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Datasets:
k-l-lambda
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trigoRL

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training folder added.

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+ 2025-11-30 17:25:21 - INFO - ================================================================================
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+ 2025-11-30 17:25:21 - INFO - Attention Language Model Training
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+ 2025-11-30 17:25:21 - INFO - ================================================================================
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+ 2025-11-30 17:25:21 - INFO - Experiment ID: trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local
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+ 2025-11-30 17:25:21 - INFO - Output directory: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local
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+ 2025-11-30 17:25:21 - INFO - Config saved to: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/config.yaml
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+ 2025-11-30 17:25:21 - INFO - Log file: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/train.log
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+ 2025-11-30 17:25:21 - INFO -
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+ 2025-11-30 17:25:21 - INFO - Configuration:
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+ 2025-11-30 17:25:21 - INFO - id: trigor/${date:}-${hydra:job.config_name}
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+ desc:
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+ - 'scheduler.lr_mul: 100'
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+ - 'model_config.lambda_value: 0.06'
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+ - 'training.warmup_steps: 50'
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+ paths:
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+ root: .
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+ data: /root/data
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+ output: /root/training
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+ data:
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+ type: TGNValueDataset
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+ data_dir: ${paths.data}/tgn/251129-sp/
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+ max_length: 8192
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+ min_length: 10
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+
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+ 2025-11-30 17:25:21 - INFO - ================================================================================
101
+ 2025-11-30 17:25:21 - INFO - Setting Random Seeds
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+ 2025-11-30 17:25:21 - INFO - ================================================================================
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+ 2025-11-30 17:25:22 - INFO - Seed: 42
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+ 2025-11-30 17:25:22 - INFO - Deterministic: True
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+ 2025-11-30 17:25:22 - INFO -
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+ 2025-11-30 17:25:22 - INFO - Device: cuda
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+ 2025-11-30 17:25:22 - INFO - GPU: NVIDIA GeForce RTX 4090
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+ 2025-11-30 17:25:22 - INFO - Memory: 25.25 GB
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+ 2025-11-30 17:25:22 - INFO - ================================================================================
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+ 2025-11-30 17:25:22 - INFO - Creating Datasets
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+ 2025-11-30 17:25:22 - INFO - ================================================================================
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+ 2025-11-30 17:25:22 - INFO -
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+ 2025-11-30 17:25:22 - INFO - Datasets created:
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+ 2025-11-30 17:25:22 - INFO - Training: 9391 samples, 469 batches
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+ 2025-11-30 17:25:22 - INFO - Validation: 212 samples, 11 batches
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+ 2025-11-30 17:25:22 - INFO -
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+ 2025-11-30 17:25:22 - INFO - ================================================================================
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+ 2025-11-30 17:25:22 - INFO - Creating Trainer
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+ 2025-11-30 17:25:22 - INFO - ================================================================================
120
+ 2025-11-30 17:25:22 - INFO -
121
+ 2025-11-30 17:25:22 - INFO - Setting trainer environment variables from config:
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+ 2025-11-30 17:25:22 - INFO - CUDA_VISIBLE_DEVICES: 6 (already set, not overriding)
123
+ 2025-11-30 17:25:22 - INFO - ================================================================================
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+ 2025-11-30 17:25:22 - INFO - Creating Model
125
+ 2025-11-30 17:25:22 - INFO - ================================================================================
126
+ 2025-11-30 17:25:23 - INFO - Converting model to dtype: torch.bfloat16
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+ 2025-11-30 17:25:23 - INFO -
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+ 2025-11-30 17:25:23 - INFO - Model created:
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+ 2025-11-30 17:25:23 - INFO - Type: ValueCausalLoss
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+ 2025-11-30 17:25:23 - INFO - Base model: GPT2CausalLM
131
+ 2025-11-30 17:25:23 - INFO - Total parameters: 849,537
132
+ 2025-11-30 17:25:23 - INFO - Trainable parameters: 849,537
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+ 2025-11-30 17:25:23 - INFO - Dtype: torch.bfloat16
134
+ 2025-11-30 17:25:25 - INFO -
135
+ 2025-11-30 17:25:25 - INFO - Trainer initialized:
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+ 2025-11-30 17:25:25 - INFO - Device: cuda
137
+ 2025-11-30 17:25:25 - INFO - Checkpoint dir: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints
138
+ 2025-11-30 17:25:25 - INFO - Training samples: 9391
139
+ 2025-11-30 17:25:25 - INFO - Validation samples: 212
140
+ 2025-11-30 17:25:25 - INFO - Batch size: 20
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+ 2025-11-30 17:25:25 - INFO - Gradient accumulation steps: 1
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+ 2025-11-30 17:25:25 - INFO - Effective batch size: 20
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+ 2025-11-30 17:25:25 - INFO - Epoch size: full dataset (469 batches)
144
+ 2025-11-30 17:25:25 - INFO - Epochs: 50
145
+ 2025-11-30 17:25:25 - INFO - Learning rate: 0.0001
146
+ 2025-11-30 17:25:25 - INFO - Warmup steps: 50
147
+ 2025-11-30 17:25:25 - INFO - Log frequency: every 160 examples
148
+ 2025-11-30 17:25:25 - INFO - Wandb logging: enabled
149
+ 2025-11-30 17:25:25 - INFO - TensorBoard logging: enabled
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+ 2025-11-30 17:25:25 - INFO -
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+ 2025-11-30 17:25:25 - INFO - ================================================================================
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+ 2025-11-30 17:25:25 - INFO - Starting Training
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+ 2025-11-30 17:25:25 - INFO - ================================================================================
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+ 2025-11-30 17:25:25 - INFO -
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+ 2025-11-30 17:25:25 - INFO - Evaluating initial model (epoch 0)...
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+ 2025-11-30 17:25:29 - INFO -
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+ 2025-11-30 17:25:29 - INFO - Initial model metrics:
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+ 2025-11-30 17:25:29 - INFO - Loss: 5.6165
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+ 2025-11-30 17:25:29 - INFO - Num_policy_tokens: 7726.2727
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+ 2025-11-30 17:25:29 - INFO - Num_value_predictions: 19.2727
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+ 2025-11-30 17:25:29 - INFO - Policy_error: 0.9557
162
+ 2025-11-30 17:25:29 - INFO - Policy_loss: 4.8466
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+ 2025-11-30 17:25:29 - INFO - Value_loss: 12.8125
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+ 2025-11-30 17:25:29 - INFO - Value_mae: 3.3111
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+ 2025-11-30 17:25:29 - INFO - Value_mse: 12.8125
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+ 2025-11-30 17:25:29 - INFO -
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+ 2025-11-30 17:33:46 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0000_val_loss_3.6463.chkpt
168
+ 2025-11-30 17:33:49 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0000_val_loss_3.6463.chkpt
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+ 2025-11-30 17:33:49 - INFO -
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+ 2025-11-30 17:33:49 - INFO - Epoch 1/50 Summary:
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+ 2025-11-30 17:33:49 - INFO - Train Loss: 4.1120
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+ 2025-11-30 17:33:49 - INFO - Train Num_policy_tokens: 7981.6055
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+ 2025-11-30 17:33:49 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 17:33:49 - INFO - Train Policy_error: 0.6179
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+ 2025-11-30 17:33:49 - INFO - Train Policy_loss: 3.3147
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+ 2025-11-30 17:33:49 - INFO - Train Value_loss: 13.2795
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+ 2025-11-30 17:33:49 - INFO - Train Value_mae: 3.3733
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+ 2025-11-30 17:33:49 - INFO - Train Value_mse: 13.2795
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+ 2025-11-30 17:33:49 - INFO - Val Loss: 3.6463
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+ 2025-11-30 17:33:49 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 17:33:49 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 17:33:49 - INFO - Val Policy_error: 0.5397
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+ 2025-11-30 17:33:49 - INFO - Val Policy_loss: 2.8935
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+ 2025-11-30 17:33:49 - INFO - Val Value_loss: 12.5170
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+ 2025-11-30 17:33:49 - INFO - Val Value_mae: 3.2557
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+ 2025-11-30 17:33:49 - INFO - Val Value_mse: 12.5170
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+ 2025-11-30 17:42:07 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0001_val_loss_3.6136.chkpt
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+ 2025-11-30 17:42:09 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0001_val_loss_3.6136.chkpt
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+ 2025-11-30 17:42:09 - INFO -
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+ 2025-11-30 17:42:09 - INFO - Epoch 2/50 Summary:
191
+ 2025-11-30 17:42:09 - INFO - Train Loss: 3.7004
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+ 2025-11-30 17:42:09 - INFO - Train Num_policy_tokens: 7983.4222
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+ 2025-11-30 17:42:09 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 17:42:09 - INFO - Train Policy_error: 0.5419
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+ 2025-11-30 17:42:09 - INFO - Train Policy_loss: 2.9060
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+ 2025-11-30 17:42:09 - INFO - Train Value_loss: 13.2441
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+ 2025-11-30 17:42:09 - INFO - Train Value_mae: 3.3705
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+ 2025-11-30 17:42:09 - INFO - Train Value_mse: 13.2441
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+ 2025-11-30 17:42:09 - INFO - Val Loss: 3.6136
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+ 2025-11-30 17:42:09 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 17:42:09 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 17:42:09 - INFO - Val Policy_error: 0.5331
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+ 2025-11-30 17:42:09 - INFO - Val Policy_loss: 2.8636
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+ 2025-11-30 17:42:09 - INFO - Val Value_loss: 12.4830
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+ 2025-11-30 17:42:09 - INFO - Val Value_mae: 3.2614
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+ 2025-11-30 17:42:09 - INFO - Val Value_mse: 12.4830
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+ 2025-11-30 17:50:25 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0002_val_loss_3.6037.chkpt
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+ 2025-11-30 17:50:28 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0002_val_loss_3.6037.chkpt
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+ 2025-11-30 17:50:28 - INFO -
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+ 2025-11-30 17:50:28 - INFO - Epoch 3/50 Summary:
211
+ 2025-11-30 17:50:28 - INFO - Train Loss: 3.6860
212
+ 2025-11-30 17:50:28 - INFO - Train Num_policy_tokens: 7980.2708
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+ 2025-11-30 17:50:28 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 17:50:28 - INFO - Train Policy_error: 0.5382
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+ 2025-11-30 17:50:28 - INFO - Train Policy_loss: 2.8922
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+ 2025-11-30 17:50:28 - INFO - Train Value_loss: 13.2327
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+ 2025-11-30 17:50:28 - INFO - Train Value_mae: 3.3678
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+ 2025-11-30 17:50:28 - INFO - Train Value_mse: 13.2327
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+ 2025-11-30 17:50:28 - INFO - Val Loss: 3.6037
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+ 2025-11-30 17:50:28 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 17:50:28 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 17:50:28 - INFO - Val Policy_error: 0.5303
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+ 2025-11-30 17:50:28 - INFO - Val Policy_loss: 2.8580
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+ 2025-11-30 17:50:28 - INFO - Val Value_loss: 12.4886
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+ 2025-11-30 17:50:28 - INFO - Val Value_mae: 3.2614
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+ 2025-11-30 17:50:28 - INFO - Val Value_mse: 12.4886
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+ 2025-11-30 17:58:46 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 17:58:48 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 17:58:48 - INFO -
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+ 2025-11-30 17:58:48 - INFO - Epoch 4/50 Summary:
231
+ 2025-11-30 17:58:48 - INFO - Train Loss: 3.6835
232
+ 2025-11-30 17:58:48 - INFO - Train Num_policy_tokens: 7982.0469
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+ 2025-11-30 17:58:48 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 17:58:48 - INFO - Train Policy_error: 0.5375
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+ 2025-11-30 17:58:48 - INFO - Train Policy_loss: 2.8888
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+ 2025-11-30 17:58:48 - INFO - Train Value_loss: 13.2437
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+ 2025-11-30 17:58:48 - INFO - Train Value_mae: 3.3697
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+ 2025-11-30 17:58:48 - INFO - Train Value_mse: 13.2437
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+ 2025-11-30 17:58:48 - INFO - Val Loss: 3.6080
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+ 2025-11-30 17:58:48 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 17:58:48 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 17:58:48 - INFO - Val Policy_error: 0.5249
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+ 2025-11-30 17:58:48 - INFO - Val Policy_loss: 2.8594
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+ 2025-11-30 17:58:48 - INFO - Val Value_loss: 12.4773
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+ 2025-11-30 17:58:48 - INFO - Val Value_mae: 3.2670
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+ 2025-11-30 17:58:48 - INFO - Val Value_mse: 12.4773
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+ 2025-11-30 18:07:06 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 18:07:08 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 18:07:08 - INFO -
250
+ 2025-11-30 18:07:08 - INFO - Epoch 5/50 Summary:
251
+ 2025-11-30 18:07:08 - INFO - Train Loss: 3.6810
252
+ 2025-11-30 18:07:08 - INFO - Train Num_policy_tokens: 7980.1812
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+ 2025-11-30 18:07:08 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 18:07:08 - INFO - Train Policy_error: 0.5377
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+ 2025-11-30 18:07:08 - INFO - Train Policy_loss: 2.8884
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+ 2025-11-30 18:07:08 - INFO - Train Value_loss: 13.2109
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+ 2025-11-30 18:07:08 - INFO - Train Value_mae: 3.3653
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+ 2025-11-30 18:07:08 - INFO - Train Value_mse: 13.2109
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+ 2025-11-30 18:07:08 - INFO - Val Loss: 3.6051
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+ 2025-11-30 18:07:08 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 18:07:08 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 18:07:08 - INFO - Val Policy_error: 0.5278
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+ 2025-11-30 18:07:08 - INFO - Val Policy_loss: 2.8565
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+ 2025-11-30 18:07:08 - INFO - Val Value_loss: 12.4886
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+ 2025-11-30 18:07:08 - INFO - Val Value_mae: 3.2656
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+ 2025-11-30 18:07:08 - INFO - Val Value_mse: 12.4886
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+ 2025-11-30 18:15:25 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0005_val_loss_3.6023.chkpt
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+ 2025-11-30 18:15:28 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0005_val_loss_3.6023.chkpt
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+ 2025-11-30 18:15:28 - INFO -
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+ 2025-11-30 18:15:28 - INFO - Epoch 6/50 Summary:
271
+ 2025-11-30 18:15:28 - INFO - Train Loss: 3.6790
272
+ 2025-11-30 18:15:28 - INFO - Train Num_policy_tokens: 7984.1791
273
+ 2025-11-30 18:15:28 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 18:15:28 - INFO - Train Policy_error: 0.5374
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+ 2025-11-30 18:15:28 - INFO - Train Policy_loss: 2.8875
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+ 2025-11-30 18:15:28 - INFO - Train Value_loss: 13.1998
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+ 2025-11-30 18:15:28 - INFO - Train Value_mae: 3.3635
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+ 2025-11-30 18:15:28 - INFO - Train Value_mse: 13.1998
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+ 2025-11-30 18:15:28 - INFO - Val Loss: 3.6023
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+ 2025-11-30 18:15:28 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 18:15:28 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 18:15:28 - INFO - Val Policy_error: 0.5276
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+ 2025-11-30 18:15:28 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 18:15:28 - INFO - Val Value_loss: 12.5000
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+ 2025-11-30 18:15:28 - INFO - Val Value_mae: 3.2727
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+ 2025-11-30 18:15:28 - INFO - Val Value_mse: 12.5000
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+ 2025-11-30 18:23:46 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0006_val_loss_3.6009.chkpt
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+ 2025-11-30 18:23:48 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0006_val_loss_3.6009.chkpt
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+ 2025-11-30 18:23:48 - INFO -
290
+ 2025-11-30 18:23:48 - INFO - Epoch 7/50 Summary:
291
+ 2025-11-30 18:23:48 - INFO - Train Loss: 3.6800
292
+ 2025-11-30 18:23:48 - INFO - Train Num_policy_tokens: 7981.8273
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+ 2025-11-30 18:23:48 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 18:23:48 - INFO - Train Policy_error: 0.5366
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+ 2025-11-30 18:23:48 - INFO - Train Policy_loss: 2.8869
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+ 2025-11-30 18:23:48 - INFO - Train Value_loss: 13.2210
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+ 2025-11-30 18:23:48 - INFO - Train Value_mae: 3.3648
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+ 2025-11-30 18:23:48 - INFO - Train Value_mse: 13.2210
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+ 2025-11-30 18:23:48 - INFO - Val Loss: 3.6009
300
+ 2025-11-30 18:23:48 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 18:23:48 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 18:23:48 - INFO - Val Policy_error: 0.5277
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+ 2025-11-30 18:23:48 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 18:23:48 - INFO - Val Value_loss: 12.4801
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+ 2025-11-30 18:23:48 - INFO - Val Value_mae: 3.2699
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+ 2025-11-30 18:23:48 - INFO - Val Value_mse: 12.4801
307
+ 2025-11-30 18:32:04 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 18:32:07 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 18:32:07 - INFO -
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+ 2025-11-30 18:32:07 - INFO - Epoch 8/50 Summary:
311
+ 2025-11-30 18:32:07 - INFO - Train Loss: 3.6777
312
+ 2025-11-30 18:32:07 - INFO - Train Num_policy_tokens: 7980.8358
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+ 2025-11-30 18:32:07 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 18:32:07 - INFO - Train Policy_error: 0.5369
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+ 2025-11-30 18:32:07 - INFO - Train Policy_loss: 2.8859
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+ 2025-11-30 18:32:07 - INFO - Train Value_loss: 13.1944
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+ 2025-11-30 18:32:07 - INFO - Train Value_mae: 3.3629
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+ 2025-11-30 18:32:07 - INFO - Train Value_mse: 13.1944
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+ 2025-11-30 18:32:07 - INFO - Val Loss: 3.6009
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+ 2025-11-30 18:32:07 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 18:32:07 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 18:32:07 - INFO - Val Policy_error: 0.5277
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+ 2025-11-30 18:32:07 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 18:32:07 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 18:32:07 - INFO - Val Value_mae: 3.2685
326
+ 2025-11-30 18:32:07 - INFO - Val Value_mse: 12.4688
327
+ 2025-11-30 18:40:24 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 18:40:27 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 18:40:27 - INFO -
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+ 2025-11-30 18:40:27 - INFO - Epoch 9/50 Summary:
331
+ 2025-11-30 18:40:27 - INFO - Train Loss: 3.6770
332
+ 2025-11-30 18:40:27 - INFO - Train Num_policy_tokens: 7981.1535
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+ 2025-11-30 18:40:27 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 18:40:27 - INFO - Train Policy_error: 0.5366
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+ 2025-11-30 18:40:27 - INFO - Train Policy_loss: 2.8861
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+ 2025-11-30 18:40:27 - INFO - Train Value_loss: 13.1865
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+ 2025-11-30 18:40:27 - INFO - Train Value_mae: 3.3624
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+ 2025-11-30 18:40:27 - INFO - Train Value_mse: 13.1865
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+ 2025-11-30 18:40:27 - INFO - Val Loss: 3.6037
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+ 2025-11-30 18:40:27 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 18:40:27 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 18:40:27 - INFO - Val Policy_error: 0.5255
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+ 2025-11-30 18:40:27 - INFO - Val Policy_loss: 2.8551
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+ 2025-11-30 18:40:27 - INFO - Val Value_loss: 12.4886
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+ 2025-11-30 18:40:27 - INFO - Val Value_mae: 3.2685
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+ 2025-11-30 18:40:27 - INFO - Val Value_mse: 12.4886
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+ 2025-11-30 18:48:44 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0009_val_loss_3.5994.chkpt
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+ 2025-11-30 18:48:47 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0009_val_loss_3.5994.chkpt
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+ 2025-11-30 18:48:47 - INFO -
350
+ 2025-11-30 18:48:47 - INFO - Epoch 10/50 Summary:
351
+ 2025-11-30 18:48:47 - INFO - Train Loss: 3.6785
352
+ 2025-11-30 18:48:47 - INFO - Train Num_policy_tokens: 7982.2814
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+ 2025-11-30 18:48:47 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 18:48:47 - INFO - Train Policy_error: 0.5369
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+ 2025-11-30 18:48:47 - INFO - Train Policy_loss: 2.8863
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+ 2025-11-30 18:48:47 - INFO - Train Value_loss: 13.2052
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+ 2025-11-30 18:48:47 - INFO - Train Value_mae: 3.3619
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+ 2025-11-30 18:48:47 - INFO - Train Value_mse: 13.2052
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+ 2025-11-30 18:48:47 - INFO - Val Loss: 3.5994
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+ 2025-11-30 18:48:47 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 18:48:47 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 18:48:47 - INFO - Val Policy_error: 0.5294
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+ 2025-11-30 18:48:47 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 18:48:47 - INFO - Val Value_loss: 12.4915
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+ 2025-11-30 18:48:47 - INFO - Val Value_mae: 3.2699
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+ 2025-11-30 18:48:47 - INFO - Val Value_mse: 12.4915
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+ 2025-11-30 18:57:03 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 18:57:06 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 18:57:06 - INFO -
370
+ 2025-11-30 18:57:06 - INFO - Epoch 11/50 Summary:
371
+ 2025-11-30 18:57:06 - INFO - Train Loss: 3.6760
372
+ 2025-11-30 18:57:06 - INFO - Train Num_policy_tokens: 7983.0064
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+ 2025-11-30 18:57:06 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 18:57:06 - INFO - Train Policy_error: 0.5370
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+ 2025-11-30 18:57:06 - INFO - Train Policy_loss: 2.8864
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+ 2025-11-30 18:57:06 - INFO - Train Value_loss: 13.1541
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+ 2025-11-30 18:57:06 - INFO - Train Value_mae: 3.3569
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+ 2025-11-30 18:57:06 - INFO - Train Value_mse: 13.1541
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+ 2025-11-30 18:57:06 - INFO - Val Loss: 3.6023
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+ 2025-11-30 18:57:06 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 18:57:06 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 18:57:06 - INFO - Val Policy_error: 0.5268
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+ 2025-11-30 18:57:06 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 18:57:06 - INFO - Val Value_loss: 12.4716
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+ 2025-11-30 18:57:06 - INFO - Val Value_mae: 3.2727
386
+ 2025-11-30 18:57:06 - INFO - Val Value_mse: 12.4716
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+ 2025-11-30 19:05:24 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:05:26 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:05:26 - INFO -
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+ 2025-11-30 19:05:26 - INFO - Epoch 12/50 Summary:
391
+ 2025-11-30 19:05:26 - INFO - Train Loss: 3.6756
392
+ 2025-11-30 19:05:26 - INFO - Train Num_policy_tokens: 7984.8060
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+ 2025-11-30 19:05:26 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 19:05:26 - INFO - Train Policy_error: 0.5372
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+ 2025-11-30 19:05:26 - INFO - Train Policy_loss: 2.8859
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+ 2025-11-30 19:05:26 - INFO - Train Value_loss: 13.1618
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+ 2025-11-30 19:05:26 - INFO - Train Value_mae: 3.3581
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+ 2025-11-30 19:05:26 - INFO - Train Value_mse: 13.1618
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+ 2025-11-30 19:05:26 - INFO - Val Loss: 3.5994
400
+ 2025-11-30 19:05:26 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 19:05:26 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 19:05:26 - INFO - Val Policy_error: 0.5290
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+ 2025-11-30 19:05:26 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 19:05:26 - INFO - Val Value_loss: 12.4801
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+ 2025-11-30 19:05:26 - INFO - Val Value_mae: 3.2713
406
+ 2025-11-30 19:05:26 - INFO - Val Value_mse: 12.4801
407
+ 2025-11-30 19:13:42 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:13:44 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:13:44 - INFO -
410
+ 2025-11-30 19:13:44 - INFO - Epoch 13/50 Summary:
411
+ 2025-11-30 19:13:44 - INFO - Train Loss: 3.6760
412
+ 2025-11-30 19:13:44 - INFO - Train Num_policy_tokens: 7982.8891
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+ 2025-11-30 19:13:44 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 19:13:44 - INFO - Train Policy_error: 0.5369
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+ 2025-11-30 19:13:44 - INFO - Train Policy_loss: 2.8855
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+ 2025-11-30 19:13:44 - INFO - Train Value_loss: 13.1750
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+ 2025-11-30 19:13:44 - INFO - Train Value_mae: 3.3595
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+ 2025-11-30 19:13:44 - INFO - Train Value_mse: 13.1750
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+ 2025-11-30 19:13:44 - INFO - Val Loss: 3.6051
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+ 2025-11-30 19:13:44 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 19:13:44 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 19:13:44 - INFO - Val Policy_error: 0.5277
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+ 2025-11-30 19:13:44 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 19:13:44 - INFO - Val Value_loss: 12.4886
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+ 2025-11-30 19:13:44 - INFO - Val Value_mae: 3.2713
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+ 2025-11-30 19:13:44 - INFO - Val Value_mse: 12.4886
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+ 2025-11-30 19:22:02 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:22:05 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:22:05 - INFO -
430
+ 2025-11-30 19:22:05 - INFO - Epoch 14/50 Summary:
431
+ 2025-11-30 19:22:05 - INFO - Train Loss: 3.6769
432
+ 2025-11-30 19:22:05 - INFO - Train Num_policy_tokens: 7980.5608
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+ 2025-11-30 19:22:05 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 19:22:05 - INFO - Train Policy_error: 0.5373
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+ 2025-11-30 19:22:05 - INFO - Train Policy_loss: 2.8869
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+ 2025-11-30 19:22:05 - INFO - Train Value_loss: 13.1700
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+ 2025-11-30 19:22:05 - INFO - Train Value_mae: 3.3584
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+ 2025-11-30 19:22:05 - INFO - Train Value_mse: 13.1700
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+ 2025-11-30 19:22:05 - INFO - Val Loss: 3.6037
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+ 2025-11-30 19:22:05 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 19:22:05 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 19:22:05 - INFO - Val Policy_error: 0.5284
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+ 2025-11-30 19:22:05 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 19:22:05 - INFO - Val Value_loss: 12.4858
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+ 2025-11-30 19:22:05 - INFO - Val Value_mae: 3.2727
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+ 2025-11-30 19:22:05 - INFO - Val Value_mse: 12.4858
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+ 2025-11-30 19:30:21 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:30:23 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:30:23 - INFO -
450
+ 2025-11-30 19:30:23 - INFO - Epoch 15/50 Summary:
451
+ 2025-11-30 19:30:23 - INFO - Train Loss: 3.6746
452
+ 2025-11-30 19:30:23 - INFO - Train Num_policy_tokens: 7982.6546
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+ 2025-11-30 19:30:23 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 19:30:23 - INFO - Train Policy_error: 0.5371
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+ 2025-11-30 19:30:23 - INFO - Train Policy_loss: 2.8852
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+ 2025-11-30 19:30:23 - INFO - Train Value_loss: 13.1601
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+ 2025-11-30 19:30:23 - INFO - Train Value_mae: 3.3595
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+ 2025-11-30 19:30:23 - INFO - Train Value_mse: 13.1601
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+ 2025-11-30 19:30:23 - INFO - Val Loss: 3.6023
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+ 2025-11-30 19:30:23 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 19:30:23 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 19:30:23 - INFO - Val Policy_error: 0.5277
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+ 2025-11-30 19:30:23 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 19:30:23 - INFO - Val Value_loss: 12.5057
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+ 2025-11-30 19:30:23 - INFO - Val Value_mae: 3.2756
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+ 2025-11-30 19:30:23 - INFO - Val Value_mse: 12.5057
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+ 2025-11-30 19:38:40 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:38:42 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:38:42 - INFO -
470
+ 2025-11-30 19:38:42 - INFO - Epoch 16/50 Summary:
471
+ 2025-11-30 19:38:42 - INFO - Train Loss: 3.6766
472
+ 2025-11-30 19:38:42 - INFO - Train Num_policy_tokens: 7980.4520
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+ 2025-11-30 19:38:42 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 19:38:42 - INFO - Train Policy_error: 0.5371
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+ 2025-11-30 19:38:42 - INFO - Train Policy_loss: 2.8860
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+ 2025-11-30 19:38:42 - INFO - Train Value_loss: 13.1792
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+ 2025-11-30 19:38:42 - INFO - Train Value_mae: 3.3600
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+ 2025-11-30 19:38:42 - INFO - Train Value_mse: 13.1792
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+ 2025-11-30 19:38:42 - INFO - Val Loss: 3.6051
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+ 2025-11-30 19:38:42 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 19:38:42 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 19:38:42 - INFO - Val Policy_error: 0.5274
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+ 2025-11-30 19:38:42 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 19:38:42 - INFO - Val Value_loss: 12.5000
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+ 2025-11-30 19:38:42 - INFO - Val Value_mae: 3.2741
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+ 2025-11-30 19:38:42 - INFO - Val Value_mse: 12.5000
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+ 2025-11-30 19:46:59 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:47:02 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 19:47:02 - INFO -
490
+ 2025-11-30 19:47:02 - INFO - Epoch 17/50 Summary:
491
+ 2025-11-30 19:47:02 - INFO - Train Loss: 3.6774
492
+ 2025-11-30 19:47:02 - INFO - Train Num_policy_tokens: 7981.6013
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+ 2025-11-30 19:47:02 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 19:47:02 - INFO - Train Policy_error: 0.5366
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+ 2025-11-30 19:47:02 - INFO - Train Policy_loss: 2.8859
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+ 2025-11-30 19:47:02 - INFO - Train Value_loss: 13.1971
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+ 2025-11-30 19:47:02 - INFO - Train Value_mae: 3.3616
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+ 2025-11-30 19:47:02 - INFO - Train Value_mse: 13.1971
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+ 2025-11-30 19:47:02 - INFO - Val Loss: 3.6051
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+ 2025-11-30 19:47:02 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 19:47:02 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 19:47:02 - INFO - Val Policy_error: 0.5273
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+ 2025-11-30 19:47:02 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 19:47:02 - INFO - Val Value_loss: 12.5057
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+ 2025-11-30 19:47:02 - INFO - Val Value_mae: 3.2741
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+ 2025-11-30 19:47:02 - INFO - Val Value_mse: 12.5057
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+ 2025-11-30 19:55:19 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0017_val_loss_3.5980.chkpt
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+ 2025-11-30 19:55:21 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/ep0017_val_loss_3.5980.chkpt
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+ 2025-11-30 19:55:21 - INFO -
510
+ 2025-11-30 19:55:21 - INFO - Epoch 18/50 Summary:
511
+ 2025-11-30 19:55:21 - INFO - Train Loss: 3.6761
512
+ 2025-11-30 19:55:21 - INFO - Train Num_policy_tokens: 7981.3369
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+ 2025-11-30 19:55:21 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 19:55:21 - INFO - Train Policy_error: 0.5366
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+ 2025-11-30 19:55:21 - INFO - Train Policy_loss: 2.8851
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+ 2025-11-30 19:55:21 - INFO - Train Value_loss: 13.1832
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+ 2025-11-30 19:55:21 - INFO - Train Value_mae: 3.3583
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+ 2025-11-30 19:55:21 - INFO - Train Value_mse: 13.1832
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+ 2025-11-30 19:55:21 - INFO - Val Loss: 3.5980
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+ 2025-11-30 19:55:21 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 19:55:21 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 19:55:21 - INFO - Val Policy_error: 0.5283
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+ 2025-11-30 19:55:21 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 19:55:21 - INFO - Val Value_loss: 12.4915
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+ 2025-11-30 19:55:21 - INFO - Val Value_mae: 3.2741
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+ 2025-11-30 19:55:21 - INFO - Val Value_mse: 12.4915
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+ 2025-11-30 20:03:37 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 20:03:39 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
529
+ 2025-11-30 20:03:39 - INFO -
530
+ 2025-11-30 20:03:39 - INFO - Epoch 19/50 Summary:
531
+ 2025-11-30 20:03:39 - INFO - Train Loss: 3.6753
532
+ 2025-11-30 20:03:39 - INFO - Train Num_policy_tokens: 7983.3390
533
+ 2025-11-30 20:03:39 - INFO - Train Num_value_predictions: 20.0000
534
+ 2025-11-30 20:03:39 - INFO - Train Policy_error: 0.5370
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+ 2025-11-30 20:03:39 - INFO - Train Policy_loss: 2.8853
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+ 2025-11-30 20:03:39 - INFO - Train Value_loss: 13.1720
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+ 2025-11-30 20:03:39 - INFO - Train Value_mae: 3.3586
538
+ 2025-11-30 20:03:39 - INFO - Train Value_mse: 13.1720
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+ 2025-11-30 20:03:39 - INFO - Val Loss: 3.6065
540
+ 2025-11-30 20:03:39 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 20:03:39 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 20:03:39 - INFO - Val Policy_error: 0.5282
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+ 2025-11-30 20:03:39 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 20:03:39 - INFO - Val Value_loss: 12.5057
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+ 2025-11-30 20:03:39 - INFO - Val Value_mae: 3.2756
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+ 2025-11-30 20:03:39 - INFO - Val Value_mse: 12.5057
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+ 2025-11-30 20:11:56 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
548
+ 2025-11-30 20:11:58 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
549
+ 2025-11-30 20:11:58 - INFO -
550
+ 2025-11-30 20:11:58 - INFO - Epoch 20/50 Summary:
551
+ 2025-11-30 20:11:58 - INFO - Train Loss: 3.6756
552
+ 2025-11-30 20:11:58 - INFO - Train Num_policy_tokens: 7981.5394
553
+ 2025-11-30 20:11:58 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 20:11:58 - INFO - Train Policy_error: 0.5368
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+ 2025-11-30 20:11:58 - INFO - Train Policy_loss: 2.8855
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+ 2025-11-30 20:11:58 - INFO - Train Value_loss: 13.1664
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+ 2025-11-30 20:11:58 - INFO - Train Value_mae: 3.3581
558
+ 2025-11-30 20:11:58 - INFO - Train Value_mse: 13.1664
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+ 2025-11-30 20:11:58 - INFO - Val Loss: 3.6037
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+ 2025-11-30 20:11:58 - INFO - Val Num_policy_tokens: 7726.2727
561
+ 2025-11-30 20:11:58 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 20:11:58 - INFO - Val Policy_error: 0.5288
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+ 2025-11-30 20:11:58 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 20:11:58 - INFO - Val Value_loss: 12.4943
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+ 2025-11-30 20:11:58 - INFO - Val Value_mae: 3.2798
566
+ 2025-11-30 20:11:58 - INFO - Val Value_mse: 12.4943
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+ 2025-11-30 20:20:16 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 20:20:19 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 20:20:19 - INFO -
570
+ 2025-11-30 20:20:19 - INFO - Epoch 21/50 Summary:
571
+ 2025-11-30 20:20:19 - INFO - Train Loss: 3.6765
572
+ 2025-11-30 20:20:19 - INFO - Train Num_policy_tokens: 7982.1002
573
+ 2025-11-30 20:20:19 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 20:20:19 - INFO - Train Policy_error: 0.5367
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+ 2025-11-30 20:20:19 - INFO - Train Policy_loss: 2.8858
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+ 2025-11-30 20:20:19 - INFO - Train Value_loss: 13.1784
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+ 2025-11-30 20:20:19 - INFO - Train Value_mae: 3.3608
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+ 2025-11-30 20:20:19 - INFO - Train Value_mse: 13.1784
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+ 2025-11-30 20:20:19 - INFO - Val Loss: 3.6051
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+ 2025-11-30 20:20:19 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 20:20:19 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 20:20:19 - INFO - Val Policy_error: 0.5271
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+ 2025-11-30 20:20:19 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 20:20:19 - INFO - Val Value_loss: 12.5000
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+ 2025-11-30 20:20:19 - INFO - Val Value_mae: 3.2756
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+ 2025-11-30 20:20:19 - INFO - Val Value_mse: 12.5000
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+ 2025-11-30 20:28:36 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 20:28:38 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
589
+ 2025-11-30 20:28:38 - INFO -
590
+ 2025-11-30 20:28:38 - INFO - Epoch 22/50 Summary:
591
+ 2025-11-30 20:28:38 - INFO - Train Loss: 3.6749
592
+ 2025-11-30 20:28:38 - INFO - Train Num_policy_tokens: 7978.7292
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+ 2025-11-30 20:28:38 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 20:28:38 - INFO - Train Policy_error: 0.5368
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+ 2025-11-30 20:28:38 - INFO - Train Policy_loss: 2.8856
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+ 2025-11-30 20:28:38 - INFO - Train Value_loss: 13.1570
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+ 2025-11-30 20:28:38 - INFO - Train Value_mae: 3.3553
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+ 2025-11-30 20:28:38 - INFO - Train Value_mse: 13.1570
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+ 2025-11-30 20:28:38 - INFO - Val Loss: 3.6023
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+ 2025-11-30 20:28:38 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 20:28:38 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 20:28:38 - INFO - Val Policy_error: 0.5288
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+ 2025-11-30 20:28:38 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 20:28:38 - INFO - Val Value_loss: 12.4915
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+ 2025-11-30 20:28:38 - INFO - Val Value_mae: 3.2770
606
+ 2025-11-30 20:28:38 - INFO - Val Value_mse: 12.4915
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+ 2025-11-30 20:36:55 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 20:36:58 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
609
+ 2025-11-30 20:36:58 - INFO -
610
+ 2025-11-30 20:36:58 - INFO - Epoch 23/50 Summary:
611
+ 2025-11-30 20:36:58 - INFO - Train Loss: 3.6749
612
+ 2025-11-30 20:36:58 - INFO - Train Num_policy_tokens: 7983.9083
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+ 2025-11-30 20:36:58 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 20:36:58 - INFO - Train Policy_error: 0.5372
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+ 2025-11-30 20:36:58 - INFO - Train Policy_loss: 2.8860
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+ 2025-11-30 20:36:58 - INFO - Train Value_loss: 13.1464
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+ 2025-11-30 20:36:58 - INFO - Train Value_mae: 3.3568
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+ 2025-11-30 20:36:58 - INFO - Train Value_mse: 13.1464
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+ 2025-11-30 20:36:58 - INFO - Val Loss: 3.6023
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+ 2025-11-30 20:36:58 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 20:36:58 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 20:36:58 - INFO - Val Policy_error: 0.5273
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+ 2025-11-30 20:36:58 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 20:36:58 - INFO - Val Value_loss: 12.5057
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+ 2025-11-30 20:36:58 - INFO - Val Value_mae: 3.2756
