zhangfz commited on
Commit ·
514ad25
1
Parent(s): 5a8383b
update
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/config.json +41 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_1000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_10000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_1500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_2000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_2500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_3000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_3500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_4000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_4500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_5000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_5500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_6000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_6500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_7000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_7500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_8000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_8500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_9000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_9500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/training_log.txt +0 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/config.json +41 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_1000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_10000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_1500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_2000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_2500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_3000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_3500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_4000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_4500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_5000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_5500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_6000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_6500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_7000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_7500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_8000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_8500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_9000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_9500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/training_log.txt +0 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/config.json +41 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/sharpness_step_1000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/sharpness_step_10000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/sharpness_step_1500.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/sharpness_step_2000.json +248 -0
- logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/sharpness_step_2500.json +248 -0
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/config.json
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cli_args": {
|
| 3 |
+
"input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
|
| 4 |
+
"input_val_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
|
| 5 |
+
"output_dir": "/home/aiops/zhangfz/MUON_sharpness/logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand",
|
| 6 |
+
"model": "d12",
|
| 7 |
+
"batch_size": 4,
|
| 8 |
+
"sequence_length": 1024,
|
| 9 |
+
"total_batch_size": 524288,
|
| 10 |
+
"num_iterations": 10000,
|
| 11 |
+
"inference_only": 0,
|
| 12 |
+
"adam_lr": 0.001,
|
| 13 |
+
"warmup_iters": 700,
|
| 14 |
+
"lr_decay_frac": 0.0,
|
| 15 |
+
"weight_decay": 0.0,
|
| 16 |
+
"grad_clip": 10000.0,
|
| 17 |
+
"val_loss_every": 250,
|
| 18 |
+
"val_max_steps": 20,
|
| 19 |
+
"sample_every": 0,
|
| 20 |
+
"overfit_single_batch": 0,
|
| 21 |
+
"shuffle_files": false,
|
| 22 |
+
"tensorcores": 1,
|
| 23 |
+
"device": "",
|
| 24 |
+
"compile": 1,
|
| 25 |
+
"flash": 1,
|
| 26 |
+
"dtype": "bfloat16",
|
| 27 |
+
"zero_stage": 1,
|
| 28 |
+
"optimizer": "adam",
|
| 29 |
+
"muon_lr": 0.01,
|
| 30 |
+
"muon_momentum": 0.95,
|
| 31 |
+
"muon_weight_decay": 0.0,
|
| 32 |
+
"muon_ns_steps": 5,
|
| 33 |
+
"muon_nesterov": false,
|
| 34 |
+
"write_tensors": 0,
|
| 35 |
+
"seed": 42,
|
| 36 |
+
"analyze_sharpness": true,
|
| 37 |
+
"sharpness_analysis_interval": 500
|
| 38 |
+
},
|
| 39 |
+
"run_uuid": "b77e011a-75b6-4f73-9089-c29991dee4ab",
|
| 40 |
+
"script_code_logged_at_start": true
|
| 41 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_1000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 1.7348037958145142,
|
| 3 |
+
"total_l1_linf_norm": 14488.3583984375,
|
| 4 |
+
"total_spectral_norm": 1.734803557395935,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.289676547050476,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3480684757232666,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.31166350841522217,
|
| 8 |
+
"layer_1_update_fnorm": 0.24025987088680267,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.44807493686676025,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.0559452660381794,
|
| 11 |
+
"layer_2_update_fnorm": 0.24754208326339722,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.4809558391571045,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.06708065420389175,
|
| 14 |
+
"layer_3_update_fnorm": 0.26146504282951355,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.4792197644710541,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.06746011227369308,
|
| 17 |
+
"layer_4_update_fnorm": 0.2688688635826111,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.4833926856517792,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.07050049304962158,
|
| 20 |
+
"layer_5_update_fnorm": 0.2270834743976593,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.31522607803344727,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.06016821786761284,
|
| 23 |
+
"layer_6_update_fnorm": 0.270619660615921,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.423112690448761,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.06835652142763138,
|
| 26 |
+
"layer_7_update_fnorm": 0.3280995786190033,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.540989875793457,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07081309705972672,
|
| 29 |
+
"layer_8_update_fnorm": 0.38104048371315,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.42946693301200867,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.05985477939248085,
|
| 32 |
+
"layer_9_update_fnorm": 0.42146435379981995,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.46760469675064087,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.06831415742635727,
|
| 35 |
+
"layer_10_update_fnorm": 0.43237948417663574,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.47510993480682373,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.06677550077438354,
|
| 38 |
+
"layer_11_update_fnorm": 0.42874979972839355,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.4841572940349579,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.07250649482011795,
|
| 41 |
+
"layer_12_update_fnorm": 0.4007091224193573,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.4810861349105835,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.0805509015917778,
|
| 44 |
+
"block0_q_update_fnorm": 0.04076051339507103,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.06953341513872147,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.015455580316483974,
|
| 47 |
+
"block0_k_update_fnorm": 0.044154491275548935,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.06355816125869751,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.01639065146446228,
|
| 50 |
+
"block0_v_update_fnorm": 0.059264831244945526,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.09431365877389908,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.02517310157418251,
|
| 53 |
+
"block0_o_update_fnorm": 0.06357216835021973,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.06867710500955582,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.016306696459650993,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.15899024903774261,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.09870296716690063,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.046237487345933914,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.14576908946037292,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.44807493686676025,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.0559452660381794,
|
| 62 |
+
"block3_q_update_fnorm": 0.07115452736616135,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.10196799784898758,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.027505025267601013,
|
| 65 |
+
"block3_k_update_fnorm": 0.06264198571443558,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.10396140813827515,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.016553541645407677,
|
| 68 |
+
"block3_v_update_fnorm": 0.05547405034303665,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.08401721715927124,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.021388893947005272,
|
| 71 |
+
"block3_o_update_fnorm": 0.06450555473566055,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.0865594744682312,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.026045670732855797,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.1846434772014618,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.14479376375675201,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.05130681023001671,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.1480814814567566,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.4833926856517792,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.07050049304962158,
|
| 80 |
+
"block7_q_update_fnorm": 0.11822053045034409,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.13880030810832977,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.031652674078941345,
|
| 83 |
+
"block7_k_update_fnorm": 0.10220856964588165,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1304299384355545,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.02734655700623989,
|
| 86 |
+
"block7_v_update_fnorm": 0.08486343175172806,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.10579124838113785,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.026819728314876556,
|
| 89 |
+
"block7_o_update_fnorm": 0.097954161465168,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.11158493161201477,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.0294784102588892,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.23113173246383667,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.16423869132995605,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.05985477939248085,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.22467821836471558,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.42946693301200867,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.045360200107097626,
|
| 98 |
+
"block11_q_update_fnorm": 0.11144007742404938,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.14662766456604004,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.037694115191698074,
|
| 101 |
+
"block11_k_update_fnorm": 0.09812871366739273,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.15857234597206116,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.028507303446531296,
|
| 104 |
+
"block11_v_update_fnorm": 0.08869002759456635,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1320578157901764,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.037425145506858826,
|
| 107 |
+
"block11_o_update_fnorm": 0.12147892266511917,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.14271828532218933,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.04685159772634506,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.2392948418855667,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.1630331128835678,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.07021483033895493,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2420293390750885,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.4810861349105835,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.0805509015917778,
|
| 116 |
+
"total_sharpness": 0.030726170167326927,
|
| 117 |
+
"block_total_sharpness": 0.06360409408807755,
|
| 118 |
+
"v_norm_block": 1.1602922677993774,
|
| 119 |
+
"v_T_H_v_block": 0.08562879264354706,
|
| 120 |
+
"v_norm": 1.7348037958145142,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.08731579035520554,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.135724276304245,
|
| 123 |
+
"g_hvp_norm": 0.37083855271339417,
|
| 124 |
+
"ip_v_neg_g_t": 0.08751976490020752,
|
| 125 |
+
"cos_v_neg_g_t": 0.15584619343280792,
|
| 126 |
+
"g_t_norm": 0.323712557554245,
|
| 127 |
+
"g_norm": 0.37083855271339417,
|
| 128 |
+
"hv_norm": 0.5212419033050537,
|
| 129 |
+
"cos_v_hv": 0.10226321965456009,
|
| 130 |
+
"hg_norm": 5.514429569244385,
|
| 131 |
+
"cos_g_hg": 0.3590339124202728,
|
| 132 |
+
"v_parallel_norm": 0.01849590800702572,
|
| 133 |
+
"v_perp_norm": 1.7347052097320557,
|
| 134 |
+
"embed_lm_head_v_norm": 1.289676547050476,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09011142700910568,
|
| 136 |
+
"layer_1_v_norm": 0.24025987088680267,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.2255190759897232,
|
| 138 |
+
"layer_2_v_norm": 0.24754208326339722,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.2244580090045929,
|
| 140 |
+
"layer_3_v_norm": 0.26146504282951355,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.21841125190258026,
|
| 142 |
+
"layer_4_v_norm": 0.2688688635826111,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.20101317763328552,
|
| 144 |
+
"layer_5_v_norm": 0.2270834743976593,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.15564686059951782,
|
| 146 |
+
"layer_6_v_norm": 0.270619660615921,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.16481727361679077,
|
| 148 |
+
"layer_7_v_norm": 0.3280995786190033,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.1800268292427063,
|
| 150 |
+
"layer_8_v_norm": 0.38104048371315,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.2023630291223526,
|
| 152 |
+
"layer_9_v_norm": 0.42146435379981995,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.17864634096622467,
|
| 154 |
+
"layer_10_v_norm": 0.43237948417663574,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.24028520286083221,
|
| 156 |
+
"layer_11_v_norm": 0.42874982953071594,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.25575822591781616,
|
| 158 |
+
"layer_12_v_norm": 0.4007091224193573,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.24931122362613678,
|
| 160 |
+
"block0_q_v_norm": 0.04076051339507103,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.27852314710617065,
|
| 162 |
+
"block0_k_v_norm": 0.044154491275548935,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.33163926005363464,
|
| 164 |
+
"block0_v_v_norm": 0.059264831244945526,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.3172985911369324,
|
| 166 |
+
"block0_o_v_norm": 0.06357216835021973,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.2514593005180359,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.15899024903774261,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.3195726275444031,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.14576908946037292,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.3669854402542114,
|
| 172 |
+
"block3_q_v_norm": 0.07115452736616135,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.1796453446149826,
|
| 174 |
+
"block3_k_v_norm": 0.06264198571443558,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.14168758690357208,
|
| 176 |
+
"block3_v_v_norm": 0.05547405034303665,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.20384231209754944,
|
| 178 |
+
"block3_o_v_norm": 0.06450555473566055,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.2616935670375824,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.1846434772014618,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.19086094200611115,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.1480814814567566,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.3700798749923706,
|
| 184 |
+
"block7_q_v_norm": 0.11822053045034409,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.2048826813697815,
|
| 186 |
+
"block7_k_v_norm": 0.10220856964588165,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.25945648550987244,
|
| 188 |
+
"block7_v_v_norm": 0.08486343175172806,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.21925976872444153,
|
| 190 |
+
"block7_o_v_norm": 0.097954161465168,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.3074761629104614,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.23113173246383667,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.23717933893203735,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.22467821836471558,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.2950868308544159,
|
| 196 |
+
"block11_q_v_norm": 0.11144007742404938,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.24218808114528656,
|
| 198 |
+
"block11_k_v_norm": 0.09812871366739273,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.2533985376358032,
|
| 200 |
+
"block11_v_v_norm": 0.08869002759456635,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.3255630433559418,
|
| 202 |
+
"block11_o_v_norm": 0.12147892266511917,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.2775728404521942,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.2392948418855667,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.2640502154827118,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2420293390750885,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.2522575855255127,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0005941192503087223,
|
| 209 |
+
"layer_1_sharpness": 0.05107211694121361,
|
| 210 |
+
"layer_2_sharpness": 0.007169065997004509,
|
| 211 |
+
"layer_3_sharpness": 0.006617750972509384,
|
| 212 |
+
"layer_4_sharpness": 0.008519148454070091,
|
| 213 |
+
"layer_5_sharpness": 0.018185973167419434,
|
| 214 |
+
"layer_6_sharpness": 0.009929896332323551,
|
| 215 |
+
"layer_7_sharpness": 0.01353573426604271,
|
| 216 |
+
"layer_8_sharpness": 0.00939877051860094,
|
| 217 |
+
"layer_9_sharpness": 0.005776567850261927,
|
| 218 |
+
"layer_10_sharpness": 0.0042872182093560696,
|
| 219 |
+
"layer_11_sharpness": 0.0036409315653145313,
|
| 220 |
+
"layer_12_sharpness": 0.007324826437979937,
|
| 221 |
+
"block0_q_sharpness": 0.004279591143131256,
|
| 222 |
+
"block0_k_sharpness": 0.007261942140758038,
|
| 223 |
+
"block0_v_sharpness": 0.05007552728056908,
|
| 224 |
+
"block0_o_sharpness": 0.024257395416498184,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.007324587553739548,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.02878553420305252,
|
| 227 |
+
"block3_q_sharpness": 0.003700465662404895,
|
| 228 |
+
"block3_k_sharpness": 0.0009899982251226902,
|
| 229 |
+
"block3_v_sharpness": 0.007653737440705299,
|
| 230 |
+
"block3_o_sharpness": 0.005791114643216133,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0011511830380186439,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0050092702731490135,
|
| 233 |
+
"block7_q_sharpness": 0.0011045399587601423,
|
| 234 |
+
"block7_k_sharpness": 0.008704349398612976,
|
| 235 |
+
"block7_v_sharpness": 0.014875891618430614,
|
| 236 |
+
"block7_o_sharpness": 0.005287854932248592,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0024080362636595964,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.002035828772932291,
|
| 239 |
+
"block11_q_sharpness": 0.00027753456379286945,
|
| 240 |
+
"block11_k_sharpness": 0.0011543657165020704,
|
| 241 |
+
"block11_v_sharpness": 0.008395187556743622,
|
| 242 |
+
"block11_o_sharpness": 0.0010552264284342527,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0027017956599593163,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.002888984978199005,
|
| 245 |
+
"sum_layer_numerators": 0.012615483594793694,
|
| 246 |
+
"block_diag_sharpness": 0.009370636837250926,
|
| 247 |
+
"cross_layer_sharpness": 0.05423345725082662
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_10000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 0.0012774927308782935,
|
| 3 |
+
"total_l1_linf_norm": 11.428398132324219,
|
| 4 |
+
"total_spectral_norm": 0.0012774928472936153,
|
| 5 |
+
"embed_lm_head_update_fnorm": 0.000661908823531121,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.0001862451754277572,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.00023228881764225662,
|
| 8 |
+
"layer_1_update_fnorm": 0.00029853469459339976,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.0005264942883513868,
|
| 10 |
+
"layer_1_max_spectral_norm": 7.237568206619471e-05,
|
| 11 |
+
"layer_2_update_fnorm": 0.0003214625467080623,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.00041077236528508365,
|
| 13 |
+
"layer_2_max_spectral_norm": 9.588474495103583e-05,
|
| 14 |
+
"layer_3_update_fnorm": 0.0003164941444993019,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.0005581746809184551,
|
| 16 |
+
"layer_3_max_spectral_norm": 7.479736086679623e-05,
|
| 17 |
+
"layer_4_update_fnorm": 0.0003181099600624293,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.0006855561514385045,
|
| 19 |
+
"layer_4_max_spectral_norm": 8.88617942109704e-05,
|
| 20 |
+
"layer_5_update_fnorm": 0.00029448853456415236,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.00043150223791599274,
|
| 22 |
+
"layer_5_max_spectral_norm": 7.228404138004407e-05,
|
| 23 |
+
"layer_6_update_fnorm": 0.0003179762570653111,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.0005478023085743189,
|
| 25 |
+
"layer_6_max_spectral_norm": 9.212041913997382e-05,
|
| 26 |
+
"layer_7_update_fnorm": 0.00031918680178932846,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.0005745539674535394,
|
| 28 |
+
"layer_7_max_spectral_norm": 8.780163625488058e-05,
|
| 29 |
+
"layer_8_update_fnorm": 0.0003183895314577967,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.0005013716872781515,
|
| 31 |
+
"layer_8_max_spectral_norm": 8.190690277842805e-05,
|
| 32 |
+
"layer_9_update_fnorm": 0.0003185328678227961,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.00045346771366894245,
|
| 34 |
+
"layer_9_max_spectral_norm": 6.43628227408044e-05,
|
| 35 |
+
"layer_10_update_fnorm": 0.00031809299252927303,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.0003972532576881349,
|
| 37 |
+
"layer_10_max_spectral_norm": 4.70809536636807e-05,
|
| 38 |
+
"layer_11_update_fnorm": 0.00031946468516252935,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.00035486751585267484,
|
| 40 |
+
"layer_11_max_spectral_norm": 3.595375528675504e-05,
|
| 41 |
+
"layer_12_update_fnorm": 0.0003228815912734717,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.00040622014785185456,
|
| 43 |
+
"layer_12_max_spectral_norm": 5.9883932408411056e-05,
|
| 44 |
+
"block0_q_update_fnorm": 8.034674101509154e-05,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 8.822236122796312e-05,
|
| 46 |
+
"block0_q_max_spectral_norm": 4.419973265612498e-05,
|
| 47 |
+
"block0_k_update_fnorm": 8.049981988733634e-05,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.00014177116099745035,
|
| 49 |
+
"block0_k_max_spectral_norm": 2.854371450666804e-05,
|
| 50 |
+
"block0_v_update_fnorm": 8.7486878328491e-05,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 9.630231943447143e-05,
|
| 52 |
+
"block0_v_max_spectral_norm": 4.159819945925847e-05,
|
| 53 |
+
"block0_o_update_fnorm": 8.588696800870821e-05,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 9.168426913674921e-05,
|
| 55 |
+
"block0_o_max_spectral_norm": 3.997426756541245e-05,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.00016977712220977992,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.00012479245197027922,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 6.16329416516237e-05,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.0001795902498997748,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.0005264942883513868,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 7.237568206619471e-05,
|
| 62 |
+
"block3_q_update_fnorm": 8.885448914952576e-05,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 9.480961307417601e-05,
|
| 64 |
+
"block3_q_max_spectral_norm": 2.5135150281130336e-05,
|
| 65 |
+
"block3_k_update_fnorm": 8.923019049689174e-05,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.00012830908235628158,
|
| 67 |
+
"block3_k_max_spectral_norm": 2.7427660825196654e-05,
|
| 68 |
+
"block3_v_update_fnorm": 9.541844337945804e-05,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.00013605394633486867,
|
| 70 |
+
"block3_v_max_spectral_norm": 3.0723032978130504e-05,
|
| 71 |
+
"block3_o_update_fnorm": 9.273185423808172e-05,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.0001093978135031648,
|
| 73 |
+
"block3_o_max_spectral_norm": 3.517487130011432e-05,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.0001803915511118248,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.00012968480587005615,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 4.4607193558476865e-05,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.00018703952082432806,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.0006855561514385045,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 8.88617942109704e-05,
|
| 80 |
+
"block7_q_update_fnorm": 8.889630407793447e-05,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 8.63375753397122e-05,
|
| 82 |
+
"block7_q_max_spectral_norm": 1.4438960533880163e-05,
|
| 83 |
+
"block7_k_update_fnorm": 8.967542089521885e-05,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 9.774958016350865e-05,
|
| 85 |
+
"block7_k_max_spectral_norm": 1.764166336215567e-05,
|
| 86 |
+
"block7_v_update_fnorm": 9.416982356924564e-05,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.00013297944678924978,
|
| 88 |
+
"block7_v_max_spectral_norm": 2.1464546080096625e-05,
|
| 89 |
+
"block7_o_update_fnorm": 9.30116802919656e-05,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 9.361739648738876e-05,
|
| 91 |
+
"block7_o_max_spectral_norm": 2.0069623133167624e-05,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.0001813818234950304,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.00010162631224375218,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 2.8243273845873773e-05,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.0001868029939942062,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.0005013716872781515,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 8.190690277842805e-05,
|
| 98 |
+
"block11_q_update_fnorm": 9.130822581937537e-05,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.00010480882338015363,
|
| 100 |
+
"block11_q_max_spectral_norm": 2.241066613350995e-05,
|
| 101 |
+
"block11_k_update_fnorm": 9.201250941259786e-05,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.0001169558017863892,
|
| 103 |
+
"block11_k_max_spectral_norm": 1.683695700194221e-05,
|
| 104 |
+
"block11_v_update_fnorm": 9.63329293881543e-05,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.00011393055319786072,
|
| 106 |
+
"block11_v_max_spectral_norm": 2.785297874652315e-05,
|
| 107 |
+
"block11_o_update_fnorm": 9.43448394536972e-05,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 9.883359598461539e-05,
|
| 109 |
+
"block11_o_max_spectral_norm": 2.571956611063797e-05,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.00018344672571402043,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.00011618603457463905,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 3.4837772545870394e-05,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.00018839869881048799,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.00040622014785185456,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 5.9883932408411056e-05,
|
| 116 |
+
"total_sharpness": 0.02401828207075596,
|
| 117 |
+
"block_total_sharpness": 0.03130417689681053,
|
| 118 |
+
"v_norm_block": 0.0010926410323008895,
|
| 119 |
+
"v_T_H_v_block": 3.737294207439845e-08,
|
| 120 |
+
"v_norm": 0.0012774931965395808,
|
| 121 |
+
"ip_v_neg_g_hvp": 2.9656803235411644e-05,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.07264240831136703,
|
| 123 |
+
"g_hvp_norm": 0.31957700848579407,
|
| 124 |
+
"ip_v_neg_g_t": 3.391375139472075e-05,
|
| 125 |
+
"cos_v_neg_g_t": 0.1327219009399414,
|
| 126 |
+
"g_t_norm": 0.20002056658267975,
|
| 127 |
+
"g_norm": 0.31957700848579407,
|
| 128 |
+
"hv_norm": 0.0011726291850209236,
|
| 129 |
+
"cos_v_hv": 0.026166114956140518,
|
| 130 |
+
"hg_norm": 37.587486267089844,
|
| 131 |
+
"cos_g_hg": 0.11762149631977081,
|
| 132 |
+
"v_parallel_norm": 4.586740033118986e-06,
|
| 133 |
+
"v_perp_norm": 0.0012774852802976966,
|
| 134 |
+
"embed_lm_head_v_norm": 0.0006619095802307129,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09393325448036194,
|
| 136 |
+
"layer_1_v_norm": 0.0002985363535117358,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.0875534638762474,
|
| 138 |
+
"layer_2_v_norm": 0.00032146411831490695,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.08798625320196152,
|
| 140 |
+
"layer_3_v_norm": 0.0003164957161061466,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.05506256967782974,
|
| 142 |
+
"layer_4_v_norm": 0.00031811153166927397,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.0658838301897049,
|
| 144 |
+
"layer_5_v_norm": 0.00029449022258631885,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.03745619207620621,
|
| 146 |
+
"layer_6_v_norm": 0.00031797782867215574,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.05682658776640892,
|
| 148 |
+
"layer_7_v_norm": 0.0003191883733961731,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.07134028524160385,
|
| 150 |
+
"layer_8_v_norm": 0.00031839110306464136,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.06886685639619827,
|
| 152 |
+
"layer_9_v_norm": 0.00031853443942964077,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.07244928181171417,
|
| 154 |
+
"layer_10_v_norm": 0.0003180945641361177,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.08238831907510757,
|
| 156 |
+
"layer_11_v_norm": 0.00031946622766554356,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.100065216422081,
|
| 158 |
+
"layer_12_v_norm": 0.0003228831337764859,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.1335691660642624,
|
| 160 |
+
"block0_q_v_norm": 8.035296195885167e-05,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.05511528626084328,
|
| 162 |
+
"block0_k_v_norm": 8.050603355513886e-05,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.05481234937906265,
|
| 164 |
+
"block0_v_v_norm": 8.749259723117575e-05,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.12690800428390503,
|
| 166 |
+
"block0_o_v_norm": 8.589278877479956e-05,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.1083652526140213,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.00016978007624857128,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.05828928202390671,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.0001795930293155834,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.16264399886131287,
|
| 172 |
+
"block3_q_v_norm": 8.886011346476153e-05,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.06494060903787613,
|
| 174 |
+
"block3_k_v_norm": 8.923580026021227e-05,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.09113726764917374,
|
| 176 |
+
"block3_v_v_norm": 9.542368206894025e-05,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.043213099241256714,
|
| 178 |
+
"block3_o_v_norm": 9.273724572267383e-05,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.1620284616947174,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.0001803943159757182,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.06285592913627625,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.00018704219837673008,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.21868453919887543,
|
| 184 |
+
"block7_q_v_norm": 8.890192839317024e-05,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.07330252975225449,
|
| 186 |
+
"block7_k_v_norm": 8.968099427875131e-05,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.20980696380138397,
|
| 188 |
+
"block7_v_v_norm": 9.417512774234638e-05,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.05764864385128021,
|
| 190 |
+
"block7_o_v_norm": 9.301705722464249e-05,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.21978802978992462,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.00018138457380700856,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.07935076951980591,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.00018680565699469298,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.19160205125808716,
|
| 196 |
+
"block11_q_v_norm": 9.131370461545885e-05,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.12889383733272552,
|
| 198 |
+
"block11_k_v_norm": 9.201794455293566e-05,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.2278539538383484,
|
| 200 |
+
"block11_v_v_norm": 9.633812442189083e-05,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.07683567702770233,
|
| 202 |
+
"block11_o_v_norm": 9.435014362679794e-05,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.24016253650188446,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.00018344944692216814,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.12982042133808136,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.00018840134725905955,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.19032736122608185,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0008391019655391574,
|
| 209 |
+
"layer_1_sharpness": -0.018126370385289192,
|
| 210 |
+
"layer_2_sharpness": 0.03213426098227501,
|
| 211 |
+
"layer_3_sharpness": 0.00395085709169507,
|
| 212 |
+
"layer_4_sharpness": 0.003602662356570363,
|
| 213 |
+
"layer_5_sharpness": 0.003436991246417165,
|
| 214 |
+
"layer_6_sharpness": 0.0033548546489328146,
|
| 215 |
+
"layer_7_sharpness": 0.005456121172755957,
|
| 216 |
+
"layer_8_sharpness": 0.008876919746398926,
|
| 217 |
+
"layer_9_sharpness": 0.006232051644474268,
|
| 218 |
+
"layer_10_sharpness": 0.0037661385722458363,
|
| 219 |
+
"layer_11_sharpness": 0.00283219781704247,
|
| 220 |
+
"layer_12_sharpness": 0.011183206923305988,
|
| 221 |
+
"block0_q_sharpness": 0.004783802665770054,
|
| 222 |
+
"block0_k_sharpness": 0.0010329472133889794,
|
| 223 |
+
"block0_v_sharpness": -0.029208149760961533,
|
| 224 |
+
"block0_o_sharpness": -0.03672154247760773,
|
| 225 |
+
"block0_mlp_win_sharpness": -0.0004876584280282259,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0028479357715696096,
|
| 227 |
+
"block3_q_sharpness": 0.0004689187917392701,
|
| 228 |
+
"block3_k_sharpness": 0.0009874064708128572,
|
| 229 |
+
"block3_v_sharpness": 0.005007647909224033,
|
| 230 |
+
"block3_o_sharpness": 0.0020619092974811792,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0007600238895975053,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0013506158720701933,
|
| 233 |
+
"block7_q_sharpness": 0.00022406353673432022,
|
| 234 |
+
"block7_k_sharpness": 0.0003788575413636863,
|
| 235 |
+
"block7_v_sharpness": 0.019956493750214577,
|
| 236 |
+
"block7_o_sharpness": 0.0006491770036518574,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0016764827305451035,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.003008079482242465,
|
| 239 |
+
"block11_q_sharpness": 0.0005330143612809479,
|
| 240 |
+
"block11_k_sharpness": 0.0008107416797429323,
|
| 241 |
+
"block11_v_sharpness": 0.002304146531969309,
|
| 242 |
+
"block11_o_sharpness": 0.0003108320524916053,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.002181009156629443,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.012741249054670334,
|
| 245 |
+
"sum_layer_numerators": 7.0269393720866715e-09,
|
| 246 |
+
"block_diag_sharpness": 0.005885877175153041,
|
| 247 |
+
"cross_layer_sharpness": 0.02541829972165749
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_1500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 1.9686797857284546,
|
| 3 |
+
"total_l1_linf_norm": 17095.962890625,
|
| 4 |
+
"total_spectral_norm": 1.9686801433563232,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.317456841468811,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3432570695877075,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.27997857332229614,
|
| 8 |
+
"layer_1_update_fnorm": 0.37362170219421387,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.4761112332344055,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.06728014349937439,
|
| 11 |
+
"layer_2_update_fnorm": 0.398443341255188,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5540509819984436,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.0736733078956604,
|
| 14 |
+
"layer_3_update_fnorm": 0.39521265029907227,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5872402191162109,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.06855989247560501,
|
| 17 |
+
"layer_4_update_fnorm": 0.38814324140548706,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5130999088287354,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.07404181361198425,
|
| 20 |
+
"layer_5_update_fnorm": 0.34617316722869873,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.4117721915245056,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.09366266429424286,
|
| 23 |
+
"layer_6_update_fnorm": 0.3961324989795685,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5206100940704346,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07085119932889938,
|
| 26 |
+
"layer_7_update_fnorm": 0.42177146673202515,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5244170427322388,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06584318727254868,
|
| 29 |
+
"layer_8_update_fnorm": 0.4456642270088196,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.47718489170074463,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.0612858422100544,
|
| 32 |
+
"layer_9_update_fnorm": 0.46638673543930054,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.4993196725845337,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.062133897095918655,
|
| 35 |
+
"layer_10_update_fnorm": 0.4778052568435669,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.4934857487678528,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.06140509620308876,
|
| 38 |
+
"layer_11_update_fnorm": 0.4778671860694885,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5109224915504456,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.06263724714517593,
|
| 41 |
+
"layer_12_update_fnorm": 0.4553837180137634,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.49667060375213623,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.08742255717515945,
|
| 44 |
+
"block0_q_update_fnorm": 0.10761690884828568,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.23572653532028198,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.055918753147125244,
|
| 47 |
+
"block0_k_update_fnorm": 0.10530175268650055,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.3098657727241516,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.06728014349937439,
|
| 50 |
+
"block0_v_update_fnorm": 0.10503491014242172,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.15970703959465027,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.04925151541829109,
|
| 53 |
+
"block0_o_update_fnorm": 0.12319289147853851,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.1278981864452362,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03227178379893303,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.22311267256736755,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.13128544390201569,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.06016625836491585,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.20220588147640228,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.4761112332344055,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.06249331310391426,
|
| 62 |
+
"block3_q_update_fnorm": 0.11754122376441956,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1477692574262619,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.04717867076396942,
|
| 65 |
+
"block3_k_update_fnorm": 0.1043429896235466,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.23105981945991516,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.030221009626984596,
|
| 68 |
+
"block3_v_update_fnorm": 0.08796612173318863,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.14388859272003174,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.0267912857234478,
|
| 71 |
+
"block3_o_update_fnorm": 0.10398753732442856,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.1339935064315796,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.03549167886376381,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.2576538324356079,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.20464730262756348,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.062489282339811325,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.20234525203704834,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5130999088287354,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.07404181361198425,
|
| 80 |
+
"block7_q_update_fnorm": 0.14029225707054138,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.14839372038841248,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.03235417976975441,
|
| 83 |
+
"block7_k_update_fnorm": 0.12701912224292755,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.14409007132053375,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.02801039256155491,
|
| 86 |
+
"block7_v_update_fnorm": 0.10499884188175201,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13127166032791138,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.0335862822830677,
|
| 89 |
+
"block7_o_update_fnorm": 0.12217499315738678,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.12703126668930054,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.03061416931450367,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.26727157831192017,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.1699540615081787,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.0612858422100544,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2555829584598541,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.47718489170074463,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.04323793202638626,
|
| 98 |
+
"block11_q_update_fnorm": 0.13828971982002258,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16417089104652405,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.03997204825282097,
|
| 101 |
+
"block11_k_update_fnorm": 0.12444666028022766,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.17066052556037903,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.028832390904426575,
|
| 104 |
+
"block11_v_update_fnorm": 0.10497687757015228,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1547228991985321,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.04076043888926506,
|
| 107 |
+
"block11_o_update_fnorm": 0.13520197570323944,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.14260131120681763,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.036734189838171005,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.2746872901916504,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.17672455310821533,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.06431678682565689,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2606537938117981,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.49667060375213623,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.08742255717515945,
|
| 116 |
+
"total_sharpness": 0.01787140965461731,
|
| 117 |
+
"block_total_sharpness": 0.030207185074687004,
|
| 118 |
+
"v_norm_block": 1.4628770351409912,
|
| 119 |
+
"v_T_H_v_block": 0.06464365124702454,
|
| 120 |
+
"v_norm": 1.9686797857284546,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.0803113505244255,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.1308748424053192,
|
| 123 |
+
"g_hvp_norm": 0.3117063641548157,
|
| 124 |
+
"ip_v_neg_g_t": 0.0805881917476654,
|
| 125 |
+
"cos_v_neg_g_t": 0.15770326554775238,
|
| 126 |
+
"g_t_norm": 0.2595706880092621,
|
| 127 |
+
"g_norm": 0.3117063641548157,
|
| 128 |
+
"hv_norm": 0.45200133323669434,
|
| 129 |
+
"cos_v_hv": 0.07783845067024231,
|
| 130 |
+
"hg_norm": 3.419170379638672,
|
| 131 |
+
"cos_g_hg": 0.3913024067878723,
|
| 132 |
+
"v_parallel_norm": 0.01831972599029541,
|
| 133 |
+
"v_perp_norm": 1.9685945510864258,
|
| 134 |
+
"embed_lm_head_v_norm": 1.317456841468811,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.1078675165772438,
|
| 136 |
+
"layer_1_v_norm": 0.37362170219421387,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.2080433964729309,
|
| 138 |
+
"layer_2_v_norm": 0.398443341255188,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.15367130935192108,
|
| 140 |
+
"layer_3_v_norm": 0.3952126204967499,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.14704389870166779,
|
| 142 |
+
"layer_4_v_norm": 0.38814324140548706,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.12956847250461578,
|
| 144 |
+
"layer_5_v_norm": 0.34617316722869873,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.096344955265522,
|
| 146 |
+
"layer_6_v_norm": 0.39613252878189087,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.1204434484243393,
|
| 148 |
+
"layer_7_v_norm": 0.42177146673202515,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.14781878888607025,
|
| 150 |
+
"layer_8_v_norm": 0.4456641972064972,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.16319936513900757,
|
| 152 |
+
"layer_9_v_norm": 0.46638673543930054,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.15742219984531403,
|
| 154 |
+
"layer_10_v_norm": 0.4778052568435669,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.18358860909938812,
|
| 156 |
+
"layer_11_v_norm": 0.4778671860694885,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.20708982646465302,
|
| 158 |
+
"layer_12_v_norm": 0.4553837180137634,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.21726906299591064,
|
| 160 |
+
"block0_q_v_norm": 0.10761690884828568,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.17942491173744202,
|
| 162 |
+
"block0_k_v_norm": 0.10530175268650055,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.2811313271522522,
|
| 164 |
+
"block0_v_v_norm": 0.10503491014242172,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.28382590413093567,
|
| 166 |
+
"block0_o_v_norm": 0.12319289147853851,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.253860205411911,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.22311267256736755,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.2781442701816559,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.20220588147640228,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.2755451798439026,
|
| 172 |
+
"block3_q_v_norm": 0.11754122376441956,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.1429452896118164,
|
| 174 |
+
"block3_k_v_norm": 0.1043429896235466,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.08152083307504654,
|
| 176 |
+
"block3_v_v_norm": 0.08796612173318863,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.09830103069543839,
|
| 178 |
+
"block3_o_v_norm": 0.10398753732442856,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.18386298418045044,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.2576538324356079,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.14307917654514313,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.20234525203704834,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.28689679503440857,
|
| 184 |
+
"block7_q_v_norm": 0.14029225707054138,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.14466537535190582,
|
| 186 |
+
"block7_k_v_norm": 0.12701912224292755,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.23597660660743713,
|
| 188 |
+
"block7_v_v_norm": 0.10499884188175201,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.17039915919303894,
|
| 190 |
+
"block7_o_v_norm": 0.12217499315738678,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.2658631205558777,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.26727157831192017,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.20119988918304443,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2555829584598541,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.24810852110385895,
|
| 196 |
+
"block11_q_v_norm": 0.13828971982002258,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.1859322488307953,
|
| 198 |
+
"block11_k_v_norm": 0.12444666028022766,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.20571890473365784,
|
| 200 |
+
"block11_v_v_norm": 0.10497687757015228,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.21812330186367035,
|
| 202 |
+
"block11_o_v_norm": 0.13520197570323944,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.22720970213413239,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.2746872901916504,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.2301711142063141,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2606537938117981,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.24499695003032684,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00045839889207854867,
|
| 209 |
+
"layer_1_sharpness": 0.0211503803730011,
|
| 210 |
+
"layer_2_sharpness": 0.0019133840687572956,
|
| 211 |
+
"layer_3_sharpness": 0.00238230312243104,
|
| 212 |
+
"layer_4_sharpness": 0.0032518322113901377,
|
| 213 |
+
"layer_5_sharpness": 0.00972255039960146,
|
| 214 |
+
"layer_6_sharpness": 0.004171289037913084,
|
| 215 |
+
"layer_7_sharpness": 0.006939122453331947,
|
| 216 |
+
"layer_8_sharpness": 0.006522577255964279,
|
| 217 |
+
"layer_9_sharpness": 0.0040140594355762005,
|
| 218 |
+
"layer_10_sharpness": 0.0025709429755806923,
|
| 219 |
+
"layer_11_sharpness": 0.002273530000820756,
|
| 220 |
+
"layer_12_sharpness": 0.004864349029958248,
|
| 221 |
+
"block0_q_sharpness": 0.0031137224286794662,
|
| 222 |
+
"block0_k_sharpness": 0.003811550559476018,
|
| 223 |
+
"block0_v_sharpness": 0.02443704381585121,
|
| 224 |
+
"block0_o_sharpness": 0.010382859967648983,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.004745922517031431,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.010205378755927086,
|
| 227 |
+
"block3_q_sharpness": 0.0013815122656524181,
|
| 228 |
+
"block3_k_sharpness": 0.0008437614887952805,
|
| 229 |
+
"block3_v_sharpness": 0.0033171873074024916,
|
| 230 |
+
"block3_o_sharpness": 0.001696275663562119,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00043366855243220925,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0015904051251709461,
|
| 233 |
+
"block7_q_sharpness": 0.0004727982450276613,
|
| 234 |
+
"block7_k_sharpness": 0.003300102660432458,
|
| 235 |
+
"block7_v_sharpness": 0.014175710268318653,
|
| 236 |
+
"block7_o_sharpness": 0.0026582004502415657,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.001833650516346097,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0012076693819835782,
|
| 239 |
+
"block11_q_sharpness": 0.00032339681638404727,
|
| 240 |
+
"block11_k_sharpness": 0.0008921243716031313,
|
| 241 |
+
"block11_v_sharpness": 0.003922025673091412,
|
| 242 |
+
"block11_o_sharpness": 0.0005500246770679951,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0019392482936382294,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.002951068338006735,
|
| 245 |
+
"sum_layer_numerators": 0.011455773106221052,
|
| 246 |
+
"block_diag_sharpness": 0.0053531419395131076,
|
| 247 |
+
"cross_layer_sharpness": 0.024854043135173896
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_2000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.030822515487671,
|
| 3 |
+
"total_l1_linf_norm": 17660.181640625,
|
| 4 |
+
"total_spectral_norm": 2.03082275390625,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3237195014953613,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.37065577507019043,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.2542143762111664,
|
| 8 |
+
"layer_1_update_fnorm": 0.39818069338798523,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5360997319221497,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.06608020514249802,
|
| 11 |
+
"layer_2_update_fnorm": 0.431057870388031,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5610109567642212,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07738607376813889,
|
| 14 |
+
"layer_3_update_fnorm": 0.41055434942245483,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5369948148727417,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.06334920227527618,
|
| 17 |
+
"layer_4_update_fnorm": 0.41428592801094055,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5769238471984863,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.07939747720956802,
|
| 20 |
+
"layer_5_update_fnorm": 0.3227933645248413,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.30153346061706543,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.05578557029366493,
|
| 23 |
+
"layer_6_update_fnorm": 0.42551445960998535,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5102888345718384,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.06908508390188217,
|
| 26 |
+
"layer_7_update_fnorm": 0.45096972584724426,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5296581983566284,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06480017304420471,
|
| 29 |
+
"layer_8_update_fnorm": 0.467492938041687,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.48557448387145996,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.054697997868061066,
|
| 32 |
+
"layer_9_update_fnorm": 0.487850159406662,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5085701942443848,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.056278809905052185,
|
| 35 |
+
"layer_10_update_fnorm": 0.4996108114719391,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5122206211090088,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.05817326158285141,
|
| 38 |
+
"layer_11_update_fnorm": 0.5036041140556335,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5301286578178406,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05979909747838974,
|
| 41 |
+
"layer_12_update_fnorm": 0.4889307916164398,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5533739924430847,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07983144372701645,
|
| 44 |
+
"block0_q_update_fnorm": 0.10330215096473694,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.17661213874816895,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.04471570625901222,
|
| 47 |
+
"block0_k_update_fnorm": 0.09879930317401886,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.18457575142383575,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.05248963460326195,
|
| 50 |
+
"block0_v_update_fnorm": 0.11320959031581879,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.17359942197799683,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.04880790039896965,
|
| 53 |
+
"block0_o_update_fnorm": 0.12410351634025574,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.1257307082414627,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.02756997011601925,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.24442479014396667,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.14101658761501312,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.06136241555213928,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.22382624447345734,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5360997319221497,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.06608020514249802,
|
| 62 |
+
"block3_q_update_fnorm": 0.11253829300403595,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1555459201335907,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.031695567071437836,
|
| 65 |
+
"block3_k_update_fnorm": 0.10106336325407028,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.14093323051929474,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.021760692819952965,
|
| 68 |
+
"block3_v_update_fnorm": 0.08921413868665695,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.12188032269477844,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.02673860266804695,
|
| 71 |
+
"block3_o_update_fnorm": 0.098025843501091,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.1321403533220291,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.033756304532289505,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.2784372866153717,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.22353336215019226,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06448473036289215,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.23145659267902374,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5769238471984863,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.07939747720956802,
|
| 80 |
+
"block7_q_update_fnorm": 0.14612498879432678,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.16250789165496826,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.03312569856643677,
|
| 83 |
+
"block7_k_update_fnorm": 0.13490870594978333,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.14778350293636322,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.03183162212371826,
|
| 86 |
+
"block7_v_update_fnorm": 0.1122840866446495,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.12436719238758087,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.030447479337453842,
|
| 89 |
+
"block7_o_update_fnorm": 0.12919361889362335,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13213323056697845,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.028825808316469193,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.2788369059562683,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.15917694568634033,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.054697997868061066,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.26805412769317627,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.48557448387145996,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.04758831486105919,
|
| 98 |
+
"block11_q_update_fnorm": 0.14996694028377533,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16269902884960175,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.03572392836213112,
|
| 101 |
+
"block11_k_update_fnorm": 0.13814237713813782,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.1761385202407837,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.029458144679665565,
|
| 104 |
+
"block11_v_update_fnorm": 0.11920811235904694,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1473713219165802,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.04208047688007355,
|
| 107 |
+
"block11_o_update_fnorm": 0.14461712539196014,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15874305367469788,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.04354701191186905,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.2955597937107086,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.17482762038707733,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.0609634593129158,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.27368783950805664,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5533739924430847,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07983144372701645,
|
| 116 |
+
"total_sharpness": 0.013435686938464642,
|
| 117 |
+
"block_total_sharpness": 0.02161073312163353,
|
| 118 |
+
"v_norm_block": 1.54013192653656,
|
| 119 |
+
"v_T_H_v_block": 0.051260799169540405,
|
| 120 |
+
"v_norm": 2.030822515487671,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.0763927549123764,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.12248314172029495,
|
| 123 |
+
"g_hvp_norm": 0.3071170151233673,
|
| 124 |
+
"ip_v_neg_g_t": 0.07673768699169159,
|
| 125 |
+
"cos_v_neg_g_t": 0.14896932244300842,
|
| 126 |
+
"g_t_norm": 0.2536529302597046,
|
| 127 |
+
"g_norm": 0.3071170151233673,
|
| 128 |
+
"hv_norm": 0.41665008664131165,
|
| 129 |
+
"cos_v_hv": 0.06548779457807541,
|
| 130 |
+
"hg_norm": 2.5986452102661133,
|
| 131 |
+
"cos_g_hg": 0.5744320154190063,
|
| 132 |
+
"v_parallel_norm": 0.01717716082930565,
|
| 133 |
+
"v_perp_norm": 2.030749797821045,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3237195014953613,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.10765340179204941,
|
| 136 |
+
"layer_1_v_norm": 0.39818069338798523,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.20395401120185852,
|
| 138 |
+
"layer_2_v_norm": 0.431057870388031,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.12494990229606628,
|
| 140 |
+
"layer_3_v_norm": 0.41055434942245483,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.12444926798343658,
|
| 142 |
+
"layer_4_v_norm": 0.41428592801094055,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.1161295622587204,
|
| 144 |
+
"layer_5_v_norm": 0.3227933645248413,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.0804118886590004,
|
| 146 |
+
"layer_6_v_norm": 0.42551445960998535,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.10812341421842575,
|
| 148 |
+
"layer_7_v_norm": 0.45096972584724426,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.1380455642938614,
|
| 150 |
+
"layer_8_v_norm": 0.467492938041687,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.13814735412597656,
|
| 152 |
+
"layer_9_v_norm": 0.487850159406662,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.13800816237926483,
|
| 154 |
+
"layer_10_v_norm": 0.4996108114719391,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.1486487239599228,
|
| 156 |
+
"layer_11_v_norm": 0.5036041140556335,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.17783720791339874,
|
| 158 |
+
"layer_12_v_norm": 0.4889307916164398,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.2085903137922287,
|
| 160 |
+
"block0_q_v_norm": 0.10330215096473694,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.2010519802570343,
|
| 162 |
+
"block0_k_v_norm": 0.09879930317401886,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.22426669299602509,
|
| 164 |
+
"block0_v_v_norm": 0.11320959031581879,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.28079426288604736,
|
| 166 |
+
"block0_o_v_norm": 0.12410351634025574,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.24369056522846222,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.24442479014396667,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.2669409513473511,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.22382624447345734,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.2559407949447632,
|
| 172 |
+
"block3_q_v_norm": 0.11253829300403595,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.11264867335557938,
|
| 174 |
+
"block3_k_v_norm": 0.10106336325407028,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.11021400988101959,
|
| 176 |
+
"block3_v_v_norm": 0.08921413868665695,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.10221431404352188,
|
| 178 |
+
"block3_o_v_norm": 0.098025843501091,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.193607360124588,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.2784372866153717,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.1106015294790268,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.23145659267902374,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2662408947944641,
|
| 184 |
+
"block7_q_v_norm": 0.14612498879432678,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.14423584938049316,
|
| 186 |
+
"block7_k_v_norm": 0.13490870594978333,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.2564985156059265,
|
| 188 |
+
"block7_v_v_norm": 0.1122840866446495,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.1266518235206604,
|
| 190 |
+
"block7_o_v_norm": 0.12919361889362335,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.2529136836528778,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.2788369059562683,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.17481322586536407,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.26805412769317627,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.23827436566352844,
|
| 196 |
+
"block11_q_v_norm": 0.14996694028377533,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.1701595038175583,
|
| 198 |
+
"block11_k_v_norm": 0.13814237713813782,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.18773280084133148,
|
| 200 |
+
"block11_v_v_norm": 0.11920811235904694,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.187278613448143,
|
| 202 |
+
"block11_o_v_norm": 0.14461712539196014,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.23459984362125397,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.2955597937107086,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.21937865018844604,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.27368783950805664,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.24157066643238068,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00042071082862094045,
|
| 209 |
+
"layer_1_sharpness": 0.014901112765073776,
|
| 210 |
+
"layer_2_sharpness": 0.000977198826149106,
|
| 211 |
+
"layer_3_sharpness": 0.0021341543179005384,
|
| 212 |
+
"layer_4_sharpness": 0.0024105876218527555,
|
| 213 |
+
"layer_5_sharpness": 0.004568594507873058,
|
| 214 |
+
"layer_6_sharpness": 0.0026290095411241055,
|
| 215 |
+
"layer_7_sharpness": 0.00406118156388402,
|
| 216 |
+
"layer_8_sharpness": 0.0048821428790688515,
|
| 217 |
+
"layer_9_sharpness": 0.0033958114217966795,
|
| 218 |
+
"layer_10_sharpness": 0.002386685460805893,
|
| 219 |
+
"layer_11_sharpness": 0.001997898565605283,
|
| 220 |
+
"layer_12_sharpness": 0.003666715696454048,
|
| 221 |
+
"block0_q_sharpness": 0.0016311014769598842,
|
| 222 |
+
"block0_k_sharpness": 0.0012039735447615385,
|
| 223 |
+
"block0_v_sharpness": 0.016243640333414078,
|
| 224 |
+
"block0_o_sharpness": 0.0050475806929171085,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.003654639469459653,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0075458865612745285,
|
| 227 |
+
"block3_q_sharpness": 0.0005773670854978263,
|
| 228 |
+
"block3_k_sharpness": 0.00038752780528739095,
|
| 229 |
+
"block3_v_sharpness": 0.004151518922299147,
|
| 230 |
+
"block3_o_sharpness": 0.00160080601926893,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002988608612213284,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0010947493137791753,
|
| 233 |
+
"block7_q_sharpness": 0.000443821947555989,
|
| 234 |
+
"block7_k_sharpness": 0.0028965964447706938,
|
| 235 |
+
"block7_v_sharpness": 0.009660914540290833,
|
| 236 |
+
"block7_o_sharpness": 0.0016741764266043901,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0012930227676406503,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0010846889344975352,
|
| 239 |
+
"block11_q_sharpness": 0.0002657283330336213,
|
| 240 |
+
"block11_k_sharpness": 0.0006831269711256027,
|
| 241 |
+
"block11_v_sharpness": 0.0024820812977850437,
|
| 242 |
+
"block11_o_sharpness": 0.0004738705756608397,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0013732371153309941,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.002316598081961274,
|
| 245 |
+
"sum_layer_numerators": 0.008949722641408713,
|
| 246 |
+
"block_diag_sharpness": 0.003773060151005889,
|
| 247 |
+
"cross_layer_sharpness": 0.01783767297062764
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_2500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.1020257472991943,
|
| 3 |
+
"total_l1_linf_norm": 18484.71875,
|
| 4 |
+
"total_spectral_norm": 2.1020255088806152,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3174285888671875,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.32718417048454285,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.23623234033584595,
|
| 8 |
+
"layer_1_update_fnorm": 0.44299089908599854,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6086097955703735,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.0779183954000473,
|
| 11 |
+
"layer_2_update_fnorm": 0.4725041687488556,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.6260073184967041,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.0773458331823349,
|
| 14 |
+
"layer_3_update_fnorm": 0.4530335068702698,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5663336515426636,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.0729898139834404,
|
| 17 |
+
"layer_4_update_fnorm": 0.45402729511260986,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6033154129981995,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08854299038648605,
|
| 20 |
+
"layer_5_update_fnorm": 0.3909170627593994,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.41762417554855347,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07139436155557632,
|
| 23 |
+
"layer_6_update_fnorm": 0.4641328454017639,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.617050051689148,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07693450897932053,
|
| 26 |
+
"layer_7_update_fnorm": 0.4780386984348297,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5484563112258911,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06871216744184494,
|
| 29 |
+
"layer_8_update_fnorm": 0.4839862883090973,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5406965017318726,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06067916378378868,
|
| 32 |
+
"layer_9_update_fnorm": 0.5001177787780762,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.51651930809021,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.05517278611660004,
|
| 35 |
+
"layer_10_update_fnorm": 0.5112892389297485,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5218797922134399,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.05541795492172241,
|
| 38 |
+
"layer_11_update_fnorm": 0.5118497014045715,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5235610008239746,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05646149441599846,
|
| 41 |
+
"layer_12_update_fnorm": 0.49748167395591736,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5398252010345459,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.08828827738761902,
|
| 44 |
+
"block0_q_update_fnorm": 0.1297348141670227,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.24120685458183289,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.06499354541301727,
|
| 47 |
+
"block0_k_update_fnorm": 0.12470654398202896,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.25102952122688293,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.07631684839725494,
|
| 50 |
+
"block0_v_update_fnorm": 0.1261538416147232,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.18597866594791412,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05968807265162468,
|
| 53 |
+
"block0_o_update_fnorm": 0.1334167718887329,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.1536940038204193,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.04407073184847832,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.265349805355072,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.1600816696882248,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.06541788578033447,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2442234754562378,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6086097955703735,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.0779183954000473,
|
| 62 |
+
"block3_q_update_fnorm": 0.13398496806621552,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.156344935297966,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.042519066482782364,
|
| 65 |
+
"block3_k_update_fnorm": 0.1249619796872139,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.20620527863502502,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03243248909711838,
|
| 68 |
+
"block3_v_update_fnorm": 0.10885754972696304,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.16104605793952942,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.03605419024825096,
|
| 71 |
+
"block3_o_update_fnorm": 0.11926920711994171,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.1621268391609192,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04790319502353668,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.29235947132110596,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.19589689373970032,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06647021323442459,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2468075007200241,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6033154129981995,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08854299038648605,
|
| 80 |
+
"block7_q_update_fnorm": 0.15351919829845428,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15346568822860718,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.032148852944374084,
|
| 83 |
+
"block7_k_update_fnorm": 0.14411619305610657,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1589301973581314,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.02702663652598858,
|
| 86 |
+
"block7_v_update_fnorm": 0.12028367817401886,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13407061994075775,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03421168774366379,
|
| 89 |
+
"block7_o_update_fnorm": 0.13682688772678375,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.14070996642112732,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.03428329899907112,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.2878894805908203,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.16228479146957397,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.05585448443889618,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27153560519218445,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5406965017318726,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06067916378378868,
|
| 98 |
+
"block11_q_update_fnorm": 0.15254957973957062,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.1590179204940796,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.031423039734363556,
|
| 101 |
+
"block11_k_update_fnorm": 0.14042335748672485,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.17675884068012238,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.025870883837342262,
|
| 104 |
+
"block11_v_update_fnorm": 0.12571470439434052,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1518433839082718,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.04349982365965843,
|
| 107 |
+
"block11_o_update_fnorm": 0.14826901257038116,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.16760358214378357,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.04668981581926346,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.3015229403972626,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.2066623419523239,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.061791904270648956,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.27512332797050476,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5398252010345459,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.08828827738761902,
|
| 116 |
+
"total_sharpness": 0.015570366755127907,
|
| 117 |
+
"block_total_sharpness": 0.02410907857120037,
|
| 118 |
+
"v_norm_block": 1.6379538774490356,
|
| 119 |
+
"v_T_H_v_block": 0.06468208134174347,
|
| 120 |
+
"v_norm": 2.1020257472991943,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.0805114358663559,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.10240477323532104,
|
| 123 |
+
"g_hvp_norm": 0.3740238845348358,
|
| 124 |
+
"ip_v_neg_g_t": 0.0809694156050682,
|
| 125 |
+
"cos_v_neg_g_t": 0.11521373689174652,
|
| 126 |
+
"g_t_norm": 0.33433258533477783,
|
| 127 |
+
"g_norm": 0.3740238845348358,
|
| 128 |
+
"hv_norm": 0.6137263178825378,
|
| 129 |
+
"cos_v_hv": 0.05332883819937706,
|
| 130 |
+
"hg_norm": 5.836985111236572,
|
| 131 |
+
"cos_g_hg": 0.3561059534549713,
|
| 132 |
+
"v_parallel_norm": 0.012371915392577648,
|
| 133 |
+
"v_perp_norm": 2.101989269256592,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3174285888671875,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09089428931474686,
|
| 136 |
+
"layer_1_v_norm": 0.44299089908599854,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.19708621501922607,
|
| 138 |
+
"layer_2_v_norm": 0.4725041687488556,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.09895326942205429,
|
| 140 |
+
"layer_3_v_norm": 0.4530335068702698,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.08383093774318695,
|
| 142 |
+
"layer_4_v_norm": 0.45402729511260986,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.08842730522155762,
|
| 144 |
+
"layer_5_v_norm": 0.3909170627593994,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.07744141668081284,
|
| 146 |
+
"layer_6_v_norm": 0.4641328454017639,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.09873417764902115,
|
| 148 |
+
"layer_7_v_norm": 0.4780386984348297,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.11467836797237396,
|
| 150 |
+
"layer_8_v_norm": 0.4839863181114197,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.11140235513448715,
|
| 152 |
+
"layer_9_v_norm": 0.5001177787780762,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.10779506713151932,
|
| 154 |
+
"layer_10_v_norm": 0.5112892389297485,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.11574328690767288,
|
| 156 |
+
"layer_11_v_norm": 0.5118496417999268,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.13935303688049316,
|
| 158 |
+
"layer_12_v_norm": 0.49748167395591736,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.17740750312805176,
|
| 160 |
+
"block0_q_v_norm": 0.1297348141670227,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.22417962551116943,
|
| 162 |
+
"block0_k_v_norm": 0.12470654398202896,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.24407823383808136,
|
| 164 |
+
"block0_v_v_norm": 0.1261538416147232,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.25834158062934875,
|
| 166 |
+
"block0_o_v_norm": 0.1334167718887329,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.24005337059497833,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.265349805355072,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.269254207611084,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2442234754562378,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.25283128023147583,
|
| 172 |
+
"block3_q_v_norm": 0.13398496806621552,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.06759224086999893,
|
| 174 |
+
"block3_k_v_norm": 0.1249619796872139,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.06457781791687012,
|
| 176 |
+
"block3_v_v_norm": 0.10885754972696304,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.07366163283586502,
|
| 178 |
+
"block3_o_v_norm": 0.11926920711994171,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.17872096598148346,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.29235947132110596,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.09568993002176285,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2468075007200241,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.27017852663993835,
|
| 184 |
+
"block7_q_v_norm": 0.15351919829845428,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.1367770880460739,
|
| 186 |
+
"block7_k_v_norm": 0.14411619305610657,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.23593327403068542,
|
| 188 |
+
"block7_v_v_norm": 0.12028367817401886,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.1020733118057251,
|
| 190 |
+
"block7_o_v_norm": 0.13682688772678375,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.254262238740921,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.2878894805908203,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.1477011889219284,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27153560519218445,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.22192195057868958,
|
| 196 |
+
"block11_q_v_norm": 0.15254957973957062,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.15679454803466797,
|
| 198 |
+
"block11_k_v_norm": 0.14042335748672485,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.1908753514289856,
|
| 200 |
+
"block11_v_v_norm": 0.12571470439434052,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.1358620673418045,
|
| 202 |
+
"block11_o_v_norm": 0.14826901257038116,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.24492694437503815,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.3015229403972626,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.1774722784757614,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.27512332797050476,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.22100456058979034,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0004034372977912426,
|
| 209 |
+
"layer_1_sharpness": 0.01971234753727913,
|
| 210 |
+
"layer_2_sharpness": 0.0011002316605299711,
|
| 211 |
+
"layer_3_sharpness": 0.0019502820214256644,
|
| 212 |
+
"layer_4_sharpness": 0.0024259521160274744,
|
| 213 |
+
"layer_5_sharpness": 0.007001356687396765,
|
| 214 |
+
"layer_6_sharpness": 0.004884336143732071,
|
| 215 |
+
"layer_7_sharpness": 0.003406633622944355,
|
| 216 |
+
"layer_8_sharpness": 0.003773785661906004,
|
| 217 |
+
"layer_9_sharpness": 0.0032546641305088997,
|
| 218 |
+
"layer_10_sharpness": 0.0022706997115164995,
|
| 219 |
+
"layer_11_sharpness": 0.001878501265309751,
|
| 220 |
+
"layer_12_sharpness": 0.005499171558767557,
|
| 221 |
+
"block0_q_sharpness": 0.0025678174570202827,
|
| 222 |
+
"block0_k_sharpness": 0.004626978654414415,
|
| 223 |
+
"block0_v_sharpness": 0.0144546739757061,
|
| 224 |
+
"block0_o_sharpness": 0.007418667897582054,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0038803110364824533,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.008893948048353195,
|
| 227 |
+
"block3_q_sharpness": 0.0004156981594860554,
|
| 228 |
+
"block3_k_sharpness": 0.000278320221696049,
|
| 229 |
+
"block3_v_sharpness": 0.0032611973583698273,
|
| 230 |
+
"block3_o_sharpness": 0.0017493903869763017,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002480643452145159,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0011027600849047303,
|
| 233 |
+
"block7_q_sharpness": 0.0002331832074560225,
|
| 234 |
+
"block7_k_sharpness": 0.0009741838439367712,
|
| 235 |
+
"block7_v_sharpness": 0.008390894159674644,
|
| 236 |
+
"block7_o_sharpness": 0.0014436690835282207,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.001081425929442048,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0009127195808105171,
|
| 239 |
+
"block11_q_sharpness": 0.00015082590107340366,
|
| 240 |
+
"block11_k_sharpness": 0.0005026207072660327,
|
| 241 |
+
"block11_v_sharpness": 0.002389653818681836,
|
| 242 |
+
"block11_o_sharpness": 0.0004889069823548198,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.001569645944982767,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.005003533326089382,
|
| 245 |
+
"sum_layer_numerators": 0.012059715592851447,
|
| 246 |
+
"block_diag_sharpness": 0.004495041740931223,
|
| 247 |
+
"cross_layer_sharpness": 0.019614036830269146
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_3000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.1497557163238525,
|
| 3 |
+
"total_l1_linf_norm": 18950.060546875,
|
| 4 |
+
"total_spectral_norm": 2.1497561931610107,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3195470571517944,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3474021255970001,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.22249874472618103,
|
| 8 |
+
"layer_1_update_fnorm": 0.47134464979171753,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5569337606430054,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.07106319069862366,
|
| 11 |
+
"layer_2_update_fnorm": 0.4917309582233429,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5544714331626892,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07959664613008499,
|
| 14 |
+
"layer_3_update_fnorm": 0.4734719395637512,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5852532386779785,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.0696815699338913,
|
| 17 |
+
"layer_4_update_fnorm": 0.4691915512084961,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5736472606658936,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08069896697998047,
|
| 20 |
+
"layer_5_update_fnorm": 0.3919770419597626,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.41719526052474976,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.05869249626994133,
|
| 23 |
+
"layer_6_update_fnorm": 0.4777861535549164,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5398766994476318,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.06912793219089508,
|
| 26 |
+
"layer_7_update_fnorm": 0.4927985668182373,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5867627859115601,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06578514724969864,
|
| 29 |
+
"layer_8_update_fnorm": 0.49918121099472046,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5508004426956177,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.05573106184601784,
|
| 32 |
+
"layer_9_update_fnorm": 0.5140686631202698,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5464794039726257,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.04980715736746788,
|
| 35 |
+
"layer_10_update_fnorm": 0.5290634632110596,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5482347011566162,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.0523066371679306,
|
| 38 |
+
"layer_11_update_fnorm": 0.5341517925262451,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5567793846130371,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05605701357126236,
|
| 41 |
+
"layer_12_update_fnorm": 0.5181834697723389,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5505092144012451,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07703755050897598,
|
| 44 |
+
"block0_q_update_fnorm": 0.13139225542545319,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.18932169675827026,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.0534876249730587,
|
| 47 |
+
"block0_k_update_fnorm": 0.12673215568065643,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.20284873247146606,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.06595689803361893,
|
| 50 |
+
"block0_v_update_fnorm": 0.1426221877336502,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.19973628222942352,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05836893618106842,
|
| 53 |
+
"block0_o_update_fnorm": 0.1439841240644455,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.1548595428466797,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.04682212695479393,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.28433117270469666,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.17802724242210388,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.06590156257152557,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.25852999091148376,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5569337606430054,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07106319069862366,
|
| 62 |
+
"block3_q_update_fnorm": 0.13927258551120758,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.16722634434700012,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.041243504732847214,
|
| 65 |
+
"block3_k_update_fnorm": 0.13232329487800598,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.18916665017604828,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.02978556603193283,
|
| 68 |
+
"block3_v_update_fnorm": 0.11278526484966278,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.1475238800048828,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.034870781004428864,
|
| 71 |
+
"block3_o_update_fnorm": 0.12194743007421494,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.14351171255111694,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04134241119027138,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.30016589164733887,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.20607739686965942,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06642970442771912,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.25579118728637695,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5736472606658936,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08069896697998047,
|
| 80 |
+
"block7_q_update_fnorm": 0.15497758984565735,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15937727689743042,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.03274664655327797,
|
| 83 |
+
"block7_k_update_fnorm": 0.146414116024971,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1652306169271469,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.030154544860124588,
|
| 86 |
+
"block7_v_update_fnorm": 0.12716589868068695,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13366776704788208,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03094194270670414,
|
| 89 |
+
