update

logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/training_log_e7c11f73-be3c-4b3b-947e-29820aa0730c.txt

@@ -4990,3 +4990,235 @@ if dist.is_initialized():
 --- Starting Detailed Evaluation (Loss & FTA) ---
 [2025-09-01 04:04:35] [Rank 0] PRINT: Fixed-eval set loaded with 1600 samples.
 [2025-09-01 04:04:35] [Rank 0] PRINT: Fixed-eval set loaded with 1600 samples.
+[2025-09-01 04:06:12] [Rank 0] --- Detailed Evaluation Complete ---
+[2025-09-01 04:06:12] [Rank 0] --- Detailed Evaluation Complete ---
+[2025-09-01 04:06:12] [Rank 0] --- Detailed Evaluation Results (This Step) ---
+[2025-09-01 04:06:12] [Rank 0] --- Detailed Evaluation Results (This Step) ---
+[2025-09-01 04:06:12] [Rank 0]   Total Loss: 5.1426
+[2025-09-01 04:06:12] [Rank 0]   Total Loss: 5.1426
+[2025-09-01 04:06:12] [Rank 0]   Total FTA (Unweighted): 0.8981
+[2025-09-01 04:06:12] [Rank 0]   Total FTA (Unweighted): 0.8981
+[2025-09-01 04:06:12] [Rank 0]   Total FTA (Weighted):   0.8981
+[2025-09-01 04:06:12] [Rank 0]   Total FTA (Weighted):   0.8981
+[2025-09-01 04:06:12] [Rank 0]   Group 0 Loss: 5.0137
+[2025-09-01 04:06:12] [Rank 0]   Group 0 Loss: 5.0137
+[2025-09-01 04:06:12] [Rank 0]   Group 1 Loss: 4.7101
+[2025-09-01 04:06:12] [Rank 0]   Group 1 Loss: 4.7101
+[2025-09-01 04:06:12] [Rank 0]   Group 2 Loss: 4.5912
+[2025-09-01 04:06:12] [Rank 0]   Group 2 Loss: 4.5912
+[2025-09-01 04:06:12] [Rank 0]   Group 3 Loss: 5.0545
+[2025-09-01 04:06:12] [Rank 0]   Group 3 Loss: 5.0545
+[2025-09-01 04:06:12] [Rank 0]   Group 4 Loss: 5.0522
+[2025-09-01 04:06:12] [Rank 0]   Group 4 Loss: 5.0522
+[2025-09-01 04:06:12] [Rank 0]   Group 5 Loss: 5.1515
+[2025-09-01 04:06:12] [Rank 0]   Group 5 Loss: 5.1515
+[2025-09-01 04:06:12] [Rank 0]   Group 6 Loss: 5.1164
+[2025-09-01 04:06:12] [Rank 0]   Group 6 Loss: 5.1164
+[2025-09-01 04:06:12] [Rank 0]   Group 7 Loss: 5.1684
+[2025-09-01 04:06:12] [Rank 0]   Group 7 Loss: 5.1684
+[2025-09-01 04:06:12] [Rank 0]   Group 8 Loss: 5.2510
+[2025-09-01 04:06:12] [Rank 0]   Group 8 Loss: 5.2510
+[2025-09-01 04:06:12] [Rank 0]   Group 9 Loss: 5.2086
+[2025-09-01 04:06:12] [Rank 0]   Group 9 Loss: 5.2086
+[2025-09-01 04:06:12] [Rank 0]   Group 10 Loss: 5.3167
+[2025-09-01 04:06:12] [Rank 0]   Group 10 Loss: 5.3167
+[2025-09-01 04:06:12] [Rank 0]   Group 11 Loss: 5.3216
+[2025-09-01 04:06:12] [Rank 0]   Group 11 Loss: 5.3216
+[2025-09-01 04:06:12] [Rank 0]   Group 12 Loss: 5.3539
+[2025-09-01 04:06:12] [Rank 0]   Group 12 Loss: 5.3539
+[2025-09-01 04:06:12] [Rank 0]   Group 13 Loss: 5.3636
+[2025-09-01 04:06:12] [Rank 0]   Group 13 Loss: 5.3636
+[2025-09-01 04:06:12] [Rank 0]   Group 14 Loss: 5.2722
+[2025-09-01 04:06:12] [Rank 0]   Group 14 Loss: 5.2722
+[2025-09-01 04:06:12] [Rank 0]   Group 15 Loss: 5.3355
+[2025-09-01 04:06:12] [Rank 0]   Group 15 Loss: 5.3355
+[2025-09-01 04:06:12] [Rank 0]   Group 0 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 0 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 1 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 1 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 2 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 2 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 3 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 3 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 4 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 4 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 5 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 5 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 6 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 6 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 7 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 7 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 8 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 8 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 9 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 9 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 10 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 10 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 11 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 11 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 12 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 12 FTA: 1.0000