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+ 2025-11-30 20:36:58 - INFO - Val Value_mse: 12.5057
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+ 2025-11-30 20:45:14 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 20:45:17 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 20:45:17 - INFO -
630
+ 2025-11-30 20:45:17 - INFO - Epoch 24/50 Summary:
631
+ 2025-11-30 20:45:17 - INFO - Train Loss: 3.6755
632
+ 2025-11-30 20:45:17 - INFO - Train Num_policy_tokens: 7981.4691
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+ 2025-11-30 20:45:17 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 20:45:17 - INFO - Train Policy_error: 0.5369
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+ 2025-11-30 20:45:17 - INFO - Train Policy_loss: 2.8849
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+ 2025-11-30 20:45:17 - INFO - Train Value_loss: 13.1764
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+ 2025-11-30 20:45:17 - INFO - Train Value_mae: 3.3591
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+ 2025-11-30 20:45:17 - INFO - Train Value_mse: 13.1764
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+ 2025-11-30 20:45:17 - INFO - Val Loss: 3.6051
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+ 2025-11-30 20:45:17 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 20:45:17 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 20:45:17 - INFO - Val Policy_error: 0.5273
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+ 2025-11-30 20:45:17 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 20:45:17 - INFO - Val Value_loss: 12.5057
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+ 2025-11-30 20:45:17 - INFO - Val Value_mae: 3.2756
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+ 2025-11-30 20:45:17 - INFO - Val Value_mse: 12.5057
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+ 2025-11-30 20:53:32 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 20:53:35 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
649
+ 2025-11-30 20:53:35 - INFO -
650
+ 2025-11-30 20:53:35 - INFO - Epoch 25/50 Summary:
651
+ 2025-11-30 20:53:35 - INFO - Train Loss: 3.6743
652
+ 2025-11-30 20:53:35 - INFO - Train Num_policy_tokens: 7976.7612
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+ 2025-11-30 20:53:35 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 20:53:35 - INFO - Train Policy_error: 0.5370
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+ 2025-11-30 20:53:35 - INFO - Train Policy_loss: 2.8858
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+ 2025-11-30 20:53:35 - INFO - Train Value_loss: 13.1437
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+ 2025-11-30 20:53:35 - INFO - Train Value_mae: 3.3549
658
+ 2025-11-30 20:53:35 - INFO - Train Value_mse: 13.1437
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+ 2025-11-30 20:53:35 - INFO - Val Loss: 3.6037
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+ 2025-11-30 20:53:35 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 20:53:35 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 20:53:35 - INFO - Val Policy_error: 0.5271
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+ 2025-11-30 20:53:35 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 20:53:35 - INFO - Val Value_loss: 12.5170
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+ 2025-11-30 20:53:35 - INFO - Val Value_mae: 3.2756
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+ 2025-11-30 20:53:35 - INFO - Val Value_mse: 12.5170
667
+ 2025-11-30 21:01:52 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:01:54 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:01:54 - INFO -
670
+ 2025-11-30 21:01:54 - INFO - Epoch 26/50 Summary:
671
+ 2025-11-30 21:01:54 - INFO - Train Loss: 3.6755
672
+ 2025-11-30 21:01:54 - INFO - Train Num_policy_tokens: 7982.6077
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+ 2025-11-30 21:01:54 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 21:01:54 - INFO - Train Policy_error: 0.5370
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+ 2025-11-30 21:01:54 - INFO - Train Policy_loss: 2.8853
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+ 2025-11-30 21:01:54 - INFO - Train Value_loss: 13.1659
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+ 2025-11-30 21:01:54 - INFO - Train Value_mae: 3.3587
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+ 2025-11-30 21:01:54 - INFO - Train Value_mse: 13.1659
679
+ 2025-11-30 21:01:54 - INFO - Val Loss: 3.6023
680
+ 2025-11-30 21:01:54 - INFO - Val Num_policy_tokens: 7726.2727
681
+ 2025-11-30 21:01:54 - INFO - Val Num_value_predictions: 19.2727
682
+ 2025-11-30 21:01:54 - INFO - Val Policy_error: 0.5267
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+ 2025-11-30 21:01:54 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 21:01:54 - INFO - Val Value_loss: 12.4972
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+ 2025-11-30 21:01:54 - INFO - Val Value_mae: 3.2756
686
+ 2025-11-30 21:01:54 - INFO - Val Value_mse: 12.4972
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+ 2025-11-30 21:10:10 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:10:13 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
689
+ 2025-11-30 21:10:13 - INFO -
690
+ 2025-11-30 21:10:13 - INFO - Epoch 27/50 Summary:
691
+ 2025-11-30 21:10:13 - INFO - Train Loss: 3.6750
692
+ 2025-11-30 21:10:13 - INFO - Train Num_policy_tokens: 7983.4733
693
+ 2025-11-30 21:10:13 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 21:10:13 - INFO - Train Policy_error: 0.5366
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+ 2025-11-30 21:10:13 - INFO - Train Policy_loss: 2.8852
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+ 2025-11-30 21:10:13 - INFO - Train Value_loss: 13.1629
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+ 2025-11-30 21:10:13 - INFO - Train Value_mae: 3.3564
698
+ 2025-11-30 21:10:13 - INFO - Train Value_mse: 13.1629
699
+ 2025-11-30 21:10:13 - INFO - Val Loss: 3.6037
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+ 2025-11-30 21:10:13 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 21:10:13 - INFO - Val Num_value_predictions: 19.2727
702
+ 2025-11-30 21:10:13 - INFO - Val Policy_error: 0.5276
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+ 2025-11-30 21:10:13 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 21:10:13 - INFO - Val Value_loss: 12.5142
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+ 2025-11-30 21:10:13 - INFO - Val Value_mae: 3.2770
706
+ 2025-11-30 21:10:13 - INFO - Val Value_mse: 12.5142
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+ 2025-11-30 21:18:30 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:18:33 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
709
+ 2025-11-30 21:18:33 - INFO -
710
+ 2025-11-30 21:18:33 - INFO - Epoch 28/50 Summary:
711
+ 2025-11-30 21:18:33 - INFO - Train Loss: 3.6759
712
+ 2025-11-30 21:18:33 - INFO - Train Num_policy_tokens: 7984.4222
713
+ 2025-11-30 21:18:33 - INFO - Train Num_value_predictions: 20.0000
714
+ 2025-11-30 21:18:33 - INFO - Train Policy_error: 0.5369
715
+ 2025-11-30 21:18:33 - INFO - Train Policy_loss: 2.8860
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+ 2025-11-30 21:18:33 - INFO - Train Value_loss: 13.1678
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+ 2025-11-30 21:18:33 - INFO - Train Value_mae: 3.3581
718
+ 2025-11-30 21:18:33 - INFO - Train Value_mse: 13.1678
719
+ 2025-11-30 21:18:33 - INFO - Val Loss: 3.6023
720
+ 2025-11-30 21:18:33 - INFO - Val Num_policy_tokens: 7726.2727
721
+ 2025-11-30 21:18:33 - INFO - Val Num_value_predictions: 19.2727
722
+ 2025-11-30 21:18:33 - INFO - Val Policy_error: 0.5273
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+ 2025-11-30 21:18:33 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 21:18:33 - INFO - Val Value_loss: 12.4943
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+ 2025-11-30 21:18:33 - INFO - Val Value_mae: 3.2756
726
+ 2025-11-30 21:18:33 - INFO - Val Value_mse: 12.4943
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+ 2025-11-30 21:26:50 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:26:53 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
729
+ 2025-11-30 21:26:53 - INFO -
730
+ 2025-11-30 21:26:53 - INFO - Epoch 29/50 Summary:
731
+ 2025-11-30 21:26:53 - INFO - Train Loss: 3.6768
732
+ 2025-11-30 21:26:53 - INFO - Train Num_policy_tokens: 7982.3795
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+ 2025-11-30 21:26:53 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 21:26:53 - INFO - Train Policy_error: 0.5368
735
+ 2025-11-30 21:26:53 - INFO - Train Policy_loss: 2.8857
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+ 2025-11-30 21:26:53 - INFO - Train Value_loss: 13.1857
737
+ 2025-11-30 21:26:53 - INFO - Train Value_mae: 3.3607
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+ 2025-11-30 21:26:53 - INFO - Train Value_mse: 13.1857
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+ 2025-11-30 21:26:53 - INFO - Val Loss: 3.6065
740
+ 2025-11-30 21:26:53 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 21:26:53 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 21:26:53 - INFO - Val Policy_error: 0.5271
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+ 2025-11-30 21:26:53 - INFO - Val Policy_loss: 2.8551
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+ 2025-11-30 21:26:53 - INFO - Val Value_loss: 12.4943
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+ 2025-11-30 21:26:53 - INFO - Val Value_mae: 3.2756
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+ 2025-11-30 21:26:53 - INFO - Val Value_mse: 12.4943
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+ 2025-11-30 21:35:09 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:35:12 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:35:12 - INFO -
750
+ 2025-11-30 21:35:12 - INFO - Epoch 30/50 Summary:
751
+ 2025-11-30 21:35:12 - INFO - Train Loss: 3.6759
752
+ 2025-11-30 21:35:12 - INFO - Train Num_policy_tokens: 7979.5117
753
+ 2025-11-30 21:35:12 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 21:35:12 - INFO - Train Policy_error: 0.5368
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+ 2025-11-30 21:35:12 - INFO - Train Policy_loss: 2.8855
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+ 2025-11-30 21:35:12 - INFO - Train Value_loss: 13.1648
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+ 2025-11-30 21:35:12 - INFO - Train Value_mae: 3.3572
758
+ 2025-11-30 21:35:12 - INFO - Train Value_mse: 13.1648
759
+ 2025-11-30 21:35:12 - INFO - Val Loss: 3.6037
760
+ 2025-11-30 21:35:12 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 21:35:12 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 21:35:12 - INFO - Val Policy_error: 0.5272
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+ 2025-11-30 21:35:12 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 21:35:12 - INFO - Val Value_loss: 12.5028
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+ 2025-11-30 21:35:12 - INFO - Val Value_mae: 3.2770
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+ 2025-11-30 21:35:12 - INFO - Val Value_mse: 12.5028
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+ 2025-11-30 21:43:29 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:43:31 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:43:31 - INFO -
770
+ 2025-11-30 21:43:31 - INFO - Epoch 31/50 Summary:
771
+ 2025-11-30 21:43:31 - INFO - Train Loss: 3.6751
772
+ 2025-11-30 21:43:31 - INFO - Train Num_policy_tokens: 7981.9701
773
+ 2025-11-30 21:43:31 - INFO - Train Num_value_predictions: 20.0000
774
+ 2025-11-30 21:43:31 - INFO - Train Policy_error: 0.5365
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+ 2025-11-30 21:43:31 - INFO - Train Policy_loss: 2.8856
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+ 2025-11-30 21:43:31 - INFO - Train Value_loss: 13.1551
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+ 2025-11-30 21:43:31 - INFO - Train Value_mae: 3.3534
778
+ 2025-11-30 21:43:31 - INFO - Train Value_mse: 13.1551
779
+ 2025-11-30 21:43:31 - INFO - Val Loss: 3.6051
780
+ 2025-11-30 21:43:31 - INFO - Val Num_policy_tokens: 7726.2727
781
+ 2025-11-30 21:43:31 - INFO - Val Num_value_predictions: 19.2727
782
+ 2025-11-30 21:43:31 - INFO - Val Policy_error: 0.5270
783
+ 2025-11-30 21:43:31 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 21:43:31 - INFO - Val Value_loss: 12.5114
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+ 2025-11-30 21:43:31 - INFO - Val Value_mae: 3.2770
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+ 2025-11-30 21:43:31 - INFO - Val Value_mse: 12.5114
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+ 2025-11-30 21:51:47 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:51:50 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 21:51:50 - INFO -
790
+ 2025-11-30 21:51:50 - INFO - Epoch 32/50 Summary:
791
+ 2025-11-30 21:51:50 - INFO - Train Loss: 3.6751
792
+ 2025-11-30 21:51:50 - INFO - Train Num_policy_tokens: 7984.7207
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+ 2025-11-30 21:51:50 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 21:51:50 - INFO - Train Policy_error: 0.5370
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+ 2025-11-30 21:51:50 - INFO - Train Policy_loss: 2.8848
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+ 2025-11-30 21:51:50 - INFO - Train Value_loss: 13.1745
797
+ 2025-11-30 21:51:50 - INFO - Train Value_mae: 3.3587
798
+ 2025-11-30 21:51:50 - INFO - Train Value_mse: 13.1745
799
+ 2025-11-30 21:51:50 - INFO - Val Loss: 3.6023
800
+ 2025-11-30 21:51:50 - INFO - Val Num_policy_tokens: 7726.2727
801
+ 2025-11-30 21:51:50 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 21:51:50 - INFO - Val Policy_error: 0.5273
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+ 2025-11-30 21:51:50 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 21:51:50 - INFO - Val Value_loss: 12.4972
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+ 2025-11-30 21:51:50 - INFO - Val Value_mae: 3.2756
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+ 2025-11-30 21:51:50 - INFO - Val Value_mse: 12.4972
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+ 2025-11-30 22:00:06 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 22:00:08 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
809
+ 2025-11-30 22:00:08 - INFO -
810
+ 2025-11-30 22:00:08 - INFO - Epoch 33/50 Summary:
811
+ 2025-11-30 22:00:08 - INFO - Train Loss: 3.6756
812
+ 2025-11-30 22:00:08 - INFO - Train Num_policy_tokens: 7981.1279
813
+ 2025-11-30 22:00:08 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 22:00:08 - INFO - Train Policy_error: 0.5367
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+ 2025-11-30 22:00:08 - INFO - Train Policy_loss: 2.8861
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+ 2025-11-30 22:00:08 - INFO - Train Value_loss: 13.1631
817
+ 2025-11-30 22:00:08 - INFO - Train Value_mae: 3.3561
818
+ 2025-11-30 22:00:08 - INFO - Train Value_mse: 13.1631
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+ 2025-11-30 22:00:08 - INFO - Val Loss: 3.6051
820
+ 2025-11-30 22:00:08 - INFO - Val Num_policy_tokens: 7726.2727
821
+ 2025-11-30 22:00:08 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 22:00:08 - INFO - Val Policy_error: 0.5274
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+ 2025-11-30 22:00:08 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 22:00:08 - INFO - Val Value_loss: 12.5000
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+ 2025-11-30 22:00:08 - INFO - Val Value_mae: 3.2756
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+ 2025-11-30 22:00:08 - INFO - Val Value_mse: 12.5000
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+ 2025-11-30 22:08:27 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 22:08:29 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 22:08:29 - INFO -
830
+ 2025-11-30 22:08:29 - INFO - Epoch 34/50 Summary:
831
+ 2025-11-30 22:08:29 - INFO - Train Loss: 3.6744
832
+ 2025-11-30 22:08:29 - INFO - Train Num_policy_tokens: 7984.6205
833
+ 2025-11-30 22:08:29 - INFO - Train Num_value_predictions: 20.0000
834
+ 2025-11-30 22:08:29 - INFO - Train Policy_error: 0.5370
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+ 2025-11-30 22:08:29 - INFO - Train Policy_loss: 2.8859
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+ 2025-11-30 22:08:29 - INFO - Train Value_loss: 13.1390
837
+ 2025-11-30 22:08:29 - INFO - Train Value_mae: 3.3543
838
+ 2025-11-30 22:08:29 - INFO - Train Value_mse: 13.1390
839
+ 2025-11-30 22:08:29 - INFO - Val Loss: 3.6023
840
+ 2025-11-30 22:08:29 - INFO - Val Num_policy_tokens: 7726.2727
841
+ 2025-11-30 22:08:29 - INFO - Val Num_value_predictions: 19.2727
842
+ 2025-11-30 22:08:29 - INFO - Val Policy_error: 0.5276
843
+ 2025-11-30 22:08:29 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 22:08:29 - INFO - Val Value_loss: 12.4886
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+ 2025-11-30 22:08:29 - INFO - Val Value_mae: 3.2770
846
+ 2025-11-30 22:08:29 - INFO - Val Value_mse: 12.4886
847
+ 2025-11-30 22:16:46 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 22:16:49 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 22:16:49 - INFO -
850
+ 2025-11-30 22:16:49 - INFO - Epoch 35/50 Summary:
851
+ 2025-11-30 22:16:49 - INFO - Train Loss: 3.6748
852
+ 2025-11-30 22:16:49 - INFO - Train Num_policy_tokens: 7977.8529
853
+ 2025-11-30 22:16:49 - INFO - Train Num_value_predictions: 20.0000
854
+ 2025-11-30 22:16:49 - INFO - Train Policy_error: 0.5366
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+ 2025-11-30 22:16:49 - INFO - Train Policy_loss: 2.8855
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+ 2025-11-30 22:16:49 - INFO - Train Value_loss: 13.1577
857
+ 2025-11-30 22:16:49 - INFO - Train Value_mae: 3.3558
858
+ 2025-11-30 22:16:49 - INFO - Train Value_mse: 13.1577
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+ 2025-11-30 22:16:49 - INFO - Val Loss: 3.6023
860
+ 2025-11-30 22:16:49 - INFO - Val Num_policy_tokens: 7726.2727
861
+ 2025-11-30 22:16:49 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 22:16:49 - INFO - Val Policy_error: 0.5275
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+ 2025-11-30 22:16:49 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 22:16:49 - INFO - Val Value_loss: 12.4943
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+ 2025-11-30 22:16:49 - INFO - Val Value_mae: 3.2756
866
+ 2025-11-30 22:16:49 - INFO - Val Value_mse: 12.4943
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+ 2025-11-30 22:25:05 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 22:25:08 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
869
+ 2025-11-30 22:25:08 - INFO -
870
+ 2025-11-30 22:25:08 - INFO - Epoch 36/50 Summary:
871
+ 2025-11-30 22:25:08 - INFO - Train Loss: 3.6754
872
+ 2025-11-30 22:25:08 - INFO - Train Num_policy_tokens: 7982.4478
873
+ 2025-11-30 22:25:08 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 22:25:08 - INFO - Train Policy_error: 0.5367
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+ 2025-11-30 22:25:08 - INFO - Train Policy_loss: 2.8856
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+ 2025-11-30 22:25:08 - INFO - Train Value_loss: 13.1647
877
+ 2025-11-30 22:25:08 - INFO - Train Value_mae: 3.3578
878
+ 2025-11-30 22:25:08 - INFO - Train Value_mse: 13.1647
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+ 2025-11-30 22:25:08 - INFO - Val Loss: 3.6037
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+ 2025-11-30 22:25:08 - INFO - Val Num_policy_tokens: 7726.2727
881
+ 2025-11-30 22:25:08 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 22:25:08 - INFO - Val Policy_error: 0.5277
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+ 2025-11-30 22:25:08 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 22:25:08 - INFO - Val Value_loss: 12.5028
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+ 2025-11-30 22:25:08 - INFO - Val Value_mae: 3.2727
886
+ 2025-11-30 22:25:08 - INFO - Val Value_mse: 12.5028
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+ 2025-11-30 22:33:23 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
888
+ 2025-11-30 22:33:26 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
889
+ 2025-11-30 22:33:26 - INFO -
890
+ 2025-11-30 22:33:26 - INFO - Epoch 37/50 Summary:
891
+ 2025-11-30 22:33:26 - INFO - Train Loss: 3.6752
892
+ 2025-11-30 22:33:26 - INFO - Train Num_policy_tokens: 7980.0874
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+ 2025-11-30 22:33:26 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 22:33:26 - INFO - Train Policy_error: 0.5367
895
+ 2025-11-30 22:33:26 - INFO - Train Policy_loss: 2.8855
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+ 2025-11-30 22:33:26 - INFO - Train Value_loss: 13.1620
897
+ 2025-11-30 22:33:26 - INFO - Train Value_mae: 3.3564
898
+ 2025-11-30 22:33:26 - INFO - Train Value_mse: 13.1620
899
+ 2025-11-30 22:33:26 - INFO - Val Loss: 3.6037
900
+ 2025-11-30 22:33:26 - INFO - Val Num_policy_tokens: 7726.2727
901
+ 2025-11-30 22:33:26 - INFO - Val Num_value_predictions: 19.2727
902
+ 2025-11-30 22:33:26 - INFO - Val Policy_error: 0.5287
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+ 2025-11-30 22:33:26 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 22:33:26 - INFO - Val Value_loss: 12.5000
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+ 2025-11-30 22:33:26 - INFO - Val Value_mae: 3.2756
906
+ 2025-11-30 22:33:26 - INFO - Val Value_mse: 12.5000
907
+ 2025-11-30 22:41:41 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
908
+ 2025-11-30 22:41:43 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
909
+ 2025-11-30 22:41:43 - INFO -
910
+ 2025-11-30 22:41:43 - INFO - Epoch 38/50 Summary:
911
+ 2025-11-30 22:41:43 - INFO - Train Loss: 3.6755
912
+ 2025-11-30 22:41:43 - INFO - Train Num_policy_tokens: 7979.9616
913
+ 2025-11-30 22:41:43 - INFO - Train Num_value_predictions: 20.0000
914
+ 2025-11-30 22:41:43 - INFO - Train Policy_error: 0.5369
915
+ 2025-11-30 22:41:43 - INFO - Train Policy_loss: 2.8852
916
+ 2025-11-30 22:41:43 - INFO - Train Value_loss: 13.1750
917
+ 2025-11-30 22:41:43 - INFO - Train Value_mae: 3.3580
918
+ 2025-11-30 22:41:43 - INFO - Train Value_mse: 13.1750
919
+ 2025-11-30 22:41:43 - INFO - Val Loss: 3.6051
920
+ 2025-11-30 22:41:43 - INFO - Val Num_policy_tokens: 7726.2727
921
+ 2025-11-30 22:41:43 - INFO - Val Num_value_predictions: 19.2727
922
+ 2025-11-30 22:41:43 - INFO - Val Policy_error: 0.5273
923
+ 2025-11-30 22:41:43 - INFO - Val Policy_loss: 2.8523
924
+ 2025-11-30 22:41:43 - INFO - Val Value_loss: 12.5057
925
+ 2025-11-30 22:41:43 - INFO - Val Value_mae: 3.2770
926
+ 2025-11-30 22:41:43 - INFO - Val Value_mse: 12.5057
927
+ 2025-11-30 22:50:00 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
928
+ 2025-11-30 22:50:02 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
929
+ 2025-11-30 22:50:02 - INFO -
930
+ 2025-11-30 22:50:02 - INFO - Epoch 39/50 Summary:
931
+ 2025-11-30 22:50:02 - INFO - Train Loss: 3.6756
932
+ 2025-11-30 22:50:02 - INFO - Train Num_policy_tokens: 7982.2111
933
+ 2025-11-30 22:50:02 - INFO - Train Num_value_predictions: 20.0000
934
+ 2025-11-30 22:50:02 - INFO - Train Policy_error: 0.5369
935
+ 2025-11-30 22:50:02 - INFO - Train Policy_loss: 2.8863
936
+ 2025-11-30 22:50:02 - INFO - Train Value_loss: 13.1570
937
+ 2025-11-30 22:50:02 - INFO - Train Value_mae: 3.3568
938
+ 2025-11-30 22:50:02 - INFO - Train Value_mse: 13.1570
939
+ 2025-11-30 22:50:02 - INFO - Val Loss: 3.6051
940
+ 2025-11-30 22:50:02 - INFO - Val Num_policy_tokens: 7726.2727
941
+ 2025-11-30 22:50:02 - INFO - Val Num_value_predictions: 19.2727
942
+ 2025-11-30 22:50:02 - INFO - Val Policy_error: 0.5281
943
+ 2025-11-30 22:50:02 - INFO - Val Policy_loss: 2.8537
944
+ 2025-11-30 22:50:02 - INFO - Val Value_loss: 12.5000
945
+ 2025-11-30 22:50:02 - INFO - Val Value_mae: 3.2756
946
+ 2025-11-30 22:50:02 - INFO - Val Value_mse: 12.5000
947
+ 2025-11-30 22:58:19 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
948
+ 2025-11-30 22:58:22 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
949
+ 2025-11-30 22:58:22 - INFO -
950
+ 2025-11-30 22:58:22 - INFO - Epoch 40/50 Summary:
951
+ 2025-11-30 22:58:22 - INFO - Train Loss: 3.6765
952
+ 2025-11-30 22:58:22 - INFO - Train Num_policy_tokens: 7985.9723
953
+ 2025-11-30 22:58:22 - INFO - Train Num_value_predictions: 20.0000
954
+ 2025-11-30 22:58:22 - INFO - Train Policy_error: 0.5370
955
+ 2025-11-30 22:58:22 - INFO - Train Policy_loss: 2.8854
956
+ 2025-11-30 22:58:22 - INFO - Train Value_loss: 13.1835
957
+ 2025-11-30 22:58:22 - INFO - Train Value_mae: 3.3598
958
+ 2025-11-30 22:58:22 - INFO - Train Value_mse: 13.1835
959
+ 2025-11-30 22:58:22 - INFO - Val Loss: 3.6065
960
+ 2025-11-30 22:58:22 - INFO - Val Num_policy_tokens: 7726.2727
961
+ 2025-11-30 22:58:22 - INFO - Val Num_value_predictions: 19.2727
962
+ 2025-11-30 22:58:22 - INFO - Val Policy_error: 0.5270
963
+ 2025-11-30 22:58:22 - INFO - Val Policy_loss: 2.8537
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+ 2025-11-30 22:58:22 - INFO - Val Value_loss: 12.5028
965
+ 2025-11-30 22:58:22 - INFO - Val Value_mae: 3.2741
966
+ 2025-11-30 22:58:22 - INFO - Val Value_mse: 12.5028
967
+ 2025-11-30 23:06:39 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 23:06:41 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
969
+ 2025-11-30 23:06:41 - INFO -
970
+ 2025-11-30 23:06:41 - INFO - Epoch 41/50 Summary:
971
+ 2025-11-30 23:06:41 - INFO - Train Loss: 3.6748
972
+ 2025-11-30 23:06:41 - INFO - Train Num_policy_tokens: 7980.3028
973
+ 2025-11-30 23:06:41 - INFO - Train Num_value_predictions: 20.0000
974
+ 2025-11-30 23:06:41 - INFO - Train Policy_error: 0.5368
975
+ 2025-11-30 23:06:41 - INFO - Train Policy_loss: 2.8856
976
+ 2025-11-30 23:06:41 - INFO - Train Value_loss: 13.1566
977
+ 2025-11-30 23:06:41 - INFO - Train Value_mae: 3.3564
978
+ 2025-11-30 23:06:41 - INFO - Train Value_mse: 13.1566
979
+ 2025-11-30 23:06:41 - INFO - Val Loss: 3.6037
980
+ 2025-11-30 23:06:41 - INFO - Val Num_policy_tokens: 7726.2727
981
+ 2025-11-30 23:06:41 - INFO - Val Num_value_predictions: 19.2727
982
+ 2025-11-30 23:06:41 - INFO - Val Policy_error: 0.5274
983
+ 2025-11-30 23:06:41 - INFO - Val Policy_loss: 2.8523
984
+ 2025-11-30 23:06:41 - INFO - Val Value_loss: 12.4915
985
+ 2025-11-30 23:06:41 - INFO - Val Value_mae: 3.2770
986
+ 2025-11-30 23:06:41 - INFO - Val Value_mse: 12.4915
987
+ 2025-11-30 23:14:58 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
988
+ 2025-11-30 23:15:01 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
989
+ 2025-11-30 23:15:01 - INFO -
990
+ 2025-11-30 23:15:01 - INFO - Epoch 42/50 Summary:
991
+ 2025-11-30 23:15:01 - INFO - Train Loss: 3.6761
992
+ 2025-11-30 23:15:01 - INFO - Train Num_policy_tokens: 7979.9787
993
+ 2025-11-30 23:15:01 - INFO - Train Num_value_predictions: 20.0000
994
+ 2025-11-30 23:15:01 - INFO - Train Policy_error: 0.5366
995
+ 2025-11-30 23:15:01 - INFO - Train Policy_loss: 2.8855
996
+ 2025-11-30 23:15:01 - INFO - Train Value_loss: 13.1740
997
+ 2025-11-30 23:15:01 - INFO - Train Value_mae: 3.3581
998
+ 2025-11-30 23:15:01 - INFO - Train Value_mse: 13.1740
999
+ 2025-11-30 23:15:01 - INFO - Val Loss: 3.6051
1000
+ 2025-11-30 23:15:01 - INFO - Val Num_policy_tokens: 7726.2727
1001
+ 2025-11-30 23:15:01 - INFO - Val Num_value_predictions: 19.2727
1002
+ 2025-11-30 23:15:01 - INFO - Val Policy_error: 0.5269
1003
+ 2025-11-30 23:15:01 - INFO - Val Policy_loss: 2.8523
1004
+ 2025-11-30 23:15:01 - INFO - Val Value_loss: 12.5028
1005
+ 2025-11-30 23:15:01 - INFO - Val Value_mae: 3.2727
1006
+ 2025-11-30 23:15:01 - INFO - Val Value_mse: 12.5028
1007
+ 2025-11-30 23:23:18 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1008
+ 2025-11-30 23:23:20 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1009
+ 2025-11-30 23:23:20 - INFO -
1010
+ 2025-11-30 23:23:20 - INFO - Epoch 43/50 Summary:
1011
+ 2025-11-30 23:23:20 - INFO - Train Loss: 3.6741
1012
+ 2025-11-30 23:23:20 - INFO - Train Num_policy_tokens: 7980.8358
1013
+ 2025-11-30 23:23:20 - INFO - Train Num_value_predictions: 20.0000
1014
+ 2025-11-30 23:23:20 - INFO - Train Policy_error: 0.5369
1015
+ 2025-11-30 23:23:20 - INFO - Train Policy_loss: 2.8862
1016
+ 2025-11-30 23:23:20 - INFO - Train Value_loss: 13.1329
1017
+ 2025-11-30 23:23:20 - INFO - Train Value_mae: 3.3529
1018
+ 2025-11-30 23:23:20 - INFO - Train Value_mse: 13.1329
1019
+ 2025-11-30 23:23:20 - INFO - Val Loss: 3.6051
1020
+ 2025-11-30 23:23:20 - INFO - Val Num_policy_tokens: 7726.2727
1021
+ 2025-11-30 23:23:20 - INFO - Val Num_value_predictions: 19.2727
1022
+ 2025-11-30 23:23:20 - INFO - Val Policy_error: 0.5275
1023
+ 2025-11-30 23:23:20 - INFO - Val Policy_loss: 2.8537
1024
+ 2025-11-30 23:23:20 - INFO - Val Value_loss: 12.4972
1025
+ 2025-11-30 23:23:20 - INFO - Val Value_mae: 3.2784
1026
+ 2025-11-30 23:23:20 - INFO - Val Value_mse: 12.4972
1027
+ 2025-11-30 23:31:37 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1028
+ 2025-11-30 23:31:40 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1029
+ 2025-11-30 23:31:40 - INFO -
1030
+ 2025-11-30 23:31:40 - INFO - Epoch 44/50 Summary:
1031
+ 2025-11-30 23:31:40 - INFO - Train Loss: 3.6756
1032
+ 2025-11-30 23:31:40 - INFO - Train Num_policy_tokens: 7983.4030
1033
+ 2025-11-30 23:31:40 - INFO - Train Num_value_predictions: 20.0000
1034
+ 2025-11-30 23:31:40 - INFO - Train Policy_error: 0.5369
1035
+ 2025-11-30 23:31:40 - INFO - Train Policy_loss: 2.8853
1036
+ 2025-11-30 23:31:40 - INFO - Train Value_loss: 13.1726
1037
+ 2025-11-30 23:31:40 - INFO - Train Value_mae: 3.3573
1038
+ 2025-11-30 23:31:40 - INFO - Train Value_mse: 13.1726
1039
+ 2025-11-30 23:31:40 - INFO - Val Loss: 3.6051
1040
+ 2025-11-30 23:31:40 - INFO - Val Num_policy_tokens: 7726.2727
1041
+ 2025-11-30 23:31:40 - INFO - Val Num_value_predictions: 19.2727
1042
+ 2025-11-30 23:31:40 - INFO - Val Policy_error: 0.5280
1043
+ 2025-11-30 23:31:40 - INFO - Val Policy_loss: 2.8537
1044
+ 2025-11-30 23:31:40 - INFO - Val Value_loss: 12.5000
1045
+ 2025-11-30 23:31:40 - INFO - Val Value_mae: 3.2770
1046
+ 2025-11-30 23:31:40 - INFO - Val Value_mse: 12.5000
1047
+ 2025-11-30 23:39:57 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 23:40:00 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1049
+ 2025-11-30 23:40:00 - INFO -
1050
+ 2025-11-30 23:40:00 - INFO - Epoch 45/50 Summary:
1051
+ 2025-11-30 23:40:00 - INFO - Train Loss: 3.6755
1052
+ 2025-11-30 23:40:00 - INFO - Train Num_policy_tokens: 7984.3859
1053
+ 2025-11-30 23:40:00 - INFO - Train Num_value_predictions: 20.0000
1054
+ 2025-11-30 23:40:00 - INFO - Train Policy_error: 0.5369
1055
+ 2025-11-30 23:40:00 - INFO - Train Policy_loss: 2.8859
1056
+ 2025-11-30 23:40:00 - INFO - Train Value_loss: 13.1608
1057
+ 2025-11-30 23:40:00 - INFO - Train Value_mae: 3.3568
1058
+ 2025-11-30 23:40:00 - INFO - Train Value_mse: 13.1608
1059
+ 2025-11-30 23:40:00 - INFO - Val Loss: 3.6037
1060
+ 2025-11-30 23:40:00 - INFO - Val Num_policy_tokens: 7726.2727
1061
+ 2025-11-30 23:40:00 - INFO - Val Num_value_predictions: 19.2727
1062
+ 2025-11-30 23:40:00 - INFO - Val Policy_error: 0.5272
1063
+ 2025-11-30 23:40:00 - INFO - Val Policy_loss: 2.8523
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+ 2025-11-30 23:40:00 - INFO - Val Value_loss: 12.5000
1065
+ 2025-11-30 23:40:00 - INFO - Val Value_mae: 3.2756
1066
+ 2025-11-30 23:40:00 - INFO - Val Value_mse: 12.5000
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+ 2025-11-30 23:48:16 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 23:48:18 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1069
+ 2025-11-30 23:48:18 - INFO -
1070
+ 2025-11-30 23:48:18 - INFO - Epoch 46/50 Summary:
1071
+ 2025-11-30 23:48:18 - INFO - Train Loss: 3.6748
1072
+ 2025-11-30 23:48:18 - INFO - Train Num_policy_tokens: 7982.2665
1073
+ 2025-11-30 23:48:18 - INFO - Train Num_value_predictions: 20.0000
1074
+ 2025-11-30 23:48:18 - INFO - Train Policy_error: 0.5368
1075
+ 2025-11-30 23:48:18 - INFO - Train Policy_loss: 2.8853
1076
+ 2025-11-30 23:48:18 - INFO - Train Value_loss: 13.1578
1077
+ 2025-11-30 23:48:18 - INFO - Train Value_mae: 3.3567
1078
+ 2025-11-30 23:48:18 - INFO - Train Value_mse: 13.1578
1079
+ 2025-11-30 23:48:18 - INFO - Val Loss: 3.6037
1080
+ 2025-11-30 23:48:18 - INFO - Val Num_policy_tokens: 7726.2727
1081
+ 2025-11-30 23:48:18 - INFO - Val Num_value_predictions: 19.2727
1082
+ 2025-11-30 23:48:18 - INFO - Val Policy_error: 0.5275
1083
+ 2025-11-30 23:48:18 - INFO - Val Policy_loss: 2.8523
1084
+ 2025-11-30 23:48:18 - INFO - Val Value_loss: 12.5000
1085
+ 2025-11-30 23:48:18 - INFO - Val Value_mae: 3.2756
1086
+ 2025-11-30 23:48:18 - INFO - Val Value_mse: 12.5000
1087
+ 2025-11-30 23:56:36 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-11-30 23:56:38 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1089
+ 2025-11-30 23:56:38 - INFO -
1090
+ 2025-11-30 23:56:38 - INFO - Epoch 47/50 Summary:
1091
+ 2025-11-30 23:56:38 - INFO - Train Loss: 3.6750
1092
+ 2025-11-30 23:56:38 - INFO - Train Num_policy_tokens: 7984.0490
1093
+ 2025-11-30 23:56:38 - INFO - Train Num_value_predictions: 20.0000
1094
+ 2025-11-30 23:56:38 - INFO - Train Policy_error: 0.5369
1095
+ 2025-11-30 23:56:38 - INFO - Train Policy_loss: 2.8852
1096
+ 2025-11-30 23:56:38 - INFO - Train Value_loss: 13.1724
1097
+ 2025-11-30 23:56:38 - INFO - Train Value_mae: 3.3585
1098
+ 2025-11-30 23:56:38 - INFO - Train Value_mse: 13.1724
1099
+ 2025-11-30 23:56:38 - INFO - Val Loss: 3.6023
1100
+ 2025-11-30 23:56:38 - INFO - Val Num_policy_tokens: 7726.2727
1101
+ 2025-11-30 23:56:38 - INFO - Val Num_value_predictions: 19.2727
1102
+ 2025-11-30 23:56:38 - INFO - Val Policy_error: 0.5273
1103
+ 2025-11-30 23:56:38 - INFO - Val Policy_loss: 2.8523
1104
+ 2025-11-30 23:56:38 - INFO - Val Value_loss: 12.5000
1105
+ 2025-11-30 23:56:38 - INFO - Val Value_mae: 3.2756
1106
+ 2025-11-30 23:56:38 - INFO - Val Value_mse: 12.5000
1107
+ 2025-12-01 00:04:57 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1108
+ 2025-12-01 00:04:59 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1109
+ 2025-12-01 00:04:59 - INFO -
1110
+ 2025-12-01 00:04:59 - INFO - Epoch 48/50 Summary:
1111
+ 2025-12-01 00:04:59 - INFO - Train Loss: 3.6752
1112
+ 2025-12-01 00:04:59 - INFO - Train Num_policy_tokens: 7980.0938
1113
+ 2025-12-01 00:04:59 - INFO - Train Num_value_predictions: 20.0000
1114
+ 2025-12-01 00:04:59 - INFO - Train Policy_error: 0.5366
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+ 2025-12-01 00:04:59 - INFO - Train Policy_loss: 2.8852
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+ 2025-12-01 00:04:59 - INFO - Train Value_loss: 13.1676
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+ 2025-12-01 00:04:59 - INFO - Train Value_mae: 3.3590
1118
+ 2025-12-01 00:04:59 - INFO - Train Value_mse: 13.1676
1119
+ 2025-12-01 00:04:59 - INFO - Val Loss: 3.6009
1120
+ 2025-12-01 00:04:59 - INFO - Val Num_policy_tokens: 7726.2727
1121
+ 2025-12-01 00:04:59 - INFO - Val Num_value_predictions: 19.2727
1122
+ 2025-12-01 00:04:59 - INFO - Val Policy_error: 0.5274
1123
+ 2025-12-01 00:04:59 - INFO - Val Policy_loss: 2.8523
1124
+ 2025-12-01 00:04:59 - INFO - Val Value_loss: 12.4943
1125
+ 2025-12-01 00:04:59 - INFO - Val Value_mae: 3.2727
1126
+ 2025-12-01 00:04:59 - INFO - Val Value_mse: 12.4943
1127
+ 2025-12-01 00:13:18 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1128
+ 2025-12-01 00:13:20 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1129
+ 2025-12-01 00:13:20 - INFO -
1130
+ 2025-12-01 00:13:20 - INFO - Epoch 49/50 Summary:
1131
+ 2025-12-01 00:13:20 - INFO - Train Loss: 3.6737
1132
+ 2025-12-01 00:13:20 - INFO - Train Num_policy_tokens: 7981.7783
1133
+ 2025-12-01 00:13:20 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-01 00:13:20 - INFO - Train Policy_error: 0.5370
1135
+ 2025-12-01 00:13:20 - INFO - Train Policy_loss: 2.8857
1136
+ 2025-12-01 00:13:20 - INFO - Train Value_loss: 13.1349
1137
+ 2025-12-01 00:13:20 - INFO - Train Value_mae: 3.3543
1138
+ 2025-12-01 00:13:20 - INFO - Train Value_mse: 13.1349
1139
+ 2025-12-01 00:13:20 - INFO - Val Loss: 3.6009
1140
+ 2025-12-01 00:13:20 - INFO - Val Num_policy_tokens: 7726.2727
1141
+ 2025-12-01 00:13:20 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-01 00:13:20 - INFO - Val Policy_error: 0.5273
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+ 2025-12-01 00:13:20 - INFO - Val Policy_loss: 2.8523
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+ 2025-12-01 00:13:20 - INFO - Val Value_loss: 12.5000
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+ 2025-12-01 00:13:20 - INFO - Val Value_mae: 3.2770
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+ 2025-12-01 00:13:20 - INFO - Val Value_mse: 12.5000
1147
+ 2025-12-01 00:21:38 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
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+ 2025-12-01 00:21:41 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr100.local/checkpoints/latest.chkpt
1149
+ 2025-12-01 00:21:41 - INFO -
1150
+ 2025-12-01 00:21:41 - INFO - Epoch 50/50 Summary:
1151
+ 2025-12-01 00:21:41 - INFO - Train Loss: 3.6752
1152
+ 2025-12-01 00:21:41 - INFO - Train Num_policy_tokens: 7981.5714
1153
+ 2025-12-01 00:21:41 - INFO - Train Num_value_predictions: 20.0000
1154
+ 2025-12-01 00:21:41 - INFO - Train Policy_error: 0.5368
1155
+ 2025-12-01 00:21:41 - INFO - Train Policy_loss: 2.8848
1156
+ 2025-12-01 00:21:41 - INFO - Train Value_loss: 13.1744
1157
+ 2025-12-01 00:21:41 - INFO - Train Value_mae: 3.3587
1158
+ 2025-12-01 00:21:41 - INFO - Train Value_mse: 13.1744
1159
+ 2025-12-01 00:21:41 - INFO - Val Loss: 3.6009
1160
+ 2025-12-01 00:21:41 - INFO - Val Num_policy_tokens: 7726.2727
1161
+ 2025-12-01 00:21:41 - INFO - Val Num_value_predictions: 19.2727
1162
+ 2025-12-01 00:21:41 - INFO - Val Policy_error: 0.5274
1163
+ 2025-12-01 00:21:41 - INFO - Val Policy_loss: 2.8523
1164
+ 2025-12-01 00:21:41 - INFO - Val Value_loss: 12.5028
1165
+ 2025-12-01 00:21:41 - INFO - Val Value_mae: 3.2756
1166
+ 2025-12-01 00:21:41 - INFO - Val Value_mse: 12.5028
1167
+ 2025-12-01 00:21:46 - INFO - TensorBoard writer closed
1168
+ 2025-12-01 00:21:46 - INFO -
1169
+ 2025-12-01 00:21:46 - INFO - ================================================================================
1170
+ 2025-12-01 00:21:46 - INFO - Training Complete
1171
+ 2025-12-01 00:21:46 - INFO - ================================================================================
1172
+ 2025-12-01 00:21:46 - INFO -
1173
+ 2025-12-01 00:21:46 - INFO - Training completed successfully!
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+ data: /root/data
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+ type: TGNValueDataset
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+ type: inverse_sqrt
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+ d_model: 64
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+ save_frequency: 1
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+ keep_n_checkpoints: 3
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+ save_mode: best
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+ monitor:
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+ field: val_loss
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+ mode: min
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+ log_frequency: 160
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+ enabled: true
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+ tags:
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+ - gpt2
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+ - value-head
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+ - dual-head
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+ - rl-discount
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+ tensorboard:
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+ enabled: true
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+ env:
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+ CUDA_VISIBLE_DEVICES: 6
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+ eval:
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+ eval_frequency: 1
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+ eval_batches: 50
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+ device: cuda
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+ seed: 42
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+ deterministic: true
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+ 2025-11-30 11:39:25 - INFO - ================================================================================
2
+ 2025-11-30 11:39:25 - INFO - Attention Language Model Training
3
+ 2025-11-30 11:39:25 - INFO - ================================================================================
4
+ 2025-11-30 11:39:25 - INFO - Experiment ID: trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local
5
+ 2025-11-30 11:39:25 - INFO - Output directory: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local
6
+ 2025-11-30 11:39:25 - INFO - Config saved to: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/config.yaml
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+ 2025-11-30 11:39:25 - INFO - Log file: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/train.log
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+ 2025-11-30 11:39:25 - INFO -
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+ 2025-11-30 11:39:25 - INFO - Configuration:
10
+ 2025-11-30 11:39:25 - INFO - id: trigor/${date:}-${hydra:job.config_name}
11
+ desc:
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+ - 'data.loader.batch_size: 64'
13
+ - 'scheduler.lr_mul: 2000'
14
+ - 'model_config.lambda_value: 0.06'
15
+ - 'training.warmup_steps: 50'
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+ paths:
17
+ root: .
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+ data: /root/data
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+ output: /root/training
20
+ data:
21
+ type: TGNValueDataset
22
+ data_dir: ${paths.data}/tgn/251129-sp/
23
+ max_length: 8192
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+ min_length: 10
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+ max_file_size: 10000
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+ tokenizer_config: {}
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+ train_split: '*1..48/50'
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+ val_split: 49/50
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+ loader:
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+ batch_size: 64
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+ type: ValueCausalLoss
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+ config:
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+ model_config:
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+ type: GPT2CausalLM
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+ config:
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+ vocab_size: 128
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+ hidden_size: 64
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+ num_layers: 6
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+ num_heads: 8
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+ layer_norm_eps: 1.0e-05
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+ hidden_dim: 64
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+ intermediate_dim: 128
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+ bottleneck_dim: 64
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+ lambda_value: 0.06
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+ gamma: 0.99
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+ territory_value_factor: 1.0
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+ ignore_index: 0
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+ epochs: 50
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+ max_grad_norm: 1.0
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+ gradient_accumulation_steps: 1
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+ dtype: bfloat16
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+ scheduler:
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+ type: inverse_sqrt
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+ d_model: 64
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+ lr_mul: 2000.0
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+ save_frequency: 1
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+ keep_n_checkpoints: 3
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+ save_mode: best
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+ monitor:
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+ field: val_loss
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+ mode: min
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+ log_frequency: 160
83
+ wandb:
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+ enabled: true
85
+ tags:
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+ - gpt2
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+ - value-head
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+ - dual-head
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+ - rl-discount
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+ tensorboard:
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+ enabled: true
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+ env:
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+ CUDA_VISIBLE_DEVICES: 6
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+ eval:
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+ eval_frequency: 1
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+ eval_batches: 50
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+ device: cuda
98
+ seed: 42
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+ deterministic: true
100
+
101
+ 2025-11-30 11:39:25 - INFO - ================================================================================
102
+ 2025-11-30 11:39:25 - INFO - Setting Random Seeds
103
+ 2025-11-30 11:39:25 - INFO - ================================================================================
104
+ 2025-11-30 11:39:25 - INFO - Seed: 42
105
+ 2025-11-30 11:39:25 - INFO - Deterministic: True
106
+ 2025-11-30 11:39:25 - INFO -
107
+ 2025-11-30 11:39:25 - INFO - Device: cuda
108
+ 2025-11-30 11:39:25 - INFO - GPU: NVIDIA GeForce RTX 4090
109
+ 2025-11-30 11:39:25 - INFO - Memory: 25.25 GB
110
+ 2025-11-30 11:39:25 - INFO - ================================================================================
111
+ 2025-11-30 11:39:25 - INFO - Creating Datasets
112
+ 2025-11-30 11:39:25 - INFO - ================================================================================
113
+ 2025-11-30 11:39:26 - INFO -
114
+ 2025-11-30 11:39:26 - INFO - Datasets created:
115
+ 2025-11-30 11:39:26 - INFO - Training: 9391 samples, 146 batches
116
+ 2025-11-30 11:39:26 - INFO - Validation: 212 samples, 4 batches
117
+ 2025-11-30 11:39:26 - INFO -
118
+ 2025-11-30 11:39:26 - INFO - ================================================================================
119
+ 2025-11-30 11:39:26 - INFO - Creating Trainer
120
+ 2025-11-30 11:39:26 - INFO - ================================================================================
121
+ 2025-11-30 11:39:26 - INFO -
122
+ 2025-11-30 11:39:26 - INFO - Setting trainer environment variables from config:
123
+ 2025-11-30 11:39:26 - INFO - CUDA_VISIBLE_DEVICES: 6 (already set, not overriding)
124
+ 2025-11-30 11:39:26 - INFO - ================================================================================
125
+ 2025-11-30 11:39:26 - INFO - Creating Model
126
+ 2025-11-30 11:39:26 - INFO - ================================================================================
127
+ 2025-11-30 11:39:26 - INFO - Converting model to dtype: torch.bfloat16
128
+ 2025-11-30 11:39:26 - INFO -
129
+ 2025-11-30 11:39:26 - INFO - Model created:
130
+ 2025-11-30 11:39:26 - INFO - Type: ValueCausalLoss
131
+ 2025-11-30 11:39:26 - INFO - Base model: GPT2CausalLM
132
+ 2025-11-30 11:39:26 - INFO - Total parameters: 849,537
133
+ 2025-11-30 11:39:26 - INFO - Trainable parameters: 849,537
134
+ 2025-11-30 11:39:26 - INFO - Dtype: torch.bfloat16
135
+ 2025-11-30 11:39:28 - INFO -
136
+ 2025-11-30 11:39:28 - INFO - Trainer initialized:
137
+ 2025-11-30 11:39:28 - INFO - Device: cuda
138
+ 2025-11-30 11:39:28 - INFO - Checkpoint dir: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints
139
+ 2025-11-30 11:39:28 - INFO - Training samples: 9391
140
+ 2025-11-30 11:39:28 - INFO - Validation samples: 212
141
+ 2025-11-30 11:39:28 - INFO - Batch size: 64
142
+ 2025-11-30 11:39:28 - INFO - Gradient accumulation steps: 1
143
+ 2025-11-30 11:39:28 - INFO - Effective batch size: 64
144
+ 2025-11-30 11:39:28 - INFO - Epoch size: full dataset (146 batches)
145
+ 2025-11-30 11:39:28 - INFO - Epochs: 50
146
+ 2025-11-30 11:39:28 - INFO - Learning rate: 0.0001
147
+ 2025-11-30 11:39:28 - INFO - Warmup steps: 50
148
+ 2025-11-30 11:39:28 - INFO - Log frequency: every 160 examples
149
+ 2025-11-30 11:39:28 - INFO - Wandb logging: enabled
150
+ 2025-11-30 11:39:28 - INFO - TensorBoard logging: enabled
151
+ 2025-11-30 11:39:28 - INFO -
152
+ 2025-11-30 11:39:28 - INFO - ================================================================================
153
+ 2025-11-30 11:39:28 - INFO - Starting Training
154
+ 2025-11-30 11:39:28 - INFO - ================================================================================
155
+ 2025-11-30 11:39:28 - INFO -
156
+ 2025-11-30 11:39:28 - INFO - Evaluating initial model (epoch 0)...