"block7_o_update_fnorm": 0.1409217268228531,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13510702550411224,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.028455359861254692,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.29756253957748413,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.1746959388256073,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.05280434712767601,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.28114911913871765,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5508004426956177,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.05573106184601784,
|
| 98 |
+
"block11_q_update_fnorm": 0.15884050726890564,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.19600288569927216,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.03301933407783508,
|
| 101 |
+
"block11_k_update_fnorm": 0.14985758066177368,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.19058480858802795,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.029990533366799355,
|
| 104 |
+
"block11_v_update_fnorm": 0.13765616714954376,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1690811812877655,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.04919787868857384,
|
| 107 |
+
"block11_o_update_fnorm": 0.15614710748195648,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.1706615388393402,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.04396578669548035,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31258952617645264,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.19215303659439087,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.058759063482284546,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2822701036930084,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5505092144012451,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07703755050897598,
|
| 116 |
+
"total_sharpness": 0.011042810045182705,
|
| 117 |
+
"block_total_sharpness": 0.016138872131705284,
|
| 118 |
+
"v_norm_block": 1.6971291303634644,
|
| 119 |
+
"v_T_H_v_block": 0.04648393765091896,
|
| 120 |
+
"v_norm": 2.1497557163238525,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.07710719108581543,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.11533043533563614,
|
| 123 |
+
"g_hvp_norm": 0.3110010325908661,
|
| 124 |
+
"ip_v_neg_g_t": 0.0774843692779541,
|
| 125 |
+
"cos_v_neg_g_t": 0.14082670211791992,
|
| 126 |
+
"g_t_norm": 0.2559410631656647,
|
| 127 |
+
"g_norm": 0.3110010325908661,
|
| 128 |
+
"hv_norm": 0.41667813062667847,
|
| 129 |
+
"cos_v_hv": 0.056972865015268326,
|
| 130 |
+
"hg_norm": 2.669110059738159,
|
| 131 |
+
"cos_g_hg": 0.5664755702018738,
|
| 132 |
+
"v_parallel_norm": 0.01664835214614868,
|
| 133 |
+
"v_perp_norm": 2.149691343307495,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3195470571517944,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.1041894480586052,
|
| 136 |
+
"layer_1_v_norm": 0.47134464979171753,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.22235631942749023,
|
| 138 |
+
"layer_2_v_norm": 0.4917309582233429,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.1145423874258995,
|
| 140 |
+
"layer_3_v_norm": 0.47347190976142883,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.102622389793396,
|
| 142 |
+
"layer_4_v_norm": 0.4691915512084961,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.10180998593568802,
|
| 144 |
+
"layer_5_v_norm": 0.3919770419597626,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.06343953311443329,
|
| 146 |
+
"layer_6_v_norm": 0.4777861535549164,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.09370999038219452,
|
| 148 |
+
"layer_7_v_norm": 0.4927985668182373,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.11819224059581757,
|
| 150 |
+
"layer_8_v_norm": 0.49918121099472046,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.10922595113515854,
|
| 152 |
+
"layer_9_v_norm": 0.5140686631202698,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.11201537400484085,
|
| 154 |
+
"layer_10_v_norm": 0.5290634632110596,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.13845369219779968,
|
| 156 |
+
"layer_11_v_norm": 0.5341517925262451,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.16860128939151764,
|
| 158 |
+
"layer_12_v_norm": 0.5181834697723389,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.20336245000362396,
|
| 160 |
+
"block0_q_v_norm": 0.13139225542545319,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.22984087467193604,
|
| 162 |
+
"block0_k_v_norm": 0.12673215568065643,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.22398608922958374,
|
| 164 |
+
"block0_v_v_norm": 0.1426221877336502,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.3399662673473358,
|
| 166 |
+
"block0_o_v_norm": 0.1439841240644455,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.2840937077999115,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.28433117270469666,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.2681010961532593,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.25852999091148376,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.2399325668811798,
|
| 172 |
+
"block3_q_v_norm": 0.13927258551120758,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.11639433354139328,
|
| 174 |
+
"block3_k_v_norm": 0.13232329487800598,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.12708944082260132,
|
| 176 |
+
"block3_v_v_norm": 0.11278526484966278,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.07269942760467529,
|
| 178 |
+
"block3_o_v_norm": 0.12194743007421494,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.18839998543262482,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.30016589164733887,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.09800019860267639,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.25579118728637695,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2542665898799896,
|
| 184 |
+
"block7_q_v_norm": 0.15497758984565735,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.12075410783290863,
|
| 186 |
+
"block7_k_v_norm": 0.146414116024971,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.22143736481666565,
|
| 188 |
+
"block7_v_v_norm": 0.12716589868068695,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.09140025079250336,
|
| 190 |
+
"block7_o_v_norm": 0.1409217268228531,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.24600397050380707,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.29756253957748413,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.1448824405670166,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.28114911913871765,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.2350309193134308,
|
| 196 |
+
"block11_q_v_norm": 0.15884050726890564,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.1787518709897995,
|
| 198 |
+
"block11_k_v_norm": 0.14985758066177368,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.2392301857471466,
|
| 200 |
+
"block11_v_v_norm": 0.13765616714954376,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.16960075497627258,
|
| 202 |
+
"block11_o_v_norm": 0.15614710748195648,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.29285573959350586,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31258952617645264,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.20739378035068512,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2822701036930084,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.23761776089668274,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00048250737017951906,
|
| 209 |
+
"layer_1_sharpness": 0.016759153455495834,
|
| 210 |
+
"layer_2_sharpness": 0.0006971477996557951,
|
| 211 |
+
"layer_3_sharpness": 0.0013500176137313247,
|
| 212 |
+
"layer_4_sharpness": 0.0016444737557321787,
|
| 213 |
+
"layer_5_sharpness": 0.00316236587241292,
|
| 214 |
+
"layer_6_sharpness": 0.0018680215580388904,
|
| 215 |
+
"layer_7_sharpness": 0.0023079621605575085,
|
| 216 |
+
"layer_8_sharpness": 0.002772287232801318,
|
| 217 |
+
"layer_9_sharpness": 0.0022515486925840378,
|
| 218 |
+
"layer_10_sharpness": 0.0019145653350278735,
|
| 219 |
+
"layer_11_sharpness": 0.002273761900141835,
|
| 220 |
+
"layer_12_sharpness": 0.003829655237495899,
|
| 221 |
+
"block0_q_sharpness": 0.0012575739528983831,
|
| 222 |
+
"block0_k_sharpness": 0.0014272552216425538,
|
| 223 |
+
"block0_v_sharpness": 0.022214753553271294,
|
| 224 |
+
"block0_o_sharpness": 0.007338069379329681,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.003146628849208355,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.00530032766982913,
|
| 227 |
+
"block3_q_sharpness": 0.0002633916446939111,
|
| 228 |
+
"block3_k_sharpness": 0.00026362205971963704,
|
| 229 |
+
"block3_v_sharpness": 0.0024204181972891092,
|
| 230 |
+
"block3_o_sharpness": 0.0015811719931662083,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002731917193159461,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0007253071526065469,
|
| 233 |
+
"block7_q_sharpness": 0.0002305737289134413,
|
| 234 |
+
"block7_k_sharpness": 0.0008409728179685771,
|
| 235 |
+
"block7_v_sharpness": 0.006564931012690067,
|
| 236 |
+
"block7_o_sharpness": 0.0009098178707063198,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0008937998791225255,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0006292591569945216,
|
| 239 |
+
"block11_q_sharpness": 0.00022969546262174845,
|
| 240 |
+
"block11_k_sharpness": 0.0006345751462504268,
|
| 241 |
+
"block11_v_sharpness": 0.0021715161856263876,
|
| 242 |
+
"block11_o_sharpness": 0.0005006994470022619,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0014060774119570851,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.002632556017488241,
|
| 245 |
+
"sum_layer_numerators": 0.009528119905908468,
|
| 246 |
+
"block_diag_sharpness": 0.00330809092507632,
|
| 247 |
+
"cross_layer_sharpness": 0.012830781206628963
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_3500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.1458616256713867,
|
| 3 |
+
"total_l1_linf_norm": 18973.3828125,
|
| 4 |
+
"total_spectral_norm": 2.1458616256713867,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3205833435058594,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.33823490142822266,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21585865318775177,
|
| 8 |
+
"layer_1_update_fnorm": 0.47786611318588257,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6036635637283325,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.07750533521175385,
|
| 11 |
+
"layer_2_update_fnorm": 0.4993388056755066,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5958908796310425,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07854508608579636,
|
| 14 |
+
"layer_3_update_fnorm": 0.4870718717575073,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6222554445266724,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.09395499527454376,
|
| 17 |
+
"layer_4_update_fnorm": 0.4754326641559601,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5733792781829834,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08074019104242325,
|
| 20 |
+
"layer_5_update_fnorm": 0.40852805972099304,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.47146183252334595,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07283128798007965,
|
| 23 |
+
"layer_6_update_fnorm": 0.47288593649864197,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5308892726898193,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07460223138332367,
|
| 26 |
+
"layer_7_update_fnorm": 0.4898272752761841,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5304090976715088,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06820098310709,
|
| 29 |
+
"layer_8_update_fnorm": 0.4891347885131836,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.507716953754425,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.055828459560871124,
|
| 32 |
+
"layer_9_update_fnorm": 0.5029357671737671,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5282784700393677,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.04773006960749626,
|
| 35 |
+
"layer_10_update_fnorm": 0.5168857574462891,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5447120666503906,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.048305921256542206,
|
| 38 |
+
"layer_11_update_fnorm": 0.5208221673965454,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5455729961395264,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05105141922831535,
|
| 41 |
+
"layer_12_update_fnorm": 0.5086653232574463,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5593655109405518,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07626365125179291,
|
| 44 |
+
"block0_q_update_fnorm": 0.14644725620746613,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.21311232447624207,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.06257100403308868,
|
| 47 |
+
"block0_k_update_fnorm": 0.1419764757156372,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.24484431743621826,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.07686351984739304,
|
| 50 |
+
"block0_v_update_fnorm": 0.1417917162179947,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.19986149668693542,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05875599756836891,
|
| 53 |
+
"block0_o_update_fnorm": 0.14181174337863922,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.16298526525497437,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.04694660007953644,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.28478094935417175,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.16005316376686096,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.058666378259658813,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.25560978055000305,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6036635637283325,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07750533521175385,
|
| 62 |
+
"block3_q_update_fnorm": 0.14627712965011597,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.16940778493881226,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.05164465680718422,
|
| 65 |
+
"block3_k_update_fnorm": 0.14206312596797943,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.22339561581611633,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.04488109052181244,
|
| 68 |
+
"block3_v_update_fnorm": 0.11614935100078583,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.13877347111701965,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.038845792412757874,
|
| 71 |
+
"block3_o_update_fnorm": 0.1234036460518837,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.14479990303516388,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04506295919418335,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.30097392201423645,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.25363537669181824,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.0660528689622879,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2550097703933716,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5733792781829834,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08074019104242325,
|
| 80 |
+
"block7_q_update_fnorm": 0.15539085865020752,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.1506575047969818,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.02961263246834278,
|
| 83 |
+
"block7_k_update_fnorm": 0.14460033178329468,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.15146437287330627,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.028283681720495224,
|
| 86 |
+
"block7_v_update_fnorm": 0.12466499209403992,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13368931412696838,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.028719382360577583,
|
| 89 |
+
"block7_o_update_fnorm": 0.1393953412771225,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13862696290016174,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.031142786145210266,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.2926619052886963,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.15730157494544983,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.05071257799863815,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27105772495269775,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.507716953754425,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.055828459560871124,
|
| 98 |
+
"block11_q_update_fnorm": 0.15599936246871948,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16086210310459137,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.030659116804599762,
|
| 101 |
+
"block11_k_update_fnorm": 0.14528697729110718,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16924145817756653,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.02697388269007206,
|
| 104 |
+
"block11_v_update_fnorm": 0.13202379643917084,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.15091606974601746,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.04179326817393303,
|
| 107 |
+
"block11_o_update_fnorm": 0.1502908319234848,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15615417063236237,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.038696564733982086,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31012246012687683,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.18368162214756012,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.053987789899110794,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.27748122811317444,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5593655109405518,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07626365125179291,
|
| 116 |
+
"total_sharpness": 0.013504578731954098,
|
| 117 |
+
"block_total_sharpness": 0.020519617944955826,
|
| 118 |
+
"v_norm_block": 1.6913844347000122,
|
| 119 |
+
"v_T_H_v_block": 0.05870214104652405,
|
| 120 |
+
"v_norm": 2.1458616256713867,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.07162473350763321,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.09132310003042221,
|
| 123 |
+
"g_hvp_norm": 0.36549434065818787,
|
| 124 |
+
"ip_v_neg_g_t": 0.07190994173288345,
|
| 125 |
+
"cos_v_neg_g_t": 0.10592620819807053,
|
| 126 |
+
"g_t_norm": 0.3163616359233856,
|
| 127 |
+
"g_norm": 0.36549434065818787,
|
| 128 |
+
"hv_norm": 0.6324909925460815,
|
| 129 |
+
"cos_v_hv": 0.04581718146800995,
|
| 130 |
+
"hg_norm": 3.543525457382202,
|
| 131 |
+
"cos_g_hg": 0.7313399910926819,
|
| 132 |
+
"v_parallel_norm": 0.010325468145310879,
|
| 133 |
+
"v_perp_norm": 2.14583683013916,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3205833435058594,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09712754189968109,
|
| 136 |
+
"layer_1_v_norm": 0.47786611318588257,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.19163356721401215,
|
| 138 |
+
"layer_2_v_norm": 0.4993388056755066,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.10597433894872665,
|
| 140 |
+
"layer_3_v_norm": 0.48707184195518494,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.09485556930303574,
|
| 142 |
+
"layer_4_v_norm": 0.4754326641559601,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.07007507234811783,
|
| 144 |
+
"layer_5_v_norm": 0.40852805972099304,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.05330115929245949,
|
| 146 |
+
"layer_6_v_norm": 0.47288593649864197,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.07685965299606323,
|
| 148 |
+
"layer_7_v_norm": 0.4898272752761841,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.0965912714600563,
|
| 150 |
+
"layer_8_v_norm": 0.4891347885131836,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.09073268622159958,
|
| 152 |
+
"layer_9_v_norm": 0.5029357671737671,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.08860470354557037,
|
| 154 |
+
"layer_10_v_norm": 0.5168857574462891,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.09849929809570312,
|
| 156 |
+
"layer_11_v_norm": 0.5208222270011902,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.11756719648838043,
|
| 158 |
+
"layer_12_v_norm": 0.5086653232574463,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.16254150867462158,
|
| 160 |
+
"block0_q_v_norm": 0.14644725620746613,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.25177496671676636,
|
| 162 |
+
"block0_k_v_norm": 0.1419764757156372,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.2372053563594818,
|
| 164 |
+
"block0_v_v_norm": 0.1417917162179947,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.2353091835975647,
|
| 166 |
+
"block0_o_v_norm": 0.14181174337863922,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.24227182567119598,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.28478094935417175,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.20900243520736694,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.25560978055000305,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.22504281997680664,
|
| 172 |
+
"block3_q_v_norm": 0.14627712965011597,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.06570141017436981,
|
| 174 |
+
"block3_k_v_norm": 0.14206312596797943,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.1164306253194809,
|
| 176 |
+
"block3_v_v_norm": 0.11614935100078583,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.06569445133209229,
|
| 178 |
+
"block3_o_v_norm": 0.1234036460518837,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.180689737200737,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.30097392201423645,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.06543493270874023,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2550097703933716,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.23868601024150848,
|
| 184 |
+
"block7_q_v_norm": 0.15539085865020752,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.10844066739082336,
|
| 186 |
+
"block7_k_v_norm": 0.14460033178329468,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.21427245438098907,
|
| 188 |
+
"block7_v_v_norm": 0.12466499209403992,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.07633031159639359,
|
| 190 |
+
"block7_o_v_norm": 0.1393953412771225,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.23805490136146545,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.2926619052886963,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.12325988709926605,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27105772495269775,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.21738839149475098,
|
| 196 |
+
"block11_q_v_norm": 0.15599936246871948,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.14599928259849548,
|
| 198 |
+
"block11_k_v_norm": 0.14528697729110718,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.20003636181354523,
|
| 200 |
+
"block11_v_v_norm": 0.13202379643917084,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.10776085406541824,
|
| 202 |
+
"block11_o_v_norm": 0.1502908319234848,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.22053611278533936,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31012246012687683,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.17227357625961304,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.27748122811317444,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.2254214882850647,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00036498316330835223,
|
| 209 |
+
"layer_1_sharpness": 0.018024679273366928,
|
| 210 |
+
"layer_2_sharpness": 0.0026104615535587072,
|
| 211 |
+
"layer_3_sharpness": 0.014721065759658813,
|
| 212 |
+
"layer_4_sharpness": 0.004084389191120863,
|
| 213 |
+
"layer_5_sharpness": 0.0024405308067798615,
|
| 214 |
+
"layer_6_sharpness": 0.0015028456691652536,
|
| 215 |
+
"layer_7_sharpness": 0.0022644049022346735,
|
| 216 |
+
"layer_8_sharpness": 0.0027304883114993572,
|
| 217 |
+
"layer_9_sharpness": 0.0021199514158070087,
|
| 218 |
+
"layer_10_sharpness": 0.0014107298338785768,
|
| 219 |
+
"layer_11_sharpness": 0.0013748579658567905,
|
| 220 |
+
"layer_12_sharpness": 0.0037735728546977043,
|
| 221 |
+
"block0_q_sharpness": 0.003041571006178856,
|
| 222 |
+
"block0_k_sharpness": 0.004324707668274641,
|
| 223 |
+
"block0_v_sharpness": 0.009459041990339756,
|
| 224 |
+
"block0_o_sharpness": 0.007307397201657295,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.005029086489230394,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0060091521590948105,
|
| 227 |
+
"block3_q_sharpness": 0.0009639851632528007,
|
| 228 |
+
"block3_k_sharpness": 0.004078783560544252,
|
| 229 |
+
"block3_v_sharpness": 0.006527672987431288,
|
| 230 |
+
"block3_o_sharpness": 0.0014132780488580465,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0003000116557814181,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0005817904020659626,
|
| 233 |
+
"block7_q_sharpness": 0.00023817252076696604,
|
| 234 |
+
"block7_k_sharpness": 0.0007132559549063444,
|
| 235 |
+
"block7_v_sharpness": 0.005951965227723122,
|
| 236 |
+
"block7_o_sharpness": 0.000929738103877753,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0007931268191896379,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.00057104422012344,
|
| 239 |
+
"block11_q_sharpness": 0.00019135259208269417,
|
| 240 |
+
"block11_k_sharpness": 0.0003771207411773503,
|
| 241 |
+
"block11_v_sharpness": 0.001718247076496482,
|
| 242 |
+
"block11_o_sharpness": 0.0002672503178473562,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0011537439422681928,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0033688675612211227,
|
| 245 |
+
"sum_layer_numerators": 0.013384973101343844,
|
| 246 |
+
"block_diag_sharpness": 0.004678782356947816,
|
| 247 |
+
"cross_layer_sharpness": 0.015840835588008008
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_4000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.102104902267456,
|
| 3 |
+
"total_l1_linf_norm": 18443.8125,
|
| 4 |
+
"total_spectral_norm": 2.102105140686035,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3251687288284302,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.38179105520248413,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.20939205586910248,
|
| 8 |
+
"layer_1_update_fnorm": 0.41967177391052246,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5741637349128723,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.0680166557431221,
|
| 11 |
+
"layer_2_update_fnorm": 0.4577994644641876,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5476995706558228,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.073463074862957,
|
| 14 |
+
"layer_3_update_fnorm": 0.4488747715950012,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5586612224578857,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.07189803570508957,
|
| 17 |
+
"layer_4_update_fnorm": 0.4489603638648987,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5871018171310425,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.07272996753454208,
|
| 20 |
+
"layer_5_update_fnorm": 0.37777215242385864,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.3864077925682068,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.055990420281887054,
|
| 23 |
+
"layer_6_update_fnorm": 0.4541267454624176,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.4978935420513153,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.06702515482902527,
|
| 26 |
+
"layer_7_update_fnorm": 0.47778570652008057,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5556332468986511,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06313592195510864,
|
| 29 |
+
"layer_8_update_fnorm": 0.4917474091053009,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.526319146156311,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.05718600004911423,
|
| 32 |
+
"layer_9_update_fnorm": 0.5072108507156372,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5209879875183105,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.04813522845506668,
|
| 35 |
+
"layer_10_update_fnorm": 0.516632616519928,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5307652354240417,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.04614683985710144,
|
| 38 |
+
"layer_11_update_fnorm": 0.5229732990264893,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5397071838378906,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.049189817160367966,
|
| 41 |
+
"layer_12_update_fnorm": 0.5072520971298218,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.534401535987854,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.071581169962883,
|
| 44 |
+
"block0_q_update_fnorm": 0.12117984145879745,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.1604061871767044,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.04223224148154259,
|
| 47 |
+
"block0_k_update_fnorm": 0.11362408846616745,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.21923628449440002,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.049233078956604004,
|
| 50 |
+
"block0_v_update_fnorm": 0.1120595932006836,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.14565029740333557,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.037297364324331284,
|
| 53 |
+
"block0_o_update_fnorm": 0.1023193895816803,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.11586378514766693,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.0290885828435421,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.26263535022735596,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.15029866993427277,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.049878090620040894,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.23757502436637878,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5741637349128723,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.0680166557431221,
|
| 62 |
+
"block3_q_update_fnorm": 0.12900513410568237,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.15580759942531586,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.03981593996286392,
|
| 65 |
+
"block3_k_update_fnorm": 0.11846579611301422,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.1801891326904297,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.02901359088718891,
|
| 68 |
+
"block3_v_update_fnorm": 0.09979409724473953,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.13870543241500854,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.026785435155034065,
|
| 71 |
+
"block3_o_update_fnorm": 0.10492775589227676,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.1284787505865097,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.0323837548494339,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.29325735569000244,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.19821086525917053,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06595678627490997,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2526082694530487,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5871018171310425,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.07272996753454208,
|
| 80 |
+
"block7_q_update_fnorm": 0.15213407576084137,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15295670926570892,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.028882727026939392,
|
| 83 |
+
"block7_k_update_fnorm": 0.14411592483520508,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1485150307416916,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.027027113363146782,
|
| 86 |
+
"block7_v_update_fnorm": 0.1261095106601715,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13375522196292877,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.029625380411744118,
|
| 89 |
+
"block7_o_update_fnorm": 0.13703276216983795,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13074588775634766,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.026108581572771072,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.29574453830718994,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.16865861415863037,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.05263397470116615,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2750343978404999,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.526319146156311,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.05718600004911423,
|
| 98 |
+
"block11_q_update_fnorm": 0.15252834558486938,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.15487438440322876,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.026553690433502197,
|
| 101 |
+
"block11_k_update_fnorm": 0.14459775388240814,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16592225432395935,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.024592801928520203,
|
| 104 |
+
"block11_v_update_fnorm": 0.13185343146324158,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1510765552520752,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.03581467643380165,
|
| 107 |
+
"block11_o_update_fnorm": 0.1473807543516159,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.14733631908893585,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03693215921521187,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31059712171554565,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.18523207306861877,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.05218193680047989,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.278291791677475,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.534401535987854,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.071581169962883,
|
| 116 |
+
"total_sharpness": 0.007589330431073904,
|
| 117 |
+
"block_total_sharpness": 0.011462503112852573,
|
| 118 |
+
"v_norm_block": 1.631800889968872,
|
| 119 |
+
"v_T_H_v_block": 0.0305220577865839,
|
| 120 |
+
"v_norm": 2.102104902267456,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.06282685697078705,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.0909031480550766,
|
| 123 |
+
"g_hvp_norm": 0.3287850022315979,
|
| 124 |
+
"ip_v_neg_g_t": 0.06313829869031906,
|
| 125 |
+
"cos_v_neg_g_t": 0.11392225325107574,
|
| 126 |
+
"g_t_norm": 0.2636513113975525,
|
| 127 |
+
"g_norm": 0.3287850022315979,
|
| 128 |
+
"hv_norm": 0.40158939361572266,
|
| 129 |
+
"cos_v_hv": 0.039726074784994125,
|
| 130 |
+
"hg_norm": 4.467170238494873,
|
| 131 |
+
"cos_g_hg": 0.5549968481063843,
|
| 132 |
+
"v_parallel_norm": 0.012822181917726994,
|
| 133 |
+
"v_perp_norm": 2.1020658016204834,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3251687288284302,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09907123446464539,
|
| 136 |
+
"layer_1_v_norm": 0.41967177391052246,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.17371641099452972,
|
| 138 |
+
"layer_2_v_norm": 0.4577994644641876,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.08416497707366943,
|
| 140 |
+
"layer_3_v_norm": 0.4488747715950012,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.07892580330371857,
|
| 142 |
+
"layer_4_v_norm": 0.4489603638648987,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.07498294115066528,
|
| 144 |
+
"layer_5_v_norm": 0.37777215242385864,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.049202460795640945,
|
| 146 |
+
"layer_6_v_norm": 0.4541267454624176,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.07694196701049805,
|
| 148 |
+
"layer_7_v_norm": 0.47778570652008057,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.09110332280397415,
|
| 150 |
+
"layer_8_v_norm": 0.4917473793029785,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.0910501480102539,
|
| 152 |
+
"layer_9_v_norm": 0.5072108507156372,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.08941646665334702,
|
| 154 |
+
"layer_10_v_norm": 0.516632616519928,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.10114607959985733,
|
| 156 |
+
"layer_11_v_norm": 0.5229732990264893,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.12825405597686768,
|
| 158 |
+
"layer_12_v_norm": 0.5072520971298218,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.15993811190128326,
|
| 160 |
+
"block0_q_v_norm": 0.12117984145879745,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.2156696766614914,
|
| 162 |
+
"block0_k_v_norm": 0.11362408846616745,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.2022770792245865,
|
| 164 |
+
"block0_v_v_norm": 0.1120595932006836,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.24638180434703827,
|
| 166 |
+
"block0_o_v_norm": 0.1023193895816803,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.2138211876153946,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.26263535022735596,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.17557142674922943,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.23757502436637878,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.210459366440773,
|
| 172 |
+
"block3_q_v_norm": 0.12900513410568237,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.07218868285417557,
|
| 174 |
+
"block3_k_v_norm": 0.11846579611301422,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.09665555506944656,
|
| 176 |
+
"block3_v_v_norm": 0.09979409724473953,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.056226033717393875,
|
| 178 |
+
"block3_o_v_norm": 0.10492775589227676,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.15476320683956146,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.29325735569000244,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.07733882963657379,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2526082694530487,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.22670918703079224,
|
| 184 |
+
"block7_q_v_norm": 0.15213407576084137,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.10153356194496155,
|
| 186 |
+
"block7_k_v_norm": 0.14411592483520508,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.21105870604515076,
|
| 188 |
+
"block7_v_v_norm": 0.1261095106601715,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.06971079856157303,
|
| 190 |
+
"block7_o_v_norm": 0.13703276216983795,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.23784804344177246,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.29574453830718994,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.12305241823196411,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2750343978404999,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.22498701512813568,
|
| 196 |
+
"block11_q_v_norm": 0.15252834558486938,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.13464300334453583,
|
| 198 |
+
"block11_k_v_norm": 0.14459775388240814,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.1837703138589859,
|
| 200 |
+
"block11_v_v_norm": 0.13185343146324158,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.1054222360253334,
|
| 202 |
+
"block11_o_v_norm": 0.1473807543516159,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.23729181289672852,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31059712171554565,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.16817833483219147,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.278291791677475,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.20880456268787384,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00034645796404220164,
|
| 209 |
+
"layer_1_sharpness": 0.009796918369829655,
|
| 210 |
+
"layer_2_sharpness": 0.0009754726197570562,
|
| 211 |
+
"layer_3_sharpness": 0.0018457408295944333,
|
| 212 |
+
"layer_4_sharpness": 0.001173093798570335,
|
| 213 |
+
"layer_5_sharpness": 0.0016400627791881561,
|
| 214 |
+
"layer_6_sharpness": 0.0012395220110192895,
|
| 215 |
+
"layer_7_sharpness": 0.0019689491018652916,
|
| 216 |
+
"layer_8_sharpness": 0.002821131609380245,
|
| 217 |
+
"layer_9_sharpness": 0.0021939610596746206,
|
| 218 |
+
"layer_10_sharpness": 0.0013474212028086185,
|
| 219 |
+
"layer_11_sharpness": 0.0012072956888005137,
|
| 220 |
+
"layer_12_sharpness": 0.0023612165823578835,
|
| 221 |
+
"block0_q_sharpness": 0.002248128643259406,
|
| 222 |
+
"block0_k_sharpness": 0.002135372953489423,
|
| 223 |
+
"block0_v_sharpness": 0.013058677315711975,
|
| 224 |
+
"block0_o_sharpness": 0.005293515510857105,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.002079394878819585,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.004130362533032894,
|
| 227 |
+
"block3_q_sharpness": 0.0003036537382286042,
|
| 228 |
+
"block3_k_sharpness": 0.0005369111895561218,
|
| 229 |
+
"block3_v_sharpness": 0.0019664736464619637,
|
| 230 |
+
"block3_o_sharpness": 0.0010299377609044313,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00021314249897841364,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.00040707678999751806,
|
| 233 |
+
"block7_q_sharpness": 0.00017235054110642523,
|
| 234 |
+
"block7_k_sharpness": 0.0005429222364909947,
|
| 235 |
+
"block7_v_sharpness": 0.005242952611297369,
|
| 236 |
+
"block7_o_sharpness": 0.0007530156290158629,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0010192558402195573,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0007078588241711259,
|
| 239 |
+
"block11_q_sharpness": 0.00013780621520709246,
|
| 240 |
+
"block11_k_sharpness": 0.00025678533711470664,
|
| 241 |
+
"block11_v_sharpness": 0.0011617329437285662,
|
| 242 |
+
"block11_o_sharpness": 0.00028534242301248014,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0006901317974552512,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0021533218678086996,
|
| 245 |
+
"sum_layer_numerators": 0.006021427361778685,
|
| 246 |
+
"block_diag_sharpness": 0.002261336123534469,
|
| 247 |
+
"cross_layer_sharpness": 0.009201166989318103
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_4500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.1795003414154053,
|
| 3 |
+
"total_l1_linf_norm": 19289.06640625,
|
| 4 |
+
"total_spectral_norm": 2.1795005798339844,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3287427425384521,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.34130311012268066,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21470917761325836,
|
| 8 |
+
"layer_1_update_fnorm": 0.4885895848274231,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6196495294570923,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08415339142084122,
|
| 11 |
+
"layer_2_update_fnorm": 0.5033981204032898,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.6364707946777344,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08085549622774124,
|
| 14 |
+
"layer_3_update_fnorm": 0.4887106716632843,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6245906352996826,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.08845257014036179,
|
| 17 |
+
"layer_4_update_fnorm": 0.48565366864204407,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6176682710647583,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08706041425466537,
|
| 20 |
+
"layer_5_update_fnorm": 0.4266088902950287,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.4349868893623352,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.06736110895872116,
|
| 23 |
+
"layer_6_update_fnorm": 0.48790329694747925,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5796384811401367,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.0750521868467331,
|
| 26 |
+
"layer_7_update_fnorm": 0.5017249584197998,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5632020235061646,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06894224137067795,
|
| 29 |
+
"layer_8_update_fnorm": 0.5016148090362549,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5972493886947632,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06713412702083588,
|
| 32 |
+
"layer_9_update_fnorm": 0.512507438659668,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5350360870361328,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.05345696210861206,
|
| 35 |
+
"layer_10_update_fnorm": 0.5253869295120239,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5700498223304749,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.04325145483016968,
|
| 38 |
+
"layer_11_update_fnorm": 0.5320477485656738,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.547176718711853,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.04835066199302673,
|
| 41 |
+
"layer_12_update_fnorm": 0.5221859812736511,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5577180981636047,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.0740601047873497,
|
| 44 |
+
"block0_q_update_fnorm": 0.14690783619880676,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.21267253160476685,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.04916306212544441,
|
| 47 |
+
"block0_k_update_fnorm": 0.14516299962997437,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.2361372411251068,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.07184190303087234,
|
| 50 |
+
"block0_v_update_fnorm": 0.14445053040981293,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.1818607598543167,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05504130572080612,
|
| 53 |
+
"block0_o_update_fnorm": 0.14362357556819916,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.15928219258785248,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.043453168123960495,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.29523965716362,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.16272279620170593,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.053417038172483444,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.25943994522094727,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6196495294570923,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.08415339142084122,
|
| 62 |
+
"block3_q_update_fnorm": 0.1461748480796814,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.16516205668449402,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.05058123171329498,
|
| 65 |
+
"block3_k_update_fnorm": 0.14073973894119263,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.21485067903995514,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.04478902369737625,
|
| 68 |
+
"block3_v_update_fnorm": 0.12210050225257874,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.16080129146575928,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.0414787232875824,
|
| 71 |
+
"block3_o_update_fnorm": 0.12886326014995575,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.16499567031860352,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04771694168448448,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.3067251145839691,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.20322579145431519,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.07054810971021652,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.26260265707969666,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6176682710647583,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08706041425466537,
|
| 80 |
+
"block7_q_update_fnorm": 0.15869823098182678,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.1551990807056427,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.028635382652282715,
|
| 83 |
+
"block7_k_update_fnorm": 0.1517975628376007,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.16260768473148346,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.027805766090750694,
|
| 86 |
+
"block7_v_update_fnorm": 0.13210773468017578,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13762253522872925,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.030055589973926544,
|
| 89 |
+
"block7_o_update_fnorm": 0.14287471771240234,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13697917759418488,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.026758234947919846,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.2999843657016754,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.16970984637737274,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.0482991524040699,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27462565898895264,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5972493886947632,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06713412702083588,
|
| 98 |
+
"block11_q_update_fnorm": 0.16057440638542175,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16137667000293732,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.029785694554448128,
|
| 101 |
+
"block11_k_update_fnorm": 0.1513337641954422,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16085848212242126,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.024512819945812225,
|
| 104 |
+
"block11_v_update_fnorm": 0.13997885584831238,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.16045629978179932,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.03774942457675934,
|
| 107 |
+
"block11_o_update_fnorm": 0.15450215339660645,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15540096163749695,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03889188542962074,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31612053513526917,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.18352153897285461,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.051458653062582016,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2836816608905792,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5577180981636047,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.0740601047873497,
|
| 116 |
+
"total_sharpness": 0.012600838206708431,
|
| 117 |
+
"block_total_sharpness": 0.019026262685656548,
|
| 118 |
+
"v_norm_block": 1.7276185750961304,
|
| 119 |
+
"v_T_H_v_block": 0.05678703635931015,
|
| 120 |
+
"v_norm": 2.1795003414154053,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.07172560691833496,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.08496356755495071,
|
| 123 |
+
"g_hvp_norm": 0.3873330354690552,
|
| 124 |
+
"ip_v_neg_g_t": 0.07204503566026688,
|
| 125 |
+
"cos_v_neg_g_t": 0.10019131749868393,
|
| 126 |
+
"g_t_norm": 0.32992637157440186,
|
| 127 |
+
"g_norm": 0.3873330354690552,
|
| 128 |
+
"hv_norm": 0.700872540473938,
|
| 129 |
+
"cos_v_hv": 0.039184775203466415,
|
| 130 |
+
"hg_norm": 5.430106163024902,
|
| 131 |
+
"cos_g_hg": 0.7174718976020813,
|
| 132 |
+
"v_parallel_norm": 0.009143189527094364,
|
| 133 |
+
"v_perp_norm": 2.179481267929077,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3287427425384521,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09860493987798691,
|
| 136 |
+
"layer_1_v_norm": 0.4885895848274231,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.1815231591463089,
|
| 138 |
+
"layer_2_v_norm": 0.5033981204032898,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.09086377918720245,
|
| 140 |
+
"layer_3_v_norm": 0.4887106716632843,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.07650909572839737,
|
| 142 |
+
"layer_4_v_norm": 0.48565366864204407,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.06891923397779465,
|
| 144 |
+
"layer_5_v_norm": 0.4266088902950287,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.04938535764813423,
|
| 146 |
+
"layer_6_v_norm": 0.48790332674980164,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.07716131210327148,
|
| 148 |
+
"layer_7_v_norm": 0.5017249584197998,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.09244342893362045,
|
| 150 |
+
"layer_8_v_norm": 0.5016148090362549,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.0844075158238411,
|
| 152 |
+
"layer_9_v_norm": 0.512507438659668,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.08188237994909286,
|
| 154 |
+
"layer_10_v_norm": 0.5253869295120239,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.08858048170804977,
|
| 156 |
+
"layer_11_v_norm": 0.5320478081703186,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.10991689562797546,
|
| 158 |
+
"layer_12_v_norm": 0.5221859812736511,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.15453983843326569,
|
| 160 |
+
"block0_q_v_norm": 0.14690783619880676,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.2372019737958908,
|
| 162 |
+
"block0_k_v_norm": 0.14516299962997437,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.23737874627113342,
|
| 164 |
+
"block0_v_v_norm": 0.14445053040981293,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.2573143243789673,
|
| 166 |
+
"block0_o_v_norm": 0.14362357556819916,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.2130126655101776,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.29523965716362,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.15909819304943085,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.25943994522094727,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.23578228056430817,
|
| 172 |
+
"block3_q_v_norm": 0.1461748480796814,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.06342734396457672,
|
| 174 |
+
"block3_k_v_norm": 0.14073973894119263,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.10337746888399124,
|
| 176 |
+
"block3_v_v_norm": 0.12210050225257874,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.05839350074529648,
|
| 178 |
+
"block3_o_v_norm": 0.12886326014995575,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.19328634440898895,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.3067251145839691,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.05811094120144844,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.26260265707969666,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.25656208395957947,
|
| 184 |
+
"block7_q_v_norm": 0.15869823098182678,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.10093482583761215,
|
| 186 |
+
"block7_k_v_norm": 0.1517975628376007,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.22367922961711884,
|
| 188 |
+
"block7_v_v_norm": 0.13210773468017578,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.07026862353086472,
|
| 190 |
+
"block7_o_v_norm": 0.14287471771240234,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.2436094582080841,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.2999843657016754,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.11236633360385895,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27462565898895264,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.2287244200706482,
|
| 196 |
+
"block11_q_v_norm": 0.16057440638542175,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.14085179567337036,
|
| 198 |
+
"block11_k_v_norm": 0.1513337641954422,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.20484283566474915,
|
| 200 |
+
"block11_v_v_norm": 0.13997885584831238,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.09807021170854568,
|
| 202 |
+
"block11_o_v_norm": 0.15450215339660645,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.23488886654376984,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31612053513526917,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.16046969592571259,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2836816608905792,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.21804437041282654,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00033980447915382683,
|
| 209 |
+
"layer_1_sharpness": 0.013010354712605476,
|
| 210 |
+
"layer_2_sharpness": 0.0029915589839220047,
|
| 211 |
+
"layer_3_sharpness": 0.008691447786986828,
|
| 212 |
+
"layer_4_sharpness": 0.004181466065347195,
|
| 213 |
+
"layer_5_sharpness": 0.0032993799541145563,
|
| 214 |
+
"layer_6_sharpness": 0.0017713122069835663,
|
| 215 |
+
"layer_7_sharpness": 0.0020255460403859615,
|
| 216 |
+
"layer_8_sharpness": 0.002711990848183632,
|
| 217 |
+
"layer_9_sharpness": 0.0021572234109044075,
|
| 218 |
+
"layer_10_sharpness": 0.0014447845751419663,
|
| 219 |
+
"layer_11_sharpness": 0.0011921662371605635,
|
| 220 |
+
"layer_12_sharpness": 0.0026976026128977537,
|
| 221 |
+
"block0_q_sharpness": 0.0022475216537714005,
|
| 222 |
+
"block0_k_sharpness": 0.0029230713844299316,
|
| 223 |
+
"block0_v_sharpness": 0.005846013315021992,
|
| 224 |
+
"block0_o_sharpness": 0.005292685702443123,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.002328576985746622,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.005981943104416132,
|
| 227 |
+
"block3_q_sharpness": 0.0003145741065964103,
|
| 228 |
+
"block3_k_sharpness": 0.0018419352127239108,
|
| 229 |
+
"block3_v_sharpness": 0.004733882378786802,
|
| 230 |
+
"block3_o_sharpness": 0.002415888011455536,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0005780873470939696,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0008323788060806692,
|
| 233 |
+
"block7_q_sharpness": 0.0001806496875360608,
|
| 234 |
+
"block7_k_sharpness": 0.0006029249052517116,
|
| 235 |
+
"block7_v_sharpness": 0.005875617265701294,
|
| 236 |
+
"block7_o_sharpness": 0.0006754770292900503,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0007630312466062605,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0006715303170494735,
|
| 239 |
+
"block11_q_sharpness": 0.00018721965898294002,
|
| 240 |
+
"block11_k_sharpness": 0.00030445546144619584,
|
| 241 |
+
"block11_v_sharpness": 0.0012540596071630716,
|
| 242 |
+
"block11_o_sharpness": 0.0002915472723543644,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0008781986543908715,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0023539999965578318,
|
| 245 |
+
"sum_layer_numerators": 0.011178888882628817,
|
| 246 |
+
"block_diag_sharpness": 0.003745440563046401,
|
| 247 |
+
"cross_layer_sharpness": 0.015280822122610147
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 1.2825567722320557,
|
| 3 |
+
"total_l1_linf_norm": 10898.9287109375,
|
| 4 |
+
"total_spectral_norm": 1.2825568914413452,
|
| 5 |
+
"embed_lm_head_update_fnorm": 0.9677309393882751,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.2530287504196167,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.28999754786491394,
|
| 8 |
+
"layer_1_update_fnorm": 0.22301159799098969,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.29550445079803467,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.044888123869895935,
|
| 11 |
+
"layer_2_update_fnorm": 0.22686836123466492,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.270766019821167,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.041061755269765854,
|
| 14 |
+
"layer_3_update_fnorm": 0.2321431189775467,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.28183943033218384,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.04138026013970375,
|
| 17 |
+
"layer_4_update_fnorm": 0.22795411944389343,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.28656667470932007,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.04409811273217201,
|
| 20 |
+
"layer_5_update_fnorm": 0.21705655753612518,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.3127516508102417,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.05024193972349167,
|
| 23 |
+
"layer_6_update_fnorm": 0.23412975668907166,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.33790528774261475,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.0537295825779438,
|
| 26 |
+
"layer_7_update_fnorm": 0.23818476498126984,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.3394455909729004,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.051673952490091324,
|
| 29 |
+
"layer_8_update_fnorm": 0.2598855793476105,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.3309794068336487,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.05073094367980957,
|
| 32 |
+
"layer_9_update_fnorm": 0.2711617946624756,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.35086074471473694,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.05170189589262009,
|
| 35 |
+
"layer_10_update_fnorm": 0.2741183340549469,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.35678982734680176,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.05299554020166397,
|
| 38 |
+
"layer_11_update_fnorm": 0.26500070095062256,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.33301013708114624,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.053370844572782516,
|
| 41 |
+
"layer_12_update_fnorm": 0.237264484167099,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.31105470657348633,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07056932151317596,
|
| 44 |
+
"block0_q_update_fnorm": 0.07715453952550888,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.12175291776657104,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.034038104116916656,
|
| 47 |
+
"block0_k_update_fnorm": 0.06976329535245895,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.12490659207105637,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.036613959819078445,
|
| 50 |
+
"block0_v_update_fnorm": 0.048795465379953384,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.1355651170015335,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.03739536181092262,
|
| 53 |
+
"block0_o_update_fnorm": 0.07689522951841354,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.10067331045866013,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03129647672176361,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.12824319303035736,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.09646504372358322,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.04021017625927925,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.11872173845767975,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.29550445079803467,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.044888123869895935,
|
| 62 |
+
"block3_q_update_fnorm": 0.0761081799864769,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.126219242811203,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.04409811273217201,
|
| 65 |
+
"block3_k_update_fnorm": 0.06813708692789078,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.12652629613876343,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03575419634580612,
|
| 68 |
+
"block3_v_update_fnorm": 0.056097228080034256,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.07330122590065002,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.02205195464193821,
|
| 71 |
+
"block3_o_update_fnorm": 0.07171940803527832,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.10044458508491516,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.030333634465932846,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.13026118278503418,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.11031568050384521,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.042352113872766495,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.12743622064590454,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.28656667470932007,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.038439325988292694,
|
| 80 |
+
"block7_q_update_fnorm": 0.0873885527253151,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.12533769011497498,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.029962850734591484,
|
| 83 |
+
"block7_k_update_fnorm": 0.06661032140254974,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1261151134967804,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.023316390812397003,
|
| 86 |
+
"block7_v_update_fnorm": 0.0699259415268898,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.10494616627693176,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03303835168480873,
|
| 89 |
+
"block7_o_update_fnorm": 0.09323640167713165,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.12040315568447113,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.0374368391931057,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.1460723876953125,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.12284151464700699,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.05073094367980957,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.14321045577526093,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.3309794068336487,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.04862416535615921,
|
| 98 |
+
"block11_q_update_fnorm": 0.07139724493026733,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.10194535553455353,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.030225399881601334,
|
| 101 |
+
"block11_k_update_fnorm": 0.06040307506918907,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.15363402664661407,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.0233417097479105,
|
| 104 |
+
"block11_v_update_fnorm": 0.0615185983479023,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.0928114801645279,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.02996951714158058,
|
| 107 |
+
"block11_o_update_fnorm": 0.08983071148395538,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.10908156633377075,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03526844456791878,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.12410640716552734,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.11508312821388245,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.058455437421798706,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.14239035546779633,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.31105470657348633,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07056932151317596,
|
| 116 |
+
"total_sharpness": 0.10768440365791321,
|
| 117 |
+
"block_total_sharpness": 0.23566089570522308,
|
| 118 |
+
"v_norm_block": 0.8416941165924072,
|
| 119 |
+
"v_T_H_v_block": 0.16695372760295868,
|
| 120 |
+
"v_norm": 1.2825567722320557,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.10987871140241623,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.15918971598148346,
|
| 123 |
+
"g_hvp_norm": 0.5381730794906616,
|
| 124 |
+
"ip_v_neg_g_t": 0.11007184535264969,
|
| 125 |
+
"cos_v_neg_g_t": 0.17346325516700745,
|
| 126 |
+
"g_t_norm": 0.4947572350502014,
|
| 127 |
+
"g_norm": 0.5381730794906616,
|
| 128 |
+
"hv_norm": 0.9806560277938843,
|
| 129 |
+
"cos_v_hv": 0.14083567261695862,
|
| 130 |
+
"hg_norm": 6.669053554534912,
|
| 131 |
+
"cos_g_hg": 0.7342802286148071,
|
| 132 |
+
"v_parallel_norm": 0.017425840720534325,
|
| 133 |
+
"v_perp_norm": 1.2824383974075317,
|
| 134 |
+
"embed_lm_head_v_norm": 0.9677309393882751,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.06716138869524002,
|
| 136 |
+
"layer_1_v_norm": 0.22301159799098969,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.2725831866264343,
|
| 138 |
+
"layer_2_v_norm": 0.22686836123466492,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.3015992045402527,
|
| 140 |
+
"layer_3_v_norm": 0.2321431189775467,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.31595727801322937,
|
| 142 |
+
"layer_4_v_norm": 0.22795411944389343,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.30454832315444946,
|
| 144 |
+
"layer_5_v_norm": 0.21705655753612518,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.29598796367645264,
|
| 146 |
+
"layer_6_v_norm": 0.23412975668907166,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.304354727268219,
|
| 148 |
+
"layer_7_v_norm": 0.23818476498126984,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.2854025959968567,
|
| 150 |
+
"layer_8_v_norm": 0.2598855793476105,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.29247909784317017,
|
| 152 |
+
"layer_9_v_norm": 0.2711617946624756,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.3011327385902405,
|
| 154 |
+
"layer_10_v_norm": 0.2741183340549469,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.29046595096588135,
|
| 156 |
+
"layer_11_v_norm": 0.26500070095062256,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.3126888573169708,
|
| 158 |
+
"layer_12_v_norm": 0.237264484167099,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.3091113567352295,
|
| 160 |
+
"block0_q_v_norm": 0.07715453952550888,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.3737937808036804,
|
| 162 |
+
"block0_k_v_norm": 0.06976329535245895,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.3455645442008972,
|
| 164 |
+
"block0_v_v_norm": 0.048795465379953384,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.4235467314720154,
|
| 166 |
+
"block0_o_v_norm": 0.07689522951841354,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.319531112909317,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.12824319303035736,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.3445725440979004,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.11872173845767975,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.3658275008201599,
|
| 172 |
+
"block3_q_v_norm": 0.0761081799864769,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.3697701394557953,
|
| 174 |
+
"block3_k_v_norm": 0.06813708692789078,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.39260751008987427,
|
| 176 |
+
"block3_v_v_norm": 0.056097228080034256,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.3384013772010803,
|
| 178 |
+
"block3_o_v_norm": 0.07171940803527832,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.3276539444923401,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.13026118278503418,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.33828476071357727,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.12743622064590454,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.3440634310245514,
|
| 184 |
+
"block7_q_v_norm": 0.0873885527253151,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.26485171914100647,
|
| 186 |
+
"block7_k_v_norm": 0.06661032140254974,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.2521493434906006,
|
| 188 |
+
"block7_v_v_norm": 0.0699259415268898,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.386083722114563,
|
| 190 |
+
"block7_o_v_norm": 0.09323640167713165,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.30555611848831177,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.1460723876953125,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.3339824378490448,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.14321045577526093,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.3579726815223694,
|
| 196 |
+
"block11_q_v_norm": 0.07139724493026733,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.3124419152736664,
|
| 198 |
+
"block11_k_v_norm": 0.06040307506918907,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.28071969747543335,
|
| 200 |
+
"block11_v_v_norm": 0.0615185983479023,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.3635210692882538,
|
| 202 |
+
"block11_o_v_norm": 0.08983071148395538,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.3072471022605896,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.12410640716552734,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.28138527274131775,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.14239035546779633,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.38460981845855713,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0009625452221371233,
|
| 209 |
+
"layer_1_sharpness": 0.26900726556777954,
|
| 210 |
+
"layer_2_sharpness": 0.049327265471220016,
|
| 211 |
+
"layer_3_sharpness": 0.027441000565886497,
|
| 212 |
+
"layer_4_sharpness": 0.02259940840303898,
|
| 213 |
+
"layer_5_sharpness": 0.04505366086959839,
|
| 214 |
+
"layer_6_sharpness": 0.026704473420977592,
|
| 215 |
+
"layer_7_sharpness": 0.013394057750701904,
|
| 216 |
+
"layer_8_sharpness": 0.011283263564109802,
|
| 217 |
+
"layer_9_sharpness": 0.01145990751683712,
|
| 218 |
+
"layer_10_sharpness": 0.007212030701339245,
|
| 219 |
+
"layer_11_sharpness": 0.009665110148489475,
|
| 220 |
+
"layer_12_sharpness": 0.03696013242006302,
|
| 221 |
+
"block0_q_sharpness": 0.031008129939436913,
|
| 222 |
+
"block0_k_sharpness": 0.04285387322306633,
|
| 223 |
+
"block0_v_sharpness": 0.5200223922729492,
|
| 224 |
+
"block0_o_sharpness": 0.12646855413913727,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.025444474071264267,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0872567668557167,
|
| 227 |
+
"block3_q_sharpness": 0.002828656928613782,
|
| 228 |
+
"block3_k_sharpness": 0.005038738716393709,
|
| 229 |
+
"block3_v_sharpness": 0.011651958338916302,
|
| 230 |
+
"block3_o_sharpness": 0.010804366320371628,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0031664897687733173,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.009442254900932312,
|
| 233 |
+
"block7_q_sharpness": 0.0008013753686100245,
|
| 234 |
+
"block7_k_sharpness": 0.01003191713243723,
|
| 235 |
+
"block7_v_sharpness": 0.017411764711141586,
|
| 236 |
+
"block7_o_sharpness": 0.003982942085713148,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0015591606497764587,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.003809155197814107,
|
| 239 |
+
"block11_q_sharpness": 0.0007486786926165223,
|
| 240 |
+
"block11_k_sharpness": 0.001705584698356688,
|
| 241 |
+
"block11_v_sharpness": 0.01625758595764637,
|
| 242 |
+
"block11_o_sharpness": 0.003156844526529312,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.021500607952475548,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.017557615414261818,
|
| 245 |
+
"sum_layer_numerators": 0.027823208747932895,
|
| 246 |
+
"block_diag_sharpness": 0.03927341177902947,
|
| 247 |
+
"cross_layer_sharpness": 0.19638748392619362
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_5000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.1895549297332764,
|
| 3 |
+
"total_l1_linf_norm": 19377.251953125,
|
| 4 |
+
"total_spectral_norm": 2.1895549297332764,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3317943811416626,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3658876419067383,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21240544319152832,
|
| 8 |
+
"layer_1_update_fnorm": 0.48940154910087585,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5789473652839661,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.07802620530128479,
|
| 11 |
+
"layer_2_update_fnorm": 0.4996289610862732,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5676981210708618,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07701732963323593,
|
| 14 |
+
"layer_3_update_fnorm": 0.48288488388061523,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5992484092712402,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.07475005835294724,
|
| 17 |
+
"layer_4_update_fnorm": 0.4872165620326996,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6797405481338501,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08633628487586975,
|
| 20 |
+
"layer_5_update_fnorm": 0.4496990144252777,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.4861629605293274,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.0856548622250557,
|
| 23 |
+
"layer_6_update_fnorm": 0.49374017119407654,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5772730112075806,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.08337488770484924,
|
| 26 |
+
"layer_7_update_fnorm": 0.5054375529289246,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.641051709651947,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07812625914812088,
|
| 29 |
+
"layer_8_update_fnorm": 0.5039875507354736,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5585317611694336,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06656847894191742,
|
| 32 |
+
"layer_9_update_fnorm": 0.5150459408760071,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5492969751358032,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.05394802615046501,
|
| 35 |
+
"layer_10_update_fnorm": 0.5306089520454407,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5356867909431458,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.04565488174557686,
|
| 38 |
+
"layer_11_update_fnorm": 0.5337966084480286,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5558731555938721,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.04856264591217041,
|
| 41 |
+
"layer_12_update_fnorm": 0.5230081081390381,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5753841400146484,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07055176049470901,
|
| 44 |
+
"block0_q_update_fnorm": 0.15009520947933197,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.2071291208267212,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.05207984894514084,
|
| 47 |
+
"block0_k_update_fnorm": 0.14804607629776,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.2120549976825714,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.07326725870370865,
|
| 50 |
+
"block0_v_update_fnorm": 0.14562009274959564,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.1795339584350586,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.04857507720589638,
|
| 53 |
+
"block0_o_update_fnorm": 0.14918871223926544,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.15567806363105774,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.041623804718256,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.29420754313468933,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.16660811007022858,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.04933503270149231,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.25485870242118835,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5789473652839661,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07802620530128479,
|
| 62 |
+
"block3_q_update_fnorm": 0.14747817814350128,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1613851636648178,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.049386512488126755,
|
| 65 |
+
"block3_k_update_fnorm": 0.14143556356430054,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.21707193553447723,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.04258029907941818,
|
| 68 |
+
"block3_v_update_fnorm": 0.12183768302202225,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.18270933628082275,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.03567322716116905,
|
| 71 |
+
"block3_o_update_fnorm": 0.13072484731674194,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.15613487362861633,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.045708466321229935,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.30887672305107117,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.18820269405841827,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.07155832648277283,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2610815465450287,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6797405481338501,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08633628487586975,
|
| 80 |
+
"block7_q_update_fnorm": 0.15993820130825043,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15951217710971832,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.026412494480609894,
|
| 83 |
+
"block7_k_update_fnorm": 0.15268699824810028,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.160674050450325,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.028892677277326584,
|
| 86 |
+
"block7_v_update_fnorm": 0.13328953087329865,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.1443335860967636,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.030272964388132095,
|
| 89 |
+
"block7_o_update_fnorm": 0.14504697918891907,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.14609326422214508,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.028224706649780273,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.3020065128803253,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.1774446964263916,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.04736020043492317,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2738270163536072,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5585317611694336,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06656847894191742,
|
| 98 |
+
"block11_q_update_fnorm": 0.1590884029865265,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16287657618522644,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.027180321514606476,
|
| 101 |
+
"block11_k_update_fnorm": 0.15209127962589264,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.17900770902633667,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.026944121345877647,
|
| 104 |
+
"block11_v_update_fnorm": 0.14030493795871735,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.15149272978305817,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.0350181981921196,
|
| 107 |
+
"block11_o_update_fnorm": 0.15602345764636993,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15995465219020844,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.037296269088983536,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31711024045944214,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.1839149296283722,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.04790882393717766,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2835336923599243,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5753841400146484,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07055176049470901,
|
| 116 |
+
"total_sharpness": 0.006771341897547245,
|
| 117 |
+
"block_total_sharpness": 0.009798303246498108,
|
| 118 |
+
"v_norm_block": 1.737951397895813,
|
| 119 |
+
"v_T_H_v_block": 0.02959553152322769,
|
| 120 |
+
"v_norm": 2.1895549297332764,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.060695309191942215,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.07530540972948074,
|
| 123 |
+
"g_hvp_norm": 0.3681061565876007,
|
| 124 |
+
"ip_v_neg_g_t": 0.061096422374248505,
|
| 125 |
+
"cos_v_neg_g_t": 0.08849041908979416,
|
| 126 |
+
"g_t_norm": 0.31532883644104004,
|
| 127 |
+
"g_norm": 0.3681061565876007,
|
| 128 |
+
"hv_norm": 0.46513471007347107,
|
| 129 |
+
"cos_v_hv": 0.0318751223385334,
|
| 130 |
+
"hg_norm": 4.621652603149414,
|
| 131 |
+
"cos_g_hg": 0.6697921752929688,
|
| 132 |
+
"v_parallel_norm": 0.009304549545049667,
|
| 133 |
+
"v_perp_norm": 2.189535140991211,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3317943811416626,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09009632468223572,
|
| 136 |
+
"layer_1_v_norm": 0.48940154910087585,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.1539134681224823,
|
| 138 |
+
"layer_2_v_norm": 0.4996289610862732,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.06942993402481079,
|
| 140 |
+
"layer_3_v_norm": 0.4828849136829376,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.05314125120639801,
|
| 142 |
+
"layer_4_v_norm": 0.4872165620326996,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.060133352875709534,
|
| 144 |
+
"layer_5_v_norm": 0.4496990144252777,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.04409317299723625,
|
| 146 |
+
"layer_6_v_norm": 0.49374017119407654,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.0689229890704155,
|
| 148 |
+
"layer_7_v_norm": 0.5054375529289246,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.08275565505027771,
|
| 150 |
+
"layer_8_v_norm": 0.5039875507354736,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.07293492555618286,
|
| 152 |
+
"layer_9_v_norm": 0.5150459408760071,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.07306157797574997,
|
| 154 |
+
"layer_10_v_norm": 0.5306089520454407,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.08215353637933731,
|
| 156 |
+
"layer_11_v_norm": 0.5337966084480286,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.10288763791322708,
|
| 158 |
+
"layer_12_v_norm": 0.5230081081390381,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.13611456751823425,
|
| 160 |
+
"block0_q_v_norm": 0.15009520947933197,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.1757880598306656,
|
| 162 |
+
"block0_k_v_norm": 0.14804607629776,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.16922052204608917,
|
| 164 |
+
"block0_v_v_norm": 0.14562009274959564,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.24526001513004303,
|
| 166 |
+
"block0_o_v_norm": 0.14918871223926544,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.1811893880367279,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.29420754313468933,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.12280453741550446,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.25485870242118835,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.20384114980697632,
|
| 172 |
+
"block3_q_v_norm": 0.14747817814350128,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.06338851153850555,
|
| 174 |
+
"block3_k_v_norm": 0.14143556356430054,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.06639247387647629,
|
| 176 |
+
"block3_v_v_norm": 0.12183768302202225,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.044715676456689835,
|
| 178 |
+
"block3_o_v_norm": 0.13072484731674194,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.14727683365345,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.30887672305107117,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.05851389095187187,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2610815465450287,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.24161039292812347,
|
| 184 |
+
"block7_q_v_norm": 0.15993820130825043,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.08601699024438858,
|
| 186 |
+
"block7_k_v_norm": 0.15268699824810028,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.221108540892601,
|
| 188 |
+
"block7_v_v_norm": 0.13328953087329865,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.0619642473757267,
|
| 190 |
+
"block7_o_v_norm": 0.14504697918891907,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.2329752892255783,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.3020065128803253,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.0958179384469986,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2738270163536072,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.22689777612686157,
|
| 196 |
+
"block11_q_v_norm": 0.1590884029865265,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.12894928455352783,
|
| 198 |
+
"block11_k_v_norm": 0.15209127962589264,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.19676685333251953,
|
| 200 |
+
"block11_v_v_norm": 0.14030493795871735,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.07963470369577408,
|
| 202 |
+
"block11_o_v_norm": 0.15602345764636993,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.22326034307479858,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31711024045944214,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.1329180896282196,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2835336923599243,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.2024421989917755,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0003394002851564437,
|
| 209 |
+
"layer_1_sharpness": 0.007740600500255823,
|
| 210 |
+
"layer_2_sharpness": 0.0006184051744639874,
|
| 211 |
+
"layer_3_sharpness": 0.0013412567786872387,
|
| 212 |
+
"layer_4_sharpness": 0.0013732975348830223,
|
| 213 |
+
"layer_5_sharpness": 0.0018588249804452062,
|
| 214 |
+
"layer_6_sharpness": 0.001227572443895042,
|
| 215 |
+
"layer_7_sharpness": 0.0017049247398972511,
|
| 216 |
+
"layer_8_sharpness": 0.00237500062212348,
|
| 217 |
+
"layer_9_sharpness": 0.0017951327608898282,
|
| 218 |
+
"layer_10_sharpness": 0.0011923162965103984,
|
| 219 |
+
"layer_11_sharpness": 0.0009590732515789568,
|
| 220 |
+
"layer_12_sharpness": 0.002763736993074417,
|
| 221 |
+
"block0_q_sharpness": 0.0009157045278698206,
|
| 222 |
+
"block0_k_sharpness": 0.001655587344430387,
|
| 223 |
+
"block0_v_sharpness": 0.007110691629350185,
|
| 224 |
+
"block0_o_sharpness": 0.004710060078650713,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0010920166969299316,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0031758558470755816,
|
| 227 |
+
"block3_q_sharpness": 0.0002253190614283085,
|
| 228 |
+
"block3_k_sharpness": 0.00031511284760199487,
|
| 229 |
+
"block3_v_sharpness": 0.002279211301356554,
|
| 230 |
+
"block3_o_sharpness": 0.0009312397451139987,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.000244493450736627,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0005265710060484707,
|
| 233 |
+
"block7_q_sharpness": 0.0001527826680103317,
|
| 234 |
+
"block7_k_sharpness": 0.0005041772965341806,
|
| 235 |
+
"block7_v_sharpness": 0.005430553574115038,
|
| 236 |
+
"block7_o_sharpness": 0.0005933334468863904,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0006891221273690462,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0006371642230078578,
|
| 239 |
+
"block11_q_sharpness": 0.0001394095306750387,
|
| 240 |
+
"block11_k_sharpness": 0.00030019728001207113,
|
| 241 |
+
"block11_v_sharpness": 0.0008943143184296787,
|
| 242 |
+
"block11_o_sharpness": 0.00023628886265214533,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0007864463841542602,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0026602214202284813,
|
| 245 |
+
"sum_layer_numerators": 0.006202227545003696,
|
| 246 |
+
"block_diag_sharpness": 0.0020533947206405204,
|
| 247 |
+
"cross_layer_sharpness": 0.0077449085258575875
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_5500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.205812692642212,
|
| 3 |
+
"total_l1_linf_norm": 19517.37890625,
|
| 4 |
+
"total_spectral_norm": 2.205812692642212,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3361892700195312,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3582763671875,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21153460443019867,
|
| 8 |
+
"layer_1_update_fnorm": 0.49356529116630554,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6465957760810852,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08036740869283676,
|
| 11 |
+
"layer_2_update_fnorm": 0.5089430809020996,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5613515377044678,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07806263118982315,
|
| 14 |
+
"layer_3_update_fnorm": 0.49575093388557434,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.592223048210144,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.0780504047870636,
|
| 17 |
+