+[2025-09-01 04:06:12] [Rank 0]   Group 13 FTA: 0.8200
+[2025-09-01 04:06:12] [Rank 0]   Group 13 FTA: 0.8200
+[2025-09-01 04:06:12] [Rank 0]   Group 14 FTA: 0.3400
+[2025-09-01 04:06:12] [Rank 0]   Group 14 FTA: 0.3400
+[2025-09-01 04:06:12] [Rank 0]   Group 15 FTA: 0.2100
+[2025-09-01 04:06:12] [Rank 0]   Group 15 FTA: 0.2100
+[2025-09-01 04:06:13] [Rank 0] [✓] Per-Class Loss curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/per_class_loss_curves.png
+[2025-09-01 04:06:13] [Rank 0] [✓] Per-Class Loss curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/per_class_loss_curves.png
+[2025-09-01 04:06:13] [Rank 0] [✓] Per-Class FTA curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/per_class_acc_curves.png
+[2025-09-01 04:06:13] [Rank 0] [✓] Per-Class FTA curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/per_class_acc_curves.png
+[2025-09-01 04:06:13] [Rank 0] [✓] Total Detailed Loss curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/total_loss_curve.png
+[2025-09-01 04:06:13] [Rank 0] [✓] Total Detailed Loss curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/total_loss_curve.png
+[2025-09-01 04:06:14] [Rank 0] [✓] Total Detailed FTA curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/total_acc_curve.png
+[2025-09-01 04:06:14] [Rank 0] [✓] Total Detailed FTA curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/total_acc_curve.png
+[2025-09-01 04:06:14] [Rank 0] step:9501/10000 train_time:343547ms step_avg:36.16ms
+[2025-09-01 04:06:14] [Rank 0] step:9501/10000 train_time:343547ms step_avg:36.16ms
+[2025-09-01 04:06:14] [Rank 0] step:9521/10000 train_time:344000ms step_avg:36.13ms
+[2025-09-01 04:06:14] [Rank 0] step:9521/10000 train_time:344000ms step_avg:36.13ms
+[2025-09-01 04:06:15] [Rank 0] step:9541/10000 train_time:344644ms step_avg:36.12ms
+[2025-09-01 04:06:15] [Rank 0] step:9541/10000 train_time:344644ms step_avg:36.12ms
+[2025-09-01 04:06:16] [Rank 0] step:9561/10000 train_time:345289ms step_avg:36.11ms
+[2025-09-01 04:06:16] [Rank 0] step:9561/10000 train_time:345289ms step_avg:36.11ms
+[2025-09-01 04:06:16] [Rank 0] step:9581/10000 train_time:345934ms step_avg:36.11ms
+[2025-09-01 04:06:16] [Rank 0] step:9581/10000 train_time:345934ms step_avg:36.11ms
+[2025-09-01 04:06:17] [Rank 0] step:9601/10000 train_time:346578ms step_avg:36.10ms
+[2025-09-01 04:06:17] [Rank 0] step:9601/10000 train_time:346578ms step_avg:36.10ms
+[2025-09-01 04:06:17] [Rank 0] step:9621/10000 train_time:347223ms step_avg:36.09ms
+[2025-09-01 04:06:17] [Rank 0] step:9621/10000 train_time:347223ms step_avg:36.09ms
+[2025-09-01 04:06:18] [Rank 0] step:9641/10000 train_time:347868ms step_avg:36.08ms
+[2025-09-01 04:06:18] [Rank 0] step:9641/10000 train_time:347868ms step_avg:36.08ms
+[2025-09-01 04:06:19] [Rank 0] step:9661/10000 train_time:348791ms step_avg:36.10ms
+[2025-09-01 04:06:19] [Rank 0] step:9661/10000 train_time:348791ms step_avg:36.10ms
+[2025-09-01 04:06:20] [Rank 0] step:9681/10000 train_time:349436ms step_avg:36.10ms
+[2025-09-01 04:06:20] [Rank 0] step:9681/10000 train_time:349436ms step_avg:36.10ms
+[2025-09-01 04:06:20] [Rank 0] step:9701/10000 train_time:350081ms step_avg:36.09ms
+[2025-09-01 04:06:20] [Rank 0] step:9701/10000 train_time:350081ms step_avg:36.09ms
+[2025-09-01 04:06:21] [Rank 0] step:9721/10000 train_time:350726ms step_avg:36.08ms
+[2025-09-01 04:06:21] [Rank 0] step:9721/10000 train_time:350726ms step_avg:36.08ms
+[2025-09-01 04:06:22] [Rank 0] step:9741/10000 train_time:351370ms step_avg:36.07ms
+[2025-09-01 04:06:22] [Rank 0] step:9741/10000 train_time:351370ms step_avg:36.07ms
+[2025-09-01 04:06:22] [Rank 0] step:9761/10000 train_time:352015ms step_avg:36.06ms
+[2025-09-01 04:06:22] [Rank 0] step:9761/10000 train_time:352015ms step_avg:36.06ms
+[2025-09-01 04:06:23] [Rank 0] step:9781/10000 train_time:352659ms step_avg:36.06ms
+[2025-09-01 04:06:23] [Rank 0] step:9781/10000 train_time:352659ms step_avg:36.06ms
+[2025-09-01 04:06:24] [Rank 0] step:9801/10000 train_time:353304ms step_avg:36.05ms
+[2025-09-01 04:06:24] [Rank 0] step:9801/10000 train_time:353304ms step_avg:36.05ms