157
+ 2025-11-30 11:39:32 - INFO -
158
+ 2025-11-30 11:39:32 - INFO - Initial model metrics:
159
+ 2025-11-30 11:39:32 - INFO - Loss: 5.6172
160
+ 2025-11-30 11:39:32 - INFO - Num_policy_tokens: 21247.2500
161
+ 2025-11-30 11:39:32 - INFO - Num_value_predictions: 53.0000
162
+ 2025-11-30 11:39:32 - INFO - Policy_error: 0.9570
163
+ 2025-11-30 11:39:32 - INFO - Policy_loss: 4.8359
164
+ 2025-11-30 11:39:32 - INFO - Value_loss: 12.9844
165
+ 2025-11-30 11:39:32 - INFO - Value_mae: 3.3281
166
+ 2025-11-30 11:39:32 - INFO - Value_mse: 12.9844
167
+ 2025-11-30 11:39:32 - INFO -
168
+ 2025-11-30 11:47:47 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/ep0000_val_loss_2.4531.chkpt
169
+ 2025-11-30 11:47:49 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/ep0000_val_loss_2.4531.chkpt
170
+ 2025-11-30 11:47:49 - INFO -
171
+ 2025-11-30 11:47:49 - INFO - Epoch 1/50 Summary:
172
+ 2025-11-30 11:47:49 - INFO - Train Loss: 3.3164
173
+ 2025-11-30 11:47:49 - INFO - Train Num_policy_tokens: 25528.9589
174
+ 2025-11-30 11:47:49 - INFO - Train Num_value_predictions: 64.0000
175
+ 2025-11-30 11:47:49 - INFO - Train Policy_error: 0.5274
176
+ 2025-11-30 11:47:49 - INFO - Train Policy_loss: 2.5177
177
+ 2025-11-30 11:47:49 - INFO - Train Value_loss: 13.3108
178
+ 2025-11-30 11:47:49 - INFO - Train Value_mae: 3.3750
179
+ 2025-11-30 11:47:49 - INFO - Train Value_mse: 13.3108
180
+ 2025-11-30 11:47:49 - INFO - Val Loss: 2.4531
181
+ 2025-11-30 11:47:49 - INFO - Val Num_policy_tokens: 21247.2500
182
+ 2025-11-30 11:47:49 - INFO - Val Num_value_predictions: 53.0000
183
+ 2025-11-30 11:47:49 - INFO - Val Policy_error: 0.3536
184
+ 2025-11-30 11:47:49 - INFO - Val Policy_loss: 1.7070
185
+ 2025-11-30 11:47:49 - INFO - Val Value_loss: 12.5000
186
+ 2025-11-30 11:47:49 - INFO - Val Value_mae: 3.2852
187
+ 2025-11-30 11:47:49 - INFO - Val Value_mse: 12.5000
188
+ 2025-11-30 11:56:04 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
189
+ 2025-11-30 11:56:07 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
190
+ 2025-11-30 11:56:07 - INFO -
191
+ 2025-11-30 11:56:07 - INFO - Epoch 2/50 Summary:
192
+ 2025-11-30 11:56:07 - INFO - Train Loss: 2.7692
193
+ 2025-11-30 11:56:07 - INFO - Train Num_policy_tokens: 25516.3767
194
+ 2025-11-30 11:56:07 - INFO - Train Num_value_predictions: 64.0000
195
+ 2025-11-30 11:56:07 - INFO - Train Policy_error: 0.4259
196
+ 2025-11-30 11:56:07 - INFO - Train Policy_loss: 1.9761
197
+ 2025-11-30 11:56:07 - INFO - Train Value_loss: 13.2149
198
+ 2025-11-30 11:56:07 - INFO - Train Value_mae: 3.3650
199
+ 2025-11-30 11:56:07 - INFO - Train Value_mse: 13.2149
200
+ 2025-11-30 11:56:07 - INFO - Val Loss: 2.7461
201
+ 2025-11-30 11:56:07 - INFO - Val Num_policy_tokens: 21247.2500
202
+ 2025-11-30 11:56:07 - INFO - Val Num_value_predictions: 53.0000
203
+ 2025-11-30 11:56:07 - INFO - Val Policy_error: 0.4166
204
+ 2025-11-30 11:56:07 - INFO - Val Policy_loss: 1.9980
205
+ 2025-11-30 11:56:07 - INFO - Val Value_loss: 12.4844
206
+ 2025-11-30 11:56:07 - INFO - Val Value_mae: 3.2695
207
+ 2025-11-30 11:56:07 - INFO - Val Value_mse: 12.4844
208
+ 2025-11-30 12:04:22 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
209
+ 2025-11-30 12:04:25 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
210
+ 2025-11-30 12:04:25 - INFO -
211
+ 2025-11-30 12:04:25 - INFO - Epoch 3/50 Summary:
212
+ 2025-11-30 12:04:25 - INFO - Train Loss: 3.0744
213
+ 2025-11-30 12:04:25 - INFO - Train Num_policy_tokens: 25550.6301
214
+ 2025-11-30 12:04:25 - INFO - Train Num_value_predictions: 64.0000
215
+ 2025-11-30 12:04:25 - INFO - Train Policy_error: 0.5127
216
+ 2025-11-30 12:04:25 - INFO - Train Policy_loss: 2.2804
217
+ 2025-11-30 12:04:25 - INFO - Train Value_loss: 13.2406
218
+ 2025-11-30 12:04:25 - INFO - Train Value_mae: 3.3692
219
+ 2025-11-30 12:04:25 - INFO - Train Value_mse: 13.2406
220
+ 2025-11-30 12:04:25 - INFO - Val Loss: 2.8711
221
+ 2025-11-30 12:04:25 - INFO - Val Num_policy_tokens: 21247.2500
222
+ 2025-11-30 12:04:25 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 12:04:25 - INFO - Val Policy_error: 0.4519
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+ 2025-11-30 12:04:25 - INFO - Val Policy_loss: 2.1211
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+ 2025-11-30 12:04:25 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 12:04:25 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 12:04:25 - INFO - Val Value_mse: 12.4844
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+ 2025-11-30 12:12:41 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:12:43 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:12:43 - INFO -
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+ 2025-11-30 12:12:43 - INFO - Epoch 4/50 Summary:
232
+ 2025-11-30 12:12:43 - INFO - Train Loss: 3.3582
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+ 2025-11-30 12:12:43 - INFO - Train Num_policy_tokens: 25533.3904
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+ 2025-11-30 12:12:43 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 12:12:43 - INFO - Train Policy_error: 0.5908
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+ 2025-11-30 12:12:43 - INFO - Train Policy_loss: 2.5638
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+ 2025-11-30 12:12:43 - INFO - Train Value_loss: 13.2504
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+ 2025-11-30 12:12:43 - INFO - Train Value_mae: 3.3734
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+ 2025-11-30 12:12:43 - INFO - Train Value_mse: 13.2504
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+ 2025-11-30 12:12:43 - INFO - Val Loss: 3.0977
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+ 2025-11-30 12:12:43 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 12:12:43 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 12:12:43 - INFO - Val Policy_error: 0.5153
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+ 2025-11-30 12:12:43 - INFO - Val Policy_loss: 2.3477
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+ 2025-11-30 12:12:43 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 12:12:43 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 12:12:43 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 12:21:00 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:21:02 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:21:02 - INFO -
251
+ 2025-11-30 12:21:02 - INFO - Epoch 5/50 Summary:
252
+ 2025-11-30 12:21:02 - INFO - Train Loss: 3.4685
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+ 2025-11-30 12:21:02 - INFO - Train Num_policy_tokens: 25524.4178
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+ 2025-11-30 12:21:02 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 12:21:02 - INFO - Train Policy_error: 0.6089
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+ 2025-11-30 12:21:02 - INFO - Train Policy_loss: 2.6749
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+ 2025-11-30 12:21:02 - INFO - Train Value_loss: 13.2273
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+ 2025-11-30 12:21:02 - INFO - Train Value_mae: 3.3692
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+ 2025-11-30 12:21:02 - INFO - Train Value_mse: 13.2273
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+ 2025-11-30 12:21:02 - INFO - Val Loss: 3.1719
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+ 2025-11-30 12:21:02 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 12:21:02 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 12:21:02 - INFO - Val Policy_error: 0.5239
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+ 2025-11-30 12:21:02 - INFO - Val Policy_loss: 2.4258
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+ 2025-11-30 12:21:02 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 12:21:02 - INFO - Val Value_mae: 3.2695
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+ 2025-11-30 12:21:02 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 12:29:18 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:29:21 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:29:21 - INFO -
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+ 2025-11-30 12:29:21 - INFO - Epoch 6/50 Summary:
272
+ 2025-11-30 12:29:21 - INFO - Train Loss: 3.5256
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+ 2025-11-30 12:29:21 - INFO - Train Num_policy_tokens: 25553.6986
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+ 2025-11-30 12:29:21 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 12:29:21 - INFO - Train Policy_error: 0.6252
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+ 2025-11-30 12:29:21 - INFO - Train Policy_loss: 2.7316
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+ 2025-11-30 12:29:21 - INFO - Train Value_loss: 13.2333
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+ 2025-11-30 12:29:21 - INFO - Train Value_mae: 3.3709
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+ 2025-11-30 12:29:21 - INFO - Train Value_mse: 13.2333
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+ 2025-11-30 12:29:21 - INFO - Val Loss: 3.1992
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+ 2025-11-30 12:29:21 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 12:29:21 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 12:29:21 - INFO - Val Policy_error: 0.5314
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+ 2025-11-30 12:29:21 - INFO - Val Policy_loss: 2.4531
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+ 2025-11-30 12:29:21 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 12:29:21 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 12:29:21 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 12:37:37 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:37:39 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:37:39 - INFO -
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+ 2025-11-30 12:37:39 - INFO - Epoch 7/50 Summary:
292
+ 2025-11-30 12:37:39 - INFO - Train Loss: 3.5574
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+ 2025-11-30 12:37:39 - INFO - Train Num_policy_tokens: 25549.8288
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+ 2025-11-30 12:37:39 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 12:37:39 - INFO - Train Policy_error: 0.6330
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+ 2025-11-30 12:37:39 - INFO - Train Policy_loss: 2.7639
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+ 2025-11-30 12:37:39 - INFO - Train Value_loss: 13.2324
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+ 2025-11-30 12:37:39 - INFO - Train Value_mae: 3.3706
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+ 2025-11-30 12:37:39 - INFO - Train Value_mse: 13.2324
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+ 2025-11-30 12:37:39 - INFO - Val Loss: 3.2422
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+ 2025-11-30 12:37:39 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 12:37:39 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 12:37:39 - INFO - Val Policy_error: 0.5451
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+ 2025-11-30 12:37:39 - INFO - Val Policy_loss: 2.4922
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+ 2025-11-30 12:37:39 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 12:37:39 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 12:37:39 - INFO - Val Value_mse: 12.4844
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+ 2025-11-30 12:45:54 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:45:57 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:45:57 - INFO -
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+ 2025-11-30 12:45:57 - INFO - Epoch 8/50 Summary:
312
+ 2025-11-30 12:45:57 - INFO - Train Loss: 3.5948
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+ 2025-11-30 12:45:57 - INFO - Train Num_policy_tokens: 25542.6849
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+ 2025-11-30 12:45:57 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 12:45:57 - INFO - Train Policy_error: 0.6413
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+ 2025-11-30 12:45:57 - INFO - Train Policy_loss: 2.8004
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+ 2025-11-30 12:45:57 - INFO - Train Value_loss: 13.2346
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+ 2025-11-30 12:45:57 - INFO - Train Value_mae: 3.3715
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+ 2025-11-30 12:45:57 - INFO - Train Value_mse: 13.2346
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+ 2025-11-30 12:45:57 - INFO - Val Loss: 3.3008
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+ 2025-11-30 12:45:57 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 12:45:57 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 12:45:57 - INFO - Val Policy_error: 0.5668
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+ 2025-11-30 12:45:57 - INFO - Val Policy_loss: 2.5547
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+ 2025-11-30 12:45:57 - INFO - Val Value_loss: 12.4531
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+ 2025-11-30 12:45:57 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 12:45:57 - INFO - Val Value_mse: 12.4531
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+ 2025-11-30 12:54:13 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:54:15 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:54:15 - INFO -
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+ 2025-11-30 12:54:15 - INFO - Epoch 9/50 Summary:
332
+ 2025-11-30 12:54:15 - INFO - Train Loss: 3.6068
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+ 2025-11-30 12:54:15 - INFO - Train Num_policy_tokens: 25540.8151
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+ 2025-11-30 12:54:15 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 12:54:15 - INFO - Train Policy_error: 0.6463
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+ 2025-11-30 12:54:15 - INFO - Train Policy_loss: 2.8145
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+ 2025-11-30 12:54:15 - INFO - Train Value_loss: 13.1999
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+ 2025-11-30 12:54:15 - INFO - Train Value_mae: 3.3667
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+ 2025-11-30 12:54:15 - INFO - Train Value_mse: 13.1999
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+ 2025-11-30 12:54:15 - INFO - Val Loss: 3.2969
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+ 2025-11-30 12:54:15 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 12:54:15 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 12:54:15 - INFO - Val Policy_error: 0.5645
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+ 2025-11-30 12:54:15 - INFO - Val Policy_loss: 2.5508
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+ 2025-11-30 12:54:15 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 12:54:15 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 12:54:15 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 13:02:30 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:02:32 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:02:32 - INFO -
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+ 2025-11-30 13:02:32 - INFO - Epoch 10/50 Summary:
352
+ 2025-11-30 13:02:32 - INFO - Train Loss: 3.6202
353
+ 2025-11-30 13:02:32 - INFO - Train Num_policy_tokens: 25545.4110
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+ 2025-11-30 13:02:32 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 13:02:32 - INFO - Train Policy_error: 0.6505
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+ 2025-11-30 13:02:32 - INFO - Train Policy_loss: 2.8263
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+ 2025-11-30 13:02:32 - INFO - Train Value_loss: 13.2290
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+ 2025-11-30 13:02:32 - INFO - Train Value_mae: 3.3701
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+ 2025-11-30 13:02:32 - INFO - Train Value_mse: 13.2290
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+ 2025-11-30 13:02:32 - INFO - Val Loss: 3.3086
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+ 2025-11-30 13:02:32 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 13:02:32 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 13:02:32 - INFO - Val Policy_error: 0.5698
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+ 2025-11-30 13:02:32 - INFO - Val Policy_loss: 2.5586
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+ 2025-11-30 13:02:32 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 13:02:32 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 13:02:32 - INFO - Val Value_mse: 12.4844
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+ 2025-11-30 13:10:47 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:10:50 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:10:50 - INFO -
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+ 2025-11-30 13:10:50 - INFO - Epoch 11/50 Summary:
372
+ 2025-11-30 13:10:50 - INFO - Train Loss: 3.6187
373
+ 2025-11-30 13:10:50 - INFO - Train Num_policy_tokens: 25533.2740
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+ 2025-11-30 13:10:50 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 13:10:50 - INFO - Train Policy_error: 0.6493
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+ 2025-11-30 13:10:50 - INFO - Train Policy_loss: 2.8262
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+ 2025-11-30 13:10:50 - INFO - Train Value_loss: 13.2145
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+ 2025-11-30 13:10:50 - INFO - Train Value_mae: 3.3682
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+ 2025-11-30 13:10:50 - INFO - Train Value_mse: 13.2145
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+ 2025-11-30 13:10:50 - INFO - Val Loss: 3.3359
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+ 2025-11-30 13:10:50 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 13:10:50 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 13:10:50 - INFO - Val Policy_error: 0.5770
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+ 2025-11-30 13:10:50 - INFO - Val Policy_loss: 2.5859
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+ 2025-11-30 13:10:50 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 13:10:50 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 13:10:50 - INFO - Val Value_mse: 12.4844
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+ 2025-11-30 13:19:05 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:19:08 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:19:08 - INFO -
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+ 2025-11-30 13:19:08 - INFO - Epoch 12/50 Summary:
392
+ 2025-11-30 13:19:08 - INFO - Train Loss: 3.6277
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+ 2025-11-30 13:19:08 - INFO - Train Num_policy_tokens: 25535.9178
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+ 2025-11-30 13:19:08 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 13:19:08 - INFO - Train Policy_error: 0.6502
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+ 2025-11-30 13:19:08 - INFO - Train Policy_loss: 2.8348
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+ 2025-11-30 13:19:08 - INFO - Train Value_loss: 13.2196
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+ 2025-11-30 13:19:08 - INFO - Train Value_mae: 3.3702
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+ 2025-11-30 13:19:08 - INFO - Train Value_mse: 13.2196
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+ 2025-11-30 13:19:08 - INFO - Val Loss: 3.3359
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+ 2025-11-30 13:19:08 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 13:19:08 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 13:19:08 - INFO - Val Policy_error: 0.5775
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+ 2025-11-30 13:19:08 - INFO - Val Policy_loss: 2.5859
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+ 2025-11-30 13:19:08 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 13:19:08 - INFO - Val Value_mae: 3.2695
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+ 2025-11-30 13:19:08 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 13:27:24 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:27:26 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:27:26 - INFO -
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+ 2025-11-30 13:27:26 - INFO - Epoch 13/50 Summary:
412
+ 2025-11-30 13:27:26 - INFO - Train Loss: 3.6361
413
+ 2025-11-30 13:27:26 - INFO - Train Num_policy_tokens: 25537.5685
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+ 2025-11-30 13:27:26 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 13:27:26 - INFO - Train Policy_error: 0.6542
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+ 2025-11-30 13:27:26 - INFO - Train Policy_loss: 2.8433
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+ 2025-11-30 13:27:26 - INFO - Train Value_loss: 13.2102
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+ 2025-11-30 13:27:26 - INFO - Train Value_mae: 3.3682
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+ 2025-11-30 13:27:26 - INFO - Train Value_mse: 13.2102
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+ 2025-11-30 13:27:26 - INFO - Val Loss: 3.3633
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+ 2025-11-30 13:27:26 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 13:27:26 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 13:27:26 - INFO - Val Policy_error: 0.5876
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+ 2025-11-30 13:27:26 - INFO - Val Policy_loss: 2.6133
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+ 2025-11-30 13:27:26 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 13:27:26 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 13:27:26 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 13:35:42 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:35:44 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:35:44 - INFO -
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+ 2025-11-30 13:35:44 - INFO - Epoch 14/50 Summary:
432
+ 2025-11-30 13:35:44 - INFO - Train Loss: 3.6413
433
+ 2025-11-30 13:35:44 - INFO - Train Num_policy_tokens: 25561.6644
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+ 2025-11-30 13:35:44 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 13:35:44 - INFO - Train Policy_error: 0.6559
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+ 2025-11-30 13:35:44 - INFO - Train Policy_loss: 2.8480
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+ 2025-11-30 13:35:44 - INFO - Train Value_loss: 13.2230
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+ 2025-11-30 13:35:44 - INFO - Train Value_mae: 3.3698
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+ 2025-11-30 13:35:44 - INFO - Train Value_mse: 13.2230
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+ 2025-11-30 13:35:44 - INFO - Val Loss: 3.3672
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+ 2025-11-30 13:35:44 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 13:35:44 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 13:35:44 - INFO - Val Policy_error: 0.5819
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+ 2025-11-30 13:35:44 - INFO - Val Policy_loss: 2.6172
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+ 2025-11-30 13:35:44 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 13:35:44 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 13:35:44 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 13:44:00 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:44:02 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:44:02 - INFO -
451
+ 2025-11-30 13:44:02 - INFO - Epoch 15/50 Summary:
452
+ 2025-11-30 13:44:02 - INFO - Train Loss: 3.6475
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+ 2025-11-30 13:44:02 - INFO - Train Num_policy_tokens: 25542.9247
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+ 2025-11-30 13:44:02 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 13:44:02 - INFO - Train Policy_error: 0.6561
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+ 2025-11-30 13:44:02 - INFO - Train Policy_loss: 2.8541
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+ 2025-11-30 13:44:02 - INFO - Train Value_loss: 13.2252
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+ 2025-11-30 13:44:02 - INFO - Train Value_mae: 3.3692
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+ 2025-11-30 13:44:02 - INFO - Train Value_mse: 13.2252
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+ 2025-11-30 13:44:02 - INFO - Val Loss: 3.3672
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+ 2025-11-30 13:44:02 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 13:44:02 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 13:44:02 - INFO - Val Policy_error: 0.5840
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+ 2025-11-30 13:44:02 - INFO - Val Policy_loss: 2.6172
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+ 2025-11-30 13:44:02 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 13:44:02 - INFO - Val Value_mae: 3.2695
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+ 2025-11-30 13:44:02 - INFO - Val Value_mse: 12.4688
468
+ 2025-11-30 13:52:18 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:52:20 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:52:20 - INFO -
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+ 2025-11-30 13:52:20 - INFO - Epoch 16/50 Summary:
472
+ 2025-11-30 13:52:20 - INFO - Train Loss: 3.6454
473
+ 2025-11-30 13:52:20 - INFO - Train Num_policy_tokens: 25541.9041
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+ 2025-11-30 13:52:20 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 13:52:20 - INFO - Train Policy_error: 0.6564
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+ 2025-11-30 13:52:20 - INFO - Train Policy_loss: 2.8519
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+ 2025-11-30 13:52:20 - INFO - Train Value_loss: 13.2239
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+ 2025-11-30 13:52:20 - INFO - Train Value_mae: 3.3700
479
+ 2025-11-30 13:52:20 - INFO - Train Value_mse: 13.2239
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+ 2025-11-30 13:52:20 - INFO - Val Loss: 3.3672
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+ 2025-11-30 13:52:20 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 13:52:20 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 13:52:20 - INFO - Val Policy_error: 0.5847
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+ 2025-11-30 13:52:20 - INFO - Val Policy_loss: 2.6172
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+ 2025-11-30 13:52:20 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 13:52:20 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 13:52:20 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 14:00:36 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:00:38 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:00:38 - INFO -
491
+ 2025-11-30 14:00:38 - INFO - Epoch 17/50 Summary:
492
+ 2025-11-30 14:00:38 - INFO - Train Loss: 3.6462
493
+ 2025-11-30 14:00:38 - INFO - Train Num_policy_tokens: 25546.8493
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+ 2025-11-30 14:00:38 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 14:00:38 - INFO - Train Policy_error: 0.6563
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+ 2025-11-30 14:00:38 - INFO - Train Policy_loss: 2.8530
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+ 2025-11-30 14:00:38 - INFO - Train Value_loss: 13.2196
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+ 2025-11-30 14:00:38 - INFO - Train Value_mae: 3.3696
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+ 2025-11-30 14:00:38 - INFO - Train Value_mse: 13.2196
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+ 2025-11-30 14:00:38 - INFO - Val Loss: 3.3672
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+ 2025-11-30 14:00:38 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 14:00:38 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 14:00:38 - INFO - Val Policy_error: 0.5901
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+ 2025-11-30 14:00:38 - INFO - Val Policy_loss: 2.6172
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+ 2025-11-30 14:00:38 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 14:00:38 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 14:00:38 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 14:08:53 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:08:56 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:08:56 - INFO -
511
+ 2025-11-30 14:08:56 - INFO - Epoch 18/50 Summary:
512
+ 2025-11-30 14:08:56 - INFO - Train Loss: 3.6603
513
+ 2025-11-30 14:08:56 - INFO - Train Num_policy_tokens: 25547.5479
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+ 2025-11-30 14:08:56 - INFO - Train Num_value_predictions: 64.0000
515
+ 2025-11-30 14:08:56 - INFO - Train Policy_error: 0.6602
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+ 2025-11-30 14:08:56 - INFO - Train Policy_loss: 2.8667
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+ 2025-11-30 14:08:56 - INFO - Train Value_loss: 13.2282
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+ 2025-11-30 14:08:56 - INFO - Train Value_mae: 3.3706
519
+ 2025-11-30 14:08:56 - INFO - Train Value_mse: 13.2282
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+ 2025-11-30 14:08:56 - INFO - Val Loss: 3.3984
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+ 2025-11-30 14:08:56 - INFO - Val Num_policy_tokens: 21247.2500
522
+ 2025-11-30 14:08:56 - INFO - Val Num_value_predictions: 53.0000
523
+ 2025-11-30 14:08:56 - INFO - Val Policy_error: 0.5835
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+ 2025-11-30 14:08:56 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 14:08:56 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 14:08:56 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 14:08:56 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 14:17:11 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:17:14 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:17:14 - INFO -
531
+ 2025-11-30 14:17:14 - INFO - Epoch 19/50 Summary:
532
+ 2025-11-30 14:17:14 - INFO - Train Loss: 3.6744
533
+ 2025-11-30 14:17:14 - INFO - Train Num_policy_tokens: 25531.6644
534
+ 2025-11-30 14:17:14 - INFO - Train Num_value_predictions: 64.0000
535
+ 2025-11-30 14:17:14 - INFO - Train Policy_error: 0.6620
536
+ 2025-11-30 14:17:14 - INFO - Train Policy_loss: 2.8815
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+ 2025-11-30 14:17:14 - INFO - Train Value_loss: 13.2243
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+ 2025-11-30 14:17:14 - INFO - Train Value_mae: 3.3705
539
+ 2025-11-30 14:17:14 - INFO - Train Value_mse: 13.2243
540
+ 2025-11-30 14:17:14 - INFO - Val Loss: 3.3906
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+ 2025-11-30 14:17:14 - INFO - Val Num_policy_tokens: 21247.2500
542
+ 2025-11-30 14:17:14 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 14:17:14 - INFO - Val Policy_error: 0.5800
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+ 2025-11-30 14:17:14 - INFO - Val Policy_loss: 2.6406
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+ 2025-11-30 14:17:14 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 14:17:14 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 14:17:14 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 14:25:29 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:25:32 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:25:32 - INFO -
551
+ 2025-11-30 14:25:32 - INFO - Epoch 20/50 Summary:
552
+ 2025-11-30 14:25:32 - INFO - Train Loss: 3.6727
553
+ 2025-11-30 14:25:32 - INFO - Train Num_policy_tokens: 25559.1301
554
+ 2025-11-30 14:25:32 - INFO - Train Num_value_predictions: 64.0000
555
+ 2025-11-30 14:25:32 - INFO - Train Policy_error: 0.6604
556
+ 2025-11-30 14:25:32 - INFO - Train Policy_loss: 2.8795
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+ 2025-11-30 14:25:32 - INFO - Train Value_loss: 13.2209
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+ 2025-11-30 14:25:32 - INFO - Train Value_mae: 3.3698
559
+ 2025-11-30 14:25:32 - INFO - Train Value_mse: 13.2209
560
+ 2025-11-30 14:25:32 - INFO - Val Loss: 3.3945
561
+ 2025-11-30 14:25:32 - INFO - Val Num_policy_tokens: 21247.2500
562
+ 2025-11-30 14:25:32 - INFO - Val Num_value_predictions: 53.0000
563
+ 2025-11-30 14:25:32 - INFO - Val Policy_error: 0.5797
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+ 2025-11-30 14:25:32 - INFO - Val Policy_loss: 2.6445
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+ 2025-11-30 14:25:32 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 14:25:32 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 14:25:32 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 14:33:47 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:33:49 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:33:49 - INFO -
571
+ 2025-11-30 14:33:49 - INFO - Epoch 21/50 Summary:
572
+ 2025-11-30 14:33:49 - INFO - Train Loss: 3.6773
573
+ 2025-11-30 14:33:49 - INFO - Train Num_policy_tokens: 25533.7466
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+ 2025-11-30 14:33:49 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 14:33:49 - INFO - Train Policy_error: 0.6614
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+ 2025-11-30 14:33:49 - INFO - Train Policy_loss: 2.8848
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+ 2025-11-30 14:33:49 - INFO - Train Value_loss: 13.2128
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+ 2025-11-30 14:33:49 - INFO - Train Value_mae: 3.3678
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+ 2025-11-30 14:33:49 - INFO - Train Value_mse: 13.2128
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+ 2025-11-30 14:33:49 - INFO - Val Loss: 3.4102
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+ 2025-11-30 14:33:49 - INFO - Val Num_policy_tokens: 21247.2500
582
+ 2025-11-30 14:33:49 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 14:33:49 - INFO - Val Policy_error: 0.5825
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+ 2025-11-30 14:33:49 - INFO - Val Policy_loss: 2.6602
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+ 2025-11-30 14:33:49 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 14:33:49 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 14:33:49 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 14:42:04 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:42:07 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:42:07 - INFO -
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+ 2025-11-30 14:42:07 - INFO - Epoch 22/50 Summary:
592
+ 2025-11-30 14:42:07 - INFO - Train Loss: 3.6729
593
+ 2025-11-30 14:42:07 - INFO - Train Num_policy_tokens: 25539.7466
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+ 2025-11-30 14:42:07 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 14:42:07 - INFO - Train Policy_error: 0.6598
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+ 2025-11-30 14:42:07 - INFO - Train Policy_loss: 2.8804
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+ 2025-11-30 14:42:07 - INFO - Train Value_loss: 13.2102
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+ 2025-11-30 14:42:07 - INFO - Train Value_mae: 3.3682
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+ 2025-11-30 14:42:07 - INFO - Train Value_mse: 13.2102
600
+ 2025-11-30 14:42:07 - INFO - Val Loss: 3.4062
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+ 2025-11-30 14:42:07 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 14:42:07 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 14:42:07 - INFO - Val Policy_error: 0.5817
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+ 2025-11-30 14:42:07 - INFO - Val Policy_loss: 2.6602
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+ 2025-11-30 14:42:07 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 14:42:07 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 14:42:07 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 14:50:21 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:50:24 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:50:24 - INFO -
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+ 2025-11-30 14:50:24 - INFO - Epoch 23/50 Summary:
612
+ 2025-11-30 14:50:24 - INFO - Train Loss: 3.6708
613
+ 2025-11-30 14:50:24 - INFO - Train Num_policy_tokens: 25525.9178
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+ 2025-11-30 14:50:24 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 14:50:24 - INFO - Train Policy_error: 0.6592
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+ 2025-11-30 14:50:24 - INFO - Train Policy_loss: 2.8776
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+ 2025-11-30 14:50:24 - INFO - Train Value_loss: 13.2217
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+ 2025-11-30 14:50:24 - INFO - Train Value_mae: 3.3699
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+ 2025-11-30 14:50:24 - INFO - Train Value_mse: 13.2217
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+ 2025-11-30 14:50:24 - INFO - Val Loss: 3.3984
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+ 2025-11-30 14:50:24 - INFO - Val Num_policy_tokens: 21247.2500
622
+ 2025-11-30 14:50:24 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 14:50:24 - INFO - Val Policy_error: 0.5802
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+ 2025-11-30 14:50:24 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 14:50:24 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 14:50:24 - INFO - Val Value_mae: 3.2812
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+ 2025-11-30 14:50:24 - INFO - Val Value_mse: 12.4844
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+ 2025-11-30 14:58:39 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:58:42 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:58:42 - INFO -
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+ 2025-11-30 14:58:42 - INFO - Epoch 24/50 Summary:
632
+ 2025-11-30 14:58:42 - INFO - Train Loss: 3.6698
633
+ 2025-11-30 14:58:42 - INFO - Train Num_policy_tokens: 25527.1096
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+ 2025-11-30 14:58:42 - INFO - Train Num_value_predictions: 64.0000
635
+ 2025-11-30 14:58:42 - INFO - Train Policy_error: 0.6592
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+ 2025-11-30 14:58:42 - INFO - Train Policy_loss: 2.8761
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+ 2025-11-30 14:58:42 - INFO - Train Value_loss: 13.2226
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+ 2025-11-30 14:58:42 - INFO - Train Value_mae: 3.3701
639
+ 2025-11-30 14:58:42 - INFO - Train Value_mse: 13.2226
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+ 2025-11-30 14:58:42 - INFO - Val Loss: 3.4062
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+ 2025-11-30 14:58:42 - INFO - Val Num_policy_tokens: 21247.2500
642
+ 2025-11-30 14:58:42 - INFO - Val Num_value_predictions: 53.0000
643
+ 2025-11-30 14:58:42 - INFO - Val Policy_error: 0.5843
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+ 2025-11-30 14:58:42 - INFO - Val Policy_loss: 2.6562
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+ 2025-11-30 14:58:42 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 14:58:42 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 14:58:42 - INFO - Val Value_mse: 12.4844
648
+ 2025-11-30 15:06:57 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:07:00 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:07:00 - INFO -
651
+ 2025-11-30 15:07:00 - INFO - Epoch 25/50 Summary:
652
+ 2025-11-30 15:07:00 - INFO - Train Loss: 3.6752
653
+ 2025-11-30 15:07:00 - INFO - Train Num_policy_tokens: 25560.1027
654
+ 2025-11-30 15:07:00 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 15:07:00 - INFO - Train Policy_error: 0.6606
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+ 2025-11-30 15:07:00 - INFO - Train Policy_loss: 2.8809
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+ 2025-11-30 15:07:00 - INFO - Train Value_loss: 13.2367
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+ 2025-11-30 15:07:00 - INFO - Train Value_mae: 3.3713
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+ 2025-11-30 15:07:00 - INFO - Train Value_mse: 13.2367
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+ 2025-11-30 15:07:00 - INFO - Val Loss: 3.3945
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+ 2025-11-30 15:07:00 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 15:07:00 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 15:07:00 - INFO - Val Policy_error: 0.5889
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+ 2025-11-30 15:07:00 - INFO - Val Policy_loss: 2.6445
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+ 2025-11-30 15:07:00 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 15:07:00 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 15:07:00 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 15:15:15 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:15:18 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:15:18 - INFO -
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+ 2025-11-30 15:15:18 - INFO - Epoch 26/50 Summary:
672
+ 2025-11-30 15:15:18 - INFO - Train Loss: 3.6731
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+ 2025-11-30 15:15:18 - INFO - Train Num_policy_tokens: 25535.6712
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+ 2025-11-30 15:15:18 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 15:15:18 - INFO - Train Policy_error: 0.6611
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+ 2025-11-30 15:15:18 - INFO - Train Policy_loss: 2.8794
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+ 2025-11-30 15:15:18 - INFO - Train Value_loss: 13.2265
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+ 2025-11-30 15:15:18 - INFO - Train Value_mae: 3.3705
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+ 2025-11-30 15:15:18 - INFO - Train Value_mse: 13.2265
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+ 2025-11-30 15:15:18 - INFO - Val Loss: 3.3984
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+ 2025-11-30 15:15:18 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 15:15:18 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 15:15:18 - INFO - Val Policy_error: 0.5921
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+ 2025-11-30 15:15:18 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 15:15:18 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 15:15:18 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 15:15:18 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 15:23:33 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:23:36 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:23:36 - INFO -
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+ 2025-11-30 15:23:36 - INFO - Epoch 27/50 Summary:
692
+ 2025-11-30 15:23:36 - INFO - Train Loss: 3.6710
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+ 2025-11-30 15:23:36 - INFO - Train Num_policy_tokens: 25516.3699
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+ 2025-11-30 15:23:36 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 15:23:36 - INFO - Train Policy_error: 0.6612
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+ 2025-11-30 15:23:36 - INFO - Train Policy_loss: 2.8786
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+ 2025-11-30 15:23:36 - INFO - Train Value_loss: 13.2068
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+ 2025-11-30 15:23:36 - INFO - Train Value_mae: 3.3673
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+ 2025-11-30 15:23:36 - INFO - Train Value_mse: 13.2068
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+ 2025-11-30 15:23:36 - INFO - Val Loss: 3.3984
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+ 2025-11-30 15:23:36 - INFO - Val Num_policy_tokens: 21247.2500
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+ 2025-11-30 15:23:36 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 15:23:36 - INFO - Val Policy_error: 0.5945
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+ 2025-11-30 15:23:36 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 15:23:36 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 15:23:36 - INFO - Val Value_mae: 3.2812
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+ 2025-11-30 15:23:36 - INFO - Val Value_mse: 12.4844
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+ 2025-11-30 15:31:51 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:31:54 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:31:54 - INFO -
711
+ 2025-11-30 15:31:54 - INFO - Epoch 28/50 Summary:
712
+ 2025-11-30 15:31:54 - INFO - Train Loss: 3.6682
713
+ 2025-11-30 15:31:54 - INFO - Train Num_policy_tokens: 25545.1507
714
+ 2025-11-30 15:31:54 - INFO - Train Num_value_predictions: 64.0000
715
+ 2025-11-30 15:31:54 - INFO - Train Policy_error: 0.6612
716
+ 2025-11-30 15:31:54 - INFO - Train Policy_loss: 2.8751
717
+ 2025-11-30 15:31:54 - INFO - Train Value_loss: 13.2277
718
+ 2025-11-30 15:31:54 - INFO - Train Value_mae: 3.3716
719
+ 2025-11-30 15:31:54 - INFO - Train Value_mse: 13.2277
720
+ 2025-11-30 15:31:54 - INFO - Val Loss: 3.3984
721
+ 2025-11-30 15:31:54 - INFO - Val Num_policy_tokens: 21247.2500
722
+ 2025-11-30 15:31:54 - INFO - Val Num_value_predictions: 53.0000
723
+ 2025-11-30 15:31:54 - INFO - Val Policy_error: 0.5909
724
+ 2025-11-30 15:31:54 - INFO - Val Policy_loss: 2.6484
725
+ 2025-11-30 15:31:54 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 15:31:54 - INFO - Val Value_mae: 3.2773
727
+ 2025-11-30 15:31:54 - INFO - Val Value_mse: 12.4844
728
+ 2025-11-30 15:40:10 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:40:12 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
730
+ 2025-11-30 15:40:12 - INFO -
731
+ 2025-11-30 15:40:12 - INFO - Epoch 29/50 Summary:
732
+ 2025-11-30 15:40:12 - INFO - Train Loss: 3.6617
733
+ 2025-11-30 15:40:12 - INFO - Train Num_policy_tokens: 25513.9041
734
+ 2025-11-30 15:40:12 - INFO - Train Num_value_predictions: 64.0000
735
+ 2025-11-30 15:40:12 - INFO - Train Policy_error: 0.6601
736
+ 2025-11-30 15:40:12 - INFO - Train Policy_loss: 2.8689
737
+ 2025-11-30 15:40:12 - INFO - Train Value_loss: 13.2123
738
+ 2025-11-30 15:40:12 - INFO - Train Value_mae: 3.3690
739
+ 2025-11-30 15:40:12 - INFO - Train Value_mse: 13.2123
740
+ 2025-11-30 15:40:12 - INFO - Val Loss: 3.3984
741
+ 2025-11-30 15:40:12 - INFO - Val Num_policy_tokens: 21247.2500
742
+ 2025-11-30 15:40:12 - INFO - Val Num_value_predictions: 53.0000
743
+ 2025-11-30 15:40:12 - INFO - Val Policy_error: 0.5924
744
+ 2025-11-30 15:40:12 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 15:40:12 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 15:40:12 - INFO - Val Value_mae: 3.2812
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+ 2025-11-30 15:40:12 - INFO - Val Value_mse: 12.4844
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+ 2025-11-30 15:48:28 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:48:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
750
+ 2025-11-30 15:48:30 - INFO -
751
+ 2025-11-30 15:48:30 - INFO - Epoch 30/50 Summary:
752
+ 2025-11-30 15:48:30 - INFO - Train Loss: 3.6629
753
+ 2025-11-30 15:48:30 - INFO - Train Num_policy_tokens: 25533.2740
754
+ 2025-11-30 15:48:30 - INFO - Train Num_value_predictions: 64.0000
755
+ 2025-11-30 15:48:30 - INFO - Train Policy_error: 0.6605
756
+ 2025-11-30 15:48:30 - INFO - Train Policy_loss: 2.8690
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+ 2025-11-30 15:48:30 - INFO - Train Value_loss: 13.2230
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+ 2025-11-30 15:48:30 - INFO - Train Value_mae: 3.3706
759
+ 2025-11-30 15:48:30 - INFO - Train Value_mse: 13.2230
760
+ 2025-11-30 15:48:30 - INFO - Val Loss: 3.3945
761
+ 2025-11-30 15:48:30 - INFO - Val Num_policy_tokens: 21247.2500
762
+ 2025-11-30 15:48:30 - INFO - Val Num_value_predictions: 53.0000
763
+ 2025-11-30 15:48:30 - INFO - Val Policy_error: 0.5952
764
+ 2025-11-30 15:48:30 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 15:48:30 - INFO - Val Value_loss: 12.4531
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+ 2025-11-30 15:48:30 - INFO - Val Value_mae: 3.2734
767
+ 2025-11-30 15:48:30 - INFO - Val Value_mse: 12.4531
768