"layer_4_update_fnorm": 0.49505943059921265,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5674911141395569,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08378517627716064,
|
| 20 |
+
"layer_5_update_fnorm": 0.4451361298561096,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.45856738090515137,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07440266013145447,
|
| 23 |
+
"layer_6_update_fnorm": 0.49536237120628357,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6152597665786743,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07402442395687103,
|
| 26 |
+
"layer_7_update_fnorm": 0.5084183216094971,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5758758783340454,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07452414929866791,
|
| 29 |
+
"layer_8_update_fnorm": 0.5056203603744507,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5650010704994202,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06538065522909164,
|
| 32 |
+
"layer_9_update_fnorm": 0.5173041224479675,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5294104814529419,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.05367327481508255,
|
| 35 |
+
"layer_10_update_fnorm": 0.5352981090545654,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5456736087799072,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.042816780507564545,
|
| 38 |
+
"layer_11_update_fnorm": 0.5406432747840881,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5616008043289185,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.049666352570056915,
|
| 41 |
+
"layer_12_update_fnorm": 0.5316123366355896,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5704531669616699,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.06885211914777756,
|
| 44 |
+
"block0_q_update_fnorm": 0.15116024017333984,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.23392002284526825,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.06196912005543709,
|
| 47 |
+
"block0_k_update_fnorm": 0.14570485055446625,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.2309880256652832,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.06829120218753815,
|
| 50 |
+
"block0_v_update_fnorm": 0.14336508512496948,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.165145605802536,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.045161839574575424,
|
| 53 |
+
"block0_o_update_fnorm": 0.14668454229831696,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.15581879019737244,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.037651851773262024,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.2993514835834503,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.1939205825328827,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.06047855317592621,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2602827548980713,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6465957760810852,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.08036740869283676,
|
| 62 |
+
"block3_q_update_fnorm": 0.15572908520698547,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.23577365279197693,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.05818263441324234,
|
| 65 |
+
"block3_k_update_fnorm": 0.14744281768798828,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.22257764637470245,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.04419932886958122,
|
| 68 |
+
"block3_v_update_fnorm": 0.12011032551527023,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.1590157300233841,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.0383245125412941,
|
| 71 |
+
"block3_o_update_fnorm": 0.12797603011131287,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.15075606107711792,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04353601858019829,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.31287214159965515,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.24114567041397095,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.07248252630233765,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2650792896747589,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5674911141395569,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08378517627716064,
|
| 80 |
+
"block7_q_update_fnorm": 0.16142702102661133,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15700307488441467,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.02502521313726902,
|
| 83 |
+
"block7_k_update_fnorm": 0.15342845022678375,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.16412857174873352,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.02789132483303547,
|
| 86 |
+
"block7_v_update_fnorm": 0.13464096188545227,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.1477099359035492,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.029020318761467934,
|
| 89 |
+
"block7_o_update_fnorm": 0.14538703858852386,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13932979106903076,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.028504623100161552,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.30380213260650635,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.16056305170059204,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.044690340757369995,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27273422479629517,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5650010704994202,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06538065522909164,
|
| 98 |
+
"block11_q_update_fnorm": 0.16427725553512573,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.1631796509027481,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.02490083873271942,
|
| 101 |
+
"block11_k_update_fnorm": 0.1568581461906433,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16425612568855286,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.024308329448103905,
|
| 104 |
+
"block11_v_update_fnorm": 0.14356623589992523,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1479959636926651,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.034250710159540176,
|
| 107 |
+
"block11_o_update_fnorm": 0.1566973477602005,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.16201849281787872,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03527446463704109,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.3223598599433899,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.1689186692237854,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.04752811789512634,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2860414385795593,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5704531669616699,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.06885211914777756,
|
| 116 |
+
"total_sharpness": 0.004966259468346834,
|
| 117 |
+
"block_total_sharpness": 0.007061161566525698,
|
| 118 |
+
"v_norm_block": 1.7550519704818726,
|
| 119 |
+
"v_T_H_v_block": 0.021749841049313545,
|
| 120 |
+
"v_norm": 2.205812692642212,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.05320752039551735,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.07075851410627365,
|
| 123 |
+
"g_hvp_norm": 0.34089896082878113,
|
| 124 |
+
"ip_v_neg_g_t": 0.05355483293533325,
|
| 125 |
+
"cos_v_neg_g_t": 0.08948816359043121,
|
| 126 |
+
"g_t_norm": 0.27130913734436035,
|
| 127 |
+
"g_norm": 0.34089896082878113,
|
| 128 |
+
"hv_norm": 0.3914085030555725,
|
| 129 |
+
"cos_v_hv": 0.02798774093389511,
|
| 130 |
+
"hg_norm": 5.3131585121154785,
|
| 131 |
+
"cos_g_hg": 0.6263666152954102,
|
| 132 |
+
"v_parallel_norm": 0.009991209022700787,
|
| 133 |
+
"v_perp_norm": 2.2057902812957764,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3361892700195312,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08695246279239655,
|
| 136 |
+
"layer_1_v_norm": 0.49356529116630554,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.1276881992816925,
|
| 138 |
+
"layer_2_v_norm": 0.5089430809020996,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.06806699186563492,
|
| 140 |
+
"layer_3_v_norm": 0.49575093388557434,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.05751337483525276,
|
| 142 |
+
"layer_4_v_norm": 0.49505943059921265,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.06146976351737976,
|
| 144 |
+
"layer_5_v_norm": 0.4451361298561096,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.03556477278470993,
|
| 146 |
+
"layer_6_v_norm": 0.49536240100860596,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.06183374300599098,
|
| 148 |
+
"layer_7_v_norm": 0.5084183216094971,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.07810606807470322,
|
| 150 |
+
"layer_8_v_norm": 0.5056203007698059,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.06782007217407227,
|
| 152 |
+
"layer_9_v_norm": 0.5173041224479675,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.06913495808839798,
|
| 154 |
+
"layer_10_v_norm": 0.5352981090545654,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.0745777040719986,
|
| 156 |
+
"layer_11_v_norm": 0.5406432747840881,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.0931045338511467,
|
| 158 |
+
"layer_12_v_norm": 0.5316123366355896,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11441737413406372,
|
| 160 |
+
"block0_q_v_norm": 0.15116024017333984,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.1593015491962433,
|
| 162 |
+
"block0_k_v_norm": 0.14570485055446625,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.14768187701702118,
|
| 164 |
+
"block0_v_v_norm": 0.14336508512496948,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.20136873424053192,
|
| 166 |
+
"block0_o_v_norm": 0.14668454229831696,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.1445492058992386,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.2993514835834503,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.10580617189407349,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2602827548980713,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.17018628120422363,
|
| 172 |
+
"block3_q_v_norm": 0.15572908520698547,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.07281496375799179,
|
| 174 |
+
"block3_k_v_norm": 0.14744281768798828,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.11269737780094147,
|
| 176 |
+
"block3_v_v_norm": 0.12011032551527023,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.03990577533841133,
|
| 178 |
+
"block3_o_v_norm": 0.12797603011131287,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.12766307592391968,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.31287214159965515,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.06382077932357788,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2650792896747589,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.22035075724124908,
|
| 184 |
+
"block7_q_v_norm": 0.16142702102661133,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.07811516523361206,
|
| 186 |
+
"block7_k_v_norm": 0.15342845022678375,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.20659443736076355,
|
| 188 |
+
"block7_v_v_norm": 0.13464096188545227,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.051382046192884445,
|
| 190 |
+
"block7_o_v_norm": 0.14538703858852386,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.2183886468410492,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.30380213260650635,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.09209934622049332,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27273422479629517,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.2082991898059845,
|
| 196 |
+
"block11_q_v_norm": 0.16427725553512573,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.12040046602487564,
|
| 198 |
+
"block11_k_v_norm": 0.1568581461906433,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.18756525218486786,
|
| 200 |
+
"block11_v_v_norm": 0.14356623589992523,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.06792847812175751,
|
| 202 |
+
"block11_o_v_norm": 0.1566973477602005,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.2063441127538681,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.3223598599433899,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.11178265511989594,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2860414385795593,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.16328591108322144,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00032636220566928387,
|
| 209 |
+
"layer_1_sharpness": 0.0032676563132554293,
|
| 210 |
+
"layer_2_sharpness": 0.0005148968775756657,
|
| 211 |
+
"layer_3_sharpness": 0.0008912722114473581,
|
| 212 |
+
"layer_4_sharpness": 0.0010307010961696506,
|
| 213 |
+
"layer_5_sharpness": 0.0010277876863256097,
|
| 214 |
+
"layer_6_sharpness": 0.000931625603698194,
|
| 215 |
+
"layer_7_sharpness": 0.0012468408094719052,
|
| 216 |
+
"layer_8_sharpness": 0.0017968525644391775,
|
| 217 |
+
"layer_9_sharpness": 0.0015329165617004037,
|
| 218 |
+
"layer_10_sharpness": 0.0010261376155540347,
|
| 219 |
+
"layer_11_sharpness": 0.0008924983558245003,
|
| 220 |
+
"layer_12_sharpness": 0.0017370504792779684,
|
| 221 |
+
"block0_q_sharpness": 0.0007212385535240173,
|
| 222 |
+
"block0_k_sharpness": 0.0010843247873708606,
|
| 223 |
+
"block0_v_sharpness": 0.00010448985995026305,
|
| 224 |
+
"block0_o_sharpness": 0.001804332947358489,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0007954406901262701,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.002339536091312766,
|
| 227 |
+
"block3_q_sharpness": 0.00018511606322135776,
|
| 228 |
+
"block3_k_sharpness": 0.00024731477606110275,
|
| 229 |
+
"block3_v_sharpness": 0.001478516380302608,
|
| 230 |
+
"block3_o_sharpness": 0.0010063485242426395,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0001927275734487921,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0004181979165878147,
|
| 233 |
+
"block7_q_sharpness": 0.00011074729991378263,
|
| 234 |
+
"block7_k_sharpness": 0.0003406149917282164,
|
| 235 |
+
"block7_v_sharpness": 0.0038361619226634502,
|
| 236 |
+
"block7_o_sharpness": 0.0004914987366646528,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0005392756429500878,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0005728989490307868,
|
| 239 |
+
"block11_q_sharpness": 0.00011275752331130207,
|
| 240 |
+
"block11_k_sharpness": 0.0002084295847453177,
|
| 241 |
+
"block11_v_sharpness": 0.0007844090578146279,
|
| 242 |
+
"block11_o_sharpness": 0.00016966309340205044,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0005198001163080335,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0017191346269100904,
|
| 245 |
+
"sum_layer_numerators": 0.004071001383869911,
|
| 246 |
+
"block_diag_sharpness": 0.0013216646900583017,
|
| 247 |
+
"cross_layer_sharpness": 0.005739496876467396
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_6000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.2183356285095215,
|
| 3 |
+
"total_l1_linf_norm": 19701.951171875,
|
| 4 |
+
"total_spectral_norm": 2.2183356285095215,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3320908546447754,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.35548675060272217,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.2113361954689026,
|
| 8 |
+
"layer_1_update_fnorm": 0.5051341652870178,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6747610569000244,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08902203291654587,
|
| 11 |
+
"layer_2_update_fnorm": 0.5222147703170776,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.6334415078163147,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.0856325626373291,
|
| 14 |
+
"layer_3_update_fnorm": 0.5104153156280518,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.7047706842422485,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.10045947879552841,
|
| 17 |
+
"layer_4_update_fnorm": 0.4999612867832184,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6342867612838745,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.09225592017173767,
|
| 20 |
+
"layer_5_update_fnorm": 0.4527866840362549,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.5093942284584045,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07558230310678482,
|
| 23 |
+
"layer_6_update_fnorm": 0.4941481947898865,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5754967927932739,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.08505114167928696,
|
| 26 |
+
"layer_7_update_fnorm": 0.5083956122398376,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.6031843423843384,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07977232336997986,
|
| 29 |
+
"layer_8_update_fnorm": 0.5059848427772522,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.546384334564209,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.07173028588294983,
|
| 32 |
+
"layer_9_update_fnorm": 0.5208934545516968,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5307610034942627,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.05591714754700661,
|
| 35 |
+
"layer_10_update_fnorm": 0.5373380780220032,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5724924802780151,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.04638936370611191,
|
| 38 |
+
"layer_11_update_fnorm": 0.5435817837715149,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.554265022277832,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05306815728545189,
|
| 41 |
+
"layer_12_update_fnorm": 0.5375542044639587,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5786406993865967,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.0766015276312828,
|
| 44 |
+
"block0_q_update_fnorm": 0.15707401931285858,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.190199613571167,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.05014948919415474,
|
| 47 |
+
"block0_k_update_fnorm": 0.15358273684978485,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.20273315906524658,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.06332139670848846,
|
| 50 |
+
"block0_v_update_fnorm": 0.14871250092983246,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.183909073472023,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.04882976412773132,
|
| 53 |
+
"block0_o_update_fnorm": 0.14979928731918335,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.1475599855184555,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.037716612219810486,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.30230793356895447,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.16582432389259338,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.05339686945080757,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2661399841308594,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6747610569000244,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.08902203291654587,
|
| 62 |
+
"block3_q_update_fnorm": 0.1533673256635666,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1829598844051361,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.05097077786922455,
|
| 65 |
+
"block3_k_update_fnorm": 0.14892728626728058,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.2392314076423645,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.04825807735323906,
|
| 68 |
+
"block3_v_update_fnorm": 0.1291506588459015,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.17136196792125702,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.04693906754255295,
|
| 71 |
+
"block3_o_update_fnorm": 0.13720758259296417,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.16375333070755005,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.05601957440376282,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.31164097785949707,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.20256531238555908,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.07394315302371979,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2673852741718292,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6342867612838745,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.09225592017173767,
|
| 80 |
+
"block7_q_update_fnorm": 0.16015130281448364,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15410667657852173,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.026539722457528114,
|
| 83 |
+
"block7_k_update_fnorm": 0.15270207822322845,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.15512366592884064,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.029270758852362633,
|
| 86 |
+
"block7_v_update_fnorm": 0.13544486463069916,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.1444370001554489,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03067958541214466,
|
| 89 |
+
"block7_o_update_fnorm": 0.14578421413898468,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13738083839416504,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.028671808540821075,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.30443426966667175,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.17057418823242188,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.045874375849962234,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2732428014278412,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.546384334564209,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.07173028588294983,
|
| 98 |
+
"block11_q_update_fnorm": 0.16655533015727997,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.18259412050247192,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.027188600972294807,
|
| 101 |
+
"block11_k_update_fnorm": 0.15844663977622986,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.18081727623939514,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.02475658617913723,
|
| 104 |
+
"block11_v_update_fnorm": 0.14698225259780884,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.18229377269744873,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.03707517310976982,
|
| 107 |
+
"block11_o_update_fnorm": 0.15988315641880035,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15840287506580353,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03966661915183067,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.3228510916233063,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.17721444368362427,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.04764669016003609,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.29084512591362,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5786406993865967,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.0766015276312828,
|
| 116 |
+
"total_sharpness": 0.013912209309637547,
|
| 117 |
+
"block_total_sharpness": 0.02069997228682041,
|
| 118 |
+
"v_norm_block": 1.7738510370254517,
|
| 119 |
+
"v_T_H_v_block": 0.06513344496488571,
|
| 120 |
+
"v_norm": 2.2183356285095215,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.06595177948474884,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.06963235884904861,
|
| 123 |
+
"g_hvp_norm": 0.4269609749317169,
|
| 124 |
+
"ip_v_neg_g_t": 0.0663137435913086,
|
| 125 |
+
"cos_v_neg_g_t": 0.07935617119073868,
|
| 126 |
+
"g_t_norm": 0.37669995427131653,
|
| 127 |
+
"g_norm": 0.4269609749317169,
|
| 128 |
+
"hv_norm": 0.9373495578765869,
|
| 129 |
+
"cos_v_hv": 0.03292469680309296,
|
| 130 |
+
"hg_norm": 7.685122013092041,
|
| 131 |
+
"cos_g_hg": 0.7302550077438354,
|
| 132 |
+
"v_parallel_norm": 0.007756423205137253,
|
| 133 |
+
"v_perp_norm": 2.2183220386505127,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3320908546447754,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.0717238038778305,
|
| 136 |
+
"layer_1_v_norm": 0.5051341652870178,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.1628197729587555,
|
| 138 |
+
"layer_2_v_norm": 0.5222147703170776,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.08747435361146927,
|
| 140 |
+
"layer_3_v_norm": 0.510415256023407,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.07192026078701019,
|
| 142 |
+
"layer_4_v_norm": 0.4999612867832184,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.06017634645104408,
|
| 144 |
+
"layer_5_v_norm": 0.4527866840362549,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.03462851420044899,
|
| 146 |
+
"layer_6_v_norm": 0.49414822459220886,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.061626333743333817,
|
| 148 |
+
"layer_7_v_norm": 0.5083956122398376,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.07544343918561935,
|
| 150 |
+
"layer_8_v_norm": 0.5059848427772522,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.06825390458106995,
|
| 152 |
+
"layer_9_v_norm": 0.5208934545516968,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.06744314730167389,
|
| 154 |
+
"layer_10_v_norm": 0.5373380780220032,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.07061045616865158,
|
| 156 |
+
"layer_11_v_norm": 0.5435817837715149,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.08912188559770584,
|
| 158 |
+
"layer_12_v_norm": 0.5375542044639587,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11856215447187424,
|
| 160 |
+
"block0_q_v_norm": 0.15707401931285858,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.24598321318626404,
|
| 162 |
+
"block0_k_v_norm": 0.15358273684978485,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.2212497442960739,
|
| 164 |
+
"block0_v_v_norm": 0.14871250092983246,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.24551020562648773,
|
| 166 |
+
"block0_o_v_norm": 0.14979928731918335,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.1780439019203186,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.30230793356895447,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.11566836386919022,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2661399841308594,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.22046984732151031,
|
| 172 |
+
"block3_q_v_norm": 0.1533673256635666,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.05437573045492172,
|
| 174 |
+
"block3_k_v_norm": 0.14892728626728058,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.09702369570732117,
|
| 176 |
+
"block3_v_v_norm": 0.1291506588459015,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.05344073474407196,
|
| 178 |
+
"block3_o_v_norm": 0.13720758259296417,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.20788507163524628,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.31164097785949707,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.046938445419073105,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2673852741718292,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2519146800041199,
|
| 184 |
+
"block7_q_v_norm": 0.16015130281448364,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.08107126504182816,
|
| 186 |
+
"block7_k_v_norm": 0.15270207822322845,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.2221173197031021,
|
| 188 |
+
"block7_v_v_norm": 0.13544486463069916,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.05666578188538551,
|
| 190 |
+
"block7_o_v_norm": 0.14578421413898468,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.23416492342948914,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.30443426966667175,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.08851820975542068,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2732428014278412,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.22259502112865448,
|
| 196 |
+
"block11_q_v_norm": 0.16655533015727997,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.11441109329462051,
|
| 198 |
+
"block11_k_v_norm": 0.15844663977622986,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.18368728458881378,
|
| 200 |
+
"block11_v_v_norm": 0.14698225259780884,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.06637120991945267,
|
| 202 |
+
"block11_o_v_norm": 0.15988315641880035,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.22575247287750244,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.3228510916233063,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.11462126672267914,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.29084512591362,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.1850167214870453,
|
| 208 |
+
"embed_lm_head_sharpness": 0.000295901030767709,
|
| 209 |
+
"layer_1_sharpness": 0.014248762279748917,
|
| 210 |
+
"layer_2_sharpness": 0.005317873787134886,
|
| 211 |
+
"layer_3_sharpness": 0.012477518990635872,
|
| 212 |
+
"layer_4_sharpness": 0.0053040944039821625,
|
| 213 |
+
"layer_5_sharpness": 0.001761763938702643,
|
| 214 |
+
"layer_6_sharpness": 0.001190289855003357,
|
| 215 |
+
"layer_7_sharpness": 0.0017445817356929183,
|
| 216 |
+
"layer_8_sharpness": 0.0026025879196822643,
|
| 217 |
+
"layer_9_sharpness": 0.0023296973668038845,
|
| 218 |
+
"layer_10_sharpness": 0.0012841009302064776,
|
| 219 |
+
"layer_11_sharpness": 0.0009944738121703267,
|
| 220 |
+
"layer_12_sharpness": 0.0030203922651708126,
|
| 221 |
+
"block0_q_sharpness": 0.0027335050981491804,
|
| 222 |
+
"block0_k_sharpness": 0.004148661158978939,
|
| 223 |
+
"block0_v_sharpness": 0.001569548505358398,
|
| 224 |
+
"block0_o_sharpness": 0.005656034220010042,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0017243714537471533,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.005175084341317415,
|
| 227 |
+
"block3_q_sharpness": 0.0002801865339279175,
|
| 228 |
+
"block3_k_sharpness": 0.0021531861275434494,
|
| 229 |
+
"block3_v_sharpness": 0.0055060917511582375,
|
| 230 |
+
"block3_o_sharpness": 0.0026909252628684044,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0009641165961511433,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0007060487987473607,
|
| 233 |
+
"block7_q_sharpness": 0.00015224545495584607,
|
| 234 |
+
"block7_k_sharpness": 0.0003991360426880419,
|
| 235 |
+
"block7_v_sharpness": 0.004415948875248432,
|
| 236 |
+
"block7_o_sharpness": 0.0005166591727174819,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0007322347955778241,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0008656761492602527,
|
| 239 |
+
"block11_q_sharpness": 0.00010937594197457656,
|
| 240 |
+
"block11_k_sharpness": 0.00019979556964244694,
|
| 241 |
+
"block11_v_sharpness": 0.0008517772075720131,
|
| 242 |
+
"block11_o_sharpness": 0.00023509723541792482,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.000720605137757957,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.003661965485662222,
|
| 245 |
+
"sum_layer_numerators": 0.013601039292747138,
|
| 246 |
+
"block_diag_sharpness": 0.004322527877306831,
|
| 247 |
+
"cross_layer_sharpness": 0.01637744440951358
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_6500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.2536845207214355,
|
| 3 |
+
"total_l1_linf_norm": 20033.501953125,
|
| 4 |
+
"total_spectral_norm": 2.2536840438842773,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3493540287017822,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.41951021552085876,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.2151477187871933,
|
| 8 |
+
"layer_1_update_fnorm": 0.5174532532691956,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.7653837203979492,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.09809133410453796,
|
| 11 |
+
"layer_2_update_fnorm": 0.5193219184875488,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5926313400268555,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08177082985639572,
|
| 14 |
+
"layer_3_update_fnorm": 0.5085170269012451,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6276777982711792,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.09545724838972092,
|
| 17 |
+
"layer_4_update_fnorm": 0.5075410008430481,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6772952675819397,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.09787074476480484,
|
| 20 |
+
"layer_5_update_fnorm": 0.4665493369102478,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.5238649845123291,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07577899843454361,
|
| 23 |
+
"layer_6_update_fnorm": 0.5109633207321167,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6725771427154541,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.09421518445014954,
|
| 26 |
+
"layer_7_update_fnorm": 0.5212856531143188,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.6262140274047852,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.08555475622415543,
|
| 29 |
+
"layer_8_update_fnorm": 0.5190930366516113,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.6096556782722473,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.08949320018291473,
|
| 32 |
+
"layer_9_update_fnorm": 0.528700053691864,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5942542552947998,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.06975506991147995,
|
| 35 |
+
"layer_10_update_fnorm": 0.5460110306739807,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5766974687576294,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.05502963066101074,
|
| 38 |
+
"layer_11_update_fnorm": 0.553935170173645,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5674194097518921,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.055645670741796494,
|
| 41 |
+
"layer_12_update_fnorm": 0.5479512810707092,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.6092333197593689,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.08767617493867874,
|
| 44 |
+
"block0_q_update_fnorm": 0.1579255610704422,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.2082590013742447,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.05304557830095291,
|
| 47 |
+
"block0_k_update_fnorm": 0.15809884667396545,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.21813014149665833,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.06842686980962753,
|
| 50 |
+
"block0_v_update_fnorm": 0.15451446175575256,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.19600233435630798,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.04977645352482796,
|
| 53 |
+
"block0_o_update_fnorm": 0.15571177005767822,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.15776345133781433,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.0378960445523262,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.3076501488685608,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.18083614110946655,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.05377542972564697,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2737172245979309,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.7653837203979492,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.09809133410453796,
|
| 62 |
+
"block3_q_update_fnorm": 0.15550321340560913,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.18685230612754822,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.05375748872756958,
|
| 65 |
+
"block3_k_update_fnorm": 0.14757683873176575,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.24649861454963684,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.041676782071590424,
|
| 68 |
+
"block3_v_update_fnorm": 0.13064466416835785,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.16812479496002197,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.04345591366291046,
|
| 71 |
+
"block3_o_update_fnorm": 0.13591338694095612,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.17359456419944763,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04981767386198044,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.31795457005500793,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.21538862586021423,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.07523994892835617,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.273588627576828,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6772952675819397,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.09787074476480484,
|
| 80 |
+
"block7_q_update_fnorm": 0.16492022573947906,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.16047348082065582,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.027274763211607933,
|
| 83 |
+
"block7_k_update_fnorm": 0.1584564745426178,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.16157042980194092,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.032031528651714325,
|
| 86 |
+
"block7_v_update_fnorm": 0.14144374430179596,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.14577051997184753,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03469574823975563,
|
| 89 |
+
"block7_o_update_fnorm": 0.1496482491493225,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13983388245105743,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.029522784054279327,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.3111472725868225,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.1781371384859085,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.04866804927587509,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27892622351646423,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.6096556782722473,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.08949320018291473,
|
| 98 |
+
"block11_q_update_fnorm": 0.1666027307510376,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.15765738487243652,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.02702656388282776,
|
| 101 |
+
"block11_k_update_fnorm": 0.16127909719944,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.18201984465122223,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.027453314512968063,
|
| 104 |
+
"block11_v_update_fnorm": 0.1534741222858429,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1709596812725067,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.03828747943043709,
|
| 107 |
+
"block11_o_update_fnorm": 0.16456860303878784,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.16566497087478638,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.041307441890239716,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.3284551203250885,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.17672240734100342,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.053475767374038696,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2963287830352783,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.6092333197593689,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.08767617493867874,
|
| 116 |
+
"total_sharpness": 0.012144483625888824,
|
| 117 |
+
"block_total_sharpness": 0.017943862825632095,
|
| 118 |
+
"v_norm_block": 1.8050857782363892,
|
| 119 |
+
"v_T_H_v_block": 0.058467112481594086,
|
| 120 |
+
"v_norm": 2.2536845207214355,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.07153981924057007,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.06157727539539337,
|
| 123 |
+
"g_hvp_norm": 0.5155066251754761,
|
| 124 |
+
"ip_v_neg_g_t": 0.07187605649232864,
|
| 125 |
+
"cos_v_neg_g_t": 0.06906864792108536,
|
| 126 |
+
"g_t_norm": 0.4617534875869751,
|
| 127 |
+
"g_norm": 0.5155066251754761,
|
| 128 |
+
"hv_norm": 0.875041663646698,
|
| 129 |
+
"cos_v_hv": 0.031278327107429504,
|
| 130 |
+
"hg_norm": 10.881257057189941,
|
| 131 |
+
"cos_g_hg": 0.8047460913658142,
|
| 132 |
+
"v_parallel_norm": 0.005697411019355059,
|
| 133 |
+
"v_perp_norm": 2.2536773681640625,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3493540287017822,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08226429671049118,
|
| 136 |
+
"layer_1_v_norm": 0.5174532532691956,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.14447426795959473,
|
| 138 |
+
"layer_2_v_norm": 0.5193219184875488,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.07389862090349197,
|
| 140 |
+
"layer_3_v_norm": 0.5085170269012451,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.0551924891769886,
|
| 142 |
+
"layer_4_v_norm": 0.5075410008430481,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.04893268644809723,
|
| 144 |
+
"layer_5_v_norm": 0.4665493369102478,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.03303079679608345,
|
| 146 |
+
"layer_6_v_norm": 0.5109632611274719,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.061627548187971115,
|
| 148 |
+
"layer_7_v_norm": 0.5212856531143188,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.07135643064975739,
|
| 150 |
+
"layer_8_v_norm": 0.5190930366516113,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.06094885990023613,
|
| 152 |
+
"layer_9_v_norm": 0.528700053691864,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.05861232057213783,
|
| 154 |
+
"layer_10_v_norm": 0.5460110306739807,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.06485558301210403,
|
| 156 |
+
"layer_11_v_norm": 0.553935170173645,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.08412831276655197,
|
| 158 |
+
"layer_12_v_norm": 0.5479512810707092,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11863575130701065,
|
| 160 |
+
"block0_q_v_norm": 0.1579255610704422,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.17623551189899445,
|
| 162 |
+
"block0_k_v_norm": 0.15809884667396545,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.17099475860595703,
|
| 164 |
+
"block0_v_v_norm": 0.15451446175575256,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.23458461463451385,
|
| 166 |
+
"block0_o_v_norm": 0.15571177005767822,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.16371478140354156,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.3076501488685608,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.1024416983127594,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2737172245979309,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.21806593239307404,
|
| 172 |
+
"block3_q_v_norm": 0.15550321340560913,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.04757915809750557,
|
| 174 |
+
"block3_k_v_norm": 0.14757683873176575,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.0791856050491333,
|
| 176 |
+
"block3_v_v_norm": 0.13064466416835785,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.041592538356781006,
|
| 178 |
+
"block3_o_v_norm": 0.13591338694095612,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.20688283443450928,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.31795457005500793,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.041366297751665115,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.273588627576828,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2636376917362213,
|
| 184 |
+
"block7_q_v_norm": 0.16492022573947906,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.08101904392242432,
|
| 186 |
+
"block7_k_v_norm": 0.1584564745426178,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.22087585926055908,
|
| 188 |
+
"block7_v_v_norm": 0.14144374430179596,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.05354340374469757,
|
| 190 |
+
"block7_o_v_norm": 0.1496482491493225,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.25225627422332764,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.3111472725868225,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.07827501744031906,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27892622351646423,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.25189974904060364,
|
| 196 |
+
"block11_q_v_norm": 0.1666027307510376,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.11040259897708893,
|
| 198 |
+
"block11_k_v_norm": 0.16127909719944,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.20999768376350403,
|
| 200 |
+
"block11_v_v_norm": 0.1534741222858429,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.07240574061870575,
|
| 202 |
+
"block11_o_v_norm": 0.16456860303878784,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.26129353046417236,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.3284551203250885,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.10597708821296692,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2963287830352783,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.20132142305374146,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00032607908360660076,
|
| 209 |
+
"layer_1_sharpness": 0.008159473538398743,
|
| 210 |
+
"layer_2_sharpness": 0.001250554108992219,
|
| 211 |
+
"layer_3_sharpness": 0.004425667691975832,
|
| 212 |
+
"layer_4_sharpness": 0.00437374459579587,
|
| 213 |
+
"layer_5_sharpness": 0.0024108928628265858,
|
| 214 |
+
"layer_6_sharpness": 0.0015510213561356068,
|
| 215 |
+
"layer_7_sharpness": 0.0024067419581115246,
|
| 216 |
+
"layer_8_sharpness": 0.004280245862901211,
|
| 217 |
+
"layer_9_sharpness": 0.003036510432139039,
|
| 218 |
+
"layer_10_sharpness": 0.0018608508398756385,
|
| 219 |
+
"layer_11_sharpness": 0.001625871635042131,
|
| 220 |
+
"layer_12_sharpness": 0.005410931073129177,
|
| 221 |
+
"block0_q_sharpness": 0.0007539512007497251,
|
| 222 |
+
"block0_k_sharpness": 0.0022481486666947603,
|
| 223 |
+
"block0_v_sharpness": 0.005187137518078089,
|
| 224 |
+
"block0_o_sharpness": 0.0045103346928954124,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0012799333781003952,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.003994471859186888,
|
| 227 |
+
"block3_q_sharpness": 0.0004471186548471451,
|
| 228 |
+
"block3_k_sharpness": 0.0010477897012606263,
|
| 229 |
+
"block3_v_sharpness": 0.004902639426290989,
|
| 230 |
+
"block3_o_sharpness": 0.003177301725372672,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0006528727244585752,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0009144012583419681,
|
| 233 |
+
"block7_q_sharpness": 0.00014314339205157012,
|
| 234 |
+
"block7_k_sharpness": 0.0003091383259743452,
|
| 235 |
+
"block7_v_sharpness": 0.0072590941563248634,
|
| 236 |
+
"block7_o_sharpness": 0.0006031833472661674,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0012152550043538213,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0014636853011325002,
|
| 239 |
+
"block11_q_sharpness": 0.00016218550445046276,
|
| 240 |
+
"block11_k_sharpness": 0.0003418752457946539,
|
| 241 |
+
"block11_v_sharpness": 0.001226028660312295,
|
| 242 |
+
"block11_o_sharpness": 0.0002598040155135095,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0012850150233134627,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0064885481260716915,
|
| 245 |
+
"sum_layer_numerators": 0.011057274328815703,
|
| 246 |
+
"block_diag_sharpness": 0.003393535489620113,
|
| 247 |
+
"cross_layer_sharpness": 0.014550327336011982
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_7000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.259950637817383,
|
| 3 |
+
"total_l1_linf_norm": 20088.6875,
|
| 4 |
+
"total_spectral_norm": 2.2599501609802246,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3479702472686768,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3564964234828949,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21006903052330017,
|
| 8 |
+
"layer_1_update_fnorm": 0.5290284156799316,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6504037380218506,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.09157579392194748,
|
| 11 |
+
"layer_2_update_fnorm": 0.5174049139022827,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5981546640396118,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08197297900915146,
|
| 14 |
+
"layer_3_update_fnorm": 0.5127981901168823,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6001793146133423,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.08709974586963654,
|
| 17 |
+
"layer_4_update_fnorm": 0.5096545219421387,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6210124492645264,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.09022197872400284,
|
| 20 |
+
"layer_5_update_fnorm": 0.46899503469467163,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.4898703694343567,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07101250439882278,
|
| 23 |
+
"layer_6_update_fnorm": 0.5132046937942505,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6783208847045898,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.09151294082403183,
|
| 26 |
+
"layer_7_update_fnorm": 0.52399742603302,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.6964153051376343,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.08801795542240143,
|
| 29 |
+
"layer_8_update_fnorm": 0.522140383720398,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.6421151161193848,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.08332288265228271,
|
| 32 |
+
"layer_9_update_fnorm": 0.5314664840698242,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.6188936233520508,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.06901685893535614,
|
| 35 |
+
"layer_10_update_fnorm": 0.5477012395858765,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5698579549789429,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.052702777087688446,
|
| 38 |
+
"layer_11_update_fnorm": 0.5521961450576782,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5671322345733643,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05837555229663849,
|
| 41 |
+
"layer_12_update_fnorm": 0.5496988296508789,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.6013678908348083,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.0771983191370964,
|
| 44 |
+
"block0_q_update_fnorm": 0.16193462908267975,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.23191207647323608,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.05736274644732475,
|
| 47 |
+
"block0_k_update_fnorm": 0.16172204911708832,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.24040810763835907,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.0728738084435463,
|
| 50 |
+
"block0_v_update_fnorm": 0.16334299743175507,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.19389843940734863,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.07594963908195496,
|
| 53 |
+
"block0_o_update_fnorm": 0.16800057888031006,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.20624957978725433,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.07760262489318848,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.30984926223754883,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.18135201930999756,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.05528511106967926,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2764994204044342,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6504037380218506,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.09157579392194748,
|
| 62 |
+
"block3_q_update_fnorm": 0.15892525017261505,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.18089932203292847,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.05191132798790932,
|
| 65 |
+
"block3_k_update_fnorm": 0.15332536399364471,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.25270572304725647,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.04791279137134552,
|
| 68 |
+
"block3_v_update_fnorm": 0.13314899802207947,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.1724434792995453,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.04006025567650795,
|
| 71 |
+
"block3_o_update_fnorm": 0.14013825356960297,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.15924420952796936,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04971802607178688,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.317362904548645,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.19646883010864258,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.07182121276855469,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2697296440601349,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6210124492645264,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.09022197872400284,
|
| 80 |
+
"block7_q_update_fnorm": 0.16430050134658813,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.16652795672416687,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.027470117434859276,
|
| 83 |
+
"block7_k_update_fnorm": 0.1586124747991562,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.15872317552566528,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.029223646968603134,
|
| 86 |
+
"block7_v_update_fnorm": 0.14298181235790253,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.14657342433929443,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03123375214636326,
|
| 89 |
+
"block7_o_update_fnorm": 0.15203459560871124,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.14269977807998657,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.030154338106513023,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.31311893463134766,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.16933616995811462,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.04696846380829811,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.28060218691825867,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.6421151161193848,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.08332288265228271,
|
| 98 |
+
"block11_q_update_fnorm": 0.16859136521816254,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.15730831027030945,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.027096964418888092,
|
| 101 |
+
"block11_k_update_fnorm": 0.1623511016368866,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.1720685213804245,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.02583370730280876,
|
| 104 |
+
"block11_v_update_fnorm": 0.1534813940525055,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.16263698041439056,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.037175800651311874,
|
| 107 |
+
"block11_o_update_fnorm": 0.16443277895450592,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.16719873249530792,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.037413086742162704,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.3286353051662445,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.20398730039596558,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.046026695519685745,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.29773956537246704,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.6013678908348083,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.0771983191370964,
|
| 116 |
+
"total_sharpness": 0.007382557261735201,
|
| 117 |
+
"block_total_sharpness": 0.0104878731071949,
|
| 118 |
+
"v_norm_block": 1.8139322996139526,
|
| 119 |
+
"v_T_H_v_block": 0.03450877591967583,
|
| 120 |
+
"v_norm": 2.259950637817383,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.05897531658411026,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.06213897094130516,
|
| 123 |
+
"g_hvp_norm": 0.4199593663215637,
|
| 124 |
+
"ip_v_neg_g_t": 0.05939833074808121,
|
| 125 |
+
"cos_v_neg_g_t": 0.0738086998462677,
|
| 126 |
+
"g_t_norm": 0.3560965359210968,
|
| 127 |
+
"g_norm": 0.4199593663215637,
|
| 128 |
+
"hv_norm": 0.6231768727302551,
|
| 129 |
+
"cos_v_hv": 0.026772839948534966,
|
| 130 |
+
"hg_norm": 8.988261222839355,
|
| 131 |
+
"cos_g_hg": 0.625138521194458,
|
| 132 |
+
"v_parallel_norm": 0.007252583745867014,
|
| 133 |
+
"v_perp_norm": 2.259938955307007,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3479702472686768,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08119245618581772,
|
| 136 |
+
"layer_1_v_norm": 0.5290284156799316,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.12491701543331146,
|
| 138 |
+
"layer_2_v_norm": 0.5174049139022827,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.06423681229352951,
|
| 140 |
+
"layer_3_v_norm": 0.5127981901168823,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.052024707198143005,
|
| 142 |
+
"layer_4_v_norm": 0.5096545219421387,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.05908336117863655,
|
| 144 |
+
"layer_5_v_norm": 0.46899503469467163,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.03273953124880791,
|
| 146 |
+
"layer_6_v_norm": 0.5132046937942505,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.05667105317115784,
|
| 148 |
+
"layer_7_v_norm": 0.52399742603302,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.06586325168609619,
|
| 150 |
+
"layer_8_v_norm": 0.5221404433250427,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.06038256362080574,
|
| 152 |
+
"layer_9_v_norm": 0.5314664840698242,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.05859418213367462,
|
| 154 |
+
"layer_10_v_norm": 0.5477012395858765,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.06283672899007797,
|
| 156 |
+
"layer_11_v_norm": 0.552196204662323,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.08240796625614166,
|
| 158 |
+
"layer_12_v_norm": 0.5496988296508789,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11702102422714233,
|
| 160 |
+
"block0_q_v_norm": 0.16193462908267975,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.1833377331495285,
|
| 162 |
+
"block0_k_v_norm": 0.16172204911708832,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.1772330105304718,
|
| 164 |
+
"block0_v_v_norm": 0.16334299743175507,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.18723949790000916,
|
| 166 |
+
"block0_o_v_norm": 0.16800057888031006,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.13416066765785217,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.30984926223754883,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.0909525603055954,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2764994204044342,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.187700554728508,
|
| 172 |
+
"block3_q_v_norm": 0.15892525017261505,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.08052293211221695,
|
| 174 |
+
"block3_k_v_norm": 0.15332536399364471,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.09765436500310898,
|
| 176 |
+
"block3_v_v_norm": 0.13314899802207947,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.041485466063022614,
|
| 178 |
+
"block3_o_v_norm": 0.14013825356960297,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.1595296561717987,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.317362904548645,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.05954777076840401,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2697296440601349,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.23406508564949036,
|
| 184 |
+
"block7_q_v_norm": 0.16430050134658813,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.08199301362037659,
|
| 186 |
+
"block7_k_v_norm": 0.1586124747991562,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.21881650388240814,
|
| 188 |
+
"block7_v_v_norm": 0.14298181235790253,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.04694931581616402,
|
| 190 |
+
"block7_o_v_norm": 0.15203459560871124,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.2338808923959732,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.31311893463134766,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.07962813228368759,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.28060218691825867,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.2301180213689804,
|
| 196 |
+
"block11_q_v_norm": 0.16859136521816254,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.11542508006095886,
|
| 198 |
+
"block11_k_v_norm": 0.1623511016368866,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.1952296793460846,
|
| 200 |
+
"block11_v_v_norm": 0.1534813940525055,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.06365819275379181,
|
| 202 |
+
"block11_o_v_norm": 0.16443277895450592,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.22168943285942078,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.3286353051662445,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.12132121622562408,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.29773956537246704,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.19373811781406403,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00030837429221719503,
|
| 209 |
+
"layer_1_sharpness": 0.007260848302394152,
|
| 210 |
+
"layer_2_sharpness": 0.0005333239678293467,
|
| 211 |
+
"layer_3_sharpness": 0.0010946954134851694,
|
| 212 |
+
"layer_4_sharpness": 0.0011814916506409645,
|
| 213 |
+
"layer_5_sharpness": 0.0013961184304207563,
|
| 214 |
+
"layer_6_sharpness": 0.0011904258280992508,
|
| 215 |
+
"layer_7_sharpness": 0.0016516734613105655,
|
| 216 |
+
"layer_8_sharpness": 0.003122972557321191,
|
| 217 |
+
"layer_9_sharpness": 0.002479730173945427,
|
| 218 |
+
"layer_10_sharpness": 0.001504560001194477,
|
| 219 |
+
"layer_11_sharpness": 0.0010669657494872808,
|
| 220 |
+
"layer_12_sharpness": 0.0026594444643706083,
|
| 221 |
+
"block0_q_sharpness": 0.0017054688651114702,
|
| 222 |
+
"block0_k_sharpness": 0.0031223506666719913,
|
| 223 |
+
"block0_v_sharpness": 0.029437121003866196,
|
| 224 |
+
"block0_o_sharpness": 0.0038348042871803045,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0007293872768059373,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.002382411854341626,
|
| 227 |
+
"block3_q_sharpness": 0.00034314626827836037,
|
| 228 |
+
"block3_k_sharpness": 0.0003418562118895352,
|
| 229 |
+
"block3_v_sharpness": 0.0018103915499523282,
|
| 230 |
+
"block3_o_sharpness": 0.0010085892863571644,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00019950544810853899,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0004114428593311459,
|
| 233 |
+
"block7_q_sharpness": 0.00014977171667851508,
|
| 234 |
+
"block7_k_sharpness": 0.00031317592947743833,
|
| 235 |
+
"block7_v_sharpness": 0.004097293596714735,
|
| 236 |
+
"block7_o_sharpness": 0.00047496252227574587,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.000998921343125403,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.001120938453823328,
|
| 239 |
+
"block11_q_sharpness": 0.00010716293763834983,
|
| 240 |
+
"block11_k_sharpness": 0.00021776073845103383,
|
| 241 |
+
"block11_v_sharpness": 0.0008798790513537824,
|
| 242 |
+
"block11_o_sharpness": 0.00016423518536612391,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0006888865027576685,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0031784200109541416,
|
| 245 |
+
"sum_layer_numerators": 0.0069758613145071815,
|
| 246 |
+
"block_diag_sharpness": 0.002120096796022979,
|
| 247 |
+
"cross_layer_sharpness": 0.008367776311171922
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_7500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.2561137676239014,
|
| 3 |
+
"total_l1_linf_norm": 20050.40625,
|
| 4 |
+
"total_spectral_norm": 2.2561137676239014,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3402042388916016,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.35885268449783325,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21083928644657135,
|
| 8 |
+
"layer_1_update_fnorm": 0.5228100419044495,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6778295040130615,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08976717293262482,
|
| 11 |
+
"layer_2_update_fnorm": 0.5239617228507996,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5710462331771851,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08367136865854263,
|
| 14 |
+
"layer_3_update_fnorm": 0.5139011144638062,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6163474321365356,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.09145055711269379,
|
| 17 |
+
"layer_4_update_fnorm": 0.5146803259849548,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6506561040878296,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.10028128325939178,
|
| 20 |
+
"layer_5_update_fnorm": 0.4730619192123413,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.48678308725357056,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07175318896770477,
|
| 23 |
+
"layer_6_update_fnorm": 0.5103369355201721,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6065469980239868,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.08544331789016724,
|
| 26 |
+
"layer_7_update_fnorm": 0.5217545628547668,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.6153088212013245,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.08256994187831879,
|
| 29 |
+
"layer_8_update_fnorm": 0.5209277868270874,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.6742974519729614,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.08089996129274368,
|
| 32 |
+
"layer_9_update_fnorm": 0.5314668416976929,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5778205394744873,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.07267117500305176,
|
| 35 |
+
"layer_10_update_fnorm": 0.5485572218894958,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5678520202636719,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.05464014783501625,
|
| 38 |
+
"layer_11_update_fnorm": 0.5541141629219055,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5886157751083374,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05817281827330589,
|
| 41 |
+
"layer_12_update_fnorm": 0.5466320514678955,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5629876255989075,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07375110685825348,
|
| 44 |
+
"block0_q_update_fnorm": 0.16244451701641083,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.20570552349090576,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.05215180292725563,
|
| 47 |
+
"block0_k_update_fnorm": 0.15948663651943207,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.22850385308265686,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.0633724108338356,
|
| 50 |
+
"block0_v_update_fnorm": 0.15492960810661316,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.18997111916542053,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.04693794250488281,
|
| 53 |
+
"block0_o_update_fnorm": 0.1588287651538849,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.15941715240478516,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03959893062710762,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.3100724220275879,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.16692224144935608,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.04766843840479851,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.27567383646965027,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6778295040130615,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.08976717293262482,
|
| 62 |
+
"block3_q_update_fnorm": 0.15927013754844666,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.19715900719165802,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.04750702902674675,
|
| 65 |
+
"block3_k_update_fnorm": 0.1556597501039505,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.21181076765060425,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.04425930976867676,
|
| 68 |
+
"block3_v_update_fnorm": 0.1344681829214096,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.1896105706691742,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.04736305773258209,
|
| 71 |
+
"block3_o_update_fnorm": 0.1407627910375595,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.1699019819498062,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.05469805374741554,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.31869420409202576,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.19367410242557526,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.07362071424722672,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2751091718673706,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6506561040878296,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.10028128325939178,
|
| 80 |
+
"block7_q_update_fnorm": 0.16485705971717834,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.18024416267871857,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.02520696260035038,
|
| 83 |
+
"block7_k_update_fnorm": 0.15797825157642365,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1771727204322815,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.02979150600731373,
|
| 86 |
+
"block7_v_update_fnorm": 0.14328862726688385,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.14502540230751038,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.031200138852000237,
|
| 89 |
+
"block7_o_update_fnorm": 0.150759756565094,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.14542387425899506,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.030338825657963753,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.3133201599121094,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.17601442337036133,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.045993756502866745,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2786957323551178,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.6742974519729614,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.08089996129274368,
|
| 98 |
+
"block11_q_update_fnorm": 0.166046604514122,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.15904012322425842,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.025374453514814377,
|
| 101 |
+
"block11_k_update_fnorm": 0.16107673943042755,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16846264898777008,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.027719827368855476,
|
| 104 |
+
"block11_v_update_fnorm": 0.15254753828048706,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.15714909136295319,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.03559156879782677,
|
| 107 |
+
"block11_o_update_fnorm": 0.1627807319164276,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.16071322560310364,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03560376539826393,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.32775208353996277,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.18422463536262512,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.04748426750302315,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.29657670855522156,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5629876255989075,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07375110685825348,
|
| 116 |
+
"total_sharpness": 0.007871436886489391,
|
| 117 |
+
"block_total_sharpness": 0.011398116126656532,
|
| 118 |
+
"v_norm_block": 1.8149113655090332,
|
| 119 |
+
"v_T_H_v_block": 0.03754429146647453,
|
| 120 |
+
"v_norm": 2.2561137676239014,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.06095147132873535,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.05903981253504753,
|
| 123 |
+
"g_hvp_norm": 0.4575917720794678,
|
| 124 |
+
"ip_v_neg_g_t": 0.06177392601966858,
|
| 125 |
+
"cos_v_neg_g_t": 0.06771615147590637,
|
| 126 |
+
"g_t_norm": 0.4043448865413666,
|
| 127 |
+
"g_norm": 0.4575917720794678,
|
| 128 |
+
"hv_norm": 0.6847535371780396,
|
| 129 |
+
"cos_v_hv": 0.025934670120477676,
|
| 130 |
+
"hg_norm": 13.031848907470703,
|
| 131 |
+
"cos_g_hg": 0.4973105490207672,
|
| 132 |
+
"v_parallel_norm": 0.005946380086243153,
|
| 133 |
+
"v_perp_norm": 2.256105899810791,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3402042388916016,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08290998637676239,
|
| 136 |
+
"layer_1_v_norm": 0.5228100419044495,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.12753814458847046,
|
| 138 |
+
"layer_2_v_norm": 0.5239617228507996,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.07080581039190292,
|
| 140 |
+
"layer_3_v_norm": 0.5139011144638062,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.04798251762986183,
|
| 142 |
+
"layer_4_v_norm": 0.5146803259849548,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.0540643110871315,
|
| 144 |
+
"layer_5_v_norm": 0.4730619192123413,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.030362935736775398,
|
| 146 |
+
"layer_6_v_norm": 0.5103369355201721,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.054680295288562775,
|
| 148 |
+
"layer_7_v_norm": 0.5217545628547668,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.06379003822803497,
|
| 150 |
+
"layer_8_v_norm": 0.5209277272224426,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.0567806251347065,
|
| 152 |
+
"layer_9_v_norm": 0.5314668416976929,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.055103253573179245,
|
| 154 |
+
"layer_10_v_norm": 0.5485572218894958,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.05981575325131416,
|
| 156 |
+
"layer_11_v_norm": 0.5541141629219055,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.07794435322284698,
|
| 158 |
+
"layer_12_v_norm": 0.5466320514678955,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11607490479946136,
|
| 160 |
+
"block0_q_v_norm": 0.16244451701641083,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.18106840550899506,
|
| 162 |
+
"block0_k_v_norm": 0.15948663651943207,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.1616034358739853,
|
| 164 |
+
"block0_v_v_norm": 0.15492960810661316,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.22113503515720367,
|
| 166 |
+
"block0_o_v_norm": 0.1588287651538849,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.16284191608428955,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.3100724220275879,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.08443491160869598,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.27567383646965027,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.19224904477596283,
|
| 172 |
+
"block3_q_v_norm": 0.15927013754844666,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.06239001825451851,
|
| 174 |
+
"block3_k_v_norm": 0.1556597501039505,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.12556827068328857,
|
| 176 |
+
"block3_v_v_norm": 0.1344681829214096,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.04900443181395531,
|
| 178 |
+
"block3_o_v_norm": 0.1407627910375595,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.1731344312429428,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.31869420409202576,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.05013927444815636,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2751091718673706,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2621738016605377,
|
| 184 |
+
"block7_q_v_norm": 0.16485705971717834,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.07518476992845535,
|
| 186 |
+
"block7_k_v_norm": 0.15797825157642365,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.22362317144870758,
|
| 188 |
+
"block7_v_v_norm": 0.14328862726688385,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.04736628010869026,
|
| 190 |
+
"block7_o_v_norm": 0.150759756565094,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.2466430813074112,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.3133201599121094,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.07537451386451721,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2786957323551178,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.2363598346710205,
|
| 196 |
+
"block11_q_v_norm": 0.166046604514122,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.11888565868139267,
|
| 198 |
+
"block11_k_v_norm": 0.16107673943042755,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.20498377084732056,
|
| 200 |
+
"block11_v_v_norm": 0.15254753828048706,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.06542019546031952,
|
| 202 |
+
"block11_o_v_norm": 0.1627807319164276,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.24449411034584045,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.32775208353996277,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.11047276109457016,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.29657670855522156,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.2033664435148239,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0002961556310765445,
|
| 209 |
+
"layer_1_sharpness": 0.00540419016033411,
|
| 210 |
+
"layer_2_sharpness": 0.001076633227057755,
|
| 211 |
+
"layer_3_sharpness": 0.0019069414120167494,
|
| 212 |
+
"layer_4_sharpness": 0.0025484662037342787,
|
| 213 |
+
"layer_5_sharpness": 0.001520702033303678,
|
| 214 |
+
"layer_6_sharpness": 0.0012075353879481554,
|
| 215 |
+
"layer_7_sharpness": 0.0014964164001867175,
|
| 216 |
+
"layer_8_sharpness": 0.0028538701590150595,
|
| 217 |
+
"layer_9_sharpness": 0.0025848504155874252,
|
| 218 |
+
"layer_10_sharpness": 0.0015635659219697118,
|
| 219 |
+
"layer_11_sharpness": 0.0010295050451532006,
|
| 220 |
+
"layer_12_sharpness": 0.0026122708804905415,
|
| 221 |
+
"block0_q_sharpness": 0.0003671204613056034,
|
| 222 |
+
"block0_k_sharpness": 0.00045879153185524046,
|
| 223 |
+
"block0_v_sharpness": 0.0034312463831156492,
|
| 224 |
+
"block0_o_sharpness": 0.004538828507065773,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0008338988991454244,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0023622624576091766,
|
| 227 |
+
"block3_q_sharpness": 0.0002485191507730633,
|
| 228 |
+
"block3_k_sharpness": 0.000290063617285341,
|
| 229 |
+
"block3_v_sharpness": 0.0073697324842214584,
|
| 230 |
+
"block3_o_sharpness": 0.0012059619184583426,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002403195685474202,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0007085631368681788,
|
| 233 |
+
"block7_q_sharpness": 0.00015982052718754858,
|
| 234 |
+
"block7_k_sharpness": 0.0003756946825888008,
|
| 235 |
+
"block7_v_sharpness": 0.004670286551117897,
|
| 236 |
+
"block7_o_sharpness": 0.00047069936408661306,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0008740039775148034,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0009097916772589087,
|
| 239 |
+
"block11_q_sharpness": 0.0001252489018952474,
|
| 240 |
+
"block11_k_sharpness": 0.0002268761018058285,
|
| 241 |
+
"block11_v_sharpness": 0.000838512962218374,
|
| 242 |
+
"block11_o_sharpness": 0.00017420096264686435,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0006532497354783118,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0030627658125013113,
|
| 245 |
+
"sum_layer_numerators": 0.007085287278554505,
|
| 246 |
+
"block_diag_sharpness": 0.002151030770874522,
|
| 247 |
+
"cross_layer_sharpness": 0.00924708535578201
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_8000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.2213339805603027,
|
| 3 |
+
"total_l1_linf_norm": 19720.720703125,
|
| 4 |
+
"total_spectral_norm": 2.2213337421417236,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.329013705253601,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3367882966995239,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.20506341755390167,
|
| 8 |
+
"layer_1_update_fnorm": 0.5094305276870728,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.586158037185669,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08663680404424667,
|
| 11 |
+
"layer_2_update_fnorm": 0.5058460831642151,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5740793347358704,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08529524505138397,
|
| 14 |
+
"layer_3_update_fnorm": 0.4976489245891571,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6564653515815735,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.07950565218925476,
|
| 17 |
+
"layer_4_update_fnorm": 0.49568313360214233,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6367026567459106,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08188438415527344,
|
| 20 |
+
"layer_5_update_fnorm": 0.4646565914154053,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.4670628309249878,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.0684371069073677,
|
| 23 |
+
"layer_6_update_fnorm": 0.5046995878219604,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5963996648788452,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.0839349776506424,
|
| 26 |
+
"layer_7_update_fnorm": 0.5158945918083191,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5961617231369019,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.08034352958202362,
|
| 29 |
+
"layer_8_update_fnorm": 0.5148791670799255,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5541172027587891,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.07810933887958527,
|
| 32 |
+
"layer_9_update_fnorm": 0.5247384905815125,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.6097655296325684,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.07002875953912735,
|
| 35 |
+
"layer_10_update_fnorm": 0.5396748781204224,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5663716793060303,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.04963633045554161,
|
| 38 |
+
"layer_11_update_fnorm": 0.5467669367790222,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5589411854743958,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.050329066812992096,
|
| 41 |
+
"layer_12_update_fnorm": 0.5402414202690125,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5599751472473145,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07100985944271088,
|
| 44 |
+
"block0_q_update_fnorm": 0.1594899296760559,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.19388613104820251,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.049479372799396515,
|
| 47 |
+
"block0_k_update_fnorm": 0.15779046714305878,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.20450201630592346,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.0575174018740654,
|
| 50 |
+
"block0_v_update_fnorm": 0.14947472512722015,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.15913210809230804,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.04083191603422165,
|
| 53 |
+
"block0_o_update_fnorm": 0.15154032409191132,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.14933708310127258,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.032881997525691986,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.30220070481300354,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.1558573842048645,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.04610513523221016,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.26912885904312134,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.586158037185669,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.08663680404424667,
|
| 62 |
+
"block3_q_update_fnorm": 0.1518627405166626,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1792813390493393,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.04587637260556221,
|
| 65 |
+
"block3_k_update_fnorm": 0.14586780965328217,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.2373521775007248,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.04062241315841675,
|
| 68 |
+
"block3_v_update_fnorm": 0.1222619041800499,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.15087512135505676,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.03726008161902428,
|
| 71 |
+
"block3_o_update_fnorm": 0.1288299709558487,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.1511232852935791,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.041677217930555344,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.31444576382637024,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.19779476523399353,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.07265781611204147,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.26608845591545105,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6367026567459106,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08188438415527344,
|
| 80 |
+
"block7_q_update_fnorm": 0.16305644810199738,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15739595890045166,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.023985588923096657,
|
| 83 |
+
"block7_k_update_fnorm": 0.157186821103096,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.16030016541481018,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.03036334738135338,
|
| 86 |
+
"block7_v_update_fnorm": 0.14048349857330322,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.1429239809513092,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.029522741213440895,
|
| 89 |
+
"block7_o_update_fnorm": 0.147015780210495,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13900507986545563,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.0260614063590765,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.3107774257659912,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.16589884459972382,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.04443182423710823,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27521443367004395,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5541172027587891,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.07810933887958527,
|
| 98 |
+
"block11_q_update_fnorm": 0.16470429301261902,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16052652895450592,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.02427266724407673,
|
| 101 |
+
"block11_k_update_fnorm": 0.15965983271598816,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16610059142112732,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.024059543386101723,
|
| 104 |
+
"block11_v_update_fnorm": 0.1494896113872528,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1577453315258026,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.033967308700084686,
|
| 107 |
+
"block11_o_update_fnorm": 0.1603010892868042,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.1542183756828308,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03680863231420517,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.3256361782550812,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.18383067846298218,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.04404858127236366,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.29157859086990356,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5599751472473145,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07100985944271088,
|
| 116 |
+
"total_sharpness": 0.0036712742876261473,
|
| 117 |
+
"block_total_sharpness": 0.005104509647935629,
|
| 118 |
+
"v_norm_block": 1.7799005508422852,
|
| 119 |
+
"v_T_H_v_block": 0.016171321272850037,
|
| 120 |
+
"v_norm": 2.2213339805603027,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.05497657135128975,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.059368979185819626,
|
| 123 |
+
"g_hvp_norm": 0.41687342524528503,
|
| 124 |
+
"ip_v_neg_g_t": 0.055635567754507065,
|
| 125 |
+
"cos_v_neg_g_t": 0.07032614946365356,
|
| 126 |
+
"g_t_norm": 0.3561408817768097,
|
| 127 |
+
"g_norm": 0.41687342524528503,
|
| 128 |
+
"hv_norm": 2.004261016845703,
|
| 129 |
+
"cos_v_hv": 0.004068893846124411,
|
| 130 |
+
"hg_norm": 164.46119689941406,
|
| 131 |
+
"cos_g_hg": -0.01430097222328186,
|
| 132 |
+
"v_parallel_norm": 0.006928746588528156,
|
| 133 |
+
"v_perp_norm": 2.221323013305664,
|
| 134 |
+
"embed_lm_head_v_norm": 1.329013705253601,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08068403601646423,
|
| 136 |
+
"layer_1_v_norm": 0.5094305276870728,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.1197950690984726,
|
| 138 |
+
"layer_2_v_norm": 0.5058460831642151,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.06120562180876732,
|
| 140 |
+
"layer_3_v_norm": 0.4976489543914795,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.04857875779271126,
|
| 142 |
+
"layer_4_v_norm": 0.49568313360214233,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.04669031873345375,
|
| 144 |
+
"layer_5_v_norm": 0.4646565914154053,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.029512129724025726,
|
| 146 |
+
"layer_6_v_norm": 0.5046995878219604,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.053312357515096664,
|
| 148 |
+
"layer_7_v_norm": 0.5158945918083191,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.06282243132591248,
|
| 150 |
+
"layer_8_v_norm": 0.5148791670799255,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.05827438458800316,
|
| 152 |
+
"layer_9_v_norm": 0.5247384905815125,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.056496910750865936,
|
| 154 |
+
"layer_10_v_norm": 0.5396748781204224,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.06192317605018616,
|
| 156 |
+
"layer_11_v_norm": 0.5467668771743774,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.07777747511863708,
|
| 158 |
+
"layer_12_v_norm": 0.5402414202690125,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11566664278507233,
|
| 160 |
+
"block0_q_v_norm": 0.1594899296760559,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.146357923746109,
|
| 162 |
+
"block0_k_v_norm": 0.15779046714305878,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.14522287249565125,
|
| 164 |
+
"block0_v_v_norm": 0.14947472512722015,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.19395892322063446,
|
| 166 |
+
"block0_o_v_norm": 0.15154032409191132,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.14644290506839752,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.30220070481300354,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.08171206712722778,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.26912885904312134,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.1775013953447342,
|
| 172 |
+
"block3_q_v_norm": 0.1518627405166626,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.05924370512366295,
|
| 174 |
+
"block3_k_v_norm": 0.14586780965328217,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.07458826154470444,
|
| 176 |
+
"block3_v_v_norm": 0.1222619041800499,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.03134512901306152,
|
| 178 |
+
"block3_o_v_norm": 0.1288299709558487,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.148818239569664,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.31444576382637024,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.0438322015106678,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.26608845591545105,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.224479079246521,
|
| 184 |
+
"block7_q_v_norm": 0.16305644810199738,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.07215455174446106,