+[2025-09-01 04:06:24] [Rank 0] step:9821/10000 train_time:353948ms step_avg:36.04ms
+[2025-09-01 04:06:24] [Rank 0] step:9821/10000 train_time:353948ms step_avg:36.04ms
+[2025-09-01 04:06:25] [Rank 0] step:9841/10000 train_time:354592ms step_avg:36.03ms
+[2025-09-01 04:06:25] [Rank 0] step:9841/10000 train_time:354592ms step_avg:36.03ms
+[2025-09-01 04:06:25] [Rank 0] step:9861/10000 train_time:355236ms step_avg:36.02ms
+[2025-09-01 04:06:25] [Rank 0] step:9861/10000 train_time:355236ms step_avg:36.02ms
+[2025-09-01 04:06:26] [Rank 0] step:9881/10000 train_time:355880ms step_avg:36.02ms
+[2025-09-01 04:06:26] [Rank 0] step:9881/10000 train_time:355880ms step_avg:36.02ms
+[2025-09-01 04:06:27] [Rank 0] step:9901/10000 train_time:356524ms step_avg:36.01ms
+[2025-09-01 04:06:27] [Rank 0] step:9901/10000 train_time:356524ms step_avg:36.01ms
+[2025-09-01 04:06:27] [Rank 0] step:9921/10000 train_time:357170ms step_avg:36.00ms
+[2025-09-01 04:06:27] [Rank 0] step:9921/10000 train_time:357170ms step_avg:36.00ms
+[2025-09-01 04:06:28] [Rank 0] step:9941/10000 train_time:357815ms step_avg:35.99ms
+[2025-09-01 04:06:28] [Rank 0] step:9941/10000 train_time:357815ms step_avg:35.99ms
+[2025-09-01 04:06:29] [Rank 0] step:9961/10000 train_time:358459ms step_avg:35.99ms
+[2025-09-01 04:06:29] [Rank 0] step:9961/10000 train_time:358459ms step_avg:35.99ms
+[2025-09-01 04:06:29] [Rank 0] step:9981/10000 train_time:359103ms step_avg:35.98ms
+[2025-09-01 04:06:29] [Rank 0] step:9981/10000 train_time:359103ms step_avg:35.98ms
+[2025-09-01 04:06:30] [Rank 0] step:10000/10000 train_time:359716ms step_avg:35.97ms
+[2025-09-01 04:06:30] [Rank 0] step:10000/10000 train_time:359716ms step_avg:35.97ms
+[2025-09-01 04:06:30] [Rank 0] PRINT: Warning: val_tokens (491520) not perfectly divisible by val_batch_size (65536). Some tokens might be missed.
+[2025-09-01 04:06:30] [Rank 0] PRINT: Warning: val_tokens (491520) not perfectly divisible by val_batch_size (65536). Some tokens might be missed.
+[2025-09-01 04:06:30] [Rank 0] PRINT: step:10000/10000 train_loss:0.6476 val_loss:0.6413 train_time:359970ms step_avg:36.00ms
+[2025-09-01 04:06:30] [Rank 0] PRINT: step:10000/10000 train_loss:0.6476 val_loss:0.6413 train_time:359970ms step_avg:36.00ms
+[2025-09-01 04:06:30] [Rank 0] 
+--- Starting Detailed Evaluation (Loss & FTA) ---
+[2025-09-01 04:06:30] [Rank 0] 
+--- Starting Detailed Evaluation (Loss & FTA) ---
+[2025-09-01 04:06:31] [Rank 0] PRINT: Fixed-eval set loaded with 1600 samples.
+[2025-09-01 04:06:31] [Rank 0] PRINT: Fixed-eval set loaded with 1600 samples.
+[2025-09-01 04:08:07] [Rank 0] --- Detailed Evaluation Complete ---
+[2025-09-01 04:08:07] [Rank 0] --- Detailed Evaluation Complete ---
+[2025-09-01 04:08:07] [Rank 0] --- Detailed Evaluation Results (This Step) ---
+[2025-09-01 04:08:07] [Rank 0] --- Detailed Evaluation Results (This Step) ---
+[2025-09-01 04:08:07] [Rank 0]   Total Loss: 5.1904
+[2025-09-01 04:08:07] [Rank 0]   Total Loss: 5.1904
+[2025-09-01 04:08:07] [Rank 0]   Total FTA (Unweighted): 0.9044
+[2025-09-01 04:08:07] [Rank 0]   Total FTA (Unweighted): 0.9044
+[2025-09-01 04:08:07] [Rank 0]   Total FTA (Weighted):   0.9044
+[2025-09-01 04:08:07] [Rank 0]   Total FTA (Weighted):   0.9044
+[2025-09-01 04:08:07] [Rank 0]   Group 0 Loss: 5.0496
+[2025-09-01 04:08:07] [Rank 0]   Group 0 Loss: 5.0496
+[2025-09-01 04:08:07] [Rank 0]   Group 1 Loss: 4.7762
+[2025-09-01 04:08:07] [Rank 0]   Group 1 Loss: 4.7762
+[2025-09-01 04:08:07] [Rank 0]   Group 2 Loss: 4.5642
+[2025-09-01 04:08:07] [Rank 0]   Group 2 Loss: 4.5642
+[2025-09-01 04:08:07] [Rank 0]   Group 3 Loss: 5.1660
+[2025-09-01 04:08:07] [Rank 0]   Group 3 Loss: 5.1660
+[2025-09-01 04:08:07] [Rank 0]   Group 4 Loss: 5.0969
+[2025-09-01 04:08:07] [Rank 0]   Group 4 Loss: 5.0969
+[2025-09-01 04:08:07] [Rank 0]   Group 5 Loss: 5.1926
+[2025-09-01 04:08:07] [Rank 0]   Group 5 Loss: 5.1926
+[2025-09-01 04:08:07] [Rank 0]   Group 6 Loss: 5.1615
+[2025-09-01 04:08:07] [Rank 0]   Group 6 Loss: 5.1615
+[2025-09-01 04:08:07] [Rank 0]   Group 7 Loss: 5.1996
+[2025-09-01 04:08:07] [Rank 0]   Group 7 Loss: 5.1996
+[2025-09-01 04:08:07] [Rank 0]   Group 8 Loss: 5.3131
+[2025-09-01 04:08:07] [Rank 0]   Group 8 Loss: 5.3131