+ 2025-11-30 15:56:46 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:56:48 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
770
+ 2025-11-30 15:56:48 - INFO -
771
+ 2025-11-30 15:56:48 - INFO - Epoch 31/50 Summary:
772
+ 2025-11-30 15:56:48 - INFO - Train Loss: 3.6645
773
+ 2025-11-30 15:56:48 - INFO - Train Num_policy_tokens: 25523.4521
774
+ 2025-11-30 15:56:48 - INFO - Train Num_value_predictions: 64.0000
775
+ 2025-11-30 15:56:48 - INFO - Train Policy_error: 0.6616
776
+ 2025-11-30 15:56:48 - INFO - Train Policy_loss: 2.8720
777
+ 2025-11-30 15:56:48 - INFO - Train Value_loss: 13.2008
778
+ 2025-11-30 15:56:48 - INFO - Train Value_mae: 3.3674
779
+ 2025-11-30 15:56:48 - INFO - Train Value_mse: 13.2008
780
+ 2025-11-30 15:56:48 - INFO - Val Loss: 3.3945
781
+ 2025-11-30 15:56:48 - INFO - Val Num_policy_tokens: 21247.2500
782
+ 2025-11-30 15:56:48 - INFO - Val Num_value_predictions: 53.0000
783
+ 2025-11-30 15:56:48 - INFO - Val Policy_error: 0.5955
784
+ 2025-11-30 15:56:48 - INFO - Val Policy_loss: 2.6484
785
+ 2025-11-30 15:56:48 - INFO - Val Value_loss: 12.4531
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+ 2025-11-30 15:56:48 - INFO - Val Value_mae: 3.2695
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+ 2025-11-30 15:56:48 - INFO - Val Value_mse: 12.4531
788
+ 2025-11-30 16:05:04 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 16:05:06 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
790
+ 2025-11-30 16:05:06 - INFO -
791
+ 2025-11-30 16:05:06 - INFO - Epoch 32/50 Summary:
792
+ 2025-11-30 16:05:06 - INFO - Train Loss: 3.6691
793
+ 2025-11-30 16:05:06 - INFO - Train Num_policy_tokens: 25545.7671
794
+ 2025-11-30 16:05:06 - INFO - Train Num_value_predictions: 64.0000
795
+ 2025-11-30 16:05:06 - INFO - Train Policy_error: 0.6624
796
+ 2025-11-30 16:05:06 - INFO - Train Policy_loss: 2.8753
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+ 2025-11-30 16:05:06 - INFO - Train Value_loss: 13.2342
798
+ 2025-11-30 16:05:06 - INFO - Train Value_mae: 3.3709
799
+ 2025-11-30 16:05:06 - INFO - Train Value_mse: 13.2342
800
+ 2025-11-30 16:05:06 - INFO - Val Loss: 3.3984
801
+ 2025-11-30 16:05:06 - INFO - Val Num_policy_tokens: 21247.2500
802
+ 2025-11-30 16:05:06 - INFO - Val Num_value_predictions: 53.0000
803
+ 2025-11-30 16:05:06 - INFO - Val Policy_error: 0.5949
804
+ 2025-11-30 16:05:06 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 16:05:06 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 16:05:06 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 16:05:06 - INFO - Val Value_mse: 12.4844
808
+ 2025-11-30 16:13:21 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 16:13:24 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
810
+ 2025-11-30 16:13:24 - INFO -
811
+ 2025-11-30 16:13:24 - INFO - Epoch 33/50 Summary:
812
+ 2025-11-30 16:13:24 - INFO - Train Loss: 3.6642
813
+ 2025-11-30 16:13:24 - INFO - Train Num_policy_tokens: 25550.9795
814
+ 2025-11-30 16:13:24 - INFO - Train Num_value_predictions: 64.0000
815
+ 2025-11-30 16:13:24 - INFO - Train Policy_error: 0.6616
816
+ 2025-11-30 16:13:24 - INFO - Train Policy_loss: 2.8704
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+ 2025-11-30 16:13:24 - INFO - Train Value_loss: 13.2316
818
+ 2025-11-30 16:13:24 - INFO - Train Value_mae: 3.3718
819
+ 2025-11-30 16:13:24 - INFO - Train Value_mse: 13.2316
820
+ 2025-11-30 16:13:24 - INFO - Val Loss: 3.3984
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+ 2025-11-30 16:13:24 - INFO - Val Num_policy_tokens: 21247.2500
822
+ 2025-11-30 16:13:24 - INFO - Val Num_value_predictions: 53.0000
823
+ 2025-11-30 16:13:24 - INFO - Val Policy_error: 0.5930
824
+ 2025-11-30 16:13:24 - INFO - Val Policy_loss: 2.6484
825
+ 2025-11-30 16:13:24 - INFO - Val Value_loss: 12.4844
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+ 2025-11-30 16:13:24 - INFO - Val Value_mae: 3.2773
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+ 2025-11-30 16:13:24 - INFO - Val Value_mse: 12.4844
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+ 2025-11-30 16:21:39 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 16:21:41 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
830
+ 2025-11-30 16:21:41 - INFO -
831
+ 2025-11-30 16:21:41 - INFO - Epoch 34/50 Summary:
832
+ 2025-11-30 16:21:41 - INFO - Train Loss: 3.6692
833
+ 2025-11-30 16:21:41 - INFO - Train Num_policy_tokens: 25541.9863
834
+ 2025-11-30 16:21:41 - INFO - Train Num_value_predictions: 64.0000
835
+ 2025-11-30 16:21:41 - INFO - Train Policy_error: 0.6620
836
+ 2025-11-30 16:21:41 - INFO - Train Policy_loss: 2.8737
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+ 2025-11-30 16:21:41 - INFO - Train Value_loss: 13.2479
838
+ 2025-11-30 16:21:41 - INFO - Train Value_mae: 3.3737
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+ 2025-11-30 16:21:41 - INFO - Train Value_mse: 13.2479
840
+ 2025-11-30 16:21:41 - INFO - Val Loss: 3.3945
841
+ 2025-11-30 16:21:41 - INFO - Val Num_policy_tokens: 21247.2500
842
+ 2025-11-30 16:21:41 - INFO - Val Num_value_predictions: 53.0000
843
+ 2025-11-30 16:21:41 - INFO - Val Policy_error: 0.5918
844
+ 2025-11-30 16:21:41 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 16:21:41 - INFO - Val Value_loss: 12.4688
846
+ 2025-11-30 16:21:41 - INFO - Val Value_mae: 3.2734
847
+ 2025-11-30 16:21:41 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 16:29:56 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 16:29:58 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
850
+ 2025-11-30 16:29:58 - INFO -
851
+ 2025-11-30 16:29:58 - INFO - Epoch 35/50 Summary:
852
+ 2025-11-30 16:29:58 - INFO - Train Loss: 3.6719
853
+ 2025-11-30 16:29:58 - INFO - Train Num_policy_tokens: 25539.4795
854
+ 2025-11-30 16:29:58 - INFO - Train Num_value_predictions: 64.0000
855
+ 2025-11-30 16:29:58 - INFO - Train Policy_error: 0.6622
856
+ 2025-11-30 16:29:58 - INFO - Train Policy_loss: 2.8786
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+ 2025-11-30 16:29:58 - INFO - Train Value_loss: 13.2136
858
+ 2025-11-30 16:29:58 - INFO - Train Value_mae: 3.3699
859
+ 2025-11-30 16:29:58 - INFO - Train Value_mse: 13.2136
860
+ 2025-11-30 16:29:58 - INFO - Val Loss: 3.3945
861
+ 2025-11-30 16:29:58 - INFO - Val Num_policy_tokens: 21247.2500
862
+ 2025-11-30 16:29:58 - INFO - Val Num_value_predictions: 53.0000
863
+ 2025-11-30 16:29:58 - INFO - Val Policy_error: 0.5935
864
+ 2025-11-30 16:29:58 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 16:29:58 - INFO - Val Value_loss: 12.4531
866
+ 2025-11-30 16:29:58 - INFO - Val Value_mae: 3.2695
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+ 2025-11-30 16:29:58 - INFO - Val Value_mse: 12.4531
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+ 2025-11-30 16:38:14 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 16:38:16 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
870
+ 2025-11-30 16:38:16 - INFO -
871
+ 2025-11-30 16:38:16 - INFO - Epoch 36/50 Summary:
872
+ 2025-11-30 16:38:16 - INFO - Train Loss: 3.6739
873
+ 2025-11-30 16:38:16 - INFO - Train Num_policy_tokens: 25541.4110
874
+ 2025-11-30 16:38:16 - INFO - Train Num_value_predictions: 64.0000
875
+ 2025-11-30 16:38:16 - INFO - Train Policy_error: 0.6620
876
+ 2025-11-30 16:38:16 - INFO - Train Policy_loss: 2.8797
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+ 2025-11-30 16:38:16 - INFO - Train Value_loss: 13.2363
878
+ 2025-11-30 16:38:16 - INFO - Train Value_mae: 3.3713
879
+ 2025-11-30 16:38:16 - INFO - Train Value_mse: 13.2363
880
+ 2025-11-30 16:38:16 - INFO - Val Loss: 3.3945
881
+ 2025-11-30 16:38:16 - INFO - Val Num_policy_tokens: 21247.2500
882
+ 2025-11-30 16:38:16 - INFO - Val Num_value_predictions: 53.0000
883
+ 2025-11-30 16:38:16 - INFO - Val Policy_error: 0.5928
884
+ 2025-11-30 16:38:16 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 16:38:16 - INFO - Val Value_loss: 12.4688
886
+ 2025-11-30 16:38:16 - INFO - Val Value_mae: 3.2734
887
+ 2025-11-30 16:38:16 - INFO - Val Value_mse: 12.4688
888
+ 2025-11-30 16:46:32 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
889
+ 2025-11-30 16:46:34 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
890
+ 2025-11-30 16:46:34 - INFO -
891
+ 2025-11-30 16:46:34 - INFO - Epoch 37/50 Summary:
892
+ 2025-11-30 16:46:34 - INFO - Train Loss: 3.6736
893
+ 2025-11-30 16:46:34 - INFO - Train Num_policy_tokens: 25528.2329
894
+ 2025-11-30 16:46:34 - INFO - Train Num_value_predictions: 64.0000
895
+ 2025-11-30 16:46:34 - INFO - Train Policy_error: 0.6617
896
+ 2025-11-30 16:46:34 - INFO - Train Policy_loss: 2.8792
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+ 2025-11-30 16:46:34 - INFO - Train Value_loss: 13.2329
898
+ 2025-11-30 16:46:34 - INFO - Train Value_mae: 3.3715
899
+ 2025-11-30 16:46:34 - INFO - Train Value_mse: 13.2329
900
+ 2025-11-30 16:46:34 - INFO - Val Loss: 3.3945
901
+ 2025-11-30 16:46:34 - INFO - Val Num_policy_tokens: 21247.2500
902
+ 2025-11-30 16:46:34 - INFO - Val Num_value_predictions: 53.0000
903
+ 2025-11-30 16:46:34 - INFO - Val Policy_error: 0.5911
904
+ 2025-11-30 16:46:34 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 16:46:34 - INFO - Val Value_loss: 12.4688
906
+ 2025-11-30 16:46:34 - INFO - Val Value_mae: 3.2734
907
+ 2025-11-30 16:46:34 - INFO - Val Value_mse: 12.4688
908
+ 2025-11-30 16:54:51 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
909
+ 2025-11-30 16:54:53 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
910
+ 2025-11-30 16:54:53 - INFO -
911
+ 2025-11-30 16:54:53 - INFO - Epoch 38/50 Summary:
912
+ 2025-11-30 16:54:53 - INFO - Train Loss: 3.6754
913
+ 2025-11-30 16:54:53 - INFO - Train Num_policy_tokens: 25552.1507
914
+ 2025-11-30 16:54:53 - INFO - Train Num_value_predictions: 64.0000
915
+ 2025-11-30 16:54:53 - INFO - Train Policy_error: 0.6616
916
+ 2025-11-30 16:54:53 - INFO - Train Policy_loss: 2.8815
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+ 2025-11-30 16:54:53 - INFO - Train Value_loss: 13.2346
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+ 2025-11-30 16:54:53 - INFO - Train Value_mae: 3.3719
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+ 2025-11-30 16:54:53 - INFO - Train Value_mse: 13.2346
920
+ 2025-11-30 16:54:53 - INFO - Val Loss: 3.3945
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+ 2025-11-30 16:54:53 - INFO - Val Num_policy_tokens: 21247.2500
922
+ 2025-11-30 16:54:53 - INFO - Val Num_value_predictions: 53.0000
923
+ 2025-11-30 16:54:53 - INFO - Val Policy_error: 0.5920
924
+ 2025-11-30 16:54:53 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 16:54:53 - INFO - Val Value_loss: 12.4688
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+ 2025-11-30 16:54:53 - INFO - Val Value_mae: 3.2734
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+ 2025-11-30 16:54:53 - INFO - Val Value_mse: 12.4688
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+ 2025-11-30 17:03:09 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 17:03:11 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
930
+ 2025-11-30 17:03:11 - INFO -
931
+ 2025-11-30 17:03:11 - INFO - Epoch 39/50 Summary:
932
+ 2025-11-30 17:03:11 - INFO - Train Loss: 3.6770
933
+ 2025-11-30 17:03:11 - INFO - Train Num_policy_tokens: 25536.3973
934
+ 2025-11-30 17:03:11 - INFO - Train Num_value_predictions: 64.0000
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+ 2025-11-30 17:03:11 - INFO - Train Policy_error: 0.6629
936
+ 2025-11-30 17:03:11 - INFO - Train Policy_loss: 2.8838
937
+ 2025-11-30 17:03:11 - INFO - Train Value_loss: 13.2205
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+ 2025-11-30 17:03:11 - INFO - Train Value_mae: 3.3688
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+ 2025-11-30 17:03:11 - INFO - Train Value_mse: 13.2205
940
+ 2025-11-30 17:03:11 - INFO - Val Loss: 3.3945
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+ 2025-11-30 17:03:11 - INFO - Val Num_policy_tokens: 21247.2500
942
+ 2025-11-30 17:03:11 - INFO - Val Num_value_predictions: 53.0000
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+ 2025-11-30 17:03:11 - INFO - Val Policy_error: 0.5927
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+ 2025-11-30 17:03:11 - INFO - Val Policy_loss: 2.6484
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+ 2025-11-30 17:03:11 - INFO - Val Value_loss: 12.4531
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+ 2025-11-30 17:03:11 - INFO - Val Value_mae: 3.2695
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+ 2025-11-30 17:03:11 - INFO - Val Value_mse: 12.4531
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+ 2025-11-30 17:11:27 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 17:11:29 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
950
+ 2025-11-30 17:11:29 - INFO -
951
+ 2025-11-30 17:11:29 - INFO - Epoch 40/50 Summary:
952
+ 2025-11-30 17:11:29 - INFO - Train Loss: 3.6798
953
+ 2025-11-30 17:11:29 - INFO - Train Num_policy_tokens: 25553.3973
954
+ 2025-11-30 17:11:29 - INFO - Train Num_value_predictions: 64.0000
955
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959
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+ 2025-11-30 17:19:47 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000-bs64.local/checkpoints/latest.chkpt
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+ 2025-11-30 17:19:47 - INFO -
971
+ 2025-11-30 17:19:47 - INFO - Epoch 41/50 Summary:
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+ 2025-11-30 17:25:10 - INFO - ================================================================================
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+ 2025-11-30 11:20:37 - INFO - ================================================================================
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+ 2025-11-30 11:20:37 - INFO - Attention Language Model Training
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+ 2025-11-30 11:20:37 - INFO - ================================================================================
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+ 2025-11-30 11:20:37 - INFO - Experiment ID: trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local
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+ 2025-11-30 11:20:37 - INFO - Output directory: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local
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+ 2025-11-30 11:20:37 - INFO - Config saved to: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/config.yaml
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+ 2025-11-30 11:20:37 - INFO - id: trigor/${date:}-${hydra:job.config_name}
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+ desc:
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+ - 'scheduler.lr_mul: 2000'
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+ seed: 42
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+ 2025-11-30 11:20:37 - INFO - ================================================================================
101
+ 2025-11-30 11:20:37 - INFO - Setting Random Seeds
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+ 2025-11-30 11:20:37 - INFO - ================================================================================
103
+ 2025-11-30 11:20:37 - INFO - Seed: 42
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+ 2025-11-30 11:20:37 - INFO - Deterministic: True
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+ 2025-11-30 11:20:37 - INFO -
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+ 2025-11-30 11:20:37 - INFO - Device: cuda
107
+ 2025-11-30 11:20:37 - INFO - GPU: NVIDIA GeForce RTX 4090
108
+ 2025-11-30 11:20:37 - INFO - Memory: 25.25 GB
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+ 2025-11-30 11:20:37 - INFO - ================================================================================
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+ 2025-11-30 11:20:37 - INFO - Creating Datasets
111
+ 2025-11-30 11:20:37 - INFO - ================================================================================
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+ 2025-11-30 11:20:38 - INFO -
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+ 2025-11-30 11:20:38 - INFO - Datasets created:
114
+ 2025-11-30 11:20:38 - INFO - Training: 9391 samples, 469 batches
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+ 2025-11-30 11:20:38 - INFO - Validation: 212 samples, 11 batches
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+ 2025-11-30 11:20:38 - INFO -
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+ 2025-11-30 11:20:38 - INFO - ================================================================================
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+ 2025-11-30 11:20:38 - INFO - Creating Trainer
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+ 2025-11-30 11:20:38 - INFO - ================================================================================
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+ 2025-11-30 11:20:38 - INFO - ================================================================================
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+ 2025-11-30 11:20:38 - INFO - Creating Model
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+ 2025-11-30 11:20:38 - INFO - ================================================================================
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+ 2025-11-30 11:20:38 - INFO - Converting model to dtype: torch.bfloat16
127
+ 2025-11-30 11:20:38 - INFO -
128
+ 2025-11-30 11:20:38 - INFO - Model created:
129
+ 2025-11-30 11:20:38 - INFO - Type: ValueCausalLoss
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+ 2025-11-30 11:20:38 - INFO - Base model: GPT2CausalLM
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+ 2025-11-30 11:20:38 - INFO - Total parameters: 849,537
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+ 2025-11-30 11:20:38 - INFO - Dtype: torch.bfloat16
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+ 2025-11-30 11:20:41 - INFO -
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+ 2025-11-30 11:20:41 - INFO - Trainer initialized:
136
+ 2025-11-30 11:20:41 - INFO - Device: cuda
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+ 2025-11-30 11:20:41 - INFO - Checkpoint dir: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints
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+ 2025-11-30 11:20:41 - INFO - Validation samples: 212
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+ 2025-11-30 11:20:41 - INFO -
151
+ 2025-11-30 11:20:41 - INFO - ================================================================================
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+ 2025-11-30 11:20:41 - INFO - Starting Training
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+ 2025-11-30 11:20:41 - INFO - ================================================================================
154
+ 2025-11-30 11:20:41 - INFO -
155
+ 2025-11-30 11:20:41 - INFO - Evaluating initial model (epoch 0)...
156
+ 2025-11-30 11:20:44 - INFO -
157
+ 2025-11-30 11:20:44 - INFO - Initial model metrics:
158
+ 2025-11-30 11:20:44 - INFO - Loss: 5.6165
159
+ 2025-11-30 11:20:44 - INFO - Num_policy_tokens: 7726.2727
160
+ 2025-11-30 11:20:44 - INFO - Num_value_predictions: 19.2727
161
+ 2025-11-30 11:20:44 - INFO - Policy_error: 0.9557
162
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163
+ 2025-11-30 11:20:44 - INFO - Value_loss: 12.8125
164
+ 2025-11-30 11:20:44 - INFO - Value_mae: 3.3111
165
+ 2025-11-30 11:20:44 - INFO - Value_mse: 12.8125
166
+ 2025-11-30 11:20:44 - INFO -
167
+ 2025-11-30 11:29:07 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0000_val_loss_2.6534.chkpt
168
+ 2025-11-30 11:29:10 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0000_val_loss_2.6534.chkpt
169
+ 2025-11-30 11:29:10 - INFO -
170
+ 2025-11-30 11:29:10 - INFO - Epoch 1/50 Summary:
171
+ 2025-11-30 11:29:10 - INFO - Train Loss: 2.9049
172
+ 2025-11-30 11:29:10 - INFO - Train Num_policy_tokens: 7980.4861
173
+ 2025-11-30 11:29:10 - INFO - Train Num_value_predictions: 20.0000
174
+ 2025-11-30 11:29:10 - INFO - Train Policy_error: 0.4426
175
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176
+ 2025-11-30 11:29:10 - INFO - Train Value_loss: 13.2181
177
+ 2025-11-30 11:29:10 - INFO - Train Value_mae: 3.3614
178
+ 2025-11-30 11:29:10 - INFO - Train Value_mse: 13.2181
179
+ 2025-11-30 11:29:10 - INFO - Val Loss: 2.6534
180
+ 2025-11-30 11:29:10 - INFO - Val Num_policy_tokens: 7726.2727
181
+ 2025-11-30 11:29:10 - INFO - Val Num_value_predictions: 19.2727
182
+ 2025-11-30 11:29:10 - INFO - Val Policy_error: 0.3780
183
+ 2025-11-30 11:29:10 - INFO - Val Policy_loss: 1.9105
184
+ 2025-11-30 11:29:10 - INFO - Val Value_loss: 12.3892
185
+ 2025-11-30 11:29:10 - INFO - Val Value_mae: 3.2599
186
+ 2025-11-30 11:29:10 - INFO - Val Value_mse: 12.3892
187
+ 2025-11-30 11:37:33 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
188
+ 2025-11-30 11:37:35 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
189
+ 2025-11-30 11:37:35 - INFO -
190
+ 2025-11-30 11:37:35 - INFO - Epoch 2/50 Summary:
191
+ 2025-11-30 11:37:35 - INFO - Train Loss: 2.9741
192
+ 2025-11-30 11:37:35 - INFO - Train Num_policy_tokens: 7983.1919
193
+ 2025-11-30 11:37:35 - INFO - Train Num_value_predictions: 20.0000
194
+ 2025-11-30 11:37:35 - INFO - Train Policy_error: 0.4636
195
+ 2025-11-30 11:37:35 - INFO - Train Policy_loss: 2.1797
196
+ 2025-11-30 11:37:35 - INFO - Train Value_loss: 13.2403
197
+ 2025-11-30 11:37:35 - INFO - Train Value_mae: 3.3550
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+ 2025-11-30 11:37:35 - INFO - Train Value_mse: 13.2403
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+ 2025-11-30 11:37:35 - INFO - Val Loss: 2.6676
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+ 2025-11-30 11:37:35 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 11:37:35 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 11:37:35 - INFO - Val Policy_error: 0.3802
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+ 2025-11-30 11:37:35 - INFO - Val Policy_loss: 1.9176
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+ 2025-11-30 11:37:35 - INFO - Val Value_loss: 12.4801
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+ 2025-11-30 11:37:35 - INFO - Val Value_mae: 3.2514
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+ 2025-11-30 11:37:35 - INFO - Val Value_mse: 12.4801
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+ 2025-11-30 11:45:59 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0002_val_loss_2.5824.chkpt
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+ 2025-11-30 11:46:01 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0002_val_loss_2.5824.chkpt
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+ 2025-11-30 11:46:01 - INFO -
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+ 2025-11-30 11:46:01 - INFO - Epoch 3/50 Summary:
211
+ 2025-11-30 11:46:01 - INFO - Train Loss: 2.8489
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+ 2025-11-30 11:46:01 - INFO - Train Num_policy_tokens: 7982.3923
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+ 2025-11-30 11:46:01 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 11:46:01 - INFO - Train Policy_error: 0.4270
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+ 2025-11-30 11:46:01 - INFO - Train Policy_loss: 2.0588
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+ 2025-11-30 11:46:01 - INFO - Train Value_loss: 13.1728
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+ 2025-11-30 11:46:01 - INFO - Train Value_mae: 3.3626
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+ 2025-11-30 11:46:01 - INFO - Train Value_mse: 13.1728
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+ 2025-11-30 11:46:01 - INFO - Val Loss: 2.5824
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+ 2025-11-30 11:46:01 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 11:46:01 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 11:46:01 - INFO - Val Policy_error: 0.3641
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+ 2025-11-30 11:46:01 - INFO - Val Policy_loss: 1.8459
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+ 2025-11-30 11:46:01 - INFO - Val Value_loss: 12.2756
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+ 2025-11-30 11:46:01 - INFO - Val Value_mae: 3.2486
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+ 2025-11-30 11:46:01 - INFO - Val Value_mse: 12.2756
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+ 2025-11-30 11:54:25 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0003_val_loss_2.5739.chkpt
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+ 2025-11-30 11:54:27 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0003_val_loss_2.5739.chkpt
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+ 2025-11-30 11:54:27 - INFO -
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+ 2025-11-30 11:54:27 - INFO - Epoch 4/50 Summary:
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+ 2025-11-30 11:54:27 - INFO - Train Loss: 2.7950
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+ 2025-11-30 11:54:27 - INFO - Train Num_policy_tokens: 7978.1791
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+ 2025-11-30 11:54:27 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 11:54:27 - INFO - Train Policy_error: 0.4155
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+ 2025-11-30 11:54:27 - INFO - Train Policy_loss: 2.0074
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+ 2025-11-30 11:54:27 - INFO - Train Value_loss: 13.1257
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+ 2025-11-30 11:54:27 - INFO - Train Value_mae: 3.3550
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+ 2025-11-30 11:54:27 - INFO - Train Value_mse: 13.1257
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+ 2025-11-30 11:54:27 - INFO - Val Loss: 2.5739
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+ 2025-11-30 11:54:27 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 11:54:27 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 11:54:27 - INFO - Val Policy_error: 0.3649
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+ 2025-11-30 11:54:27 - INFO - Val Policy_loss: 1.8416
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+ 2025-11-30 11:54:27 - INFO - Val Value_loss: 12.2273
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+ 2025-11-30 11:54:27 - INFO - Val Value_mae: 3.2386
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+ 2025-11-30 11:54:27 - INFO - Val Value_mse: 12.2273
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+ 2025-11-30 12:02:52 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0004_val_loss_2.5625.chkpt
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+ 2025-11-30 12:02:54 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0004_val_loss_2.5625.chkpt
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+ 2025-11-30 12:02:54 - INFO -
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+ 2025-11-30 12:02:54 - INFO - Epoch 5/50 Summary:
251
+ 2025-11-30 12:02:54 - INFO - Train Loss: 2.7681
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+ 2025-11-30 12:02:54 - INFO - Train Num_policy_tokens: 7979.9936
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+ 2025-11-30 12:02:54 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 12:02:54 - INFO - Train Policy_error: 0.4080
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+ 2025-11-30 12:02:54 - INFO - Train Policy_loss: 1.9831
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+ 2025-11-30 12:02:54 - INFO - Train Value_loss: 13.0856
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+ 2025-11-30 12:02:54 - INFO - Train Value_mae: 3.3533
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+ 2025-11-30 12:02:54 - INFO - Train Value_mse: 13.0856
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+ 2025-11-30 12:02:54 - INFO - Val Loss: 2.5625
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+ 2025-11-30 12:02:54 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 12:02:54 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 12:02:54 - INFO - Val Policy_error: 0.3601
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+ 2025-11-30 12:02:54 - INFO - Val Policy_loss: 1.8324
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+ 2025-11-30 12:02:54 - INFO - Val Value_loss: 12.1733
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+ 2025-11-30 12:02:54 - INFO - Val Value_mae: 3.2372
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+ 2025-11-30 12:02:54 - INFO - Val Value_mse: 12.1733
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+ 2025-11-30 12:11:18 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0005_val_loss_2.5497.chkpt
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+ 2025-11-30 12:11:20 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0005_val_loss_2.5497.chkpt
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+ 2025-11-30 12:11:20 - INFO -
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+ 2025-11-30 12:11:20 - INFO - Epoch 6/50 Summary:
271
+ 2025-11-30 12:11:20 - INFO - Train Loss: 2.7324
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+ 2025-11-30 12:11:20 - INFO - Train Num_policy_tokens: 7980.8657
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+ 2025-11-30 12:11:20 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 12:11:20 - INFO - Train Policy_error: 0.3997
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+ 2025-11-30 12:11:20 - INFO - Train Policy_loss: 1.9482
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+ 2025-11-30 12:11:20 - INFO - Train Value_loss: 13.0761
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+ 2025-11-30 12:11:20 - INFO - Train Value_mae: 3.3525
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+ 2025-11-30 12:11:20 - INFO - Train Value_mse: 13.0761
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+ 2025-11-30 12:11:20 - INFO - Val Loss: 2.5497
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+ 2025-11-30 12:11:20 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 12:11:20 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 12:11:20 - INFO - Val Policy_error: 0.3579
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+ 2025-11-30 12:11:20 - INFO - Val Policy_loss: 1.8125
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+ 2025-11-30 12:11:20 - INFO - Val Value_loss: 12.2557
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+ 2025-11-30 12:11:20 - INFO - Val Value_mae: 3.2401
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+ 2025-11-30 12:11:20 - INFO - Val Value_mse: 12.2557
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+ 2025-11-30 12:19:45 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:19:47 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:19:47 - INFO -
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+ 2025-11-30 12:19:47 - INFO - Epoch 7/50 Summary:
291
+ 2025-11-30 12:19:47 - INFO - Train Loss: 2.7253
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+ 2025-11-30 12:19:47 - INFO - Train Num_policy_tokens: 7983.2687
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+ 2025-11-30 12:19:47 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 12:19:47 - INFO - Train Policy_error: 0.3979
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+ 2025-11-30 12:19:47 - INFO - Train Policy_loss: 1.9405
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+ 2025-11-30 12:19:47 - INFO - Train Value_loss: 13.0842
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+ 2025-11-30 12:19:47 - INFO - Train Value_mae: 3.3532
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+ 2025-11-30 12:19:47 - INFO - Train Value_mse: 13.0842
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+ 2025-11-30 12:19:47 - INFO - Val Loss: 2.5611
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+ 2025-11-30 12:19:47 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 12:19:47 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 12:19:47 - INFO - Val Policy_error: 0.3580
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+ 2025-11-30 12:19:47 - INFO - Val Policy_loss: 1.8232
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+ 2025-11-30 12:19:47 - INFO - Val Value_loss: 12.2699
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+ 2025-11-30 12:19:47 - INFO - Val Value_mae: 3.2344
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+ 2025-11-30 12:19:47 - INFO - Val Value_mse: 12.2699
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+ 2025-11-30 12:28:10 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0007_val_loss_2.5412.chkpt
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+ 2025-11-30 12:28:13 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0007_val_loss_2.5412.chkpt
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+ 2025-11-30 12:28:13 - INFO -
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+ 2025-11-30 12:28:13 - INFO - Epoch 8/50 Summary:
311
+ 2025-11-30 12:28:13 - INFO - Train Loss: 2.7211
312
+ 2025-11-30 12:28:13 - INFO - Train Num_policy_tokens: 7980.1237
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+ 2025-11-30 12:28:13 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 12:28:13 - INFO - Train Policy_error: 0.3965
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+ 2025-11-30 12:28:13 - INFO - Train Policy_loss: 1.9384
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+ 2025-11-30 12:28:13 - INFO - Train Value_loss: 13.0460
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+ 2025-11-30 12:28:13 - INFO - Train Value_mae: 3.3418
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+ 2025-11-30 12:28:13 - INFO - Train Value_mse: 13.0460
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+ 2025-11-30 12:28:13 - INFO - Val Loss: 2.5412
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+ 2025-11-30 12:28:13 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 12:28:13 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 12:28:13 - INFO - Val Policy_error: 0.3543
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+ 2025-11-30 12:28:13 - INFO - Val Policy_loss: 1.8097
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+ 2025-11-30 12:28:13 - INFO - Val Value_loss: 12.1733
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+ 2025-11-30 12:28:13 - INFO - Val Value_mae: 3.2315
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+ 2025-11-30 12:28:13 - INFO - Val Value_mse: 12.1733
327
+ 2025-11-30 12:36:36 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:36:39 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:36:39 - INFO -
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+ 2025-11-30 12:36:39 - INFO - Epoch 9/50 Summary:
331
+ 2025-11-30 12:36:39 - INFO - Train Loss: 2.7132
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+ 2025-11-30 12:36:39 - INFO - Train Num_policy_tokens: 7979.9083
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+ 2025-11-30 12:36:39 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 12:36:39 - INFO - Train Policy_error: 0.3941
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+ 2025-11-30 12:36:39 - INFO - Train Policy_loss: 1.9293
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+ 2025-11-30 12:36:39 - INFO - Train Value_loss: 13.0612
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+ 2025-11-30 12:36:39 - INFO - Train Value_mae: 3.3468
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+ 2025-11-30 12:36:39 - INFO - Train Value_mse: 13.0612
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+ 2025-11-30 12:36:39 - INFO - Val Loss: 2.5412
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+ 2025-11-30 12:36:39 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 12:36:39 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 12:36:39 - INFO - Val Policy_error: 0.3533
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+ 2025-11-30 12:36:39 - INFO - Val Policy_loss: 1.8075
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+ 2025-11-30 12:36:39 - INFO - Val Value_loss: 12.2301
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+ 2025-11-30 12:36:39 - INFO - Val Value_mae: 3.2429
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+ 2025-11-30 12:36:39 - INFO - Val Value_mse: 12.2301
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+ 2025-11-30 12:45:02 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:45:04 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 12:45:04 - INFO -
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+ 2025-11-30 12:45:04 - INFO - Epoch 10/50 Summary:
351
+ 2025-11-30 12:45:04 - INFO - Train Loss: 2.7037
352
+ 2025-11-30 12:45:04 - INFO - Train Num_policy_tokens: 7983.6077
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+ 2025-11-30 12:45:04 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 12:45:04 - INFO - Train Policy_error: 0.3921
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+ 2025-11-30 12:45:04 - INFO - Train Policy_loss: 1.9210
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+ 2025-11-30 12:45:04 - INFO - Train Value_loss: 13.0394
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+ 2025-11-30 12:45:04 - INFO - Train Value_mae: 3.3471
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+ 2025-11-30 12:45:04 - INFO - Train Value_mse: 13.0394
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+ 2025-11-30 12:45:04 - INFO - Val Loss: 2.5412
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+ 2025-11-30 12:45:04 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 12:45:04 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 12:45:04 - INFO - Val Policy_error: 0.3553
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+ 2025-11-30 12:45:04 - INFO - Val Policy_loss: 1.8111
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+ 2025-11-30 12:45:04 - INFO - Val Value_loss: 12.1648
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+ 2025-11-30 12:45:04 - INFO - Val Value_mae: 3.2315
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+ 2025-11-30 12:45:04 - INFO - Val Value_mse: 12.1648
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+ 2025-11-30 12:53:28 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0010_val_loss_2.5256.chkpt
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+ 2025-11-30 12:53:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0010_val_loss_2.5256.chkpt
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+ 2025-11-30 12:53:30 - INFO -
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+ 2025-11-30 12:53:30 - INFO - Epoch 11/50 Summary:
371
+ 2025-11-30 12:53:30 - INFO - Train Loss: 2.6946
372
+ 2025-11-30 12:53:30 - INFO - Train Num_policy_tokens: 7980.7910
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+ 2025-11-30 12:53:30 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 12:53:30 - INFO - Train Policy_error: 0.3896
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+ 2025-11-30 12:53:30 - INFO - Train Policy_loss: 1.9126
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+ 2025-11-30 12:53:30 - INFO - Train Value_loss: 13.0329
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+ 2025-11-30 12:53:30 - INFO - Train Value_mae: 3.3442
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+ 2025-11-30 12:53:30 - INFO - Train Value_mse: 13.0329
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+ 2025-11-30 12:53:30 - INFO - Val Loss: 2.5256
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+ 2025-11-30 12:53:30 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 12:53:30 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 12:53:30 - INFO - Val Policy_error: 0.3524
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+ 2025-11-30 12:53:30 - INFO - Val Policy_loss: 1.7983
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+ 2025-11-30 12:53:30 - INFO - Val Value_loss: 12.1591
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+ 2025-11-30 12:53:30 - INFO - Val Value_mae: 3.2358
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+ 2025-11-30 12:53:30 - INFO - Val Value_mse: 12.1591
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+ 2025-11-30 13:01:54 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:01:56 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:01:56 - INFO -
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+ 2025-11-30 13:01:56 - INFO - Epoch 12/50 Summary:
391
+ 2025-11-30 13:01:56 - INFO - Train Loss: 2.6841
392
+ 2025-11-30 13:01:56 - INFO - Train Num_policy_tokens: 7980.0043
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+ 2025-11-30 13:01:56 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 13:01:56 - INFO - Train Policy_error: 0.3869
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+ 2025-11-30 13:01:56 - INFO - Train Policy_loss: 1.9006
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+ 2025-11-30 13:01:56 - INFO - Train Value_loss: 13.0597
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+ 2025-11-30 13:01:56 - INFO - Train Value_mae: 3.3514
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+ 2025-11-30 13:01:56 - INFO - Train Value_mse: 13.0597
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+ 2025-11-30 13:01:56 - INFO - Val Loss: 2.5412
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+ 2025-11-30 13:01:56 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 13:01:56 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 13:01:56 - INFO - Val Policy_error: 0.3547
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+ 2025-11-30 13:01:56 - INFO - Val Policy_loss: 1.7976
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+ 2025-11-30 13:01:56 - INFO - Val Value_loss: 12.3835
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+ 2025-11-30 13:01:56 - INFO - Val Value_mae: 3.2315
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+ 2025-11-30 13:01:56 - INFO - Val Value_mse: 12.3835
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+ 2025-11-30 13:10:19 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0012_val_loss_2.5213.chkpt
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+ 2025-11-30 13:10:21 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0012_val_loss_2.5213.chkpt
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+ 2025-11-30 13:10:21 - INFO -
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+ 2025-11-30 13:10:21 - INFO - Epoch 13/50 Summary:
411
+ 2025-11-30 13:10:21 - INFO - Train Loss: 2.6778
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+ 2025-11-30 13:10:21 - INFO - Train Num_policy_tokens: 7982.5949
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+ 2025-11-30 13:10:21 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 13:10:21 - INFO - Train Policy_error: 0.3857
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+ 2025-11-30 13:10:21 - INFO - Train Policy_loss: 1.8956
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+ 2025-11-30 13:10:21 - INFO - Train Value_loss: 13.0415
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+ 2025-11-30 13:10:21 - INFO - Train Value_mae: 3.3455
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+ 2025-11-30 13:10:21 - INFO - Train Value_mse: 13.0415
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+ 2025-11-30 13:10:21 - INFO - Val Loss: 2.5213
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+ 2025-11-30 13:10:21 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 13:10:22 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 13:10:22 - INFO - Val Policy_error: 0.3515
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+ 2025-11-30 13:10:22 - INFO - Val Policy_loss: 1.7912
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+ 2025-11-30 13:10:22 - INFO - Val Value_loss: 12.1676
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+ 2025-11-30 13:10:22 - INFO - Val Value_mae: 3.2358
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+ 2025-11-30 13:10:22 - INFO - Val Value_mse: 12.1676
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+ 2025-11-30 13:18:44 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0013_val_loss_2.5142.chkpt
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+ 2025-11-30 13:18:47 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0013_val_loss_2.5142.chkpt
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+ 2025-11-30 13:18:47 - INFO -
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+ 2025-11-30 13:18:47 - INFO - Epoch 14/50 Summary:
431
+ 2025-11-30 13:18:47 - INFO - Train Loss: 2.6727
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+ 2025-11-30 13:18:47 - INFO - Train Num_policy_tokens: 7980.8060
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+ 2025-11-30 13:18:47 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 13:18:47 - INFO - Train Policy_error: 0.3849
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+ 2025-11-30 13:18:47 - INFO - Train Policy_loss: 1.8905
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+ 2025-11-30 13:18:47 - INFO - Train Value_loss: 13.0350
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+ 2025-11-30 13:18:47 - INFO - Train Value_mae: 3.3471
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+ 2025-11-30 13:18:47 - INFO - Train Value_mse: 13.0350
439
+ 2025-11-30 13:18:47 - INFO - Val Loss: 2.5142
440
+ 2025-11-30 13:18:47 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 13:18:47 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 13:18:47 - INFO - Val Policy_error: 0.3510
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+ 2025-11-30 13:18:47 - INFO - Val Policy_loss: 1.7869
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+ 2025-11-30 13:18:47 - INFO - Val Value_loss: 12.1136
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+ 2025-11-30 13:18:47 - INFO - Val Value_mae: 3.2259
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+ 2025-11-30 13:18:47 - INFO - Val Value_mse: 12.1136
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+ 2025-11-30 13:27:09 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0014_val_loss_2.5085.chkpt
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+ 2025-11-30 13:27:12 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0014_val_loss_2.5085.chkpt
449
+ 2025-11-30 13:27:12 - INFO -
450
+ 2025-11-30 13:27:12 - INFO - Epoch 15/50 Summary:
451
+ 2025-11-30 13:27:12 - INFO - Train Loss: 2.6665
452
+ 2025-11-30 13:27:12 - INFO - Train Num_policy_tokens: 7981.0810
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+ 2025-11-30 13:27:12 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 13:27:12 - INFO - Train Policy_error: 0.3841
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+ 2025-11-30 13:27:12 - INFO - Train Policy_loss: 1.8851
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+ 2025-11-30 13:27:12 - INFO - Train Value_loss: 13.0235
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+ 2025-11-30 13:27:12 - INFO - Train Value_mae: 3.3444
458
+ 2025-11-30 13:27:12 - INFO - Train Value_mse: 13.0235
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+ 2025-11-30 13:27:12 - INFO - Val Loss: 2.5085
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+ 2025-11-30 13:27:12 - INFO - Val Num_policy_tokens: 7726.2727
461
+ 2025-11-30 13:27:12 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 13:27:12 - INFO - Val Policy_error: 0.3521
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+ 2025-11-30 13:27:12 - INFO - Val Policy_loss: 1.7834
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+ 2025-11-30 13:27:12 - INFO - Val Value_loss: 12.0938
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+ 2025-11-30 13:27:12 - INFO - Val Value_mae: 3.2188
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+ 2025-11-30 13:27:12 - INFO - Val Value_mse: 12.0938
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+ 2025-11-30 13:35:34 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:35:37 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:35:37 - INFO -
470
+ 2025-11-30 13:35:37 - INFO - Epoch 16/50 Summary:
471
+ 2025-11-30 13:35:37 - INFO - Train Loss: 2.6668
472
+ 2025-11-30 13:35:37 - INFO - Train Num_policy_tokens: 7983.8166
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+ 2025-11-30 13:35:37 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 13:35:37 - INFO - Train Policy_error: 0.3841
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+ 2025-11-30 13:35:37 - INFO - Train Policy_loss: 1.8861
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+ 2025-11-30 13:35:37 - INFO - Train Value_loss: 13.0123