|
| 186 |
+
"block7_k_v_norm": 0.157186821103096,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.21388299763202667,
|
| 188 |
+
"block7_v_v_norm": 0.14048349857330322,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.04687483236193657,
|
| 190 |
+
"block7_o_v_norm": 0.147015780210495,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.23389564454555511,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.3107774257659912,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.07624594867229462,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27521443367004395,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.22121170163154602,
|
| 196 |
+
"block11_q_v_norm": 0.16470429301261902,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.10940849781036377,
|
| 198 |
+
"block11_k_v_norm": 0.15965983271598816,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.19179631769657135,
|
| 200 |
+
"block11_v_v_norm": 0.1494896113872528,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.06346873939037323,
|
| 202 |
+
"block11_o_v_norm": 0.1603010892868042,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.23308564722537994,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.3256361782550812,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.11397690325975418,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.29157859086990356,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.18938513100147247,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00030718554626218975,
|
| 209 |
+
"layer_1_sharpness": -0.04858947917819023,
|
| 210 |
+
"layer_2_sharpness": 0.0005628344952128828,
|
| 211 |
+
"layer_3_sharpness": 0.001359341200441122,
|
| 212 |
+
"layer_4_sharpness": 0.0008320088963955641,
|
| 213 |
+
"layer_5_sharpness": 0.0011015214258804917,
|
| 214 |
+
"layer_6_sharpness": 0.0011898837983608246,
|
| 215 |
+
"layer_7_sharpness": 0.0016216587973758578,
|
| 216 |
+
"layer_8_sharpness": 0.002922677667811513,
|
| 217 |
+
"layer_9_sharpness": 0.002461690455675125,
|
| 218 |
+
"layer_10_sharpness": 0.0015233950689435005,
|
| 219 |
+
"layer_11_sharpness": 0.0009934803238138556,
|
| 220 |
+
"layer_12_sharpness": 0.002206366043537855,
|
| 221 |
+
"block0_q_sharpness": -0.034341562539339066,
|
| 222 |
+
"block0_k_sharpness": -0.057136207818984985,
|
| 223 |
+
"block0_v_sharpness": -0.03001047670841217,
|
| 224 |
+
"block0_o_sharpness": -0.008965075016021729,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0008409579168073833,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.002306649461388588,
|
| 227 |
+
"block3_q_sharpness": 0.00017107566236518323,
|
| 228 |
+
"block3_k_sharpness": 0.00023301974579226226,
|
| 229 |
+
"block3_v_sharpness": 0.0012211292050778866,
|
| 230 |
+
"block3_o_sharpness": 0.0006956092547625303,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00018648593686521053,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.00033565680496394634,
|
| 233 |
+
"block7_q_sharpness": 0.00013818088336847723,
|
| 234 |
+
"block7_k_sharpness": 0.0003082305775023997,
|
| 235 |
+
"block7_v_sharpness": 0.0047196876257658005,
|
| 236 |
+
"block7_o_sharpness": 0.0004372083058115095,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0009731476893648505,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0008194416295737028,
|
| 239 |
+
"block11_q_sharpness": 0.00010496243339730427,
|
| 240 |
+
"block11_k_sharpness": 0.00017727458907756954,
|
| 241 |
+
"block11_v_sharpness": 0.0007049395935609937,
|
| 242 |
+
"block11_o_sharpness": 0.0001549177832202986,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0005574228125624359,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.002661714795976877,
|
| 245 |
+
"sum_layer_numerators": -0.008115035228571512,
|
| 246 |
+
"block_diag_sharpness": -0.0025615269800820344,
|
| 247 |
+
"cross_layer_sharpness": 0.007666036628017663
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_8500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 1.6812130212783813,
|
| 3 |
+
"total_l1_linf_norm": 14919.2734375,
|
| 4 |
+
"total_spectral_norm": 1.6812132596969604,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.0017549991607666,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.2533072829246521,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.15815311670303345,
|
| 8 |
+
"layer_1_update_fnorm": 0.3820357620716095,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5044416785240173,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.06952474266290665,
|
| 11 |
+
"layer_2_update_fnorm": 0.39087408781051636,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.43325674533843994,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.06501789391040802,
|
| 14 |
+
"layer_3_update_fnorm": 0.38248535990715027,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.484037309885025,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.06114836782217026,
|
| 17 |
+
"layer_4_update_fnorm": 0.38321298360824585,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.4855325222015381,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.06437790393829346,
|
| 20 |
+
"layer_5_update_fnorm": 0.3529070019721985,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.4066128730773926,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.05102880671620369,
|
| 23 |
+
"layer_6_update_fnorm": 0.38671496510505676,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.45300740003585815,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.06516477465629578,
|
| 26 |
+
"layer_7_update_fnorm": 0.39477452635765076,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.4373805820941925,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06558621674776077,
|
| 29 |
+
"layer_8_update_fnorm": 0.3910413086414337,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.44482162594795227,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.059448566287755966,
|
| 32 |
+
"layer_9_update_fnorm": 0.39599505066871643,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.4235343635082245,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.04624280333518982,
|
| 35 |
+
"layer_10_update_fnorm": 0.4040791690349579,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.4364289343357086,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.03899286314845085,
|
| 38 |
+
"layer_11_update_fnorm": 0.4065447449684143,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.4502526521682739,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.040311045944690704,
|
| 41 |
+
"layer_12_update_fnorm": 0.4035603404045105,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.432692289352417,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.049946125596761703,
|
| 44 |
+
"block0_q_update_fnorm": 0.11727821826934814,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.15261808037757874,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.03772879019379616,
|
| 47 |
+
"block0_k_update_fnorm": 0.11723639070987701,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.16682645678520203,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.048508353531360626,
|
| 50 |
+
"block0_v_update_fnorm": 0.11015184968709946,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.11771529912948608,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.03222180902957916,
|
| 53 |
+
"block0_o_update_fnorm": 0.09650009125471115,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.10519526898860931,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.025323571637272835,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.23069678246974945,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.12553128600120544,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.047154102474451065,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2090686857700348,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5044416785240173,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.06952474266290665,
|
| 62 |
+
"block3_q_update_fnorm": 0.11849789321422577,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.14640600979328156,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.0412762388586998,
|
| 65 |
+
"block3_k_update_fnorm": 0.1125052273273468,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.18259313702583313,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.034698259085416794,
|
| 68 |
+
"block3_v_update_fnorm": 0.09719925373792648,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.1217016875743866,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.02928920090198517,
|
| 71 |
+
"block3_o_update_fnorm": 0.1009858176112175,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.12101331353187561,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.035650964826345444,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.2400035858154297,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.13905462622642517,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.05532002076506615,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.206925168633461,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.4855325222015381,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.06437790393829346,
|
| 80 |
+
"block7_q_update_fnorm": 0.12332858890295029,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.12145721912384033,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.018839873373508453,
|
| 83 |
+
"block7_k_update_fnorm": 0.11957339942455292,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1395702064037323,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.024777298793196678,
|
| 86 |
+
"block7_v_update_fnorm": 0.10689060389995575,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.10810383409261703,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.020752644166350365,
|
| 89 |
+
"block7_o_update_fnorm": 0.11053544282913208,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.11049742996692657,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.019278675317764282,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.23628121614456177,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.12548492848873138,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.03327875956892967,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2094072550535202,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.44482162594795227,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.059448566287755966,
|
| 98 |
+
"block11_q_update_fnorm": 0.12410905957221985,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.11864333599805832,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.018823212012648582,
|
| 101 |
+
"block11_k_update_fnorm": 0.12054993957281113,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.12695640325546265,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.017320776358246803,
|
| 104 |
+
"block11_v_update_fnorm": 0.10914202034473419,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.12266704440116882,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.023149562999606133,
|
| 107 |
+
"block11_o_update_fnorm": 0.11365126818418503,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.12052570283412933,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.02528449334204197,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.24199844896793365,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.12714432179927826,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.03450831398367882,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2223740816116333,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.432692289352417,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.049946125596761703,
|
| 116 |
+
"total_sharpness": 0.008139237761497498,
|
| 117 |
+
"block_total_sharpness": 0.011446346528828144,
|
| 118 |
+
"v_norm_block": 1.3501722812652588,
|
| 119 |
+
"v_T_H_v_block": 0.020866291597485542,
|
| 120 |
+
"v_norm": 1.6812130212783813,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.03645417094230652,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.05587288364768028,
|
| 123 |
+
"g_hvp_norm": 0.3880819082260132,
|
| 124 |
+
"ip_v_neg_g_t": 0.037466708570718765,
|
| 125 |
+
"cos_v_neg_g_t": 0.0710223987698555,
|
| 126 |
+
"g_t_norm": 0.31378158926963806,
|
| 127 |
+
"g_norm": 0.3880819082260132,
|
| 128 |
+
"hv_norm": 1.8659762144088745,
|
| 129 |
+
"cos_v_hv": 0.007333315443247557,
|
| 130 |
+
"hg_norm": 67.54273223876953,
|
| 131 |
+
"cos_g_hg": 0.06496741622686386,
|
| 132 |
+
"v_parallel_norm": 0.005956759676337242,
|
| 133 |
+
"v_perp_norm": 1.6812024116516113,
|
| 134 |
+
"embed_lm_head_v_norm": 1.0017549991607666,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.07223877310752869,
|
| 136 |
+
"layer_1_v_norm": 0.3820357620716095,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.10301743447780609,
|
| 138 |
+
"layer_2_v_norm": 0.39087408781051636,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.06421499699354172,
|
| 140 |
+
"layer_3_v_norm": 0.3824853301048279,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.04562777280807495,
|
| 142 |
+
"layer_4_v_norm": 0.38321298360824585,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.04843645542860031,
|
| 144 |
+
"layer_5_v_norm": 0.3529070019721985,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.03120332956314087,
|
| 146 |
+
"layer_6_v_norm": 0.38671499490737915,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.04676080495119095,
|
| 148 |
+
"layer_7_v_norm": 0.39477452635765076,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.05764906108379364,
|
| 150 |
+
"layer_8_v_norm": 0.3910413086414337,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.052061885595321655,
|
| 152 |
+
"layer_9_v_norm": 0.39599505066871643,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.052229225635528564,
|
| 154 |
+
"layer_10_v_norm": 0.4040791690349579,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.05698907747864723,
|
| 156 |
+
"layer_11_v_norm": 0.4065447747707367,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.0737447664141655,
|
| 158 |
+
"layer_12_v_norm": 0.4035603404045105,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.09404061734676361,
|
| 160 |
+
"block0_q_v_norm": 0.11727821826934814,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.14169105887413025,
|
| 162 |
+
"block0_k_v_norm": 0.11723639070987701,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.13723023235797882,
|
| 164 |
+
"block0_v_v_norm": 0.11015184968709946,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.15651315450668335,
|
| 166 |
+
"block0_o_v_norm": 0.09650009125471115,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.12309838831424713,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.23069678246974945,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.07503319531679153,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2090686857700348,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.1593262255191803,
|
| 172 |
+
"block3_q_v_norm": 0.11849789321422577,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.07618081569671631,
|
| 174 |
+
"block3_k_v_norm": 0.1125052273273468,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.09507443010807037,
|
| 176 |
+
"block3_v_v_norm": 0.09719925373792648,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.030918214470148087,
|
| 178 |
+
"block3_o_v_norm": 0.1009858176112175,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.13969062268733978,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.2400035858154297,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.04965096339583397,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.206925168633461,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.20372316241264343,
|
| 184 |
+
"block7_q_v_norm": 0.12332858890295029,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.06999989598989487,
|
| 186 |
+
"block7_k_v_norm": 0.11957339942455292,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.21664723753929138,
|
| 188 |
+
"block7_v_v_norm": 0.10689060389995575,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.04105270281434059,
|
| 190 |
+
"block7_o_v_norm": 0.11053544282913208,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.21045862138271332,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.23628121614456177,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.06867870688438416,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2094072550535202,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.1902334839105606,
|
| 196 |
+
"block11_q_v_norm": 0.12410905957221985,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.10199631750583649,
|
| 198 |
+
"block11_k_v_norm": 0.12054993957281113,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.18402624130249023,
|
| 200 |
+
"block11_v_v_norm": 0.10914202034473419,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.05207042396068573,
|
| 202 |
+
"block11_o_v_norm": 0.11365126818418503,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.21018753945827484,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.24199844896793365,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.08611173182725906,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2223740816116333,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.14766450226306915,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00031646437128074467,
|
| 209 |
+
"layer_1_sharpness": 0.0477428138256073,
|
| 210 |
+
"layer_2_sharpness": 0.001204071450047195,
|
| 211 |
+
"layer_3_sharpness": 0.0019580330699682236,
|
| 212 |
+
"layer_4_sharpness": 0.0012158495374023914,
|
| 213 |
+
"layer_5_sharpness": 0.0014134873636066914,
|
| 214 |
+
"layer_6_sharpness": 0.0011706964578479528,
|
| 215 |
+
"layer_7_sharpness": 0.0014624239411205053,
|
| 216 |
+
"layer_8_sharpness": 0.00243208440952003,
|
| 217 |
+
"layer_9_sharpness": 0.0016999238869175315,
|
| 218 |
+
"layer_10_sharpness": 0.0010265583405271173,
|
| 219 |
+
"layer_11_sharpness": 0.000777767098043114,
|
| 220 |
+
"layer_12_sharpness": 0.0018379735993221402,
|
| 221 |
+
"block0_q_sharpness": 0.017814328894019127,
|
| 222 |
+
"block0_k_sharpness": 0.017224635928869247,
|
| 223 |
+
"block0_v_sharpness": 0.10162436962127686,
|
| 224 |
+
"block0_o_sharpness": 0.026843493804335594,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0016846852377057076,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0013351188972592354,
|
| 227 |
+
"block3_q_sharpness": 0.0003121109330095351,
|
| 228 |
+
"block3_k_sharpness": 0.0004007877432741225,
|
| 229 |
+
"block3_v_sharpness": 0.001974615268409252,
|
| 230 |
+
"block3_o_sharpness": 0.0007065725512802601,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002660592435859144,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.00031444960040971637,
|
| 233 |
+
"block7_q_sharpness": 0.00014025498239789158,
|
| 234 |
+
"block7_k_sharpness": 0.0003482858301140368,
|
| 235 |
+
"block7_v_sharpness": 0.004431703593581915,
|
| 236 |
+
"block7_o_sharpness": 0.000364742852980271,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0006767029990442097,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0008212889079004526,
|
| 239 |
+
"block11_q_sharpness": 9.515119018033147e-05,
|
| 240 |
+
"block11_k_sharpness": 0.00016753256204538047,
|
| 241 |
+
"block11_v_sharpness": 0.000617149518802762,
|
| 242 |
+
"block11_o_sharpness": 0.00013535685138776898,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0005201594321988523,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0019923700019717216,
|
| 245 |
+
"sum_layer_numerators": 0.009430084769541294,
|
| 246 |
+
"block_diag_sharpness": 0.005172937380231756,
|
| 247 |
+
"cross_layer_sharpness": 0.006273409148596388
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_9000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 1.1608991622924805,
|
| 3 |
+
"total_l1_linf_norm": 10353.634765625,
|
| 4 |
+
"total_spectral_norm": 1.16089928150177,
|
| 5 |
+
"embed_lm_head_update_fnorm": 0.6708332896232605,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.1809661090373993,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.12370707839727402,
|
| 8 |
+
"layer_1_update_fnorm": 0.27111518383026123,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.3701944947242737,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.05141744017601013,
|
| 11 |
+
"layer_2_update_fnorm": 0.26927775144577026,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.30322036147117615,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.046599630266427994,
|
| 14 |
+
"layer_3_update_fnorm": 0.27030128240585327,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.3579251766204834,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.042822420597076416,
|
| 17 |
+
"layer_4_update_fnorm": 0.26959991455078125,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.350360631942749,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.04863196238875389,
|
| 20 |
+
"layer_5_update_fnorm": 0.2511916160583496,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.2606762647628784,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.03753887861967087,
|
| 23 |
+
"layer_6_update_fnorm": 0.2703576982021332,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.3599809408187866,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.04691304266452789,
|
| 26 |
+
"layer_7_update_fnorm": 0.2738276422023773,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.3689093589782715,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.04470411688089371,
|
| 29 |
+
"layer_8_update_fnorm": 0.2727262079715729,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.3543792963027954,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.04080842807888985,
|
| 32 |
+
"layer_9_update_fnorm": 0.2776550352573395,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.3114188313484192,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.03483043983578682,
|
| 35 |
+
"layer_10_update_fnorm": 0.2839139997959137,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.2903144657611847,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.02691117860376835,
|
| 38 |
+
"layer_11_update_fnorm": 0.2865454852581024,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.307486891746521,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.025264296680688858,
|
| 41 |
+
"layer_12_update_fnorm": 0.28381237387657166,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.30376654863357544,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.03460230678319931,
|
| 44 |
+
"block0_q_update_fnorm": 0.07873299717903137,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.09137232601642609,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.02909567952156067,
|
| 47 |
+
"block0_k_update_fnorm": 0.07431801408529282,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.10512125492095947,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.027160312980413437,
|
| 50 |
+
"block0_v_update_fnorm": 0.07756175845861435,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.09090928733348846,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.028769798576831818,
|
| 53 |
+
"block0_o_update_fnorm": 0.08113235235214233,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.08199344575405121,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.02746456116437912,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.1625501662492752,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.09126037359237671,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.03379083797335625,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.1507352888584137,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.3701944947242737,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.05141744017601013,
|
| 62 |
+
"block3_q_update_fnorm": 0.08087027072906494,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.08555832505226135,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.023073483258485794,
|
| 65 |
+
"block3_k_update_fnorm": 0.07762409746646881,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.12617439031600952,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.0215238556265831,
|
| 68 |
+
"block3_v_update_fnorm": 0.07154267281293869,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.09850090742111206,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.021553564816713333,
|
| 71 |
+
"block3_o_update_fnorm": 0.07494077831506729,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.09463545680046082,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.0273610670119524,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.16608001291751862,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.09624838829040527,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.03820782154798508,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.1474883258342743,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.350360631942749,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.04863196238875389,
|
| 80 |
+
"block7_q_update_fnorm": 0.08341564983129501,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.07854905724525452,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.012939576990902424,
|
| 83 |
+
"block7_k_update_fnorm": 0.0807318463921547,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.08276399224996567,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.01462471392005682,
|
| 86 |
+
"block7_v_update_fnorm": 0.07756813615560532,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.07532012462615967,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.013738954439759254,
|
| 89 |
+
"block7_o_update_fnorm": 0.07965411245822906,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.07717934250831604,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.013299748301506042,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.1639193892478943,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.08558259904384613,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.022372163832187653,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.14708246290683746,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.3543792963027954,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.04080842807888985,
|
| 98 |
+
"block11_q_update_fnorm": 0.08506529778242111,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.0784657746553421,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.01324264332652092,
|
| 101 |
+
"block11_k_update_fnorm": 0.08338627964258194,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.08923419564962387,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.01451411284506321,
|
| 104 |
+
"block11_v_update_fnorm": 0.0804172158241272,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.08597078919410706,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.016062384471297264,
|
| 107 |
+
"block11_o_update_fnorm": 0.08342645317316055,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.08199737221002579,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.017476852983236313,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.1684916615486145,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.09252966195344925,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.02279725670814514,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.15652747452259064,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.30376654863357544,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.03460230678319931,
|
| 116 |
+
"total_sharpness": 0.006319996900856495,
|
| 117 |
+
"block_total_sharpness": 0.00870363786816597,
|
| 118 |
+
"v_norm_block": 0.9474543929100037,
|
| 119 |
+
"v_T_H_v_block": 0.007812993600964546,
|
| 120 |
+
"v_norm": 1.1608991622924805,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.026034824550151825,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.06486205011606216,
|
| 123 |
+
"g_hvp_norm": 0.34575581550598145,
|
| 124 |
+
"ip_v_neg_g_t": 0.027615947648882866,
|
| 125 |
+
"cos_v_neg_g_t": 0.09143460541963577,
|
| 126 |
+
"g_t_norm": 0.26016858220100403,
|
| 127 |
+
"g_norm": 0.34575581550598145,
|
| 128 |
+
"hv_norm": 0.6030262112617493,
|
| 129 |
+
"cos_v_hv": 0.012166767381131649,
|
| 130 |
+
"hg_norm": 688.1917724609375,
|
| 131 |
+
"cos_g_hg": -0.01779736578464508,
|
| 132 |
+
"v_parallel_norm": 0.0042589157819747925,
|
| 133 |
+
"v_perp_norm": 1.1608914136886597,
|
| 134 |
+
"embed_lm_head_v_norm": 0.6708332896232605,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.0918903723359108,
|
| 136 |
+
"layer_1_v_norm": 0.27111518383026123,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.10827654600143433,
|
| 138 |
+
"layer_2_v_norm": 0.26927775144577026,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.07621879130601883,
|
| 140 |
+
"layer_3_v_norm": 0.27030128240585327,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.056649137288331985,
|
| 142 |
+
"layer_4_v_norm": 0.26959991455078125,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.058698732405900955,
|
| 144 |
+
"layer_5_v_norm": 0.2511916160583496,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.031987376511096954,
|
| 146 |
+
"layer_6_v_norm": 0.2703576982021332,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.048929475247859955,
|
| 148 |
+
"layer_7_v_norm": 0.2738276422023773,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.06063614785671234,
|
| 150 |
+
"layer_8_v_norm": 0.2727262079715729,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.05954558402299881,
|
| 152 |
+
"layer_9_v_norm": 0.2776550352573395,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.06026775762438774,
|
| 154 |
+
"layer_10_v_norm": 0.2839139997959137,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.06737412512302399,
|
| 156 |
+
"layer_11_v_norm": 0.2865454852581024,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.09003981947898865,
|
| 158 |
+
"layer_12_v_norm": 0.28381237387657166,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11945324391126633,
|
| 160 |
+
"block0_q_v_norm": 0.07873299717903137,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.11520522832870483,
|
| 162 |
+
"block0_k_v_norm": 0.07431801408529282,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.1030488833785057,
|
| 164 |
+
"block0_v_v_norm": 0.07756175845861435,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.1646786630153656,
|
| 166 |
+
"block0_o_v_norm": 0.08113235235214233,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.1306694597005844,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.1625501662492752,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.07874197512865067,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.1507352888584137,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.17612150311470032,
|
| 172 |
+
"block3_q_v_norm": 0.08087027072906494,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.06786280125379562,
|
| 174 |
+
"block3_k_v_norm": 0.07762409746646881,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.10885696113109589,
|
| 176 |
+
"block3_v_v_norm": 0.07154267281293869,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.03290731459856033,
|
| 178 |
+
"block3_o_v_norm": 0.07494077831506729,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.1520763486623764,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.16608001291751862,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.05510164797306061,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.1474883258342743,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.22013553977012634,
|
| 184 |
+
"block7_q_v_norm": 0.08341564983129501,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.06890316307544708,
|
| 186 |
+
"block7_k_v_norm": 0.0807318463921547,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.20331569015979767,
|
| 188 |
+
"block7_v_v_norm": 0.07756813615560532,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.043071065098047256,
|
| 190 |
+
"block7_o_v_norm": 0.07965411245822906,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.21623320877552032,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.1639193892478943,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.07597450166940689,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.14708246290683746,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.19885312020778656,
|
| 196 |
+
"block11_q_v_norm": 0.08506529778242111,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.10101161152124405,
|
| 198 |
+
"block11_k_v_norm": 0.08338627964258194,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.19120919704437256,
|
| 200 |
+
"block11_v_v_norm": 0.0804172158241272,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.06524252891540527,
|
| 202 |
+
"block11_o_v_norm": 0.08342645317316055,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.22176237404346466,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.1684916615486145,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.11833557486534119,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.15652747452259064,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.183292418718338,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0002832682221196592,
|
| 209 |
+
"layer_1_sharpness": 0.003554331371560693,
|
| 210 |
+
"layer_2_sharpness": 0.0027787922881543636,
|
| 211 |
+
"layer_3_sharpness": 0.0012424133019521832,
|
| 212 |
+
"layer_4_sharpness": 0.0013856316218152642,
|
| 213 |
+
"layer_5_sharpness": 0.0012500073062255979,
|
| 214 |
+
"layer_6_sharpness": 0.00102331954985857,
|
| 215 |
+
"layer_7_sharpness": 0.0016704803565517068,
|
| 216 |
+
"layer_8_sharpness": 0.0026672668755054474,
|
| 217 |
+
"layer_9_sharpness": 0.0020527744200080633,
|
| 218 |
+
"layer_10_sharpness": 0.0011124727316200733,
|
| 219 |
+
"layer_11_sharpness": 0.0011093368520960212,
|
| 220 |
+
"layer_12_sharpness": 0.0019731861539185047,
|
| 221 |
+
"block0_q_sharpness": 0.0004151294706389308,
|
| 222 |
+
"block0_k_sharpness": -0.005757907405495644,
|
| 223 |
+
"block0_v_sharpness": -0.022455191239714622,
|
| 224 |
+
"block0_o_sharpness": -0.011657276190817356,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0017581338761374354,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0031331400386989117,
|
| 227 |
+
"block3_q_sharpness": 0.0001708885538391769,
|
| 228 |
+
"block3_k_sharpness": 0.00032877587364055216,
|
| 229 |
+
"block3_v_sharpness": 0.0017253136029466987,
|
| 230 |
+
"block3_o_sharpness": 0.0009924762416630983,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00037975420127622783,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0005118786357343197,
|
| 233 |
+
"block7_q_sharpness": 0.00012512828106991947,
|
| 234 |
+
"block7_k_sharpness": 0.0002054421347565949,
|
| 235 |
+
"block7_v_sharpness": 0.00425572507083416,
|
| 236 |
+
"block7_o_sharpness": 0.00039914186345413327,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.000915851560421288,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0009613093570806086,
|
| 239 |
+
"block11_q_sharpness": 0.00016478770703542978,
|
| 240 |
+
"block11_k_sharpness": 0.0002798385394271463,
|
| 241 |
+
"block11_v_sharpness": 0.000710179447196424,
|
| 242 |
+
"block11_o_sharpness": 0.000138249306473881,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0005249987007118762,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.00211711460724473,
|
| 245 |
+
"sum_layer_numerators": 0.0016295013226484828,
|
| 246 |
+
"block_diag_sharpness": 0.001815256873164205,
|
| 247 |
+
"cross_layer_sharpness": 0.0068883809950017645
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/sharpness_step_9500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 0.5924370288848877,
|
| 3 |
+
"total_l1_linf_norm": 5294.03515625,
|
| 4 |
+
"total_spectral_norm": 0.5924370884895325,
|
| 5 |
+
"embed_lm_head_update_fnorm": 0.33246880769729614,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.09265442192554474,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.1165645569562912,
|
| 8 |
+
"layer_1_update_fnorm": 0.14812707901000977,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.2214166820049286,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.04352142661809921,
|
| 11 |
+
"layer_2_update_fnorm": 0.13798294961452484,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.16422323882579803,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.030655469745397568,
|
| 14 |
+
"layer_3_update_fnorm": 0.14034390449523926,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.18960344791412354,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.02667197771370411,
|
| 17 |
+
"layer_4_update_fnorm": 0.1401672512292862,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.1837587207555771,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.02727982960641384,
|
| 20 |
+
"layer_5_update_fnorm": 0.1321193426847458,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.14928394556045532,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.022738132625818253,
|
| 23 |
+
"layer_6_update_fnorm": 0.13944751024246216,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.1892833411693573,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.02866363152861595,
|
| 26 |
+
"layer_7_update_fnorm": 0.14138174057006836,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.18148982524871826,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.027684176340699196,
|
| 29 |
+
"layer_8_update_fnorm": 0.14015066623687744,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.16959485411643982,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.025618623942136765,
|
| 32 |
+
"layer_9_update_fnorm": 0.14210592210292816,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.15729157626628876,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.01954980008304119,
|
| 35 |
+
"layer_10_update_fnorm": 0.14491420984268188,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.15183183550834656,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.013927340507507324,
|
| 38 |
+
"layer_11_update_fnorm": 0.14617767930030823,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.1590215265750885,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.015470562502741814,
|
| 41 |
+
"layer_12_update_fnorm": 0.1450093388557434,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.16188207268714905,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.022540949285030365,
|
| 44 |
+
"block0_q_update_fnorm": 0.04163104295730591,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.05326081067323685,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.024071641266345978,
|
| 47 |
+
"block0_k_update_fnorm": 0.04132072627544403,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.06619781255722046,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.017297809943556786,
|
| 50 |
+
"block0_v_update_fnorm": 0.044221535325050354,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.05286325886845589,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.018998978659510612,
|
| 53 |
+
"block0_o_update_fnorm": 0.0456472672522068,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.04940536618232727,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.021098656579852104,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.08667910844087601,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.053384020924568176,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.032725125551223755,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.08326089382171631,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.2214166820049286,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.04352142661809921,
|
| 62 |
+
"block3_q_update_fnorm": 0.04310719668865204,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.049197323620319366,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.012889144942164421,
|
| 65 |
+
"block3_k_update_fnorm": 0.04204404726624489,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.06623295694589615,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.01144949160516262,
|
| 68 |
+
"block3_v_update_fnorm": 0.03788914158940315,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.050107575953006744,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.011600377038121223,
|
| 71 |
+
"block3_o_update_fnorm": 0.03983743488788605,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.04559728875756264,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.014227855019271374,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.08451617509126663,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.053704872727394104,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.01935691200196743,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.07642670720815659,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.1837587207555771,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.02727982960641384,
|
| 80 |
+
"block7_q_update_fnorm": 0.04270288720726967,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.04096301645040512,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.006426071282476187,
|
| 83 |
+
"block7_k_update_fnorm": 0.041903235018253326,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.050458651036024094,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.007905691862106323,
|
| 86 |
+
"block7_v_update_fnorm": 0.040275972336530685,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.03943205252289772,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.00734385009855032,
|
| 89 |
+
"block7_o_update_fnorm": 0.04101613909006119,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.040382370352745056,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.007008098531514406,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.08335927128791809,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.042658694088459015,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.011771423742175102,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.07613833248615265,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.16959485411643982,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.025618623942136765,
|
| 98 |
+
"block11_q_update_fnorm": 0.0429067499935627,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.03986368328332901,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.006428961176425219,
|
| 101 |
+
"block11_k_update_fnorm": 0.04213753715157509,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.042773663997650146,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.006387160625308752,
|
| 104 |
+
"block11_v_update_fnorm": 0.04112027958035469,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.04316677898168564,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.007695825304836035,
|
| 107 |
+
"block11_o_update_fnorm": 0.04215981438755989,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.041283126920461655,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.009113866835832596,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.0852818563580513,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.043630875647068024,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.01150828693062067,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.08158434182405472,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.16188207268714905,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.022540949285030365,
|
| 116 |
+
"total_sharpness": 0.013536506332457066,
|
| 117 |
+
"block_total_sharpness": 0.017839904874563217,
|
| 118 |
+
"v_norm_block": 0.49035319685935974,
|
| 119 |
+
"v_T_H_v_block": 0.004289538133889437,
|
| 120 |
+
"v_norm": 0.5924370288848877,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.012646276503801346,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.05760565400123596,
|
| 123 |
+
"g_hvp_norm": 0.3705573081970215,
|
| 124 |
+
"ip_v_neg_g_t": 0.015100645832717419,
|
| 125 |
+
"cos_v_neg_g_t": 0.09272552281618118,
|
| 126 |
+
"g_t_norm": 0.2748869061470032,
|
| 127 |
+
"g_norm": 0.3705573081970215,
|
| 128 |
+
"hv_norm": 0.9297438859939575,
|
| 129 |
+
"cos_v_hv": 0.008625524118542671,
|
| 130 |
+
"hg_norm": 3557.29736328125,
|
| 131 |
+
"cos_g_hg": -0.12734059989452362,
|
| 132 |
+
"v_parallel_norm": 0.001588445738889277,
|
| 133 |
+
"v_perp_norm": 0.5924348831176758,
|
| 134 |
+
"embed_lm_head_v_norm": 0.33246880769729614,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08070264011621475,
|
| 136 |
+
"layer_1_v_norm": 0.14812707901000977,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.0556122362613678,
|
| 138 |
+
"layer_2_v_norm": 0.13798294961452484,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.0865071713924408,
|
| 140 |
+
"layer_3_v_norm": 0.14034390449523926,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.0505986325442791,
|
| 142 |
+
"layer_4_v_norm": 0.1401672512292862,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.053713761270046234,
|
| 144 |
+
"layer_5_v_norm": 0.1321193426847458,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.029918499290943146,
|
| 146 |
+
"layer_6_v_norm": 0.13944751024246216,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.04721705988049507,
|
| 148 |
+
"layer_7_v_norm": 0.14138174057006836,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.05786391720175743,
|
| 150 |
+
"layer_8_v_norm": 0.14015066623687744,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.05614113807678223,
|
| 152 |
+
"layer_9_v_norm": 0.14210592210292816,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.05608689412474632,
|
| 154 |
+
"layer_10_v_norm": 0.14491420984268188,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.06439866125583649,
|
| 156 |
+
"layer_11_v_norm": 0.14617767930030823,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.0823068916797638,
|
| 158 |
+
"layer_12_v_norm": 0.1450093388557434,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11134392023086548,
|
| 160 |
+
"block0_q_v_norm": 0.04163104295730591,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.009552476927638054,
|
| 162 |
+
"block0_k_v_norm": 0.04132072627544403,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.010962704196572304,
|
| 164 |
+
"block0_v_v_norm": 0.044221535325050354,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.03730568662285805,
|
| 166 |
+
"block0_o_v_norm": 0.0456472672522068,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.06241006404161453,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.08667910844087601,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.047123704105615616,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.08326089382171631,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.1367618292570114,
|
| 172 |
+
"block3_q_v_norm": 0.04310719668865204,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.07362908124923706,
|
| 174 |
+
"block3_k_v_norm": 0.04204404726624489,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.15048666298389435,
|
| 176 |
+
"block3_v_v_norm": 0.03788914158940315,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.035053543746471405,
|
| 178 |
+
"block3_o_v_norm": 0.03983743488788605,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.15216359496116638,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.08451617509126663,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.05414705350995064,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.07642670720815659,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.21404008567333221,
|
| 184 |
+
"block7_q_v_norm": 0.04270288720726967,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.06995650380849838,
|
| 186 |
+
"block7_k_v_norm": 0.041903235018253326,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.2123027741909027,
|
| 188 |
+
"block7_v_v_norm": 0.040275972336530685,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.03898562863469124,
|
| 190 |
+
"block7_o_v_norm": 0.04101613909006119,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.20695802569389343,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.08335927128791809,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.07158061116933823,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.07613833248615265,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.19089354574680328,
|
| 196 |
+
"block11_q_v_norm": 0.0429067499935627,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.10442422330379486,
|
| 198 |
+
"block11_k_v_norm": 0.04213753715157509,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.18004684150218964,
|
| 200 |
+
"block11_v_v_norm": 0.04112027958035469,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.05672226473689079,
|
| 202 |
+
"block11_o_v_norm": 0.04215981438755989,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.21008449792861938,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.0852818563580513,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.11190567910671234,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.08158434182405472,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.16646331548690796,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00043802926666103303,
|
| 209 |
+
"layer_1_sharpness": 0.03405662998557091,
|
| 210 |
+
"layer_2_sharpness": 0.010726111009716988,
|
| 211 |
+
"layer_3_sharpness": 0.0043960572220385075,
|
| 212 |
+
"layer_4_sharpness": 0.002454867586493492,
|
| 213 |
+
"layer_5_sharpness": 0.0016762326704338193,
|
| 214 |
+
"layer_6_sharpness": 0.0019394285045564175,
|
| 215 |
+
"layer_7_sharpness": 0.0027323407121002674,
|
| 216 |
+
"layer_8_sharpness": 0.00419540423899889,
|
| 217 |
+
"layer_9_sharpness": 0.002975699957460165,
|
| 218 |
+
"layer_10_sharpness": 0.0014424454420804977,
|
| 219 |
+
"layer_11_sharpness": 0.0010944035602733493,
|
| 220 |
+
"layer_12_sharpness": 0.004081834107637405,
|
| 221 |
+
"block0_q_sharpness": 0.016882823780179024,
|
| 222 |
+
"block0_k_sharpness": 0.09235873818397522,
|
| 223 |
+
"block0_v_sharpness": -0.02608470804989338,
|
| 224 |
+
"block0_o_sharpness": 0.05838203430175781,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.003117708256468177,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0035451315343379974,
|
| 227 |
+
"block3_q_sharpness": 0.0006046895869076252,
|
| 228 |
+
"block3_k_sharpness": 0.0007933402666822076,
|
| 229 |
+
"block3_v_sharpness": 0.00341435126028955,
|
| 230 |
+
"block3_o_sharpness": 0.0013379772426560521,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0003611060092225671,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0006001656875014305,
|
| 233 |
+
"block7_q_sharpness": 0.00018152958364225924,
|
| 234 |
+
"block7_k_sharpness": 0.0002849572920240462,
|
| 235 |
+
"block7_v_sharpness": 0.006204286124557257,
|
| 236 |
+
"block7_o_sharpness": 0.0004577510117087513,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0010813979897648096,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0017979592084884644,
|
| 239 |
+
"block11_q_sharpness": 0.00013455770385917276,
|
| 240 |
+
"block11_k_sharpness": 0.00020090777252335101,
|
| 241 |
+
"block11_v_sharpness": 0.0008153617382049561,
|
| 242 |
+
"block11_o_sharpness": 0.00015131686814129353,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0007878935430198908,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.006021819077432156,
|
| 245 |
+
"sum_layer_numerators": 0.0014898885302058666,
|
| 246 |
+
"block_diag_sharpness": 0.006196347344484185,
|
| 247 |
+
"cross_layer_sharpness": 0.011643557530079032
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_42_b77e011a-75b6-4f73-9089-c29991dee4ab/training_log.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/config.json
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cli_args": {
|
| 3 |
+
"input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
|
| 4 |
+
"input_val_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
|
| 5 |
+
"output_dir": "/home/aiops/zhangfz/MUON_sharpness/logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand",
|
| 6 |
+
"model": "d12",
|
| 7 |
+
"batch_size": 4,
|
| 8 |
+
"sequence_length": 1024,
|
| 9 |
+
"total_batch_size": 524288,
|
| 10 |
+
"num_iterations": 10000,
|
| 11 |
+
"inference_only": 0,
|
| 12 |
+
"adam_lr": 0.001,
|
| 13 |
+
"warmup_iters": 700,
|
| 14 |
+
"lr_decay_frac": 0.0,
|
| 15 |
+
"weight_decay": 0.0,
|
| 16 |
+
"grad_clip": 10000.0,
|
| 17 |
+
"val_loss_every": 250,
|
| 18 |
+
"val_max_steps": 20,
|
| 19 |
+
"sample_every": 0,
|
| 20 |
+
"overfit_single_batch": 0,
|
| 21 |
+
"shuffle_files": false,
|
| 22 |
+
"tensorcores": 1,
|
| 23 |
+
"device": "",
|
| 24 |
+
"compile": 1,
|
| 25 |
+
"flash": 1,
|
| 26 |
+
"dtype": "bfloat16",
|
| 27 |
+
"zero_stage": 1,
|
| 28 |
+
"optimizer": "adam",
|
| 29 |
+
"muon_lr": 0.01,
|
| 30 |
+
"muon_momentum": 0.95,
|
| 31 |
+
"muon_weight_decay": 0.0,
|
| 32 |
+
"muon_ns_steps": 5,
|
| 33 |
+
"muon_nesterov": false,
|
| 34 |
+
"write_tensors": 0,
|
| 35 |
+
"seed": 43,
|
| 36 |
+
"analyze_sharpness": true,
|
| 37 |
+
"sharpness_analysis_interval": 500
|
| 38 |
+
},
|
| 39 |
+
"run_uuid": "9247462f-938d-4579-98a0-3df93b0b43b5",
|
| 40 |
+
"script_code_logged_at_start": true
|
| 41 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_1000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 1.8869229555130005,
|
| 3 |
+
"total_l1_linf_norm": 16294.3876953125,
|
| 4 |
+
"total_spectral_norm": 1.88692307472229,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3056904077529907,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3420255780220032,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.3066405951976776,
|
| 8 |
+
"layer_1_update_fnorm": 0.3379412889480591,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5088494420051575,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.07788656651973724,
|
| 11 |
+
"layer_2_update_fnorm": 0.33958700299263,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.608110785484314,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.09435110539197922,
|
| 14 |
+
"layer_3_update_fnorm": 0.35505911707878113,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6638278961181641,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.08629444986581802,
|
| 17 |
+
"layer_4_update_fnorm": 0.35314348340034485,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6658205986022949,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.0860229954123497,
|
| 20 |
+
"layer_5_update_fnorm": 0.3153826892375946,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.5001593828201294,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.0863436684012413,
|
| 23 |
+
"layer_6_update_fnorm": 0.3710613548755646,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5617471933364868,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.0854400098323822,
|
| 26 |
+
"layer_7_update_fnorm": 0.4020465314388275,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5596519112586975,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07758557051420212,
|
| 29 |
+
"layer_8_update_fnorm": 0.4168633818626404,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.48230159282684326,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.07352335005998611,
|
| 32 |
+
"layer_9_update_fnorm": 0.4481009542942047,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5068126320838928,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.07492688298225403,
|
| 35 |
+
"layer_10_update_fnorm": 0.45506417751312256,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.4983471632003784,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.0759110152721405,
|
| 38 |
+
"layer_11_update_fnorm": 0.457491934299469,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5099351406097412,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.08283043652772903,
|
| 41 |
+
"layer_12_update_fnorm": 0.4308181703090668,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5114685893058777,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.09116534888744354,
|
| 44 |
+
"block0_q_update_fnorm": 0.0995049700140953,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.21098148822784424,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.06284453719854355,
|
| 47 |
+
"block0_k_update_fnorm": 0.10347742587327957,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.26370877027511597,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.07788656651973724,
|
| 50 |
+
"block0_v_update_fnorm": 0.10561568289995193,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.2066873013973236,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.0643894225358963,
|
| 53 |
+
"block0_o_update_fnorm": 0.1186089962720871,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.12763118743896484,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.04186462610960007,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.19664324820041656,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.11945229023694992,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.05644761025905609,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.17215383052825928,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5088494420051575,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07347522675991058,
|
| 62 |
+
"block3_q_update_fnorm": 0.10689336806535721,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1242949366569519,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.041481003165245056,
|
| 65 |
+
"block3_k_update_fnorm": 0.09744849801063538,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.17201963067054749,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03465908393263817,
|
| 68 |
+
"block3_v_update_fnorm": 0.09372157603502274,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.145219087600708,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.04294515773653984,
|
| 71 |
+
"block3_o_update_fnorm": 0.10412326455116272,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.13624925911426544,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04820261523127556,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.2301267385482788,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.18337984383106232,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.05760182812809944,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.17647165060043335,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6658205986022949,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.0860229954123497,
|
| 80 |
+
"block7_q_update_fnorm": 0.13203519582748413,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.16110770404338837,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.04203798249363899,
|
| 83 |
+
"block7_k_update_fnorm": 0.11580179631710052,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1663161963224411,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.030301738530397415,
|
| 86 |
+
"block7_v_update_fnorm": 0.11115006357431412,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.14864568412303925,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.054290082305669785,
|
| 89 |
+
"block7_o_update_fnorm": 0.12921880185604095,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.1819448471069336,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.06474810093641281,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.24642667174339294,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.17618359625339508,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.07352335005998611,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.23035289347171783,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.48230159282684326,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06029793992638588,
|
| 98 |
+
"block11_q_update_fnorm": 0.12243694812059402,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16940218210220337,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.04555399343371391,
|
| 101 |
+
"block11_k_update_fnorm": 0.1074102371931076,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.17273586988449097,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.035403985530138016,
|
| 104 |
+
"block11_v_update_fnorm": 0.11788108944892883,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.16100463271141052,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.06327781826257706,
|
| 107 |
+
"block11_o_update_fnorm": 0.15285171568393707,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.18869024515151978,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.08618456870317459,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.2491033971309662,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.18540386855602264,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.09024493396282196,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.24432963132858276,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5114685893058777,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.09116534888744354,
|
| 116 |
+
"total_sharpness": 0.0435873344540596,
|
| 117 |
+
"block_total_sharpness": 0.07851454615592957,
|
| 118 |
+
"v_norm_block": 1.3622229099273682,
|
| 119 |
+
"v_T_H_v_block": 0.14569561183452606,
|
| 120 |
+
"v_norm": 1.8869229555130005,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.11623282730579376,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.14752766489982605,
|
| 123 |
+
"g_hvp_norm": 0.417542964220047,
|
| 124 |
+
"ip_v_neg_g_t": 0.11685840040445328,
|
| 125 |
+
"cos_v_neg_g_t": 0.16380029916763306,
|
| 126 |
+
"g_t_norm": 0.3780864477157593,
|
| 127 |
+
"g_norm": 0.417542964220047,
|
| 128 |
+
"hv_norm": 0.6554378271102905,
|
| 129 |
+
"cos_v_hv": 0.125482439994812,
|
| 130 |
+
"hg_norm": 6.875162124633789,
|
| 131 |
+
"cos_g_hg": 0.3541596233844757,
|
| 132 |
+
"v_parallel_norm": 0.016438744962215424,
|
| 133 |
+
"v_perp_norm": 1.8868513107299805,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3056904077529907,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08541949093341827,
|
| 136 |
+
"layer_1_v_norm": 0.3379412889480591,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.24406881630420685,
|
| 138 |
+
"layer_2_v_norm": 0.33958700299263,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.1923234760761261,
|
| 140 |
+
"layer_3_v_norm": 0.35505911707878113,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.20172059535980225,
|
| 142 |
+
"layer_4_v_norm": 0.35314348340034485,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.17425093054771423,
|
| 144 |
+
"layer_5_v_norm": 0.3153826892375946,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.13913074135780334,
|
| 146 |
+
"layer_6_v_norm": 0.3710613548755646,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.1801806539297104,
|
| 148 |
+
"layer_7_v_norm": 0.4020465314388275,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.19330815970897675,
|
| 150 |
+
"layer_8_v_norm": 0.4168633818626404,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.2163563221693039,
|
| 152 |
+
"layer_9_v_norm": 0.4481009542942047,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.19038213789463043,
|
| 154 |
+
"layer_10_v_norm": 0.45506417751312256,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.22605392336845398,
|
| 156 |
+
"layer_11_v_norm": 0.457491934299469,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.2548695504665375,
|
| 158 |
+
"layer_12_v_norm": 0.4308181703090668,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.2706652581691742,
|
| 160 |
+
"block0_q_v_norm": 0.0995049700140953,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.3476061224937439,
|
| 162 |
+
"block0_k_v_norm": 0.10347742587327957,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.27422767877578735,
|
| 164 |
+
"block0_v_v_norm": 0.10561568289995193,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.38402462005615234,
|
| 166 |
+
"block0_o_v_norm": 0.1186089962720871,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.2895911633968353,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.19664324820041656,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.3366487920284271,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.17215383052825928,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.3701804578304291,
|
| 172 |
+
"block3_q_v_norm": 0.10689336806535721,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.10054753720760345,
|
| 174 |
+
"block3_k_v_norm": 0.09744849801063538,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.12424192577600479,
|
| 176 |
+
"block3_v_v_norm": 0.09372157603502274,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.12729381024837494,
|
| 178 |
+
"block3_o_v_norm": 0.10412326455116272,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.24509777128696442,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.2301267385482788,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.19869711995124817,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.17647165060043335,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.3483012020587921,
|
| 184 |
+
"block7_q_v_norm": 0.13203519582748413,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.2263246327638626,
|
| 186 |
+
"block7_k_v_norm": 0.11580179631710052,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.3069903254508972,
|
| 188 |
+
"block7_v_v_norm": 0.11115006357431412,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.20010149478912354,
|
| 190 |
+
"block7_o_v_norm": 0.12921880185604095,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.34040290117263794,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.24642667174339294,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.2421034425497055,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.23035289347171783,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.29950714111328125,
|
| 196 |
+
"block11_q_v_norm": 0.12243694812059402,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.23507548868656158,
|
| 198 |
+
"block11_k_v_norm": 0.1074102371931076,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.2880622148513794,
|
| 200 |
+
"block11_v_v_norm": 0.11788108944892883,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.3034871518611908,
|
| 202 |
+
"block11_o_v_norm": 0.15285171568393707,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.2915841341018677,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.2491033971309662,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.31680965423583984,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.24432963132858276,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.27489784359931946,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0005972579238004982,
|
| 209 |
+
"layer_1_sharpness": 0.07547535747289658,
|
| 210 |
+
"layer_2_sharpness": 0.005456544458866119,
|
| 211 |
+
"layer_3_sharpness": 0.005526035092771053,
|
| 212 |
+
"layer_4_sharpness": 0.006871921941637993,
|
| 213 |
+
"layer_5_sharpness": 0.012744183652102947,
|
| 214 |
+
"layer_6_sharpness": 0.011906645260751247,
|
| 215 |
+
"layer_7_sharpness": 0.017101773992180824,
|
| 216 |
+
"layer_8_sharpness": 0.014186396263539791,
|
| 217 |
+
"layer_9_sharpness": 0.008011376485228539,
|
| 218 |
+
"layer_10_sharpness": 0.005066491663455963,
|
| 219 |
+
"layer_11_sharpness": 0.00512533076107502,
|
| 220 |
+
"layer_12_sharpness": 0.015176340937614441,
|
| 221 |
+
"block0_q_sharpness": 0.012394734658300877,
|
| 222 |
+
"block0_k_sharpness": 0.0073301601223647594,
|
| 223 |
+
"block0_v_sharpness": 0.07031858712434769,
|
| 224 |
+
"block0_o_sharpness": 0.028945330530405045,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.009440727531909943,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.028498636558651924,
|
| 227 |
+
"block3_q_sharpness": 0.002011654432862997,
|
| 228 |
+
"block3_k_sharpness": 0.0034291143529117107,
|
| 229 |
+
"block3_v_sharpness": 0.004066893830895424,
|
| 230 |
+
"block3_o_sharpness": 0.002739351475611329,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0010485093807801604,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.004405836574733257,
|
| 233 |
+
"block7_q_sharpness": 0.0010423436760902405,
|
| 234 |
+
"block7_k_sharpness": 0.007520581595599651,
|
| 235 |
+
"block7_v_sharpness": 0.016138972714543343,
|
| 236 |
+
"block7_o_sharpness": 0.006422049831598997,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.004261739086359739,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.002951445057988167,
|
| 239 |
+
"block11_q_sharpness": 0.0005088467733003199,
|
| 240 |
+
"block11_k_sharpness": 0.00229569966904819,
|
| 241 |
+
"block11_v_sharpness": 0.009001648053526878,
|
| 242 |
+
"block11_o_sharpness": 0.0014158717822283506,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.00840752013027668,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.004601399414241314,
|
| 245 |
+
"sum_layer_numerators": 0.025486450834928228,
|
| 246 |
+
"block_diag_sharpness": 0.013734504664050027,
|
| 247 |
+
"cross_layer_sharpness": 0.06478004149187953
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_10000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 0.001293996348977089,
|
| 3 |
+
"total_l1_linf_norm": 11.602165222167969,
|
| 4 |
+
"total_spectral_norm": 0.001293996232561767,
|
| 5 |
+
"embed_lm_head_update_fnorm": 0.0006872930098325014,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.00019467133097350597,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.00013777568528894335,
|
| 8 |
+
"layer_1_update_fnorm": 0.00031748568289913237,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.0004907623515464365,
|
| 10 |
+
"layer_1_max_spectral_norm": 7.737926353001967e-05,
|
| 11 |
+
"layer_2_update_fnorm": 0.00031324048177339137,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.00048656747094355524,
|
| 13 |
+
"layer_2_max_spectral_norm": 5.658339796354994e-05,
|
| 14 |
+
"layer_3_update_fnorm": 0.0003172279102727771,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.0006192286964505911,
|
| 16 |
+
"layer_3_max_spectral_norm": 8.111431816359982e-05,
|
| 17 |
+
"layer_4_update_fnorm": 0.0003194654709659517,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.0006721371319144964,
|
| 19 |
+
"layer_4_max_spectral_norm": 9.438130655325949e-05,
|
| 20 |
+
"layer_5_update_fnorm": 0.0002959063567686826,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.0004671719507314265,
|
| 22 |
+
"layer_5_max_spectral_norm": 7.446268864441663e-05,
|
| 23 |
+
"layer_6_update_fnorm": 0.0003189764393027872,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.0006029405631124973,
|
| 25 |
+
"layer_6_max_spectral_norm": 9.519203013041988e-05,
|
| 26 |
+
"layer_7_update_fnorm": 0.0003195718163624406,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.0004939569626003504,
|
| 28 |
+
"layer_7_max_spectral_norm": 8.690276445122436e-05,
|
| 29 |
+
"layer_8_update_fnorm": 0.0003189595299772918,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.0005470843752846122,
|
| 31 |
+
"layer_8_max_spectral_norm": 8.497709495713934e-05,
|
| 32 |
+
"layer_9_update_fnorm": 0.00031858490547165275,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.000426210172008723,
|
| 34 |
+
"layer_9_max_spectral_norm": 6.324148853309453e-05,
|
| 35 |
+
"layer_10_update_fnorm": 0.00031769301858730614,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.0003812155919149518,
|
| 37 |
+
"layer_10_max_spectral_norm": 4.362014806247316e-05,
|
| 38 |
+
"layer_11_update_fnorm": 0.0003188889822922647,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.0003411616198718548,
|
| 40 |
+
"layer_11_max_spectral_norm": 3.541501791914925e-05,
|
| 41 |
+
"layer_12_update_fnorm": 0.00032118955277837813,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.00040505483048036695,
|
| 43 |
+
"layer_12_max_spectral_norm": 5.353573942556977e-05,
|
| 44 |
+
"block0_q_update_fnorm": 8.682245970703661e-05,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 9.590465924702585e-05,
|
| 46 |
+
"block0_q_max_spectral_norm": 2.501589187886566e-05,
|
| 47 |
+
"block0_k_update_fnorm": 8.823401003610343e-05,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.0001085978583432734,
|
| 49 |
+
"block0_k_max_spectral_norm": 2.614316326798871e-05,
|
| 50 |
+
"block0_v_update_fnorm": 9.261509694624692e-05,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.00011140004062326625,
|
| 52 |
+
"block0_v_max_spectral_norm": 3.378859764779918e-05,
|
| 53 |
+
"block0_o_update_fnorm": 8.89561852090992e-05,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 8.777322364039719e-05,
|
| 55 |
+
"block0_o_max_spectral_norm": 2.3089633032213897e-05,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.0001825710933189839,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.0001205192384077236,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 3.8901020161574706e-05,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.00018852364155463874,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.0004907623515464365,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 7.737926353001967e-05,
|
| 62 |
+
"block3_q_update_fnorm": 8.844886906445026e-05,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 9.832462819758803e-05,
|
| 64 |
+
"block3_q_max_spectral_norm": 2.086826498270966e-05,
|
| 65 |
+
"block3_k_update_fnorm": 9.030930232256651e-05,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.00015346516738645732,
|
| 67 |
+
"block3_k_max_spectral_norm": 2.4096712877508253e-05,
|
| 68 |
+
"block3_v_update_fnorm": 9.471352677792311e-05,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.00012768107990268618,
|
| 70 |
+
"block3_v_max_spectral_norm": 2.9971488402225077e-05,
|
| 71 |
+
"block3_o_update_fnorm": 9.233482705894858e-05,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.00010988535359501839,
|
| 73 |
+
"block3_o_max_spectral_norm": 3.427844058023766e-05,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.00018066723714582622,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.00012485106708481908,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 4.224758959026076e-05,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.00018925746553577483,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.0006721371319144964,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 9.438130655325949e-05,
|
| 80 |
+
"block7_q_update_fnorm": 8.876777428667992e-05,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 8.614852413302287e-05,
|
| 82 |
+
"block7_q_max_spectral_norm": 1.3944732927484438e-05,
|
| 83 |
+
"block7_k_update_fnorm": 8.879610686562955e-05,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 8.759406046010554e-05,
|
| 85 |
+
"block7_k_max_spectral_norm": 1.5395859009004198e-05,
|
| 86 |
+
"block7_v_update_fnorm": 9.403517469763756e-05,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.0001075837790267542,
|
| 88 |
+
"block7_v_max_spectral_norm": 1.9781075025093742e-05,
|
| 89 |
+
"block7_o_update_fnorm": 9.258362115360796e-05,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 8.7587526650168e-05,
|
| 91 |
+
"block7_o_max_spectral_norm": 1.9833092665066943e-05,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.000181892653927207,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.00010594714694889262,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 2.825437877618242e-05,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.00018802843987941742,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.0005470843752846122,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 8.497709495713934e-05,
|
| 98 |
+
"block11_q_update_fnorm": 9.077626600628719e-05,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.00010448225657455623,
|
| 100 |
+
"block11_q_max_spectral_norm": 2.087750908685848e-05,
|
| 101 |
+
"block11_k_update_fnorm": 9.146935917669907e-05,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.00011480614921310917,
|
| 103 |
+
"block11_k_max_spectral_norm": 1.930691723828204e-05,
|
| 104 |
+
"block11_v_update_fnorm": 9.576815500622615e-05,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.0001120941451517865,
|
| 106 |
+
"block11_v_max_spectral_norm": 2.8632741305045784e-05,
|
| 107 |
+
"block11_o_update_fnorm": 9.342405246570706e-05,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 9.237515041604638e-05,
|
| 109 |
+
"block11_o_max_spectral_norm": 2.5654273485997692e-05,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.00018324778648093343,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.00011386578989913687,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 3.259988079662435e-05,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.00018698663916438818,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.00040505483048036695,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 5.353573942556977e-05,
|
| 116 |
+
"total_sharpness": 0.022275345399975777,
|
| 117 |
+
"block_total_sharpness": 0.02919870615005493,
|
| 118 |
+
"v_norm_block": 0.0010963826207444072,
|
| 119 |
+
"v_T_H_v_block": 3.509844503923887e-08,
|
| 120 |
+
"v_norm": 0.0012939968146383762,
|
| 121 |
+
"ip_v_neg_g_hvp": 3.082009789068252e-05,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.0753864273428917,
|
| 123 |
+
"g_hvp_norm": 0.3159421980381012,
|
| 124 |
+
"ip_v_neg_g_t": 3.125464718323201e-05,
|
| 125 |
+
"cos_v_neg_g_t": 0.12637867033481598,
|
| 126 |
+
"g_t_norm": 0.19112063944339752,
|
| 127 |
+
"g_norm": 0.3159421980381012,
|
| 128 |
+
"hv_norm": 0.0007857283344492316,
|
| 129 |
+
"cos_v_hv": 0.036684662103652954,
|
| 130 |
+
"hg_norm": 9.749262809753418,
|
| 131 |
+
"cos_g_hg": 0.4778648316860199,
|
| 132 |
+
"v_parallel_norm": 5.318257990438724e-06,
|
| 133 |
+
"v_perp_norm": 0.00129398622084409,
|
| 134 |
+
"embed_lm_head_v_norm": 0.0006872937083244324,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.10594616830348969,
|
| 136 |
+
"layer_1_v_norm": 0.0003174872836098075,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.12261871993541718,
|
| 138 |
+
"layer_2_v_norm": 0.0003132420824840665,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.07400941848754883,
|
| 140 |
+
"layer_3_v_norm": 0.00031722948187962174,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.05134240910410881,
|
| 142 |
+
"layer_4_v_norm": 0.00031946704257279634,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.0676610916852951,
|
| 144 |
+
"layer_5_v_norm": 0.0002959080447908491,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.035927873104810715,
|
| 146 |
+
"layer_6_v_norm": 0.00031897801090963185,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.05825554206967354,
|
| 148 |
+
"layer_7_v_norm": 0.0003195733588654548,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.06945012509822845,
|
| 150 |
+
"layer_8_v_norm": 0.0003189611015841365,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.071416936814785,
|
| 152 |
+
"layer_9_v_norm": 0.0003185864770784974,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.07505084574222565,
|
| 154 |
+
"layer_10_v_norm": 0.0003176945901941508,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.08397641777992249,
|
| 156 |
+
"layer_11_v_norm": 0.00031889055389910936,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.10190235823392868,
|
| 158 |
+
"layer_12_v_norm": 0.00032119109528139234,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.13095836341381073,
|
| 160 |
+
"block0_q_v_norm": 8.682822226546705e-05,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.14085303246974945,
|
| 162 |
+
"block0_k_v_norm": 8.823967073112726e-05,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.15192803740501404,
|
| 164 |
+
"block0_v_v_norm": 9.262049570679665e-05,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.2073921412229538,
|
| 166 |
+
"block0_o_v_norm": 8.896180224837735e-05,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.15503299236297607,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.00018257382907904685,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.0867001935839653,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.0001885262900032103,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.16961778700351715,
|
| 172 |
+
"block3_q_v_norm": 8.845452248351648e-05,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.07278301566839218,
|
| 174 |
+
"block3_k_v_norm": 9.03148393263109e-05,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.11353648453950882,
|
| 176 |
+
"block3_v_v_norm": 9.4718809123151e-05,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.0476047657430172,
|
| 178 |
+
"block3_o_v_norm": 9.234024037141353e-05,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.15519744157791138,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.0001806700020097196,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.06539993733167648,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.00018926009943243116,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.21220311522483826,
|
| 184 |
+
"block7_q_v_norm": 8.877341315383092e-05,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.07423896342515945,
|
| 186 |
+
"block7_k_v_norm": 8.880173845682293e-05,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.2025117725133896,
|
| 188 |
+
"block7_v_v_norm": 9.404049342265353e-05,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.06123652309179306,
|
| 190 |
+
"block7_o_v_norm": 9.258901991415769e-05,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.22101332247257233,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.00018189540423918515,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.08127865940332413,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.0001880311028799042,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.21256209909915924,
|
| 196 |
+
"block11_q_v_norm": 9.078178118215874e-05,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.12050062417984009,
|
| 198 |
+
"block11_k_v_norm": 9.147483069682494e-05,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.21293087303638458,
|
| 200 |
+
"block11_v_v_norm": 9.577337914379314e-05,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.07897444069385529,
|
| 202 |
+
"block11_o_v_norm": 9.342940029455349e-05,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.23169764876365662,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.00018325050768908113,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.12977734208106995,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.00018698930216487497,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.1761285662651062,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0008667910587973893,
|
| 209 |
+
"layer_1_sharpness": 0.009891345165669918,
|
| 210 |
+
"layer_2_sharpness": 0.0022485526278615,
|
| 211 |
+
"layer_3_sharpness": 0.003227205015718937,
|
| 212 |
+
"layer_4_sharpness": 0.004811542108654976,
|
| 213 |
+
"layer_5_sharpness": 0.002512934384867549,
|
| 214 |
+
"layer_6_sharpness": 0.004899715073406696,
|
| 215 |
+
"layer_7_sharpness": 0.006674910895526409,
|
| 216 |
+
"layer_8_sharpness": 0.010885557159781456,
|
| 217 |
+
"layer_9_sharpness": 0.00764418812468648,
|
| 218 |
+
"layer_10_sharpness": 0.003917065914720297,
|
| 219 |
+
"layer_11_sharpness": 0.002388153225183487,
|
| 220 |
+
"layer_12_sharpness": 0.006716409232467413,
|
| 221 |
+
"block0_q_sharpness": 0.0004735412949230522,
|
| 222 |
+
"block0_k_sharpness": 0.001194325159303844,
|
| 223 |
+
"block0_v_sharpness": 0.0020808647386729717,
|
| 224 |
+
"block0_o_sharpness": 0.007308111991733313,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0017508934251964092,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.00554263312369585,
|
| 227 |
+
"block3_q_sharpness": 0.00040642154635861516,
|
| 228 |
+
"block3_k_sharpness": 0.0005260606994852424,
|
| 229 |
+
"block3_v_sharpness": 0.0123364282771945,
|
| 230 |
+
"block3_o_sharpness": 0.0017699339659884572,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00047524471301585436,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.001653061481192708,
|
| 233 |
+
"block7_q_sharpness": 0.00022989542048890144,
|
| 234 |
+
"block7_k_sharpness": 0.0002085604501189664,
|
| 235 |
+
"block7_v_sharpness": 0.02359928749501705,
|
| 236 |
+
"block7_o_sharpness": 0.0006468532374128699,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.002128254622220993,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.00340379704721272,
|
| 239 |
+
"block11_q_sharpness": 0.0003193419543094933,
|
| 240 |
+
"block11_k_sharpness": 0.00045596130075864494,
|
| 241 |
+
"block11_v_sharpness": 0.002201206050813198,
|
| 242 |
+
"block11_o_sharpness": 0.00023451476590707898,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.00143301987554878,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.007346310652792454,
|
| 245 |
+
"sum_layer_numerators": 6.648159053761581e-09,
|
| 246 |
+
"block_diag_sharpness": 0.0055306619725728,
|
| 247 |
+
"cross_layer_sharpness": 0.023668044177482132
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_1500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 1.98045814037323,
|
| 3 |
+
"total_l1_linf_norm": 17230.79296875,
|
| 4 |
+
"total_spectral_norm": 1.9804579019546509,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3168843984603882,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3511855900287628,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.2768010199069977,
|
| 8 |
+
"layer_1_update_fnorm": 0.36964356899261475,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.507827639579773,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.07215825468301773,
|
| 11 |
+
"layer_2_update_fnorm": 0.38920995593070984,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5247815847396851,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08143645524978638,
|
| 14 |
+
"layer_3_update_fnorm": 0.4009891152381897,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5546516180038452,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.07975725084543228,
|
| 17 |
+
"layer_4_update_fnorm": 0.3834508955478668,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5453952550888062,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08454998582601547,
|
| 20 |
+
"layer_5_update_fnorm": 0.3689560890197754,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.4167577028274536,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.11275938898324966,
|
| 23 |
+
"layer_6_update_fnorm": 0.41300150752067566,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.532321035861969,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07961256057024002,
|
| 26 |
+
"layer_7_update_fnorm": 0.4301290512084961,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5348440408706665,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06894858926534653,
|
| 29 |
+
"layer_8_update_fnorm": 0.44951876997947693,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.4944959282875061,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06317305564880371,
|
| 32 |
+
"layer_9_update_fnorm": 0.4699825644493103,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.522616446018219,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.0643215999007225,
|
| 35 |
+
"layer_10_update_fnorm": 0.4811594784259796,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5112903714179993,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.06703347712755203,
|
| 38 |
+
"layer_11_update_fnorm": 0.48200398683547974,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5312347412109375,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.0681365504860878,
|
| 41 |
+
"layer_12_update_fnorm": 0.46214577555656433,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.511243462562561,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.08931872993707657,
|
| 44 |
+
"block0_q_update_fnorm": 0.10038439184427261,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.1868826299905777,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.04888896271586418,
|
| 47 |
+
"block0_k_update_fnorm": 0.1046726405620575,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.2790255546569824,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.06649962067604065,
|
| 50 |
+
"block0_v_update_fnorm": 0.10527714341878891,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.21553580462932587,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05244701728224754,
|
| 53 |
+
"block0_o_update_fnorm": 0.11844401806592941,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.11743874847888947,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03138463944196701,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.22228369116783142,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.13621991872787476,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.06310801953077316,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2025427669286728,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.507827639579773,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07215825468301773,
|
| 62 |
+
"block3_q_update_fnorm": 0.10387281328439713,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.13909974694252014,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.034137554466724396,
|
| 65 |
+
"block3_k_update_fnorm": 0.10002359747886658,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.15424267947673798,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03172728046774864,
|
| 68 |
+
"block3_v_update_fnorm": 0.08854346722364426,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.13252361118793488,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.03791721910238266,
|
| 71 |
+