+[2025-09-01 04:08:07] [Rank 0]   Group 9 Loss: 5.2474
+[2025-09-01 04:08:07] [Rank 0]   Group 9 Loss: 5.2474
+[2025-09-01 04:08:07] [Rank 0]   Group 10 Loss: 5.3677
+[2025-09-01 04:08:07] [Rank 0]   Group 10 Loss: 5.3677
+[2025-09-01 04:08:07] [Rank 0]   Group 11 Loss: 5.3604
+[2025-09-01 04:08:07] [Rank 0]   Group 11 Loss: 5.3604
+[2025-09-01 04:08:07] [Rank 0]   Group 12 Loss: 5.4163
+[2025-09-01 04:08:07] [Rank 0]   Group 12 Loss: 5.4163
+[2025-09-01 04:08:07] [Rank 0]   Group 13 Loss: 5.4290
+[2025-09-01 04:08:07] [Rank 0]   Group 13 Loss: 5.4290
+[2025-09-01 04:08:07] [Rank 0]   Group 14 Loss: 5.3351
+[2025-09-01 04:08:07] [Rank 0]   Group 14 Loss: 5.3351
+[2025-09-01 04:08:07] [Rank 0]   Group 15 Loss: 5.3716
+[2025-09-01 04:08:07] [Rank 0]   Group 15 Loss: 5.3716
+[2025-09-01 04:08:07] [Rank 0]   Group 0 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 0 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 1 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 1 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 2 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 2 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 3 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 3 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 4 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 4 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 5 FTA: 1.0000
+[2025-09-01 04:08:07] [Rank 0]   Group 5 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 6 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 6 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 7 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 7 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 8 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 8 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 9 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 9 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 10 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 10 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 11 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 11 FTA: 1.0000
+[2025-09-01 04:08:08] [Rank 0]   Group 12 FTA: 0.9900
+[2025-09-01 04:08:08] [Rank 0]   Group 12 FTA: 0.9900
+[2025-09-01 04:08:08] [Rank 0]   Group 13 FTA: 0.8500
+[2025-09-01 04:08:08] [Rank 0]   Group 13 FTA: 0.8500
+[2025-09-01 04:08:08] [Rank 0]   Group 14 FTA: 0.3800
+[2025-09-01 04:08:08] [Rank 0]   Group 14 FTA: 0.3800
+[2025-09-01 04:08:08] [Rank 0]   Group 15 FTA: 0.2500
+[2025-09-01 04:08:08] [Rank 0]   Group 15 FTA: 0.2500
+[2025-09-01 04:08:08] [Rank 0] [✓] Per-Class Loss curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/per_class_loss_curves.png
+[2025-09-01 04:08:08] [Rank 0] [✓] Per-Class Loss curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/per_class_loss_curves.png
+[2025-09-01 04:08:08] [Rank 0] [✓] Per-Class FTA curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/per_class_acc_curves.png
+[2025-09-01 04:08:08] [Rank 0] [✓] Per-Class FTA curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/per_class_acc_curves.png
+[2025-09-01 04:08:09] [Rank 0] [✓] Total Detailed Loss curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/total_loss_curve.png
+[2025-09-01 04:08:09] [Rank 0] [✓] Total Detailed Loss curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/total_loss_curve.png
+[2025-09-01 04:08:09] [Rank 0] [✓] Total Detailed FTA curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/total_acc_curve.png
+[2025-09-01 04:08:09] [Rank 0] [✓] Total Detailed FTA curve updated and saved to: logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_44/total_acc_curve.png
+[2025-09-01 04:08:09] [Rank 0] step:10001/10000 train_time:359978ms step_avg:35.99ms
+[2025-09-01 04:08:09] [Rank 0] step:10001/10000 train_time:359978ms step_avg:35.99ms
+[2025-09-01 04:08:09] [Rank 0] PRINT: --- Training Finished: Mon Sep  1 04:08:09 2025 ---
+[2025-09-01 04:08:09] [Rank 0] PRINT: --- Training Finished: Mon Sep  1 04:08:09 2025 ---
+[2025-09-01 04:08:09] [Rank 0] PRINT: Peak memory allocated: 4264 MiB reserved: 5088 MiB
+[2025-09-01 04:08:09] [Rank 0] PRINT: Peak memory allocated: 4264 MiB reserved: 5088 MiB

logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_45/config.json

@@ -0,0 +1,29 @@
+{
+    "cli_args": {
+        "unet": false,
+        "seed": 45,
+        "optimizer_mode": 5,
+        "model_parameterization": "qkvo",
+        "per_group_k": 100,
+        "muon_lr": 0.01,
+        "adam_lr": 0.002,
+        "base_dir": "logs_qa_adam/lr_search_long",
+        "sgd_lr": 0.01,
+        "m_val": 15,
+        "qa_jsonl_path": "/home/aiops/zhangfz/MUON_theory_copy/qa_m15/qa_tail_m15.jsonl"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory_copy/qa_m15/qa_tail_m15_bin/train_data/train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory_copy/qa_m15/qa_tail_m15_bin/val_data/val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.8,
+        "vocab_size": 50257,
+        "val_loss_every": 500,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "287f11fd-0444-477e-8ae3-c805a8bc750f",
+    "script_code_logged_at_start": true
+}

logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_45/fixed_eval_indices.json

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logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_46/config.json

@@ -0,0 +1,29 @@
+{
+    "cli_args": {
+        "unet": false,
+        "seed": 46,
+        "optimizer_mode": 5,
+        "model_parameterization": "qkvo",
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+        "base_dir": "logs_qa_adam/lr_search_long",
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+        "m_val": 15,
+        "qa_jsonl_path": "/home/aiops/zhangfz/MUON_theory_copy/qa_m15/qa_tail_m15.jsonl"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory_copy/qa_m15/qa_tail_m15_bin/train_data/train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory_copy/qa_m15/qa_tail_m15_bin/val_data/val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.8,
+        "vocab_size": 50257,
+        "val_loss_every": 500,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "9edf7394-9918-4120-96d3-09aee395b3f2",
+    "script_code_logged_at_start": true
+}

logs_qa_adam/lr_search_long/mode_5_param_qkvo_lr_0.002_seed_46/fixed_eval_indices.json

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