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+ 2025-11-30 13:35:37 - INFO - Train Value_mae: 3.3419
478
+ 2025-11-30 13:35:37 - INFO - Train Value_mse: 13.0123
479
+ 2025-11-30 13:35:37 - INFO - Val Loss: 2.5156
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+ 2025-11-30 13:35:37 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 13:35:37 - INFO - Val Num_value_predictions: 19.2727
482
+ 2025-11-30 13:35:37 - INFO - Val Policy_error: 0.3510
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+ 2025-11-30 13:35:37 - INFO - Val Policy_loss: 1.7884
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+ 2025-11-30 13:35:37 - INFO - Val Value_loss: 12.1449
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+ 2025-11-30 13:35:37 - INFO - Val Value_mae: 3.2301
486
+ 2025-11-30 13:35:37 - INFO - Val Value_mse: 12.1449
487
+ 2025-11-30 13:44:01 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:44:03 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:44:03 - INFO -
490
+ 2025-11-30 13:44:03 - INFO - Epoch 17/50 Summary:
491
+ 2025-11-30 13:44:03 - INFO - Train Loss: 2.6673
492
+ 2025-11-30 13:44:03 - INFO - Train Num_policy_tokens: 7979.8785
493
+ 2025-11-30 13:44:03 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 13:44:03 - INFO - Train Policy_error: 0.3845
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+ 2025-11-30 13:44:03 - INFO - Train Policy_loss: 1.8867
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+ 2025-11-30 13:44:03 - INFO - Train Value_loss: 13.0111
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+ 2025-11-30 13:44:03 - INFO - Train Value_mae: 3.3455
498
+ 2025-11-30 13:44:03 - INFO - Train Value_mse: 13.0111
499
+ 2025-11-30 13:44:03 - INFO - Val Loss: 2.5142
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+ 2025-11-30 13:44:03 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 13:44:03 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 13:44:03 - INFO - Val Policy_error: 0.3513
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+ 2025-11-30 13:44:03 - INFO - Val Policy_loss: 1.7848
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+ 2025-11-30 13:44:03 - INFO - Val Value_loss: 12.1335
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+ 2025-11-30 13:44:03 - INFO - Val Value_mae: 3.2273
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+ 2025-11-30 13:44:03 - INFO - Val Value_mse: 12.1335
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+ 2025-11-30 13:52:27 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:52:29 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 13:52:29 - INFO -
510
+ 2025-11-30 13:52:29 - INFO - Epoch 18/50 Summary:
511
+ 2025-11-30 13:52:29 - INFO - Train Loss: 2.6695
512
+ 2025-11-30 13:52:29 - INFO - Train Num_policy_tokens: 7981.8891
513
+ 2025-11-30 13:52:29 - INFO - Train Num_value_predictions: 20.0000
514
+ 2025-11-30 13:52:29 - INFO - Train Policy_error: 0.3850
515
+ 2025-11-30 13:52:29 - INFO - Train Policy_loss: 1.8890
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+ 2025-11-30 13:52:29 - INFO - Train Value_loss: 13.0101
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+ 2025-11-30 13:52:29 - INFO - Train Value_mae: 3.3438
518
+ 2025-11-30 13:52:29 - INFO - Train Value_mse: 13.0101
519
+ 2025-11-30 13:52:29 - INFO - Val Loss: 2.5114
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+ 2025-11-30 13:52:29 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 13:52:29 - INFO - Val Num_value_predictions: 19.2727
522
+ 2025-11-30 13:52:29 - INFO - Val Policy_error: 0.3515
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+ 2025-11-30 13:52:29 - INFO - Val Policy_loss: 1.7827
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+ 2025-11-30 13:52:29 - INFO - Val Value_loss: 12.1080
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+ 2025-11-30 13:52:29 - INFO - Val Value_mae: 3.2230
526
+ 2025-11-30 13:52:29 - INFO - Val Value_mse: 12.1080
527
+ 2025-11-30 14:00:54 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
528
+ 2025-11-30 14:00:56 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
529
+ 2025-11-30 14:00:56 - INFO -
530
+ 2025-11-30 14:00:56 - INFO - Epoch 19/50 Summary:
531
+ 2025-11-30 14:00:56 - INFO - Train Loss: 2.6661
532
+ 2025-11-30 14:00:56 - INFO - Train Num_policy_tokens: 7980.6908
533
+ 2025-11-30 14:00:56 - INFO - Train Num_value_predictions: 20.0000
534
+ 2025-11-30 14:00:56 - INFO - Train Policy_error: 0.3843
535
+ 2025-11-30 14:00:56 - INFO - Train Policy_loss: 1.8859
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+ 2025-11-30 14:00:56 - INFO - Train Value_loss: 13.0045
537
+ 2025-11-30 14:00:56 - INFO - Train Value_mae: 3.3441
538
+ 2025-11-30 14:00:56 - INFO - Train Value_mse: 13.0045
539
+ 2025-11-30 14:00:56 - INFO - Val Loss: 2.5114
540
+ 2025-11-30 14:00:56 - INFO - Val Num_policy_tokens: 7726.2727
541
+ 2025-11-30 14:00:56 - INFO - Val Num_value_predictions: 19.2727
542
+ 2025-11-30 14:00:56 - INFO - Val Policy_error: 0.3523
543
+ 2025-11-30 14:00:56 - INFO - Val Policy_loss: 1.7848
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+ 2025-11-30 14:00:56 - INFO - Val Value_loss: 12.1165
545
+ 2025-11-30 14:00:56 - INFO - Val Value_mae: 3.2259
546
+ 2025-11-30 14:00:56 - INFO - Val Value_mse: 12.1165
547
+ 2025-11-30 14:09:19 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
548
+ 2025-11-30 14:09:22 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
549
+ 2025-11-30 14:09:22 - INFO -
550
+ 2025-11-30 14:09:22 - INFO - Epoch 20/50 Summary:
551
+ 2025-11-30 14:09:22 - INFO - Train Loss: 2.6634
552
+ 2025-11-30 14:09:22 - INFO - Train Num_policy_tokens: 7981.9339
553
+ 2025-11-30 14:09:22 - INFO - Train Num_value_predictions: 20.0000
554
+ 2025-11-30 14:09:22 - INFO - Train Policy_error: 0.3836
555
+ 2025-11-30 14:09:22 - INFO - Train Policy_loss: 1.8831
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+ 2025-11-30 14:09:22 - INFO - Train Value_loss: 13.0045
557
+ 2025-11-30 14:09:22 - INFO - Train Value_mae: 3.3426
558
+ 2025-11-30 14:09:22 - INFO - Train Value_mse: 13.0045
559
+ 2025-11-30 14:09:22 - INFO - Val Loss: 2.5114
560
+ 2025-11-30 14:09:22 - INFO - Val Num_policy_tokens: 7726.2727
561
+ 2025-11-30 14:09:22 - INFO - Val Num_value_predictions: 19.2727
562
+ 2025-11-30 14:09:22 - INFO - Val Policy_error: 0.3519
563
+ 2025-11-30 14:09:22 - INFO - Val Policy_loss: 1.7848
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+ 2025-11-30 14:09:22 - INFO - Val Value_loss: 12.0824
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+ 2025-11-30 14:09:22 - INFO - Val Value_mae: 3.2202
566
+ 2025-11-30 14:09:22 - INFO - Val Value_mse: 12.0824
567
+ 2025-11-30 14:17:44 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0020_val_loss_2.5014.chkpt
568
+ 2025-11-30 14:17:46 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0020_val_loss_2.5014.chkpt
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+ 2025-11-30 14:17:46 - INFO -
570
+ 2025-11-30 14:17:46 - INFO - Epoch 21/50 Summary:
571
+ 2025-11-30 14:17:46 - INFO - Train Loss: 2.6593
572
+ 2025-11-30 14:17:46 - INFO - Train Num_policy_tokens: 7980.3923
573
+ 2025-11-30 14:17:46 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 14:17:46 - INFO - Train Policy_error: 0.3832
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+ 2025-11-30 14:17:46 - INFO - Train Policy_loss: 1.8809
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+ 2025-11-30 14:17:46 - INFO - Train Value_loss: 12.9741
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+ 2025-11-30 14:17:46 - INFO - Train Value_mae: 3.3358
578
+ 2025-11-30 14:17:46 - INFO - Train Value_mse: 12.9741
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+ 2025-11-30 14:17:46 - INFO - Val Loss: 2.5014
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+ 2025-11-30 14:17:46 - INFO - Val Num_policy_tokens: 7726.2727
581
+ 2025-11-30 14:17:46 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 14:17:46 - INFO - Val Policy_error: 0.3523
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+ 2025-11-30 14:17:46 - INFO - Val Policy_loss: 1.7855
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+ 2025-11-30 14:17:46 - INFO - Val Value_loss: 11.9432
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+ 2025-11-30 14:17:46 - INFO - Val Value_mae: 3.1676
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+ 2025-11-30 14:17:46 - INFO - Val Value_mse: 11.9432
587
+ 2025-11-30 14:26:08 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0021_val_loss_2.4972.chkpt
588
+ 2025-11-30 14:26:11 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0021_val_loss_2.4972.chkpt
589
+ 2025-11-30 14:26:11 - INFO -
590
+ 2025-11-30 14:26:11 - INFO - Epoch 22/50 Summary:
591
+ 2025-11-30 14:26:11 - INFO - Train Loss: 2.6608
592
+ 2025-11-30 14:26:11 - INFO - Train Num_policy_tokens: 7982.9296
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+ 2025-11-30 14:26:11 - INFO - Train Num_value_predictions: 20.0000
594
+ 2025-11-30 14:26:11 - INFO - Train Policy_error: 0.3842
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+ 2025-11-30 14:26:11 - INFO - Train Policy_loss: 1.8861
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+ 2025-11-30 14:26:11 - INFO - Train Value_loss: 12.9042
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+ 2025-11-30 14:26:11 - INFO - Train Value_mae: 3.3233
598
+ 2025-11-30 14:26:11 - INFO - Train Value_mse: 12.9042
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+ 2025-11-30 14:26:11 - INFO - Val Loss: 2.4972
600
+ 2025-11-30 14:26:11 - INFO - Val Num_policy_tokens: 7726.2727
601
+ 2025-11-30 14:26:11 - INFO - Val Num_value_predictions: 19.2727
602
+ 2025-11-30 14:26:11 - INFO - Val Policy_error: 0.3523
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+ 2025-11-30 14:26:11 - INFO - Val Policy_loss: 1.7862
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+ 2025-11-30 14:26:11 - INFO - Val Value_loss: 11.8352
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+ 2025-11-30 14:26:11 - INFO - Val Value_mae: 3.1676
606
+ 2025-11-30 14:26:11 - INFO - Val Value_mse: 11.8352
607
+ 2025-11-30 14:34:33 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:34:35 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
609
+ 2025-11-30 14:34:35 - INFO -
610
+ 2025-11-30 14:34:35 - INFO - Epoch 23/50 Summary:
611
+ 2025-11-30 14:34:35 - INFO - Train Loss: 2.6629
612
+ 2025-11-30 14:34:35 - INFO - Train Num_policy_tokens: 7979.0512
613
+ 2025-11-30 14:34:35 - INFO - Train Num_value_predictions: 20.0000
614
+ 2025-11-30 14:34:35 - INFO - Train Policy_error: 0.3852
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+ 2025-11-30 14:34:35 - INFO - Train Policy_loss: 1.8886
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+ 2025-11-30 14:34:35 - INFO - Train Value_loss: 12.9085
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+ 2025-11-30 14:34:35 - INFO - Train Value_mae: 3.3230
618
+ 2025-11-30 14:34:35 - INFO - Train Value_mse: 12.9085
619
+ 2025-11-30 14:34:35 - INFO - Val Loss: 2.5000
620
+ 2025-11-30 14:34:35 - INFO - Val Num_policy_tokens: 7726.2727
621
+ 2025-11-30 14:34:35 - INFO - Val Num_value_predictions: 19.2727
622
+ 2025-11-30 14:34:35 - INFO - Val Policy_error: 0.3521
623
+ 2025-11-30 14:34:35 - INFO - Val Policy_loss: 1.7841
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+ 2025-11-30 14:34:35 - INFO - Val Value_loss: 11.9631
625
+ 2025-11-30 14:34:35 - INFO - Val Value_mae: 3.1690
626
+ 2025-11-30 14:34:35 - INFO - Val Value_mse: 11.9631
627
+ 2025-11-30 14:42:57 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 14:42:59 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
629
+ 2025-11-30 14:42:59 - INFO -
630
+ 2025-11-30 14:42:59 - INFO - Epoch 24/50 Summary:
631
+ 2025-11-30 14:42:59 - INFO - Train Loss: 2.6625
632
+ 2025-11-30 14:42:59 - INFO - Train Num_policy_tokens: 7982.0661
633
+ 2025-11-30 14:42:59 - INFO - Train Num_value_predictions: 20.0000
634
+ 2025-11-30 14:42:59 - INFO - Train Policy_error: 0.3860
635
+ 2025-11-30 14:42:59 - INFO - Train Policy_loss: 1.8923
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+ 2025-11-30 14:42:59 - INFO - Train Value_loss: 12.8361
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+ 2025-11-30 14:42:59 - INFO - Train Value_mae: 3.3112
638
+ 2025-11-30 14:42:59 - INFO - Train Value_mse: 12.8361
639
+ 2025-11-30 14:42:59 - INFO - Val Loss: 2.5043
640
+ 2025-11-30 14:42:59 - INFO - Val Num_policy_tokens: 7726.2727
641
+ 2025-11-30 14:42:59 - INFO - Val Num_value_predictions: 19.2727
642
+ 2025-11-30 14:42:59 - INFO - Val Policy_error: 0.3535
643
+ 2025-11-30 14:42:59 - INFO - Val Policy_loss: 1.7884
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+ 2025-11-30 14:42:59 - INFO - Val Value_loss: 11.9119
645
+ 2025-11-30 14:42:59 - INFO - Val Value_mae: 3.1364
646
+ 2025-11-30 14:42:59 - INFO - Val Value_mse: 11.9119
647
+ 2025-11-30 14:51:22 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
648
+ 2025-11-30 14:51:24 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
649
+ 2025-11-30 14:51:24 - INFO -
650
+ 2025-11-30 14:51:24 - INFO - Epoch 25/50 Summary:
651
+ 2025-11-30 14:51:24 - INFO - Train Loss: 2.6713
652
+ 2025-11-30 14:51:24 - INFO - Train Num_policy_tokens: 7981.1834
653
+ 2025-11-30 14:51:24 - INFO - Train Num_value_predictions: 20.0000
654
+ 2025-11-30 14:51:24 - INFO - Train Policy_error: 0.3884
655
+ 2025-11-30 14:51:24 - INFO - Train Policy_loss: 1.8999
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+ 2025-11-30 14:51:24 - INFO - Train Value_loss: 12.8602
657
+ 2025-11-30 14:51:24 - INFO - Train Value_mae: 3.3088
658
+ 2025-11-30 14:51:24 - INFO - Train Value_mse: 12.8602
659
+ 2025-11-30 14:51:24 - INFO - Val Loss: 2.5028
660
+ 2025-11-30 14:51:24 - INFO - Val Num_policy_tokens: 7726.2727
661
+ 2025-11-30 14:51:24 - INFO - Val Num_value_predictions: 19.2727
662
+ 2025-11-30 14:51:24 - INFO - Val Policy_error: 0.3557
663
+ 2025-11-30 14:51:24 - INFO - Val Policy_loss: 1.7940
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+ 2025-11-30 14:51:24 - INFO - Val Value_loss: 11.7898
665
+ 2025-11-30 14:51:24 - INFO - Val Value_mae: 3.1321
666
+ 2025-11-30 14:51:24 - INFO - Val Value_mse: 11.7898
667
+ 2025-11-30 14:59:48 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0025_val_loss_2.4844.chkpt
668
+ 2025-11-30 14:59:51 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0025_val_loss_2.4844.chkpt
669
+ 2025-11-30 14:59:51 - INFO -
670
+ 2025-11-30 14:59:51 - INFO - Epoch 26/50 Summary:
671
+ 2025-11-30 14:59:51 - INFO - Train Loss: 2.6675
672
+ 2025-11-30 14:59:51 - INFO - Train Num_policy_tokens: 7979.2964
673
+ 2025-11-30 14:59:51 - INFO - Train Num_value_predictions: 20.0000
674
+ 2025-11-30 14:59:51 - INFO - Train Policy_error: 0.3874
675
+ 2025-11-30 14:59:51 - INFO - Train Policy_loss: 1.8968
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+ 2025-11-30 14:59:51 - INFO - Train Value_loss: 12.8481
677
+ 2025-11-30 14:59:51 - INFO - Train Value_mae: 3.3114
678
+ 2025-11-30 14:59:51 - INFO - Train Value_mse: 12.8481
679
+ 2025-11-30 14:59:51 - INFO - Val Loss: 2.4844
680
+ 2025-11-30 14:59:51 - INFO - Val Num_policy_tokens: 7726.2727
681
+ 2025-11-30 14:59:51 - INFO - Val Num_value_predictions: 19.2727
682
+ 2025-11-30 14:59:51 - INFO - Val Policy_error: 0.3507
683
+ 2025-11-30 14:59:51 - INFO - Val Policy_loss: 1.7876
684
+ 2025-11-30 14:59:51 - INFO - Val Value_loss: 11.6364
685
+ 2025-11-30 14:59:51 - INFO - Val Value_mae: 3.1165
686
+ 2025-11-30 14:59:51 - INFO - Val Value_mse: 11.6364
687
+ 2025-11-30 15:08:14 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:08:16 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
689
+ 2025-11-30 15:08:16 - INFO -
690
+ 2025-11-30 15:08:16 - INFO - Epoch 27/50 Summary:
691
+ 2025-11-30 15:08:16 - INFO - Train Loss: 2.6623
692
+ 2025-11-30 15:08:16 - INFO - Train Num_policy_tokens: 7982.9296
693
+ 2025-11-30 15:08:16 - INFO - Train Num_value_predictions: 20.0000
694
+ 2025-11-30 15:08:16 - INFO - Train Policy_error: 0.3866
695
+ 2025-11-30 15:08:16 - INFO - Train Policy_loss: 1.8954
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+ 2025-11-30 15:08:16 - INFO - Train Value_loss: 12.7838
697
+ 2025-11-30 15:08:16 - INFO - Train Value_mae: 3.3029
698
+ 2025-11-30 15:08:16 - INFO - Train Value_mse: 12.7838
699
+ 2025-11-30 15:08:16 - INFO - Val Loss: 2.4943
700
+ 2025-11-30 15:08:16 - INFO - Val Num_policy_tokens: 7726.2727
701
+ 2025-11-30 15:08:16 - INFO - Val Num_value_predictions: 19.2727
702
+ 2025-11-30 15:08:16 - INFO - Val Policy_error: 0.3517
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+ 2025-11-30 15:08:16 - INFO - Val Policy_loss: 1.7884
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+ 2025-11-30 15:08:16 - INFO - Val Value_loss: 11.7841
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+ 2025-11-30 15:08:16 - INFO - Val Value_mae: 3.1293
706
+ 2025-11-30 15:08:16 - INFO - Val Value_mse: 11.7841
707
+ 2025-11-30 15:16:40 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:16:42 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
709
+ 2025-11-30 15:16:42 - INFO -
710
+ 2025-11-30 15:16:42 - INFO - Epoch 28/50 Summary:
711
+ 2025-11-30 15:16:42 - INFO - Train Loss: 2.6672
712
+ 2025-11-30 15:16:42 - INFO - Train Num_policy_tokens: 7984.4840
713
+ 2025-11-30 15:16:42 - INFO - Train Num_value_predictions: 20.0000
714
+ 2025-11-30 15:16:42 - INFO - Train Policy_error: 0.3886
715
+ 2025-11-30 15:16:42 - INFO - Train Policy_loss: 1.9011
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+ 2025-11-30 15:16:42 - INFO - Train Value_loss: 12.7723
717
+ 2025-11-30 15:16:42 - INFO - Train Value_mae: 3.2963
718
+ 2025-11-30 15:16:42 - INFO - Train Value_mse: 12.7723
719
+ 2025-11-30 15:16:42 - INFO - Val Loss: 2.4929
720
+ 2025-11-30 15:16:42 - INFO - Val Num_policy_tokens: 7726.2727
721
+ 2025-11-30 15:16:42 - INFO - Val Num_value_predictions: 19.2727
722
+ 2025-11-30 15:16:42 - INFO - Val Policy_error: 0.3513
723
+ 2025-11-30 15:16:42 - INFO - Val Policy_loss: 1.7884
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+ 2025-11-30 15:16:42 - INFO - Val Value_loss: 11.7045
725
+ 2025-11-30 15:16:42 - INFO - Val Value_mae: 3.1321
726
+ 2025-11-30 15:16:42 - INFO - Val Value_mse: 11.7045
727
+ 2025-11-30 15:25:05 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:25:08 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
729
+ 2025-11-30 15:25:08 - INFO -
730
+ 2025-11-30 15:25:08 - INFO - Epoch 29/50 Summary:
731
+ 2025-11-30 15:25:08 - INFO - Train Loss: 2.6612
732
+ 2025-11-30 15:25:08 - INFO - Train Num_policy_tokens: 7981.8166
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+ 2025-11-30 15:25:08 - INFO - Train Num_value_predictions: 20.0000
734
+ 2025-11-30 15:25:08 - INFO - Train Policy_error: 0.3863
735
+ 2025-11-30 15:25:08 - INFO - Train Policy_loss: 1.8950
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+ 2025-11-30 15:25:08 - INFO - Train Value_loss: 12.7689
737
+ 2025-11-30 15:25:08 - INFO - Train Value_mae: 3.3028
738
+ 2025-11-30 15:25:08 - INFO - Train Value_mse: 12.7689
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+ 2025-11-30 15:25:08 - INFO - Val Loss: 2.4929
740
+ 2025-11-30 15:25:08 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 15:25:08 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 15:25:08 - INFO - Val Policy_error: 0.3517
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+ 2025-11-30 15:25:08 - INFO - Val Policy_loss: 1.7884
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+ 2025-11-30 15:25:08 - INFO - Val Value_loss: 11.7557
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+ 2025-11-30 15:25:08 - INFO - Val Value_mae: 3.1534
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+ 2025-11-30 15:25:08 - INFO - Val Value_mse: 11.7557
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+ 2025-11-30 15:33:31 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:33:33 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:33:33 - INFO -
750
+ 2025-11-30 15:33:33 - INFO - Epoch 30/50 Summary:
751
+ 2025-11-30 15:33:33 - INFO - Train Loss: 2.6562
752
+ 2025-11-30 15:33:33 - INFO - Train Num_policy_tokens: 7977.4925
753
+ 2025-11-30 15:33:33 - INFO - Train Num_value_predictions: 20.0000
754
+ 2025-11-30 15:33:33 - INFO - Train Policy_error: 0.3863
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+ 2025-11-30 15:33:33 - INFO - Train Policy_loss: 1.8940
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+ 2025-11-30 15:33:33 - INFO - Train Value_loss: 12.7066
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+ 2025-11-30 15:33:33 - INFO - Train Value_mae: 3.2898
758
+ 2025-11-30 15:33:33 - INFO - Train Value_mse: 12.7066
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+ 2025-11-30 15:33:33 - INFO - Val Loss: 2.4858
760
+ 2025-11-30 15:33:33 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-11-30 15:33:33 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 15:33:33 - INFO - Val Policy_error: 0.3522
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+ 2025-11-30 15:33:33 - INFO - Val Policy_loss: 1.7876
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+ 2025-11-30 15:33:33 - INFO - Val Value_loss: 11.6222
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+ 2025-11-30 15:33:33 - INFO - Val Value_mae: 3.1037
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+ 2025-11-30 15:33:33 - INFO - Val Value_mse: 11.6222
767
+ 2025-11-30 15:41:56 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:41:59 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:41:59 - INFO -
770
+ 2025-11-30 15:41:59 - INFO - Epoch 31/50 Summary:
771
+ 2025-11-30 15:41:59 - INFO - Train Loss: 2.6526
772
+ 2025-11-30 15:41:59 - INFO - Train Num_policy_tokens: 7982.1578
773
+ 2025-11-30 15:41:59 - INFO - Train Num_value_predictions: 20.0000
774
+ 2025-11-30 15:41:59 - INFO - Train Policy_error: 0.3856
775
+ 2025-11-30 15:41:59 - INFO - Train Policy_loss: 1.8909
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+ 2025-11-30 15:41:59 - INFO - Train Value_loss: 12.6918
777
+ 2025-11-30 15:41:59 - INFO - Train Value_mae: 3.2873
778
+ 2025-11-30 15:41:59 - INFO - Train Value_mse: 12.6918
779
+ 2025-11-30 15:41:59 - INFO - Val Loss: 2.4929
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+ 2025-11-30 15:41:59 - INFO - Val Num_policy_tokens: 7726.2727
781
+ 2025-11-30 15:41:59 - INFO - Val Num_value_predictions: 19.2727
782
+ 2025-11-30 15:41:59 - INFO - Val Policy_error: 0.3525
783
+ 2025-11-30 15:41:59 - INFO - Val Policy_loss: 1.7891
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+ 2025-11-30 15:41:59 - INFO - Val Value_loss: 11.7017
785
+ 2025-11-30 15:41:59 - INFO - Val Value_mae: 3.1065
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+ 2025-11-30 15:41:59 - INFO - Val Value_mse: 11.7017
787
+ 2025-11-30 15:50:21 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 15:50:24 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
789
+ 2025-11-30 15:50:24 - INFO -
790
+ 2025-11-30 15:50:24 - INFO - Epoch 32/50 Summary:
791
+ 2025-11-30 15:50:24 - INFO - Train Loss: 2.6548
792
+ 2025-11-30 15:50:24 - INFO - Train Num_policy_tokens: 7983.9829
793
+ 2025-11-30 15:50:24 - INFO - Train Num_value_predictions: 20.0000
794
+ 2025-11-30 15:50:24 - INFO - Train Policy_error: 0.3863
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+ 2025-11-30 15:50:24 - INFO - Train Policy_loss: 1.8935
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+ 2025-11-30 15:50:24 - INFO - Train Value_loss: 12.6860
797
+ 2025-11-30 15:50:24 - INFO - Train Value_mae: 3.2831
798
+ 2025-11-30 15:50:24 - INFO - Train Value_mse: 12.6860
799
+ 2025-11-30 15:50:24 - INFO - Val Loss: 2.5000
800
+ 2025-11-30 15:50:24 - INFO - Val Num_policy_tokens: 7726.2727
801
+ 2025-11-30 15:50:24 - INFO - Val Num_value_predictions: 19.2727
802
+ 2025-11-30 15:50:24 - INFO - Val Policy_error: 0.3533
803
+ 2025-11-30 15:50:24 - INFO - Val Policy_loss: 1.7905
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+ 2025-11-30 15:50:24 - INFO - Val Value_loss: 11.8636
805
+ 2025-11-30 15:50:24 - INFO - Val Value_mae: 3.1264
806
+ 2025-11-30 15:50:24 - INFO - Val Value_mse: 11.8636
807
+ 2025-11-30 15:58:48 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
808
+ 2025-11-30 15:58:50 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
809
+ 2025-11-30 15:58:50 - INFO -
810
+ 2025-11-30 15:58:50 - INFO - Epoch 33/50 Summary:
811
+ 2025-11-30 15:58:50 - INFO - Train Loss: 2.6539
812
+ 2025-11-30 15:58:50 - INFO - Train Num_policy_tokens: 7985.1471
813
+ 2025-11-30 15:58:50 - INFO - Train Num_value_predictions: 20.0000
814
+ 2025-11-30 15:58:50 - INFO - Train Policy_error: 0.3861
815
+ 2025-11-30 15:58:50 - INFO - Train Policy_loss: 1.8930
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+ 2025-11-30 15:58:50 - INFO - Train Value_loss: 12.6823
817
+ 2025-11-30 15:58:50 - INFO - Train Value_mae: 3.2881
818
+ 2025-11-30 15:58:50 - INFO - Train Value_mse: 12.6823
819
+ 2025-11-30 15:58:50 - INFO - Val Loss: 2.5000
820
+ 2025-11-30 15:58:50 - INFO - Val Num_policy_tokens: 7726.2727
821
+ 2025-11-30 15:58:50 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 15:58:50 - INFO - Val Policy_error: 0.3524
823
+ 2025-11-30 15:58:50 - INFO - Val Policy_loss: 1.7884
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+ 2025-11-30 15:58:50 - INFO - Val Value_loss: 11.8949
825
+ 2025-11-30 15:58:50 - INFO - Val Value_mae: 3.1335
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+ 2025-11-30 15:58:50 - INFO - Val Value_mse: 11.8949
827
+ 2025-11-30 16:07:13 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 16:07:16 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 16:07:16 - INFO -
830
+ 2025-11-30 16:07:16 - INFO - Epoch 34/50 Summary:
831
+ 2025-11-30 16:07:16 - INFO - Train Loss: 2.6544
832
+ 2025-11-30 16:07:16 - INFO - Train Num_policy_tokens: 7983.5288
833
+ 2025-11-30 16:07:16 - INFO - Train Num_value_predictions: 20.0000
834
+ 2025-11-30 16:07:16 - INFO - Train Policy_error: 0.3856
835
+ 2025-11-30 16:07:16 - INFO - Train Policy_loss: 1.8933
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+ 2025-11-30 16:07:16 - INFO - Train Value_loss: 12.6790
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+ 2025-11-30 16:07:16 - INFO - Train Value_mae: 3.2869
838
+ 2025-11-30 16:07:16 - INFO - Train Value_mse: 12.6790
839
+ 2025-11-30 16:07:16 - INFO - Val Loss: 2.4915
840
+ 2025-11-30 16:07:16 - INFO - Val Num_policy_tokens: 7726.2727
841
+ 2025-11-30 16:07:16 - INFO - Val Num_value_predictions: 19.2727
842
+ 2025-11-30 16:07:16 - INFO - Val Policy_error: 0.3523
843
+ 2025-11-30 16:07:16 - INFO - Val Policy_loss: 1.7919
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+ 2025-11-30 16:07:16 - INFO - Val Value_loss: 11.6875
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+ 2025-11-30 16:07:16 - INFO - Val Value_mae: 3.1080
846
+ 2025-11-30 16:07:16 - INFO - Val Value_mse: 11.6875
847
+ 2025-11-30 16:15:40 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0034_val_loss_2.4830.chkpt
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+ 2025-11-30 16:15:42 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0034_val_loss_2.4830.chkpt
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+ 2025-11-30 16:15:42 - INFO -
850
+ 2025-11-30 16:15:42 - INFO - Epoch 35/50 Summary:
851
+ 2025-11-30 16:15:42 - INFO - Train Loss: 2.6559
852
+ 2025-11-30 16:15:42 - INFO - Train Num_policy_tokens: 7981.2900
853
+ 2025-11-30 16:15:42 - INFO - Train Num_value_predictions: 20.0000
854
+ 2025-11-30 16:15:42 - INFO - Train Policy_error: 0.3864
855
+ 2025-11-30 16:15:42 - INFO - Train Policy_loss: 1.8956
856
+ 2025-11-30 16:15:42 - INFO - Train Value_loss: 12.6744
857
+ 2025-11-30 16:15:42 - INFO - Train Value_mae: 3.2880
858
+ 2025-11-30 16:15:42 - INFO - Train Value_mse: 12.6744
859
+ 2025-11-30 16:15:42 - INFO - Val Loss: 2.4830
860
+ 2025-11-30 16:15:42 - INFO - Val Num_policy_tokens: 7726.2727
861
+ 2025-11-30 16:15:42 - INFO - Val Num_value_predictions: 19.2727
862
+ 2025-11-30 16:15:42 - INFO - Val Policy_error: 0.3519
863
+ 2025-11-30 16:15:42 - INFO - Val Policy_loss: 1.7884
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+ 2025-11-30 16:15:42 - INFO - Val Value_loss: 11.5625
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+ 2025-11-30 16:15:42 - INFO - Val Value_mae: 3.1179
866
+ 2025-11-30 16:15:42 - INFO - Val Value_mse: 11.5625
867
+ 2025-11-30 16:24:06 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 16:24:08 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
869
+ 2025-11-30 16:24:08 - INFO -
870
+ 2025-11-30 16:24:08 - INFO - Epoch 36/50 Summary:
871
+ 2025-11-30 16:24:08 - INFO - Train Loss: 2.6488
872
+ 2025-11-30 16:24:08 - INFO - Train Num_policy_tokens: 7980.9808
873
+ 2025-11-30 16:24:08 - INFO - Train Num_value_predictions: 20.0000
874
+ 2025-11-30 16:24:08 - INFO - Train Policy_error: 0.3858
875
+ 2025-11-30 16:24:08 - INFO - Train Policy_loss: 1.8916
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+ 2025-11-30 16:24:08 - INFO - Train Value_loss: 12.6213
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+ 2025-11-30 16:24:08 - INFO - Train Value_mae: 3.2809
878
+ 2025-11-30 16:24:08 - INFO - Train Value_mse: 12.6213
879
+ 2025-11-30 16:24:08 - INFO - Val Loss: 2.5028
880
+ 2025-11-30 16:24:08 - INFO - Val Num_policy_tokens: 7726.2727
881
+ 2025-11-30 16:24:08 - INFO - Val Num_value_predictions: 19.2727
882
+ 2025-11-30 16:24:08 - INFO - Val Policy_error: 0.3526
883
+ 2025-11-30 16:24:08 - INFO - Val Policy_loss: 1.7905
884
+ 2025-11-30 16:24:08 - INFO - Val Value_loss: 11.8807
885
+ 2025-11-30 16:24:08 - INFO - Val Value_mae: 3.1229
886
+ 2025-11-30 16:24:08 - INFO - Val Value_mse: 11.8807
887
+ 2025-11-30 16:32:31 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0036_val_loss_2.4815.chkpt
888
+ 2025-11-30 16:32:33 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0036_val_loss_2.4815.chkpt
889
+ 2025-11-30 16:32:33 - INFO -
890
+ 2025-11-30 16:32:33 - INFO - Epoch 37/50 Summary:
891
+ 2025-11-30 16:32:33 - INFO - Train Loss: 2.6509
892
+ 2025-11-30 16:32:33 - INFO - Train Num_policy_tokens: 7984.9659
893
+ 2025-11-30 16:32:33 - INFO - Train Num_value_predictions: 20.0000
894
+ 2025-11-30 16:32:33 - INFO - Train Policy_error: 0.3850
895
+ 2025-11-30 16:32:33 - INFO - Train Policy_loss: 1.8898
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+ 2025-11-30 16:32:33 - INFO - Train Value_loss: 12.6922
897
+ 2025-11-30 16:32:33 - INFO - Train Value_mae: 3.2849
898
+ 2025-11-30 16:32:33 - INFO - Train Value_mse: 12.6922
899
+ 2025-11-30 16:32:33 - INFO - Val Loss: 2.4815
900
+ 2025-11-30 16:32:33 - INFO - Val Num_policy_tokens: 7726.2727
901
+ 2025-11-30 16:32:33 - INFO - Val Num_value_predictions: 19.2727
902
+ 2025-11-30 16:32:33 - INFO - Val Policy_error: 0.3541
903
+ 2025-11-30 16:32:33 - INFO - Val Policy_loss: 1.7919
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+ 2025-11-30 16:32:33 - INFO - Val Value_loss: 11.5227
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+ 2025-11-30 16:32:33 - INFO - Val Value_mae: 3.0980
906
+ 2025-11-30 16:32:33 - INFO - Val Value_mse: 11.5227
907
+ 2025-11-30 16:40:57 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
908
+ 2025-11-30 16:40:59 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
909
+ 2025-11-30 16:40:59 - INFO -
910
+ 2025-11-30 16:40:59 - INFO - Epoch 38/50 Summary:
911
+ 2025-11-30 16:40:59 - INFO - Train Loss: 2.6468
912
+ 2025-11-30 16:40:59 - INFO - Train Num_policy_tokens: 7983.8977
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+ 2025-11-30 16:40:59 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-11-30 16:40:59 - INFO - Train Policy_error: 0.3854
915
+ 2025-11-30 16:40:59 - INFO - Train Policy_loss: 1.8889
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+ 2025-11-30 16:40:59 - INFO - Train Value_loss: 12.6370
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+ 2025-11-30 16:40:59 - INFO - Train Value_mae: 3.2743
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+ 2025-11-30 16:40:59 - INFO - Train Value_mse: 12.6370
919
+ 2025-11-30 16:40:59 - INFO - Val Loss: 2.4901
920
+ 2025-11-30 16:40:59 - INFO - Val Num_policy_tokens: 7726.2727
921
+ 2025-11-30 16:40:59 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-11-30 16:40:59 - INFO - Val Policy_error: 0.3533
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+ 2025-11-30 16:40:59 - INFO - Val Policy_loss: 1.7905
924
+ 2025-11-30 16:40:59 - INFO - Val Value_loss: 11.6591
925
+ 2025-11-30 16:40:59 - INFO - Val Value_mae: 3.0980
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+ 2025-11-30 16:40:59 - INFO - Val Value_mse: 11.6591
927
+ 2025-11-30 16:49:24 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0038_val_loss_2.4759.chkpt
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+ 2025-11-30 16:49:26 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0038_val_loss_2.4759.chkpt
929
+ 2025-11-30 16:49:26 - INFO -
930
+ 2025-11-30 16:49:26 - INFO - Epoch 39/50 Summary:
931
+ 2025-11-30 16:49:26 - INFO - Train Loss: 2.6533
932
+ 2025-11-30 16:49:26 - INFO - Train Num_policy_tokens: 7982.7655
933
+ 2025-11-30 16:49:26 - INFO - Train Num_value_predictions: 20.0000
934
+ 2025-11-30 16:49:26 - INFO - Train Policy_error: 0.3864
935
+ 2025-11-30 16:49:26 - INFO - Train Policy_loss: 1.8896
936
+ 2025-11-30 16:49:26 - INFO - Train Value_loss: 12.7289
937
+ 2025-11-30 16:49:26 - INFO - Train Value_mae: 3.2874
938
+ 2025-11-30 16:49:26 - INFO - Train Value_mse: 12.7289
939
+ 2025-11-30 16:49:26 - INFO - Val Loss: 2.4759
940
+ 2025-11-30 16:49:26 - INFO - Val Num_policy_tokens: 7726.2727
941
+ 2025-11-30 16:49:26 - INFO - Val Num_value_predictions: 19.2727
942
+ 2025-11-30 16:49:26 - INFO - Val Policy_error: 0.3532
943
+ 2025-11-30 16:49:26 - INFO - Val Policy_loss: 1.7869
944
+ 2025-11-30 16:49:26 - INFO - Val Value_loss: 11.4688
945
+ 2025-11-30 16:49:26 - INFO - Val Value_mae: 3.0852
946
+ 2025-11-30 16:49:26 - INFO - Val Value_mse: 11.4688
947
+ 2025-11-30 16:57:50 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 16:57:52 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
949
+ 2025-11-30 16:57:52 - INFO -
950
+ 2025-11-30 16:57:52 - INFO - Epoch 40/50 Summary:
951
+ 2025-11-30 16:57:52 - INFO - Train Loss: 2.6511
952
+ 2025-11-30 16:57:52 - INFO - Train Num_policy_tokens: 7985.9680
953
+ 2025-11-30 16:57:52 - INFO - Train Num_value_predictions: 20.0000
954
+ 2025-11-30 16:57:52 - INFO - Train Policy_error: 0.3865
955
+ 2025-11-30 16:57:52 - INFO - Train Policy_loss: 1.8915
956
+ 2025-11-30 16:57:52 - INFO - Train Value_loss: 12.6625
957
+ 2025-11-30 16:57:52 - INFO - Train Value_mae: 3.2832
958
+ 2025-11-30 16:57:52 - INFO - Train Value_mse: 12.6625
959
+ 2025-11-30 16:57:52 - INFO - Val Loss: 2.4986
960
+ 2025-11-30 16:57:52 - INFO - Val Num_policy_tokens: 7726.2727
961
+ 2025-11-30 16:57:52 - INFO - Val Num_value_predictions: 19.2727
962
+ 2025-11-30 16:57:52 - INFO - Val Policy_error: 0.3534
963
+ 2025-11-30 16:57:52 - INFO - Val Policy_loss: 1.7912
964
+ 2025-11-30 16:57:52 - INFO - Val Value_loss: 11.7812
965
+ 2025-11-30 16:57:52 - INFO - Val Value_mae: 3.1151
966
+ 2025-11-30 16:57:52 - INFO - Val Value_mse: 11.7812
967
+ 2025-11-30 17:06:16 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
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+ 2025-11-30 17:06:19 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
969
+ 2025-11-30 17:06:19 - INFO -
970
+ 2025-11-30 17:06:19 - INFO - Epoch 41/50 Summary:
971
+ 2025-11-30 17:06:19 - INFO - Train Loss: 2.6464
972
+ 2025-11-30 17:06:19 - INFO - Train Num_policy_tokens: 7982.0746
973
+ 2025-11-30 17:06:19 - INFO - Train Num_value_predictions: 20.0000
974
+ 2025-11-30 17:06:19 - INFO - Train Policy_error: 0.3850
975
+ 2025-11-30 17:06:19 - INFO - Train Policy_loss: 1.8884
976
+ 2025-11-30 17:06:19 - INFO - Train Value_loss: 12.6340
977
+ 2025-11-30 17:06:19 - INFO - Train Value_mae: 3.2780
978
+ 2025-11-30 17:06:19 - INFO - Train Value_mse: 12.6340
979
+ 2025-11-30 17:06:19 - INFO - Val Loss: 2.5085
980
+ 2025-11-30 17:06:19 - INFO - Val Num_policy_tokens: 7726.2727
981
+ 2025-11-30 17:06:19 - INFO - Val Num_value_predictions: 19.2727
982
+ 2025-11-30 17:06:19 - INFO - Val Policy_error: 0.3536
983
+ 2025-11-30 17:06:19 - INFO - Val Policy_loss: 1.7912
984
+ 2025-11-30 17:06:19 - INFO - Val Value_loss: 11.9290
985
+ 2025-11-30 17:06:19 - INFO - Val Value_mae: 3.1364
986
+ 2025-11-30 17:06:19 - INFO - Val Value_mse: 11.9290
987
+ 2025-11-30 17:14:43 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
988
+ 2025-11-30 17:14:46 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
989
+ 2025-11-30 17:14:46 - INFO -
990
+ 2025-11-30 17:14:46 - INFO - Epoch 42/50 Summary:
991
+ 2025-11-30 17:14:46 - INFO - Train Loss: 2.6437
992
+ 2025-11-30 17:14:46 - INFO - Train Num_policy_tokens: 7983.2878
993
+ 2025-11-30 17:14:46 - INFO - Train Num_value_predictions: 20.0000
994
+ 2025-11-30 17:14:46 - INFO - Train Policy_error: 0.3849
995
+ 2025-11-30 17:14:46 - INFO - Train Policy_loss: 1.8872
996
+ 2025-11-30 17:14:46 - INFO - Train Value_loss: 12.6071
997
+ 2025-11-30 17:14:46 - INFO - Train Value_mae: 3.2721
998
+ 2025-11-30 17:14:46 - INFO - Train Value_mse: 12.6071
999
+ 2025-11-30 17:14:46 - INFO - Val Loss: 2.4801
1000
+ 2025-11-30 17:14:46 - INFO - Val Num_policy_tokens: 7726.2727
1001
+ 2025-11-30 17:14:46 - INFO - Val Num_value_predictions: 19.2727
1002
+ 2025-11-30 17:14:46 - INFO - Val Policy_error: 0.3535
1003
+ 2025-11-30 17:14:46 - INFO - Val Policy_loss: 1.7891
1004
+ 2025-11-30 17:14:46 - INFO - Val Value_loss: 11.5170
1005
+ 2025-11-30 17:14:46 - INFO - Val Value_mae: 3.0810
1006
+ 2025-11-30 17:14:46 - INFO - Val Value_mse: 11.5170
1007
+ 2025-11-30 17:23:09 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0042_val_loss_2.4659.chkpt
1008
+ 2025-11-30 17:23:11 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/ep0042_val_loss_2.4659.chkpt
1009
+ 2025-11-30 17:23:11 - INFO -
1010
+ 2025-11-30 17:23:11 - INFO - Epoch 43/50 Summary:
1011
+ 2025-11-30 17:23:11 - INFO - Train Loss: 2.6414
1012
+ 2025-11-30 17:23:11 - INFO - Train Num_policy_tokens: 7979.6482
1013
+ 2025-11-30 17:23:11 - INFO - Train Num_value_predictions: 20.0000
1014
+ 2025-11-30 17:23:11 - INFO - Train Policy_error: 0.3847
1015
+ 2025-11-30 17:23:11 - INFO - Train Policy_loss: 1.8877
1016
+ 2025-11-30 17:23:11 - INFO - Train Value_loss: 12.5586
1017
+ 2025-11-30 17:23:11 - INFO - Train Value_mae: 3.2616
1018
+ 2025-11-30 17:23:11 - INFO - Train Value_mse: 12.5586
1019
+ 2025-11-30 17:23:11 - INFO - Val Loss: 2.4659
1020
+ 2025-11-30 17:23:11 - INFO - Val Num_policy_tokens: 7726.2727
1021
+ 2025-11-30 17:23:11 - INFO - Val Num_value_predictions: 19.2727
1022
+ 2025-11-30 17:23:11 - INFO - Val Policy_error: 0.3529
1023
+ 2025-11-30 17:23:11 - INFO - Val Policy_loss: 1.7898
1024
+ 2025-11-30 17:23:11 - INFO - Val Value_loss: 11.2500
1025
+ 2025-11-30 17:23:11 - INFO - Val Value_mae: 3.0540
1026
+ 2025-11-30 17:23:11 - INFO - Val Value_mse: 11.2500
1027
+ 2025-11-30 17:31:36 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1028
+ 2025-11-30 17:31:38 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1029
+ 2025-11-30 17:31:38 - INFO -
1030
+ 2025-11-30 17:31:38 - INFO - Epoch 44/50 Summary:
1031
+ 2025-11-30 17:31:38 - INFO - Train Loss: 2.6406
1032
+ 2025-11-30 17:31:38 - INFO - Train Num_policy_tokens: 7981.0149
1033
+ 2025-11-30 17:31:38 - INFO - Train Num_value_predictions: 20.0000
1034
+ 2025-11-30 17:31:38 - INFO - Train Policy_error: 0.3847
1035
+ 2025-11-30 17:31:38 - INFO - Train Policy_loss: 1.8868
1036
+ 2025-11-30 17:31:38 - INFO - Train Value_loss: 12.5596
1037
+ 2025-11-30 17:31:38 - INFO - Train Value_mae: 3.2673
1038
+ 2025-11-30 17:31:38 - INFO - Train Value_mse: 12.5596
1039
+ 2025-11-30 17:31:38 - INFO - Val Loss: 2.4673
1040
+ 2025-11-30 17:31:38 - INFO - Val Num_policy_tokens: 7726.2727
1041
+ 2025-11-30 17:31:38 - INFO - Val Num_value_predictions: 19.2727
1042
+ 2025-11-30 17:31:38 - INFO - Val Policy_error: 0.3525
1043
+ 2025-11-30 17:31:38 - INFO - Val Policy_loss: 1.7898
1044
+ 2025-11-30 17:31:38 - INFO - Val Value_loss: 11.2926
1045
+ 2025-11-30 17:31:38 - INFO - Val Value_mae: 3.0582
1046
+ 2025-11-30 17:31:38 - INFO - Val Value_mse: 11.2926
1047
+ 2025-11-30 17:40:02 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1048
+ 2025-11-30 17:40:04 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1049
+ 2025-11-30 17:40:04 - INFO -
1050
+ 2025-11-30 17:40:04 - INFO - Epoch 45/50 Summary:
1051
+ 2025-11-30 17:40:04 - INFO - Train Loss: 2.6486
1052
+ 2025-11-30 17:40:04 - INFO - Train Num_policy_tokens: 7984.4712
1053
+ 2025-11-30 17:40:04 - INFO - Train Num_value_predictions: 20.0000
1054
+ 2025-11-30 17:40:04 - INFO - Train Policy_error: 0.3855
1055
+ 2025-11-30 17:40:04 - INFO - Train Policy_loss: 1.8901
1056
+ 2025-11-30 17:40:04 - INFO - Train Value_loss: 12.6417
1057
+ 2025-11-30 17:40:04 - INFO - Train Value_mae: 3.2775
1058
+ 2025-11-30 17:40:04 - INFO - Train Value_mse: 12.6417
1059
+ 2025-11-30 17:40:04 - INFO - Val Loss: 2.4759
1060
+ 2025-11-30 17:40:04 - INFO - Val Num_policy_tokens: 7726.2727
1061
+ 2025-11-30 17:40:04 - INFO - Val Num_value_predictions: 19.2727
1062
+ 2025-11-30 17:40:04 - INFO - Val Policy_error: 0.3539
1063
+ 2025-11-30 17:40:04 - INFO - Val Policy_loss: 1.7926
1064
+ 2025-11-30 17:40:04 - INFO - Val Value_loss: 11.3977
1065
+ 2025-11-30 17:40:04 - INFO - Val Value_mae: 3.0597
1066
+ 2025-11-30 17:40:04 - INFO - Val Value_mse: 11.3977
1067
+ 2025-11-30 17:48:31 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1068
+ 2025-11-30 17:48:33 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1069
+ 2025-11-30 17:48:33 - INFO -
1070
+ 2025-11-30 17:48:33 - INFO - Epoch 46/50 Summary:
1071
+ 2025-11-30 17:48:33 - INFO - Train Loss: 2.6432
1072
+ 2025-11-30 17:48:33 - INFO - Train Num_policy_tokens: 7982.0661
1073
+ 2025-11-30 17:48:33 - INFO - Train Num_value_predictions: 20.0000
1074
+ 2025-11-30 17:48:33 - INFO - Train Policy_error: 0.3852
1075
+ 2025-11-30 17:48:33 - INFO - Train Policy_loss: 1.8893
1076
+ 2025-11-30 17:48:33 - INFO - Train Value_loss: 12.5689
1077
+ 2025-11-30 17:48:33 - INFO - Train Value_mae: 3.2652
1078
+ 2025-11-30 17:48:33 - INFO - Train Value_mse: 12.5689
1079
+ 2025-11-30 17:48:33 - INFO - Val Loss: 2.4844
1080
+ 2025-11-30 17:48:33 - INFO - Val Num_policy_tokens: 7726.2727
1081
+ 2025-11-30 17:48:33 - INFO - Val Num_value_predictions: 19.2727
1082
+ 2025-11-30 17:48:33 - INFO - Val Policy_error: 0.3522
1083
+ 2025-11-30 17:48:33 - INFO - Val Policy_loss: 1.7876
1084
+ 2025-11-30 17:48:33 - INFO - Val Value_loss: 11.6278
1085
+ 2025-11-30 17:48:33 - INFO - Val Value_mae: 3.1065
1086
+ 2025-11-30 17:48:33 - INFO - Val Value_mse: 11.6278
1087
+ 2025-11-30 17:56:58 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1088
+ 2025-11-30 17:57:01 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1089
+ 2025-11-30 17:57:01 - INFO -
1090
+ 2025-11-30 17:57:01 - INFO - Epoch 47/50 Summary:
1091
+ 2025-11-30 17:57:01 - INFO - Train Loss: 2.6457
1092
+ 2025-11-30 17:57:01 - INFO - Train Num_policy_tokens: 7984.5672
1093
+ 2025-11-30 17:57:01 - INFO - Train Num_value_predictions: 20.0000
1094
+ 2025-11-30 17:57:01 - INFO - Train Policy_error: 0.3849
1095
+ 2025-11-30 17:57:01 - INFO - Train Policy_loss: 1.8882
1096
+ 2025-11-30 17:57:01 - INFO - Train Value_loss: 12.6311
1097
+ 2025-11-30 17:57:01 - INFO - Train Value_mae: 3.2741
1098
+ 2025-11-30 17:57:01 - INFO - Train Value_mse: 12.6311
1099
+ 2025-11-30 17:57:01 - INFO - Val Loss: 2.4759
1100
+ 2025-11-30 17:57:01 - INFO - Val Num_policy_tokens: 7726.2727
1101
+ 2025-11-30 17:57:01 - INFO - Val Num_value_predictions: 19.2727
1102
+ 2025-11-30 17:57:01 - INFO - Val Policy_error: 0.3522
1103
+ 2025-11-30 17:57:01 - INFO - Val Policy_loss: 1.7884
1104
+ 2025-11-30 17:57:01 - INFO - Val Value_loss: 11.4545
1105
+ 2025-11-30 17:57:01 - INFO - Val Value_mae: 3.0909
1106
+ 2025-11-30 17:57:01 - INFO - Val Value_mse: 11.4545
1107
+ 2025-11-30 18:05:27 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1108
+ 2025-11-30 18:05:29 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1109
+ 2025-11-30 18:05:29 - INFO -
1110
+ 2025-11-30 18:05:29 - INFO - Epoch 48/50 Summary:
1111
+ 2025-11-30 18:05:29 - INFO - Train Loss: 2.6445
1112
+ 2025-11-30 18:05:29 - INFO - Train Num_policy_tokens: 7981.9275
1113
+ 2025-11-30 18:05:29 - INFO - Train Num_value_predictions: 20.0000
1114
+ 2025-11-30 18:05:29 - INFO - Train Policy_error: 0.3851
1115
+ 2025-11-30 18:05:29 - INFO - Train Policy_loss: 1.8885
1116
+ 2025-11-30 18:05:29 - INFO - Train Value_loss: 12.5975
1117
+ 2025-11-30 18:05:29 - INFO - Train Value_mae: 3.2690
1118
+ 2025-11-30 18:05:29 - INFO - Train Value_mse: 12.5975
1119
+ 2025-11-30 18:05:29 - INFO - Val Loss: 2.4943
1120
+ 2025-11-30 18:05:29 - INFO - Val Num_policy_tokens: 7726.2727
1121
+ 2025-11-30 18:05:29 - INFO - Val Num_value_predictions: 19.2727
1122
+ 2025-11-30 18:05:29 - INFO - Val Policy_error: 0.3553
1123
+ 2025-11-30 18:05:29 - INFO - Val Policy_loss: 1.7912
1124
+ 2025-11-30 18:05:29 - INFO - Val Value_loss: 11.7614
1125
+ 2025-11-30 18:05:29 - INFO - Val Value_mae: 3.1094
1126
+ 2025-11-30 18:05:29 - INFO - Val Value_mse: 11.7614
1127
+ 2025-11-30 18:13:55 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1128
+ 2025-11-30 18:13:57 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1129
+ 2025-11-30 18:13:57 - INFO -
1130
+ 2025-11-30 18:13:57 - INFO - Epoch 49/50 Summary:
1131
+ 2025-11-30 18:13:57 - INFO - Train Loss: 2.6469
1132
+ 2025-11-30 18:13:57 - INFO - Train Num_policy_tokens: 7977.5053
1133
+ 2025-11-30 18:13:57 - INFO - Train Num_value_predictions: 20.0000
1134
+ 2025-11-30 18:13:57 - INFO - Train Policy_error: 0.3857
1135
+ 2025-11-30 18:13:57 - INFO - Train Policy_loss: 1.8897
1136
+ 2025-11-30 18:13:57 - INFO - Train Value_loss: 12.6155
1137
+ 2025-11-30 18:13:57 - INFO - Train Value_mae: 3.2748
1138
+ 2025-11-30 18:13:57 - INFO - Train Value_mse: 12.6155
1139
+ 2025-11-30 18:13:57 - INFO - Val Loss: 2.4801
1140
+ 2025-11-30 18:13:57 - INFO - Val Num_policy_tokens: 7726.2727
1141
+ 2025-11-30 18:13:57 - INFO - Val Num_value_predictions: 19.2727
1142
+ 2025-11-30 18:13:57 - INFO - Val Policy_error: 0.3534
1143
+ 2025-11-30 18:13:57 - INFO - Val Policy_loss: 1.7919
1144
+ 2025-11-30 18:13:57 - INFO - Val Value_loss: 11.4858
1145
+ 2025-11-30 18:13:57 - INFO - Val Value_mae: 3.0895
1146
+ 2025-11-30 18:13:57 - INFO - Val Value_mse: 11.4858
1147
+ 2025-11-30 18:22:21 - INFO - Checkpoint saved: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1148
+ 2025-11-30 18:22:23 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251130-trigo-value-gpt2-l6-h64-251125-lr2000.local/checkpoints/latest.chkpt
1149
+ 2025-11-30 18:22:23 - INFO -
1150
+ 2025-11-30 18:22:23 - INFO - Epoch 50/50 Summary:
1151
+ 2025-11-30 18:22:23 - INFO - Train Loss: 2.6421
1152
+ 2025-11-30 18:22:23 - INFO - Train Num_policy_tokens: 7982.6951
1153
+ 2025-11-30 18:22:23 - INFO - Train Num_value_predictions: 20.0000
1154
+ 2025-11-30 18:22:23 - INFO - Train Policy_error: 0.3856
1155
+ 2025-11-30 18:22:23 - INFO - Train Policy_loss: 1.8898
1156
+ 2025-11-30 18:22:23 - INFO - Train Value_loss: 12.5388
1157
+ 2025-11-30 18:22:23 - INFO - Train Value_mae: 3.2653
1158
+ 2025-11-30 18:22:23 - INFO - Train Value_mse: 12.5388
1159
+ 2025-11-30 18:22:23 - INFO - Val Loss: 2.4872
1160
+ 2025-11-30 18:22:23 - INFO - Val Num_policy_tokens: 7726.2727
1161
+ 2025-11-30 18:22:23 - INFO - Val Num_value_predictions: 19.2727
1162
+ 2025-11-30 18:22:23 - INFO - Val Policy_error: 0.3533
1163
+ 2025-11-30 18:22:23 - INFO - Val Policy_loss: 1.7919
1164
+ 2025-11-30 18:22:23 - INFO - Val Value_loss: 11.5568
1165
+ 2025-11-30 18:22:23 - INFO - Val Value_mae: 3.0916
1166
+ 2025-11-30 18:22:23 - INFO - Val Value_mse: 11.5568
1167
+ 2025-11-30 18:22:28 - INFO - TensorBoard writer closed
1168
+ 2025-11-30 18:22:28 - INFO -
1169
+ 2025-11-30 18:22:28 - INFO - ================================================================================
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+ 2025-11-30 18:22:28 - INFO - Training Complete
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+ 2025-11-30 18:22:28 - INFO - ================================================================================
1172
+ 2025-11-30 18:22:28 - INFO -
1173
+ 2025-11-30 18:22:28 - INFO - Training completed successfully!