"block3_o_update_fnorm": 0.09945043176412582,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.12547340989112854,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.03637325391173363,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.2573166489601135,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.18238487839698792,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.061366450041532516,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2054784595966339,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5453952550888062,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08454998582601547,
|
| 80 |
+
"block7_q_update_fnorm": 0.14258943498134613,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15810002386569977,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.03598900884389877,
|
| 83 |
+
"block7_k_update_fnorm": 0.1280602216720581,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.16116000711917877,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.029511181637644768,
|
| 86 |
+
"block7_v_update_fnorm": 0.10709280520677567,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.1199902892112732,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03359604999423027,
|
| 89 |
+
"block7_o_update_fnorm": 0.12396904826164246,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.1284502148628235,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.0349564254283905,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.26796767115592957,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.18925078213214874,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.06317305564880371,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2580675184726715,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.4944959282875061,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.04827546700835228,
|
| 98 |
+
"block11_q_update_fnorm": 0.14023880660533905,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.20325009524822235,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.040787793695926666,
|
| 101 |
+
"block11_k_update_fnorm": 0.12540030479431152,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.2336188405752182,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.03354847803711891,
|
| 104 |
+
"block11_v_update_fnorm": 0.11329813301563263,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1598374843597412,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.04740768298506737,
|
| 107 |
+
"block11_o_update_fnorm": 0.14309339225292206,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.1498231589794159,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.04663148522377014,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.2759668231010437,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.17829573154449463,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.06991355866193771,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.26198986172676086,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.511243462562561,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.08931872993707657,
|
| 116 |
+
"total_sharpness": 0.03797188028693199,
|
| 117 |
+
"block_total_sharpness": 0.06435148417949677,
|
| 118 |
+
"v_norm_block": 1.479198932647705,
|
| 119 |
+
"v_T_H_v_block": 0.14080294966697693,
|
| 120 |
+
"v_norm": 1.98045814037323,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.1081911250948906,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.13547520339488983,
|
| 123 |
+
"g_hvp_norm": 0.4032423794269562,
|
| 124 |
+
"ip_v_neg_g_t": 0.10881936550140381,
|
| 125 |
+
"cos_v_neg_g_t": 0.1508476436138153,
|
| 126 |
+
"g_t_norm": 0.3642520308494568,
|
| 127 |
+
"g_norm": 0.4032423794269562,
|
| 128 |
+
"hv_norm": 0.8351707458496094,
|
| 129 |
+
"cos_v_hv": 0.09004352986812592,
|
| 130 |
+
"hg_norm": 5.044618606567383,
|
| 131 |
+
"cos_g_hg": 0.5840376615524292,
|
| 132 |
+
"v_parallel_norm": 0.013747523538768291,
|
| 133 |
+
"v_perp_norm": 1.9804103374481201,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3168843984603882,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.095197394490242,
|
| 136 |
+
"layer_1_v_norm": 0.36964356899261475,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.23725691437721252,
|
| 138 |
+
"layer_2_v_norm": 0.38920995593070984,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.14272798597812653,
|
| 140 |
+
"layer_3_v_norm": 0.4009891152381897,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.1560746729373932,
|
| 142 |
+
"layer_4_v_norm": 0.3834508955478668,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.1247069463133812,
|
| 144 |
+
"layer_5_v_norm": 0.3689560890197754,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.1277300864458084,
|
| 146 |
+
"layer_6_v_norm": 0.41300147771835327,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.15037934482097626,
|
| 148 |
+
"layer_7_v_norm": 0.4301290512084961,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.1690330058336258,
|
| 150 |
+
"layer_8_v_norm": 0.44951876997947693,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.17081832885742188,
|
| 152 |
+
"layer_9_v_norm": 0.4699825644493103,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.17150838673114777,
|
| 154 |
+
"layer_10_v_norm": 0.4811594784259796,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.182660773396492,
|
| 156 |
+
"layer_11_v_norm": 0.4820040166378021,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.2222127914428711,
|
| 158 |
+
"layer_12_v_norm": 0.46214577555656433,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.2456626296043396,
|
| 160 |
+
"block0_q_v_norm": 0.10038439184427261,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.30519476532936096,
|
| 162 |
+
"block0_k_v_norm": 0.1046726405620575,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.3532259166240692,
|
| 164 |
+
"block0_v_v_norm": 0.10527714341878891,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.31721121072769165,
|
| 166 |
+
"block0_o_v_norm": 0.11844401806592941,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.2696320712566376,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.22228369116783142,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.3312292695045471,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2025427669286728,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.32987096905708313,
|
| 172 |
+
"block3_q_v_norm": 0.10387281328439713,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.09887871146202087,
|
| 174 |
+
"block3_k_v_norm": 0.10002359747886658,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.1071554645895958,
|
| 176 |
+
"block3_v_v_norm": 0.08854346722364426,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.13201504945755005,
|
| 178 |
+
"block3_o_v_norm": 0.09945043176412582,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.28194326162338257,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.2573166489601135,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.13659222424030304,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2054784595966339,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.31841203570365906,
|
| 184 |
+
"block7_q_v_norm": 0.14258943498134613,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.1888103038072586,
|
| 186 |
+
"block7_k_v_norm": 0.1280602216720581,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.24678832292556763,
|
| 188 |
+
"block7_v_v_norm": 0.10709280520677567,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.1617821902036667,
|
| 190 |
+
"block7_o_v_norm": 0.12396904826164246,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.30071601271629333,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.26796767115592957,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.2175533026456833,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2580675184726715,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.2742164731025696,
|
| 196 |
+
"block11_q_v_norm": 0.14023880660533905,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.19706904888153076,
|
| 198 |
+
"block11_k_v_norm": 0.12540030479431152,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.26059412956237793,
|
| 200 |
+
"block11_v_v_norm": 0.11329813301563263,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.2436874359846115,
|
| 202 |
+
"block11_o_v_norm": 0.14309339225292206,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.2662343680858612,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.2759668231010437,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.26513493061065674,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.26198986172676086,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.2815096378326416,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00049213896272704,
|
| 209 |
+
"layer_1_sharpness": 0.04751791059970856,
|
| 210 |
+
"layer_2_sharpness": 0.007807699963450432,
|
| 211 |
+
"layer_3_sharpness": 0.011216942220926285,
|
| 212 |
+
"layer_4_sharpness": 0.007928241975605488,
|
| 213 |
+
"layer_5_sharpness": 0.02336696907877922,
|
| 214 |
+
"layer_6_sharpness": 0.010356547310948372,
|
| 215 |
+
"layer_7_sharpness": 0.007081433665007353,
|
| 216 |
+
"layer_8_sharpness": 0.007574500981718302,
|
| 217 |
+
"layer_9_sharpness": 0.005837319418787956,
|
| 218 |
+
"layer_10_sharpness": 0.0043760486878454685,
|
| 219 |
+
"layer_11_sharpness": 0.003574375994503498,
|
| 220 |
+
"layer_12_sharpness": 0.007534826640039682,
|
| 221 |
+
"block0_q_sharpness": 0.007952174171805382,
|
| 222 |
+
"block0_k_sharpness": 0.012495088391005993,
|
| 223 |
+
"block0_v_sharpness": 0.030035294592380524,
|
| 224 |
+
"block0_o_sharpness": 0.01125277765095234,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.00979454256594181,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.019921615719795227,
|
| 227 |
+
"block3_q_sharpness": 0.0015538454754278064,
|
| 228 |
+
"block3_k_sharpness": 0.005922986660152674,
|
| 229 |
+
"block3_v_sharpness": 0.011076078750193119,
|
| 230 |
+
"block3_o_sharpness": 0.003471134230494499,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.000807851436547935,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0024049007333815098,
|
| 233 |
+
"block7_q_sharpness": 0.0007218551472760737,
|
| 234 |
+
"block7_k_sharpness": 0.0026316524017602205,
|
| 235 |
+
"block7_v_sharpness": 0.011503134854137897,
|
| 236 |
+
"block7_o_sharpness": 0.0033510278444737196,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0022382820025086403,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0017049269517883658,
|
| 239 |
+
"block11_q_sharpness": 0.0003695957420859486,
|
| 240 |
+
"block11_k_sharpness": 0.0016319158021360636,
|
| 241 |
+
"block11_v_sharpness": 0.00522107258439064,
|
| 242 |
+
"block11_o_sharpness": 0.000843293615616858,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0028568189591169357,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.003935166634619236,
|
| 245 |
+
"sum_layer_numerators": 0.023175067256227654,
|
| 246 |
+
"block_diag_sharpness": 0.010591752736063793,
|
| 247 |
+
"cross_layer_sharpness": 0.053759731443432976
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_2000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.062291145324707,
|
| 3 |
+
"total_l1_linf_norm": 18056.10546875,
|
| 4 |
+
"total_spectral_norm": 2.062291383743286,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.326214075088501,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.36939069628715515,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.24873687326908112,
|
| 8 |
+
"layer_1_update_fnorm": 0.41746455430984497,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.48994743824005127,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.07107263803482056,
|
| 11 |
+
"layer_2_update_fnorm": 0.44538992643356323,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5907676219940186,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07794991880655289,
|
| 14 |
+
"layer_3_update_fnorm": 0.44340819120407104,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5737659931182861,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.06732279807329178,
|
| 17 |
+
"layer_4_update_fnorm": 0.43875595927238464,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6046429872512817,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08069309592247009,
|
| 20 |
+
"layer_5_update_fnorm": 0.36297282576560974,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.37103569507598877,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.0688592791557312,
|
| 23 |
+
"layer_6_update_fnorm": 0.4458755552768707,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.4961142838001251,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07075396925210953,
|
| 26 |
+
"layer_7_update_fnorm": 0.465127557516098,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5278034210205078,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06418140977621078,
|
| 29 |
+
"layer_8_update_fnorm": 0.47225141525268555,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.49532026052474976,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.056405533105134964,
|
| 32 |
+
"layer_9_update_fnorm": 0.4843950569629669,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5119228363037109,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.054852236062288284,
|
| 35 |
+
"layer_10_update_fnorm": 0.4968163073062897,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5179550647735596,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.057419683784246445,
|
| 38 |
+
"layer_11_update_fnorm": 0.5003558397293091,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5208306312561035,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.057992491871118546,
|
| 41 |
+
"layer_12_update_fnorm": 0.48030737042427063,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.49999362230300903,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.0830608457326889,
|
| 44 |
+
"block0_q_update_fnorm": 0.11720215529203415,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.2770267724990845,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.06510304659605026,
|
| 47 |
+
"block0_k_update_fnorm": 0.11155296862125397,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.2919418215751648,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.07107263803482056,
|
| 50 |
+
"block0_v_update_fnorm": 0.11878474056720734,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.20766541361808777,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05301567167043686,
|
| 53 |
+
"block0_o_update_fnorm": 0.13353464007377625,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.13360410928726196,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03133457154035568,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.25200745463371277,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.14524111151695251,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.056255269795656204,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.22931207716464996,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.48994743824005127,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07040317356586456,
|
| 62 |
+
"block3_q_update_fnorm": 0.13077765703201294,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.16850675642490387,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.040659256279468536,
|
| 65 |
+
"block3_k_update_fnorm": 0.12303472310304642,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.19262588024139404,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03303465619683266,
|
| 68 |
+
"block3_v_update_fnorm": 0.10342542082071304,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.14231231808662415,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.033561766147613525,
|
| 71 |
+
"block3_o_update_fnorm": 0.11268892139196396,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.15322959423065186,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.03876446560025215,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.28533151745796204,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.1983237862586975,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.05983586981892586,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.23529759049415588,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6046429872512817,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08069309592247009,
|
| 80 |
+
"block7_q_update_fnorm": 0.15065249800682068,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.16502618789672852,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.03463805466890335,
|
| 83 |
+
"block7_k_update_fnorm": 0.14127157628536224,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.17223022878170013,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.03089246340095997,
|
| 86 |
+
"block7_v_update_fnorm": 0.11351694911718369,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13267014920711517,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.029803888872265816,
|
| 89 |
+
"block7_o_update_fnorm": 0.1307506561279297,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13843536376953125,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.026244409382343292,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.28049254417419434,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.1684872806072235,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.056405533105134964,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.26760372519493103,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.49532026052474976,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.04977397620677948,
|
| 98 |
+
"block11_q_update_fnorm": 0.14671027660369873,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16322731971740723,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.03437264263629913,
|
| 101 |
+
"block11_k_update_fnorm": 0.13212350010871887,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16394257545471191,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.02805730700492859,
|
| 104 |
+
"block11_v_update_fnorm": 0.11409713327884674,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.14315402507781982,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.03952028602361679,
|
| 107 |
+
"block11_o_update_fnorm": 0.14068648219108582,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.14866632223129272,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.037234459072351456,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.2926887571811676,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.16413681209087372,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.05850592628121376,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.27047479152679443,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.49999362230300903,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.0830608457326889,
|
| 116 |
+
"total_sharpness": 0.014920845627784729,
|
| 117 |
+
"block_total_sharpness": 0.023391691967844963,
|
| 118 |
+
"v_norm_block": 1.5793040990829468,
|
| 119 |
+
"v_T_H_v_block": 0.058343589305877686,
|
| 120 |
+
"v_norm": 2.062291145324707,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.07659490406513214,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.12491142004728317,
|
| 123 |
+
"g_hvp_norm": 0.2973361611366272,
|
| 124 |
+
"ip_v_neg_g_t": 0.07686709612607956,
|
| 125 |
+
"cos_v_neg_g_t": 0.15488722920417786,
|
| 126 |
+
"g_t_norm": 0.2406439185142517,
|
| 127 |
+
"g_norm": 0.2973361611366272,
|
| 128 |
+
"hv_norm": 0.4707673192024231,
|
| 129 |
+
"cos_v_hv": 0.06536377221345901,
|
| 130 |
+
"hg_norm": 7.640219688415527,
|
| 131 |
+
"cos_g_hg": 0.2685447037220001,
|
| 132 |
+
"v_parallel_norm": 0.018292441964149475,
|
| 133 |
+
"v_perp_norm": 2.0622098445892334,
|
| 134 |
+
"embed_lm_head_v_norm": 1.326214075088501,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.10779428482055664,
|
| 136 |
+
"layer_1_v_norm": 0.41746455430984497,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.20333343744277954,
|
| 138 |
+
"layer_2_v_norm": 0.44538992643356323,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.1197502613067627,
|
| 140 |
+
"layer_3_v_norm": 0.44340822100639343,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.11745741218328476,
|
| 142 |
+
"layer_4_v_norm": 0.43875595927238464,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.11268170922994614,
|
| 144 |
+
"layer_5_v_norm": 0.36297282576560974,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.07811059057712555,
|
| 146 |
+
"layer_6_v_norm": 0.4458755552768707,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.12077796459197998,
|
| 148 |
+
"layer_7_v_norm": 0.465127557516098,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.13669142127037048,
|
| 150 |
+
"layer_8_v_norm": 0.47225141525268555,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.1422913670539856,
|
| 152 |
+
"layer_9_v_norm": 0.4843950569629669,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.1391741931438446,
|
| 154 |
+
"layer_10_v_norm": 0.4968163073062897,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.1536300629377365,
|
| 156 |
+
"layer_11_v_norm": 0.5003558397293091,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.18133504688739777,
|
| 158 |
+
"layer_12_v_norm": 0.48030737042427063,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.20919279754161835,
|
| 160 |
+
"block0_q_v_norm": 0.11720215529203415,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.22231145203113556,
|
| 162 |
+
"block0_k_v_norm": 0.11155296862125397,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.22681911289691925,
|
| 164 |
+
"block0_v_v_norm": 0.11878474056720734,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.26436084508895874,
|
| 166 |
+
"block0_o_v_norm": 0.13353464007377625,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.2282230257987976,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.25200745463371277,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.2629663348197937,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.22931207716464996,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.25225532054901123,
|
| 172 |
+
"block3_q_v_norm": 0.13077765703201294,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.10268749296665192,
|
| 174 |
+
"block3_k_v_norm": 0.12303472310304642,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.12979230284690857,
|
| 176 |
+
"block3_v_v_norm": 0.10342542082071304,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.08658486604690552,
|
| 178 |
+
"block3_o_v_norm": 0.11268892139196396,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.20781266689300537,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.28533151745796204,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.10523638129234314,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.23529759049415588,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2558613419532776,
|
| 184 |
+
"block7_q_v_norm": 0.15065249800682068,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.16624608635902405,
|
| 186 |
+
"block7_k_v_norm": 0.14127157628536224,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.26017171144485474,
|
| 188 |
+
"block7_v_v_norm": 0.11351694911718369,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.12279300391674042,
|
| 190 |
+
"block7_o_v_norm": 0.1307506561279297,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.24357014894485474,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.28049254417419434,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.17779283225536346,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.26760372519493103,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.23748229444026947,
|
| 196 |
+
"block11_q_v_norm": 0.14671027660369873,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.1725701242685318,
|
| 198 |
+
"block11_k_v_norm": 0.13212350010871887,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.19168250262737274,
|
| 200 |
+
"block11_v_v_norm": 0.11409713327884674,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.17244967818260193,
|
| 202 |
+
"block11_o_v_norm": 0.14068648219108582,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.22767770290374756,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.2926887571811676,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.22403757274150848,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.27047479152679443,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.24534055590629578,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00042599550215527415,
|
| 209 |
+
"layer_1_sharpness": 0.017298994585871696,
|
| 210 |
+
"layer_2_sharpness": 0.0010789979714900255,
|
| 211 |
+
"layer_3_sharpness": 0.002217137021943927,
|
| 212 |
+
"layer_4_sharpness": 0.0025293887592852116,
|
| 213 |
+
"layer_5_sharpness": 0.005150567274540663,
|
| 214 |
+
"layer_6_sharpness": 0.003519103629514575,
|
| 215 |
+
"layer_7_sharpness": 0.00406072661280632,
|
| 216 |
+
"layer_8_sharpness": 0.004849024582654238,
|
| 217 |
+
"layer_9_sharpness": 0.003149089403450489,
|
| 218 |
+
"layer_10_sharpness": 0.0024702479131519794,
|
| 219 |
+
"layer_11_sharpness": 0.002100029494613409,
|
| 220 |
+
"layer_12_sharpness": 0.004121764097362757,
|
| 221 |
+
"block0_q_sharpness": 0.0030125160701572895,
|
| 222 |
+
"block0_k_sharpness": 0.0036692009307444096,
|
| 223 |
+
"block0_v_sharpness": 0.015837468206882477,
|
| 224 |
+
"block0_o_sharpness": 0.00587450759485364,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0038728946819901466,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.009062981233000755,
|
| 227 |
+
"block3_q_sharpness": 0.0006358099635690451,
|
| 228 |
+
"block3_k_sharpness": 0.0007951834122650325,
|
| 229 |
+
"block3_v_sharpness": 0.003537255572155118,
|
| 230 |
+
"block3_o_sharpness": 0.001403805217705667,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00033198014716617763,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0010344905313104391,
|
| 233 |
+
"block7_q_sharpness": 0.000672988360747695,
|
| 234 |
+
"block7_k_sharpness": 0.0022072873543947935,
|
| 235 |
+
"block7_v_sharpness": 0.008665445260703564,
|
| 236 |
+
"block7_o_sharpness": 0.0014967127935960889,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0015385376755148172,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0010296421824023128,
|
| 239 |
+
"block11_q_sharpness": 0.0002753267181105912,
|
| 240 |
+
"block11_k_sharpness": 0.0007599898963235319,
|
| 241 |
+
"block11_v_sharpness": 0.0024577712174504995,
|
| 242 |
+
"block11_o_sharpness": 0.0004663841100409627,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0013776174746453762,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.002980270190164447,
|
| 245 |
+
"sum_layer_numerators": 0.010315085689014816,
|
| 246 |
+
"block_diag_sharpness": 0.0041356265514181315,
|
| 247 |
+
"cross_layer_sharpness": 0.019256065416426833
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_2500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.108919858932495,
|
| 3 |
+
"total_l1_linf_norm": 18552.126953125,
|
| 4 |
+
"total_spectral_norm": 2.108919382095337,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3153616189956665,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3238053321838379,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.22892475128173828,
|
| 8 |
+
"layer_1_update_fnorm": 0.4515000581741333,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6260875463485718,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08465464413166046,
|
| 11 |
+
"layer_2_update_fnorm": 0.4685908555984497,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5814715027809143,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08241298794746399,
|
| 14 |
+
"layer_3_update_fnorm": 0.46625474095344543,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5928037166595459,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.08310269564390182,
|
| 17 |
+
"layer_4_update_fnorm": 0.458048015832901,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6591053009033203,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.09507137537002563,
|
| 20 |
+
"layer_5_update_fnorm": 0.37152016162872314,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.33794263005256653,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.06571653485298157,
|
| 23 |
+
"layer_6_update_fnorm": 0.4651820957660675,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5860558748245239,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07978734374046326,
|
| 26 |
+
"layer_7_update_fnorm": 0.48444586992263794,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5890598893165588,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07542968541383743,
|
| 29 |
+
"layer_8_update_fnorm": 0.49225565791130066,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5184444785118103,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06623587757349014,
|
| 32 |
+
"layer_9_update_fnorm": 0.505729079246521,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5276302695274353,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.059773460030555725,
|
| 35 |
+
"layer_10_update_fnorm": 0.5144466757774353,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5325391888618469,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.05771631374955177,
|
| 38 |
+
"layer_11_update_fnorm": 0.5180804133415222,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5297521352767944,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.058469146490097046,
|
| 41 |
+
"layer_12_update_fnorm": 0.4964717626571655,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5080488324165344,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.0789681077003479,
|
| 44 |
+
"block0_q_update_fnorm": 0.12739309668540955,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.2413671463727951,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.06185443326830864,
|
| 47 |
+
"block0_k_update_fnorm": 0.12993744015693665,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.26117876172065735,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.08231323957443237,
|
| 50 |
+
"block0_v_update_fnorm": 0.1273687481880188,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.19835250079631805,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05679440125823021,
|
| 53 |
+
"block0_o_update_fnorm": 0.13784588873386383,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.14003469049930573,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03852329030632973,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.2699774503707886,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.15948638319969177,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.06612652540206909,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2500693202018738,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6260875463485718,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.08465464413166046,
|
| 62 |
+
"block3_q_update_fnorm": 0.13561774790287018,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1566203385591507,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.04647541418671608,
|
| 65 |
+
"block3_k_update_fnorm": 0.12978477776050568,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.232078418135643,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03799150884151459,
|
| 68 |
+
"block3_v_update_fnorm": 0.10986542701721191,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.15892568230628967,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.039813846349716187,
|
| 71 |
+
"block3_o_update_fnorm": 0.11787590384483337,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.14099794626235962,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04570852965116501,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.2928798794746399,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.18315419554710388,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06034450978040695,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.25042763352394104,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6591053009033203,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.09507137537002563,
|
| 80 |
+
"block7_q_update_fnorm": 0.15258027613162994,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15697404742240906,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.03223860636353493,
|
| 83 |
+
"block7_k_update_fnorm": 0.14305296540260315,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.159699946641922,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.026341358199715614,
|
| 86 |
+
"block7_v_update_fnorm": 0.12318263202905655,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.14769411087036133,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03844120353460312,
|
| 89 |
+
"block7_o_update_fnorm": 0.13737566769123077,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.1351485550403595,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.03378083556890488,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.2951241731643677,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.19780120253562927,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.06356766819953918,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27804577350616455,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5184444785118103,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06623587757349014,
|
| 98 |
+
"block11_q_update_fnorm": 0.1524025797843933,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.1629672646522522,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.0350588783621788,
|
| 101 |
+
"block11_k_update_fnorm": 0.14100202918052673,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16113048791885376,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.029465539380908012,
|
| 104 |
+
"block11_v_update_fnorm": 0.12524239718914032,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1617783010005951,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.044368039816617966,
|
| 107 |
+
"block11_o_update_fnorm": 0.14703728258609772,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15292085707187653,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.04061843454837799,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.30223071575164795,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.1718703806400299,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.057921066880226135,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2731820046901703,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5080488324165344,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.0789681077003479,
|
| 116 |
+
"total_sharpness": 0.02287311479449272,
|
| 117 |
+
"block_total_sharpness": 0.03564690053462982,
|
| 118 |
+
"v_norm_block": 1.648443341255188,
|
| 119 |
+
"v_T_H_v_block": 0.09686564654111862,
|
| 120 |
+
"v_norm": 2.108919858932495,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.08763210475444794,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.10755141079425812,
|
| 123 |
+
"g_hvp_norm": 0.386355459690094,
|
| 124 |
+
"ip_v_neg_g_t": 0.08791757375001907,
|
| 125 |
+
"cos_v_neg_g_t": 0.12042480707168579,
|
| 126 |
+
"g_t_norm": 0.34617817401885986,
|
| 127 |
+
"g_norm": 0.386355459690094,
|
| 128 |
+
"hv_norm": 0.801994800567627,
|
| 129 |
+
"cos_v_hv": 0.06014697998762131,
|
| 130 |
+
"hg_norm": 3.43645977973938,
|
| 131 |
+
"cos_g_hg": 0.7231884598731995,
|
| 132 |
+
"v_parallel_norm": 0.011238573119044304,
|
| 133 |
+
"v_perp_norm": 2.1088898181915283,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3153616189956665,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09364286810159683,
|
| 136 |
+
"layer_1_v_norm": 0.4515000581741333,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.21101903915405273,
|
| 138 |
+
"layer_2_v_norm": 0.4685908555984497,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.11198514699935913,
|
| 140 |
+
"layer_3_v_norm": 0.46625474095344543,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.10091112554073334,
|
| 142 |
+
"layer_4_v_norm": 0.458048015832901,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.09897872060537338,
|
| 144 |
+
"layer_5_v_norm": 0.37152016162872314,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.07462433725595474,
|
| 146 |
+
"layer_6_v_norm": 0.4651820957660675,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.10338999330997467,
|
| 148 |
+
"layer_7_v_norm": 0.48444586992263794,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.12402035295963287,
|
| 150 |
+
"layer_8_v_norm": 0.49225565791130066,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.11844934523105621,
|
| 152 |
+
"layer_9_v_norm": 0.505729079246521,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.11431573331356049,
|
| 154 |
+
"layer_10_v_norm": 0.5144466757774353,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.11381703615188599,
|
| 156 |
+
"layer_11_v_norm": 0.5180804133415222,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.14465734362602234,
|
| 158 |
+
"layer_12_v_norm": 0.4964717626571655,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.17876219749450684,
|
| 160 |
+
"block0_q_v_norm": 0.12739309668540955,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.2694157361984253,
|
| 162 |
+
"block0_k_v_norm": 0.12993744015693665,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.2847156226634979,
|
| 164 |
+
"block0_v_v_norm": 0.1273687481880188,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.273708701133728,
|
| 166 |
+
"block0_o_v_norm": 0.13784588873386383,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.24057041108608246,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.2699774503707886,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.2881883978843689,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2500693202018738,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.2778170108795166,
|
| 172 |
+
"block3_q_v_norm": 0.13561774790287018,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.10017725080251694,
|
| 174 |
+
"block3_k_v_norm": 0.12978477776050568,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.10356242954730988,
|
| 176 |
+
"block3_v_v_norm": 0.10986542701721191,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.08596593141555786,
|
| 178 |
+
"block3_o_v_norm": 0.11787590384483337,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.2437596172094345,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.2928798794746399,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.09935196489095688,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.25042763352394104,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.3012288808822632,
|
| 184 |
+
"block7_q_v_norm": 0.15258027613162994,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.141656294465065,
|
| 186 |
+
"block7_k_v_norm": 0.14305296540260315,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.23711389303207397,
|
| 188 |
+
"block7_v_v_norm": 0.12318263202905655,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.11937253177165985,
|
| 190 |
+
"block7_o_v_norm": 0.13737566769123077,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.2789183557033539,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.2951241731643677,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.1547635942697525,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27804577350616455,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.2533477544784546,
|
| 196 |
+
"block11_q_v_norm": 0.1524025797843933,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.16317570209503174,
|
| 198 |
+
"block11_k_v_norm": 0.14100202918052673,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.223124697804451,
|
| 200 |
+
"block11_v_v_norm": 0.12524239718914032,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.15154452621936798,
|
| 202 |
+
"block11_o_v_norm": 0.14703728258609772,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.23912176489830017,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.30223071575164795,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.18985812366008759,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2731820046901703,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.21792294085025787,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00040880258893594146,
|
| 209 |
+
"layer_1_sharpness": 0.026496807113289833,
|
| 210 |
+
"layer_2_sharpness": 0.0025445614010095596,
|
| 211 |
+
"layer_3_sharpness": 0.004910314455628395,
|
| 212 |
+
"layer_4_sharpness": 0.004049345385283232,
|
| 213 |
+
"layer_5_sharpness": 0.005246967077255249,
|
| 214 |
+
"layer_6_sharpness": 0.003762305248528719,
|
| 215 |
+
"layer_7_sharpness": 0.005471646320074797,
|
| 216 |
+
"layer_8_sharpness": 0.006738126743584871,
|
| 217 |
+
"layer_9_sharpness": 0.0046522049233317375,
|
| 218 |
+
"layer_10_sharpness": 0.002885253634303808,
|
| 219 |
+
"layer_11_sharpness": 0.0020258957520127296,
|
| 220 |
+
"layer_12_sharpness": 0.004288182593882084,
|
| 221 |
+
"block0_q_sharpness": 0.003578520379960537,
|
| 222 |
+
"block0_k_sharpness": 0.006118242163211107,
|
| 223 |
+
"block0_v_sharpness": 0.013831403106451035,
|
| 224 |
+
"block0_o_sharpness": 0.005432505160570145,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.00528970779851079,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.013178703375160694,
|
| 227 |
+
"block3_q_sharpness": 0.0011562760919332504,
|
| 228 |
+
"block3_k_sharpness": 0.001438598264940083,
|
| 229 |
+
"block3_v_sharpness": 0.006624739151448011,
|
| 230 |
+
"block3_o_sharpness": 0.0018256288021802902,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.000359414640115574,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0014979487750679255,
|
| 233 |
+
"block7_q_sharpness": 0.00029998301761224866,
|
| 234 |
+
"block7_k_sharpness": 0.0009665120160207152,
|
| 235 |
+
"block7_v_sharpness": 0.014415241777896881,
|
| 236 |
+
"block7_o_sharpness": 0.001765129854902625,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0022733937948942184,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0011876579374074936,
|
| 239 |
+
"block11_q_sharpness": 0.0002972150396090001,
|
| 240 |
+
"block11_k_sharpness": 0.0007829919341020286,
|
| 241 |
+
"block11_v_sharpness": 0.0029934151098132133,
|
| 242 |
+
"block11_o_sharpness": 0.00044040745706297457,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.001192673807963729,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0033019206020981073,
|
| 245 |
+
"sum_layer_numerators": 0.015886656015486143,
|
| 246 |
+
"block_diag_sharpness": 0.005846345039608701,
|
| 247 |
+
"cross_layer_sharpness": 0.02980055549502112
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_3000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.1379847526550293,
|
| 3 |
+
"total_l1_linf_norm": 18809.015625,
|
| 4 |
+
"total_spectral_norm": 2.13798451423645,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3208688497543335,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.35254397988319397,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21860933303833008,
|
| 8 |
+
"layer_1_update_fnorm": 0.46193429827690125,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5596508979797363,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08004669100046158,
|
| 11 |
+
"layer_2_update_fnorm": 0.4695722162723541,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5335919857025146,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07725895941257477,
|
| 14 |
+
"layer_3_update_fnorm": 0.4645248055458069,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5548864603042603,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.07076315581798553,
|
| 17 |
+
"layer_4_update_fnorm": 0.47040948271751404,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5843006372451782,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.0808328166604042,
|
| 20 |
+
"layer_5_update_fnorm": 0.3846361041069031,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.3260449171066284,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.061131518334150314,
|
| 23 |
+
"layer_6_update_fnorm": 0.47094249725341797,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5756430625915527,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07504479587078094,
|
| 26 |
+
"layer_7_update_fnorm": 0.49425649642944336,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5908663868904114,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06854669004678726,
|
| 29 |
+
"layer_8_update_fnorm": 0.49540016055107117,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5408892631530762,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.05596600100398064,
|
| 32 |
+
"layer_9_update_fnorm": 0.5113199353218079,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5266375541687012,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.0522662028670311,
|
| 35 |
+
"layer_10_update_fnorm": 0.5268014669418335,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5527493953704834,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.054464828222990036,
|
| 38 |
+
"layer_11_update_fnorm": 0.5345844626426697,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5726966261863708,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.060550183057785034,
|
| 41 |
+
"layer_12_update_fnorm": 0.5207139849662781,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5396641492843628,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07728763669729233,
|
| 44 |
+
"block0_q_update_fnorm": 0.1273627132177353,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.2329253852367401,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.059479765594005585,
|
| 47 |
+
"block0_k_update_fnorm": 0.12534621357917786,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.26764073967933655,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.08004669100046158,
|
| 50 |
+
"block0_v_update_fnorm": 0.1375938206911087,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.19040809571743011,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05859751254320145,
|
| 53 |
+
"block0_o_update_fnorm": 0.141765296459198,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.17067945003509521,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.04586387798190117,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.2798447012901306,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.18257907032966614,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.06118007376790047,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.25303661823272705,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5596508979797363,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07478081434965134,
|
| 62 |
+
"block3_q_update_fnorm": 0.14829376339912415,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1933973729610443,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.05775563046336174,
|
| 65 |
+
"block3_k_update_fnorm": 0.1364683210849762,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.243200421333313,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.04062529280781746,
|
| 68 |
+
"block3_v_update_fnorm": 0.11720527708530426,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.14921164512634277,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.039246637374162674,
|
| 71 |
+
"block3_o_update_fnorm": 0.12306585907936096,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.15399035811424255,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04114782437682152,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.2987348139286041,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.17384597659111023,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.060204535722732544,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.24988718330860138,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5843006372451782,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.0808328166604042,
|
| 80 |
+
"block7_q_update_fnorm": 0.15547747910022736,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.14715367555618286,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.02847997657954693,
|
| 83 |
+
"block7_k_update_fnorm": 0.1458524614572525,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.15369316935539246,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.02577548287808895,
|
| 86 |
+
"block7_v_update_fnorm": 0.12731756269931793,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.15474864840507507,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03463435918092728,
|
| 89 |
+
"block7_o_update_fnorm": 0.14106783270835876,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.14286614954471588,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.031441688537597656,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.29420343041419983,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.18650676310062408,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.05414881557226181,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27785593271255493,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5408892631530762,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.05596600100398064,
|
| 98 |
+
"block11_q_update_fnorm": 0.1633518487215042,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.21693408489227295,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.04492375999689102,
|
| 101 |
+
"block11_k_update_fnorm": 0.1512366384267807,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.21129031479358673,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.0352514274418354,
|
| 104 |
+
"block11_v_update_fnorm": 0.13939116895198822,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.17332762479782104,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.05342902988195419,
|
| 107 |
+
"block11_o_update_fnorm": 0.15683044493198395,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.16430243849754333,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.048683762550354004,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31308791041374207,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.19291359186172485,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.061096299439668655,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.281820684671402,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5396641492843628,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07728763669729233,
|
| 116 |
+
"total_sharpness": 0.012851294130086899,
|
| 117 |
+
"block_total_sharpness": 0.01895095966756344,
|
| 118 |
+
"v_norm_block": 1.6811553239822388,
|
| 119 |
+
"v_T_H_v_block": 0.0535607784986496,
|
| 120 |
+
"v_norm": 2.1379847526550293,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.08046844601631165,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.11358802765607834,
|
| 123 |
+
"g_hvp_norm": 0.3313511312007904,
|
| 124 |
+
"ip_v_neg_g_t": 0.08094947040081024,
|
| 125 |
+
"cos_v_neg_g_t": 0.13390730321407318,
|
| 126 |
+
"g_t_norm": 0.2827516496181488,
|
| 127 |
+
"g_norm": 0.3313511312007904,
|
| 128 |
+
"hv_norm": 0.4612157642841339,
|
| 129 |
+
"cos_v_hv": 0.05957270786166191,
|
| 130 |
+
"hg_norm": 2.7173449993133545,
|
| 131 |
+
"cos_g_hg": 0.6536641120910645,
|
| 132 |
+
"v_parallel_norm": 0.016544284299016,
|
| 133 |
+
"v_perp_norm": 2.137920618057251,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3208688497543335,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09360508620738983,
|
| 136 |
+
"layer_1_v_norm": 0.46193429827690125,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.2203216403722763,
|
| 138 |
+
"layer_2_v_norm": 0.4695722162723541,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.11325665563344955,
|
| 140 |
+
"layer_3_v_norm": 0.4645247459411621,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.10091231018304825,
|
| 142 |
+
"layer_4_v_norm": 0.47040948271751404,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.10361403971910477,
|
| 144 |
+
"layer_5_v_norm": 0.3846361041069031,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.07225613296031952,
|
| 146 |
+
"layer_6_v_norm": 0.47094252705574036,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.09941381961107254,
|
| 148 |
+
"layer_7_v_norm": 0.49425649642944336,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.110288605093956,
|
| 150 |
+
"layer_8_v_norm": 0.49540016055107117,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.10957423597574234,
|
| 152 |
+
"layer_9_v_norm": 0.5113199353218079,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.11514796316623688,
|
| 154 |
+
"layer_10_v_norm": 0.5268014669418335,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.1316784769296646,
|
| 156 |
+
"layer_11_v_norm": 0.5345844626426697,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.17637495696544647,
|
| 158 |
+
"layer_12_v_norm": 0.5207139849662781,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.2035311758518219,
|
| 160 |
+
"block0_q_v_norm": 0.1273627132177353,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.21316343545913696,
|
| 162 |
+
"block0_k_v_norm": 0.12534621357917786,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.20550428330898285,
|
| 164 |
+
"block0_v_v_norm": 0.1375938206911087,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.33741289377212524,
|
| 166 |
+
"block0_o_v_norm": 0.141765296459198,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.2839110493659973,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.2798447012901306,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.26584312319755554,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.25303661823272705,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.24503636360168457,
|
| 172 |
+
"block3_q_v_norm": 0.14829376339912415,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.1176101341843605,
|
| 174 |
+
"block3_k_v_norm": 0.1364683210849762,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.1335429847240448,
|
| 176 |
+
"block3_v_v_norm": 0.11720527708530426,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.07577399164438248,
|
| 178 |
+
"block3_o_v_norm": 0.12306585907936096,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.2158280611038208,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.2987348139286041,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.09273333847522736,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.24988718330860138,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.266154021024704,
|
| 184 |
+
"block7_q_v_norm": 0.15547747910022736,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.11952432990074158,
|
| 186 |
+
"block7_k_v_norm": 0.1458524614572525,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.22175221145153046,
|
| 188 |
+
"block7_v_v_norm": 0.12731756269931793,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.09696171432733536,
|
| 190 |
+
"block7_o_v_norm": 0.14106783270835876,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.25967949628829956,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.29420343041419983,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.14871957898139954,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27785593271255493,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.2569326162338257,
|
| 196 |
+
"block11_q_v_norm": 0.1633518487215042,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.19024525582790375,
|
| 198 |
+
"block11_k_v_norm": 0.1512366384267807,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.24542967975139618,
|
| 200 |
+
"block11_v_v_norm": 0.13939116895198822,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.1823074072599411,
|
| 202 |
+
"block11_o_v_norm": 0.15683044493198395,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.3014305830001831,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31308791041374207,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.20555663108825684,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.281820684671402,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.23096145689487457,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0004959767102263868,
|
| 209 |
+
"layer_1_sharpness": 0.017102546989917755,
|
| 210 |
+
"layer_2_sharpness": 0.0006551682017743587,
|
| 211 |
+
"layer_3_sharpness": 0.0012929686345160007,
|
| 212 |
+
"layer_4_sharpness": 0.0015688041457906365,
|
| 213 |
+
"layer_5_sharpness": 0.0037772441282868385,
|
| 214 |
+
"layer_6_sharpness": 0.0024471457581967115,
|
| 215 |
+
"layer_7_sharpness": 0.0028253765776753426,
|
| 216 |
+
"layer_8_sharpness": 0.0034033837728202343,
|
| 217 |
+
"layer_9_sharpness": 0.0028815323021262884,
|
| 218 |
+
"layer_10_sharpness": 0.0024662245996296406,
|
| 219 |
+
"layer_11_sharpness": 0.0026731265243142843,
|
| 220 |
+
"layer_12_sharpness": 0.004612258169800043,
|
| 221 |
+
"block0_q_sharpness": 0.0015884394524618983,
|
| 222 |
+
"block0_k_sharpness": 0.00329385744407773,
|
| 223 |
+
"block0_v_sharpness": 0.019577091559767723,
|
| 224 |
+
"block0_o_sharpness": 0.007791629992425442,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.00329989125020802,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.005894435103982687,
|
| 227 |
+
"block3_q_sharpness": 0.0005919516552239656,
|
| 228 |
+
"block3_k_sharpness": 0.00037807587068527937,
|
| 229 |
+
"block3_v_sharpness": 0.0020764151122421026,
|
| 230 |
+
"block3_o_sharpness": 0.0014132038922980428,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00025205593556165695,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0006391005590558052,
|
| 233 |
+
"block7_q_sharpness": 0.00020182157459203154,
|
| 234 |
+
"block7_k_sharpness": 0.000593228789512068,
|
| 235 |
+
"block7_v_sharpness": 0.007661330979317427,
|
| 236 |
+
"block7_o_sharpness": 0.0009785944130271673,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0013045617379248142,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0006242675590328872,
|
| 239 |
+
"block11_q_sharpness": 0.0006136735319159925,
|
| 240 |
+
"block11_k_sharpness": 0.0010252983774989843,
|
| 241 |
+
"block11_v_sharpness": 0.003262775484472513,
|
| 242 |
+
"block11_o_sharpness": 0.0006385544547811151,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0014906000578776002,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0024133508559316397,
|
| 245 |
+
"sum_layer_numerators": 0.010499363241454531,
|
| 246 |
+
"block_diag_sharpness": 0.003714901307376901,
|
| 247 |
+
"cross_layer_sharpness": 0.015236058360186537
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_3500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.1351592540740967,
|
| 3 |
+
"total_l1_linf_norm": 18810.9765625,
|
| 4 |
+
"total_spectral_norm": 2.135159492492676,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3204916715621948,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.33477386832237244,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.2113340198993683,
|
| 8 |
+
"layer_1_update_fnorm": 0.4607507288455963,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5588314533233643,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.07358212769031525,
|
| 11 |
+
"layer_2_update_fnorm": 0.48195335268974304,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5623157024383545,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07706647366285324,
|
| 14 |
+
"layer_3_update_fnorm": 0.47472870349884033,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5825061798095703,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.07373978197574615,
|
| 17 |
+
"layer_4_update_fnorm": 0.4719672203063965,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5685874223709106,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08556901663541794,
|
| 20 |
+
"layer_5_update_fnorm": 0.40047967433929443,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.3652462363243103,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.06230948120355606,
|
| 23 |
+
"layer_6_update_fnorm": 0.4749797284603119,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5252038836479187,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07302187383174896,
|
| 26 |
+
"layer_7_update_fnorm": 0.49183109402656555,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5493512153625488,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.0653635710477829,
|
| 29 |
+
"layer_8_update_fnorm": 0.49406054615974426,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5149745941162109,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.056366100907325745,
|
| 32 |
+
"layer_9_update_fnorm": 0.5041503310203552,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5213438868522644,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.04795113205909729,
|
| 35 |
+
"layer_10_update_fnorm": 0.5156856179237366,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5306349992752075,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.048175662755966187,
|
| 38 |
+
"layer_11_update_fnorm": 0.5230460166931152,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5313438177108765,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05065949261188507,
|
| 41 |
+
"layer_12_update_fnorm": 0.5068108439445496,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5509769916534424,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07548441737890244,
|
| 44 |
+
"block0_q_update_fnorm": 0.12917819619178772,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.18978720903396606,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.04695220664143562,
|
| 47 |
+
"block0_k_update_fnorm": 0.12688729166984558,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.20368267595767975,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.06269846856594086,
|
| 50 |
+
"block0_v_update_fnorm": 0.1348756104707718,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.18434861302375793,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05026186630129814,
|
| 53 |
+
"block0_o_update_fnorm": 0.13473381102085114,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.14874175190925598,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03941694274544716,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.28338560461997986,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.15241996943950653,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.05220333859324455,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2505360543727875,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5588314533233643,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07358212769031525,
|
| 62 |
+
"block3_q_update_fnorm": 0.1425877809524536,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.16370104253292084,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.043228186666965485,
|
| 65 |
+
"block3_k_update_fnorm": 0.1373029500246048,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.19826990365982056,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.037791866809129715,
|
| 68 |
+
"block3_v_update_fnorm": 0.1152043491601944,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.16056129336357117,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.03560766950249672,
|
| 71 |
+
"block3_o_update_fnorm": 0.12116313725709915,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.1394014209508896,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04465898871421814,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.30110207200050354,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.17577283084392548,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.060262735933065414,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.25462695956230164,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5685874223709106,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08556901663541794,
|
| 80 |
+
"block7_q_update_fnorm": 0.1559254378080368,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15055999159812927,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.028580382466316223,
|
| 83 |
+
"block7_k_update_fnorm": 0.14846189320087433,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.15487726032733917,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.028457796201109886,
|
| 86 |
+
"block7_v_update_fnorm": 0.12597742676734924,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.12796595692634583,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.02942383475601673,
|
| 89 |
+
"block7_o_update_fnorm": 0.13909491896629333,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.1329222321510315,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.029440967366099358,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.29591524600982666,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.15722720324993134,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.0503699965775013,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2735973298549652,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5149745941162109,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.056366100907325745,
|
| 98 |
+
"block11_q_update_fnorm": 0.15434683859348297,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.1677597463130951,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.031018128618597984,
|
| 101 |
+
"block11_k_update_fnorm": 0.14436034858226776,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.17641407251358032,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.025803038850426674,
|
| 104 |
+
"block11_v_update_fnorm": 0.12822937965393066,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.14376817643642426,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.038081441074609756,
|
| 107 |
+
"block11_o_update_fnorm": 0.14973017573356628,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.14710289239883423,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03768322616815567,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31023627519607544,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.19687995314598083,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.05552544444799423,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.27744337916374207,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5509769916534424,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07548441737890244,
|
| 116 |
+
"total_sharpness": 0.008971312083303928,
|
| 117 |
+
"block_total_sharpness": 0.013463194482028484,
|
| 118 |
+
"v_norm_block": 1.6778581142425537,
|
| 119 |
+
"v_T_H_v_block": 0.03790169209241867,
|
| 120 |
+
"v_norm": 2.1351592540740967,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.06566888839006424,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.09506504982709885,
|
| 123 |
+
"g_hvp_norm": 0.32352548837661743,
|
| 124 |
+
"ip_v_neg_g_t": 0.06579705327749252,
|
| 125 |
+
"cos_v_neg_g_t": 0.11492084711790085,
|
| 126 |
+
"g_t_norm": 0.268149733543396,
|
| 127 |
+
"g_norm": 0.32352548837661743,
|
| 128 |
+
"hv_norm": 0.47151803970336914,
|
| 129 |
+
"cos_v_hv": 0.04062449559569359,
|
| 130 |
+
"hg_norm": 5.514936447143555,
|
| 131 |
+
"cos_g_hg": 0.3680732250213623,
|
| 132 |
+
"v_parallel_norm": 0.011896791867911816,
|
| 133 |
+
"v_perp_norm": 2.1351261138916016,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3204916715621948,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.10463359951972961,
|
| 136 |
+
"layer_1_v_norm": 0.4607507288455963,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.17639558017253876,
|
| 138 |
+
"layer_2_v_norm": 0.48195335268974304,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.09561178833246231,
|
| 140 |
+
"layer_3_v_norm": 0.47472870349884033,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.08292318135499954,
|
| 142 |
+
"layer_4_v_norm": 0.4719672203063965,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.08440368622541428,
|
| 144 |
+
"layer_5_v_norm": 0.40047967433929443,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.06404729187488556,
|
| 146 |
+
"layer_6_v_norm": 0.4749796986579895,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.08900565654039383,
|
| 148 |
+
"layer_7_v_norm": 0.49183109402656555,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.09181884676218033,
|
| 150 |
+
"layer_8_v_norm": 0.49406054615974426,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.09322464466094971,
|
| 152 |
+
"layer_9_v_norm": 0.5041503310203552,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.09501804411411285,
|
| 154 |
+
"layer_10_v_norm": 0.5156856179237366,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.10458042472600937,
|
| 156 |
+
"layer_11_v_norm": 0.5230459570884705,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.13068103790283203,
|
| 158 |
+
"layer_12_v_norm": 0.5068108439445496,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.1697588413953781,
|
| 160 |
+
"block0_q_v_norm": 0.12917819619178772,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.19383426010608673,
|
| 162 |
+
"block0_k_v_norm": 0.12688729166984558,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.18272501230239868,
|
| 164 |
+
"block0_v_v_norm": 0.1348756104707718,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.21259012818336487,
|
| 166 |
+
"block0_o_v_norm": 0.13473381102085114,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.21411330997943878,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.28338560461997986,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.1883097141981125,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2505360543727875,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.215311199426651,
|
| 172 |
+
"block3_q_v_norm": 0.1425877809524536,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.10177880525588989,
|
| 174 |
+
"block3_k_v_norm": 0.1373029500246048,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.11849328130483627,
|
| 176 |
+
"block3_v_v_norm": 0.1152043491601944,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.06483061611652374,
|
| 178 |
+
"block3_o_v_norm": 0.12116313725709915,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.19640393555164337,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.30110207200050354,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.07940451800823212,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.25462695956230164,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2599882483482361,
|
| 184 |
+
"block7_q_v_norm": 0.1559254378080368,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.10845641791820526,
|
| 186 |
+
"block7_k_v_norm": 0.14846189320087433,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.22842302918434143,
|
| 188 |
+
"block7_v_v_norm": 0.12597742676734924,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.07968369126319885,
|
| 190 |
+
"block7_o_v_norm": 0.13909491896629333,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.2373281568288803,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.29591524600982666,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.12366089224815369,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2735973298549652,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.23175618052482605,
|
| 196 |
+
"block11_q_v_norm": 0.15434683859348297,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.15917719900608063,
|
| 198 |
+
"block11_k_v_norm": 0.14436034858226776,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.1900496631860733,
|
| 200 |
+
"block11_v_v_norm": 0.12822937965393066,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.11474937945604324,
|
| 202 |
+
"block11_o_v_norm": 0.14973017573356628,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.21849939227104187,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31023627519607544,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.17609140276908875,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.27744337916374207,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.2124524712562561,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0003498034493532032,
|
| 209 |
+
"layer_1_sharpness": 0.0084620276466012,
|
| 210 |
+
"layer_2_sharpness": 0.0010245584417134523,
|
| 211 |
+
"layer_3_sharpness": 0.0016259578987956047,
|
| 212 |
+
"layer_4_sharpness": 0.0017063525738194585,
|
| 213 |
+
"layer_5_sharpness": 0.004866686649620533,
|
| 214 |
+
"layer_6_sharpness": 0.002446162048727274,
|
| 215 |
+
"layer_7_sharpness": 0.0023201166186481714,
|
| 216 |
+
"layer_8_sharpness": 0.0027200039476156235,
|
| 217 |
+
"layer_9_sharpness": 0.001950103440321982,
|
| 218 |
+
"layer_10_sharpness": 0.0013255245285108685,
|
| 219 |
+
"layer_11_sharpness": 0.001210185931995511,
|
| 220 |
+
"layer_12_sharpness": 0.002658585086464882,
|
| 221 |
+
"block0_q_sharpness": 0.0009815270313993096,
|
| 222 |
+
"block0_k_sharpness": 0.001807281281799078,
|
| 223 |
+
"block0_v_sharpness": 0.006206529214978218,
|
| 224 |
+
"block0_o_sharpness": 0.004423074424266815,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.002137420466169715,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.004888689611107111,
|
| 227 |
+
"block3_q_sharpness": 0.0003847086918540299,
|
| 228 |
+
"block3_k_sharpness": 0.0004930669092573225,
|
| 229 |
+
"block3_v_sharpness": 0.0032018593046814203,
|
| 230 |
+
"block3_o_sharpness": 0.0011498590465635061,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00020220123406033963,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0007578390068374574,
|
| 233 |
+
"block7_q_sharpness": 0.00018644536612555385,
|
| 234 |
+
"block7_k_sharpness": 0.0006658260826952755,
|
| 235 |
+
"block7_v_sharpness": 0.006450784858316183,
|
| 236 |
+
"block7_o_sharpness": 0.0008314288570545614,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0008020361419767141,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.000602905813138932,
|
| 239 |
+
"block11_q_sharpness": 0.0001912036386784166,
|
| 240 |
+
"block11_k_sharpness": 0.00035375330480746925,
|
| 241 |
+
"block11_v_sharpness": 0.0014737426536157727,
|
| 242 |
+
"block11_o_sharpness": 0.0002868682495318353,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0008636334678158164,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.002185777062550187,
|
| 245 |
+
"sum_layer_numerators": 0.007200618115764576,
|
| 246 |
+
"block_diag_sharpness": 0.0025577571872188,
|
| 247 |
+
"cross_layer_sharpness": 0.010905437294809684
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_4000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.144289016723633,
|
| 3 |
+
"total_l1_linf_norm": 18909.41015625,
|
| 4 |
+
"total_spectral_norm": 2.1442887783050537,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3249565362930298,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.38294410705566406,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.20866750180721283,
|
| 8 |
+
"layer_1_update_fnorm": 0.44568973779678345,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.573513925075531,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.07637482136487961,
|
| 11 |
+
"layer_2_update_fnorm": 0.4781823754310608,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.532055139541626,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07937917113304138,
|
| 14 |
+
"layer_3_update_fnorm": 0.47490179538726807,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5914114117622375,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.07595355063676834,
|
| 17 |
+
"layer_4_update_fnorm": 0.4710213541984558,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6116800308227539,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08272624760866165,
|
| 20 |
+
"layer_5_update_fnorm": 0.4071970283985138,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.4302675724029541,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07182275503873825,
|
| 23 |
+
"layer_6_update_fnorm": 0.47815781831741333,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5576083660125732,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07906368374824524,
|
| 26 |
+
"layer_7_update_fnorm": 0.4928179681301117,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5587839484214783,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07268987596035004,
|
| 29 |
+
"layer_8_update_fnorm": 0.4985875189304352,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5310344696044922,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06389351934194565,
|
| 32 |
+
"layer_9_update_fnorm": 0.5125179290771484,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5202187299728394,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.052742090076208115,
|
| 35 |
+
"layer_10_update_fnorm": 0.5245838761329651,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5337201356887817,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.04869554936885834,
|
| 38 |
+
"layer_11_update_fnorm": 0.5315690040588379,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5627867579460144,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05175366252660751,
|
| 41 |
+
"layer_12_update_fnorm": 0.5113144516944885,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5703240633010864,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.0714147761464119,
|
| 44 |
+
"block0_q_update_fnorm": 0.1248093768954277,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.17410731315612793,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.04971858114004135,
|
| 47 |
+
"block0_k_update_fnorm": 0.11747808754444122,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.20464539527893066,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.05516739934682846,
|
| 50 |
+
"block0_v_update_fnorm": 0.12182387709617615,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.15944182872772217,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.046948228031396866,
|
| 53 |
+
"block0_o_update_fnorm": 0.11905847489833832,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.13472773134708405,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.033308226615190506,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.27962836623191833,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.1511608064174652,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.051627982407808304,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.24893730878829956,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.573513925075531,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07637482136487961,
|
| 62 |
+
"block3_q_update_fnorm": 0.13796482980251312,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.147195965051651,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.040312718600034714,
|
| 65 |
+
"block3_k_update_fnorm": 0.1319998800754547,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.1985960304737091,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03397003933787346,
|
| 68 |
+
"block3_v_update_fnorm": 0.11444350332021713,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.14600828289985657,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.035360805690288544,
|
| 71 |
+
"block3_o_update_fnorm": 0.11789355427026749,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.14604663848876953,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04007956013083458,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.30358994007110596,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.18238228559494019,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06153428927063942,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2571447193622589,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6116800308227539,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08272624760866165,
|
| 80 |
+
"block7_q_update_fnorm": 0.15435254573822021,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15222665667533875,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.027646003291010857,
|
| 83 |
+
"block7_k_update_fnorm": 0.1451149433851242,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.14916175603866577,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.024760203436017036,
|
| 86 |
+
"block7_v_update_fnorm": 0.12985917925834656,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13773268461227417,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.029509343206882477,
|
| 89 |
+
"block7_o_update_fnorm": 0.14047805964946747,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13617262244224548,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.028416790068149567,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.30065417289733887,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.17280036211013794,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.05457134172320366,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2767674922943115,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5310344696044922,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06389351934194565,
|
| 98 |
+
"block11_q_update_fnorm": 0.15368621051311493,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16752520203590393,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.02676299400627613,
|
| 101 |
+
"block11_k_update_fnorm": 0.14643944799900055,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.17093807458877563,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.02401493489742279,
|
| 104 |
+
"block11_v_update_fnorm": 0.1355801820755005,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.16571654379367828,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.040000222623348236,
|
| 107 |
+
"block11_o_update_fnorm": 0.15076327323913574,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.1587383896112442,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03760029748082161,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31364190578460693,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.1890326738357544,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.0566931813955307,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2770940363407135,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5703240633010864,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.0714147761464119,
|
| 116 |
+
"total_sharpness": 0.010350234806537628,
|
| 117 |
+
"block_total_sharpness": 0.015622319653630257,
|
| 118 |
+
"v_norm_block": 1.6859612464904785,
|
| 119 |
+
"v_T_H_v_block": 0.04440590366721153,
|
| 120 |
+
"v_norm": 2.144289016723633,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.06938926875591278,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.08963439613580704,
|
| 123 |
+
"g_hvp_norm": 0.3610225021839142,
|
| 124 |
+
"ip_v_neg_g_t": 0.06966525316238403,
|
| 125 |
+
"cos_v_neg_g_t": 0.10601693391799927,
|
| 126 |
+
"g_t_norm": 0.3064486086368561,
|
| 127 |
+
"g_norm": 0.3610225021839142,
|
| 128 |
+
"hv_norm": 0.5329918265342712,
|
| 129 |
+
"cos_v_hv": 0.04164021089673042,
|
| 130 |
+
"hg_norm": 4.9662017822265625,
|
| 131 |
+
"cos_g_hg": 0.657770574092865,
|
| 132 |
+
"v_parallel_norm": 0.010476899333298206,
|
| 133 |
+
"v_perp_norm": 2.144263505935669,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3249565362930298,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.10071945935487747,
|
| 136 |
+
"layer_1_v_norm": 0.44568973779678345,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.18327201902866364,
|
| 138 |
+
"layer_2_v_norm": 0.4781823754310608,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.09002680331468582,
|
| 140 |
+
"layer_3_v_norm": 0.47490179538726807,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.07412944734096527,
|
| 142 |
+
"layer_4_v_norm": 0.4710213541984558,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.07555972784757614,
|
| 144 |
+
"layer_5_v_norm": 0.4071970283985138,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.055755067616701126,
|
| 146 |
+
"layer_6_v_norm": 0.47815781831741333,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.07888015359640121,
|
| 148 |
+
"layer_7_v_norm": 0.4928179681301117,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.09070505946874619,
|
| 150 |
+
"layer_8_v_norm": 0.4985875189304352,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.0875353291630745,
|
| 152 |
+
"layer_9_v_norm": 0.5125179290771484,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.08942428231239319,
|
| 154 |
+
"layer_10_v_norm": 0.5245838761329651,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.09899278730154037,
|
| 156 |
+
"layer_11_v_norm": 0.5315689444541931,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.13215304911136627,
|
| 158 |
+
"layer_12_v_norm": 0.5113144516944885,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.16161394119262695,
|
| 160 |
+
"block0_q_v_norm": 0.1248093768954277,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.20498321950435638,
|
| 162 |
+
"block0_k_v_norm": 0.11747808754444122,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.19835899770259857,
|
| 164 |
+
"block0_v_v_norm": 0.12182387709617615,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.2356976866722107,
|
| 166 |
+
"block0_o_v_norm": 0.11905847489833832,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.23576653003692627,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.27962836623191833,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.1700858324766159,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.24893730878829956,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.2206439971923828,
|
| 172 |
+
"block3_q_v_norm": 0.13796482980251312,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.08532821387052536,
|
| 174 |
+
"block3_k_v_norm": 0.1319998800754547,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.08710281550884247,
|
| 176 |
+
"block3_v_v_norm": 0.11444350332021713,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.0580122284591198,
|
| 178 |
+
"block3_o_v_norm": 0.11789355427026749,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.20539717376232147,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.30358994007110596,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.07301466166973114,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2571447193622589,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.24885082244873047,
|
| 184 |
+
"block7_q_v_norm": 0.15435254573822021,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.10426163673400879,
|
| 186 |
+
"block7_k_v_norm": 0.1451149433851242,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.21444755792617798,
|
| 188 |
+
"block7_v_v_norm": 0.12985917925834656,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.06747584044933319,
|
| 190 |
+
"block7_o_v_norm": 0.14047805964946747,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.23961122334003448,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.30065417289733887,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.12066812068223953,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2767674922943115,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.24107405543327332,
|
| 196 |
+
"block11_q_v_norm": 0.15368621051311493,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.13533493876457214,
|
| 198 |
+
"block11_k_v_norm": 0.14643944799900055,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.17977873980998993,
|
| 200 |
+
"block11_v_v_norm": 0.1355801820755005,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.11243640631437302,
|
| 202 |
+
"block11_o_v_norm": 0.15076327323913574,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.2391059547662735,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31364190578460693,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.16945800185203552,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2770940363407135,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.20944058895111084,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0003325404250063002,
|
| 209 |
+
"layer_1_sharpness": 0.013389887288212776,
|
| 210 |
+
"layer_2_sharpness": 0.001691357116214931,
|
| 211 |
+
"layer_3_sharpness": 0.004650150425732136,
|
| 212 |
+
"layer_4_sharpness": 0.001910683116875589,
|
| 213 |
+
"layer_5_sharpness": 0.0026102610863745213,
|
| 214 |
+
"layer_6_sharpness": 0.0021608571987599134,
|
| 215 |
+
"layer_7_sharpness": 0.002408134052529931,
|
| 216 |
+
"layer_8_sharpness": 0.003195652272552252,
|
| 217 |
+
"layer_9_sharpness": 0.0025763199664652348,
|
| 218 |
+
"layer_10_sharpness": 0.001433424185961485,
|
| 219 |
+
"layer_11_sharpness": 0.001261784927919507,
|
| 220 |
+
"layer_12_sharpness": 0.00209542247466743,
|
| 221 |
+
"block0_q_sharpness": 0.0028485958464443684,
|
| 222 |
+
"block0_k_sharpness": 0.003476178040727973,
|
| 223 |
+
"block0_v_sharpness": 0.01237015426158905,
|
| 224 |
+
"block0_o_sharpness": 0.006568205077201128,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0024971668608486652,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.005004888866096735,
|
| 227 |
+
"block3_q_sharpness": 0.0003703887341544032,
|
| 228 |
+
"block3_k_sharpness": 0.0009691790910437703,
|
| 229 |
+
"block3_v_sharpness": 0.0026517075020819902,
|
| 230 |
+
"block3_o_sharpness": 0.001322715892456472,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002952441282104701,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0005679791211150587,
|
| 233 |
+
"block7_q_sharpness": 0.00019084631639998406,
|
| 234 |
+
"block7_k_sharpness": 0.0003963398339692503,
|
| 235 |
+
"block7_v_sharpness": 0.005033870693296194,
|
| 236 |
+
"block7_o_sharpness": 0.0007832624251022935,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0011836206540465355,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0009799400577321649,
|
| 239 |
+
"block11_q_sharpness": 0.00013417593436315656,
|
| 240 |
+
"block11_k_sharpness": 0.00029759202152490616,
|
| 241 |
+
"block11_v_sharpness": 0.001284862868487835,
|
| 242 |
+
"block11_o_sharpness": 0.0003076977445743978,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0007559301448054612,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0016087726689875126,
|
| 245 |
+
"sum_layer_numerators": 0.00880085014266726,
|
| 246 |
+
"block_diag_sharpness": 0.0030962031678244102,
|
| 247 |
+
"cross_layer_sharpness": 0.012526116485805847
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_4500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.167576313018799,
|
| 3 |
+
"total_l1_linf_norm": 19169.79296875,
|
| 4 |
+
"total_spectral_norm": 2.1675760746002197,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3267379999160767,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.33657294511795044,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.2139008641242981,
|
| 8 |
+
"layer_1_update_fnorm": 0.48545563220977783,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5503518581390381,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08072561025619507,
|
| 11 |
+
"layer_2_update_fnorm": 0.4945080876350403,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5701029300689697,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07813478261232376,
|
| 14 |
+
"layer_3_update_fnorm": 0.48550769686698914,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5801684260368347,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.08341057598590851,
|
| 17 |
+
"layer_4_update_fnorm": 0.48327866196632385,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6089871525764465,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.09321847558021545,
|
| 20 |
+
"layer_5_update_fnorm": 0.4288943111896515,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.43442508578300476,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07141126692295074,
|
| 23 |
+
"layer_6_update_fnorm": 0.4852549433708191,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5525457262992859,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07922326773405075,
|
| 26 |
+
"layer_7_update_fnorm": 0.4973638951778412,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.544050931930542,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06910223513841629,
|
| 29 |
+
"layer_8_update_fnorm": 0.4944629967212677,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5747621059417725,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06308650225400925,
|
| 32 |
+
"layer_9_update_fnorm": 0.5062621235847473,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5414181351661682,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.053287018090486526,
|
| 35 |
+
"layer_10_update_fnorm": 0.5214946866035461,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5472129583358765,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.047024205327034,
|
| 38 |
+
"layer_11_update_fnorm": 0.5305975675582886,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5564828515052795,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05064418911933899,
|
| 41 |
+
"layer_12_update_fnorm": 0.5172931551933289,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.6108396649360657,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07198146730661392,
|
| 44 |
+
"block0_q_update_fnorm": 0.150263711810112,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.3087737560272217,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.07290874421596527,
|
| 47 |
+
"block0_k_update_fnorm": 0.1438814252614975,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.30280256271362305,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.08059084415435791,
|
| 50 |
+
"block0_v_update_fnorm": 0.14411476254463196,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.18875984847545624,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05300638824701309,
|
| 53 |
+
"block0_o_update_fnorm": 0.14454209804534912,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.159422367811203,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.04050531983375549,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.29228541254997253,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.15264993906021118,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.05228014290332794,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2553108334541321,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5503518581390381,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.08072561025619507,
|
| 62 |
+
"block3_q_update_fnorm": 0.14676330983638763,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.17603716254234314,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.05019598454236984,
|
| 65 |
+
"block3_k_update_fnorm": 0.1416219174861908,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.2192879319190979,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03948469087481499,
|
| 68 |
+
"block3_v_update_fnorm": 0.12342899292707443,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.17785930633544922,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.041720692068338394,
|
| 71 |
+
"block3_o_update_fnorm": 0.12638989090919495,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.15494289994239807,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.047434255480766296,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.30605679750442505,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.21033036708831787,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06383828818798065,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.25876402854919434,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6089871525764465,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.09321847558021545,
|
| 80 |
+
"block7_q_update_fnorm": 0.15702684223651886,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15325556695461273,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.027578501030802727,
|
| 83 |
+
"block7_k_update_fnorm": 0.15054503083229065,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.15140241384506226,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.026901083067059517,
|
| 86 |
+
"block7_v_update_fnorm": 0.1308232843875885,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.14141733944416046,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.031925249844789505,
|
| 89 |
+
"block7_o_update_fnorm": 0.1411672979593277,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.1327044516801834,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.028040671721100807,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.29679790139198303,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.17708227038383484,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.049464933574199677,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2681894898414612,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5747621059417725,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06308650225400925,
|
| 98 |
+
"block11_q_update_fnorm": 0.1577875018119812,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16374526917934418,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.028596512973308563,
|
| 101 |
+
"block11_k_update_fnorm": 0.14937163889408112,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16464973986148834,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.026981007307767868,
|
| 104 |
+
"block11_v_update_fnorm": 0.1381591409444809,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.17266623675823212,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.04217943176627159,
|
| 107 |
+
"block11_o_update_fnorm": 0.15343095362186432,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15802037715911865,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03823511675000191,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31450334191322327,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.2066437304019928,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.05183328315615654,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2805784344673157,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.6108396649360657,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07198146730661392,
|
| 116 |
+
"total_sharpness": 0.009494788944721222,
|
| 117 |
+
"block_total_sharpness": 0.014387194067239761,
|
| 118 |
+
"v_norm_block": 1.7141040563583374,
|
| 119 |
+
"v_T_H_v_block": 0.04227177053689957,
|
| 120 |
+
"v_norm": 2.167576313018799,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.06661421060562134,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.0802641287446022,
|
| 123 |
+
"g_hvp_norm": 0.3828873336315155,
|
| 124 |
+
"ip_v_neg_g_t": 0.06703348457813263,
|
| 125 |
+
"cos_v_neg_g_t": 0.09386084973812103,
|
| 126 |
+
"g_t_norm": 0.32948294281959534,
|
| 127 |
+
"g_norm": 0.3828873336315155,
|
| 128 |
+
"hv_norm": 0.5699326395988464,
|
| 129 |
+
"cos_v_hv": 0.03611071780323982,
|
| 130 |
+
"hg_norm": 5.436773777008057,
|
| 131 |
+
"cos_g_hg": 0.5793934464454651,
|
| 132 |
+
"v_parallel_norm": 0.009072906337678432,
|
| 133 |
+
"v_perp_norm": 2.1675572395324707,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3267379999160767,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09487117826938629,
|
| 136 |
+
"layer_1_v_norm": 0.48545563220977783,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.16322676837444305,
|
| 138 |
+
"layer_2_v_norm": 0.4945080876350403,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.08553420007228851,
|
| 140 |
+
"layer_3_v_norm": 0.4855077266693115,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.07032843679189682,
|
| 142 |
+
"layer_4_v_norm": 0.48327866196632385,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.0716659426689148,
|
| 144 |
+
"layer_5_v_norm": 0.4288943111896515,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.04677453637123108,
|
| 146 |
+
"layer_6_v_norm": 0.4852549433708191,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.07466092705726624,
|
| 148 |
+
"layer_7_v_norm": 0.4973638951778412,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.0795837938785553,
|
| 150 |
+
"layer_8_v_norm": 0.4944629967212677,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.0765836238861084,
|
| 152 |
+
"layer_9_v_norm": 0.5062621235847473,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.080504409968853,
|
| 154 |
+
"layer_10_v_norm": 0.5214946866035461,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.08391407877206802,
|
| 156 |
+
"layer_11_v_norm": 0.5305975675582886,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.112554632127285,
|
| 158 |
+
"layer_12_v_norm": 0.5172931551933289,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.14644108712673187,
|
| 160 |
+
"block0_q_v_norm": 0.150263711810112,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.16928346455097198,
|
| 162 |
+
"block0_k_v_norm": 0.1438814252614975,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.1593078374862671,
|
| 164 |
+
"block0_v_v_norm": 0.14411476254463196,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.22740203142166138,
|
| 166 |
+
"block0_o_v_norm": 0.14454209804534912,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.19913360476493835,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.29228541254997253,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.14231747388839722,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2553108334541321,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.21835938096046448,
|
| 172 |
+
"block3_q_v_norm": 0.14676330983638763,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.07396483421325684,
|
| 174 |
+
"block3_k_v_norm": 0.1416219174861908,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.08235867321491241,
|
| 176 |
+
"block3_v_v_norm": 0.12342899292707443,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.0545177087187767,
|
| 178 |
+
"block3_o_v_norm": 0.12638989090919495,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.19922247529029846,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.30605679750442505,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.06172187253832817,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.25876402854919434,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2694298326969147,
|
| 184 |
+
"block7_q_v_norm": 0.15702684223651886,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.10040935128927231,
|
| 186 |
+
"block7_k_v_norm": 0.15054503083229065,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.21111883223056793,
|
| 188 |
+
"block7_v_v_norm": 0.1308232843875885,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.06660092622041702,
|
| 190 |
+
"block7_o_v_norm": 0.1411672979593277,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.24067871272563934,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.29679790139198303,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.10308325290679932,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2681894898414612,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.23546282947063446,
|
| 196 |
+
"block11_q_v_norm": 0.1577875018119812,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.13704456388950348,
|
| 198 |
+
"block11_k_v_norm": 0.14937163889408112,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.19238854944705963,
|
| 200 |
+
"block11_v_v_norm": 0.1381591409444809,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.09657971560955048,
|
| 202 |
+
"block11_o_v_norm": 0.15343095362186432,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.23000015318393707,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31450334191322327,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.15420016646385193,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2805784344673157,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.20130978524684906,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0003323703131172806,
|
| 209 |
+
"layer_1_sharpness": 0.00845835730433464,
|
| 210 |
+
"layer_2_sharpness": 0.001227733911946416,
|
| 211 |
+
"layer_3_sharpness": 0.004316669423133135,
|
| 212 |
+
"layer_4_sharpness": 0.002841481938958168,
|
| 213 |
+
"layer_5_sharpness": 0.0028174298349767923,
|
| 214 |
+
"layer_6_sharpness": 0.002021577674895525,
|
| 215 |
+
"layer_7_sharpness": 0.0021716533228754997,
|
| 216 |
+
"layer_8_sharpness": 0.0026813617441803217,
|
| 217 |
+
"layer_9_sharpness": 0.002150501823052764,
|
| 218 |
+
"layer_10_sharpness": 0.0014213431859388947,
|
| 219 |
+
"layer_11_sharpness": 0.0010934042511507869,
|
| 220 |
+
"layer_12_sharpness": 0.0024283083621412516,
|
| 221 |
+
"block0_q_sharpness": 0.0021758542861789465,
|
| 222 |
+
"block0_k_sharpness": 0.0018264519749209285,
|
| 223 |
+
"block0_v_sharpness": 0.005513434763997793,
|
| 224 |
+
"block0_o_sharpness": 0.005163044203072786,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0017343400977551937,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.00444378424435854,
|
| 227 |
+
"block3_q_sharpness": 0.0004999074735678732,
|
| 228 |
+
"block3_k_sharpness": 0.000811865262221545,
|
| 229 |
+
"block3_v_sharpness": 0.0029944356065243483,
|
| 230 |
+
"block3_o_sharpness": 0.0013444767100736499,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0004183989658486098,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0011155999964103103,
|
| 233 |
+
"block7_q_sharpness": 0.00016016197332646698,
|
| 234 |
+
"block7_k_sharpness": 0.00040238574729301035,
|
| 235 |
+
"block7_v_sharpness": 0.006035850383341312,
|
| 236 |
+
"block7_o_sharpness": 0.0006333678611554205,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0008440681267529726,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0006211773143149912,
|
| 239 |
+
"block11_q_sharpness": 0.00017425997066311538,
|
| 240 |
+
"block11_k_sharpness": 0.00033257901668548584,
|
| 241 |
+
"block11_v_sharpness": 0.0014508881140500307,
|
| 242 |
+
"block11_o_sharpness": 0.000243153321207501,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0007218531100079417,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0023720208555459976,
|
| 245 |
+
"sum_layer_numerators": 0.008057171643915251,
|
| 246 |
+
"block_diag_sharpness": 0.0027422576096787017,
|
| 247 |
+
"cross_layer_sharpness": 0.01164493645756106
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 1.2800443172454834,
|
| 3 |
+
"total_l1_linf_norm": 10872.650390625,
|
| 4 |
+
"total_spectral_norm": 1.2800445556640625,
|
| 5 |
+
"embed_lm_head_update_fnorm": 0.9679795503616333,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.25069209933280945,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.28578418493270874,
|
| 8 |
+
"layer_1_update_fnorm": 0.21827436983585358,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.2985861897468567,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.04508378356695175,
|
| 11 |
+
"layer_2_update_fnorm": 0.2161826491355896,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.27177727222442627,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.0447215735912323,
|
| 14 |
+
"layer_3_update_fnorm": 0.2264992594718933,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.30967921018600464,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.04369918256998062,
|
| 17 |
+
"layer_4_update_fnorm": 0.23431283235549927,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.3102867007255554,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.046588655561208725,
|
| 20 |
+
"layer_5_update_fnorm": 0.217362642288208,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.3777872323989868,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.05204472690820694,
|
| 23 |
+
"layer_6_update_fnorm": 0.23321639001369476,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.37038564682006836,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.054211776703596115,
|
| 26 |
+
"layer_7_update_fnorm": 0.23945768177509308,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.3608182966709137,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.05096549540758133,
|
| 29 |
+
"layer_8_update_fnorm": 0.25859200954437256,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.3508502244949341,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.054369233548641205,
|
| 32 |
+
"layer_9_update_fnorm": 0.26897770166397095,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.33327946066856384,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.05582804977893829,
|
| 35 |
+
"layer_10_update_fnorm": 0.2753141224384308,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.33603009581565857,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.056846003979444504,
|
| 38 |
+
"layer_11_update_fnorm": 0.26340627670288086,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.32953596115112305,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05786149203777313,
|
| 41 |
+
"layer_12_update_fnorm": 0.2399386316537857,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.3196800947189331,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.05415532737970352,
|
| 44 |
+
"block0_q_update_fnorm": 0.07237862795591354,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.12420491874217987,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.03530660644173622,
|
| 47 |
+
"block0_k_update_fnorm": 0.0635606124997139,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.11166137456893921,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.03398086875677109,
|
| 50 |
+
"block0_v_update_fnorm": 0.048287056386470795,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.13089816272258759,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.03758406266570091,
|
| 53 |
+
"block0_o_update_fnorm": 0.07556159794330597,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.08716514706611633,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.02744867466390133,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.12807074189186096,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.08463242650032043,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.04110768437385559,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.11766582727432251,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.2985861897468567,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.04508378356695175,
|
| 62 |
+
"block3_q_update_fnorm": 0.08039523661136627,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.13704483211040497,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.04581339657306671,
|
| 65 |
+
"block3_k_update_fnorm": 0.06690625101327896,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.14582304656505585,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03232589736580849,
|
| 68 |
+
"block3_v_update_fnorm": 0.05663379654288292,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.08792151510715485,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.024454191327095032,
|
| 71 |
+
"block3_o_update_fnorm": 0.072576142847538,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.09210340678691864,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.030326971784234047,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.13364198803901672,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.11179211735725403,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.046588655561208725,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.13266445696353912,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.3102867007255554,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.043774913996458054,
|
| 80 |
+
"block7_q_update_fnorm": 0.08755479007959366,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.13334012031555176,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.03163432329893112,
|
| 83 |
+
"block7_k_update_fnorm": 0.07106006890535355,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.14709316194057465,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.025372158735990524,
|
| 86 |
+
"block7_v_update_fnorm": 0.06920541822910309,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.11599892377853394,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.031491540372371674,
|
| 89 |
+
"block7_o_update_fnorm": 0.09031033515930176,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.10866397619247437,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.030632352456450462,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.14600473642349243,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.12548431754112244,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.054369233548641205,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.14091159403324127,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.3508502244949341,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.04769416153430939,
|
| 98 |
+
"block11_q_update_fnorm": 0.07526003569364548,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.11466404795646667,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.0322585329413414,
|
| 101 |
+
"block11_k_update_fnorm": 0.06496572494506836,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.11942964047193527,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.02534969337284565,
|
| 104 |
+
"block11_v_update_fnorm": 0.0664554089307785,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.10301466286182404,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.037951234728097916,
|
| 107 |
+
"block11_o_update_fnorm": 0.08960886299610138,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.1105441227555275,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03786163777112961,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.12160377204418182,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.11879205703735352,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.05344259738922119,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.14294466376304626,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.3196800947189331,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.05415532737970352,
|
| 116 |
+
"total_sharpness": 0.11830784380435944,
|
| 117 |
+
"block_total_sharpness": 0.2630888819694519,
|
| 118 |
+
"v_norm_block": 0.8375737071037292,
|
| 119 |
+
"v_T_H_v_block": 0.18456466495990753,
|
| 120 |
+
"v_norm": 1.2800443172454834,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.10838194936513901,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.17310750484466553,
|
| 123 |
+
"g_hvp_norm": 0.4891207218170166,
|
| 124 |
+
"ip_v_neg_g_t": 0.10892882198095322,
|
| 125 |
+
"cos_v_neg_g_t": 0.19252605736255646,
|
| 126 |
+
"g_t_norm": 0.44200611114501953,
|
| 127 |
+
"g_norm": 0.4891207218170166,
|
| 128 |
+
"hv_norm": 1.0648245811462402,
|
| 129 |
+
"cos_v_hv": 0.14221994578838348,
|
| 130 |
+
"hg_norm": 6.2786688804626465,
|
| 131 |
+
"cos_g_hg": 0.6516460180282593,
|
| 132 |
+
"v_parallel_norm": 0.017280152067542076,
|
| 133 |
+
"v_perp_norm": 1.2799277305603027,
|
| 134 |
+
"embed_lm_head_v_norm": 0.9679795503616333,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08144156634807587,
|
| 136 |
+
"layer_1_v_norm": 0.21827436983585358,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.28197792172431946,
|
| 138 |
+
"layer_2_v_norm": 0.2161826491355896,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.3346691131591797,
|
| 140 |
+
"layer_3_v_norm": 0.2264992594718933,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.3396528959274292,
|
| 142 |
+
"layer_4_v_norm": 0.23431283235549927,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.360355406999588,
|
| 144 |
+
"layer_5_v_norm": 0.217362642288208,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.34441033005714417,
|
| 146 |
+
"layer_6_v_norm": 0.23321639001369476,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.32662391662597656,
|
| 148 |
+
"layer_7_v_norm": 0.23945768177509308,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.32325607538223267,
|
| 150 |
+
"layer_8_v_norm": 0.25859200954437256,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.32390958070755005,
|
| 152 |
+
"layer_9_v_norm": 0.26897770166397095,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.30850669741630554,
|
| 154 |
+
"layer_10_v_norm": 0.2753141224384308,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.3000336289405823,
|
| 156 |
+
"layer_11_v_norm": 0.26340627670288086,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.320468008518219,
|
| 158 |
+
"layer_12_v_norm": 0.2399386316537857,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.3490355610847473,
|
| 160 |
+
"block0_q_v_norm": 0.07237862795591354,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.3048994839191437,
|
| 162 |
+
"block0_k_v_norm": 0.0635606124997139,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.2953418493270874,
|
| 164 |
+
"block0_v_v_norm": 0.048287056386470795,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.4453642964363098,
|
| 166 |
+
"block0_o_v_norm": 0.07556159794330597,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.3399466872215271,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.12807074189186096,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.3838464915752411,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.11766582727432251,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.41304269433021545,
|
| 172 |
+
"block3_q_v_norm": 0.08039523661136627,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.3258921802043915,
|
| 174 |
+
"block3_k_v_norm": 0.06690625101327896,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.3422408401966095,
|
| 176 |
+
"block3_v_v_norm": 0.05663379654288292,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.4216098487377167,
|
| 178 |
+
"block3_o_v_norm": 0.072576142847538,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.3661995530128479,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.13364198803901672,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.3921048939228058,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.13266445696353912,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.41346943378448486,
|
| 184 |
+
"block7_q_v_norm": 0.08755479007959366,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.3349676728248596,
|
| 186 |
+
"block7_k_v_norm": 0.07106006890535355,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.3591189384460449,
|
| 188 |
+
"block7_v_v_norm": 0.06920541822910309,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.4100937247276306,
|
| 190 |
+
"block7_o_v_norm": 0.09031033515930176,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.32332995533943176,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.14600473642349243,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.3594154119491577,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.14091159403324127,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.37597882747650146,
|
| 196 |
+
"block11_q_v_norm": 0.07526003569364548,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.37271586060523987,
|
| 198 |
+
"block11_k_v_norm": 0.06496572494506836,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.39710554480552673,
|
| 200 |
+
"block11_v_v_norm": 0.0664554089307785,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.4591008722782135,
|
| 202 |
+
"block11_o_v_norm": 0.08960886299610138,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.32055991888046265,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.12160377204418182,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.3727387487888336,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.14294466376304626,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.3629339337348938,
|
| 208 |
+
"embed_lm_head_sharpness": 0.000927820336073637,
|
| 209 |
+
"layer_1_sharpness": 0.2757055461406708,
|
| 210 |
+
"layer_2_sharpness": 0.059388864785432816,
|
| 211 |
+
"layer_3_sharpness": 0.034130487591028214,
|
| 212 |
+
"layer_4_sharpness": 0.035616520792245865,
|
| 213 |
+
"layer_5_sharpness": 0.05325988307595253,
|
| 214 |
+
"layer_6_sharpness": 0.040422506630420685,
|
| 215 |
+
"layer_7_sharpness": 0.01773308776319027,
|
| 216 |
+
"layer_8_sharpness": 0.011851079761981964,
|
| 217 |
+
"layer_9_sharpness": 0.00995268952101469,
|
| 218 |
+
"layer_10_sharpness": 0.007920258678495884,
|
| 219 |
+
"layer_11_sharpness": 0.008774559944868088,
|
| 220 |
+
"layer_12_sharpness": 0.03095763921737671,
|
| 221 |
+
"block0_q_sharpness": 0.014276607893407345,
|
| 222 |
+
"block0_k_sharpness": 0.014404050074517727,
|
| 223 |
+
"block0_v_sharpness": 0.5670537948608398,
|
| 224 |
+
"block0_o_sharpness": 0.13681377470493317,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.030331669375300407,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.10616840422153473,
|
| 227 |
+
"block3_q_sharpness": 0.00443030521273613,
|
| 228 |
+
"block3_k_sharpness": 0.006331745069473982,
|
| 229 |
+
"block3_v_sharpness": 0.013325509615242481,
|
| 230 |
+
"block3_o_sharpness": 0.00928489863872528,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.004250387195497751,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.022097386419773102,
|
| 233 |
+
"block7_q_sharpness": 0.0008131610229611397,
|
| 234 |
+
"block7_k_sharpness": 0.01572319120168686,
|
| 235 |
+
"block7_v_sharpness": 0.011142648756504059,
|
| 236 |
+
"block7_o_sharpness": 0.0032393583096563816,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0018776353681460023,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.004030928015708923,
|
| 239 |
+
"block11_q_sharpness": 0.0005364950629882514,
|
| 240 |
+
"block11_k_sharpness": 0.0032131820917129517,
|
| 241 |
+
"block11_v_sharpness": 0.026656117290258408,
|
| 242 |
+
"block11_o_sharpness": 0.00306897284463048,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.01904878579080105,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.008801390416920185,
|
| 245 |
+
"sum_layer_numerators": 0.0298532351994303,
|
| 246 |
+
"block_diag_sharpness": 0.04255448424818531,
|
| 247 |
+
"cross_layer_sharpness": 0.2205343977212666
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_5000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.1576459407806396,
|
| 3 |
+
"total_l1_linf_norm": 19023.00390625,
|
| 4 |
+
"total_spectral_norm": 2.1576459407806396,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3288239240646362,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3561268448829651,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.2150009721517563,
|
| 8 |
+
"layer_1_update_fnorm": 0.42842787504196167,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5592495203018188,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.07475310564041138,
|
| 11 |
+
"layer_2_update_fnorm": 0.46216830611228943,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5617817640304565,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.07876310497522354,
|
| 14 |
+
"layer_3_update_fnorm": 0.4728887379169464,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6012700200080872,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.0798872783780098,
|
| 17 |
+
"layer_4_update_fnorm": 0.4821750223636627,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6972207427024841,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08836084604263306,
|
| 20 |
+
"layer_5_update_fnorm": 0.42740142345428467,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.4607606828212738,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07003407925367355,
|
| 23 |
+
"layer_6_update_fnorm": 0.48917555809020996,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5954742431640625,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.08182325214147568,
|
| 26 |
+
"layer_7_update_fnorm": 0.505795955657959,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5527849197387695,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07270947098731995,
|
| 29 |
+
"layer_8_update_fnorm": 0.5047619342803955,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5409742593765259,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06495821475982666,
|
| 32 |
+
"layer_9_update_fnorm": 0.5147184133529663,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5193984508514404,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.05316782742738724,
|
| 35 |
+
"layer_10_update_fnorm": 0.5298020243644714,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5378022789955139,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.044820386916399,
|
| 38 |
+
"layer_11_update_fnorm": 0.5356369614601135,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5828272104263306,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05036788806319237,
|
| 41 |
+
"layer_12_update_fnorm": 0.520849883556366,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5577772855758667,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.06841561198234558,
|
| 44 |
+
"block0_q_update_fnorm": 0.12484724819660187,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.18494679033756256,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.04396244138479233,
|
| 47 |
+
"block0_k_update_fnorm": 0.11767062544822693,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.18897508084774017,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.049371108412742615,
|
| 50 |
+
"block0_v_update_fnorm": 0.09577364474534988,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.13657435774803162,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.03144827112555504,
|
| 53 |
+
"block0_o_update_fnorm": 0.1012546494603157,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.13553288578987122,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.027208928018808365,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.2734857499599457,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.151143878698349,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.04587353765964508,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2445627748966217,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5592495203018188,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07475310564041138,
|
| 62 |
+
"block3_q_update_fnorm": 0.14783653616905212,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.17294733226299286,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.04781627282500267,
|
| 65 |
+
"block3_k_update_fnorm": 0.1395471841096878,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.23286360502243042,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03802495822310448,
|
| 68 |
+
"block3_v_update_fnorm": 0.11847879737615585,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.15141963958740234,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.03507530316710472,
|
| 71 |
+
"block3_o_update_fnorm": 0.12408396601676941,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.1529567837715149,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.042561400681734085,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.30588051676750183,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.18695244193077087,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06312921643257141,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2608511745929718,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6972207427024841,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08836084604263306,
|
| 80 |
+
"block7_q_update_fnorm": 0.159988671541214,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.17954373359680176,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.030790774151682854,
|
| 83 |
+
"block7_k_update_fnorm": 0.15326233208179474,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1770460605621338,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.03314613178372383,
|
| 86 |
+
"block7_v_update_fnorm": 0.13401557505130768,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13569533824920654,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03045094758272171,
|
| 89 |
+
"block7_o_update_fnorm": 0.1442953497171402,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13439391553401947,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.027452940121293068,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.3037916421890259,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.17330066859722137,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.04798595979809761,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2729659378528595,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5409742593765259,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06495821475982666,
|
| 98 |
+
"block11_q_update_fnorm": 0.15870939195156097,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.15741188824176788,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.02997443452477455,
|
| 101 |
+
"block11_k_update_fnorm": 0.15149366855621338,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.19548377394676208,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.028260136023163795,
|
| 104 |
+
"block11_v_update_fnorm": 0.13857966661453247,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1565566509962082,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.033518142998218536,
|
| 107 |
+
"block11_o_update_fnorm": 0.15429352223873138,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15432661771774292,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.038721442222595215,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31748977303504944,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.1710682064294815,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.05097801610827446,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2814449369907379,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5577772855758667,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.06841561198234558,
|
| 116 |
+
"total_sharpness": 0.00609726645052433,
|
| 117 |
+
"block_total_sharpness": 0.009090366773307323,
|
| 118 |
+
"v_norm_block": 1.699900507926941,
|
| 119 |
+
"v_T_H_v_block": 0.026268083602190018,
|
| 120 |
+
"v_norm": 2.1576459407806396,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.05845101177692413,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.07344519346952438,
|
| 123 |
+
"g_hvp_norm": 0.36884889006614685,
|
| 124 |
+
"ip_v_neg_g_t": 0.05874910205602646,
|
| 125 |
+
"cos_v_neg_g_t": 0.0868426039814949,
|
| 126 |
+
"g_t_norm": 0.3135365843772888,
|
| 127 |
+
"g_norm": 0.36884889006614685,
|
| 128 |
+
"hv_norm": 0.4258020520210266,
|
| 129 |
+
"cos_v_hv": 0.030896376818418503,
|
| 130 |
+
"hg_norm": 4.776461124420166,
|
| 131 |
+
"cos_g_hg": 0.6462953686714172,
|
| 132 |
+
"v_parallel_norm": 0.008610565215349197,
|
| 133 |
+
"v_perp_norm": 2.1576287746429443,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3288239240646362,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09664690494537354,
|
| 136 |
+
"layer_1_v_norm": 0.42842787504196167,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.14199107885360718,
|
| 138 |
+
"layer_2_v_norm": 0.46216830611228943,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.07441631704568863,
|
| 140 |
+
"layer_3_v_norm": 0.4728887379169464,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.0597580149769783,
|
| 142 |
+
"layer_4_v_norm": 0.4821750223636627,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.07153469324111938,
|
| 144 |
+
"layer_5_v_norm": 0.42740142345428467,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.04311664029955864,
|
| 146 |
+
"layer_6_v_norm": 0.48917555809020996,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.06764832139015198,
|
| 148 |
+
"layer_7_v_norm": 0.505795955657959,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.07820078730583191,
|
| 150 |
+
"layer_8_v_norm": 0.5047618746757507,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.06538266688585281,
|
| 152 |
+
"layer_9_v_norm": 0.5147184133529663,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.06994927674531937,
|
| 154 |
+
"layer_10_v_norm": 0.5298020243644714,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.07660843431949615,
|
| 156 |
+
"layer_11_v_norm": 0.5356369614601135,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.097242072224617,
|
| 158 |
+
"layer_12_v_norm": 0.520849883556366,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.1293323040008545,
|
| 160 |
+
"block0_q_v_norm": 0.12484724819660187,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.15822695195674896,
|
| 162 |
+
"block0_k_v_norm": 0.11767062544822693,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.15739679336547852,
|
| 164 |
+
"block0_v_v_norm": 0.09577364474534988,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.21545721590518951,
|
| 166 |
+
"block0_o_v_norm": 0.1012546494603157,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.17683379352092743,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.2734857499599457,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.1221417561173439,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2445627748966217,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.19555337727069855,
|
| 172 |
+
"block3_q_v_norm": 0.14783653616905212,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.08553300052881241,
|
| 174 |
+
"block3_k_v_norm": 0.1395471841096878,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.08790646493434906,
|
| 176 |
+
"block3_v_v_norm": 0.11847879737615585,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.051147911697626114,
|
| 178 |
+
"block3_o_v_norm": 0.12408396601676941,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.17110048234462738,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.30588051676750183,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.06924724578857422,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2608511745929718,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.23252618312835693,
|
| 184 |
+
"block7_q_v_norm": 0.159988671541214,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.07980931550264359,
|
| 186 |
+
"block7_k_v_norm": 0.15326233208179474,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.21570006012916565,
|
| 188 |
+
"block7_v_v_norm": 0.13401557505130768,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.05569024384021759,
|
| 190 |
+
"block7_o_v_norm": 0.1442953497171402,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.22616061568260193,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.3037916421890259,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.09395770728588104,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2729659378528595,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.22448286414146423,
|
| 196 |
+
"block11_q_v_norm": 0.15870939195156097,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.1247587576508522,
|
| 198 |
+
"block11_k_v_norm": 0.15149366855621338,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.19611717760562897,
|
| 200 |
+
"block11_v_v_norm": 0.13857966661453247,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.07523924112319946,
|
| 202 |
+
"block11_o_v_norm": 0.15429352223873138,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.213657408952713,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31748977303504944,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.13624542951583862,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2814449369907379,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.17973008751869202,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0003202183579560369,
|
| 209 |
+
"layer_1_sharpness": 0.007383156567811966,
|
| 210 |
+
"layer_2_sharpness": 0.0005841587553732097,
|
| 211 |
+
"layer_3_sharpness": 0.001352011109702289,
|
| 212 |
+
"layer_4_sharpness": 0.0012721006060019135,
|
| 213 |
+
"layer_5_sharpness": 0.0018465614411979914,
|
| 214 |
+
"layer_6_sharpness": 0.0015152959385886788,
|
| 215 |
+
"layer_7_sharpness": 0.002001558430492878,
|
| 216 |
+
"layer_8_sharpness": 0.002232599537819624,
|
| 217 |
+
"layer_9_sharpness": 0.0014210583176463842,
|
| 218 |
+
"layer_10_sharpness": 0.00095155811868608,
|
| 219 |
+
"layer_11_sharpness": 0.0008686505607329309,
|
| 220 |
+
"layer_12_sharpness": 0.0016716878162696958,
|
| 221 |
+
"block0_q_sharpness": 0.000742271775379777,
|
| 222 |
+
"block0_k_sharpness": 0.0014157660771161318,
|
| 223 |
+
"block0_v_sharpness": 0.009040117263793945,
|
| 224 |
+
"block0_o_sharpness": 0.005909444764256477,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0013813079567626119,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0034797361586242914,
|
| 227 |
+
"block3_q_sharpness": 0.00038928817957639694,
|
| 228 |
+
"block3_k_sharpness": 0.0003704046830534935,
|
| 229 |
+
"block3_v_sharpness": 0.0019696878734976053,
|
| 230 |
+
"block3_o_sharpness": 0.0009600639459677041,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0001964089460670948,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0005325883976183832,
|
| 233 |
+
"block7_q_sharpness": 0.0001434637961210683,
|
| 234 |
+
"block7_k_sharpness": 0.0003958647430408746,
|
| 235 |
+
"block7_v_sharpness": 0.005253931041806936,
|
| 236 |
+
"block7_o_sharpness": 0.0005218734149821103,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0006558471941389143,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0005365612450987101,
|
| 239 |
+
"block11_q_sharpness": 0.00015312197501771152,
|
| 240 |
+
"block11_k_sharpness": 0.0002658875018823892,
|
| 241 |
+
"block11_v_sharpness": 0.0008791669388301671,
|
| 242 |
+
"block11_o_sharpness": 0.0002295690355822444,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0005783343221992254,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0015748038422316313,
|
| 245 |
+
"sum_layer_numerators": 0.00520516389472076,
|
| 246 |
+
"block_diag_sharpness": 0.0018013056090068116,
|
| 247 |
+
"cross_layer_sharpness": 0.007289061164300512
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_5500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.2023673057556152,
|
| 3 |
+
"total_l1_linf_norm": 19491.875,
|
| 4 |
+
"total_spectral_norm": 2.2023673057556152,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3352771997451782,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3708522617816925,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21167442202568054,
|
| 8 |
+
"layer_1_update_fnorm": 0.4895690381526947,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.5996941328048706,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.0819736048579216,
|
| 11 |
+
"layer_2_update_fnorm": 0.4996938407421112,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5873404741287231,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08011937141418457,
|
| 14 |
+
"layer_3_update_fnorm": 0.4864637553691864,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5616568326950073,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.07591599971055984,
|
| 17 |
+
"layer_4_update_fnorm": 0.48910683393478394,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5690845847129822,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08251442015171051,
|
| 20 |
+
"layer_5_update_fnorm": 0.43858644366264343,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.4138631224632263,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.05870658904314041,
|
| 23 |
+
"layer_6_update_fnorm": 0.5001584887504578,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5713561773300171,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07125495374202728,
|
| 26 |
+
"layer_7_update_fnorm": 0.5107663869857788,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5762884616851807,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06911806017160416,
|
| 29 |
+
"layer_8_update_fnorm": 0.5106369853019714,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5446488857269287,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06780598312616348,
|
| 32 |
+
"layer_9_update_fnorm": 0.5212085843086243,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5346022844314575,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.05726708844304085,
|
| 35 |
+
"layer_10_update_fnorm": 0.5376959443092346,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.554039716720581,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.04475773870944977,
|
| 38 |
+
"layer_11_update_fnorm": 0.5439684987068176,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5917422771453857,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.049751635640859604,
|
| 41 |
+
"layer_12_update_fnorm": 0.5304584503173828,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.566448450088501,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07217364013195038,
|
| 44 |
+
"block0_q_update_fnorm": 0.1475369781255722,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.296366810798645,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.0638280138373375,
|
| 47 |
+
"block0_k_update_fnorm": 0.1468106210231781,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.2555431127548218,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.0771375522017479,
|
| 50 |
+
"block0_v_update_fnorm": 0.14206631481647491,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.19879502058029175,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05080418288707733,
|
| 53 |
+
"block0_o_update_fnorm": 0.1450469195842743,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.15521134436130524,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.036861222237348557,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.29696208238601685,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.16836658120155334,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.04739783704280853,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.25855153799057007,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.5996941328048706,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.0819736048579216,
|
| 62 |
+
"block3_q_update_fnorm": 0.14987510442733765,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1633302867412567,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.044420432299375534,
|
| 65 |
+
"block3_k_update_fnorm": 0.1443890631198883,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.20104950666427612,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.0399363674223423,
|
| 68 |
+
"block3_v_update_fnorm": 0.12335168570280075,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.16649390757083893,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.03532259538769722,
|
| 71 |
+
"block3_o_update_fnorm": 0.12868523597717285,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.15085826814174652,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.041884470731019974,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.31119945645332336,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.19859209656715393,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06521232426166534,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.25917696952819824,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5690845847129822,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08251442015171051,
|
| 80 |
+
"block7_q_update_fnorm": 0.1629873812198639,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.16598373651504517,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.028181375935673714,
|
| 83 |
+
"block7_k_update_fnorm": 0.1569724678993225,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.15878547728061676,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.027775084599852562,
|
| 86 |
+
"block7_v_update_fnorm": 0.13533787429332733,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13794365525245667,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.029106898233294487,
|
| 89 |
+
"block7_o_update_fnorm": 0.14585308730602264,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.14208856225013733,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.027414780110120773,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.30864790081977844,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.19736352562904358,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.05015135928988457,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2730761468410492,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5446488857269287,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06780598312616348,
|
| 98 |
+
"block11_q_update_fnorm": 0.16363874077796936,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.15712657570838928,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.031116865575313568,
|
| 101 |
+
"block11_k_update_fnorm": 0.15673713386058807,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16899138689041138,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.025768764317035675,
|
| 104 |
+
"block11_v_update_fnorm": 0.14525772631168365,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.16378077864646912,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.04068208113312721,
|
| 107 |
+
"block11_o_update_fnorm": 0.15736974775791168,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.1550295203924179,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.035426609218120575,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.321542888879776,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.1706831157207489,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.051001861691474915,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.28401049971580505,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.566448450088501,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07217364013195038,
|
| 116 |
+
"total_sharpness": 0.0063186828047037125,
|
| 117 |
+
"block_total_sharpness": 0.009269723668694496,
|
| 118 |
+
"v_norm_block": 1.751415729522705,
|
| 119 |
+
"v_T_H_v_block": 0.028434479609131813,
|
| 120 |
+
"v_norm": 2.2023673057556152,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.056476205587387085,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.0720173791050911,
|
| 123 |
+
"g_hvp_norm": 0.3560725152492523,
|
| 124 |
+
"ip_v_neg_g_t": 0.05697605758905411,
|
| 125 |
+
"cos_v_neg_g_t": 0.08712559938430786,
|
| 126 |
+
"g_t_norm": 0.2969319224357605,
|
| 127 |
+
"g_norm": 0.3560725152492523,
|
| 128 |
+
"hv_norm": 0.44723984599113464,
|
| 129 |
+
"cos_v_hv": 0.03111543133854866,
|
| 130 |
+
"hg_norm": 4.864259719848633,
|
| 131 |
+
"cos_g_hg": 0.6224244236946106,
|
| 132 |
+
"v_parallel_norm": 0.009736779145896435,
|
| 133 |
+
"v_perp_norm": 2.202345848083496,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3352771997451782,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08111917972564697,
|
| 136 |
+
"layer_1_v_norm": 0.4895690381526947,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.13446316123008728,
|
| 138 |
+
"layer_2_v_norm": 0.4996938407421112,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.07270310074090958,
|
| 140 |
+
"layer_3_v_norm": 0.4864637553691864,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.059169020503759384,
|
| 142 |
+
"layer_4_v_norm": 0.48910683393478394,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.0675545483827591,
|
| 144 |
+
"layer_5_v_norm": 0.43858644366264343,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.0372709222137928,
|
| 146 |
+
"layer_6_v_norm": 0.5001584887504578,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.06490236520767212,
|
| 148 |
+
"layer_7_v_norm": 0.5107663869857788,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.07410828024148941,
|
| 150 |
+
"layer_8_v_norm": 0.5106369853019714,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.07105519622564316,
|
| 152 |
+
"layer_9_v_norm": 0.5212085843086243,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.07177864760160446,
|
| 154 |
+
"layer_10_v_norm": 0.5376959443092346,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.07509420812129974,
|
| 156 |
+
"layer_11_v_norm": 0.5439684987068176,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.09624535590410233,
|
| 158 |
+
"layer_12_v_norm": 0.5304584503173828,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11683426797389984,
|
| 160 |
+
"block0_q_v_norm": 0.1475369781255722,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.1595773994922638,
|
| 162 |
+
"block0_k_v_norm": 0.1468106210231781,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.14397212862968445,
|
| 164 |
+
"block0_v_v_norm": 0.14206631481647491,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.20705540478229523,
|
| 166 |
+
"block0_o_v_norm": 0.1450469195842743,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.16327360272407532,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.29696208238601685,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.10726168751716614,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.25855153799057007,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.1750783920288086,
|
| 172 |
+
"block3_q_v_norm": 0.14987510442733765,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.08516817539930344,
|
| 174 |
+
"block3_k_v_norm": 0.1443890631198883,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.08692824095487595,
|
| 176 |
+
"block3_v_v_norm": 0.12335168570280075,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.04106224328279495,
|
| 178 |
+
"block3_o_v_norm": 0.12868523597717285,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.16017775237560272,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.31119945645332336,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.06330551207065582,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.25917696952819824,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.22430041432380676,
|
| 184 |
+
"block7_q_v_norm": 0.1629873812198639,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.08605645596981049,
|
| 186 |
+
"block7_k_v_norm": 0.1569724678993225,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.21278129518032074,
|
| 188 |
+
"block7_v_v_norm": 0.13533787429332733,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.05450991541147232,
|
| 190 |
+
"block7_o_v_norm": 0.14585308730602264,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.22975312173366547,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.30864790081977844,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.09563211351633072,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2730761468410492,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.23133079707622528,
|
| 196 |
+
"block11_q_v_norm": 0.16363874077796936,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.1158580556511879,
|
| 198 |
+
"block11_k_v_norm": 0.15673713386058807,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.19923827052116394,
|
| 200 |
+
"block11_v_v_norm": 0.14525772631168365,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.07644395530223846,
|
| 202 |
+
"block11_o_v_norm": 0.15736974775791168,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.21796169877052307,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.321542888879776,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.11400044709444046,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.28401049971580505,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.16973738372325897,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00031501450575888157,
|
| 209 |
+
"layer_1_sharpness": 0.004784881602972746,
|
| 210 |
+
"layer_2_sharpness": 0.00047241029096767306,
|
| 211 |
+
"layer_3_sharpness": 0.000742036325391382,
|
| 212 |
+
"layer_4_sharpness": 0.0011109765619039536,
|
| 213 |
+
"layer_5_sharpness": 0.0013169001322239637,
|
| 214 |
+
"layer_6_sharpness": 0.0013503407826647162,
|
| 215 |
+
"layer_7_sharpness": 0.0017019795486703515,
|
| 216 |
+
"layer_8_sharpness": 0.002383488928899169,
|
| 217 |
+
"layer_9_sharpness": 0.0022068654652684927,
|
| 218 |
+
"layer_10_sharpness": 0.001335258362814784,
|
| 219 |
+
"layer_11_sharpness": 0.0013216534862294793,
|
| 220 |
+
"layer_12_sharpness": 0.0025509134866297245,
|
| 221 |
+
"block0_q_sharpness": 0.0006703073740936816,
|
| 222 |
+
"block0_k_sharpness": 0.0008818384958431125,
|
| 223 |
+
"block0_v_sharpness": 0.0041831908747553825,
|
| 224 |
+
"block0_o_sharpness": 0.004286237992346287,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0008401587256230414,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0025323908776044846,
|
| 227 |
+
"block3_q_sharpness": 0.00029156290111131966,
|
| 228 |
+
"block3_k_sharpness": 0.0003432683297432959,
|
| 229 |
+
"block3_v_sharpness": 0.001319851609878242,
|
| 230 |
+
"block3_o_sharpness": 0.0007867659442126751,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00018455729878041893,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0005421019741334021,
|
| 233 |
+
"block7_q_sharpness": 0.0001027062171488069,
|
| 234 |
+
"block7_k_sharpness": 0.00026801295462064445,
|
| 235 |
+
"block7_v_sharpness": 0.0037834318354725838,
|
| 236 |
+
"block7_o_sharpness": 0.0005655109998770058,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0007523473468609154,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0008878089138306677,
|
| 239 |
+
"block11_q_sharpness": 0.0001900921924971044,
|
| 240 |
+
"block11_k_sharpness": 0.00034164200769737363,
|
| 241 |
+
"block11_v_sharpness": 0.0013906677486374974,
|
| 242 |
+
"block11_o_sharpness": 0.000191368002560921,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0006236176122911274,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.002314687008038163,
|
| 245 |
+
"sum_layer_numerators": 0.005457220297462017,
|
| 246 |
+
"block_diag_sharpness": 0.0017790698272063196,
|
| 247 |
+
"cross_layer_sharpness": 0.007490653841488177
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_6000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.211409330368042,
|
| 3 |
+
"total_l1_linf_norm": 19618.578125,
|
| 4 |
+
"total_spectral_norm": 2.211409330368042,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3329001665115356,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3622281551361084,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21263472735881805,
|
| 8 |
+
"layer_1_update_fnorm": 0.49720311164855957,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6484819650650024,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08288335055112839,
|
| 11 |
+
"layer_2_update_fnorm": 0.5033251643180847,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5894938111305237,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08029616624116898,
|
| 14 |
+
"layer_3_update_fnorm": 0.49354174733161926,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6739843487739563,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.08113071322441101,
|
| 17 |
+
"layer_4_update_fnorm": 0.49654075503349304,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6144652962684631,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08882586658000946,
|
| 20 |
+
"layer_5_update_fnorm": 0.46393606066703796,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.47816264629364014,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07327286899089813,
|
| 23 |
+
"layer_6_update_fnorm": 0.4980795681476593,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6068019270896912,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.07870569825172424,
|
| 26 |
+
"layer_7_update_fnorm": 0.5102661848068237,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5638003349304199,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07542052865028381,
|
| 29 |
+
"layer_8_update_fnorm": 0.5070793032646179,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5607749819755554,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.07557094842195511,
|
| 32 |
+
"layer_9_update_fnorm": 0.5185627937316895,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.57303786277771,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.054423123598098755,
|
| 35 |
+
"layer_10_update_fnorm": 0.5369669198989868,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5495656728744507,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.043123647570610046,
|
| 38 |
+
"layer_11_update_fnorm": 0.545348048210144,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.6017234921455383,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05621534213423729,
|
| 41 |
+
"layer_12_update_fnorm": 0.536245584487915,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.7015616297721863,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07302194833755493,
|
| 44 |
+
"block0_q_update_fnorm": 0.15438856184482574,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.29288601875305176,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.06632938235998154,
|
| 47 |
+
"block0_k_update_fnorm": 0.15519174933433533,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.2802814245223999,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.08243514597415924,
|
| 50 |
+
"block0_v_update_fnorm": 0.1455088108778,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.1705082654953003,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.04833075776696205,
|
| 53 |
+
"block0_o_update_fnorm": 0.1470649540424347,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.15148314833641052,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03766794875264168,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.2974729537963867,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.15440332889556885,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.04553695768117905,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2605428099632263,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6484819650650024,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.08288335055112839,
|
| 62 |
+
"block3_q_update_fnorm": 0.15187685191631317,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1828737109899521,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.04918043687939644,
|
| 65 |
+
"block3_k_update_fnorm": 0.14671841263771057,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.25756508111953735,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03925946727395058,
|
| 68 |
+
"block3_v_update_fnorm": 0.1291448473930359,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.18596725165843964,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.04225033521652222,
|
| 71 |
+
"block3_o_update_fnorm": 0.13357733190059662,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.15785858035087585,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04752201959490776,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.3140987455844879,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.18281084299087524,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06774771958589554,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2619987726211548,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6144652962684631,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08882586658000946,
|
| 80 |
+
"block7_q_update_fnorm": 0.1622643619775772,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.1578412503004074,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.028011169284582138,
|
| 83 |
+
"block7_k_update_fnorm": 0.15623867511749268,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.16178712248802185,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.029192714020609856,
|
| 86 |
+
"block7_v_update_fnorm": 0.13735978305339813,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.14234969019889832,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.030829988420009613,
|
| 89 |
+
"block7_o_update_fnorm": 0.1458337903022766,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.1404140293598175,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.026879018172621727,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.30523207783699036,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.16774818301200867,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.045219529420137405,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2701222598552704,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5607749819755554,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.07557094842195511,
|
| 98 |
+
"block11_q_update_fnorm": 0.16470474004745483,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.17215314507484436,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.027730891481041908,
|
| 101 |
+
"block11_k_update_fnorm": 0.15798945724964142,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.1734449565410614,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.02515590935945511,
|
| 104 |
+
"block11_v_update_fnorm": 0.1457531899213791,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.18170233070850372,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.03691651299595833,
|
| 107 |
+
"block11_o_update_fnorm": 0.1602289229631424,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.16564758121967316,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03793484717607498,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.3229219317436218,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.1725970208644867,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.05108191817998886,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2900729179382324,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.7015616297721863,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07302194833755493,
|
| 116 |
+
"total_sharpness": 0.0067713335156440735,
|
| 117 |
+
"block_total_sharpness": 0.009620658122003078,
|
| 118 |
+
"v_norm_block": 1.7645705938339233,
|
| 119 |
+
"v_T_H_v_block": 0.02995593287050724,
|
| 120 |
+
"v_norm": 2.211409330368042,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.05784102901816368,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.06649179011583328,
|
| 123 |
+
"g_hvp_norm": 0.39336782693862915,
|
| 124 |
+
"ip_v_neg_g_t": 0.05805828422307968,
|
| 125 |
+
"cos_v_neg_g_t": 0.07864166796207428,
|
| 126 |
+
"g_t_norm": 0.33384305238723755,
|
| 127 |
+
"g_norm": 0.39336782693862915,
|
| 128 |
+
"hv_norm": 0.5188647508621216,
|
| 129 |
+
"cos_v_hv": 0.028859522193670273,
|
| 130 |
+
"hg_norm": 6.374528408050537,
|
| 131 |
+
"cos_g_hg": 0.7069957256317139,
|
| 132 |
+
"v_parallel_norm": 0.0085759861394763,
|
| 133 |
+
"v_perp_norm": 2.211392641067505,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3329001665115356,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.07709365338087082,
|
| 136 |
+
"layer_1_v_norm": 0.49720311164855957,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.13053183257579803,
|
| 138 |
+
"layer_2_v_norm": 0.5033251643180847,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.0682942271232605,
|
| 140 |
+
"layer_3_v_norm": 0.4935417175292969,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.0504022054374218,
|
| 142 |
+
"layer_4_v_norm": 0.49654075503349304,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.05399063974618912,
|
| 144 |
+
"layer_5_v_norm": 0.46393606066703796,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.03440430760383606,
|
| 146 |
+
"layer_6_v_norm": 0.4980795979499817,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.05927217751741409,
|
| 148 |
+
"layer_7_v_norm": 0.5102661848068237,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.0673295184969902,
|
| 150 |
+
"layer_8_v_norm": 0.5070793032646179,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.06677654385566711,
|
| 152 |
+
"layer_9_v_norm": 0.5185627937316895,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.0657542273402214,
|
| 154 |
+
"layer_10_v_norm": 0.5369669198989868,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.07000210881233215,
|
| 156 |
+
"layer_11_v_norm": 0.545348048210144,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.09436407685279846,
|
| 158 |
+
"layer_12_v_norm": 0.536245584487915,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.1305963546037674,
|
| 160 |
+
"block0_q_v_norm": 0.15438856184482574,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.1698063760995865,
|
| 162 |
+
"block0_k_v_norm": 0.15519174933433533,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.1704898178577423,
|
| 164 |
+
"block0_v_v_norm": 0.1455088108778,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.2130337506532669,
|
| 166 |
+
"block0_o_v_norm": 0.1470649540424347,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.1468886286020279,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.2974729537963867,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.09824787080287933,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2605428099632263,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.17074622213840485,
|
| 172 |
+
"block3_q_v_norm": 0.15187685191631317,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.0635792464017868,
|
| 174 |
+
"block3_k_v_norm": 0.14671841263771057,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.09871155023574829,
|
| 176 |
+
"block3_v_v_norm": 0.1291448473930359,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.031285353004932404,
|
| 178 |
+
"block3_o_v_norm": 0.13357733190059662,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.1568438559770584,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.3140987455844879,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.059343304485082626,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2619987726211548,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.22264041006565094,
|
| 184 |
+
"block7_q_v_norm": 0.1622643619775772,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.07719217985868454,
|
| 186 |
+
"block7_k_v_norm": 0.15623867511749268,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.21555164456367493,
|
| 188 |
+
"block7_v_v_norm": 0.13735978305339813,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.056140050292015076,
|
| 190 |
+
"block7_o_v_norm": 0.1458337903022766,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.23223471641540527,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.30523207783699036,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.0838390663266182,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2701222598552704,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.23728087544441223,
|
| 196 |
+
"block11_q_v_norm": 0.16470474004745483,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.11643493920564651,
|
| 198 |
+
"block11_k_v_norm": 0.15798945724964142,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.1925259381532669,
|
| 200 |
+
"block11_v_v_norm": 0.1457531899213791,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.07229648530483246,
|
| 202 |
+
"block11_o_v_norm": 0.1602289229631424,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.22751274704933167,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.3229219317436218,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.13125430047512054,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2900729179382324,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.1982268989086151,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0003211800358258188,
|
| 209 |
+
"layer_1_sharpness": 0.005913592875003815,
|
| 210 |
+
"layer_2_sharpness": 0.00043188600102439523,
|
| 211 |
+
"layer_3_sharpness": 0.0015236102044582367,
|
| 212 |
+
"layer_4_sharpness": 0.0012274215696379542,
|
| 213 |
+
"layer_5_sharpness": 0.0013020684709772468,
|
| 214 |
+
"layer_6_sharpness": 0.0014736399753019214,
|
| 215 |
+
"layer_7_sharpness": 0.0017428373685106635,
|
| 216 |
+
"layer_8_sharpness": 0.0028481672052294016,
|
| 217 |
+
"layer_9_sharpness": 0.0017466688295826316,
|
| 218 |
+
"layer_10_sharpness": 0.0011315745068714023,
|
| 219 |
+
"layer_11_sharpness": 0.000986242899671197,
|
| 220 |
+
"layer_12_sharpness": 0.0036400414537638426,
|
| 221 |
+
"block0_q_sharpness": 0.001417872728779912,
|
| 222 |
+
"block0_k_sharpness": 0.002131149871274829,
|
| 223 |
+
"block0_v_sharpness": 0.00413336418569088,
|
| 224 |
+
"block0_o_sharpness": 0.003290524473413825,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0008400126243941486,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0027471575886011124,
|
| 227 |
+
"block3_q_sharpness": 0.0003510612004902214,
|
| 228 |
+
"block3_k_sharpness": 0.0003602176147978753,
|
| 229 |
+
"block3_v_sharpness": 0.0015288235154002905,
|
| 230 |
+
"block3_o_sharpness": 0.0008945731678977609,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00022794297547079623,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0005868627340532839,
|
| 233 |
+
"block7_q_sharpness": 0.0001255043171113357,
|
| 234 |
+
"block7_k_sharpness": 0.0002630844828672707,
|
| 235 |
+
"block7_v_sharpness": 0.005298303905874491,
|
| 236 |
+
"block7_o_sharpness": 0.0005052140331827104,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0006791893392801285,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0009693308966234326,
|
| 239 |
+
"block11_q_sharpness": 0.00014178443234413862,
|
| 240 |
+
"block11_k_sharpness": 0.00027112572570331395,
|
| 241 |
+
"block11_v_sharpness": 0.0009476530831307173,
|
| 242 |
+
"block11_o_sharpness": 0.00022679640096612275,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0008751574787311256,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.004131145775318146,
|
| 245 |
+
"sum_layer_numerators": 0.0062130426072772,
|
| 246 |
+
"block_diag_sharpness": 0.001995382949333977,
|
| 247 |
+
"cross_layer_sharpness": 0.007625275172669102
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_6500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.243840217590332,
|
| 3 |
+
"total_l1_linf_norm": 19924.173828125,
|
| 4 |
+
"total_spectral_norm": 2.243840456008911,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.348885416984558,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.4066088795661926,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.2178695797920227,
|
| 8 |
+
"layer_1_update_fnorm": 0.5096808671951294,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.712908148765564,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.09911497682332993,
|
| 11 |
+
"layer_2_update_fnorm": 0.5183210372924805,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5676174759864807,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.0823555588722229,
|
| 14 |
+
"layer_3_update_fnorm": 0.5114637017250061,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6638491153717041,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.08950096368789673,
|
| 17 |
+
"layer_4_update_fnorm": 0.5096361041069031,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.7001322507858276,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.10255372524261475,
|
| 20 |
+
"layer_5_update_fnorm": 0.4629810154438019,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.484747052192688,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07681699842214584,
|
| 23 |
+
"layer_6_update_fnorm": 0.5038100481033325,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6257089972496033,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.08475630730390549,
|
| 26 |
+
"layer_7_update_fnorm": 0.5147267580032349,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.6196542382240295,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.0803818628191948,
|
| 29 |
+
"layer_8_update_fnorm": 0.5126700401306152,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.7063482999801636,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.07889752835035324,
|
| 32 |
+
"layer_9_update_fnorm": 0.5250923037528992,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.6401346921920776,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.06485150009393692,
|
| 35 |
+
"layer_10_update_fnorm": 0.5432714223861694,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5731910467147827,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.05239173397421837,
|
| 38 |
+
"layer_11_update_fnorm": 0.5521703958511353,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5542625188827515,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05106363818049431,
|
| 41 |
+
"layer_12_update_fnorm": 0.5420927405357361,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5834826231002808,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.08190587908029556,
|
| 44 |
+
"block0_q_update_fnorm": 0.15212568640708923,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.2085029035806656,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.053367696702480316,
|
| 47 |
+
"block0_k_update_fnorm": 0.14985188841819763,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.247371643781662,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.06354189664125443,
|
| 50 |
+
"block0_v_update_fnorm": 0.15084806084632874,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.17806997895240784,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.046017784625291824,
|
| 53 |
+
"block0_o_update_fnorm": 0.15419813990592957,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.15781834721565247,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03982249274849892,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.30504366755485535,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.16268101334571838,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.05214109644293785,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2728903293609619,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.712908148765564,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.09911497682332993,
|
| 62 |
+
"block3_q_update_fnorm": 0.15607737004756927,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.18117418885231018,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.05041475594043732,
|
| 65 |
+
"block3_k_update_fnorm": 0.15047869086265564,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.21977582573890686,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.041617926210165024,
|
| 68 |
+
"block3_v_update_fnorm": 0.13531647622585297,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.21105164289474487,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.04568307846784592,
|
| 71 |
+
"block3_o_update_fnorm": 0.13549377024173737,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.16607657074928284,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04848586022853851,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.31949087977409363,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.1860400140285492,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.07300013303756714,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2717207968235016,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.7001322507858276,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.10255372524261475,
|
| 80 |
+
"block7_q_update_fnorm": 0.16333912312984467,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.1679779291152954,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.02683556079864502,
|
| 83 |
+
"block7_k_update_fnorm": 0.15696078538894653,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1565859615802765,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.02946954034268856,
|
| 86 |
+
"block7_v_update_fnorm": 0.14028239250183105,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.16432732343673706,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03285845369100571,
|
| 89 |
+
"block7_o_update_fnorm": 0.14802797138690948,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.1522844135761261,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.029288658872246742,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.3097113370895386,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.1643492728471756,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.04762168601155281,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2717908024787903,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.7063482999801636,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.07889752835035324,
|
| 98 |
+
"block11_q_update_fnorm": 0.16643494367599487,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.17061418294906616,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.02913052961230278,
|
| 101 |
+
"block11_k_update_fnorm": 0.16023966670036316,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.19590157270431519,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.02599673718214035,
|
| 104 |
+
"block11_v_update_fnorm": 0.15182210505008698,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.17203649878501892,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.037190284579992294,
|
| 107 |
+
"block11_o_update_fnorm": 0.16343773901462555,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15996909141540527,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03843897581100464,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.3254988491535187,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.17508170008659363,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.05174307897686958,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.29091861844062805,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5834826231002808,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.08190587908029556,
|
| 116 |
+
"total_sharpness": 0.010047865100204945,
|
| 117 |
+
"block_total_sharpness": 0.014853010885417461,
|
| 118 |
+
"v_norm_block": 1.7931337356567383,
|
| 119 |
+
"v_T_H_v_block": 0.047757308930158615,
|
| 120 |
+
"v_norm": 2.243840217590332,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.06792065501213074,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.06572996824979782,
|
| 123 |
+
"g_hvp_norm": 0.46051785349845886,
|
| 124 |
+
"ip_v_neg_g_t": 0.06844848394393921,
|
| 125 |
+
"cos_v_neg_g_t": 0.07473008334636688,
|
| 126 |
+
"g_t_norm": 0.40820324420928955,
|
| 127 |
+
"g_norm": 0.46051785349845886,
|
| 128 |
+
"hv_norm": 0.6992931365966797,
|
| 129 |
+
"cos_v_hv": 0.0322408527135849,
|
| 130 |
+
"hg_norm": 7.413415908813477,
|
| 131 |
+
"cos_g_hg": 0.752689003944397,
|
| 132 |
+
"v_parallel_norm": 0.007106748875230551,
|
| 133 |
+
"v_perp_norm": 2.2438290119171143,
|
| 134 |
+
"embed_lm_head_v_norm": 1.348885416984558,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.07981123775243759,
|
| 136 |
+
"layer_1_v_norm": 0.5096808671951294,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.14694403111934662,
|
| 138 |
+
"layer_2_v_norm": 0.5183210372924805,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.07258713990449905,
|
| 140 |
+
"layer_3_v_norm": 0.5114637017250061,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.0557795874774456,
|
| 142 |
+
"layer_4_v_norm": 0.5096361041069031,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.06357196718454361,
|
| 144 |
+
"layer_5_v_norm": 0.4629810154438019,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.04193839058279991,
|
| 146 |
+
"layer_6_v_norm": 0.5038100481033325,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.05851850286126137,
|
| 148 |
+
"layer_7_v_norm": 0.5147267580032349,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.06506144255399704,
|
| 150 |
+
"layer_8_v_norm": 0.5126700401306152,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.05869147926568985,
|
| 152 |
+
"layer_9_v_norm": 0.5250923037528992,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.061357561498880386,
|
| 154 |
+
"layer_10_v_norm": 0.5432714223861694,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.06541609764099121,
|
| 156 |
+
"layer_11_v_norm": 0.5521703958511353,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.08558125793933868,
|
| 158 |
+
"layer_12_v_norm": 0.5420927405357361,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.10902495682239532,
|
| 160 |
+
"block0_q_v_norm": 0.15212568640708923,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.157247856259346,
|
| 162 |
+
"block0_k_v_norm": 0.14985188841819763,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.15197812020778656,
|
| 164 |
+
"block0_v_v_norm": 0.15084806084632874,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.2562345266342163,
|
| 166 |
+