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+ id: trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100
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+ desc:
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+ - 'scheduler.lr_mul: 100'
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+ - attention mask fixed
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+ epochs: 50
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+ seed: 42
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+ 2025-12-04 12:52:35 - INFO - ================================================================================
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+ 2025-12-04 12:52:35 - INFO - Attention Language Model Training
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+ 2025-12-04 12:52:35 - INFO - ================================================================================
4
+ 2025-12-04 12:52:35 - INFO - Experiment ID: trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100
5
+ 2025-12-04 12:52:35 - INFO - Output directory: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100
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+ 2025-12-04 12:52:35 - INFO - Config saved to: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/config.yaml
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+ 2025-12-04 12:52:35 - INFO - Log file: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/train.log
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+ 2025-12-04 12:52:35 - INFO -
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+ 2025-12-04 12:52:35 - INFO - Configuration:
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+ 2025-12-04 12:52:35 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
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+ desc:
12
+ - 'scheduler.lr_mul: 100'
13
+ - attention mask fixed
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+ paths:
15
+ root: .
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+ data: /root/data
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+ output: /root/training
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+ data:
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+ type: TGNValueDataset
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+ data_dir: ${paths.data}/tgn/251129-sp/
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+ max_length: 8192
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+ min_length: 10
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+ max_file_size: 10000
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+ tokenizer_config: {}
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+ train_split: '*1..48/50'
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+ val_split: 49/50
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+ loader:
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+ batch_size: 20
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+ shuffle: true
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+ num_workers: 0
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+ type: ValueCausalLoss
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+ config:
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+ type: GPT2CausalLM
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+ hidden_size: 64
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+ layer_norm_eps: 1.0e-05
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+ max_grad_norm: 1.0
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+ gradient_accumulation_steps: 1
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+ dtype: bfloat16
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+ scheduler:
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+ type: inverse_sqrt
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+ d_model: 64
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+ lr_mul: 100.0
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+ save_frequency: 1
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+ keep_n_checkpoints: 3
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+ save_mode: best
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+ monitor:
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+ field: val_loss
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+ mode: min
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+ log_frequency: 160
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+ wandb:
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+ enabled: true
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+ tags:
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+ - gpt2
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+ - value-head
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+ - dual-head
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+ - rl-discount
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+ tensorboard:
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+ enabled: true
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+ env:
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+ CUDA_VISIBLE_DEVICES: 6
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+ eval:
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+ eval_frequency: 1
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+ eval_batches: 50
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+ device: cuda
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+ seed: 42
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+ deterministic: true
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+
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+ 2025-12-04 12:52:35 - INFO - ================================================================================
100
+ 2025-12-04 12:52:35 - INFO - Setting Random Seeds
101
+ 2025-12-04 12:52:35 - INFO - ================================================================================
102
+ 2025-12-04 12:52:35 - INFO - Seed: 42
103
+ 2025-12-04 12:52:35 - INFO - Deterministic: True
104
+ 2025-12-04 12:52:35 - INFO -
105
+ 2025-12-04 12:52:35 - INFO - Device: cuda
106
+ 2025-12-04 12:52:35 - INFO - GPU: NVIDIA GeForce RTX 4090
107
+ 2025-12-04 12:52:35 - INFO - Memory: 25.25 GB
108
+ 2025-12-04 12:52:35 - INFO - ================================================================================
109
+ 2025-12-04 12:52:35 - INFO - Creating Datasets
110
+ 2025-12-04 12:52:35 - INFO - ================================================================================
111
+ 2025-12-04 12:52:35 - INFO -
112
+ 2025-12-04 12:52:35 - INFO - Datasets created:
113
+ 2025-12-04 12:52:35 - INFO - Training: 9391 samples, 469 batches
114
+ 2025-12-04 12:52:35 - INFO - Validation: 212 samples, 11 batches
115
+ 2025-12-04 12:52:35 - INFO -
116
+ 2025-12-04 12:52:35 - INFO - ================================================================================
117
+ 2025-12-04 12:52:35 - INFO - Creating Trainer
118
+ 2025-12-04 12:52:35 - INFO - ================================================================================
119
+ 2025-12-04 12:52:35 - INFO -
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+ 2025-12-04 12:52:35 - INFO - Setting trainer environment variables from config:
121
+ 2025-12-04 12:52:35 - INFO - CUDA_VISIBLE_DEVICES: 3 (already set, not overriding)
122
+ 2025-12-04 12:52:35 - INFO - ================================================================================
123
+ 2025-12-04 12:52:35 - INFO - Creating Model
124
+ 2025-12-04 12:52:35 - INFO - ================================================================================
125
+ 2025-12-04 12:52:36 - INFO - Converting model to dtype: torch.bfloat16
126
+ 2025-12-04 12:52:36 - INFO -
127
+ 2025-12-04 12:52:36 - INFO - Model created:
128
+ 2025-12-04 12:52:36 - INFO - Type: ValueCausalLoss
129
+ 2025-12-04 12:52:36 - INFO - Base model: GPT2CausalLM
130
+ 2025-12-04 12:52:36 - INFO - Total parameters: 849,537
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+ 2025-12-04 12:52:36 - INFO - Trainable parameters: 849,537
132
+ 2025-12-04 12:52:36 - INFO - Dtype: torch.bfloat16
133
+ 2025-12-04 12:52:38 - INFO -
134
+ 2025-12-04 12:52:38 - INFO - Trainer initialized:
135
+ 2025-12-04 12:52:38 - INFO - Device: cuda
136
+ 2025-12-04 12:52:38 - INFO - Checkpoint dir: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints
137
+ 2025-12-04 12:52:38 - INFO - Training samples: 9391
138
+ 2025-12-04 12:52:38 - INFO - Validation samples: 212
139
+ 2025-12-04 12:52:38 - INFO - Batch size: 20
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+ 2025-12-04 12:52:38 - INFO - Gradient accumulation steps: 1
141
+ 2025-12-04 12:52:38 - INFO - Effective batch size: 20
142
+ 2025-12-04 12:52:38 - INFO - Epoch size: full dataset (469 batches)
143
+ 2025-12-04 12:52:38 - INFO - Epochs: 50
144
+ 2025-12-04 12:52:38 - INFO - Learning rate: 0.0001
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+ 2025-12-04 12:52:38 - INFO - Warmup steps: 50
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+ 2025-12-04 12:52:38 - INFO - Log frequency: every 160 examples
147
+ 2025-12-04 12:52:38 - INFO - Wandb logging: enabled
148
+ 2025-12-04 12:52:38 - INFO - TensorBoard logging: enabled
149
+ 2025-12-04 12:52:38 - INFO -
150
+ 2025-12-04 12:52:38 - INFO - ================================================================================
151
+ 2025-12-04 12:52:38 - INFO - Starting Training
152
+ 2025-12-04 12:52:38 - INFO - ================================================================================
153
+ 2025-12-04 12:52:38 - INFO -
154
+ 2025-12-04 12:52:38 - INFO - Evaluating initial model (epoch 0)...
155
+ 2025-12-04 12:52:41 - INFO -
156
+ 2025-12-04 12:52:41 - INFO - Initial model metrics:
157
+ 2025-12-04 12:52:41 - INFO - Loss: 5.6222
158
+ 2025-12-04 12:52:41 - INFO - Num_policy_tokens: 7726.2727
159
+ 2025-12-04 12:52:41 - INFO - Num_value_predictions: 19.2727
160
+ 2025-12-04 12:52:41 - INFO - Policy_error: 0.9551
161
+ 2025-12-04 12:52:41 - INFO - Policy_loss: 4.8494
162
+ 2025-12-04 12:52:41 - INFO - Value_loss: 12.8920
163
+ 2025-12-04 12:52:41 - INFO - Value_mae: 3.3139
164
+ 2025-12-04 12:52:41 - INFO - Value_mse: 12.8920
165
+ 2025-12-04 12:52:41 - INFO -
166
+ 2025-12-04 13:01:07 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0000_val_loss_3.5952.chkpt
167
+ 2025-12-04 13:01:09 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0000_val_loss_3.5952.chkpt
168
+ 2025-12-04 13:01:09 - INFO -
169
+ 2025-12-04 13:01:09 - INFO - Epoch 1/50 Summary:
170
+ 2025-12-04 13:01:09 - INFO - Train Loss: 4.0713
171
+ 2025-12-04 13:01:09 - INFO - Train Num_policy_tokens: 7979.8806
172
+ 2025-12-04 13:01:09 - INFO - Train Num_value_predictions: 20.0000
173
+ 2025-12-04 13:01:09 - INFO - Train Policy_error: 0.6140
174
+ 2025-12-04 13:01:09 - INFO - Train Policy_loss: 3.2749
175
+ 2025-12-04 13:01:09 - INFO - Train Value_loss: 13.2767
176
+ 2025-12-04 13:01:09 - INFO - Train Value_mae: 3.3717
177
+ 2025-12-04 13:01:09 - INFO - Train Value_mse: 13.2767
178
+ 2025-12-04 13:01:09 - INFO - Val Loss: 3.5952
179
+ 2025-12-04 13:01:09 - INFO - Val Num_policy_tokens: 7726.2727
180
+ 2025-12-04 13:01:09 - INFO - Val Num_value_predictions: 19.2727
181
+ 2025-12-04 13:01:09 - INFO - Val Policy_error: 0.5280
182
+ 2025-12-04 13:01:09 - INFO - Val Policy_loss: 2.8423
183
+ 2025-12-04 13:01:09 - INFO - Val Value_loss: 12.5369
184
+ 2025-12-04 13:01:09 - INFO - Val Value_mae: 3.2599
185
+ 2025-12-04 13:01:09 - INFO - Val Value_mse: 12.5369
186
+ 2025-12-04 13:09:35 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0001_val_loss_3.5568.chkpt
187
+ 2025-12-04 13:09:37 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0001_val_loss_3.5568.chkpt
188
+ 2025-12-04 13:09:37 - INFO -
189
+ 2025-12-04 13:09:37 - INFO - Epoch 2/50 Summary:
190
+ 2025-12-04 13:09:37 - INFO - Train Loss: 3.6491
191
+ 2025-12-04 13:09:37 - INFO - Train Num_policy_tokens: 7984.6567
192
+ 2025-12-04 13:09:37 - INFO - Train Num_value_predictions: 20.0000
193
+ 2025-12-04 13:09:37 - INFO - Train Policy_error: 0.5345
194
+ 2025-12-04 13:09:37 - INFO - Train Policy_loss: 2.8540
195
+ 2025-12-04 13:09:37 - INFO - Train Value_loss: 13.2519
196
+ 2025-12-04 13:09:37 - INFO - Train Value_mae: 3.3695
197
+ 2025-12-04 13:09:37 - INFO - Train Value_mse: 13.2519
198
+ 2025-12-04 13:09:37 - INFO - Val Loss: 3.5568
199
+ 2025-12-04 13:09:37 - INFO - Val Num_policy_tokens: 7726.2727
200
+ 2025-12-04 13:09:37 - INFO - Val Num_value_predictions: 19.2727
201
+ 2025-12-04 13:09:37 - INFO - Val Policy_error: 0.5220
202
+ 2025-12-04 13:09:37 - INFO - Val Policy_loss: 2.8097
203
+ 2025-12-04 13:09:37 - INFO - Val Value_loss: 12.4602
204
+ 2025-12-04 13:09:37 - INFO - Val Value_mae: 3.2670
205
+ 2025-12-04 13:09:37 - INFO - Val Value_mse: 12.4602
206
+ 2025-12-04 13:18:02 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0002_val_loss_3.5469.chkpt
207
+ 2025-12-04 13:18:04 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0002_val_loss_3.5469.chkpt
208
+ 2025-12-04 13:18:04 - INFO -
209
+ 2025-12-04 13:18:04 - INFO - Epoch 3/50 Summary:
210
+ 2025-12-04 13:18:04 - INFO - Train Loss: 3.6364
211
+ 2025-12-04 13:18:04 - INFO - Train Num_policy_tokens: 7981.4925
212
+ 2025-12-04 13:18:04 - INFO - Train Num_value_predictions: 20.0000
213
+ 2025-12-04 13:18:04 - INFO - Train Policy_error: 0.5295
214
+ 2025-12-04 13:18:04 - INFO - Train Policy_loss: 2.8408
215
+ 2025-12-04 13:18:04 - INFO - Train Value_loss: 13.2583
216
+ 2025-12-04 13:18:04 - INFO - Train Value_mae: 3.3690
217
+ 2025-12-04 13:18:04 - INFO - Train Value_mse: 13.2583
218
+ 2025-12-04 13:18:04 - INFO - Val Loss: 3.5469
219
+ 2025-12-04 13:18:04 - INFO - Val Num_policy_tokens: 7726.2727
220
+ 2025-12-04 13:18:04 - INFO - Val Num_value_predictions: 19.2727
221
+ 2025-12-04 13:18:04 - INFO - Val Policy_error: 0.5169
222
+ 2025-12-04 13:18:04 - INFO - Val Policy_loss: 2.8026
223
+ 2025-12-04 13:18:04 - INFO - Val Value_loss: 12.4631
224
+ 2025-12-04 13:18:04 - INFO - Val Value_mae: 3.2670
225
+ 2025-12-04 13:18:04 - INFO - Val Value_mse: 12.4631
226
+ 2025-12-04 13:26:28 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0003_val_loss_3.5455.chkpt
227
+ 2025-12-04 13:26:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0003_val_loss_3.5455.chkpt
228
+ 2025-12-04 13:26:30 - INFO -
229
+ 2025-12-04 13:26:30 - INFO - Epoch 4/50 Summary:
230
+ 2025-12-04 13:26:30 - INFO - Train Loss: 3.6308
231
+ 2025-12-04 13:26:30 - INFO - Train Num_policy_tokens: 7981.7953
232
+ 2025-12-04 13:26:30 - INFO - Train Num_value_predictions: 20.0000
233
+ 2025-12-04 13:26:30 - INFO - Train Policy_error: 0.5272
234
+ 2025-12-04 13:26:30 - INFO - Train Policy_loss: 2.8357
235
+ 2025-12-04 13:26:30 - INFO - Train Value_loss: 13.2497
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+ 2025-12-04 13:26:30 - INFO - Train Value_mae: 3.3725
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+ 2025-12-04 13:26:30 - INFO - Train Value_mse: 13.2497
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+ 2025-12-04 13:26:30 - INFO - Val Loss: 3.5455
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+ 2025-12-04 13:26:30 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:26:30 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:26:30 - INFO - Val Policy_error: 0.5155
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+ 2025-12-04 13:26:30 - INFO - Val Policy_loss: 2.7997
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+ 2025-12-04 13:26:30 - INFO - Val Value_loss: 12.4545
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+ 2025-12-04 13:26:30 - INFO - Val Value_mae: 3.2585
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+ 2025-12-04 13:26:30 - INFO - Val Value_mse: 12.4545
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+ 2025-12-04 13:34:54 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 13:34:56 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 13:34:56 - INFO -
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+ 2025-12-04 13:34:56 - INFO - Epoch 5/50 Summary:
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+ 2025-12-04 13:34:56 - INFO - Train Loss: 3.6274
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+ 2025-12-04 13:34:56 - INFO - Train Num_policy_tokens: 7984.8955
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+ 2025-12-04 13:34:56 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 13:34:56 - INFO - Train Policy_error: 0.5257
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+ 2025-12-04 13:34:56 - INFO - Train Policy_loss: 2.8330
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+ 2025-12-04 13:34:56 - INFO - Train Value_loss: 13.2442
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+ 2025-12-04 13:34:56 - INFO - Train Value_mae: 3.3694
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+ 2025-12-04 13:34:56 - INFO - Train Value_mse: 13.2442
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+ 2025-12-04 13:34:56 - INFO - Val Loss: 3.5469
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+ 2025-12-04 13:34:56 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:34:56 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:34:56 - INFO - Val Policy_error: 0.5129
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+ 2025-12-04 13:34:56 - INFO - Val Policy_loss: 2.7983
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+ 2025-12-04 13:34:56 - INFO - Val Value_loss: 12.4460
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+ 2025-12-04 13:34:56 - INFO - Val Value_mae: 3.2628
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+ 2025-12-04 13:34:56 - INFO - Val Value_mse: 12.4460
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+ 2025-12-04 13:43:21 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 13:43:23 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 13:43:23 - INFO -
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+ 2025-12-04 13:43:23 - INFO - Epoch 6/50 Summary:
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+ 2025-12-04 13:43:23 - INFO - Train Loss: 3.6275
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+ 2025-12-04 13:43:23 - INFO - Train Num_policy_tokens: 7984.5778
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+ 2025-12-04 13:43:23 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 13:43:23 - INFO - Train Policy_error: 0.5249
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+ 2025-12-04 13:43:23 - INFO - Train Policy_loss: 2.8319
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+ 2025-12-04 13:43:23 - INFO - Train Value_loss: 13.2565
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+ 2025-12-04 13:43:23 - INFO - Train Value_mae: 3.3683
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+ 2025-12-04 13:43:23 - INFO - Train Value_mse: 13.2565
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+ 2025-12-04 13:43:23 - INFO - Val Loss: 3.5469
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+ 2025-12-04 13:43:23 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:43:23 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:43:23 - INFO - Val Policy_error: 0.5123
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+ 2025-12-04 13:43:23 - INFO - Val Policy_loss: 2.7983
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+ 2025-12-04 13:43:23 - INFO - Val Value_loss: 12.4545
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+ 2025-12-04 13:43:23 - INFO - Val Value_mae: 3.2656
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+ 2025-12-04 13:43:23 - INFO - Val Value_mse: 12.4545
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+ 2025-12-04 13:51:47 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0006_val_loss_3.5398.chkpt
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+ 2025-12-04 13:51:49 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0006_val_loss_3.5398.chkpt
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+ 2025-12-04 13:51:49 - INFO -
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+ 2025-12-04 13:51:49 - INFO - Epoch 7/50 Summary:
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+ 2025-12-04 13:51:49 - INFO - Train Loss: 3.6261
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+ 2025-12-04 13:51:49 - INFO - Train Num_policy_tokens: 7980.3049
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+ 2025-12-04 13:51:49 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 13:51:49 - INFO - Train Policy_error: 0.5245
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+ 2025-12-04 13:51:49 - INFO - Train Policy_loss: 2.8312
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+ 2025-12-04 13:51:49 - INFO - Train Value_loss: 13.2463
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+ 2025-12-04 13:51:49 - INFO - Train Value_mae: 3.3685
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+ 2025-12-04 13:51:49 - INFO - Train Value_mse: 13.2463
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+ 2025-12-04 13:51:49 - INFO - Val Loss: 3.5398
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+ 2025-12-04 13:51:49 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:51:49 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:51:49 - INFO - Val Policy_error: 0.5110
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+ 2025-12-04 13:51:49 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 13:51:49 - INFO - Val Value_loss: 12.4545
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+ 2025-12-04 13:51:49 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 13:51:49 - INFO - Val Value_mse: 12.4545
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+ 2025-12-04 14:00:13 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:00:15 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:00:15 - INFO -
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+ 2025-12-04 14:00:15 - INFO - Epoch 8/50 Summary:
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+ 2025-12-04 14:00:15 - INFO - Train Loss: 3.6250
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+ 2025-12-04 14:00:15 - INFO - Train Num_policy_tokens: 7984.2921
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+ 2025-12-04 14:00:15 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:00:15 - INFO - Train Policy_error: 0.5240
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+ 2025-12-04 14:00:15 - INFO - Train Policy_loss: 2.8306
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+ 2025-12-04 14:00:15 - INFO - Train Value_loss: 13.2456
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+ 2025-12-04 14:00:15 - INFO - Train Value_mae: 3.3677
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+ 2025-12-04 14:00:15 - INFO - Train Value_mse: 13.2456
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+ 2025-12-04 14:00:15 - INFO - Val Loss: 3.5426
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+ 2025-12-04 14:00:15 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:00:15 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:00:15 - INFO - Val Policy_error: 0.5073
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+ 2025-12-04 14:00:15 - INFO - Val Policy_loss: 2.7940
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+ 2025-12-04 14:00:15 - INFO - Val Value_loss: 12.4489
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+ 2025-12-04 14:00:15 - INFO - Val Value_mae: 3.2628
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+ 2025-12-04 14:00:15 - INFO - Val Value_mse: 12.4489
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+ 2025-12-04 14:08:40 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:08:41 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:08:41 - INFO -
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+ 2025-12-04 14:08:42 - INFO - Epoch 9/50 Summary:
330
+ 2025-12-04 14:08:42 - INFO - Train Loss: 3.6244
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+ 2025-12-04 14:08:42 - INFO - Train Num_policy_tokens: 7982.8550
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+ 2025-12-04 14:08:42 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:08:42 - INFO - Train Policy_error: 0.5238
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+ 2025-12-04 14:08:42 - INFO - Train Policy_loss: 2.8306
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+ 2025-12-04 14:08:42 - INFO - Train Value_loss: 13.2269
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+ 2025-12-04 14:08:42 - INFO - Train Value_mae: 3.3654
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+ 2025-12-04 14:08:42 - INFO - Train Value_mse: 13.2269
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+ 2025-12-04 14:08:42 - INFO - Val Loss: 3.5398
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+ 2025-12-04 14:08:42 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:08:42 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:08:42 - INFO - Val Policy_error: 0.5105
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+ 2025-12-04 14:08:42 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 14:08:42 - INFO - Val Value_loss: 12.4403
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+ 2025-12-04 14:08:42 - INFO - Val Value_mae: 3.2656
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+ 2025-12-04 14:08:42 - INFO - Val Value_mse: 12.4403
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+ 2025-12-04 14:17:07 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0009_val_loss_3.5384.chkpt
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+ 2025-12-04 14:17:09 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0009_val_loss_3.5384.chkpt
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+ 2025-12-04 14:17:09 - INFO -
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+ 2025-12-04 14:17:09 - INFO - Epoch 10/50 Summary:
350
+ 2025-12-04 14:17:09 - INFO - Train Loss: 3.6227
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+ 2025-12-04 14:17:09 - INFO - Train Num_policy_tokens: 7982.8465
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+ 2025-12-04 14:17:09 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:17:09 - INFO - Train Policy_error: 0.5234
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+ 2025-12-04 14:17:09 - INFO - Train Policy_loss: 2.8297
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+ 2025-12-04 14:17:09 - INFO - Train Value_loss: 13.2197
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+ 2025-12-04 14:17:09 - INFO - Train Value_mae: 3.3667
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+ 2025-12-04 14:17:09 - INFO - Train Value_mse: 13.2197
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+ 2025-12-04 14:17:09 - INFO - Val Loss: 3.5384
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+ 2025-12-04 14:17:09 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:17:09 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:17:09 - INFO - Val Policy_error: 0.5078
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+ 2025-12-04 14:17:09 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 14:17:09 - INFO - Val Value_loss: 12.4261
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+ 2025-12-04 14:17:09 - INFO - Val Value_mae: 3.2642
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+ 2025-12-04 14:17:09 - INFO - Val Value_mse: 12.4261
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+ 2025-12-04 14:25:34 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0010_val_loss_3.5369.chkpt
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+ 2025-12-04 14:25:36 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0010_val_loss_3.5369.chkpt
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+ 2025-12-04 14:25:36 - INFO -
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+ 2025-12-04 14:25:36 - INFO - Epoch 11/50 Summary:
370
+ 2025-12-04 14:25:36 - INFO - Train Loss: 3.6247
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+ 2025-12-04 14:25:36 - INFO - Train Num_policy_tokens: 7984.6141
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+ 2025-12-04 14:25:36 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:25:36 - INFO - Train Policy_error: 0.5241
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+ 2025-12-04 14:25:36 - INFO - Train Policy_loss: 2.8307
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+ 2025-12-04 14:25:36 - INFO - Train Value_loss: 13.2317
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+ 2025-12-04 14:25:36 - INFO - Train Value_mae: 3.3673
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+ 2025-12-04 14:25:36 - INFO - Train Value_mse: 13.2317
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+ 2025-12-04 14:25:36 - INFO - Val Loss: 3.5369
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+ 2025-12-04 14:25:36 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:25:36 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:25:36 - INFO - Val Policy_error: 0.5104
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+ 2025-12-04 14:25:36 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 14:25:36 - INFO - Val Value_loss: 12.4261
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+ 2025-12-04 14:25:36 - INFO - Val Value_mae: 3.2642
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+ 2025-12-04 14:25:36 - INFO - Val Value_mse: 12.4261
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+ 2025-12-04 14:34:00 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:34:02 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:34:02 - INFO -
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+ 2025-12-04 14:34:02 - INFO - Epoch 12/50 Summary:
390
+ 2025-12-04 14:34:02 - INFO - Train Loss: 3.6236
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+ 2025-12-04 14:34:02 - INFO - Train Num_policy_tokens: 7981.1301
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+ 2025-12-04 14:34:02 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:34:02 - INFO - Train Policy_error: 0.5235
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+ 2025-12-04 14:34:02 - INFO - Train Policy_loss: 2.8300
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+ 2025-12-04 14:34:02 - INFO - Train Value_loss: 13.2243
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+ 2025-12-04 14:34:02 - INFO - Train Value_mae: 3.3676
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+ 2025-12-04 14:34:02 - INFO - Train Value_mse: 13.2243
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+ 2025-12-04 14:34:02 - INFO - Val Loss: 3.5384
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+ 2025-12-04 14:34:02 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:34:02 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:34:02 - INFO - Val Policy_error: 0.5075
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+ 2025-12-04 14:34:02 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 14:34:02 - INFO - Val Value_loss: 12.4347
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+ 2025-12-04 14:34:02 - INFO - Val Value_mae: 3.2628
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+ 2025-12-04 14:34:02 - INFO - Val Value_mse: 12.4347
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+ 2025-12-04 14:42:28 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:42:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:42:30 - INFO -
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+ 2025-12-04 14:42:30 - INFO - Epoch 13/50 Summary:
410
+ 2025-12-04 14:42:30 - INFO - Train Loss: 3.6233
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+ 2025-12-04 14:42:30 - INFO - Train Num_policy_tokens: 7983.4392
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+ 2025-12-04 14:42:30 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:42:30 - INFO - Train Policy_error: 0.5237
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+ 2025-12-04 14:42:30 - INFO - Train Policy_loss: 2.8294
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+ 2025-12-04 14:42:30 - INFO - Train Value_loss: 13.2344
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+ 2025-12-04 14:42:30 - INFO - Train Value_mae: 3.3686
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+ 2025-12-04 14:42:30 - INFO - Train Value_mse: 13.2344
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+ 2025-12-04 14:42:30 - INFO - Val Loss: 3.5384
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+ 2025-12-04 14:42:30 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:42:30 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:42:30 - INFO - Val Policy_error: 0.5105
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+ 2025-12-04 14:42:30 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 14:42:30 - INFO - Val Value_loss: 12.4318
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+ 2025-12-04 14:42:30 - INFO - Val Value_mae: 3.2628
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+ 2025-12-04 14:42:30 - INFO - Val Value_mse: 12.4318
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+ 2025-12-04 14:50:56 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:50:58 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:50:58 - INFO -
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+ 2025-12-04 14:50:58 - INFO - Epoch 14/50 Summary:
430
+ 2025-12-04 14:50:58 - INFO - Train Loss: 3.6224
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+ 2025-12-04 14:50:58 - INFO - Train Num_policy_tokens: 7984.2559
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+ 2025-12-04 14:50:58 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:50:58 - INFO - Train Policy_error: 0.5233
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+ 2025-12-04 14:50:58 - INFO - Train Policy_loss: 2.8294
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+ 2025-12-04 14:50:58 - INFO - Train Value_loss: 13.2208
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+ 2025-12-04 14:50:58 - INFO - Train Value_mae: 3.3659
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+ 2025-12-04 14:50:58 - INFO - Train Value_mse: 13.2208
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+ 2025-12-04 14:50:58 - INFO - Val Loss: 3.5398
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+ 2025-12-04 14:50:58 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:50:58 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:50:58 - INFO - Val Policy_error: 0.5074
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+ 2025-12-04 14:50:58 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 14:50:58 - INFO - Val Value_loss: 12.4290
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+ 2025-12-04 14:50:58 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 14:50:58 - INFO - Val Value_mse: 12.4290
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+ 2025-12-04 14:59:24 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:59:26 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 14:59:26 - INFO -
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+ 2025-12-04 14:59:26 - INFO - Epoch 15/50 Summary:
450
+ 2025-12-04 14:59:26 - INFO - Train Loss: 3.6219
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+ 2025-12-04 14:59:26 - INFO - Train Num_policy_tokens: 7981.5309
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+ 2025-12-04 14:59:26 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:59:26 - INFO - Train Policy_error: 0.5233
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+ 2025-12-04 14:59:26 - INFO - Train Policy_loss: 2.8294
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+ 2025-12-04 14:59:26 - INFO - Train Value_loss: 13.2098
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+ 2025-12-04 14:59:26 - INFO - Train Value_mae: 3.3652
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+ 2025-12-04 14:59:26 - INFO - Train Value_mse: 13.2098
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+ 2025-12-04 14:59:26 - INFO - Val Loss: 3.5398
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+ 2025-12-04 14:59:26 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:59:26 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:59:26 - INFO - Val Policy_error: 0.5097
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+ 2025-12-04 14:59:26 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 14:59:26 - INFO - Val Value_loss: 12.4290
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+ 2025-12-04 14:59:26 - INFO - Val Value_mae: 3.2628
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+ 2025-12-04 14:59:26 - INFO - Val Value_mse: 12.4290
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+ 2025-12-04 15:07:52 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:07:54 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:07:54 - INFO -
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+ 2025-12-04 15:07:54 - INFO - Epoch 16/50 Summary:
470
+ 2025-12-04 15:07:54 - INFO - Train Loss: 3.6220
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+ 2025-12-04 15:07:54 - INFO - Train Num_policy_tokens: 7983.0704
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+ 2025-12-04 15:07:54 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:07:54 - INFO - Train Policy_error: 0.5231
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+ 2025-12-04 15:07:54 - INFO - Train Policy_loss: 2.8295
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+ 2025-12-04 15:07:54 - INFO - Train Value_loss: 13.2184
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+ 2025-12-04 15:07:54 - INFO - Train Value_mae: 3.3658
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+ 2025-12-04 15:07:54 - INFO - Train Value_mse: 13.2184
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+ 2025-12-04 15:07:54 - INFO - Val Loss: 3.5384
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+ 2025-12-04 15:07:54 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:07:54 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:07:54 - INFO - Val Policy_error: 0.5069
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+ 2025-12-04 15:07:54 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 15:07:54 - INFO - Val Value_loss: 12.4176
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+ 2025-12-04 15:07:54 - INFO - Val Value_mae: 3.2628
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+ 2025-12-04 15:07:54 - INFO - Val Value_mse: 12.4176
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+ 2025-12-04 15:16:19 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:16:21 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:16:21 - INFO -
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+ 2025-12-04 15:16:21 - INFO - Epoch 17/50 Summary:
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+ 2025-12-04 15:16:21 - INFO - Train Loss: 3.6221
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+ 2025-12-04 15:16:21 - INFO - Train Num_policy_tokens: 7983.0171
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+ 2025-12-04 15:16:21 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:16:21 - INFO - Train Policy_error: 0.5230
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+ 2025-12-04 15:16:21 - INFO - Train Policy_loss: 2.8291
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+ 2025-12-04 15:16:21 - INFO - Train Value_loss: 13.2168
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+ 2025-12-04 15:16:21 - INFO - Train Value_mae: 3.3658
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+ 2025-12-04 15:16:21 - INFO - Train Value_mse: 13.2168
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+ 2025-12-04 15:16:21 - INFO - Val Loss: 3.5398
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+ 2025-12-04 15:16:21 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:16:21 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:16:21 - INFO - Val Policy_error: 0.5069
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+ 2025-12-04 15:16:21 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 15:16:21 - INFO - Val Value_loss: 12.4148
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+ 2025-12-04 15:16:21 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 15:16:21 - INFO - Val Value_mse: 12.4148
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+ 2025-12-04 15:24:48 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:24:50 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:24:50 - INFO -
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+ 2025-12-04 15:24:50 - INFO - Epoch 18/50 Summary:
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+ 2025-12-04 15:24:50 - INFO - Train Loss: 3.6228
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+ 2025-12-04 15:24:50 - INFO - Train Num_policy_tokens: 7980.3753
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+ 2025-12-04 15:24:50 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:24:50 - INFO - Train Policy_error: 0.5229
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+ 2025-12-04 15:24:50 - INFO - Train Policy_loss: 2.8297
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+ 2025-12-04 15:24:50 - INFO - Train Value_loss: 13.2204
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+ 2025-12-04 15:24:50 - INFO - Train Value_mae: 3.3651
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+ 2025-12-04 15:24:50 - INFO - Train Value_mse: 13.2204
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+ 2025-12-04 15:24:50 - INFO - Val Loss: 3.5369
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+ 2025-12-04 15:24:50 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:24:50 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:24:50 - INFO - Val Policy_error: 0.5070
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+ 2025-12-04 15:24:50 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 15:24:50 - INFO - Val Value_loss: 12.4148
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+ 2025-12-04 15:24:50 - INFO - Val Value_mae: 3.2642
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+ 2025-12-04 15:24:50 - INFO - Val Value_mse: 12.4148
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+ 2025-12-04 15:33:16 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:33:18 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:33:18 - INFO -
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+ 2025-12-04 15:33:18 - INFO - Epoch 19/50 Summary:
530
+ 2025-12-04 15:33:18 - INFO - Train Loss: 3.6219
531
+ 2025-12-04 15:33:18 - INFO - Train Num_policy_tokens: 7983.0341
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+ 2025-12-04 15:33:18 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:33:18 - INFO - Train Policy_error: 0.5233
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+ 2025-12-04 15:33:18 - INFO - Train Policy_loss: 2.8295
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+ 2025-12-04 15:33:18 - INFO - Train Value_loss: 13.2126
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+ 2025-12-04 15:33:18 - INFO - Train Value_mae: 3.3659
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+ 2025-12-04 15:33:18 - INFO - Train Value_mse: 13.2126
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+ 2025-12-04 15:33:18 - INFO - Val Loss: 3.5384
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+ 2025-12-04 15:33:18 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:33:18 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:33:18 - INFO - Val Policy_error: 0.5063
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+ 2025-12-04 15:33:18 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 15:33:18 - INFO - Val Value_loss: 12.4233
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+ 2025-12-04 15:33:18 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 15:33:18 - INFO - Val Value_mse: 12.4233
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+ 2025-12-04 15:41:43 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:41:45 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:41:45 - INFO -
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+ 2025-12-04 15:41:45 - INFO - Epoch 20/50 Summary:
550
+ 2025-12-04 15:41:45 - INFO - Train Loss: 3.6230
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+ 2025-12-04 15:41:45 - INFO - Train Num_policy_tokens: 7979.8891
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+ 2025-12-04 15:41:45 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:41:45 - INFO - Train Policy_error: 0.5232
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+ 2025-12-04 15:41:45 - INFO - Train Policy_loss: 2.8303
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+ 2025-12-04 15:41:45 - INFO - Train Value_loss: 13.2145
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+ 2025-12-04 15:41:45 - INFO - Train Value_mae: 3.3656
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+ 2025-12-04 15:41:45 - INFO - Train Value_mse: 13.2145
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+ 2025-12-04 15:41:45 - INFO - Val Loss: 3.5384
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+ 2025-12-04 15:41:45 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:41:45 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:41:45 - INFO - Val Policy_error: 0.5076
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+ 2025-12-04 15:41:45 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 15:41:45 - INFO - Val Value_loss: 12.4148
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+ 2025-12-04 15:41:45 - INFO - Val Value_mae: 3.2656
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+ 2025-12-04 15:41:45 - INFO - Val Value_mse: 12.4148
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+ 2025-12-04 15:50:09 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:50:11 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:50:11 - INFO -
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+ 2025-12-04 15:50:11 - INFO - Epoch 21/50 Summary:
570
+ 2025-12-04 15:50:11 - INFO - Train Loss: 3.6233
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+ 2025-12-04 15:50:11 - INFO - Train Num_policy_tokens: 7984.7633
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+ 2025-12-04 15:50:11 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:50:11 - INFO - Train Policy_error: 0.5233
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+ 2025-12-04 15:50:11 - INFO - Train Policy_loss: 2.8292
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+ 2025-12-04 15:50:11 - INFO - Train Value_loss: 13.2361
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+ 2025-12-04 15:50:11 - INFO - Train Value_mae: 3.3673
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+ 2025-12-04 15:50:11 - INFO - Train Value_mse: 13.2361
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+ 2025-12-04 15:50:11 - INFO - Val Loss: 3.5369
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+ 2025-12-04 15:50:11 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:50:11 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:50:11 - INFO - Val Policy_error: 0.5053
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+ 2025-12-04 15:50:11 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 15:50:11 - INFO - Val Value_loss: 12.4205
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+ 2025-12-04 15:50:11 - INFO - Val Value_mae: 3.2642
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+ 2025-12-04 15:50:11 - INFO - Val Value_mse: 12.4205
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+ 2025-12-04 15:58:36 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:58:38 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 15:58:38 - INFO -
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+ 2025-12-04 15:58:38 - INFO - Epoch 22/50 Summary:
590
+ 2025-12-04 15:58:38 - INFO - Train Loss: 3.6221
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+ 2025-12-04 15:58:38 - INFO - Train Num_policy_tokens: 7983.5906
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+ 2025-12-04 15:58:38 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:58:38 - INFO - Train Policy_error: 0.5230
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+ 2025-12-04 15:58:38 - INFO - Train Policy_loss: 2.8290
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+ 2025-12-04 15:58:38 - INFO - Train Value_loss: 13.2199
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+ 2025-12-04 15:58:38 - INFO - Train Value_mae: 3.3665
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+ 2025-12-04 15:58:38 - INFO - Train Value_mse: 13.2199
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+ 2025-12-04 15:58:38 - INFO - Val Loss: 3.5384
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+ 2025-12-04 15:58:38 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:58:38 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:58:38 - INFO - Val Policy_error: 0.5092
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+ 2025-12-04 15:58:38 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 15:58:38 - INFO - Val Value_loss: 12.4119
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+ 2025-12-04 15:58:38 - INFO - Val Value_mae: 3.2628
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+ 2025-12-04 15:58:38 - INFO - Val Value_mse: 12.4119
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+ 2025-12-04 16:07:03 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:07:05 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:07:05 - INFO -
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+ 2025-12-04 16:07:05 - INFO - Epoch 23/50 Summary:
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+ 2025-12-04 16:07:05 - INFO - Train Loss: 3.6233
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+ 2025-12-04 16:07:05 - INFO - Train Num_policy_tokens: 7984.2217
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+ 2025-12-04 16:07:05 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:07:05 - INFO - Train Policy_error: 0.5230
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+ 2025-12-04 16:07:05 - INFO - Train Policy_loss: 2.8296
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+ 2025-12-04 16:07:05 - INFO - Train Value_loss: 13.2283
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+ 2025-12-04 16:07:05 - INFO - Train Value_mae: 3.3677
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+ 2025-12-04 16:07:05 - INFO - Train Value_mse: 13.2283
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+ 2025-12-04 16:07:05 - INFO - Val Loss: 3.5369
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+ 2025-12-04 16:07:05 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:07:05 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:07:05 - INFO - Val Policy_error: 0.5097
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+ 2025-12-04 16:07:05 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 16:07:05 - INFO - Val Value_loss: 12.4148
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+ 2025-12-04 16:07:05 - INFO - Val Value_mae: 3.2599
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+ 2025-12-04 16:07:05 - INFO - Val Value_mse: 12.4148
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+ 2025-12-04 16:15:31 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0023_val_loss_3.5355.chkpt
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+ 2025-12-04 16:15:33 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/ep0023_val_loss_3.5355.chkpt
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+ 2025-12-04 16:15:33 - INFO -
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+ 2025-12-04 16:15:33 - INFO - Epoch 24/50 Summary:
630
+ 2025-12-04 16:15:33 - INFO - Train Loss: 3.6224
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+ 2025-12-04 16:15:33 - INFO - Train Num_policy_tokens: 7982.3966
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+ 2025-12-04 16:15:33 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:15:33 - INFO - Train Policy_error: 0.5230
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+ 2025-12-04 16:15:33 - INFO - Train Policy_loss: 2.8288
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+ 2025-12-04 16:15:33 - INFO - Train Value_loss: 13.2235
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+ 2025-12-04 16:15:33 - INFO - Train Value_mae: 3.3664
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+ 2025-12-04 16:15:33 - INFO - Train Value_mse: 13.2235
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+ 2025-12-04 16:15:33 - INFO - Val Loss: 3.5355
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+ 2025-12-04 16:15:33 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:15:33 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:15:33 - INFO - Val Policy_error: 0.5062
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+ 2025-12-04 16:15:33 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 16:15:33 - INFO - Val Value_loss: 12.4062
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+ 2025-12-04 16:15:33 - INFO - Val Value_mae: 3.2571
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+ 2025-12-04 16:15:33 - INFO - Val Value_mse: 12.4062
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+ 2025-12-04 16:23:58 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:24:00 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:24:00 - INFO -
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+ 2025-12-04 16:24:00 - INFO - Epoch 25/50 Summary:
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+ 2025-12-04 16:24:00 - INFO - Train Loss: 3.6218
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+ 2025-12-04 16:24:00 - INFO - Train Num_policy_tokens: 7985.2239
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+ 2025-12-04 16:24:00 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:24:00 - INFO - Train Policy_error: 0.5229
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+ 2025-12-04 16:24:00 - INFO - Train Policy_loss: 2.8287
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+ 2025-12-04 16:24:00 - INFO - Train Value_loss: 13.2178
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+ 2025-12-04 16:24:00 - INFO - Train Value_mae: 3.3659
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+ 2025-12-04 16:24:00 - INFO - Train Value_mse: 13.2178
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+ 2025-12-04 16:24:00 - INFO - Val Loss: 3.5369
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+ 2025-12-04 16:24:00 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:24:00 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:24:00 - INFO - Val Policy_error: 0.5059
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+ 2025-12-04 16:24:00 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 16:24:00 - INFO - Val Value_loss: 12.4062
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+ 2025-12-04 16:24:00 - INFO - Val Value_mae: 3.2599
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+ 2025-12-04 16:24:00 - INFO - Val Value_mse: 12.4062
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+ 2025-12-04 16:32:26 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:32:28 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:32:28 - INFO -
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+ 2025-12-04 16:32:28 - INFO - Epoch 26/50 Summary:
670
+ 2025-12-04 16:32:28 - INFO - Train Loss: 3.6219
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+ 2025-12-04 16:32:28 - INFO - Train Num_policy_tokens: 7981.3966
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+ 2025-12-04 16:32:28 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:32:28 - INFO - Train Policy_error: 0.5228
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+ 2025-12-04 16:32:28 - INFO - Train Policy_loss: 2.8288
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+ 2025-12-04 16:32:28 - INFO - Train Value_loss: 13.2126
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+ 2025-12-04 16:32:28 - INFO - Train Value_mae: 3.3645
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+ 2025-12-04 16:32:28 - INFO - Train Value_mse: 13.2126
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+ 2025-12-04 16:32:28 - INFO - Val Loss: 3.5369
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+ 2025-12-04 16:32:28 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:32:28 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:32:28 - INFO - Val Policy_error: 0.5089
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+ 2025-12-04 16:32:28 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 16:32:28 - INFO - Val Value_loss: 12.4119
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+ 2025-12-04 16:32:28 - INFO - Val Value_mae: 3.2628
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+ 2025-12-04 16:32:28 - INFO - Val Value_mse: 12.4119
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+ 2025-12-04 16:40:53 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:40:55 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:40:55 - INFO -
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+ 2025-12-04 16:40:55 - INFO - Epoch 27/50 Summary:
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+ 2025-12-04 16:40:55 - INFO - Train Loss: 3.6223
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+ 2025-12-04 16:40:55 - INFO - Train Num_policy_tokens: 7977.4733
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+ 2025-12-04 16:40:55 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:40:55 - INFO - Train Policy_error: 0.5230
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+ 2025-12-04 16:40:55 - INFO - Train Policy_loss: 2.8294
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+ 2025-12-04 16:40:55 - INFO - Train Value_loss: 13.2199
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+ 2025-12-04 16:40:55 - INFO - Train Value_mae: 3.3668
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+ 2025-12-04 16:40:55 - INFO - Train Value_mse: 13.2199
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+ 2025-12-04 16:40:55 - INFO - Val Loss: 3.5384
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+ 2025-12-04 16:40:55 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:40:55 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:40:55 - INFO - Val Policy_error: 0.5091
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+ 2025-12-04 16:40:55 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 16:40:55 - INFO - Val Value_loss: 12.4034
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+ 2025-12-04 16:40:55 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 16:40:55 - INFO - Val Value_mse: 12.4034
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+ 2025-12-04 16:49:22 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:49:24 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:49:24 - INFO -
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+ 2025-12-04 16:49:24 - INFO - Epoch 28/50 Summary:
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+ 2025-12-04 16:49:24 - INFO - Train Loss: 3.6229
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+ 2025-12-04 16:49:24 - INFO - Train Num_policy_tokens: 7982.2623
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+ 2025-12-04 16:49:24 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:49:24 - INFO - Train Policy_error: 0.5228
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+ 2025-12-04 16:49:24 - INFO - Train Policy_loss: 2.8281
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+ 2025-12-04 16:49:24 - INFO - Train Value_loss: 13.2450
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+ 2025-12-04 16:49:24 - INFO - Train Value_mae: 3.3702
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+ 2025-12-04 16:49:24 - INFO - Train Value_mse: 13.2450
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+ 2025-12-04 16:49:24 - INFO - Val Loss: 3.5369
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+ 2025-12-04 16:49:24 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:49:24 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:49:24 - INFO - Val Policy_error: 0.5066
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+ 2025-12-04 16:49:24 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 16:49:24 - INFO - Val Value_loss: 12.4062
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+ 2025-12-04 16:49:24 - INFO - Val Value_mae: 3.2599
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+ 2025-12-04 16:49:24 - INFO - Val Value_mse: 12.4062
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+ 2025-12-04 16:57:48 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:57:50 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 16:57:50 - INFO -
729
+ 2025-12-04 16:57:50 - INFO - Epoch 29/50 Summary:
730
+ 2025-12-04 16:57:50 - INFO - Train Loss: 3.6216
731
+ 2025-12-04 16:57:50 - INFO - Train Num_policy_tokens: 7979.9765
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+ 2025-12-04 16:57:50 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:57:50 - INFO - Train Policy_error: 0.5231
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+ 2025-12-04 16:57:50 - INFO - Train Policy_loss: 2.8290
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+ 2025-12-04 16:57:50 - INFO - Train Value_loss: 13.2080
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+ 2025-12-04 16:57:50 - INFO - Train Value_mae: 3.3649
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+ 2025-12-04 16:57:50 - INFO - Train Value_mse: 13.2080
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+ 2025-12-04 16:57:50 - INFO - Val Loss: 3.5398
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+ 2025-12-04 16:57:50 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:57:50 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:57:50 - INFO - Val Policy_error: 0.5090
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+ 2025-12-04 16:57:50 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 16:57:50 - INFO - Val Value_loss: 12.4062
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+ 2025-12-04 16:57:50 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 16:57:50 - INFO - Val Value_mse: 12.4062
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+ 2025-12-04 17:06:16 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:06:18 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:06:18 - INFO -
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+ 2025-12-04 17:06:18 - INFO - Epoch 30/50 Summary:
750
+ 2025-12-04 17:06:18 - INFO - Train Loss: 3.6209
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+ 2025-12-04 17:06:18 - INFO - Train Num_policy_tokens: 7979.5330
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+ 2025-12-04 17:06:18 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 17:06:18 - INFO - Train Policy_error: 0.5229
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+ 2025-12-04 17:06:18 - INFO - Train Policy_loss: 2.8292
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+ 2025-12-04 17:06:18 - INFO - Train Value_loss: 13.1964
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+ 2025-12-04 17:06:18 - INFO - Train Value_mae: 3.3622
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+ 2025-12-04 17:06:18 - INFO - Train Value_mse: 13.1964
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+ 2025-12-04 17:06:18 - INFO - Val Loss: 3.5384
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+ 2025-12-04 17:06:18 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 17:06:18 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 17:06:18 - INFO - Val Policy_error: 0.5096
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+ 2025-12-04 17:06:18 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 17:06:18 - INFO - Val Value_loss: 12.4119
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+ 2025-12-04 17:06:18 - INFO - Val Value_mae: 3.2628
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+ 2025-12-04 17:06:18 - INFO - Val Value_mse: 12.4119
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+ 2025-12-04 17:14:44 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:14:46 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:14:46 - INFO -
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+ 2025-12-04 17:14:46 - INFO - Epoch 31/50 Summary:
770
+ 2025-12-04 17:14:46 - INFO - Train Loss: 3.6210
771
+ 2025-12-04 17:14:46 - INFO - Train Num_policy_tokens: 7979.2814
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+ 2025-12-04 17:14:46 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 17:14:46 - INFO - Train Policy_error: 0.5230
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+ 2025-12-04 17:14:46 - INFO - Train Policy_loss: 2.8286
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+ 2025-12-04 17:14:46 - INFO - Train Value_loss: 13.2064
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+ 2025-12-04 17:14:46 - INFO - Train Value_mae: 3.3637
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+ 2025-12-04 17:14:46 - INFO - Train Value_mse: 13.2064
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+ 2025-12-04 17:14:46 - INFO - Val Loss: 3.5384
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+ 2025-12-04 17:14:46 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 17:14:46 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 17:14:46 - INFO - Val Policy_error: 0.5067
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+ 2025-12-04 17:14:46 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 17:14:46 - INFO - Val Value_loss: 12.4176
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+ 2025-12-04 17:14:46 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 17:14:46 - INFO - Val Value_mse: 12.4176
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+ 2025-12-04 17:23:11 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:23:13 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:23:13 - INFO -
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+ 2025-12-04 17:23:13 - INFO - Epoch 32/50 Summary:
790
+ 2025-12-04 17:23:13 - INFO - Train Loss: 3.6221
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+ 2025-12-04 17:23:13 - INFO - Train Num_policy_tokens: 7978.8657
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+ 2025-12-04 17:23:13 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 17:23:13 - INFO - Train Policy_error: 0.5229
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+ 2025-12-04 17:23:13 - INFO - Train Policy_loss: 2.8293
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+ 2025-12-04 17:23:13 - INFO - Train Value_loss: 13.2138
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+ 2025-12-04 17:23:13 - INFO - Train Value_mae: 3.3653
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+ 2025-12-04 17:23:13 - INFO - Train Value_mse: 13.2138
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+ 2025-12-04 17:23:13 - INFO - Val Loss: 3.5369
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+ 2025-12-04 17:23:13 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 17:23:13 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 17:23:13 - INFO - Val Policy_error: 0.5062
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+ 2025-12-04 17:23:13 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 17:23:13 - INFO - Val Value_loss: 12.4062
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+ 2025-12-04 17:23:13 - INFO - Val Value_mae: 3.2599
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+ 2025-12-04 17:23:13 - INFO - Val Value_mse: 12.4062
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+ 2025-12-04 17:31:37 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:31:39 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:31:39 - INFO -
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+ 2025-12-04 17:31:39 - INFO - Epoch 33/50 Summary:
810
+ 2025-12-04 17:31:39 - INFO - Train Loss: 3.6221
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+ 2025-12-04 17:31:39 - INFO - Train Num_policy_tokens: 7983.1770
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+ 2025-12-04 17:31:39 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 17:31:39 - INFO - Train Policy_error: 0.5228
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+ 2025-12-04 17:31:39 - INFO - Train Policy_loss: 2.8284
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+ 2025-12-04 17:31:39 - INFO - Train Value_loss: 13.2325
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+ 2025-12-04 17:31:39 - INFO - Train Value_mae: 3.3679
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+ 2025-12-04 17:31:39 - INFO - Train Value_mse: 13.2325
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+ 2025-12-04 17:31:39 - INFO - Val Loss: 3.5369
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+ 2025-12-04 17:31:39 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 17:31:39 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 17:31:39 - INFO - Val Policy_error: 0.5097
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+ 2025-12-04 17:31:39 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 17:31:39 - INFO - Val Value_loss: 12.3892
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+ 2025-12-04 17:31:39 - INFO - Val Value_mae: 3.2628
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+ 2025-12-04 17:31:39 - INFO - Val Value_mse: 12.3892
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+ 2025-12-04 17:40:04 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:40:08 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:40:08 - INFO -
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+ 2025-12-04 17:40:08 - INFO - Epoch 34/50 Summary:
830
+ 2025-12-04 17:40:08 - INFO - Train Loss: 3.6220
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+ 2025-12-04 17:40:08 - INFO - Train Num_policy_tokens: 7982.3475
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+ 2025-12-04 17:40:08 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 17:40:08 - INFO - Train Policy_error: 0.5233
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+ 2025-12-04 17:40:08 - INFO - Train Policy_loss: 2.8292
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+ 2025-12-04 17:40:08 - INFO - Train Value_loss: 13.2134
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+ 2025-12-04 17:40:08 - INFO - Train Value_mae: 3.3659
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+ 2025-12-04 17:40:08 - INFO - Train Value_mse: 13.2134
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+ 2025-12-04 17:40:08 - INFO - Val Loss: 3.5369
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+ 2025-12-04 17:40:08 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 17:40:08 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 17:40:08 - INFO - Val Policy_error: 0.5088
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+ 2025-12-04 17:40:08 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 17:40:08 - INFO - Val Value_loss: 12.4006
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+ 2025-12-04 17:40:08 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 17:40:08 - INFO - Val Value_mse: 12.4006
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+ 2025-12-04 17:48:33 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:48:35 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:48:35 - INFO -
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+ 2025-12-04 17:48:35 - INFO - Epoch 35/50 Summary:
850
+ 2025-12-04 17:48:35 - INFO - Train Loss: 3.6219
851
+ 2025-12-04 17:48:35 - INFO - Train Num_policy_tokens: 7977.9723
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+ 2025-12-04 17:48:35 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 17:48:35 - INFO - Train Policy_error: 0.5230
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+ 2025-12-04 17:48:35 - INFO - Train Policy_loss: 2.8285
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+ 2025-12-04 17:48:35 - INFO - Train Value_loss: 13.2244
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+ 2025-12-04 17:48:35 - INFO - Train Value_mae: 3.3677
857
+ 2025-12-04 17:48:35 - INFO - Train Value_mse: 13.2244
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+ 2025-12-04 17:48:35 - INFO - Val Loss: 3.5369
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+ 2025-12-04 17:48:35 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 17:48:35 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 17:48:35 - INFO - Val Policy_error: 0.5092
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+ 2025-12-04 17:48:35 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 17:48:35 - INFO - Val Value_loss: 12.4062
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+ 2025-12-04 17:48:35 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 17:48:35 - INFO - Val Value_mse: 12.4062
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+ 2025-12-04 17:57:01 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:57:03 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 17:57:03 - INFO -
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+ 2025-12-04 17:57:03 - INFO - Epoch 36/50 Summary:
870
+ 2025-12-04 17:57:03 - INFO - Train Loss: 3.6214
871
+ 2025-12-04 17:57:03 - INFO - Train Num_policy_tokens: 7980.9424
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+ 2025-12-04 17:57:03 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 17:57:03 - INFO - Train Policy_error: 0.5228
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+ 2025-12-04 17:57:03 - INFO - Train Policy_loss: 2.8288
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+ 2025-12-04 17:57:03 - INFO - Train Value_loss: 13.2103
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+ 2025-12-04 17:57:03 - INFO - Train Value_mae: 3.3655
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+ 2025-12-04 17:57:03 - INFO - Train Value_mse: 13.2103
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+ 2025-12-04 17:57:03 - INFO - Val Loss: 3.5369
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+ 2025-12-04 17:57:03 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 17:57:03 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 17:57:03 - INFO - Val Policy_error: 0.5063
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+ 2025-12-04 17:57:03 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 17:57:03 - INFO - Val Value_loss: 12.4006
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+ 2025-12-04 17:57:03 - INFO - Val Value_mae: 3.2599
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+ 2025-12-04 17:57:03 - INFO - Val Value_mse: 12.4006
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+ 2025-12-04 18:05:29 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 18:05:31 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
888
+ 2025-12-04 18:05:31 - INFO -
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+ 2025-12-04 18:05:31 - INFO - Epoch 37/50 Summary:
890
+ 2025-12-04 18:05:31 - INFO - Train Loss: 3.6204
891
+ 2025-12-04 18:05:31 - INFO - Train Num_policy_tokens: 7983.5139
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+ 2025-12-04 18:05:31 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 18:05:31 - INFO - Train Policy_error: 0.5229
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+ 2025-12-04 18:05:31 - INFO - Train Policy_loss: 2.8292
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+ 2025-12-04 18:05:31 - INFO - Train Value_loss: 13.1881
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+ 2025-12-04 18:05:31 - INFO - Train Value_mae: 3.3628
897
+ 2025-12-04 18:05:31 - INFO - Train Value_mse: 13.1881
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+ 2025-12-04 18:05:31 - INFO - Val Loss: 3.5384
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+ 2025-12-04 18:05:31 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 18:05:31 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 18:05:31 - INFO - Val Policy_error: 0.5095
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+ 2025-12-04 18:05:31 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 18:05:31 - INFO - Val Value_loss: 12.4119
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+ 2025-12-04 18:05:31 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 18:05:31 - INFO - Val Value_mse: 12.4119
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+ 2025-12-04 18:13:56 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 18:13:58 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 18:13:58 - INFO -
909
+ 2025-12-04 18:13:58 - INFO - Epoch 38/50 Summary:
910
+ 2025-12-04 18:13:58 - INFO - Train Loss: 3.6220
911
+ 2025-12-04 18:13:58 - INFO - Train Num_policy_tokens: 7984.0576
912
+ 2025-12-04 18:13:58 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 18:13:58 - INFO - Train Policy_error: 0.5228
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+ 2025-12-04 18:13:58 - INFO - Train Policy_loss: 2.8290
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+ 2025-12-04 18:13:58 - INFO - Train Value_loss: 13.2165
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+ 2025-12-04 18:13:58 - INFO - Train Value_mae: 3.3665
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+ 2025-12-04 18:13:58 - INFO - Train Value_mse: 13.2165
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+ 2025-12-04 18:13:58 - INFO - Val Loss: 3.5384
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+ 2025-12-04 18:13:58 - INFO - Val Num_policy_tokens: 7726.2727
920
+ 2025-12-04 18:13:58 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 18:13:58 - INFO - Val Policy_error: 0.5060
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+ 2025-12-04 18:13:58 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 18:13:58 - INFO - Val Value_loss: 12.4006
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+ 2025-12-04 18:13:58 - INFO - Val Value_mae: 3.2599
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+ 2025-12-04 18:13:58 - INFO - Val Value_mse: 12.4006
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+ 2025-12-04 18:22:24 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 18:22:26 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 18:22:26 - INFO -
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+ 2025-12-04 18:22:26 - INFO - Epoch 39/50 Summary:
930
+ 2025-12-04 18:22:26 - INFO - Train Loss: 3.6204
931
+ 2025-12-04 18:22:26 - INFO - Train Num_policy_tokens: 7976.6695
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+ 2025-12-04 18:22:26 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 18:22:26 - INFO - Train Policy_error: 0.5229
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+ 2025-12-04 18:22:26 - INFO - Train Policy_loss: 2.8292
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+ 2025-12-04 18:22:26 - INFO - Train Value_loss: 13.1900
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+ 2025-12-04 18:22:26 - INFO - Train Value_mae: 3.3630
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+ 2025-12-04 18:22:26 - INFO - Train Value_mse: 13.1900
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+ 2025-12-04 18:22:26 - INFO - Val Loss: 3.5384
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+ 2025-12-04 18:22:26 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 18:22:26 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 18:22:26 - INFO - Val Policy_error: 0.5063
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+ 2025-12-04 18:22:26 - INFO - Val Policy_loss: 2.7926
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+ 2025-12-04 18:22:26 - INFO - Val Value_loss: 12.4006
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+ 2025-12-04 18:22:26 - INFO - Val Value_mae: 3.2599
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+ 2025-12-04 18:22:26 - INFO - Val Value_mse: 12.4006
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+ 2025-12-04 18:30:51 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 18:30:53 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 18:30:53 - INFO -
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+ 2025-12-04 18:30:53 - INFO - Epoch 40/50 Summary:
950
+ 2025-12-04 18:30:53 - INFO - Train Loss: 3.6219
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+ 2025-12-04 18:30:53 - INFO - Train Num_policy_tokens: 7981.0554
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+ 2025-12-04 18:30:53 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 18:30:53 - INFO - Train Policy_error: 0.5232
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+ 2025-12-04 18:30:53 - INFO - Train Policy_loss: 2.8296
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+ 2025-12-04 18:30:53 - INFO - Train Value_loss: 13.2034
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+ 2025-12-04 18:30:53 - INFO - Train Value_mae: 3.3642
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+ 2025-12-04 18:30:53 - INFO - Train Value_mse: 13.2034
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+ 2025-12-04 18:30:53 - INFO - Val Loss: 3.5384
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+ 2025-12-04 18:30:53 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 18:30:53 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 18:30:53 - INFO - Val Policy_error: 0.5094
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+ 2025-12-04 18:30:53 - INFO - Val Policy_loss: 2.7912
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+ 2025-12-04 18:30:53 - INFO - Val Value_loss: 12.4176
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+ 2025-12-04 18:30:53 - INFO - Val Value_mae: 3.2614
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+ 2025-12-04 18:30:53 - INFO - Val Value_mse: 12.4176
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+ 2025-12-04 18:39:17 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 18:39:19 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
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+ 2025-12-04 18:39:19 - INFO -
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+ 2025-12-04 18:39:19 - INFO - Epoch 41/50 Summary:
970
+ 2025-12-04 18:39:19 - INFO - Train Loss: 3.6213
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+ 2025-12-04 18:39:19 - INFO - Train Num_policy_tokens: 7982.1578
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+ 2025-12-04 18:39:19 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 18:39:19 - INFO - Train Policy_error: 0.5230
974
+ 2025-12-04 18:39:19 - INFO - Train Policy_loss: 2.8293
975
+ 2025-12-04 18:39:19 - INFO - Train Value_loss: 13.1960
976
+ 2025-12-04 18:39:19 - INFO - Train Value_mae: 3.3643
977
+ 2025-12-04 18:39:19 - INFO - Train Value_mse: 13.1960
978
+ 2025-12-04 18:39:19 - INFO - Val Loss: 3.5384
979
+ 2025-12-04 18:39:19 - INFO - Val Num_policy_tokens: 7726.2727
980
+ 2025-12-04 18:39:19 - INFO - Val Num_value_predictions: 19.2727
981
+ 2025-12-04 18:39:19 - INFO - Val Policy_error: 0.5090
982
+ 2025-12-04 18:39:19 - INFO - Val Policy_loss: 2.7912
983
+ 2025-12-04 18:39:19 - INFO - Val Value_loss: 12.4119
984
+ 2025-12-04 18:39:19 - INFO - Val Value_mae: 3.2614
985
+ 2025-12-04 18:39:19 - INFO - Val Value_mse: 12.4119
986
+ 2025-12-04 18:47:44 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
987
+ 2025-12-04 18:47:46 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
988
+ 2025-12-04 18:47:46 - INFO -
989
+ 2025-12-04 18:47:46 - INFO - Epoch 42/50 Summary:
990
+ 2025-12-04 18:47:46 - INFO - Train Loss: 3.6225
991
+ 2025-12-04 18:47:46 - INFO - Train Num_policy_tokens: 7979.0597
992
+ 2025-12-04 18:47:46 - INFO - Train Num_value_predictions: 20.0000
993
+ 2025-12-04 18:47:46 - INFO - Train Policy_error: 0.5229
994
+ 2025-12-04 18:47:46 - INFO - Train Policy_loss: 2.8296
995
+ 2025-12-04 18:47:46 - INFO - Train Value_loss: 13.2178
996
+ 2025-12-04 18:47:46 - INFO - Train Value_mae: 3.3659
997
+ 2025-12-04 18:47:46 - INFO - Train Value_mse: 13.2178
998
+ 2025-12-04 18:47:46 - INFO - Val Loss: 3.5384
999
+ 2025-12-04 18:47:46 - INFO - Val Num_policy_tokens: 7726.2727
1000
+ 2025-12-04 18:47:46 - INFO - Val Num_value_predictions: 19.2727
1001
+ 2025-12-04 18:47:46 - INFO - Val Policy_error: 0.5093
1002
+ 2025-12-04 18:47:46 - INFO - Val Policy_loss: 2.7912
1003
+ 2025-12-04 18:47:46 - INFO - Val Value_loss: 12.4119
1004
+ 2025-12-04 18:47:46 - INFO - Val Value_mae: 3.2628
1005
+ 2025-12-04 18:47:46 - INFO - Val Value_mse: 12.4119
1006
+ 2025-12-04 18:56:11 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1007
+ 2025-12-04 18:56:13 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1008
+ 2025-12-04 18:56:13 - INFO -
1009
+ 2025-12-04 18:56:13 - INFO - Epoch 43/50 Summary:
1010
+ 2025-12-04 18:56:13 - INFO - Train Loss: 3.6233
1011
+ 2025-12-04 18:56:13 - INFO - Train Num_policy_tokens: 7983.0896
1012
+ 2025-12-04 18:56:13 - INFO - Train Num_value_predictions: 20.0000
1013
+ 2025-12-04 18:56:13 - INFO - Train Policy_error: 0.5230
1014
+ 2025-12-04 18:56:13 - INFO - Train Policy_loss: 2.8293
1015
+ 2025-12-04 18:56:13 - INFO - Train Value_loss: 13.2357
1016
+ 2025-12-04 18:56:13 - INFO - Train Value_mae: 3.3672
1017
+ 2025-12-04 18:56:13 - INFO - Train Value_mse: 13.2357
1018
+ 2025-12-04 18:56:13 - INFO - Val Loss: 3.5369
1019
+ 2025-12-04 18:56:13 - INFO - Val Num_policy_tokens: 7726.2727
1020
+ 2025-12-04 18:56:13 - INFO - Val Num_value_predictions: 19.2727
1021
+ 2025-12-04 18:56:13 - INFO - Val Policy_error: 0.5094
1022
+ 2025-12-04 18:56:13 - INFO - Val Policy_loss: 2.7912
1023
+ 2025-12-04 18:56:13 - INFO - Val Value_loss: 12.4006
1024
+ 2025-12-04 18:56:13 - INFO - Val Value_mae: 3.2614
1025
+ 2025-12-04 18:56:13 - INFO - Val Value_mse: 12.4006
1026
+ 2025-12-04 19:04:37 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1027
+ 2025-12-04 19:04:39 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1028
+ 2025-12-04 19:04:39 - INFO -
1029
+ 2025-12-04 19:04:39 - INFO - Epoch 44/50 Summary:
1030
+ 2025-12-04 19:04:39 - INFO - Train Loss: 3.6220
1031
+ 2025-12-04 19:04:39 - INFO - Train Num_policy_tokens: 7984.8507
1032
+ 2025-12-04 19:04:39 - INFO - Train Num_value_predictions: 20.0000
1033
+ 2025-12-04 19:04:39 - INFO - Train Policy_error: 0.5231
1034
+ 2025-12-04 19:04:39 - INFO - Train Policy_loss: 2.8290
1035
+ 2025-12-04 19:04:39 - INFO - Train Value_loss: 13.2170
1036
+ 2025-12-04 19:04:39 - INFO - Train Value_mae: 3.3656
1037
+ 2025-12-04 19:04:39 - INFO - Train Value_mse: 13.2170
1038
+ 2025-12-04 19:04:39 - INFO - Val Loss: 3.5369
1039
+ 2025-12-04 19:04:39 - INFO - Val Num_policy_tokens: 7726.2727
1040
+ 2025-12-04 19:04:39 - INFO - Val Num_value_predictions: 19.2727
1041
+ 2025-12-04 19:04:39 - INFO - Val Policy_error: 0.5090
1042
+ 2025-12-04 19:04:39 - INFO - Val Policy_loss: 2.7912
1043
+ 2025-12-04 19:04:39 - INFO - Val Value_loss: 12.4006
1044
+ 2025-12-04 19:04:39 - INFO - Val Value_mae: 3.2614
1045
+ 2025-12-04 19:04:39 - INFO - Val Value_mse: 12.4006
1046
+ 2025-12-04 19:13:05 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1047
+ 2025-12-04 19:13:07 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1048
+ 2025-12-04 19:13:07 - INFO -
1049
+ 2025-12-04 19:13:07 - INFO - Epoch 45/50 Summary:
1050
+ 2025-12-04 19:13:07 - INFO - Train Loss: 3.6217
1051
+ 2025-12-04 19:13:07 - INFO - Train Num_policy_tokens: 7985.3966
1052
+ 2025-12-04 19:13:07 - INFO - Train Num_value_predictions: 20.0000
1053
+ 2025-12-04 19:13:07 - INFO - Train Policy_error: 0.5228
1054
+ 2025-12-04 19:13:07 - INFO - Train Policy_loss: 2.8284
1055
+ 2025-12-04 19:13:07 - INFO - Train Value_loss: 13.2328
1056
+ 2025-12-04 19:13:07 - INFO - Train Value_mae: 3.3688
1057
+ 2025-12-04 19:13:07 - INFO - Train Value_mse: 13.2328
1058
+ 2025-12-04 19:13:07 - INFO - Val Loss: 3.5369
1059
+ 2025-12-04 19:13:07 - INFO - Val Num_policy_tokens: 7726.2727
1060
+ 2025-12-04 19:13:07 - INFO - Val Num_value_predictions: 19.2727
1061
+ 2025-12-04 19:13:07 - INFO - Val Policy_error: 0.5094
1062
+ 2025-12-04 19:13:07 - INFO - Val Policy_loss: 2.7912
1063
+ 2025-12-04 19:13:07 - INFO - Val Value_loss: 12.4034
1064
+ 2025-12-04 19:13:07 - INFO - Val Value_mae: 3.2614
1065
+ 2025-12-04 19:13:07 - INFO - Val Value_mse: 12.4034
1066
+ 2025-12-04 19:21:33 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1067
+ 2025-12-04 19:21:35 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1068
+ 2025-12-04 19:21:35 - INFO -
1069
+ 2025-12-04 19:21:35 - INFO - Epoch 46/50 Summary:
1070
+ 2025-12-04 19:21:35 - INFO - Train Loss: 3.6237
1071
+ 2025-12-04 19:21:35 - INFO - Train Num_policy_tokens: 7983.4307
1072
+ 2025-12-04 19:21:35 - INFO - Train Num_value_predictions: 20.0000
1073
+ 2025-12-04 19:21:35 - INFO - Train Policy_error: 0.5231
1074
+ 2025-12-04 19:21:35 - INFO - Train Policy_loss: 2.8290
1075
+ 2025-12-04 19:21:35 - INFO - Train Value_loss: 13.2440
1076
+ 2025-12-04 19:21:35 - INFO - Train Value_mae: 3.3698
1077
+ 2025-12-04 19:21:35 - INFO - Train Value_mse: 13.2440
1078
+ 2025-12-04 19:21:35 - INFO - Val Loss: 3.5384
1079
+ 2025-12-04 19:21:35 - INFO - Val Num_policy_tokens: 7726.2727
1080
+ 2025-12-04 19:21:35 - INFO - Val Num_value_predictions: 19.2727
1081
+ 2025-12-04 19:21:35 - INFO - Val Policy_error: 0.5090
1082
+ 2025-12-04 19:21:35 - INFO - Val Policy_loss: 2.7912
1083
+ 2025-12-04 19:21:35 - INFO - Val Value_loss: 12.4119
1084
+ 2025-12-04 19:21:35 - INFO - Val Value_mae: 3.2628
1085
+ 2025-12-04 19:21:35 - INFO - Val Value_mse: 12.4119
1086
+ 2025-12-04 19:30:00 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1087
+ 2025-12-04 19:30:02 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1088
+ 2025-12-04 19:30:02 - INFO -
1089
+ 2025-12-04 19:30:02 - INFO - Epoch 47/50 Summary:
1090
+ 2025-12-04 19:30:02 - INFO - Train Loss: 3.6228
1091
+ 2025-12-04 19:30:02 - INFO - Train Num_policy_tokens: 7981.5800
1092
+ 2025-12-04 19:30:02 - INFO - Train Num_value_predictions: 20.0000
1093
+ 2025-12-04 19:30:02 - INFO - Train Policy_error: 0.5228
1094
+ 2025-12-04 19:30:02 - INFO - Train Policy_loss: 2.8289
1095
+ 2025-12-04 19:30:02 - INFO - Train Value_loss: 13.2293
1096
+ 2025-12-04 19:30:02 - INFO - Train Value_mae: 3.3675
1097
+ 2025-12-04 19:30:02 - INFO - Train Value_mse: 13.2293
1098
+ 2025-12-04 19:30:02 - INFO - Val Loss: 3.5355
1099
+ 2025-12-04 19:30:02 - INFO - Val Num_policy_tokens: 7726.2727
1100
+ 2025-12-04 19:30:02 - INFO - Val Num_value_predictions: 19.2727
1101
+ 2025-12-04 19:30:02 - INFO - Val Policy_error: 0.5061
1102
+ 2025-12-04 19:30:02 - INFO - Val Policy_loss: 2.7912
1103
+ 2025-12-04 19:30:02 - INFO - Val Value_loss: 12.3835
1104
+ 2025-12-04 19:30:02 - INFO - Val Value_mae: 3.2599
1105
+ 2025-12-04 19:30:02 - INFO - Val Value_mse: 12.3835
1106
+ 2025-12-04 19:38:28 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1107
+ 2025-12-04 19:38:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1108
+ 2025-12-04 19:38:30 - INFO -
1109
+ 2025-12-04 19:38:30 - INFO - Epoch 48/50 Summary:
1110
+ 2025-12-04 19:38:30 - INFO - Train Loss: 3.6212
1111
+ 2025-12-04 19:38:30 - INFO - Train Num_policy_tokens: 7983.5842
1112
+ 2025-12-04 19:38:30 - INFO - Train Num_value_predictions: 20.0000
1113
+ 2025-12-04 19:38:30 - INFO - Train Policy_error: 0.5228
1114
+ 2025-12-04 19:38:30 - INFO - Train Policy_loss: 2.8288
1115
+ 2025-12-04 19:38:30 - INFO - Train Value_loss: 13.2130
1116
+ 2025-12-04 19:38:30 - INFO - Train Value_mae: 3.3658
1117
+ 2025-12-04 19:38:30 - INFO - Train Value_mse: 13.2130
1118
+ 2025-12-04 19:38:30 - INFO - Val Loss: 3.5355
1119
+ 2025-12-04 19:38:30 - INFO - Val Num_policy_tokens: 7726.2727
1120
+ 2025-12-04 19:38:30 - INFO - Val Num_value_predictions: 19.2727
1121
+ 2025-12-04 19:38:30 - INFO - Val Policy_error: 0.5061
1122
+ 2025-12-04 19:38:30 - INFO - Val Policy_loss: 2.7898
1123
+ 2025-12-04 19:38:30 - INFO - Val Value_loss: 12.3892
1124
+ 2025-12-04 19:38:30 - INFO - Val Value_mae: 3.2614
1125
+ 2025-12-04 19:38:30 - INFO - Val Value_mse: 12.3892
1126
+ 2025-12-04 19:46:54 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1127
+ 2025-12-04 19:46:56 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1128
+ 2025-12-04 19:46:56 - INFO -
1129
+ 2025-12-04 19:46:56 - INFO - Epoch 49/50 Summary:
1130
+ 2025-12-04 19:46:56 - INFO - Train Loss: 3.6218
1131
+ 2025-12-04 19:46:56 - INFO - Train Num_policy_tokens: 7985.3539
1132
+ 2025-12-04 19:46:56 - INFO - Train Num_value_predictions: 20.0000
1133
+ 2025-12-04 19:46:56 - INFO - Train Policy_error: 0.5228
1134
+ 2025-12-04 19:46:56 - INFO - Train Policy_loss: 2.8286
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+ 2025-12-04 19:46:56 - INFO - Train Value_loss: 13.2247
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1137
+ 2025-12-04 19:46:56 - INFO - Train Value_mse: 13.2247
1138
+ 2025-12-04 19:46:56 - INFO - Val Loss: 3.5384
1139
+ 2025-12-04 19:46:56 - INFO - Val Num_policy_tokens: 7726.2727
1140
+ 2025-12-04 19:46:56 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 19:46:56 - INFO - Val Policy_error: 0.5093
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+ 2025-12-04 19:46:56 - INFO - Val Policy_loss: 2.7912
1143
+ 2025-12-04 19:46:56 - INFO - Val Value_loss: 12.4119
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+ 2025-12-04 19:46:56 - INFO - Val Value_mae: 3.2599
1145
+ 2025-12-04 19:46:56 - INFO - Val Value_mse: 12.4119
1146
+ 2025-12-04 19:55:21 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1147
+ 2025-12-04 19:55:23 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr100/checkpoints/latest.chkpt
1148
+ 2025-12-04 19:55:23 - INFO -
1149
+ 2025-12-04 19:55:23 - INFO - Epoch 50/50 Summary:
1150
+ 2025-12-04 19:55:23 - INFO - Train Loss: 3.6232
1151
+ 2025-12-04 19:55:23 - INFO - Train Num_policy_tokens: 7980.4691
1152
+ 2025-12-04 19:55:23 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 19:55:23 - INFO - Train Policy_error: 0.5231
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+ 2025-12-04 19:55:23 - INFO - Train Policy_loss: 2.8295
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+ 2025-12-04 19:55:23 - INFO - Train Value_loss: 13.2289
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+ 2025-12-04 19:55:23 - INFO - Train Value_mse: 13.2289
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+ 2025-12-04 19:55:23 - INFO - Val Loss: 3.5384
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+ 2025-12-04 19:55:23 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 19:55:23 - INFO - Val Num_value_predictions: 19.2727
1161
+ 2025-12-04 19:55:23 - INFO - Val Policy_error: 0.5061
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+ 2025-12-04 19:55:23 - INFO - Val Policy_loss: 2.7926
1163
+ 2025-12-04 19:55:23 - INFO - Val Value_loss: 12.4062
1164
+ 2025-12-04 19:55:23 - INFO - Val Value_mae: 3.2614
1165
+ 2025-12-04 19:55:23 - INFO - Val Value_mse: 12.4062
1166
+ 2025-12-04 19:55:28 - INFO - TensorBoard writer closed
1167
+ 2025-12-04 19:55:28 - INFO -
1168
+ 2025-12-04 19:55:28 - INFO - ================================================================================
1169
+ 2025-12-04 19:55:28 - INFO - Training Complete
1170
+ 2025-12-04 19:55:28 - INFO - ================================================================================
1171
+ 2025-12-04 19:55:28 - INFO -
1172
+ 2025-12-04 19:55:28 - INFO - Training completed successfully!
trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/config.yaml ADDED
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1
+ id: trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000
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+ desc:
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+ - attention mask fixed
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+ - 'scheduler.lr_mul: 2000'
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+ - 'model_config.lambda_value: 0.06'
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+ - 'training.warmup_steps: 50'
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+ paths:
8
+ root: /root/work/trigoRL
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+ data: /root/data
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+ output: /root/training
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+ data:
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+ type: TGNValueDataset
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+ data_dir: /root/data/tgn/251129-sp
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+ max_length: 8192
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+ min_length: 10
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+ val_split: 49/50
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+ loader:
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+ batch_size: 20
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+ shuffle: true
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+ num_workers: 0
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+ pin_memory: true
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+ model:
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+ type: ValueCausalLoss
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+ config:
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+ type: GPT2CausalLM
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+ config:
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+ vocab_size: 128
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+ hidden_size: 64
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+ num_layers: 6
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+ num_heads: 8
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+ max_seq_len: 8192
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+ dropout: 0.1
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+ activation: gelu_new
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+ intermediate_size: 256
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+ layer_norm_eps: 1.0e-05
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+ use_cache: true
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+ value_head_config:
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+ hidden_dim: 64
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+ intermediate_dim: 128
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+ bottleneck_dim: 64
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+ dropout: 0.1
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+ lambda_policy: 1.0
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+ lambda_value: 0.06
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+ gamma: 0.99
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+ territory_value_factor: 1.0
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+ ignore_index: 0
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+ value_id: 3
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+ pad_id: 0
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+ label_smoothing: 0.1
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+ training:
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+ epochs: 50
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+ learning_rate: 0.0001
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+ weight_decay: 0.01
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+ warmup_steps: 50
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+ max_grad_norm: 1.0
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+ gradient_accumulation_steps: 1
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+ dtype: bfloat16
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+ scheduler:
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+ type: inverse_sqrt
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+ d_model: 64
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+ lr_mul: 2000.0
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+ save_frequency: 1
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+ keep_n_checkpoints: 3
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+ save_mode: best
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+ monitor:
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+ field: val_loss
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+ mode: min
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+ log_frequency: 160
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+ wandb:
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+ enabled: true
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+ tags:
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+ - gpt2
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+ - value-head
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+ - dual-head
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+ - rl-discount
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+ tensorboard:
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+ enabled: true
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+ env:
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+ CUDA_VISIBLE_DEVICES: 6
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+ eval:
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+ eval_frequency: 1
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+ eval_batches: 50
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+ device: cuda
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+ seed: 42
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+ deterministic: true
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1
+ 2025-12-04 11:31:12 - INFO - ================================================================================
2
+ 2025-12-04 11:31:12 - INFO - Attention Language Model Training
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+ 2025-12-04 11:31:12 - INFO - ================================================================================
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+ 2025-12-04 11:31:12 - INFO - Experiment ID: trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000
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+ 2025-12-04 11:31:12 - INFO - Output directory: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000
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+ 2025-12-04 11:31:12 - INFO - Config saved to: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/config.yaml
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+ 2025-12-04 11:31:12 - INFO - Log file: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/train.log
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+ 2025-12-04 11:31:12 - INFO -
9
+ 2025-12-04 11:31:12 - INFO - Configuration:
10
+ 2025-12-04 11:31:12 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
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+ desc:
12
+ - attention mask fixed
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+ - 'scheduler.lr_mul: 2000'
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+ - 'model_config.lambda_value: 0.06'
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+ - 'training.warmup_steps: 50'
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+ paths:
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+ root: .