"block0_o_v_norm": 0.15419813990592957,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.1759454756975174,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.30504366755485535,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.10334088653326035,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2728903293609619,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.19976286590099335,
|
| 172 |
+
"block3_q_v_norm": 0.15607737004756927,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.08019954711198807,
|
| 174 |
+
"block3_k_v_norm": 0.15047869086265564,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.08501309156417847,
|
| 176 |
+
"block3_v_v_norm": 0.13531647622585297,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.04987812414765358,
|
| 178 |
+
"block3_o_v_norm": 0.13549377024173737,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.19460740685462952,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.31949087977409363,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.053489238023757935,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2717207968235016,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2623423635959625,
|
| 184 |
+
"block7_q_v_norm": 0.16333912312984467,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.08093331009149551,
|
| 186 |
+
"block7_k_v_norm": 0.15696078538894653,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.2193131446838379,
|
| 188 |
+
"block7_v_v_norm": 0.14028239250183105,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.050046950578689575,
|
| 190 |
+
"block7_o_v_norm": 0.14802797138690948,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.24523665010929108,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.3097113370895386,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.0792214423418045,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2717908024787903,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.24583517014980316,
|
| 196 |
+
"block11_q_v_norm": 0.16643494367599487,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.09986099600791931,
|
| 198 |
+
"block11_k_v_norm": 0.16023966670036316,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.21539011597633362,
|
| 200 |
+
"block11_v_v_norm": 0.15182210505008698,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.0722813606262207,
|
| 202 |
+
"block11_o_v_norm": 0.16343773901462555,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.254847913980484,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.3254988491535187,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.091575488448143,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.29091861844062805,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.1797139197587967,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00031267199665308,
|
| 209 |
+
"layer_1_sharpness": 0.00939052365720272,
|
| 210 |
+
"layer_2_sharpness": 0.0019396616844460368,
|
| 211 |
+
"layer_3_sharpness": 0.004355194978415966,
|
| 212 |
+
"layer_4_sharpness": 0.002998349955305457,
|
| 213 |
+
"layer_5_sharpness": 0.0031075645238161087,
|
| 214 |
+
"layer_6_sharpness": 0.002230086363852024,
|
| 215 |
+
"layer_7_sharpness": 0.0018687751144170761,
|
| 216 |
+
"layer_8_sharpness": 0.0027584447525441647,
|
| 217 |
+
"layer_9_sharpness": 0.00214430526830256,
|
| 218 |
+
"layer_10_sharpness": 0.001532366732135415,
|
| 219 |
+
"layer_11_sharpness": 0.0013532277662307024,
|
| 220 |
+
"layer_12_sharpness": 0.005206672940403223,
|
| 221 |
+
"block0_q_sharpness": 0.0018930262885987759,
|
| 222 |
+
"block0_k_sharpness": 0.0028589540161192417,
|
| 223 |
+
"block0_v_sharpness": 0.005265179090201855,
|
| 224 |
+
"block0_o_sharpness": 0.0055410549975931644,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0012264896649867296,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0037155228201299906,
|
| 227 |
+
"block3_q_sharpness": 0.0004908655537292361,
|
| 228 |
+
"block3_k_sharpness": 0.0006702750688418746,
|
| 229 |
+
"block3_v_sharpness": 0.0029514029156416655,
|
| 230 |
+
"block3_o_sharpness": 0.0012994592543691397,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0005258470773696899,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.001192239811643958,
|
| 233 |
+
"block7_q_sharpness": 0.00015132874250411987,
|
| 234 |
+
"block7_k_sharpness": 0.00035925302654504776,
|
| 235 |
+
"block7_v_sharpness": 0.005554728209972382,
|
| 236 |
+
"block7_o_sharpness": 0.0005456559010781348,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.000760614057071507,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0008449400193057954,
|
| 239 |
+
"block11_q_sharpness": 0.00021583020861726254,
|
| 240 |
+
"block11_k_sharpness": 0.000364281382644549,
|
| 241 |
+
"block11_v_sharpness": 0.001189837115816772,
|
| 242 |
+
"block11_o_sharpness": 0.00021729398577008396,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.001108944066800177,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.006471435073763132,
|
| 245 |
+
"sum_layer_numerators": 0.010317009452016428,
|
| 246 |
+
"block_diag_sharpness": 0.003208695208143922,
|
| 247 |
+
"cross_layer_sharpness": 0.01164431567727354
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_7000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.277642250061035,
|
| 3 |
+
"total_l1_linf_norm": 20261.76953125,
|
| 4 |
+
"total_spectral_norm": 2.277642011642456,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3481618165969849,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3414760231971741,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21032989025115967,
|
| 8 |
+
"layer_1_update_fnorm": 0.5408868193626404,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6174138784408569,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.11356618255376816,
|
| 11 |
+
"layer_2_update_fnorm": 0.5259273648262024,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.6150041818618774,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08224475383758545,
|
| 14 |
+
"layer_3_update_fnorm": 0.5165160298347473,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6868967413902283,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.0867864266037941,
|
| 17 |
+
"layer_4_update_fnorm": 0.5211133360862732,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6796891689300537,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.09572160243988037,
|
| 20 |
+
"layer_5_update_fnorm": 0.4865839183330536,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.547803521156311,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.06725587695837021,
|
| 23 |
+
"layer_6_update_fnorm": 0.5173477530479431,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.5997965335845947,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.08269508183002472,
|
| 26 |
+
"layer_7_update_fnorm": 0.527899980545044,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.6064596176147461,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.08163619041442871,
|
| 29 |
+
"layer_8_update_fnorm": 0.527108371257782,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.6025818586349487,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.0825013667345047,
|
| 32 |
+
"layer_9_update_fnorm": 0.536129355430603,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.590329647064209,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.0717267170548439,
|
| 35 |
+
"layer_10_update_fnorm": 0.549699604511261,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5503858923912048,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.048167601227760315,
|
| 38 |
+
"layer_11_update_fnorm": 0.5561619400978088,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5740256905555725,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05754446983337402,
|
| 41 |
+
"layer_12_update_fnorm": 0.5502294301986694,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5582135319709778,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.07218025624752045,
|
| 44 |
+
"block0_q_update_fnorm": 0.1633175015449524,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.21871617436408997,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.06215282157063484,
|
| 47 |
+
"block0_k_update_fnorm": 0.16528843343257904,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.22990772128105164,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.06655316054821014,
|
| 50 |
+
"block0_v_update_fnorm": 0.17234961688518524,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.22116975486278534,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.10268764197826385,
|
| 53 |
+
"block0_o_update_fnorm": 0.17987215518951416,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.2296438217163086,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.11356618255376816,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.31393083930015564,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.21386219561100006,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.08075376600027084,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2789646089076996,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6174138784408569,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.09222027659416199,
|
| 62 |
+
"block3_q_update_fnorm": 0.16278593242168427,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.19234471023082733,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.057197365909814835,
|
| 65 |
+
"block3_k_update_fnorm": 0.15550433099269867,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.23525172472000122,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.04113170504570007,
|
| 68 |
+
"block3_v_update_fnorm": 0.1437152475118637,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.18138417601585388,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.059406206011772156,
|
| 71 |
+
"block3_o_update_fnorm": 0.14912506937980652,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.17620520293712616,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.06118520721793175,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.3226885497570038,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.1991339474916458,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.0717182531952858,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2714970111846924,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6796891689300537,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.09572160243988037,
|
| 80 |
+
"block7_q_update_fnorm": 0.16854318976402283,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.20953454077243805,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.04151768982410431,
|
| 83 |
+
"block7_k_update_fnorm": 0.16204684972763062,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.19673609733581543,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.03917562589049339,
|
| 86 |
+
"block7_v_update_fnorm": 0.14570540189743042,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.1458655744791031,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.03447023406624794,
|
| 89 |
+
"block7_o_update_fnorm": 0.15342816710472107,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.14732511341571808,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.03630981594324112,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.3167557120323181,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.18546020984649658,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.05273663252592087,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27916017174720764,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.6025818586349487,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.0825013667345047,
|
| 98 |
+
"block11_q_update_fnorm": 0.1692219227552414,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.19517099857330322,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.03817834332585335,
|
| 101 |
+
"block11_k_update_fnorm": 0.16201151907444,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.21072830259799957,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.02903221920132637,
|
| 104 |
+
"block11_v_update_fnorm": 0.1525525003671646,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1630885899066925,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.038502439856529236,
|
| 107 |
+
"block11_o_update_fnorm": 0.1654278039932251,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.17520643770694733,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.04858601093292236,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.3301266133785248,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.2060345709323883,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.055573634803295135,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.29682764410972595,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5582135319709778,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.07218025624752045,
|
| 116 |
+
"total_sharpness": 0.007120426744222641,
|
| 117 |
+
"block_total_sharpness": 0.01017746888101101,
|
| 118 |
+
"v_norm_block": 1.8357867002487183,
|
| 119 |
+
"v_T_H_v_block": 0.03429921716451645,
|
| 120 |
+
"v_norm": 2.277642250061035,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.05736050009727478,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.06045859679579735,
|
| 123 |
+
"g_hvp_norm": 0.4165521264076233,
|
| 124 |
+
"ip_v_neg_g_t": 0.05789799615740776,
|
| 125 |
+
"cos_v_neg_g_t": 0.07143419235944748,
|
| 126 |
+
"g_t_norm": 0.3558540344238281,
|
| 127 |
+
"g_norm": 0.4165521264076233,
|
| 128 |
+
"hv_norm": 0.6102838516235352,
|
| 129 |
+
"cos_v_hv": 0.026574164628982544,
|
| 130 |
+
"hg_norm": 8.088053703308105,
|
| 131 |
+
"cos_g_hg": 0.7304442524909973,
|
| 132 |
+
"v_parallel_norm": 0.006235485430806875,
|
| 133 |
+
"v_perp_norm": 2.2776336669921875,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3481618165969849,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09465372562408447,
|
| 136 |
+
"layer_1_v_norm": 0.5408868193626404,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.1084795892238617,
|
| 138 |
+
"layer_2_v_norm": 0.5259273648262024,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.06115926057100296,
|
| 140 |
+
"layer_3_v_norm": 0.5165160894393921,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.04773445054888725,
|
| 142 |
+
"layer_4_v_norm": 0.5211133360862732,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.056565504521131516,
|
| 144 |
+
"layer_5_v_norm": 0.4865839183330536,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.03095318004488945,
|
| 146 |
+
"layer_6_v_norm": 0.5173477530479431,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.05275489762425423,
|
| 148 |
+
"layer_7_v_norm": 0.527899980545044,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.06019813194870949,
|
| 150 |
+
"layer_8_v_norm": 0.527108371257782,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.05833353102207184,
|
| 152 |
+
"layer_9_v_norm": 0.536129355430603,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.05941931530833244,
|
| 154 |
+
"layer_10_v_norm": 0.549699604511261,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.06384267657995224,
|
| 156 |
+
"layer_11_v_norm": 0.5561618804931641,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.08339506387710571,
|
| 158 |
+
"layer_12_v_norm": 0.5502294301986694,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.12145418673753738,
|
| 160 |
+
"block0_q_v_norm": 0.1633175015449524,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.14296023547649384,
|
| 162 |
+
"block0_k_v_norm": 0.16528843343257904,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.13022825121879578,
|
| 164 |
+
"block0_v_v_norm": 0.17234961688518524,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.13472940027713776,
|
| 166 |
+
"block0_o_v_norm": 0.17987215518951416,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.10256410390138626,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.31393083930015564,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.08785459399223328,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2789646089076996,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.16411277651786804,
|
| 172 |
+
"block3_q_v_norm": 0.16278593242168427,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.08882597088813782,
|
| 174 |
+
"block3_k_v_norm": 0.15550433099269867,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.12062618881464005,
|
| 176 |
+
"block3_v_v_norm": 0.1437152475118637,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.03290323168039322,
|
| 178 |
+
"block3_o_v_norm": 0.14912506937980652,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.16376961767673492,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.3226885497570038,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.0613517165184021,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2714970111846924,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2368219494819641,
|
| 184 |
+
"block7_q_v_norm": 0.16854318976402283,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.07314635068178177,
|
| 186 |
+
"block7_k_v_norm": 0.16204684972763062,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.1982024908065796,
|
| 188 |
+
"block7_v_v_norm": 0.14570540189743042,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.04593465477228165,
|
| 190 |
+
"block7_o_v_norm": 0.15342816710472107,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.2357061505317688,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.3167557120323181,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.07985477149486542,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27916017174720764,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.22228144109249115,
|
| 196 |
+
"block11_q_v_norm": 0.1692219227552414,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.10375296324491501,
|
| 198 |
+
"block11_k_v_norm": 0.16201151907444,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.1843196153640747,
|
| 200 |
+
"block11_v_v_norm": 0.1525525003671646,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.06477604806423187,
|
| 202 |
+
"block11_o_v_norm": 0.1654278039932251,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.21112434566020966,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.3301266133785248,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.13776102662086487,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.29682764410972595,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.18805737793445587,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0002753245644271374,
|
| 209 |
+
"layer_1_sharpness": 0.004309826996177435,
|
| 210 |
+
"layer_2_sharpness": 0.0004376193101052195,
|
| 211 |
+
"layer_3_sharpness": 0.0011831008596345782,
|
| 212 |
+
"layer_4_sharpness": 0.0015766228316351771,
|
| 213 |
+
"layer_5_sharpness": 0.0012684159446507692,
|
| 214 |
+
"layer_6_sharpness": 0.0015475321561098099,
|
| 215 |
+
"layer_7_sharpness": 0.0018264934187754989,
|
| 216 |
+
"layer_8_sharpness": 0.0031520910561084747,
|
| 217 |
+
"layer_9_sharpness": 0.002783421892672777,
|
| 218 |
+
"layer_10_sharpness": 0.0016532684676349163,
|
| 219 |
+
"layer_11_sharpness": 0.0009608814143575728,
|
| 220 |
+
"layer_12_sharpness": 0.0017827616538852453,
|
| 221 |
+
"block0_q_sharpness": 0.00034057273296639323,
|
| 222 |
+
"block0_k_sharpness": 0.0005087890313006938,
|
| 223 |
+
"block0_v_sharpness": 0.006072312127798796,
|
| 224 |
+
"block0_o_sharpness": 0.0029225770849734545,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0008622349705547094,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0024846065789461136,
|
| 227 |
+
"block3_q_sharpness": 0.0005994244129396975,
|
| 228 |
+
"block3_k_sharpness": 0.0002755256718955934,
|
| 229 |
+
"block3_v_sharpness": 0.0013427294325083494,
|
| 230 |
+
"block3_o_sharpness": 0.001078486442565918,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002520066627766937,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0006689288420602679,
|
| 233 |
+
"block7_q_sharpness": 0.00012552313273772597,
|
| 234 |
+
"block7_k_sharpness": 0.00022151805751491338,
|
| 235 |
+
"block7_v_sharpness": 0.004314948804676533,
|
| 236 |
+
"block7_o_sharpness": 0.0005307974643073976,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0010848044184967875,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0010524664539843798,
|
| 239 |
+
"block11_q_sharpness": 0.0001382267364533618,
|
| 240 |
+
"block11_k_sharpness": 0.00019907252863049507,
|
| 241 |
+
"block11_v_sharpness": 0.0007850048132240772,
|
| 242 |
+
"block11_o_sharpness": 0.00014769152039662004,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0005884395795874298,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0017868268769234419,
|
| 245 |
+
"sum_layer_numerators": 0.0063615790106809995,
|
| 246 |
+
"block_diag_sharpness": 0.0018876457173928108,
|
| 247 |
+
"cross_layer_sharpness": 0.008289823163618199
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_7500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.2440943717956543,
|
| 3 |
+
"total_l1_linf_norm": 19925.904296875,
|
| 4 |
+
"total_spectral_norm": 2.2440946102142334,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3400073051452637,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.35123327374458313,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.21290871500968933,
|
| 8 |
+
"layer_1_update_fnorm": 0.5128234624862671,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.7430015206336975,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08536011725664139,
|
| 11 |
+
"layer_2_update_fnorm": 0.5268333554267883,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.6005018949508667,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08372784405946732,
|
| 14 |
+
"layer_3_update_fnorm": 0.5082677006721497,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6153104305267334,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.0798216462135315,
|
| 17 |
+
"layer_4_update_fnorm": 0.5075433254241943,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6477794051170349,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.09149391949176788,
|
| 20 |
+
"layer_5_update_fnorm": 0.4716632068157196,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.5091681480407715,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07307501882314682,
|
| 23 |
+
"layer_6_update_fnorm": 0.5093987584114075,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6001783609390259,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.08200608193874359,
|
| 26 |
+
"layer_7_update_fnorm": 0.5179071426391602,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5879011154174805,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.08093845099210739,
|
| 29 |
+
"layer_8_update_fnorm": 0.5149021148681641,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5392549633979797,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.07319571822881699,
|
| 32 |
+
"layer_9_update_fnorm": 0.5258199572563171,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5572152733802795,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.06315561383962631,
|
| 35 |
+
"layer_10_update_fnorm": 0.542875349521637,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5409100651741028,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.04842114448547363,
|
| 38 |
+
"layer_11_update_fnorm": 0.5499347448348999,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5652265548706055,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.053904708474874496,
|
| 41 |
+
"layer_12_update_fnorm": 0.5430736541748047,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5701683759689331,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.06953579187393188,
|
| 44 |
+
"block0_q_update_fnorm": 0.1532750427722931,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.18216362595558167,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.04463694989681244,
|
| 47 |
+
"block0_k_update_fnorm": 0.15275299549102783,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.22164227068424225,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.0618990957736969,
|
| 50 |
+
"block0_v_update_fnorm": 0.1527986377477646,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.18143418431282043,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.045349348336458206,
|
| 53 |
+
"block0_o_update_fnorm": 0.15605506300926208,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.1520528793334961,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03796927258372307,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.3068428635597229,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.15885880589485168,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.046786513179540634,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2723761796951294,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.7430015206336975,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.08536011725664139,
|
| 62 |
+
"block3_q_update_fnorm": 0.15414541959762573,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.19938677549362183,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.04679819941520691,
|
| 65 |
+
"block3_k_update_fnorm": 0.14850443601608276,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.2092103362083435,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.0370553694665432,
|
| 68 |
+
"block3_v_update_fnorm": 0.13229453563690186,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.16006454825401306,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.0381188802421093,
|
| 71 |
+
"block3_o_update_fnorm": 0.13700757920742035,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.16117192804813385,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.049364157021045685,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.32038936018943787,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.19480985403060913,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.0687754675745964,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2696751356124878,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6477794051170349,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.09149391949176788,
|
| 80 |
+
"block7_q_update_fnorm": 0.166303813457489,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.21410633623600006,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.03242437168955803,
|
| 83 |
+
"block7_k_update_fnorm": 0.15906216204166412,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.18293295800685883,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.03346915915608406,
|
| 86 |
+
"block7_v_update_fnorm": 0.14185982942581177,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.16793297231197357,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.030273286625742912,
|
| 89 |
+
"block7_o_update_fnorm": 0.1490866094827652,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.13859522342681885,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.029948649927973747,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.31081128120422363,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.16309216618537903,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.044280849397182465,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.2703391909599304,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5392549633979797,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.07319571822881699,
|
| 98 |
+
"block11_q_update_fnorm": 0.16655777394771576,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.15812774002552032,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.027696959674358368,
|
| 101 |
+
"block11_k_update_fnorm": 0.16154180467128754,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.17678681015968323,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.026921076700091362,
|
| 104 |
+
"block11_v_update_fnorm": 0.15122200548648834,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.15799453854560852,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.03593282401561737,
|
| 107 |
+
"block11_o_update_fnorm": 0.16243256628513336,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.1642625629901886,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03756096959114075,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.3260080814361572,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.197246253490448,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.04780298471450806,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2922612726688385,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5701683759689331,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.06953579187393188,
|
| 116 |
+
"total_sharpness": 0.0060840751975774765,
|
| 117 |
+
"block_total_sharpness": 0.008634031750261784,
|
| 118 |
+
"v_norm_block": 1.800094485282898,
|
| 119 |
+
"v_T_H_v_block": 0.027977198362350464,
|
| 120 |
+
"v_norm": 2.2440943717956543,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.056353628635406494,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.06352729350328445,
|
| 123 |
+
"g_hvp_norm": 0.3952941596508026,
|
| 124 |
+
"ip_v_neg_g_t": 0.05690488964319229,
|
| 125 |
+
"cos_v_neg_g_t": 0.07590363919734955,
|
| 126 |
+
"g_t_norm": 0.334076464176178,
|
| 127 |
+
"g_norm": 0.3952941596508026,
|
| 128 |
+
"hv_norm": 0.49456706643104553,
|
| 129 |
+
"cos_v_hv": 0.027606448158621788,
|
| 130 |
+
"hg_norm": 8.254234313964844,
|
| 131 |
+
"cos_g_hg": 0.5183833241462708,
|
| 132 |
+
"v_parallel_norm": 0.008021545596420765,
|
| 133 |
+
"v_perp_norm": 2.244080066680908,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3400073051452637,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08040552586317062,
|
| 136 |
+
"layer_1_v_norm": 0.5128234624862671,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.129987433552742,
|
| 138 |
+
"layer_2_v_norm": 0.5268333554267883,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.0668938085436821,
|
| 140 |
+
"layer_3_v_norm": 0.5082677006721497,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.049075983464717865,
|
| 142 |
+
"layer_4_v_norm": 0.5075433254241943,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.0646226778626442,
|
| 144 |
+
"layer_5_v_norm": 0.4716632068157196,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.03494718670845032,
|
| 146 |
+
"layer_6_v_norm": 0.5093987584114075,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.05812844634056091,
|
| 148 |
+
"layer_7_v_norm": 0.5179071426391602,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.06411582976579666,
|
| 150 |
+
"layer_8_v_norm": 0.5149021148681641,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.056766659021377563,
|
| 152 |
+
"layer_9_v_norm": 0.5258199572563171,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.059650395065546036,
|
| 154 |
+
"layer_10_v_norm": 0.542875349521637,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.0645727664232254,
|
| 156 |
+
"layer_11_v_norm": 0.5499347448348999,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.08263389021158218,
|
| 158 |
+
"layer_12_v_norm": 0.5430736541748047,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11397591978311539,
|
| 160 |
+
"block0_q_v_norm": 0.1532750427722931,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.16702662408351898,
|
| 162 |
+
"block0_k_v_norm": 0.15275299549102783,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.14768455922603607,
|
| 164 |
+
"block0_v_v_norm": 0.1527986377477646,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.2088814377784729,
|
| 166 |
+
"block0_o_v_norm": 0.15605506300926208,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.16394945979118347,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.3068428635597229,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.09107088297605515,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2723761796951294,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.17698347568511963,
|
| 172 |
+
"block3_q_v_norm": 0.15414541959762573,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.08480720221996307,
|
| 174 |
+
"block3_k_v_norm": 0.14850443601608276,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.11047540605068207,
|
| 176 |
+
"block3_v_v_norm": 0.13229453563690186,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.03830442950129509,
|
| 178 |
+
"block3_o_v_norm": 0.13700757920742035,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.18188953399658203,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.32038936018943787,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.059584446251392365,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2696751356124878,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.24533863365650177,
|
| 184 |
+
"block7_q_v_norm": 0.166303813457489,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.07394994795322418,
|
| 186 |
+
"block7_k_v_norm": 0.15906216204166412,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.20741534233093262,
|
| 188 |
+
"block7_v_v_norm": 0.14185982942581177,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.04622167348861694,
|
| 190 |
+
"block7_o_v_norm": 0.1490866094827652,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.23762249946594238,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.31081128120422363,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.07571470737457275,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.2703391909599304,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.23548568785190582,
|
| 196 |
+
"block11_q_v_norm": 0.16655777394771576,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.10895302891731262,
|
| 198 |
+
"block11_k_v_norm": 0.16154180467128754,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.19402021169662476,
|
| 200 |
+
"block11_v_v_norm": 0.15122200548648834,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.06431902199983597,
|
| 202 |
+
"block11_o_v_norm": 0.16243256628513336,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.24073319137096405,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.3260080814361572,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.10946613550186157,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2922612726688385,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.19063517451286316,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00031039092573337257,
|
| 209 |
+
"layer_1_sharpness": 0.004618598613888025,
|
| 210 |
+
"layer_2_sharpness": 0.000872578180860728,
|
| 211 |
+
"layer_3_sharpness": 0.0010611091274768114,
|
| 212 |
+
"layer_4_sharpness": 0.001254624337889254,
|
| 213 |
+
"layer_5_sharpness": 0.0011754522565752268,
|
| 214 |
+
"layer_6_sharpness": 0.0010792716639116406,
|
| 215 |
+
"layer_7_sharpness": 0.0014616015832871199,
|
| 216 |
+
"layer_8_sharpness": 0.002110488247126341,
|
| 217 |
+
"layer_9_sharpness": 0.0019273902289569378,
|
| 218 |
+
"layer_10_sharpness": 0.0012895941035822034,
|
| 219 |
+
"layer_11_sharpness": 0.0008512345957569778,
|
| 220 |
+
"layer_12_sharpness": 0.0022609462030231953,
|
| 221 |
+
"block0_q_sharpness": 0.0004329195071477443,
|
| 222 |
+
"block0_k_sharpness": 0.0005700053297914565,
|
| 223 |
+
"block0_v_sharpness": 0.0033846134319901466,
|
| 224 |
+
"block0_o_sharpness": 0.003931447397917509,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0008067158050835133,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0020893332548439503,
|
| 227 |
+
"block3_q_sharpness": 0.00043231784366071224,
|
| 228 |
+
"block3_k_sharpness": 0.0002750706044025719,
|
| 229 |
+
"block3_v_sharpness": 0.0013189137680456042,
|
| 230 |
+
"block3_o_sharpness": 0.001204463536851108,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002223229967057705,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0005290182307362556,
|
| 233 |
+
"block7_q_sharpness": 0.00013301653962116688,
|
| 234 |
+
"block7_k_sharpness": 0.0002491750638000667,
|
| 235 |
+
"block7_v_sharpness": 0.0037979602348059416,
|
| 236 |
+
"block7_o_sharpness": 0.0004303554887883365,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0006642394000664353,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0006670138682238758,
|
| 239 |
+
"block11_q_sharpness": 0.00014828125131316483,
|
| 240 |
+
"block11_k_sharpness": 0.0002512859646230936,
|
| 241 |
+
"block11_v_sharpness": 0.0009501139284111559,
|
| 242 |
+
"block11_o_sharpness": 0.00018717409693636,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0006032875389792025,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0025004527997225523,
|
| 245 |
+
"sum_layer_numerators": 0.0053844905291892935,
|
| 246 |
+
"block_diag_sharpness": 0.0016617053364934413,
|
| 247 |
+
"cross_layer_sharpness": 0.0069723264137683425
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_8000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.239332437515259,
|
| 3 |
+
"total_l1_linf_norm": 19937.388671875,
|
| 4 |
+
"total_spectral_norm": 2.239332675933838,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3290929794311523,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.34688788652420044,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.20713023841381073,
|
| 8 |
+
"layer_1_update_fnorm": 0.5179245471954346,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6694161891937256,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.09197982400655746,
|
| 11 |
+
"layer_2_update_fnorm": 0.5225201845169067,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5734072923660278,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08238666504621506,
|
| 14 |
+
"layer_3_update_fnorm": 0.5103384256362915,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.6216460466384888,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.0915047898888588,
|
| 17 |
+
"layer_4_update_fnorm": 0.508453369140625,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6321572065353394,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.09437932074069977,
|
| 20 |
+
"layer_5_update_fnorm": 0.48860329389572144,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.5835587978363037,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.09600367397069931,
|
| 23 |
+
"layer_6_update_fnorm": 0.5079250335693359,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6020209193229675,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.08146825432777405,
|
| 26 |
+
"layer_7_update_fnorm": 0.5164692401885986,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.6034979224205017,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07533226907253265,
|
| 29 |
+
"layer_8_update_fnorm": 0.5151152610778809,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.6174763441085815,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.0777755081653595,
|
| 32 |
+
"layer_9_update_fnorm": 0.524245023727417,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.558414101600647,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.06600348651409149,
|
| 35 |
+
"layer_10_update_fnorm": 0.5387802124023438,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5445584654808044,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.04718232899904251,
|
| 38 |
+
"layer_11_update_fnorm": 0.5489473938941956,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5872932076454163,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.05097603052854538,
|
| 41 |
+
"layer_12_update_fnorm": 0.5409377813339233,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5859153866767883,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.06866907328367233,
|
| 44 |
+
"block0_q_update_fnorm": 0.16057609021663666,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.2261267602443695,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.05726966634392738,
|
| 47 |
+
"block0_k_update_fnorm": 0.15964284539222717,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.24862107634544373,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.07006681710481644,
|
| 50 |
+
"block0_v_update_fnorm": 0.1533249020576477,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.17232626676559448,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.043631941080093384,
|
| 53 |
+
"block0_o_update_fnorm": 0.15354107320308685,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.16215497255325317,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03922969102859497,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.30630671977996826,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.16233395040035248,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.04794941842556,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.275552898645401,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6694161891937256,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.09197982400655746,
|
| 62 |
+
"block3_q_update_fnorm": 0.15898971259593964,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.18796470761299133,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.053773291409015656,
|
| 65 |
+
"block3_k_update_fnorm": 0.15235386788845062,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.2363671064376831,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.042939186096191406,
|
| 68 |
+
"block3_v_update_fnorm": 0.13167984783649445,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.16442739963531494,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.039847392588853836,
|
| 71 |
+
"block3_o_update_fnorm": 0.13593599200248718,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.15578940510749817,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04807182028889656,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.31805479526519775,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.21505165100097656,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06765615940093994,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.27000996470451355,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6321572065353394,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.09437932074069977,
|
| 80 |
+
"block7_q_update_fnorm": 0.1642778217792511,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15357406437397003,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.023325076326727867,
|
| 83 |
+
"block7_k_update_fnorm": 0.1583116352558136,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1603439599275589,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.02749217301607132,
|
| 86 |
+
"block7_v_update_fnorm": 0.14226743578910828,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.14168012142181396,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.027828844264149666,
|
| 89 |
+
"block7_o_update_fnorm": 0.14833559095859528,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.14164000749588013,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.026418283581733704,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.311533123254776,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.19968292117118835,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.044633615761995316,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27179011702537537,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.6174763441085815,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.0777755081653595,
|
| 98 |
+
"block11_q_update_fnorm": 0.16413447260856628,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.1550438404083252,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.023641666397452354,
|
| 101 |
+
"block11_k_update_fnorm": 0.15809397399425507,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.1659514456987381,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.02471950463950634,
|
| 104 |
+
"block11_v_update_fnorm": 0.1494785100221634,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1559446156024933,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.03329150006175041,
|
| 107 |
+
"block11_o_update_fnorm": 0.16176117956638336,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15937276184558868,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.037407130002975464,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.32650306820869446,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.18551293015480042,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.04604458436369896,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2922830581665039,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5859153866767883,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.06866907328367233,
|
| 116 |
+
"total_sharpness": 0.011369898915290833,
|
| 117 |
+
"block_total_sharpness": 0.016479259356856346,
|
| 118 |
+
"v_norm_block": 1.8022550344467163,
|
| 119 |
+
"v_T_H_v_block": 0.05352666601538658,
|
| 120 |
+
"v_norm": 2.239332437515259,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.06290304660797119,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.05967143550515175,
|
| 123 |
+
"g_hvp_norm": 0.4707460105419159,
|
| 124 |
+
"ip_v_neg_g_t": 0.06300195306539536,
|
| 125 |
+
"cos_v_neg_g_t": 0.06823854148387909,
|
| 126 |
+
"g_t_norm": 0.4122927784919739,
|
| 127 |
+
"g_norm": 0.4707460105419159,
|
| 128 |
+
"hv_norm": 0.9112300872802734,
|
| 129 |
+
"cos_v_hv": 0.02794133499264717,
|
| 130 |
+
"hg_norm": 10.733352661132812,
|
| 131 |
+
"cos_g_hg": 0.7480420470237732,
|
| 132 |
+
"v_parallel_norm": 0.006034183315932751,
|
| 133 |
+
"v_perp_norm": 2.2393245697021484,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3290929794311523,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.07479968667030334,
|
| 136 |
+
"layer_1_v_norm": 0.5179245471954346,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.14396606385707855,
|
| 138 |
+
"layer_2_v_norm": 0.5225201845169067,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.06285552680492401,
|
| 140 |
+
"layer_3_v_norm": 0.5103384256362915,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.048335134983062744,
|
| 142 |
+
"layer_4_v_norm": 0.508453369140625,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.05498838052153587,
|
| 144 |
+
"layer_5_v_norm": 0.48860329389572144,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.031976211816072464,
|
| 146 |
+
"layer_6_v_norm": 0.5079250335693359,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.05373923107981682,
|
| 148 |
+
"layer_7_v_norm": 0.5164692401885986,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.06083471700549126,
|
| 150 |
+
"layer_8_v_norm": 0.5151152610778809,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.053490448743104935,
|
| 152 |
+
"layer_9_v_norm": 0.524245023727417,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.05548163875937462,
|
| 154 |
+
"layer_10_v_norm": 0.5387802124023438,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.05974842980504036,
|
| 156 |
+
"layer_11_v_norm": 0.5489473938941956,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.07868940383195877,
|
| 158 |
+
"layer_12_v_norm": 0.5409377813339233,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11731705814599991,
|
| 160 |
+
"block0_q_v_norm": 0.16057609021663666,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.16423703730106354,
|
| 162 |
+
"block0_k_v_norm": 0.15964284539222717,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.15990909934043884,
|
| 164 |
+
"block0_v_v_norm": 0.1533249020576477,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.23807477951049805,
|
| 166 |
+
"block0_o_v_norm": 0.15354107320308685,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.1739368438720703,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.30630671977996826,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.095873162150383,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.275552898645401,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.1912626177072525,
|
| 172 |
+
"block3_q_v_norm": 0.15898971259593964,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.06786643713712692,
|
| 174 |
+
"block3_k_v_norm": 0.15235386788845062,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.0654856413602829,
|
| 176 |
+
"block3_v_v_norm": 0.13167984783649445,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.03813033923506737,
|
| 178 |
+
"block3_o_v_norm": 0.13593599200248718,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.19540627300739288,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.31805479526519775,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.05290136858820915,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.27000996470451355,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.24879002571105957,
|
| 184 |
+
"block7_q_v_norm": 0.1642778217792511,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.06966622918844223,
|
| 186 |
+
"block7_k_v_norm": 0.1583116352558136,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.20342318713665009,
|
| 188 |
+
"block7_v_v_norm": 0.14226743578910828,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.0441068671643734,
|
| 190 |
+
"block7_o_v_norm": 0.14833559095859528,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.238373801112175,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.311533123254776,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.07409163564443588,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27179011702537537,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.22872598469257355,
|
| 196 |
+
"block11_q_v_norm": 0.16413447260856628,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.11309618502855301,
|
| 198 |
+
"block11_k_v_norm": 0.15809397399425507,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.1911407858133316,
|
| 200 |
+
"block11_v_v_norm": 0.1494785100221634,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.0626642107963562,
|
| 202 |
+
"block11_o_v_norm": 0.16176117956638336,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.2427087128162384,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.32650306820869446,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.1180446445941925,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2922830581665039,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.18812553584575653,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0003064896445721388,
|
| 209 |
+
"layer_1_sharpness": 0.014980492182075977,
|
| 210 |
+
"layer_2_sharpness": 0.0050269304774701595,
|
| 211 |
+
"layer_3_sharpness": 0.0069819227792322636,
|
| 212 |
+
"layer_4_sharpness": 0.002009505173191428,
|
| 213 |
+
"layer_5_sharpness": 0.00106254022102803,
|
| 214 |
+
"layer_6_sharpness": 0.0014793627196922898,
|
| 215 |
+
"layer_7_sharpness": 0.001540562603622675,
|
| 216 |
+
"layer_8_sharpness": 0.002440114738419652,
|
| 217 |
+
"layer_9_sharpness": 0.002047164598479867,
|
| 218 |
+
"layer_10_sharpness": 0.001232766779139638,
|
| 219 |
+
"layer_11_sharpness": 0.0008983802399598062,
|
| 220 |
+
"layer_12_sharpness": 0.002276413841173053,
|
| 221 |
+
"block0_q_sharpness": 0.0035593758802860975,
|
| 222 |
+
"block0_k_sharpness": 0.00420516449958086,
|
| 223 |
+
"block0_v_sharpness": 0.004256066400557756,
|
| 224 |
+
"block0_o_sharpness": 0.00824874546378851,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0018162408377975225,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.004150169901549816,
|
| 227 |
+
"block3_q_sharpness": 0.00045400799717754126,
|
| 228 |
+
"block3_k_sharpness": 0.0009268241701647639,
|
| 229 |
+
"block3_v_sharpness": 0.001977574545890093,
|
| 230 |
+
"block3_o_sharpness": 0.001698267413303256,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002390270383330062,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0005514443037100136,
|
| 233 |
+
"block7_q_sharpness": 9.398839756613597e-05,
|
| 234 |
+
"block7_k_sharpness": 0.00015876258839853108,
|
| 235 |
+
"block7_v_sharpness": 0.004278277978301048,
|
| 236 |
+
"block7_o_sharpness": 0.00042402243707329035,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0006649391143582761,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0008271445985883474,
|
| 239 |
+
"block11_q_sharpness": 0.00011841316882055253,
|
| 240 |
+
"block11_k_sharpness": 0.00020571214554365724,
|
| 241 |
+
"block11_v_sharpness": 0.0007191430777311325,
|
| 242 |
+
"block11_o_sharpness": 0.00018026630277745426,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0005297131719999015,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0027039009146392345,
|
| 245 |
+
"sum_layer_numerators": 0.011279892234366125,
|
| 246 |
+
"block_diag_sharpness": 0.003472741490364873,
|
| 247 |
+
"cross_layer_sharpness": 0.013006517866491473
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_8500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 1.6822880506515503,
|
| 3 |
+
"total_l1_linf_norm": 14939.609375,
|
| 4 |
+
"total_spectral_norm": 1.6822881698608398,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.001554250717163,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.25634515285491943,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.15943066775798798,
|
| 8 |
+
"layer_1_update_fnorm": 0.38135382533073425,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.4685806334018707,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.06890540570020676,
|
| 11 |
+
"layer_2_update_fnorm": 0.3906959593296051,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.4578462541103363,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.06311655789613724,
|
| 14 |
+
"layer_3_update_fnorm": 0.3849216401576996,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.44720157980918884,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.06310418993234634,
|
| 17 |
+
"layer_4_update_fnorm": 0.38355520367622375,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.47941580414772034,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.07301556318998337,
|
| 20 |
+
"layer_5_update_fnorm": 0.3531073331832886,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.3999478816986084,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.05587342381477356,
|
| 23 |
+
"layer_6_update_fnorm": 0.3869282603263855,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.4731958210468292,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.06507362425327301,
|
| 26 |
+
"layer_7_update_fnorm": 0.3947799503803253,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.49474379420280457,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.06324946880340576,
|
| 29 |
+
"layer_8_update_fnorm": 0.3916889727115631,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.46664804220199585,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06002933159470558,
|
| 32 |
+
"layer_9_update_fnorm": 0.39727455377578735,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.4387500584125519,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.04887944832444191,
|
| 35 |
+
"layer_10_update_fnorm": 0.40483957529067993,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.4253767132759094,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.03776460140943527,
|
| 38 |
+
"layer_11_update_fnorm": 0.40749675035476685,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.4209071397781372,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.038499344140291214,
|
| 41 |
+
"layer_12_update_fnorm": 0.40272021293640137,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.44321250915527344,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.05390467494726181,
|
| 44 |
+
"block0_q_update_fnorm": 0.11665134876966476,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.14376899600028992,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.03865619748830795,
|
| 47 |
+
"block0_k_update_fnorm": 0.11611732095479965,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.14993324875831604,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.04704677686095238,
|
| 50 |
+
"block0_v_update_fnorm": 0.10893367230892181,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.12848317623138428,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.03310699015855789,
|
| 53 |
+
"block0_o_update_fnorm": 0.1047498807311058,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.11583711951971054,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.028973961248993874,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.22807058691978455,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.12285668402910233,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.03701934218406677,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.20834384858608246,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.4685806334018707,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.06890540570020676,
|
| 62 |
+
"block3_q_update_fnorm": 0.11581769585609436,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.1402129977941513,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.03774391859769821,
|
| 65 |
+
"block3_k_update_fnorm": 0.11110654473304749,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.15723127126693726,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.02913038432598114,
|
| 68 |
+
"block3_v_update_fnorm": 0.09822962433099747,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.11956700682640076,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.02929903380572796,
|
| 71 |
+
"block3_o_update_fnorm": 0.10165360569953918,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.1250647008419037,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.03432575985789299,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.24145497381687164,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.152406245470047,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.05247154459357262,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2073298990726471,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.47941580414772034,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.07301556318998337,
|
| 80 |
+
"block7_q_update_fnorm": 0.12349706143140793,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.11566068232059479,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.018033908680081367,
|
| 83 |
+
"block7_k_update_fnorm": 0.11989042907953262,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.12813802063465118,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.022088294848799706,
|
| 86 |
+
"block7_v_update_fnorm": 0.10827114433050156,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.11024323105812073,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.019118957221508026,
|
| 89 |
+
"block7_o_update_fnorm": 0.11134624481201172,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.10581859946250916,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.02015323005616665,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.23764905333518982,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.12533000111579895,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.03344946727156639,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.20765003561973572,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.46664804220199585,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06002933159470558,
|
| 98 |
+
"block11_q_update_fnorm": 0.12243331968784332,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.11993443965911865,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.017827864736318588,
|
| 101 |
+
"block11_k_update_fnorm": 0.11787857115268707,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.12643620371818542,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.01840197667479515,
|
| 104 |
+
"block11_v_update_fnorm": 0.10882225632667542,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.12250811606645584,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.022660935297608376,
|
| 107 |
+
"block11_o_update_fnorm": 0.11294827610254288,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.11509767174720764,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.024441631510853767,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.24340207874774933,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.13107353448867798,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.0360419861972332,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.22219304740428925,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.44321250915527344,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.05390467494726181,
|
| 116 |
+
"total_sharpness": 0.006736508570611477,
|
| 117 |
+
"block_total_sharpness": 0.00972321629524231,
|
| 118 |
+
"v_norm_block": 1.3516589403152466,
|
| 119 |
+
"v_T_H_v_block": 0.017764141783118248,
|
| 120 |
+
"v_norm": 1.6822880506515503,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.03927449509501457,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.056433290243148804,
|
| 123 |
+
"g_hvp_norm": 0.41368985176086426,
|
| 124 |
+
"ip_v_neg_g_t": 0.03945529833436012,
|
| 125 |
+
"cos_v_neg_g_t": 0.06777448207139969,
|
| 126 |
+
"g_t_norm": 0.3460499346256256,
|
| 127 |
+
"g_norm": 0.41368985176086426,
|
| 128 |
+
"hv_norm": 0.4735555648803711,
|
| 129 |
+
"cos_v_hv": 0.023931190371513367,
|
| 130 |
+
"hg_norm": 9.71248722076416,
|
| 131 |
+
"cos_g_hg": 0.6392011642456055,
|
| 132 |
+
"v_parallel_norm": 0.0052148462273180485,
|
| 133 |
+
"v_perp_norm": 1.6822799444198608,
|
| 134 |
+
"embed_lm_head_v_norm": 1.001554250717163,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.07506228983402252,
|
| 136 |
+
"layer_1_v_norm": 0.38135382533073425,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.11071882396936417,
|
| 138 |
+
"layer_2_v_norm": 0.3906959593296051,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.05739922448992729,
|
| 140 |
+
"layer_3_v_norm": 0.3849216401576996,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.04519254341721535,
|
| 142 |
+
"layer_4_v_norm": 0.38355520367622375,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.05213525891304016,
|
| 144 |
+
"layer_5_v_norm": 0.3531073331832886,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.02996540255844593,
|
| 146 |
+
"layer_6_v_norm": 0.3869282603263855,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.05147945508360863,
|
| 148 |
+
"layer_7_v_norm": 0.3947799503803253,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.055328212678432465,
|
| 150 |
+
"layer_8_v_norm": 0.3916889727115631,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.05100687965750694,
|
| 152 |
+
"layer_9_v_norm": 0.39727455377578735,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.053405117243528366,
|
| 154 |
+
"layer_10_v_norm": 0.40483957529067993,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.05551406368613243,
|
| 156 |
+
"layer_11_v_norm": 0.40749675035476685,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.07358335703611374,
|
| 158 |
+
"layer_12_v_norm": 0.40272021293640137,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.10080184787511826,
|
| 160 |
+
"block0_q_v_norm": 0.11665134876966476,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.15176407992839813,
|
| 162 |
+
"block0_k_v_norm": 0.11611732095479965,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.1237664520740509,
|
| 164 |
+
"block0_v_v_norm": 0.10893367230892181,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.18257905542850494,
|
| 166 |
+
"block0_o_v_norm": 0.1047498807311058,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.14173650741577148,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.22807058691978455,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.0774763822555542,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.20834384858608246,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.15764759480953217,
|
| 172 |
+
"block3_q_v_norm": 0.11581769585609436,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.0695665180683136,
|
| 174 |
+
"block3_k_v_norm": 0.11110654473304749,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.08105970174074173,
|
| 176 |
+
"block3_v_v_norm": 0.09822962433099747,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.031019099056720734,
|
| 178 |
+
"block3_o_v_norm": 0.10165360569953918,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.15831293165683746,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.24145497381687164,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.051564186811447144,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2073298990726471,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.21760821342468262,
|
| 184 |
+
"block7_q_v_norm": 0.12349706143140793,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.06520843505859375,
|
| 186 |
+
"block7_k_v_norm": 0.11989042907953262,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.20430606603622437,
|
| 188 |
+
"block7_v_v_norm": 0.10827114433050156,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.04029342904686928,
|
| 190 |
+
"block7_o_v_norm": 0.11134624481201172,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.22232845425605774,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.23764905333518982,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.06903126835823059,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.20765003561973572,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.21923667192459106,
|
| 196 |
+
"block11_q_v_norm": 0.12243331968784332,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.10066210478544235,
|
| 198 |
+
"block11_k_v_norm": 0.11787857115268707,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.17007380723953247,
|
| 200 |
+
"block11_v_v_norm": 0.10882225632667542,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.051857613027095795,
|
| 202 |
+
"block11_o_v_norm": 0.11294827610254288,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.21231526136398315,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.24340207874774933,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.09938959032297134,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.22219304740428925,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.15890206396579742,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0002824392286129296,
|
| 209 |
+
"layer_1_sharpness": 0.007874161936342716,
|
| 210 |
+
"layer_2_sharpness": 0.0015244893729686737,
|
| 211 |
+
"layer_3_sharpness": 0.0034800933208316565,
|
| 212 |
+
"layer_4_sharpness": 0.0013988661812618375,
|
| 213 |
+
"layer_5_sharpness": 0.0009497464634478092,
|
| 214 |
+
"layer_6_sharpness": 0.0012640103232115507,
|
| 215 |
+
"layer_7_sharpness": 0.0015496823471039534,
|
| 216 |
+
"layer_8_sharpness": 0.0020710062235593796,
|
| 217 |
+
"layer_9_sharpness": 0.001576836802996695,
|
| 218 |
+
"layer_10_sharpness": 0.0010598610388115048,
|
| 219 |
+
"layer_11_sharpness": 0.0007438647444359958,
|
| 220 |
+
"layer_12_sharpness": 0.0020896277856081724,
|
| 221 |
+
"block0_q_sharpness": 0.0008915775688365102,
|
| 222 |
+
"block0_k_sharpness": 0.0013568062568083405,
|
| 223 |
+
"block0_v_sharpness": 0.002455471782013774,
|
| 224 |
+
"block0_o_sharpness": 0.005244238767772913,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0017098435200750828,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0031430788803845644,
|
| 227 |
+
"block3_q_sharpness": 0.00037711620097979903,
|
| 228 |
+
"block3_k_sharpness": 0.00040838855784386396,
|
| 229 |
+
"block3_v_sharpness": 0.0015194022562354803,
|
| 230 |
+
"block3_o_sharpness": 0.0010194377973675728,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.00022921273193787783,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0006674493197351694,
|
| 233 |
+
"block7_q_sharpness": 9.991643310058862e-05,
|
| 234 |
+
"block7_k_sharpness": 0.00020008647697977722,
|
| 235 |
+
"block7_v_sharpness": 0.003848534543067217,
|
| 236 |
+
"block7_o_sharpness": 0.00038320038584060967,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0005812472081743181,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0007346308557316661,
|
| 239 |
+
"block11_q_sharpness": 8.573231025366113e-05,
|
| 240 |
+
"block11_k_sharpness": 0.0001602795091457665,
|
| 241 |
+
"block11_v_sharpness": 0.0006681057275272906,
|
| 242 |
+
"block11_o_sharpness": 0.00013900066551286727,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0005225603235885501,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.0026185940951108932,
|
| 245 |
+
"sum_layer_numerators": 0.003851179584783323,
|
| 246 |
+
"block_diag_sharpness": 0.0021079462275426365,
|
| 247 |
+
"cross_layer_sharpness": 0.007615270067699673
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_9000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 1.1622650623321533,
|
| 3 |
+
"total_l1_linf_norm": 10370.5576171875,
|
| 4 |
+
"total_spectral_norm": 1.1622650623321533,
|
| 5 |
+
"embed_lm_head_update_fnorm": 0.6715949773788452,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.18390381336212158,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.11274707317352295,
|
| 8 |
+
"layer_1_update_fnorm": 0.2733551263809204,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.3573863208293915,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.04920594394207001,
|
| 11 |
+
"layer_2_update_fnorm": 0.2727486491203308,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.31035375595092773,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.04343334585428238,
|
| 14 |
+
"layer_3_update_fnorm": 0.2702752947807312,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.3674887716770172,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.04716820642352104,
|
| 17 |
+
"layer_4_update_fnorm": 0.27060627937316895,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.36495447158813477,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.05389738455414772,
|
| 20 |
+
"layer_5_update_fnorm": 0.25188589096069336,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.29584604501724243,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.03898349031805992,
|
| 23 |
+
"layer_6_update_fnorm": 0.2707064151763916,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.3224865198135376,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.048434507101774216,
|
| 26 |
+
"layer_7_update_fnorm": 0.27361974120140076,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.33106958866119385,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.04590938612818718,
|
| 29 |
+
"layer_8_update_fnorm": 0.2723037004470825,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.32063519954681396,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.04509754106402397,
|
| 32 |
+
"layer_9_update_fnorm": 0.276415079832077,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.30534738302230835,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.039030980318784714,
|
| 35 |
+
"layer_10_update_fnorm": 0.2834092676639557,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.2944684326648712,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.027218669652938843,
|
| 38 |
+
"layer_11_update_fnorm": 0.2860298454761505,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.2934384346008301,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.026024416089057922,
|
| 41 |
+
"layer_12_update_fnorm": 0.2830972969532013,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.30545926094055176,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.035151075571775436,
|
| 44 |
+
"block0_q_update_fnorm": 0.08191672712564468,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.09602920711040497,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.026425667107105255,
|
| 47 |
+
"block0_k_update_fnorm": 0.0811946913599968,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.12862206995487213,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.03003081865608692,
|
| 50 |
+
"block0_v_update_fnorm": 0.07881147414445877,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.0882566049695015,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.020802125334739685,
|
| 53 |
+
"block0_o_update_fnorm": 0.08061777055263519,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.07626832276582718,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.015416967682540417,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.16125965118408203,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.08574120700359344,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.02347721718251705,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.15053962171077728,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.3573863208293915,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.04920594394207001,
|
| 62 |
+
"block3_q_update_fnorm": 0.08148042112588882,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.08771251142024994,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.024723265320062637,
|
| 65 |
+
"block3_k_update_fnorm": 0.0788082480430603,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.12369930744171143,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.022473391145467758,
|
| 68 |
+
"block3_v_update_fnorm": 0.07277894020080566,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.08473512530326843,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.01979571394622326,
|
| 71 |
+
"block3_o_update_fnorm": 0.07467246055603027,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.08542920649051666,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.024499356746673584,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.1663157045841217,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.10159970819950104,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.036660611629486084,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.14763200283050537,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.36495447158813477,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.05389738455414772,
|
| 80 |
+
"block7_q_update_fnorm": 0.0840272530913353,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.07866865396499634,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.011656560935080051,
|
| 83 |
+
"block7_k_update_fnorm": 0.08234303444623947,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.08189798146486282,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.014655771665275097,
|
| 86 |
+
"block7_v_update_fnorm": 0.07771888375282288,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.0796966403722763,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.013971028849482536,
|
| 89 |
+
"block7_o_update_fnorm": 0.07954294234514236,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.07455727458000183,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.013903427869081497,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.16317057609558105,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.08476953208446503,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.022291043773293495,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.14586038887500763,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.32063519954681396,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.04509754106402397,
|
| 98 |
+
"block11_q_update_fnorm": 0.08459091931581497,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.08053464442491531,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.012250314466655254,
|
| 101 |
+
"block11_k_update_fnorm": 0.08285285532474518,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.08836707472801208,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.013049308210611343,
|
| 104 |
+
"block11_v_update_fnorm": 0.07952955365180969,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.08554491400718689,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.016413399949669838,
|
| 107 |
+
"block11_o_update_fnorm": 0.0828973799943924,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.07984469830989838,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.017108680680394173,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.16876129806041718,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.09207232296466827,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.023881692439317703,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.15620815753936768,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.30545926094055176,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.035151075571775436,
|
| 116 |
+
"total_sharpness": 0.006929909810423851,
|
| 117 |
+
"block_total_sharpness": 0.009655226953327656,
|
| 118 |
+
"v_norm_block": 0.948588490486145,
|
| 119 |
+
"v_T_H_v_block": 0.00868796743452549,
|
| 120 |
+
"v_norm": 1.1622650623321533,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.026954753324389458,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.0606580451130867,
|
| 123 |
+
"g_hvp_norm": 0.382332980632782,
|
| 124 |
+
"ip_v_neg_g_t": 0.027300173416733742,
|
| 125 |
+
"cos_v_neg_g_t": 0.07527326047420502,
|
| 126 |
+
"g_t_norm": 0.3120466470718384,
|
| 127 |
+
"g_norm": 0.382332980632782,
|
| 128 |
+
"hv_norm": 0.33817341923713684,
|
| 129 |
+
"cos_v_hv": 0.023817339912056923,
|
| 130 |
+
"hg_norm": 8.696470260620117,
|
| 131 |
+
"cos_g_hg": 0.6225252747535706,
|
| 132 |
+
"v_parallel_norm": 0.0035907032433897257,
|
| 133 |
+
"v_perp_norm": 1.1622594594955444,
|
| 134 |
+
"embed_lm_head_v_norm": 0.6715949773788452,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09409377723932266,
|
| 136 |
+
"layer_1_v_norm": 0.2733551263809204,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.11825385689735413,
|
| 138 |
+
"layer_2_v_norm": 0.2727486491203308,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.06808720529079437,
|
| 140 |
+
"layer_3_v_norm": 0.2702752947807312,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.04770640283823013,
|
| 142 |
+
"layer_4_v_norm": 0.27060627937316895,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.05521151423454285,
|
| 144 |
+
"layer_5_v_norm": 0.25188589096069336,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.027598733082413673,
|
| 146 |
+
"layer_6_v_norm": 0.2707064151763916,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.0505809411406517,
|
| 148 |
+
"layer_7_v_norm": 0.27361974120140076,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.05740693584084511,
|
| 150 |
+
"layer_8_v_norm": 0.2723037004470825,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.05321139469742775,
|
| 152 |
+
"layer_9_v_norm": 0.276415079832077,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.05785287171602249,
|
| 154 |
+
"layer_10_v_norm": 0.2834092676639557,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.06056525930762291,
|
| 156 |
+
"layer_11_v_norm": 0.2860298454761505,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.08215362578630447,
|
| 158 |
+
"layer_12_v_norm": 0.2830972969532013,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.12000975012779236,
|
| 160 |
+
"block0_q_v_norm": 0.08191672712564468,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.16155733168125153,
|
| 162 |
+
"block0_k_v_norm": 0.0811946913599968,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.1521829515695572,
|
| 164 |
+
"block0_v_v_norm": 0.07881147414445877,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.20064517855644226,
|
| 166 |
+
"block0_o_v_norm": 0.08061777055263519,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.1398671567440033,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.16125965118408203,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.0847257450222969,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.15053962171077728,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.16868597269058228,
|
| 172 |
+
"block3_q_v_norm": 0.08148042112588882,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.07047142833471298,
|
| 174 |
+
"block3_k_v_norm": 0.0788082480430603,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.10659003257751465,
|
| 176 |
+
"block3_v_v_norm": 0.07277894020080566,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.03373337909579277,
|
| 178 |
+
"block3_o_v_norm": 0.07467246055603027,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.14778423309326172,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.1663157045841217,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.05835936591029167,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.14763200283050537,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2234845608472824,
|
| 184 |
+
"block7_q_v_norm": 0.0840272530913353,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.06451234221458435,
|
| 186 |
+
"block7_k_v_norm": 0.08234303444623947,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.19842003285884857,
|
| 188 |
+
"block7_v_v_norm": 0.07771888375282288,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.04166451469063759,
|
| 190 |
+
"block7_o_v_norm": 0.07954294234514236,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.22446295619010925,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.16317057609558105,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.0721806064248085,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.14586038887500763,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.21815696358680725,
|
| 196 |
+
"block11_q_v_norm": 0.08459091931581497,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.10546978563070297,
|
| 198 |
+
"block11_k_v_norm": 0.08285285532474518,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.18775568902492523,
|
| 200 |
+
"block11_v_v_norm": 0.07952955365180969,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.06410802155733109,
|
| 202 |
+
"block11_o_v_norm": 0.0828973799943924,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.22437050938606262,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.16876129806041718,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.12091358751058578,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.15620815753936768,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.1852533370256424,
|
| 208 |
+
"embed_lm_head_sharpness": 0.00035778540768660605,
|
| 209 |
+
"layer_1_sharpness": 0.007256706245243549,
|
| 210 |
+
"layer_2_sharpness": 0.0006509823142550886,
|
| 211 |
+
"layer_3_sharpness": 0.0015103727346286178,
|
| 212 |
+
"layer_4_sharpness": 0.0013553902972489595,
|
| 213 |
+
"layer_5_sharpness": 0.0010898271575570107,
|
| 214 |
+
"layer_6_sharpness": 0.0015050388174131513,
|
| 215 |
+
"layer_7_sharpness": 0.0016704121371731162,
|
| 216 |
+
"layer_8_sharpness": 0.0029645697213709354,
|
| 217 |
+
"layer_9_sharpness": 0.002383702900260687,
|
| 218 |
+
"layer_10_sharpness": 0.0013436480658128858,
|
| 219 |
+
"layer_11_sharpness": 0.0009930568048730493,
|
| 220 |
+
"layer_12_sharpness": 0.0021804883144795895,
|
| 221 |
+
"block0_q_sharpness": 0.0010914037702605128,
|
| 222 |
+
"block0_k_sharpness": 0.0015440924325957894,
|
| 223 |
+
"block0_v_sharpness": 0.015528765507042408,
|
| 224 |
+
"block0_o_sharpness": 0.00450086360797286,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0011116459500044584,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0020778558682650328,
|
| 227 |
+
"block3_q_sharpness": 0.0002725758240558207,
|
| 228 |
+
"block3_k_sharpness": 0.00022734900994691998,
|
| 229 |
+
"block3_v_sharpness": 0.0023237441200762987,
|
| 230 |
+
"block3_o_sharpness": 0.000919972313567996,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002626907080411911,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0006964269559830427,
|
| 233 |
+
"block7_q_sharpness": 0.00010386922076577321,
|
| 234 |
+
"block7_k_sharpness": 0.00020805778331123292,
|
| 235 |
+
"block7_v_sharpness": 0.005155529826879501,
|
| 236 |
+
"block7_o_sharpness": 0.00042284882511012256,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0007275537354871631,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.001243926933966577,
|
| 239 |
+
"block11_q_sharpness": 0.0001446065871277824,
|
| 240 |
+
"block11_k_sharpness": 0.0002576127590145916,
|
| 241 |
+
"block11_v_sharpness": 0.0008584187598899007,
|
| 242 |
+
"block11_o_sharpness": 0.00013885887165088207,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0005590180517174304,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.002413481706753373,
|
| 245 |
+
"sum_layer_numerators": 0.001870621230717869,
|
| 246 |
+
"block_diag_sharpness": 0.0020788835237585722,
|
| 247 |
+
"cross_layer_sharpness": 0.007576343429569084
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/sharpness_step_9500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 0.5928014516830444,
|
| 3 |
+
"total_l1_linf_norm": 5299.48974609375,
|
| 4 |
+
"total_spectral_norm": 0.592801570892334,
|
| 5 |
+
"embed_lm_head_update_fnorm": 0.33742353320121765,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.0928402990102768,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.06066637858748436,
|
| 8 |
+
"layer_1_update_fnorm": 0.14066468179225922,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.1884191930294037,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.025533225387334824,
|
| 11 |
+
"layer_2_update_fnorm": 0.141005277633667,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.16152170300483704,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.022863904014229774,
|
| 14 |
+
"layer_3_update_fnorm": 0.13983066380023956,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.2061886191368103,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.026839690282940865,
|
| 17 |
+
"layer_4_update_fnorm": 0.1399233639240265,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.20372945070266724,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.029586059972643852,
|
| 20 |
+
"layer_5_update_fnorm": 0.13050638139247894,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.1598363071680069,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.023088088259100914,
|
| 23 |
+
"layer_6_update_fnorm": 0.13907380402088165,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.18642453849315643,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.028286999091506004,
|
| 26 |
+
"layer_7_update_fnorm": 0.14044955372810364,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.1771598756313324,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.02676801197230816,
|
| 29 |
+
"layer_8_update_fnorm": 0.13951347768306732,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.17495381832122803,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.025149565190076828,
|
| 32 |
+
"layer_9_update_fnorm": 0.14178171753883362,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.16041947901248932,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.020750952884554863,
|
| 35 |
+
"layer_10_update_fnorm": 0.14447163045406342,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.16013725101947784,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.015633219853043556,
|
| 38 |
+
"layer_11_update_fnorm": 0.145766019821167,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.15638746321201324,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.01364141795784235,
|
| 41 |
+
"layer_12_update_fnorm": 0.14482223987579346,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.1639460176229477,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.019671211019158363,
|
| 44 |
+
"block0_q_update_fnorm": 0.04159422218799591,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.04495315998792648,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.011563483625650406,
|
| 47 |
+
"block0_k_update_fnorm": 0.041286252439022064,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.048000484704971313,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.01327197253704071,
|
| 50 |
+
"block0_v_update_fnorm": 0.0406484454870224,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.044993992894887924,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.01128465961664915,
|
| 53 |
+
"block0_o_update_fnorm": 0.04179103672504425,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.03937836363911629,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.008755038492381573,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.08257532119750977,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.04173588752746582,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.012951944023370743,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.07824540138244629,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.1884191930294037,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.025533225387334824,
|
| 62 |
+
"block3_q_update_fnorm": 0.04187452420592308,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.04457494616508484,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.011578277684748173,
|
| 65 |
+
"block3_k_update_fnorm": 0.0416693277657032,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.07506893575191498,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.011236184276640415,
|
| 68 |
+
"block3_v_update_fnorm": 0.03874913975596428,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.05908220261335373,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.010759311728179455,
|
| 71 |
+
"block3_o_update_fnorm": 0.03981020674109459,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.04372875392436981,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.01205684244632721,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.0840553492307663,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.04828837886452675,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.017653899267315865,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.07696299999952316,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.20372945070266724,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.029586059972643852,
|
| 80 |
+
"block7_q_update_fnorm": 0.042915359139442444,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.05659886449575424,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.007629341911524534,
|
| 83 |
+
"block7_k_update_fnorm": 0.04232913255691528,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.05093034729361534,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.009175805374979973,
|
| 86 |
+
"block7_v_update_fnorm": 0.04008999466896057,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.03870140761137009,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.006418501492589712,
|
| 89 |
+
"block7_o_update_fnorm": 0.040834903717041016,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.03731385990977287,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.00636078417301178,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.08332206308841705,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.04914003238081932,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.011172297410666943,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.07484374940395355,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.17495381832122803,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.025149565190076828,
|
| 98 |
+
"block11_q_update_fnorm": 0.042698126286268234,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.040422793477773666,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.006181136704981327,
|
| 101 |
+
"block11_k_update_fnorm": 0.041930850595235825,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.04250394552946091,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.006733660586178303,
|
| 104 |
+
"block11_v_update_fnorm": 0.04119592905044556,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.04564693942666054,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.00792588572949171,
|
| 107 |
+
"block11_o_update_fnorm": 0.04225955903530121,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.04090742766857147,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.008633103221654892,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.08525851368904114,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.045618582516908646,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.011913330294191837,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.08140729367733002,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.1639460176229477,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.019671211019158363,
|
| 116 |
+
"total_sharpness": 0.007468595635145903,
|
| 117 |
+
"block_total_sharpness": 0.010180821642279625,
|
| 118 |
+
"v_norm_block": 0.4874003231525421,
|
| 119 |
+
"v_T_H_v_block": 0.0024185467045754194,
|
| 120 |
+
"v_norm": 0.5928014516830444,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.013044234365224838,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.060313038527965546,
|
| 123 |
+
"g_hvp_norm": 0.36483636498451233,
|
| 124 |
+
"ip_v_neg_g_t": 0.013144233264029026,
|
| 125 |
+
"cos_v_neg_g_t": 0.08539792895317078,
|
| 126 |
+
"g_t_norm": 0.2596442401409149,
|
| 127 |
+
"g_norm": 0.36483636498451233,
|
| 128 |
+
"hv_norm": 0.1825777292251587,
|
| 129 |
+
"cos_v_hv": 0.024249367415905,
|
| 130 |
+
"hg_norm": 12.059364318847656,
|
| 131 |
+
"cos_g_hg": 0.6204853653907776,
|
| 132 |
+
"v_parallel_norm": 0.0017670998349785805,
|
| 133 |
+
"v_perp_norm": 0.5927988290786743,
|
| 134 |
+
"embed_lm_head_v_norm": 0.33742353320121765,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09781795740127563,
|
| 136 |
+
"layer_1_v_norm": 0.14066468179225922,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.10572747886180878,
|
| 138 |
+
"layer_2_v_norm": 0.141005277633667,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.06321536004543304,
|
| 140 |
+
"layer_3_v_norm": 0.13983066380023956,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.0466277040541172,
|
| 142 |
+
"layer_4_v_norm": 0.1399233639240265,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.053013671189546585,
|
| 144 |
+
"layer_5_v_norm": 0.13050638139247894,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.02966947853565216,
|
| 146 |
+
"layer_6_v_norm": 0.13907380402088165,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.04982703551650047,
|
| 148 |
+
"layer_7_v_norm": 0.14044955372810364,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.056357692927122116,
|
| 150 |
+
"layer_8_v_norm": 0.13951347768306732,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.053361374884843826,
|
| 152 |
+
"layer_9_v_norm": 0.14178171753883362,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.056788671761751175,
|
| 154 |
+
"layer_10_v_norm": 0.14447163045406342,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.06303365528583527,
|
| 156 |
+
"layer_11_v_norm": 0.145766019821167,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.08403291553258896,
|
| 158 |
+
"layer_12_v_norm": 0.14482223987579346,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.11159864813089371,
|
| 160 |
+
"block0_q_v_norm": 0.04159422218799591,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.12237262725830078,
|
| 162 |
+
"block0_k_v_norm": 0.041286252439022064,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.12196839600801468,
|
| 164 |
+
"block0_v_v_norm": 0.0406484454870224,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.2000463455915451,
|
| 166 |
+
"block0_o_v_norm": 0.04179103672504425,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.13284356892108917,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.08257532119750977,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.07269106060266495,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.07824540138244629,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.15005356073379517,
|
| 172 |
+
"block3_q_v_norm": 0.04187452420592308,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.06881318986415863,
|
| 174 |
+
"block3_k_v_norm": 0.0416693277657032,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.11226914077997208,
|
| 176 |
+
"block3_v_v_norm": 0.03874913975596428,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.03308277577161789,
|
| 178 |
+
"block3_o_v_norm": 0.03981020674109459,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.13620826601982117,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.0840553492307663,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.05329831317067146,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.07696299999952316,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.2084815502166748,
|
| 184 |
+
"block7_q_v_norm": 0.042915359139442444,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.0664043202996254,
|
| 186 |
+
"block7_k_v_norm": 0.04232913255691528,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.20935499668121338,
|
| 188 |
+
"block7_v_v_norm": 0.04008999466896057,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.03689294680953026,
|
| 190 |
+
"block7_o_v_norm": 0.040834903717041016,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.21043753623962402,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.08332206308841705,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.06793684512376785,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.07484374940395355,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.1957036405801773,
|
| 196 |
+
"block11_q_v_norm": 0.042698126286268234,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.10323326289653778,
|
| 198 |
+
"block11_k_v_norm": 0.041930850595235825,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.17973031103610992,
|
| 200 |
+
"block11_v_v_norm": 0.04119592905044556,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.056960128247737885,
|
| 202 |
+
"block11_o_v_norm": 0.04225955903530121,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.2122892141342163,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.08525851368904114,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.11363909393548965,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.08140729367733002,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.16134780645370483,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0003875101392623037,
|
| 209 |
+
"layer_1_sharpness": 0.004110365640372038,
|
| 210 |
+
"layer_2_sharpness": 0.000792167556937784,
|
| 211 |
+
"layer_3_sharpness": 0.0017009280854836106,
|
| 212 |
+
"layer_4_sharpness": 0.0015598838217556477,
|
| 213 |
+
"layer_5_sharpness": 0.0010765277547761798,
|
| 214 |
+
"layer_6_sharpness": 0.001974354963749647,
|
| 215 |
+
"layer_7_sharpness": 0.0021516892593353987,
|
| 216 |
+
"layer_8_sharpness": 0.003253562841564417,
|
| 217 |
+
"layer_9_sharpness": 0.002868980634957552,
|
| 218 |
+
"layer_10_sharpness": 0.0013485009549185634,
|
| 219 |
+
"layer_11_sharpness": 0.0009954386623576283,
|
| 220 |
+
"layer_12_sharpness": 0.002622192492708564,
|
| 221 |
+
"block0_q_sharpness": 0.00026863455423153937,
|
| 222 |
+
"block0_k_sharpness": 0.00032879802165552974,
|
| 223 |
+
"block0_v_sharpness": 0.0018863372970372438,
|
| 224 |
+
"block0_o_sharpness": 0.0038240966387093067,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0009774810168892145,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0020766437519341707,
|
| 227 |
+
"block3_q_sharpness": 0.00034030419192276895,
|
| 228 |
+
"block3_k_sharpness": 0.00040155748138204217,
|
| 229 |
+
"block3_v_sharpness": 0.0023085095454007387,
|
| 230 |
+
"block3_o_sharpness": 0.0009290043963119388,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0002356370387133211,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0006827478064224124,
|
| 233 |
+
"block7_q_sharpness": 0.0002114160160999745,
|
| 234 |
+
"block7_k_sharpness": 0.0005370924482122064,
|
| 235 |
+
"block7_v_sharpness": 0.004478704184293747,
|
| 236 |
+
"block7_o_sharpness": 0.0004069302522111684,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0008004934643395245,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0014285588404163718,
|
| 239 |
+
"block11_q_sharpness": 0.00013030358240939677,
|
| 240 |
+
"block11_k_sharpness": 0.00022080165217630565,
|
| 241 |
+
"block11_v_sharpness": 0.0008227814687415957,
|
| 242 |
+
"block11_o_sharpness": 0.0001472587900934741,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0006717471405863762,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.003213485237210989,
|
| 245 |
+
"sum_layer_numerators": 0.00048513792001723125,
|
| 246 |
+
"block_diag_sharpness": 0.0020421780140305653,
|
| 247 |
+
"cross_layer_sharpness": 0.00813864362824906
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_43_9247462f-938d-4579-98a0-3df93b0b43b5/training_log.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/config.json
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cli_args": {
|
| 3 |
+
"input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
|
| 4 |
+
"input_val_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
|
| 5 |
+
"output_dir": "/home/aiops/zhangfz/MUON_sharpness/logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand",
|
| 6 |
+
"model": "d12",
|
| 7 |
+
"batch_size": 4,
|
| 8 |
+
"sequence_length": 1024,
|
| 9 |
+
"total_batch_size": 524288,
|
| 10 |
+
"num_iterations": 10000,
|
| 11 |
+
"inference_only": 0,
|
| 12 |
+
"adam_lr": 0.001,
|
| 13 |
+
"warmup_iters": 700,
|
| 14 |
+
"lr_decay_frac": 0.0,
|
| 15 |
+
"weight_decay": 0.0,
|
| 16 |
+
"grad_clip": 10000.0,
|
| 17 |
+
"val_loss_every": 250,
|
| 18 |
+
"val_max_steps": 20,
|
| 19 |
+
"sample_every": 0,
|
| 20 |
+
"overfit_single_batch": 0,
|
| 21 |
+
"shuffle_files": false,
|
| 22 |
+
"tensorcores": 1,
|
| 23 |
+
"device": "",
|
| 24 |
+
"compile": 1,
|
| 25 |
+
"flash": 1,
|
| 26 |
+
"dtype": "bfloat16",
|
| 27 |
+
"zero_stage": 1,
|
| 28 |
+
"optimizer": "adam",
|
| 29 |
+
"muon_lr": 0.01,
|
| 30 |
+
"muon_momentum": 0.95,
|
| 31 |
+
"muon_weight_decay": 0.0,
|
| 32 |
+
"muon_ns_steps": 5,
|
| 33 |
+
"muon_nesterov": false,
|
| 34 |
+
"write_tensors": 0,
|
| 35 |
+
"seed": 44,
|
| 36 |
+
"analyze_sharpness": true,
|
| 37 |
+
"sharpness_analysis_interval": 500
|
| 38 |
+
},
|
| 39 |
+
"run_uuid": "fe0d9eca-b018-449e-b653-7a6df05f9f35",
|
| 40 |
+
"script_code_logged_at_start": true
|
| 41 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/sharpness_step_1000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.030935764312744,
|
| 3 |
+
"total_l1_linf_norm": 17793.953125,
|
| 4 |
+
"total_spectral_norm": 2.030935764312744,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.31709885597229,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.34091392159461975,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.30408185720443726,
|
| 8 |
+
"layer_1_update_fnorm": 0.422628253698349,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6104272603988647,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.1352464109659195,
|
| 11 |
+
"layer_2_update_fnorm": 0.3904866874217987,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.7050285339355469,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.11257540434598923,
|
| 14 |
+
"layer_3_update_fnorm": 0.4027199447154999,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5911204218864441,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.09826062619686127,
|
| 17 |
+
"layer_4_update_fnorm": 0.42168888449668884,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6699674725532532,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.10724032670259476,
|
| 20 |
+
"layer_5_update_fnorm": 0.4110022485256195,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.6395652890205383,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.10445073992013931,
|
| 23 |
+
"layer_6_update_fnorm": 0.46581414341926575,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6776471734046936,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.10681729763746262,
|
| 26 |
+
"layer_7_update_fnorm": 0.4804907739162445,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.764862060546875,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.11589877307415009,
|
| 29 |
+
"layer_8_update_fnorm": 0.45732247829437256,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5430935025215149,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.0813683494925499,
|
| 32 |
+
"layer_9_update_fnorm": 0.472638338804245,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5325452089309692,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.08685072511434555,
|
| 35 |
+
"layer_10_update_fnorm": 0.4840106666088104,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5383658409118652,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.08469714224338531,
|
| 38 |
+
"layer_11_update_fnorm": 0.48018214106559753,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.538316547870636,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.08882305026054382,
|
| 41 |
+
"layer_12_update_fnorm": 0.4524402618408203,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5374637842178345,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.09413214772939682,
|
| 44 |
+
"block0_q_update_fnorm": 0.16624298691749573,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.3165402412414551,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.1352464109659195,
|
| 47 |
+
"block0_k_update_fnorm": 0.15245546400547028,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.39201411604881287,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.12862041592597961,
|
| 50 |
+
"block0_v_update_fnorm": 0.138065367937088,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.33194661140441895,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.10739949345588684,
|
| 53 |
+
"block0_o_update_fnorm": 0.1436740905046463,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.16792795062065125,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.06994539499282837,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.22296002507209778,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.17200447618961334,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.07098366320133209,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.1953994631767273,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6104272603988647,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.09069451689720154,
|
| 62 |
+
"block3_q_update_fnorm": 0.1354699432849884,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.19971269369125366,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.06527107208967209,
|
| 65 |
+
"block3_k_update_fnorm": 0.12036724388599396,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.2416558712720871,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.05175856128334999,
|
| 68 |
+
"block3_v_update_fnorm": 0.11661361157894135,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.20054543018341064,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.05473614111542702,
|
| 71 |
+
"block3_o_update_fnorm": 0.1291286051273346,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.16351322829723358,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.05980395898222923,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.2634085714817047,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.19819054007530212,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.08246305584907532,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.21266283094882965,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6699674725532532,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.10724032670259476,
|
| 80 |
+
"block7_q_update_fnorm": 0.15449829399585724,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.20737063884735107,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.05300735682249069,
|
| 83 |
+
"block7_k_update_fnorm": 0.12969134747982025,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.20432934165000916,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.03435470536351204,
|
| 86 |
+
"block7_v_update_fnorm": 0.13531897962093353,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.18678709864616394,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.06943106651306152,
|
| 89 |
+
"block7_o_update_fnorm": 0.14854560792446136,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.2030404806137085,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.06693528592586517,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.26136526465415955,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.18517497181892395,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.08008790761232376,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.244249626994133,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5430935025215149,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.0813683494925499,
|
| 98 |
+
"block11_q_update_fnorm": 0.12859809398651123,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16216248273849487,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.04858144000172615,
|
| 101 |
+
"block11_k_update_fnorm": 0.10665050894021988,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.2057446539402008,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.029283760115504265,
|
| 104 |
+
"block11_v_update_fnorm": 0.12527726590633392,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.16363167762756348,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.05768982321023941,
|
| 107 |
+
"block11_o_update_fnorm": 0.1657717227935791,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.19606006145477295,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.0804181694984436,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.2601473927497864,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.18894043564796448,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.08239714056253433,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2566596269607544,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5374637842178345,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.09413214772939682,
|
| 116 |
+
"total_sharpness": 0.09651963412761688,
|
| 117 |
+
"block_total_sharpness": 0.16024352610111237,
|
| 118 |
+
"v_norm_block": 1.5459465980529785,
|
| 119 |
+
"v_T_H_v_block": 0.38297417759895325,
|
| 120 |
+
"v_norm": 2.030935764312744,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.19015182554721832,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.16343986988067627,
|
| 123 |
+
"g_hvp_norm": 0.5728570818901062,
|
| 124 |
+
"ip_v_neg_g_t": 0.1908387541770935,
|
| 125 |
+
"cos_v_neg_g_t": 0.17338287830352783,
|
| 126 |
+
"g_t_norm": 0.5419561862945557,
|
| 127 |
+
"g_norm": 0.5728570818901062,
|
| 128 |
+
"hv_norm": 1.3408076763153076,
|
| 129 |
+
"cos_v_hv": 0.1461993157863617,
|
| 130 |
+
"hg_norm": 5.5728864669799805,
|
| 131 |
+
"cos_g_hg": 0.5709128975868225,
|
| 132 |
+
"v_parallel_norm": 0.011580790393054485,
|
| 133 |
+
"v_perp_norm": 2.030902862548828,
|
| 134 |
+
"embed_lm_head_v_norm": 1.31709885597229,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08517835289239883,
|
| 136 |
+
"layer_1_v_norm": 0.422628253698349,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.24991373717784882,
|
| 138 |
+
"layer_2_v_norm": 0.3904866874217987,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.2123994529247284,
|
| 140 |
+
"layer_3_v_norm": 0.40271997451782227,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.2231203019618988,
|
| 142 |
+
"layer_4_v_norm": 0.42168888449668884,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.21090056002140045,
|
| 144 |
+
"layer_5_v_norm": 0.4110022485256195,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.18393942713737488,
|
| 146 |
+
"layer_6_v_norm": 0.46581414341926575,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.1901058405637741,
|
| 148 |
+
"layer_7_v_norm": 0.4804907739162445,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.21999278664588928,
|
| 150 |
+
"layer_8_v_norm": 0.45732250809669495,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.2268599420785904,
|
| 152 |
+
"layer_9_v_norm": 0.472638338804245,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.2235388457775116,
|
| 154 |
+
"layer_10_v_norm": 0.4840106666088104,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.2417246550321579,
|
| 156 |
+
"layer_11_v_norm": 0.4801821708679199,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.26425692439079285,
|
| 158 |
+
"layer_12_v_norm": 0.4524402618408203,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.2681771218776703,
|
| 160 |
+
"block0_q_v_norm": 0.16624298691749573,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.36986133456230164,
|
| 162 |
+
"block0_k_v_norm": 0.15245546400547028,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.30957138538360596,
|
| 164 |
+
"block0_v_v_norm": 0.138065367937088,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.4135306179523468,
|
| 166 |
+
"block0_o_v_norm": 0.1436740905046463,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.3760342597961426,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.22296002507209778,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.3480137288570404,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.1953994631767273,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.37382829189300537,
|
| 172 |
+
"block3_q_v_norm": 0.1354699432849884,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.15054121613502502,
|
| 174 |
+
"block3_k_v_norm": 0.12036724388599396,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.2560933232307434,
|
| 176 |
+
"block3_v_v_norm": 0.11661361157894135,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.1960398107767105,
|
| 178 |
+
"block3_o_v_norm": 0.1291286051273346,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.3067525327205658,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.2634085714817047,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.21391814947128296,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.21266283094882965,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.3806459605693817,
|
| 184 |
+
"block7_q_v_norm": 0.15449829399585724,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.2196052223443985,
|
| 186 |
+
"block7_k_v_norm": 0.12969134747982025,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.32757946848869324,
|
| 188 |
+
"block7_v_v_norm": 0.13531897962093353,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.2631908357143402,
|
| 190 |
+
"block7_o_v_norm": 0.14854560792446136,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.3662581443786621,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.26136526465415955,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.26764747500419617,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.244249626994133,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.34138035774230957,
|
| 196 |
+
"block11_q_v_norm": 0.12859809398651123,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.24698258936405182,
|
| 198 |
+
"block11_k_v_norm": 0.10665050894021988,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.21176426112651825,
|
| 200 |
+
"block11_v_v_norm": 0.12527726590633392,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.26291558146476746,
|
| 202 |
+
"block11_o_v_norm": 0.1657717227935791,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.3367842733860016,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.2601473927497864,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.30633050203323364,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2566596269607544,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.29746949672698975,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0006176974275149405,
|
| 209 |
+
"layer_1_sharpness": 0.09172821789979935,
|
| 210 |
+
"layer_2_sharpness": 0.011109501123428345,
|
| 211 |
+
"layer_3_sharpness": 0.01412394642829895,
|
| 212 |
+
"layer_4_sharpness": 0.019063511863350868,
|
| 213 |
+
"layer_5_sharpness": 0.030502812936902046,
|
| 214 |
+
"layer_6_sharpness": 0.02705666795372963,
|
| 215 |
+
"layer_7_sharpness": 0.026466967537999153,
|
| 216 |
+
"layer_8_sharpness": 0.019395673647522926,
|
| 217 |
+
"layer_9_sharpness": 0.013853001408278942,
|
| 218 |
+
"layer_10_sharpness": 0.008649973198771477,
|
| 219 |
+
"layer_11_sharpness": 0.0059482986107468605,
|
| 220 |
+
"layer_12_sharpness": 0.011241555213928223,
|
| 221 |
+
"block0_q_sharpness": 0.056575920432806015,
|
| 222 |
+
"block0_k_sharpness": 0.024568406865000725,
|
| 223 |
+
"block0_v_sharpness": 0.11568236351013184,
|
| 224 |
+
"block0_o_sharpness": 0.076896071434021,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.012749340385198593,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.04033747315406799,
|
| 227 |
+
"block3_q_sharpness": 0.008922905661165714,
|
| 228 |
+
"block3_k_sharpness": 0.005507661961019039,
|
| 229 |
+
"block3_v_sharpness": 0.012726681306958199,
|
| 230 |
+
"block3_o_sharpness": 0.004994307644665241,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0024472931399941444,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.006154325790703297,
|
| 233 |
+
"block7_q_sharpness": 0.0015161654446274042,
|
| 234 |
+
"block7_k_sharpness": 0.013214249163866043,
|
| 235 |
+
"block7_v_sharpness": 0.03083106316626072,
|
| 236 |
+
"block7_o_sharpness": 0.008664623834192753,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.002705948892980814,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0033227386884391308,
|
| 239 |
+
"block11_q_sharpness": 0.0011323534417897463,
|
| 240 |
+
"block11_k_sharpness": 0.0010168984299525619,
|
| 241 |
+
"block11_v_sharpness": 0.005780480802059174,
|
| 242 |
+
"block11_o_sharpness": 0.0016532223671674728,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.00446226866915822,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.006016593426465988,
|
| 245 |
+
"sum_layer_numerators": 0.05374263283414252,
|
| 246 |
+
"block_diag_sharpness": 0.02248691937278843,
|
| 247 |
+
"cross_layer_sharpness": 0.13775660672832393
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/sharpness_step_10000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 0.0012983990600332618,
|
| 3 |
+
"total_l1_linf_norm": 11.65544319152832,
|
| 4 |
+
"total_spectral_norm": 0.0012983990600332618,
|
| 5 |
+
"embed_lm_head_update_fnorm": 0.0006859009736217558,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.00019105699902866036,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.0001385612995363772,
|
| 8 |
+
"layer_1_update_fnorm": 0.0003121714398730546,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.0004475296591408551,
|
| 10 |
+
"layer_1_max_spectral_norm": 7.419666508212686e-05,
|
| 11 |
+
"layer_2_update_fnorm": 0.0003167507820762694,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.0004011758719570935,
|
| 13 |
+
"layer_2_max_spectral_norm": 7.858997560106218e-05,
|
| 14 |
+
"layer_3_update_fnorm": 0.0003186461399309337,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.0005096385721117258,
|
| 16 |
+
"layer_3_max_spectral_norm": 8.431125752395019e-05,
|
| 17 |
+
"layer_4_update_fnorm": 0.0003161797358188778,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.0004963066894561052,
|
| 19 |
+
"layer_4_max_spectral_norm": 8.506350422976539e-05,
|
| 20 |
+
"layer_5_update_fnorm": 0.0003124573559034616,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.0005059045506641269,
|
| 22 |
+
"layer_5_max_spectral_norm": 7.651670603081584e-05,
|
| 23 |
+
"layer_6_update_fnorm": 0.00032205769093707204,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.0005496173980645835,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.00010123416723217815,
|
| 26 |
+
"layer_7_update_fnorm": 0.00032101510441862047,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.0005608390783891082,
|
| 28 |
+
"layer_7_max_spectral_norm": 8.877314394339919e-05,
|
| 29 |
+
"layer_8_update_fnorm": 0.00032051754533313215,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.0005014734342694283,
|
| 31 |
+
"layer_8_max_spectral_norm": 8.758530748309568e-05,
|
| 32 |
+
"layer_9_update_fnorm": 0.00031938805477693677,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.0004632924101315439,
|
| 34 |
+
"layer_9_max_spectral_norm": 6.737548392266035e-05,
|
| 35 |
+
"layer_10_update_fnorm": 0.00031763571314513683,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.0003637396148405969,
|
| 37 |
+
"layer_10_max_spectral_norm": 4.6083718189038336e-05,
|
| 38 |
+
"layer_11_update_fnorm": 0.0003196865145582706,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.0003575450391508639,
|
| 40 |
+
"layer_11_max_spectral_norm": 3.8341957406373695e-05,
|
| 41 |
+
"layer_12_update_fnorm": 0.00032227206975221634,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.00038976874202489853,
|
| 43 |
+
"layer_12_max_spectral_norm": 5.810591028421186e-05,
|
| 44 |
+
"block0_q_update_fnorm": 8.520945266354829e-05,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.00010748842032626271,
|
| 46 |
+
"block0_q_max_spectral_norm": 2.450017746014055e-05,
|
| 47 |
+
"block0_k_update_fnorm": 8.623539179097861e-05,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.00011238503793720156,
|
| 49 |
+
"block0_k_max_spectral_norm": 2.5624809495639056e-05,
|
| 50 |
+
"block0_v_update_fnorm": 8.922379493014887e-05,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.00010054318408947438,
|
| 52 |
+
"block0_v_max_spectral_norm": 3.1355124519905075e-05,
|
| 53 |
+
"block0_o_update_fnorm": 8.76139965839684e-05,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 8.315276500070468e-05,
|
| 55 |
+
"block0_o_max_spectral_norm": 2.2217303921934217e-05,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.00018049878417514265,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.00011764252849388868,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 3.9799320802558213e-05,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.00018558380543254316,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.0004475296591408551,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 7.419666508212686e-05,
|
| 62 |
+
"block3_q_update_fnorm": 8.785652607912198e-05,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 8.699133468326181e-05,
|
| 64 |
+
"block3_q_max_spectral_norm": 1.8897979316534474e-05,
|
| 65 |
+
"block3_k_update_fnorm": 8.846225682646036e-05,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.0001154459168901667,
|
| 67 |
+
"block3_k_max_spectral_norm": 2.0671719539677724e-05,
|
| 68 |
+
"block3_v_update_fnorm": 9.320896060671657e-05,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.00011204984912183136,
|
| 70 |
+
"block3_v_max_spectral_norm": 2.525742274883669e-05,
|
| 71 |
+
"block3_o_update_fnorm": 9.301771206082776e-05,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.0001155653444584459,
|
| 73 |
+
"block3_o_max_spectral_norm": 3.369399200892076e-05,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.00018032878870144486,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.00011817351332865655,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 4.2775551264639944e-05,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.00018564819765742868,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.0004963066894561052,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 8.506350422976539e-05,
|
| 80 |
+
"block7_q_update_fnorm": 8.880334644345567e-05,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 8.382208761759102e-05,
|
| 82 |
+
"block7_q_max_spectral_norm": 1.4802678379055578e-05,
|
| 83 |
+
"block7_k_update_fnorm": 9.0165609435644e-05,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.00010211503104073927,
|
| 85 |
+
"block7_k_max_spectral_norm": 1.7919071979122236e-05,
|
| 86 |
+
"block7_v_update_fnorm": 9.422376751899719e-05,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.00011279127647867426,
|
| 88 |
+
"block7_v_max_spectral_norm": 2.0249679437256418e-05,
|
| 89 |
+
"block7_o_update_fnorm": 9.290279558626935e-05,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 9.072934335563332e-05,
|
| 91 |
+
"block7_o_max_spectral_norm": 1.887242433440406e-05,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.0001826219231588766,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.00011232099495828152,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 2.953886541945394e-05,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.00018903828458860517,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.0005014734342694283,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 8.758530748309568e-05,
|
| 98 |
+
"block11_q_update_fnorm": 9.025137114804238e-05,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 9.406912431586534e-05,
|
| 100 |
+
"block11_q_max_spectral_norm": 1.855121627158951e-05,
|
| 101 |
+
"block11_k_update_fnorm": 9.099819726543501e-05,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.00010524861863814294,
|
| 103 |
+
"block11_k_max_spectral_norm": 1.5877811165410094e-05,
|
| 104 |
+
"block11_v_update_fnorm": 9.678900823928416e-05,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.00011815625475719571,
|
| 106 |
+
"block11_v_max_spectral_norm": 3.013046625710558e-05,
|
| 107 |
+
"block11_o_update_fnorm": 9.430942736798897e-05,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 9.637732000555843e-05,
|
| 109 |
+
"block11_o_max_spectral_norm": 2.554391357989516e-05,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.0001841426274040714,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.00011699304741341621,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 3.442398883635178e-05,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.00018745436682365835,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.00038976874202489853,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 5.810591028421186e-05,
|
| 116 |
+
"total_sharpness": 0.01617664098739624,
|
| 117 |
+
"block_total_sharpness": 0.022811155766248703,
|
| 118 |
+
"v_norm_block": 0.00110244273673743,
|
| 119 |
+
"v_T_H_v_block": 2.772422114105666e-08,
|
| 120 |
+
"v_norm": 0.001298399525694549,
|
| 121 |
+
"ip_v_neg_g_hvp": 3.1068782845977694e-05,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.07494911551475525,
|
| 123 |
+
"g_hvp_norm": 0.3192635774612427,
|
| 124 |
+
"ip_v_neg_g_t": 3.179620034643449e-05,
|
| 125 |
+
"cos_v_neg_g_t": 0.1258784532546997,
|
| 126 |
+
"g_t_norm": 0.19454295933246613,
|
| 127 |
+
"g_norm": 0.3192635774612427,
|
| 128 |
+
"hv_norm": 0.0020669284276664257,
|
| 129 |
+
"cos_v_hv": 0.010161803103983402,
|
| 130 |
+
"hg_norm": 50.89030456542969,
|
| 131 |
+
"cos_g_hg": 0.07733090221881866,
|
| 132 |
+
"v_parallel_norm": 5.259972112980904e-06,
|
| 133 |
+
"v_perp_norm": 0.0012983891647309065,
|
| 134 |
+
"embed_lm_head_v_norm": 0.0006859017303213477,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.10251857340335846,
|
| 136 |
+
"layer_1_v_norm": 0.00031217304058372974,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.11284071207046509,
|
| 138 |
+
"layer_2_v_norm": 0.0003167523827869445,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.09114111959934235,
|
| 140 |
+
"layer_3_v_norm": 0.0003186477115377784,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.05331757664680481,
|
| 142 |
+
"layer_4_v_norm": 0.0003161813074257225,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.06046045944094658,
|
| 144 |
+
"layer_5_v_norm": 0.0003124589566141367,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.05075171962380409,
|
| 146 |
+
"layer_6_v_norm": 0.0003220592625439167,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.060994915664196014,
|
| 148 |
+
"layer_7_v_norm": 0.0003210166469216347,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.06598031520843506,
|
| 150 |
+
"layer_8_v_norm": 0.00032051908783614635,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.06886054575443268,
|
| 152 |
+
"layer_9_v_norm": 0.00031938962638378143,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.07362648844718933,
|
| 154 |
+
"layer_10_v_norm": 0.0003176372847519815,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.08197332918643951,
|
| 156 |
+
"layer_11_v_norm": 0.00031968808616511524,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.09708752483129501,
|
| 158 |
+
"layer_12_v_norm": 0.00032227361225523055,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.1285904496908188,
|
| 160 |
+
"block0_q_v_norm": 8.521531708538532e-05,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.09600667655467987,
|
| 162 |
+
"block0_k_v_norm": 8.624119072919711e-05,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.11299874633550644,
|
| 164 |
+
"block0_v_v_norm": 8.922939741751179e-05,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.1926262378692627,
|
| 166 |
+
"block0_o_v_norm": 8.761970821069553e-05,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.1362968236207962,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.00018050154903903604,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.08403768390417099,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.0001855864975368604,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.16095919907093048,
|
| 172 |
+
"block3_q_v_norm": 8.786221587797627e-05,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.06419823318719864,
|
| 174 |
+
"block3_k_v_norm": 8.846791024552658e-05,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.1053265705704689,
|
| 176 |
+
"block3_v_v_norm": 9.321433026343584e-05,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.03838222473859787,
|
| 178 |
+
"block3_o_v_norm": 9.302308899350464e-05,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.17504048347473145,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.00018033155356533825,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.06325625628232956,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.00018565088976174593,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.22133921086788177,
|
| 184 |
+
"block7_q_v_norm": 8.880897803464904e-05,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.07397083938121796,
|
| 186 |
+
"block7_k_v_norm": 9.017115371534601e-05,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.20865431427955627,
|
| 188 |
+
"block7_v_v_norm": 9.422907169209793e-05,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.05425574630498886,
|
| 190 |
+
"block7_o_v_norm": 9.290817979490384e-05,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.21687932312488556,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.00018262465891893953,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.08161839097738266,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.00018904093303717673,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.19589368999004364,
|
| 196 |
+
"block11_q_v_norm": 9.025691542774439e-05,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.1196855679154396,
|
| 198 |
+
"block11_k_v_norm": 9.100369061343372e-05,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.20356464385986328,
|
| 200 |
+
"block11_v_v_norm": 9.679417416919023e-05,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.07700619101524353,
|
| 202 |
+
"block11_o_v_norm": 9.431473154108971e-05,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.2302781045436859,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.00018414533406030387,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.12619543075561523,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.00018745702982414514,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.1848573386669159,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0006257393979467452,
|
| 209 |
+
"layer_1_sharpness": -0.12190065532922745,
|
| 210 |
+
"layer_2_sharpness": 0.00960194505751133,
|
| 211 |
+
"layer_3_sharpness": 0.004621213302016258,
|
| 212 |
+
"layer_4_sharpness": 0.0034042231272906065,
|
| 213 |
+
"layer_5_sharpness": 0.002240578643977642,
|
| 214 |
+
"layer_6_sharpness": 0.006189192645251751,
|
| 215 |
+
"layer_7_sharpness": 0.006290168035775423,
|
| 216 |
+
"layer_8_sharpness": 0.011612862348556519,
|
| 217 |
+
"layer_9_sharpness": 0.00870907586067915,
|
| 218 |
+
"layer_10_sharpness": 0.003518803510814905,
|
| 219 |
+
"layer_11_sharpness": 0.002799434820190072,
|
| 220 |
+
"layer_12_sharpness": 0.01033616904169321,
|
| 221 |
+
"block0_q_sharpness": -0.10172909498214722,
|
| 222 |
+
"block0_k_sharpness": -0.059457678347826004,
|
| 223 |
+
"block0_v_sharpness": -0.010238450951874256,
|
| 224 |
+
"block0_o_sharpness": -0.019828857854008675,
|
| 225 |
+
"block0_mlp_win_sharpness": -0.026692446321249008,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.0024867234751582146,
|
| 227 |
+
"block3_q_sharpness": 0.00031931750709190965,
|
| 228 |
+
"block3_k_sharpness": 0.0005493973148986697,
|
| 229 |
+
"block3_v_sharpness": 0.008112183772027493,
|
| 230 |
+
"block3_o_sharpness": 0.0013375832932069898,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0003508162044454366,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0012734791962429881,
|
| 233 |
+
"block7_q_sharpness": 0.0002383815444773063,
|
| 234 |
+
"block7_k_sharpness": 0.00029326771618798375,
|
| 235 |
+
"block7_v_sharpness": 0.016496822237968445,
|
| 236 |
+
"block7_o_sharpness": 0.000624142587184906,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.0030156252905726433,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0046511441469192505,
|
| 239 |
+
"block11_q_sharpness": 0.00040648638969287276,
|
| 240 |
+
"block11_k_sharpness": 0.0004873194848187268,
|
| 241 |
+
"block11_v_sharpness": 0.0027284943498671055,
|
| 242 |
+
"block11_o_sharpness": 0.0002633834374137223,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.001861418248154223,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.012620898894965649,
|
| 245 |
+
"sum_layer_numerators": -4.8015451522490565e-09,
|
| 246 |
+
"block_diag_sharpness": -0.003950653458593884,
|
| 247 |
+
"cross_layer_sharpness": 0.026761809224842587
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/sharpness_step_1500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.454833507537842,
|
| 3 |
+
"total_l1_linf_norm": 21934.890625,
|
| 4 |
+
"total_spectral_norm": 2.454833507537842,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3784986734390259,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3464673161506653,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.2869398891925812,
|
| 8 |
+
"layer_1_update_fnorm": 0.548012912273407,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.7689440846443176,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.16125094890594482,
|
| 11 |
+
"layer_2_update_fnorm": 0.5620998740196228,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.9653732180595398,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.14587421715259552,
|
| 14 |
+
"layer_3_update_fnorm": 0.5607419013977051,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.7526050806045532,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.12272342294454575,
|
| 17 |
+
"layer_4_update_fnorm": 0.5860334038734436,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.8231001496315002,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.12639343738555908,
|
| 20 |
+
"layer_5_update_fnorm": 0.6369999647140503,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.9480451345443726,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.18376384675502777,
|
| 23 |
+
"layer_6_update_fnorm": 0.634339451789856,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.8619505167007446,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.1426689624786377,
|
| 26 |
+
"layer_7_update_fnorm": 0.6230919361114502,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.7538795471191406,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.1210012435913086,
|
| 29 |
+
"layer_8_update_fnorm": 0.5925840735435486,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.6737287640571594,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.10452919453382492,
|
| 32 |
+
"layer_9_update_fnorm": 0.5797256827354431,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.6123647689819336,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.09913931787014008,
|
| 35 |
+
"layer_10_update_fnorm": 0.5806698203086853,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.6091673374176025,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.09643319249153137,
|
| 38 |
+
"layer_11_update_fnorm": 0.5715685486793518,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.6000059247016907,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.09580349922180176,
|
| 41 |
+
"layer_12_update_fnorm": 0.5516371726989746,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.6044847965240479,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.13024327158927917,
|
| 44 |
+
"block0_q_update_fnorm": 0.18635590374469757,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.38157621026039124,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.12257573008537292,
|
| 47 |
+
"block0_k_update_fnorm": 0.18941092491149902,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.4267004132270813,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.16125094890594482,
|
| 50 |
+
"block0_v_update_fnorm": 0.1540651023387909,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.30606985092163086,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.10914548486471176,
|
| 53 |
+
"block0_o_update_fnorm": 0.1826425939798355,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.22509261965751648,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.0790863111615181,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.3053869903087616,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.21533775329589844,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.11378053575754166,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.281353622674942,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.7689440846443176,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.11485160142183304,
|
| 62 |
+
"block3_q_update_fnorm": 0.19483061134815216,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.26294171810150146,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.08759573847055435,
|
| 65 |
+
"block3_k_update_fnorm": 0.17835231125354767,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.3417852520942688,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.07652473449707031,
|
| 68 |
+
"block3_v_update_fnorm": 0.16972137987613678,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.23436641693115234,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.09445209056138992,
|
| 71 |
+
"block3_o_update_fnorm": 0.1868715137243271,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.24401351809501648,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.08885909616947174,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.3536587357521057,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.256386399269104,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.12639343738555908,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.291011244058609,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.8231001496315002,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.11824784427881241,
|
| 80 |
+
"block7_q_update_fnorm": 0.20060625672340393,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.23829610645771027,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.0782683938741684,
|
| 83 |
+
"block7_k_update_fnorm": 0.1750226467847824,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.28062868118286133,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.048125915229320526,
|
| 86 |
+
"block7_v_update_fnorm": 0.17978622019290924,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.23049280047416687,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.07685110718011856,
|
| 89 |
+
"block7_o_update_fnorm": 0.19498492777347565,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.24464508891105652,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.08351749926805496,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.3338647484779358,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.2509561777114868,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.10452919453382492,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.3135437071323395,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.6737287640571594,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.0878385677933693,
|
| 98 |
+
"block11_q_update_fnorm": 0.16514739394187927,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.20461367070674896,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.062009867280721664,
|
| 101 |
+
"block11_k_update_fnorm": 0.14104996621608734,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.24808013439178467,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.0367928221821785,
|
| 104 |
+
"block11_v_update_fnorm": 0.16959039866924286,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.24641655385494232,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.07561049610376358,
|
| 107 |
+
"block11_o_update_fnorm": 0.19575189054012299,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.24317918717861176,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.09126867353916168,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.31973424553871155,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.22928676009178162,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.11513370275497437,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.29614296555519104,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.6044847965240479,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.13024327158927917,
|
| 116 |
+
"total_sharpness": 0.053676050156354904,
|
| 117 |
+
"block_total_sharpness": 0.07500650733709335,
|
| 118 |
+
"v_norm_block": 2.031243324279785,
|
| 119 |
+
"v_T_H_v_block": 0.30947303771972656,
|
| 120 |
+
"v_norm": 2.454833507537842,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.1850278526544571,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.11004231125116348,
|
| 123 |
+
"g_hvp_norm": 0.6849444508552551,
|
| 124 |
+
"ip_v_neg_g_t": 0.18526571989059448,
|
| 125 |
+
"cos_v_neg_g_t": 0.11610100418329239,
|
| 126 |
+
"g_t_norm": 0.6500355005264282,
|
| 127 |
+
"g_norm": 0.6849444508552551,
|
| 128 |
+
"hv_norm": 1.3548669815063477,
|
| 129 |
+
"cos_v_hv": 0.09725365787744522,
|
| 130 |
+
"hg_norm": 8.956962585449219,
|
| 131 |
+
"cos_g_hg": 0.6617004871368408,
|
| 132 |
+
"v_parallel_norm": 0.009046249091625214,
|
| 133 |
+
"v_perp_norm": 2.4548168182373047,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3784986734390259,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.0745229497551918,
|
| 136 |
+
"layer_1_v_norm": 0.548012912273407,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.1598021686077118,
|
| 138 |
+
"layer_2_v_norm": 0.5620998740196228,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.09154794365167618,
|
| 140 |
+
"layer_3_v_norm": 0.5607418417930603,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.08959998935461044,
|
| 142 |
+
"layer_4_v_norm": 0.5860334038734436,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.0817016139626503,
|
| 144 |
+
"layer_5_v_norm": 0.6369999647140503,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.08352000266313553,
|
| 146 |
+
"layer_6_v_norm": 0.634339451789856,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.0948217511177063,
|
| 148 |
+
"layer_7_v_norm": 0.6230919361114502,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.13690190017223358,
|
| 150 |
+
"layer_8_v_norm": 0.5925840735435486,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.14713802933692932,
|
| 152 |
+
"layer_9_v_norm": 0.5797256827354431,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.1635732799768448,
|
| 154 |
+
"layer_10_v_norm": 0.5806698203086853,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.17777132987976074,
|
| 156 |
+
"layer_11_v_norm": 0.571568489074707,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.20876526832580566,
|
| 158 |
+
"layer_12_v_norm": 0.5516371726989746,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.24437940120697021,
|
| 160 |
+
"block0_q_v_norm": 0.18635590374469757,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.21778909862041473,
|
| 162 |
+
"block0_k_v_norm": 0.18941092491149902,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.16128535568714142,
|
| 164 |
+
"block0_v_v_norm": 0.1540651023387909,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.19158680737018585,
|
| 166 |
+
"block0_o_v_norm": 0.1826425939798355,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.24878035485744476,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.3053869903087616,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.19074144959449768,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.281353622674942,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.17352727055549622,
|
| 172 |
+
"block3_q_v_norm": 0.19483061134815216,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.05468778312206268,
|
| 174 |
+
"block3_k_v_norm": 0.17835231125354767,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.04819652810692787,
|
| 176 |
+
"block3_v_v_norm": 0.16972137987613678,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.06793016195297241,
|
| 178 |
+
"block3_o_v_norm": 0.1868715137243271,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.20513379573822021,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.3536587357521057,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.09471819549798965,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.291011244058609,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.18919701874256134,
|
| 184 |
+
"block7_q_v_norm": 0.20060625672340393,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.12544268369674683,
|
| 186 |
+
"block7_k_v_norm": 0.1750226467847824,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.20547573268413544,
|
| 188 |
+
"block7_v_v_norm": 0.17978622019290924,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.1437259465456009,
|
| 190 |
+
"block7_o_v_norm": 0.19498492777347565,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.27341559529304504,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.3338647484779358,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.18115080893039703,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.3135437071323395,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.21881458163261414,
|
| 196 |
+
"block11_q_v_norm": 0.16514739394187927,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.19421643018722534,
|
| 198 |
+
"block11_k_v_norm": 0.14104996621608734,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.19825379550457,
|
| 200 |
+
"block11_v_v_norm": 0.16959039866924286,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.22402456402778625,
|
| 202 |
+
"block11_o_v_norm": 0.19575189054012299,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.33530232310295105,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.31973424553871155,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.27113011479377747,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.29614296555519104,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.27299609780311584,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0006111757247708738,
|
| 209 |
+
"layer_1_sharpness": 0.08158165961503983,
|
| 210 |
+
"layer_2_sharpness": 0.003144836286082864,
|
| 211 |
+
"layer_3_sharpness": 0.0073047904297709465,
|
| 212 |
+
"layer_4_sharpness": 0.005224748980253935,
|
| 213 |
+
"layer_5_sharpness": 0.00997807364910841,
|
| 214 |
+
"layer_6_sharpness": 0.007286991458386183,
|
| 215 |
+
"layer_7_sharpness": 0.015797626227140427,
|
| 216 |
+
"layer_8_sharpness": 0.012959218584001064,
|
| 217 |
+
"layer_9_sharpness": 0.010749084874987602,
|
| 218 |
+
"layer_10_sharpness": 0.007438077591359615,
|
| 219 |
+
"layer_11_sharpness": 0.0068076616153120995,
|
| 220 |
+
"layer_12_sharpness": 0.01876593753695488,
|
| 221 |
+
"block0_q_sharpness": 0.1507234126329422,
|
| 222 |
+
"block0_k_sharpness": 0.06251582503318787,
|
| 223 |
+
"block0_v_sharpness": 0.08133847266435623,
|
| 224 |
+
"block0_o_sharpness": 0.0655633807182312,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.010172654874622822,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.014873777516186237,
|
| 227 |
+
"block3_q_sharpness": 0.0029823246877640486,
|
| 228 |
+
"block3_k_sharpness": 0.0025398037396371365,
|
| 229 |
+
"block3_v_sharpness": 0.0066260769963264465,
|
| 230 |
+
"block3_o_sharpness": 0.005152708850800991,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0004972708993591368,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0017131799831986427,
|
| 233 |
+
"block7_q_sharpness": 0.0016568071441724896,
|
| 234 |
+
"block7_k_sharpness": 0.007371826563030481,
|
| 235 |
+
"block7_v_sharpness": 0.015714745968580246,
|
| 236 |
+
"block7_o_sharpness": 0.006333531346172094,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.003736425656825304,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0024625789374113083,
|
| 239 |
+
"block11_q_sharpness": 0.0005190472002141178,
|
| 240 |
+
"block11_k_sharpness": 0.000927003042306751,
|
| 241 |
+
"block11_v_sharpness": 0.005641144700348377,
|
| 242 |
+
"block11_o_sharpness": 0.0025774729438126087,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.00813150592148304,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.00999076571315527,
|
| 245 |
+
"sum_layer_numerators": 0.061305379244330424,
|
| 246 |
+
"block_diag_sharpness": 0.014858490172920435,
|
| 247 |
+
"cross_layer_sharpness": 0.060148017164172916
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/sharpness_step_2000.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.0779898166656494,
|
| 3 |
+
"total_l1_linf_norm": 18275.201171875,
|
| 4 |
+
"total_spectral_norm": 2.0779895782470703,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3262041807174683,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.3758230209350586,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.2534194588661194,
|
| 8 |
+
"layer_1_update_fnorm": 0.4141736626625061,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.522739589214325,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.07380516082048416,
|
| 11 |
+
"layer_2_update_fnorm": 0.44261547923088074,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.5517666339874268,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08010982722043991,
|
| 14 |
+
"layer_3_update_fnorm": 0.43720299005508423,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.5941981077194214,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.07855943590402603,
|
| 17 |
+
"layer_4_update_fnorm": 0.4492776393890381,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.6007193326950073,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.08809058368206024,
|
| 20 |
+
"layer_5_update_fnorm": 0.41960519552230835,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.5081199407577515,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07492219656705856,
|
| 23 |
+
"layer_6_update_fnorm": 0.46070605516433716,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6017184257507324,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.08345950394868851,
|
| 26 |
+
"layer_7_update_fnorm": 0.4640619158744812,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5680716037750244,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.07424898445606232,
|
| 29 |
+
"layer_8_update_fnorm": 0.4747290313243866,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.50056391954422,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06099912151694298,
|
| 32 |
+
"layer_9_update_fnorm": 0.4890366494655609,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5057824850082397,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.05955270305275917,
|
| 35 |
+
"layer_10_update_fnorm": 0.4986426830291748,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5120711326599121,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.06054285913705826,
|
| 38 |
+
"layer_11_update_fnorm": 0.5013867020606995,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5204737186431885,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.06180017441511154,
|
| 41 |
+
"layer_12_update_fnorm": 0.48015478253364563,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5240457057952881,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.08017560839653015,
|
| 44 |
+
"block0_q_update_fnorm": 0.11784420907497406,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.20148587226867676,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.05863509699702263,
|
| 47 |
+
"block0_k_update_fnorm": 0.11228936910629272,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.26152241230010986,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.06628277897834778,
|
| 50 |
+
"block0_v_update_fnorm": 0.11836940050125122,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.20993322134017944,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05376676470041275,
|
| 53 |
+
"block0_o_update_fnorm": 0.13312414288520813,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.15251469612121582,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03859652951359749,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.24855634570121765,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.1655838042497635,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.06019533798098564,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2268655002117157,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.522739589214325,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.07380516082048416,
|
| 62 |
+
"block3_q_update_fnorm": 0.13361786305904388,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.16338825225830078,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.03750674054026604,
|
| 65 |
+
"block3_k_update_fnorm": 0.1240568459033966,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.1775319129228592,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.03020111471414566,
|
| 68 |
+
"block3_v_update_fnorm": 0.10580611974000931,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.15076716244220734,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.03305131569504738,
|
| 71 |
+
"block3_o_update_fnorm": 0.12024697661399841,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.13915911316871643,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.03761552274227142,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.2882642149925232,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.17928409576416016,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06034879386425018,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.24444083869457245,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.6007193326950073,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.08809058368206024,
|
| 80 |
+
"block7_q_update_fnorm": 0.15079642832279205,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.15916815400123596,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.034605640918016434,
|
| 83 |
+
"block7_k_update_fnorm": 0.14037829637527466,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.15269580483436584,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.029444966465234756,
|
| 86 |
+
"block7_v_update_fnorm": 0.11689461022615433,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.13694584369659424,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.035823941230773926,
|
| 89 |
+
"block7_o_update_fnorm": 0.13202886283397675,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.1364874690771103,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.03326347470283508,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.28231939673423767,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.18141382932662964,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.06099912151694298,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.26835402846336365,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.50056391954422,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.052098728716373444,
|
| 98 |
+
"block11_q_update_fnorm": 0.14791099727153778,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.17126524448394775,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.03881411254405975,
|
| 101 |
+
"block11_k_update_fnorm": 0.13477659225463867,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.18124331533908844,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.03146074339747429,
|
| 104 |
+
"block11_v_update_fnorm": 0.11539071053266525,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1554238498210907,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.04396170750260353,
|
| 107 |
+
"block11_o_update_fnorm": 0.1430962234735489,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.14668071269989014,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.040203578770160675,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.2912594676017761,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.17161616683006287,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.060192275792360306,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2679493725299835,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5240457057952881,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.08017560839653015,
|
| 116 |
+
"total_sharpness": 0.018667709082365036,
|
| 117 |
+
"block_total_sharpness": 0.029474526643753052,
|
| 118 |
+
"v_norm_block": 1.599757194519043,
|
| 119 |
+
"v_T_H_v_block": 0.07543188333511353,
|
| 120 |
+
"v_norm": 2.0779898166656494,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.08731678873300552,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.12077374756336212,
|
| 123 |
+
"g_hvp_norm": 0.3479219377040863,
|
| 124 |
+
"ip_v_neg_g_t": 0.08757981657981873,
|
| 125 |
+
"cos_v_neg_g_t": 0.14016926288604736,
|
| 126 |
+
"g_t_norm": 0.30068227648735046,
|
| 127 |
+
"g_norm": 0.3479219377040863,
|
| 128 |
+
"hv_norm": 0.5431079268455505,
|
| 129 |
+
"cos_v_hv": 0.07142467796802521,
|
| 130 |
+
"hg_norm": 5.125430583953857,
|
| 131 |
+
"cos_g_hg": 0.4637153744697571,
|
| 132 |
+
"v_parallel_norm": 0.01493045873939991,
|
| 133 |
+
"v_perp_norm": 2.0779361724853516,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3262041807174683,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.09906145930290222,
|
| 136 |
+
"layer_1_v_norm": 0.4141736626625061,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.21533043682575226,
|
| 138 |
+
"layer_2_v_norm": 0.44261547923088074,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.1161956787109375,
|
| 140 |
+
"layer_3_v_norm": 0.43720296025276184,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.08445698022842407,
|
| 142 |
+
"layer_4_v_norm": 0.4492776393890381,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.10379412025213242,
|
| 144 |
+
"layer_5_v_norm": 0.41960519552230835,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.09971286356449127,
|
| 146 |
+
"layer_6_v_norm": 0.46070605516433716,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.1255989968776703,
|
| 148 |
+
"layer_7_v_norm": 0.4640619158744812,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.14419478178024292,
|
| 150 |
+
"layer_8_v_norm": 0.4747290313243866,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.14251244068145752,
|
| 152 |
+
"layer_9_v_norm": 0.4890366494655609,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.14187593758106232,
|
| 154 |
+
"layer_10_v_norm": 0.4986426830291748,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.15386557579040527,
|
| 156 |
+
"layer_11_v_norm": 0.5013867020606995,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.1778169721364975,
|
| 158 |
+
"layer_12_v_norm": 0.48015478253364563,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.20721185207366943,
|
| 160 |
+
"block0_q_v_norm": 0.11784420907497406,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.23033009469509125,
|
| 162 |
+
"block0_k_v_norm": 0.11228936910629272,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.21245895326137543,
|
| 164 |
+
"block0_v_v_norm": 0.11836940050125122,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.2851262092590332,
|
| 166 |
+
"block0_o_v_norm": 0.13312414288520813,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.25706201791763306,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.24855634570121765,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.2784852087497711,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2268655002117157,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.2724185287952423,
|
| 172 |
+
"block3_q_v_norm": 0.13361786305904388,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.08733603358268738,
|
| 174 |
+
"block3_k_v_norm": 0.1240568459033966,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.07847529649734497,
|
| 176 |
+
"block3_v_v_norm": 0.10580611974000931,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.08119796961545944,
|
| 178 |
+
"block3_o_v_norm": 0.12024697661399841,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.22555546462535858,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.2882642149925232,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.11821961402893066,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.24444083869457245,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.28977036476135254,
|
| 184 |
+
"block7_q_v_norm": 0.15079642832279205,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.1577233374118805,
|
| 186 |
+
"block7_k_v_norm": 0.14037829637527466,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.2711240351200104,
|
| 188 |
+
"block7_v_v_norm": 0.11689461022615433,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.12932591140270233,
|
| 190 |
+
"block7_o_v_norm": 0.13202886283397675,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.276472270488739,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.28231939673423767,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.1869720220565796,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.26835402846336365,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.24484549462795258,
|
| 196 |
+
"block11_q_v_norm": 0.14791099727153778,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.16254320740699768,
|
| 198 |
+
"block11_k_v_norm": 0.13477659225463867,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.18840958178043365,
|
| 200 |
+
"block11_v_v_norm": 0.11539071053266525,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.19784633815288544,
|
| 202 |
+
"block11_o_v_norm": 0.1430962234735489,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.24019622802734375,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.2912594676017761,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.2149316668510437,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2679493725299835,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.24361272156238556,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0004367050714790821,
|
| 209 |
+
"layer_1_sharpness": 0.023182790726423264,
|
| 210 |
+
"layer_2_sharpness": 0.0015743409749120474,
|
| 211 |
+
"layer_3_sharpness": 0.0026146869640797377,
|
| 212 |
+
"layer_4_sharpness": 0.0026506611611694098,
|
| 213 |
+
"layer_5_sharpness": 0.006438690237700939,
|
| 214 |
+
"layer_6_sharpness": 0.0035384311340749264,
|
| 215 |
+
"layer_7_sharpness": 0.005147323943674564,
|
| 216 |
+
"layer_8_sharpness": 0.006600689142942429,
|
| 217 |
+
"layer_9_sharpness": 0.005130872596055269,
|
| 218 |
+
"layer_10_sharpness": 0.002916032448410988,
|
| 219 |
+
"layer_11_sharpness": 0.0026121351402252913,
|
| 220 |
+
"layer_12_sharpness": 0.004657892510294914,
|
| 221 |
+
"block0_q_sharpness": 0.0033389453310519457,
|
| 222 |
+
"block0_k_sharpness": 0.004473273176699877,
|
| 223 |
+
"block0_v_sharpness": 0.018548335880041122,
|
| 224 |
+
"block0_o_sharpness": 0.008958771824836731,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.0041438923217356205,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.01015599723905325,
|
| 227 |
+
"block3_q_sharpness": 0.0006510167149826884,
|
| 228 |
+
"block3_k_sharpness": 0.001002302160486579,
|
| 229 |
+
"block3_v_sharpness": 0.003397569293156266,
|
| 230 |
+
"block3_o_sharpness": 0.0012554395943880081,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.000291259289951995,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0010810898384079337,
|
| 233 |
+
"block7_q_sharpness": 0.0004718545242212713,
|
| 234 |
+
"block7_k_sharpness": 0.0026087844744324684,
|
| 235 |
+
"block7_v_sharpness": 0.010326119139790535,
|
| 236 |
+
"block7_o_sharpness": 0.0019492385908961296,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.002186897210776806,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0014242917532101274,
|
| 239 |
+
"block11_q_sharpness": 0.0002502978313714266,
|
| 240 |
+
"block11_k_sharpness": 0.0006351444171741605,
|
| 241 |
+
"block11_v_sharpness": 0.003213713178411126,
|
| 242 |
+
"block11_o_sharpness": 0.0005026842118240893,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0015096537536010146,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.00334196537733078,
|
| 245 |
+
"sum_layer_numerators": 0.013483452916487372,
|
| 246 |
+
"block_diag_sharpness": 0.00526857272208956,
|
| 247 |
+
"cross_layer_sharpness": 0.02420595392166349
|
| 248 |
+
}
|
logs_sharpness_pure_qk_nonorm_no_clip/layer_wise_new_code_rand/opt_adam_alr_0.001_mlr_0.01_seed_44_fe0d9eca-b018-449e-b653-7a6df05f9f35/sharpness_step_2500.json
ADDED
|
@@ -0,0 +1,248 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"total_update_fnorm": 2.1375479698181152,
|
| 3 |
+
"total_l1_linf_norm": 18925.984375,
|
| 4 |
+
"total_spectral_norm": 2.1375479698181152,
|
| 5 |
+
"embed_lm_head_update_fnorm": 1.3164825439453125,
|
| 6 |
+
"embed_lm_head_max_l1_linf_norm": 0.32433462142944336,
|
| 7 |
+
"embed_lm_head_max_spectral_norm": 0.23384031653404236,
|
| 8 |
+
"layer_1_update_fnorm": 0.45683756470680237,
|
| 9 |
+
"layer_1_max_l1_linf_norm": 0.6142624616622925,
|
| 10 |
+
"layer_1_max_spectral_norm": 0.08754535019397736,
|
| 11 |
+
"layer_2_update_fnorm": 0.4774497449398041,
|
| 12 |
+
"layer_2_max_l1_linf_norm": 0.6272779703140259,
|
| 13 |
+
"layer_2_max_spectral_norm": 0.08784957975149155,
|
| 14 |
+
"layer_3_update_fnorm": 0.4718223512172699,
|
| 15 |
+
"layer_3_max_l1_linf_norm": 0.591911256313324,
|
| 16 |
+
"layer_3_max_spectral_norm": 0.0961388573050499,
|
| 17 |
+
"layer_4_update_fnorm": 0.4760896563529968,
|
| 18 |
+
"layer_4_max_l1_linf_norm": 0.5940830707550049,
|
| 19 |
+
"layer_4_max_spectral_norm": 0.0983615294098854,
|
| 20 |
+
"layer_5_update_fnorm": 0.4433676600456238,
|
| 21 |
+
"layer_5_max_l1_linf_norm": 0.5054057836532593,
|
| 22 |
+
"layer_5_max_spectral_norm": 0.07610451430082321,
|
| 23 |
+
"layer_6_update_fnorm": 0.47787028551101685,
|
| 24 |
+
"layer_6_max_l1_linf_norm": 0.6047372817993164,
|
| 25 |
+
"layer_6_max_spectral_norm": 0.08730421960353851,
|
| 26 |
+
"layer_7_update_fnorm": 0.48718205094337463,
|
| 27 |
+
"layer_7_max_l1_linf_norm": 0.5917337536811829,
|
| 28 |
+
"layer_7_max_spectral_norm": 0.09042787551879883,
|
| 29 |
+
"layer_8_update_fnorm": 0.49386629462242126,
|
| 30 |
+
"layer_8_max_l1_linf_norm": 0.5708276033401489,
|
| 31 |
+
"layer_8_max_spectral_norm": 0.06763364374637604,
|
| 32 |
+
"layer_9_update_fnorm": 0.50818932056427,
|
| 33 |
+
"layer_9_max_l1_linf_norm": 0.5493578910827637,
|
| 34 |
+
"layer_9_max_spectral_norm": 0.06253937631845474,
|
| 35 |
+
"layer_10_update_fnorm": 0.5180509090423584,
|
| 36 |
+
"layer_10_max_l1_linf_norm": 0.5406414270401001,
|
| 37 |
+
"layer_10_max_spectral_norm": 0.060584165155887604,
|
| 38 |
+
"layer_11_update_fnorm": 0.5179305076599121,
|
| 39 |
+
"layer_11_max_l1_linf_norm": 0.5495256185531616,
|
| 40 |
+
"layer_11_max_spectral_norm": 0.06320907175540924,
|
| 41 |
+
"layer_12_update_fnorm": 0.49897611141204834,
|
| 42 |
+
"layer_12_max_l1_linf_norm": 0.5277339220046997,
|
| 43 |
+
"layer_12_max_spectral_norm": 0.08443931490182877,
|
| 44 |
+
"block0_q_update_fnorm": 0.13528315722942352,
|
| 45 |
+
"block0_q_max_l1_linf_norm": 0.27717912197113037,
|
| 46 |
+
"block0_q_max_spectral_norm": 0.07359490543603897,
|
| 47 |
+
"block0_k_update_fnorm": 0.1342497020959854,
|
| 48 |
+
"block0_k_max_l1_linf_norm": 0.28698620200157166,
|
| 49 |
+
"block0_k_max_spectral_norm": 0.08754535019397736,
|
| 50 |
+
"block0_v_update_fnorm": 0.1280452162027359,
|
| 51 |
+
"block0_v_max_l1_linf_norm": 0.18504980206489563,
|
| 52 |
+
"block0_v_max_spectral_norm": 0.05770737677812576,
|
| 53 |
+
"block0_o_update_fnorm": 0.13512960076332092,
|
| 54 |
+
"block0_o_max_l1_linf_norm": 0.14188724756240845,
|
| 55 |
+
"block0_o_max_spectral_norm": 0.03728272765874863,
|
| 56 |
+
"block0_mlp_win_update_fnorm": 0.273255854845047,
|
| 57 |
+
"block0_mlp_win_max_l1_linf_norm": 0.16520845890045166,
|
| 58 |
+
"block0_mlp_win_max_spectral_norm": 0.06754285842180252,
|
| 59 |
+
"block0_mlp_wout_update_fnorm": 0.2509160339832306,
|
| 60 |
+
"block0_mlp_wout_max_l1_linf_norm": 0.6142624616622925,
|
| 61 |
+
"block0_mlp_wout_max_spectral_norm": 0.08290231972932816,
|
| 62 |
+
"block3_q_update_fnorm": 0.14226490259170532,
|
| 63 |
+
"block3_q_max_l1_linf_norm": 0.16043055057525635,
|
| 64 |
+
"block3_q_max_spectral_norm": 0.049604978412389755,
|
| 65 |
+
"block3_k_update_fnorm": 0.13549108803272247,
|
| 66 |
+
"block3_k_max_l1_linf_norm": 0.21692031621932983,
|
| 67 |
+
"block3_k_max_spectral_norm": 0.041104212403297424,
|
| 68 |
+
"block3_v_update_fnorm": 0.1172102689743042,
|
| 69 |
+
"block3_v_max_l1_linf_norm": 0.14848122000694275,
|
| 70 |
+
"block3_v_max_spectral_norm": 0.04473951458930969,
|
| 71 |
+
"block3_o_update_fnorm": 0.12499353289604187,
|
| 72 |
+
"block3_o_max_l1_linf_norm": 0.1431155800819397,
|
| 73 |
+
"block3_o_max_spectral_norm": 0.04517815262079239,
|
| 74 |
+
"block3_mlp_win_update_fnorm": 0.3002249598503113,
|
| 75 |
+
"block3_mlp_win_max_l1_linf_norm": 0.2027466595172882,
|
| 76 |
+
"block3_mlp_win_max_spectral_norm": 0.06358614563941956,
|
| 77 |
+
"block3_mlp_wout_update_fnorm": 0.2616175711154938,
|
| 78 |
+
"block3_mlp_wout_max_l1_linf_norm": 0.5940830707550049,
|
| 79 |
+
"block3_mlp_wout_max_spectral_norm": 0.0983615294098854,
|
| 80 |
+
"block7_q_update_fnorm": 0.15539535880088806,
|
| 81 |
+
"block7_q_max_l1_linf_norm": 0.1567661166191101,
|
| 82 |
+
"block7_q_max_spectral_norm": 0.03525010868906975,
|
| 83 |
+
"block7_k_update_fnorm": 0.1468007117509842,
|
| 84 |
+
"block7_k_max_l1_linf_norm": 0.1535027027130127,
|
| 85 |
+
"block7_k_max_spectral_norm": 0.03459945693612099,
|
| 86 |
+
"block7_v_update_fnorm": 0.12550008296966553,
|
| 87 |
+
"block7_v_max_l1_linf_norm": 0.16101104021072388,
|
| 88 |
+
"block7_v_max_spectral_norm": 0.043908704072237015,
|
| 89 |
+
"block7_o_update_fnorm": 0.13816188275814056,
|
| 90 |
+
"block7_o_max_l1_linf_norm": 0.14832240343093872,
|
| 91 |
+
"block7_o_max_spectral_norm": 0.040188468992710114,
|
| 92 |
+
"block7_mlp_win_update_fnorm": 0.2930821478366852,
|
| 93 |
+
"block7_mlp_win_max_l1_linf_norm": 0.18762826919555664,
|
| 94 |
+
"block7_mlp_win_max_spectral_norm": 0.06294876337051392,
|
| 95 |
+
"block7_mlp_wout_update_fnorm": 0.27811795473098755,
|
| 96 |
+
"block7_mlp_wout_max_l1_linf_norm": 0.5708276033401489,
|
| 97 |
+
"block7_mlp_wout_max_spectral_norm": 0.06763364374637604,
|
| 98 |
+
"block11_q_update_fnorm": 0.15388227999210358,
|
| 99 |
+
"block11_q_max_l1_linf_norm": 0.16848021745681763,
|
| 100 |
+
"block11_q_max_spectral_norm": 0.03997718170285225,
|
| 101 |
+
"block11_k_update_fnorm": 0.1439850628376007,
|
| 102 |
+
"block11_k_max_l1_linf_norm": 0.16230396926403046,
|
| 103 |
+
"block11_k_max_spectral_norm": 0.03200777247548103,
|
| 104 |
+
"block11_v_update_fnorm": 0.1255137026309967,
|
| 105 |
+
"block11_v_max_l1_linf_norm": 0.1819814145565033,
|
| 106 |
+
"block11_v_max_spectral_norm": 0.049196939915418625,
|
| 107 |
+
"block11_o_update_fnorm": 0.14696048200130463,
|
| 108 |
+
"block11_o_max_l1_linf_norm": 0.15207794308662415,
|
| 109 |
+
"block11_o_max_spectral_norm": 0.03973623365163803,
|
| 110 |
+
"block11_mlp_win_update_fnorm": 0.30268624424934387,
|
| 111 |
+
"block11_mlp_win_max_l1_linf_norm": 0.1817883998155594,
|
| 112 |
+
"block11_mlp_win_max_spectral_norm": 0.06702093034982681,
|
| 113 |
+
"block11_mlp_wout_update_fnorm": 0.2747541069984436,
|
| 114 |
+
"block11_mlp_wout_max_l1_linf_norm": 0.5277339220046997,
|
| 115 |
+
"block11_mlp_wout_max_spectral_norm": 0.08443931490182877,
|
| 116 |
+
"total_sharpness": 0.028910871595144272,
|
| 117 |
+
"block_total_sharpness": 0.044357430189847946,
|
| 118 |
+
"v_norm_block": 1.6840378046035767,
|
| 119 |
+
"v_T_H_v_block": 0.12579692900180817,
|
| 120 |
+
"v_norm": 2.1375479698181152,
|
| 121 |
+
"ip_v_neg_g_hvp": 0.10061900317668915,
|
| 122 |
+
"cos_v_neg_g_hvp": 0.10861153155565262,
|
| 123 |
+
"g_hvp_norm": 0.4333993196487427,
|
| 124 |
+
"ip_v_neg_g_t": 0.10103953629732132,
|
| 125 |
+
"cos_v_neg_g_t": 0.11821340024471283,
|
| 126 |
+
"g_t_norm": 0.3998607397079468,
|
| 127 |
+
"g_norm": 0.4333993196487427,
|
| 128 |
+
"hv_norm": 0.9256149530410767,
|
| 129 |
+
"cos_v_hv": 0.06676466017961502,
|
| 130 |
+
"hg_norm": 3.8052165508270264,
|
| 131 |
+
"cos_g_hg": 0.8047826290130615,
|
| 132 |
+
"v_parallel_norm": 0.010961846448481083,
|
| 133 |
+
"v_perp_norm": 2.1375198364257812,
|
| 134 |
+
"embed_lm_head_v_norm": 1.3164825439453125,
|
| 135 |
+
"embed_lm_head_cos_v_neg_g": 0.08042817562818527,
|
| 136 |
+
"layer_1_v_norm": 0.45683756470680237,
|
| 137 |
+
"layer_1_cos_v_neg_g": 0.22763963043689728,
|
| 138 |
+
"layer_2_v_norm": 0.4774497449398041,
|
| 139 |
+
"layer_2_cos_v_neg_g": 0.12398423254489899,
|
| 140 |
+
"layer_3_v_norm": 0.4718223512172699,
|
| 141 |
+
"layer_3_cos_v_neg_g": 0.09672683477401733,
|
| 142 |
+
"layer_4_v_norm": 0.4760896563529968,
|
| 143 |
+
"layer_4_cos_v_neg_g": 0.09918317198753357,
|
| 144 |
+
"layer_5_v_norm": 0.4433676600456238,
|
| 145 |
+
"layer_5_cos_v_neg_g": 0.09365557134151459,
|
| 146 |
+
"layer_6_v_norm": 0.47787031531333923,
|
| 147 |
+
"layer_6_cos_v_neg_g": 0.10090097039937973,
|
| 148 |
+
"layer_7_v_norm": 0.48718205094337463,
|
| 149 |
+
"layer_7_cos_v_neg_g": 0.12939594686031342,
|
| 150 |
+
"layer_8_v_norm": 0.49386629462242126,
|
| 151 |
+
"layer_8_cos_v_neg_g": 0.122222401201725,
|
| 152 |
+
"layer_9_v_norm": 0.50818932056427,
|
| 153 |
+
"layer_9_cos_v_neg_g": 0.11612723767757416,
|
| 154 |
+
"layer_10_v_norm": 0.5180509090423584,
|
| 155 |
+
"layer_10_cos_v_neg_g": 0.12279393523931503,
|
| 156 |
+
"layer_11_v_norm": 0.5179305076599121,
|
| 157 |
+
"layer_11_cos_v_neg_g": 0.1479872763156891,
|
| 158 |
+
"layer_12_v_norm": 0.49897611141204834,
|
| 159 |
+
"layer_12_cos_v_neg_g": 0.19194068014621735,
|
| 160 |
+
"block0_q_v_norm": 0.13528315722942352,
|
| 161 |
+
"block0_q_cos_v_neg_g": 0.2483624666929245,
|
| 162 |
+
"block0_k_v_norm": 0.1342497020959854,
|
| 163 |
+
"block0_k_cos_v_neg_g": 0.2695930302143097,
|
| 164 |
+
"block0_v_v_norm": 0.1280452162027359,
|
| 165 |
+
"block0_v_cos_v_neg_g": 0.2898380756378174,
|
| 166 |
+
"block0_o_v_norm": 0.13512960076332092,
|
| 167 |
+
"block0_o_cos_v_neg_g": 0.24939727783203125,
|
| 168 |
+
"block0_mlp_win_v_norm": 0.273255854845047,
|
| 169 |
+
"block0_mlp_win_cos_v_neg_g": 0.31229281425476074,
|
| 170 |
+
"block0_mlp_wout_v_norm": 0.2509160339832306,
|
| 171 |
+
"block0_mlp_wout_cos_v_neg_g": 0.2889624536037445,
|
| 172 |
+
"block3_q_v_norm": 0.14226490259170532,
|
| 173 |
+
"block3_q_cos_v_neg_g": 0.08174371719360352,
|
| 174 |
+
"block3_k_v_norm": 0.13549108803272247,
|
| 175 |
+
"block3_k_cos_v_neg_g": 0.10781750828027725,
|
| 176 |
+
"block3_v_v_norm": 0.1172102689743042,
|
| 177 |
+
"block3_v_cos_v_neg_g": 0.10573174804449081,
|
| 178 |
+
"block3_o_v_norm": 0.12499353289604187,
|
| 179 |
+
"block3_o_cos_v_neg_g": 0.25970256328582764,
|
| 180 |
+
"block3_mlp_win_v_norm": 0.3002249598503113,
|
| 181 |
+
"block3_mlp_win_cos_v_neg_g": 0.0989113301038742,
|
| 182 |
+
"block3_mlp_wout_v_norm": 0.2616175711154938,
|
| 183 |
+
"block3_mlp_wout_cos_v_neg_g": 0.3186303377151489,
|
| 184 |
+
"block7_q_v_norm": 0.15539535880088806,
|
| 185 |
+
"block7_q_cos_v_neg_g": 0.14389193058013916,
|
| 186 |
+
"block7_k_v_norm": 0.1468007117509842,
|
| 187 |
+
"block7_k_cos_v_neg_g": 0.28148940205574036,
|
| 188 |
+
"block7_v_v_norm": 0.12550008296966553,
|
| 189 |
+
"block7_v_cos_v_neg_g": 0.12736165523529053,
|
| 190 |
+
"block7_o_v_norm": 0.13816188275814056,
|
| 191 |
+
"block7_o_cos_v_neg_g": 0.3024348020553589,
|
| 192 |
+
"block7_mlp_win_v_norm": 0.2930821478366852,
|
| 193 |
+
"block7_mlp_win_cos_v_neg_g": 0.1553521454334259,
|
| 194 |
+
"block7_mlp_wout_v_norm": 0.27811795473098755,
|
| 195 |
+
"block7_mlp_wout_cos_v_neg_g": 0.26026925444602966,
|
| 196 |
+
"block11_q_v_norm": 0.15388227999210358,
|
| 197 |
+
"block11_q_cos_v_neg_g": 0.17024758458137512,
|
| 198 |
+
"block11_k_v_norm": 0.1439850628376007,
|
| 199 |
+
"block11_k_cos_v_neg_g": 0.25807327032089233,
|
| 200 |
+
"block11_v_v_norm": 0.1255137026309967,
|
| 201 |
+
"block11_v_cos_v_neg_g": 0.17403541505336761,
|
| 202 |
+
"block11_o_v_norm": 0.14696048200130463,
|
| 203 |
+
"block11_o_cos_v_neg_g": 0.24451515078544617,
|
| 204 |
+
"block11_mlp_win_v_norm": 0.30268624424934387,
|
| 205 |
+
"block11_mlp_win_cos_v_neg_g": 0.19632337987422943,
|
| 206 |
+
"block11_mlp_wout_v_norm": 0.2747541069984436,
|
| 207 |
+
"block11_mlp_wout_cos_v_neg_g": 0.23763790726661682,
|
| 208 |
+
"embed_lm_head_sharpness": 0.0004332024836912751,
|
| 209 |
+
"layer_1_sharpness": 0.024236507713794708,
|
| 210 |
+
"layer_2_sharpness": 0.0035235420800745487,
|
| 211 |
+
"layer_3_sharpness": 0.010727176442742348,
|
| 212 |
+
"layer_4_sharpness": 0.005069491919130087,
|
| 213 |
+
"layer_5_sharpness": 0.005163200665265322,
|
| 214 |
+
"layer_6_sharpness": 0.004228799603879452,
|
| 215 |
+
"layer_7_sharpness": 0.005771740805357695,
|
| 216 |
+
"layer_8_sharpness": 0.008023791946470737,
|
| 217 |
+
"layer_9_sharpness": 0.006068290211260319,
|
| 218 |
+
"layer_10_sharpness": 0.003501803381368518,
|
| 219 |
+
"layer_11_sharpness": 0.002649187808856368,
|
| 220 |
+
"layer_12_sharpness": 0.008070658892393112,
|
| 221 |
+
"block0_q_sharpness": 0.00332843791693449,
|
| 222 |
+
"block0_k_sharpness": 0.004981251433491707,
|
| 223 |
+
"block0_v_sharpness": 0.015732070431113243,
|
| 224 |
+
"block0_o_sharpness": 0.005068077705800533,
|
| 225 |
+
"block0_mlp_win_sharpness": 0.006077724043279886,
|
| 226 |
+
"block0_mlp_wout_sharpness": 0.012324550189077854,
|
| 227 |
+
"block3_q_sharpness": 0.0014015405904501677,
|
| 228 |
+
"block3_k_sharpness": 0.0016862162156030536,
|
| 229 |
+
"block3_v_sharpness": 0.008067465387284756,
|
| 230 |
+
"block3_o_sharpness": 0.0016486087115481496,
|
| 231 |
+
"block3_mlp_win_sharpness": 0.0004058409249410033,
|
| 232 |
+
"block3_mlp_wout_sharpness": 0.0012778796954080462,
|
| 233 |
+
"block7_q_sharpness": 0.00037529566907323897,
|
| 234 |
+
"block7_k_sharpness": 0.0016754667740315199,
|
| 235 |
+
"block7_v_sharpness": 0.017995567992329597,
|
| 236 |
+
"block7_o_sharpness": 0.0022777332924306393,
|
| 237 |
+
"block7_mlp_win_sharpness": 0.002021945547312498,
|
| 238 |
+
"block7_mlp_wout_sharpness": 0.0014208962675184011,
|
| 239 |
+
"block11_q_sharpness": 0.0003595392336137593,
|
| 240 |
+
"block11_k_sharpness": 0.0011001650709658861,
|
| 241 |
+
"block11_v_sharpness": 0.004882982932031155,
|
| 242 |
+
"block11_o_sharpness": 0.0004421994090080261,
|
| 243 |
+
"block11_mlp_win_sharpness": 0.0024383659474551678,
|
| 244 |
+
"block11_mlp_wout_sharpness": 0.005802533123642206,
|
| 245 |
+
"sum_layer_numerators": 0.019933113138514133,
|
| 246 |
+
"block_diag_sharpness": 0.00702864256866145,
|
| 247 |
+
"cross_layer_sharpness": 0.03732878762118649
|
| 248 |
+
}
|