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+ data: /root/data
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+ output: /root/training
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+ data:
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+ type: TGNValueDataset
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+ data_dir: ${paths.data}/tgn/251129-sp/
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+ max_length: 8192
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+ min_length: 10
25
+ max_file_size: 10000
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+ tokenizer_config: {}
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+ train_split: '*1..48/50'
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+ val_split: 49/50
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+ loader:
30
+ batch_size: 20
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+ shuffle: true
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+ num_workers: 0
33
+ pin_memory: true
34
+ model:
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+ type: ValueCausalLoss
36
+ config:
37
+ model_config:
38
+ type: GPT2CausalLM
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+ config:
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+ vocab_size: 128
41
+ hidden_size: 64
42
+ num_layers: 6
43
+ num_heads: 8
44
+ max_seq_len: 8192
45
+ dropout: 0.1
46
+ activation: gelu_new
47
+ intermediate_size: 256
48
+ layer_norm_eps: 1.0e-05
49
+ use_cache: true
50
+ value_head_config:
51
+ hidden_dim: 64
52
+ intermediate_dim: 128
53
+ bottleneck_dim: 64
54
+ dropout: 0.1
55
+ lambda_policy: 1.0
56
+ lambda_value: 0.06
57
+ gamma: 0.99
58
+ territory_value_factor: 1.0
59
+ ignore_index: 0
60
+ value_id: 3
61
+ pad_id: 0
62
+ label_smoothing: 0.1
63
+ training:
64
+ epochs: 50
65
+ learning_rate: 0.0001
66
+ weight_decay: 0.01
67
+ warmup_steps: 50
68
+ max_grad_norm: 1.0
69
+ gradient_accumulation_steps: 1
70
+ epoch_size: null
71
+ dtype: bfloat16
72
+ scheduler:
73
+ type: inverse_sqrt
74
+ d_model: 64
75
+ lr_mul: 2000.0
76
+ save_frequency: 1
77
+ keep_n_checkpoints: 3
78
+ save_mode: best
79
+ monitor:
80
+ field: val_loss
81
+ mode: min
82
+ log_frequency: 160
83
+ wandb:
84
+ enabled: true
85
+ tags:
86
+ - gpt2
87
+ - value-head
88
+ - dual-head
89
+ - rl-discount
90
+ tensorboard:
91
+ enabled: true
92
+ env:
93
+ CUDA_VISIBLE_DEVICES: 6
94
+ eval:
95
+ eval_frequency: 1
96
+ eval_batches: 50
97
+ device: cuda
98
+ seed: 42
99
+ deterministic: true
100
+
101
+ 2025-12-04 11:31:12 - INFO - ================================================================================
102
+ 2025-12-04 11:31:12 - INFO - Setting Random Seeds
103
+ 2025-12-04 11:31:12 - INFO - ================================================================================
104
+ 2025-12-04 11:31:13 - INFO - Seed: 42
105
+ 2025-12-04 11:31:13 - INFO - Deterministic: True
106
+ 2025-12-04 11:31:13 - INFO -
107
+ 2025-12-04 11:31:13 - INFO - Device: cuda
108
+ 2025-12-04 11:31:13 - INFO - GPU: NVIDIA GeForce RTX 4090
109
+ 2025-12-04 11:31:13 - INFO - Memory: 25.25 GB
110
+ 2025-12-04 11:31:13 - INFO - ================================================================================
111
+ 2025-12-04 11:31:13 - INFO - Creating Datasets
112
+ 2025-12-04 11:31:13 - INFO - ================================================================================
113
+ 2025-12-04 11:31:13 - INFO -
114
+ 2025-12-04 11:31:13 - INFO - Datasets created:
115
+ 2025-12-04 11:31:13 - INFO - Training: 9391 samples, 469 batches
116
+ 2025-12-04 11:31:13 - INFO - Validation: 212 samples, 11 batches
117
+ 2025-12-04 11:31:13 - INFO -
118
+ 2025-12-04 11:31:13 - INFO - ================================================================================
119
+ 2025-12-04 11:31:13 - INFO - Creating Trainer
120
+ 2025-12-04 11:31:13 - INFO - ================================================================================
121
+ 2025-12-04 11:31:13 - INFO -
122
+ 2025-12-04 11:31:13 - INFO - Setting trainer environment variables from config:
123
+ 2025-12-04 11:31:13 - INFO - CUDA_VISIBLE_DEVICES: 3 (already set, not overriding)
124
+ 2025-12-04 11:31:13 - INFO - ================================================================================
125
+ 2025-12-04 11:31:13 - INFO - Creating Model
126
+ 2025-12-04 11:31:13 - INFO - ================================================================================
127
+ 2025-12-04 11:31:13 - INFO - Converting model to dtype: torch.bfloat16
128
+ 2025-12-04 11:31:13 - INFO -
129
+ 2025-12-04 11:31:13 - INFO - Model created:
130
+ 2025-12-04 11:31:13 - INFO - Type: ValueCausalLoss
131
+ 2025-12-04 11:31:13 - INFO - Base model: GPT2CausalLM
132
+ 2025-12-04 11:31:13 - INFO - Total parameters: 849,537
133
+ 2025-12-04 11:31:13 - INFO - Trainable parameters: 849,537
134
+ 2025-12-04 11:31:13 - INFO - Dtype: torch.bfloat16
135
+ 2025-12-04 11:31:16 - INFO -
136
+ 2025-12-04 11:31:16 - INFO - Trainer initialized:
137
+ 2025-12-04 11:31:16 - INFO - Device: cuda
138
+ 2025-12-04 11:31:16 - INFO - Checkpoint dir: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints
139
+ 2025-12-04 11:31:16 - INFO - Training samples: 9391
140
+ 2025-12-04 11:31:16 - INFO - Validation samples: 212
141
+ 2025-12-04 11:31:16 - INFO - Batch size: 20
142
+ 2025-12-04 11:31:16 - INFO - Gradient accumulation steps: 1
143
+ 2025-12-04 11:31:16 - INFO - Effective batch size: 20
144
+ 2025-12-04 11:31:16 - INFO - Epoch size: full dataset (469 batches)
145
+ 2025-12-04 11:31:16 - INFO - Epochs: 50
146
+ 2025-12-04 11:31:16 - INFO - Learning rate: 0.0001
147
+ 2025-12-04 11:31:16 - INFO - Warmup steps: 50
148
+ 2025-12-04 11:31:16 - INFO - Log frequency: every 160 examples
149
+ 2025-12-04 11:31:16 - INFO - Wandb logging: enabled
150
+ 2025-12-04 11:31:16 - INFO - TensorBoard logging: enabled
151
+ 2025-12-04 11:31:16 - INFO -
152
+ 2025-12-04 11:31:16 - INFO - ================================================================================
153
+ 2025-12-04 11:31:16 - INFO - Starting Training
154
+ 2025-12-04 11:31:16 - INFO - ================================================================================
155
+ 2025-12-04 11:31:16 - INFO -
156
+ 2025-12-04 11:31:16 - INFO - Evaluating initial model (epoch 0)...
157
+ 2025-12-04 11:31:19 - INFO -
158
+ 2025-12-04 11:31:19 - INFO - Initial model metrics:
159
+ 2025-12-04 11:31:19 - INFO - Loss: 5.6222
160
+ 2025-12-04 11:31:19 - INFO - Num_policy_tokens: 7726.2727
161
+ 2025-12-04 11:31:19 - INFO - Num_value_predictions: 19.2727
162
+ 2025-12-04 11:31:19 - INFO - Policy_error: 0.9551
163
+ 2025-12-04 11:31:19 - INFO - Policy_loss: 4.8494
164
+ 2025-12-04 11:31:19 - INFO - Value_loss: 12.8920
165
+ 2025-12-04 11:31:19 - INFO - Value_mae: 3.3139
166
+ 2025-12-04 11:31:19 - INFO - Value_mse: 12.8920
167
+ 2025-12-04 11:31:19 - INFO -
168
+ 2025-12-04 11:39:44 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/ep0000_val_loss_2.4787.chkpt
169
+ 2025-12-04 11:39:46 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/ep0000_val_loss_2.4787.chkpt
170
+ 2025-12-04 11:39:46 - INFO -
171
+ 2025-12-04 11:39:46 - INFO - Epoch 1/50 Summary:
172
+ 2025-12-04 11:39:46 - INFO - Train Loss: 2.8528
173
+ 2025-12-04 11:39:46 - INFO - Train Num_policy_tokens: 7984.3454
174
+ 2025-12-04 11:39:46 - INFO - Train Num_value_predictions: 20.0000
175
+ 2025-12-04 11:39:46 - INFO - Train Policy_error: 0.4328
176
+ 2025-12-04 11:39:46 - INFO - Train Policy_loss: 2.0551
177
+ 2025-12-04 11:39:46 - INFO - Train Value_loss: 13.3022
178
+ 2025-12-04 11:39:46 - INFO - Train Value_mae: 3.3735
179
+ 2025-12-04 11:39:46 - INFO - Train Value_mse: 13.3022
180
+ 2025-12-04 11:39:46 - INFO - Val Loss: 2.4787
181
+ 2025-12-04 11:39:46 - INFO - Val Num_policy_tokens: 7726.2727
182
+ 2025-12-04 11:39:46 - INFO - Val Num_value_predictions: 19.2727
183
+ 2025-12-04 11:39:46 - INFO - Val Policy_error: 0.3528
184
+ 2025-12-04 11:39:46 - INFO - Val Policy_loss: 1.7287
185
+ 2025-12-04 11:39:46 - INFO - Val Value_loss: 12.4858
186
+ 2025-12-04 11:39:46 - INFO - Val Value_mae: 3.2670
187
+ 2025-12-04 11:39:46 - INFO - Val Value_mse: 12.4858
188
+ 2025-12-04 11:48:11 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
189
+ 2025-12-04 11:48:13 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
190
+ 2025-12-04 11:48:13 - INFO -
191
+ 2025-12-04 11:48:13 - INFO - Epoch 2/50 Summary:
192
+ 2025-12-04 11:48:13 - INFO - Train Loss: 3.4484
193
+ 2025-12-04 11:48:13 - INFO - Train Num_policy_tokens: 7983.6162
194
+ 2025-12-04 11:48:13 - INFO - Train Num_value_predictions: 20.0000
195
+ 2025-12-04 11:48:13 - INFO - Train Policy_error: 0.6126
196
+ 2025-12-04 11:48:13 - INFO - Train Policy_loss: 2.6542
197
+ 2025-12-04 11:48:13 - INFO - Train Value_loss: 13.2425
198
+ 2025-12-04 11:48:13 - INFO - Train Value_mae: 3.3733
199
+ 2025-12-04 11:48:13 - INFO - Train Value_mse: 13.2425
200
+ 2025-12-04 11:48:13 - INFO - Val Loss: 3.4347
201
+ 2025-12-04 11:48:13 - INFO - Val Num_policy_tokens: 7726.2727
202
+ 2025-12-04 11:48:13 - INFO - Val Num_value_predictions: 19.2727
203
+ 2025-12-04 11:48:13 - INFO - Val Policy_error: 0.6211
204
+ 2025-12-04 11:48:13 - INFO - Val Policy_loss: 2.6847
205
+ 2025-12-04 11:48:13 - INFO - Val Value_loss: 12.4801
206
+ 2025-12-04 11:48:13 - INFO - Val Value_mae: 3.2656
207
+ 2025-12-04 11:48:13 - INFO - Val Value_mse: 12.4801
208
+ 2025-12-04 11:56:37 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
209
+ 2025-12-04 11:56:39 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
210
+ 2025-12-04 11:56:39 - INFO -
211
+ 2025-12-04 11:56:39 - INFO - Epoch 3/50 Summary:
212
+ 2025-12-04 11:56:39 - INFO - Train Loss: 3.6012
213
+ 2025-12-04 11:56:39 - INFO - Train Num_policy_tokens: 7982.3284
214
+ 2025-12-04 11:56:39 - INFO - Train Num_value_predictions: 20.0000
215
+ 2025-12-04 11:56:39 - INFO - Train Policy_error: 0.6749
216
+ 2025-12-04 11:56:39 - INFO - Train Policy_loss: 2.8068
217
+ 2025-12-04 11:56:39 - INFO - Train Value_loss: 13.2371
218
+ 2025-12-04 11:56:39 - INFO - Train Value_mae: 3.3724
219
+ 2025-12-04 11:56:39 - INFO - Train Value_mse: 13.2371
220
+ 2025-12-04 11:56:39 - INFO - Val Loss: 3.4077
221
+ 2025-12-04 11:56:39 - INFO - Val Num_policy_tokens: 7726.2727
222
+ 2025-12-04 11:56:39 - INFO - Val Num_value_predictions: 19.2727
223
+ 2025-12-04 11:56:39 - INFO - Val Policy_error: 0.6547
224
+ 2025-12-04 11:56:39 - INFO - Val Policy_loss: 2.6591
225
+ 2025-12-04 11:56:39 - INFO - Val Value_loss: 12.4801
226
+ 2025-12-04 11:56:39 - INFO - Val Value_mae: 3.2656
227
+ 2025-12-04 11:56:39 - INFO - Val Value_mse: 12.4801
228
+ 2025-12-04 12:05:04 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
229
+ 2025-12-04 12:05:06 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
230
+ 2025-12-04 12:05:06 - INFO -
231
+ 2025-12-04 12:05:06 - INFO - Epoch 4/50 Summary:
232
+ 2025-12-04 12:05:06 - INFO - Train Loss: 3.5349
233
+ 2025-12-04 12:05:06 - INFO - Train Num_policy_tokens: 7985.4584
234
+ 2025-12-04 12:05:06 - INFO - Train Num_value_predictions: 20.0000
235
+ 2025-12-04 12:05:06 - INFO - Train Policy_error: 0.6556
236
+ 2025-12-04 12:05:06 - INFO - Train Policy_loss: 2.7406
237
+ 2025-12-04 12:05:06 - INFO - Train Value_loss: 13.2396
238
+ 2025-12-04 12:05:06 - INFO - Train Value_mae: 3.3723
239
+ 2025-12-04 12:05:06 - INFO - Train Value_mse: 13.2396
240
+ 2025-12-04 12:05:06 - INFO - Val Loss: 3.4446
241
+ 2025-12-04 12:05:06 - INFO - Val Num_policy_tokens: 7726.2727
242
+ 2025-12-04 12:05:06 - INFO - Val Num_value_predictions: 19.2727
243
+ 2025-12-04 12:05:06 - INFO - Val Policy_error: 0.6521
244
+ 2025-12-04 12:05:06 - INFO - Val Policy_loss: 2.6960
245
+ 2025-12-04 12:05:06 - INFO - Val Value_loss: 12.4801
246
+ 2025-12-04 12:05:06 - INFO - Val Value_mae: 3.2656
247
+ 2025-12-04 12:05:06 - INFO - Val Value_mse: 12.4801
248
+ 2025-12-04 12:13:30 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
249
+ 2025-12-04 12:13:32 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
250
+ 2025-12-04 12:13:32 - INFO -
251
+ 2025-12-04 12:13:32 - INFO - Epoch 5/50 Summary:
252
+ 2025-12-04 12:13:32 - INFO - Train Loss: 3.4471
253
+ 2025-12-04 12:13:32 - INFO - Train Num_policy_tokens: 7980.9574
254
+ 2025-12-04 12:13:32 - INFO - Train Num_value_predictions: 20.0000
255
+ 2025-12-04 12:13:32 - INFO - Train Policy_error: 0.6259
256
+ 2025-12-04 12:13:32 - INFO - Train Policy_loss: 2.6522
257
+ 2025-12-04 12:13:32 - INFO - Train Value_loss: 13.2501
258
+ 2025-12-04 12:13:32 - INFO - Train Value_mae: 3.3743
259
+ 2025-12-04 12:13:32 - INFO - Train Value_mse: 13.2501
260
+ 2025-12-04 12:13:32 - INFO - Val Loss: 3.1392
261
+ 2025-12-04 12:13:32 - INFO - Val Num_policy_tokens: 7726.2727
262
+ 2025-12-04 12:13:32 - INFO - Val Num_value_predictions: 19.2727
263
+ 2025-12-04 12:13:32 - INFO - Val Policy_error: 0.5463
264
+ 2025-12-04 12:13:32 - INFO - Val Policy_loss: 2.3892
265
+ 2025-12-04 12:13:32 - INFO - Val Value_loss: 12.4801
266
+ 2025-12-04 12:13:32 - INFO - Val Value_mae: 3.2656
267
+ 2025-12-04 12:13:32 - INFO - Val Value_mse: 12.4801
268
+ 2025-12-04 12:21:56 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
269
+ 2025-12-04 12:21:58 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
270
+ 2025-12-04 12:21:58 - INFO -
271
+ 2025-12-04 12:21:58 - INFO - Epoch 6/50 Summary:
272
+ 2025-12-04 12:21:58 - INFO - Train Loss: 3.3431
273
+ 2025-12-04 12:21:58 - INFO - Train Num_policy_tokens: 7976.2857
274
+ 2025-12-04 12:21:58 - INFO - Train Num_value_predictions: 20.0000
275
+ 2025-12-04 12:21:58 - INFO - Train Policy_error: 0.5921
276
+ 2025-12-04 12:21:58 - INFO - Train Policy_loss: 2.5492
277
+ 2025-12-04 12:21:58 - INFO - Train Value_loss: 13.2368
278
+ 2025-12-04 12:21:58 - INFO - Train Value_mae: 3.3722
279
+ 2025-12-04 12:21:58 - INFO - Train Value_mse: 13.2368
280
+ 2025-12-04 12:21:58 - INFO - Val Loss: 3.1108
281
+ 2025-12-04 12:21:58 - INFO - Val Num_policy_tokens: 7726.2727
282
+ 2025-12-04 12:21:58 - INFO - Val Num_value_predictions: 19.2727
283
+ 2025-12-04 12:21:58 - INFO - Val Policy_error: 0.5328
284
+ 2025-12-04 12:21:58 - INFO - Val Policy_loss: 2.3622
285
+ 2025-12-04 12:21:58 - INFO - Val Value_loss: 12.4801
286
+ 2025-12-04 12:21:58 - INFO - Val Value_mae: 3.2656
287
+ 2025-12-04 12:21:58 - INFO - Val Value_mse: 12.4801
288
+ 2025-12-04 12:30:22 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
289
+ 2025-12-04 12:30:24 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr2000/checkpoints/latest.chkpt
290
+ 2025-12-04 12:30:24 - INFO -
291
+ 2025-12-04 12:30:24 - INFO - Epoch 7/50 Summary:
292
+ 2025-12-04 12:30:24 - INFO - Train Loss: 3.3530
293
+ 2025-12-04 12:30:24 - INFO - Train Num_policy_tokens: 7978.5800
294
+ 2025-12-04 12:30:24 - INFO - Train Num_value_predictions: 20.0000
295
+ 2025-12-04 12:30:24 - INFO - Train Policy_error: 0.5939
296
+ 2025-12-04 12:30:24 - INFO - Train Policy_loss: 2.5590
297
+ 2025-12-04 12:30:24 - INFO - Train Value_loss: 13.2325
298
+ 2025-12-04 12:30:24 - INFO - Train Value_mae: 3.3723
299
+ 2025-12-04 12:30:24 - INFO - Train Value_mse: 13.2325
300
+ 2025-12-04 12:30:24 - INFO - Val Loss: 3.0611
301
+ 2025-12-04 12:30:24 - INFO - Val Num_policy_tokens: 7726.2727
302
+ 2025-12-04 12:30:24 - INFO - Val Num_value_predictions: 19.2727
303
+ 2025-12-04 12:30:24 - INFO - Val Policy_error: 0.5098
304
+ 2025-12-04 12:30:24 - INFO - Val Policy_loss: 2.3111
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+ 2025-12-04 12:30:24 - INFO - Val Value_loss: 12.4801
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+ 2025-12-04 12:30:24 - INFO - Val Value_mae: 3.2656
307
+ 2025-12-04 12:30:24 - INFO - Val Value_mse: 12.4801
308
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+ 2025-12-04 12:38:50 - INFO -
311
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312
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313
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314
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+ 2025-12-04 12:47:16 - INFO -
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333
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+ 2025-12-04 11:32:11 - INFO - Experiment ID: trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500
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+ 2025-12-04 11:32:11 - INFO - Output directory: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500
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+ 2025-12-04 11:32:11 - INFO - ================================================================================
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+ 2025-12-04 11:32:11 - INFO - Setting Random Seeds
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+ 2025-12-04 11:32:11 - INFO - ================================================================================
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+ 2025-12-04 11:32:11 - INFO - Seed: 42
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+ 2025-12-04 11:32:11 - INFO - Deterministic: True
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+ 2025-12-04 11:32:11 - INFO -
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+ 2025-12-04 11:32:11 - INFO - Device: cuda
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+ 2025-12-04 11:32:11 - INFO - GPU: NVIDIA GeForce RTX 4090
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+ 2025-12-04 11:32:11 - INFO - Memory: 25.25 GB
108
+ 2025-12-04 11:32:11 - INFO - ================================================================================
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+ 2025-12-04 11:32:11 - INFO - Creating Datasets
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+ 2025-12-04 11:32:11 - INFO - ================================================================================
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+ 2025-12-04 11:32:12 - INFO - Datasets created:
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+ 2025-12-04 11:32:12 - INFO - Training: 9391 samples, 469 batches
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+ 2025-12-04 11:32:12 - INFO - Validation: 212 samples, 11 batches
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+ 2025-12-04 11:32:12 - INFO - ================================================================================
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+ 2025-12-04 11:32:12 - INFO - ================================================================================
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128
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135
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+ 2025-12-04 11:32:14 - INFO - Checkpoint dir: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints
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+ 2025-12-04 11:32:14 - INFO - ================================================================================
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+ 2025-12-04 11:32:14 - INFO - Starting Training
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+ 2025-12-04 11:32:14 - INFO - ================================================================================
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+ 2025-12-04 11:32:14 - INFO - Evaluating initial model (epoch 0)...
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157
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159
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165
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166
+ 2025-12-04 11:40:46 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0000_val_loss_2.4744.chkpt
167
+ 2025-12-04 11:40:48 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0000_val_loss_2.4744.chkpt
168
+ 2025-12-04 11:40:48 - INFO -
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+ 2025-12-04 11:40:48 - INFO - Epoch 1/50 Summary:
170
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171
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172
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185
+ 2025-12-04 11:40:48 - INFO - Val Value_mse: 12.2443
186
+ 2025-12-04 11:49:18 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0001_val_loss_2.4105.chkpt
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+ 2025-12-04 11:49:20 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0001_val_loss_2.4105.chkpt
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+ 2025-12-04 11:49:20 - INFO -
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+ 2025-12-04 11:49:20 - INFO - Epoch 2/50 Summary:
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+ 2025-12-04 11:49:20 - INFO - Train Loss: 2.5208
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+ 2025-12-04 11:49:20 - INFO - Train Num_policy_tokens: 7985.1663
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+ 2025-12-04 11:49:20 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 11:49:20 - INFO - Train Policy_error: 0.3544
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+ 2025-12-04 11:49:20 - INFO - Train Policy_loss: 1.7371
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+ 2025-12-04 11:49:20 - INFO - Train Value_loss: 13.0544
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+ 2025-12-04 11:49:20 - INFO - Train Value_mae: 3.3433
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+ 2025-12-04 11:49:20 - INFO - Train Value_mse: 13.0544
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+ 2025-12-04 11:49:20 - INFO - Val Loss: 2.4105
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+ 2025-12-04 11:49:20 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 11:49:20 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 11:49:20 - INFO - Val Policy_error: 0.3406
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+ 2025-12-04 11:49:20 - INFO - Val Policy_loss: 1.6804
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+ 2025-12-04 11:49:20 - INFO - Val Value_loss: 12.1648
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+ 2025-12-04 11:49:20 - INFO - Val Value_mae: 3.2301
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+ 2025-12-04 11:49:20 - INFO - Val Value_mse: 12.1648
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+ 2025-12-04 11:57:47 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0002_val_loss_2.3935.chkpt
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+ 2025-12-04 11:57:49 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0002_val_loss_2.3935.chkpt
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+ 2025-12-04 11:57:49 - INFO -
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+ 2025-12-04 11:57:49 - INFO - Epoch 3/50 Summary:
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+ 2025-12-04 11:57:49 - INFO - Train Loss: 2.4816
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+ 2025-12-04 11:57:49 - INFO - Train Num_policy_tokens: 7981.9595
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+ 2025-12-04 11:57:49 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 11:57:49 - INFO - Train Policy_error: 0.3481
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+ 2025-12-04 11:57:49 - INFO - Train Policy_loss: 1.6993
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+ 2025-12-04 11:57:49 - INFO - Train Value_loss: 13.0389
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+ 2025-12-04 11:57:49 - INFO - Train Value_mae: 3.3481
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+ 2025-12-04 11:57:49 - INFO - Train Value_mse: 13.0389
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+ 2025-12-04 11:57:49 - INFO - Val Loss: 2.3935
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+ 2025-12-04 11:57:49 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 11:57:49 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 11:57:49 - INFO - Val Policy_error: 0.3395
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+ 2025-12-04 11:57:49 - INFO - Val Policy_loss: 1.6676
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+ 2025-12-04 11:57:49 - INFO - Val Value_loss: 12.1335
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+ 2025-12-04 11:57:49 - INFO - Val Value_mae: 3.2273
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+ 2025-12-04 11:57:49 - INFO - Val Value_mse: 12.1335
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+ 2025-12-04 12:06:18 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0003_val_loss_2.3920.chkpt
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+ 2025-12-04 12:06:20 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0003_val_loss_2.3920.chkpt
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+ 2025-12-04 12:06:20 - INFO -
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+ 2025-12-04 12:06:20 - INFO - Epoch 4/50 Summary:
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+ 2025-12-04 12:06:20 - INFO - Train Loss: 2.4678
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+ 2025-12-04 12:06:20 - INFO - Train Num_policy_tokens: 7980.8145
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+ 2025-12-04 12:06:20 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 12:06:20 - INFO - Train Policy_error: 0.3465
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+ 2025-12-04 12:06:20 - INFO - Train Policy_loss: 1.6873
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+ 2025-12-04 12:06:20 - INFO - Train Value_loss: 13.0167
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+ 2025-12-04 12:06:20 - INFO - Train Value_mae: 3.3381
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+ 2025-12-04 12:06:20 - INFO - Train Value_mse: 13.0167
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+ 2025-12-04 12:06:20 - INFO - Val Loss: 2.3920
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+ 2025-12-04 12:06:20 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 12:06:20 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 12:06:20 - INFO - Val Policy_error: 0.3388
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+ 2025-12-04 12:06:20 - INFO - Val Policy_loss: 1.6584
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+ 2025-12-04 12:06:20 - INFO - Val Value_loss: 12.2216
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+ 2025-12-04 12:06:20 - INFO - Val Value_mae: 3.2259
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+ 2025-12-04 12:06:20 - INFO - Val Value_mse: 12.2216
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+ 2025-12-04 12:14:49 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 12:14:51 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 12:14:51 - INFO -
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+ 2025-12-04 12:14:51 - INFO - Epoch 5/50 Summary:
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+ 2025-12-04 12:14:51 - INFO - Train Loss: 2.4635
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+ 2025-12-04 12:14:51 - INFO - Train Num_policy_tokens: 7976.9659
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+ 2025-12-04 12:14:51 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 12:14:51 - INFO - Train Policy_error: 0.3453
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+ 2025-12-04 12:14:51 - INFO - Train Policy_loss: 1.6814
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+ 2025-12-04 12:14:51 - INFO - Train Value_loss: 13.0313
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+ 2025-12-04 12:14:51 - INFO - Train Value_mae: 3.3414
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+ 2025-12-04 12:14:51 - INFO - Train Value_mse: 13.0313
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+ 2025-12-04 12:14:51 - INFO - Val Loss: 2.3920
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+ 2025-12-04 12:14:51 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 12:14:51 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 12:14:51 - INFO - Val Policy_error: 0.3383
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+ 2025-12-04 12:14:51 - INFO - Val Policy_loss: 1.6570
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+ 2025-12-04 12:14:51 - INFO - Val Value_loss: 12.2301
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+ 2025-12-04 12:14:51 - INFO - Val Value_mae: 3.2301
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+ 2025-12-04 12:14:51 - INFO - Val Value_mse: 12.2301
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+ 2025-12-04 12:23:20 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0005_val_loss_2.3835.chkpt
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+ 2025-12-04 12:23:22 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0005_val_loss_2.3835.chkpt
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+ 2025-12-04 12:23:22 - INFO -
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+ 2025-12-04 12:23:22 - INFO - Epoch 6/50 Summary:
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+ 2025-12-04 12:23:22 - INFO - Train Loss: 2.4582
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+ 2025-12-04 12:23:22 - INFO - Train Num_policy_tokens: 7980.2452
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+ 2025-12-04 12:23:22 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 12:23:22 - INFO - Train Policy_error: 0.3447
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+ 2025-12-04 12:23:22 - INFO - Train Policy_loss: 1.6770
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+ 2025-12-04 12:23:22 - INFO - Train Value_loss: 13.0161
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+ 2025-12-04 12:23:22 - INFO - Train Value_mae: 3.3398
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+ 2025-12-04 12:23:22 - INFO - Train Value_mse: 13.0161
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+ 2025-12-04 12:23:22 - INFO - Val Loss: 2.3835
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+ 2025-12-04 12:23:22 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 12:23:22 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 12:23:22 - INFO - Val Policy_error: 0.3377
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+ 2025-12-04 12:23:22 - INFO - Val Policy_loss: 1.6513
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+ 2025-12-04 12:23:22 - INFO - Val Value_loss: 12.1676
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+ 2025-12-04 12:23:22 - INFO - Val Value_mae: 3.2116
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+ 2025-12-04 12:23:22 - INFO - Val Value_mse: 12.1676
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+ 2025-12-04 12:31:52 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0006_val_loss_2.3821.chkpt
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+ 2025-12-04 12:31:54 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0006_val_loss_2.3821.chkpt
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+ 2025-12-04 12:31:54 - INFO -
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+ 2025-12-04 12:31:54 - INFO - Epoch 7/50 Summary:
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+ 2025-12-04 12:31:54 - INFO - Train Loss: 2.4545
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+ 2025-12-04 12:31:54 - INFO - Train Num_policy_tokens: 7984.7783
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+ 2025-12-04 12:31:54 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 12:31:54 - INFO - Train Policy_error: 0.3442
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+ 2025-12-04 12:31:54 - INFO - Train Policy_loss: 1.6741
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+ 2025-12-04 12:31:54 - INFO - Train Value_loss: 13.0065
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+ 2025-12-04 12:31:54 - INFO - Train Value_mae: 3.3355
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+ 2025-12-04 12:31:54 - INFO - Train Value_mse: 13.0065
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+ 2025-12-04 12:31:54 - INFO - Val Loss: 2.3821
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+ 2025-12-04 12:31:54 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 12:31:54 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 12:31:54 - INFO - Val Policy_error: 0.3381
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+ 2025-12-04 12:31:54 - INFO - Val Policy_loss: 1.6527
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+ 2025-12-04 12:31:54 - INFO - Val Value_loss: 12.1449
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+ 2025-12-04 12:31:54 - INFO - Val Value_mae: 3.2031
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+ 2025-12-04 12:31:54 - INFO - Val Value_mse: 12.1449
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+ 2025-12-04 12:40:23 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0007_val_loss_2.3793.chkpt
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+ 2025-12-04 12:40:25 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0007_val_loss_2.3793.chkpt
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+ 2025-12-04 12:40:25 - INFO -
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+ 2025-12-04 12:40:25 - INFO - Epoch 8/50 Summary:
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+ 2025-12-04 12:40:25 - INFO - Train Loss: 2.4530
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+ 2025-12-04 12:40:25 - INFO - Train Num_policy_tokens: 7981.3582
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+ 2025-12-04 12:40:25 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 12:40:25 - INFO - Train Policy_error: 0.3441
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+ 2025-12-04 12:40:25 - INFO - Train Policy_loss: 1.6729
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+ 2025-12-04 12:40:25 - INFO - Train Value_loss: 12.9998
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+ 2025-12-04 12:40:25 - INFO - Train Value_mae: 3.3318
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+ 2025-12-04 12:40:25 - INFO - Train Value_mse: 12.9998
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+ 2025-12-04 12:40:25 - INFO - Val Loss: 2.3793
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+ 2025-12-04 12:40:25 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 12:40:25 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 12:40:25 - INFO - Val Policy_error: 0.3376
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+ 2025-12-04 12:40:25 - INFO - Val Policy_loss: 1.6506
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+ 2025-12-04 12:40:25 - INFO - Val Value_loss: 12.1420
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+ 2025-12-04 12:40:25 - INFO - Val Value_mae: 3.2074
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+ 2025-12-04 12:40:25 - INFO - Val Value_mse: 12.1420
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+ 2025-12-04 12:48:54 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 12:48:56 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 12:48:56 - INFO -
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+ 2025-12-04 12:48:56 - INFO - Epoch 9/50 Summary:
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+ 2025-12-04 12:48:56 - INFO - Train Loss: 2.4496
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+ 2025-12-04 12:48:56 - INFO - Train Num_policy_tokens: 7983.5714
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+ 2025-12-04 12:48:56 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 12:48:56 - INFO - Train Policy_error: 0.3436
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+ 2025-12-04 12:48:56 - INFO - Train Policy_loss: 1.6720
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+ 2025-12-04 12:48:56 - INFO - Train Value_loss: 12.9653
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+ 2025-12-04 12:48:56 - INFO - Train Value_mae: 3.3315
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+ 2025-12-04 12:48:56 - INFO - Train Value_mse: 12.9653
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+ 2025-12-04 12:48:56 - INFO - Val Loss: 2.3878
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+ 2025-12-04 12:48:56 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 12:48:56 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 12:48:56 - INFO - Val Policy_error: 0.3377
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+ 2025-12-04 12:48:56 - INFO - Val Policy_loss: 1.6506
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+ 2025-12-04 12:48:56 - INFO - Val Value_loss: 12.2500
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+ 2025-12-04 12:48:56 - INFO - Val Value_mae: 3.2116
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+ 2025-12-04 12:48:56 - INFO - Val Value_mse: 12.2500
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+ 2025-12-04 12:57:26 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0009_val_loss_2.3750.chkpt
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+ 2025-12-04 12:57:27 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0009_val_loss_2.3750.chkpt
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+ 2025-12-04 12:57:27 - INFO -
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+ 2025-12-04 12:57:27 - INFO - Epoch 10/50 Summary:
350
+ 2025-12-04 12:57:27 - INFO - Train Loss: 2.4507
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+ 2025-12-04 12:57:27 - INFO - Train Num_policy_tokens: 7984.2324
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+ 2025-12-04 12:57:27 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 12:57:27 - INFO - Train Policy_error: 0.3434
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+ 2025-12-04 12:57:27 - INFO - Train Policy_loss: 1.6705
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+ 2025-12-04 12:57:27 - INFO - Train Value_loss: 12.9937
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+ 2025-12-04 12:57:27 - INFO - Train Value_mae: 3.3329
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+ 2025-12-04 12:57:27 - INFO - Train Value_mse: 12.9937
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+ 2025-12-04 12:57:27 - INFO - Val Loss: 2.3750
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+ 2025-12-04 12:57:27 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 12:57:27 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 12:57:27 - INFO - Val Policy_error: 0.3371
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+ 2025-12-04 12:57:27 - INFO - Val Policy_loss: 1.6449
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+ 2025-12-04 12:57:27 - INFO - Val Value_loss: 12.1875
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+ 2025-12-04 12:57:27 - INFO - Val Value_mae: 3.2074
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+ 2025-12-04 12:57:27 - INFO - Val Value_mse: 12.1875
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+ 2025-12-04 13:05:56 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 13:05:58 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 13:05:58 - INFO -
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+ 2025-12-04 13:05:58 - INFO - Epoch 11/50 Summary:
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+ 2025-12-04 13:05:58 - INFO - Train Loss: 2.4489
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+ 2025-12-04 13:05:58 - INFO - Train Num_policy_tokens: 7982.3369
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+ 2025-12-04 13:05:58 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 13:05:58 - INFO - Train Policy_error: 0.3433
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+ 2025-12-04 13:05:58 - INFO - Train Policy_loss: 1.6699
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+ 2025-12-04 13:05:58 - INFO - Train Value_loss: 12.9874
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+ 2025-12-04 13:05:58 - INFO - Train Value_mae: 3.3303
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+ 2025-12-04 13:05:58 - INFO - Train Value_mse: 12.9874
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+ 2025-12-04 13:05:58 - INFO - Val Loss: 2.3764
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+ 2025-12-04 13:05:58 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:05:58 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:05:58 - INFO - Val Policy_error: 0.3366
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+ 2025-12-04 13:05:58 - INFO - Val Policy_loss: 1.6435
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+ 2025-12-04 13:05:58 - INFO - Val Value_loss: 12.2472
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+ 2025-12-04 13:05:58 - INFO - Val Value_mae: 3.2102
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+ 2025-12-04 13:05:58 - INFO - Val Value_mse: 12.2472
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+ 2025-12-04 13:14:26 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0011_val_loss_2.3736.chkpt
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+ 2025-12-04 13:14:28 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0011_val_loss_2.3736.chkpt
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+ 2025-12-04 13:14:28 - INFO -
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+ 2025-12-04 13:14:28 - INFO - Epoch 12/50 Summary:
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+ 2025-12-04 13:14:28 - INFO - Train Loss: 2.4474
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+ 2025-12-04 13:14:28 - INFO - Train Num_policy_tokens: 7983.5458
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+ 2025-12-04 13:14:28 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 13:14:28 - INFO - Train Policy_error: 0.3432
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+ 2025-12-04 13:14:28 - INFO - Train Policy_loss: 1.6688
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+ 2025-12-04 13:14:28 - INFO - Train Value_loss: 12.9809
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+ 2025-12-04 13:14:28 - INFO - Train Value_mae: 3.3290
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+ 2025-12-04 13:14:28 - INFO - Train Value_mse: 12.9809
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+ 2025-12-04 13:14:28 - INFO - Val Loss: 2.3736
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+ 2025-12-04 13:14:28 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:14:28 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:14:28 - INFO - Val Policy_error: 0.3366
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+ 2025-12-04 13:14:28 - INFO - Val Policy_loss: 1.6463
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+ 2025-12-04 13:14:28 - INFO - Val Value_loss: 12.1534
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+ 2025-12-04 13:14:28 - INFO - Val Value_mae: 3.2131
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+ 2025-12-04 13:14:28 - INFO - Val Value_mse: 12.1534
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+ 2025-12-04 13:22:57 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 13:22:59 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 13:22:59 - INFO -
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+ 2025-12-04 13:22:59 - INFO - Epoch 13/50 Summary:
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+ 2025-12-04 13:22:59 - INFO - Train Loss: 2.4478
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+ 2025-12-04 13:22:59 - INFO - Train Num_policy_tokens: 7980.9232
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+ 2025-12-04 13:22:59 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 13:22:59 - INFO - Train Policy_error: 0.3431
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+ 2025-12-04 13:22:59 - INFO - Train Policy_loss: 1.6688
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+ 2025-12-04 13:22:59 - INFO - Train Value_loss: 12.9766
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+ 2025-12-04 13:22:59 - INFO - Train Value_mae: 3.3323
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+ 2025-12-04 13:22:59 - INFO - Train Value_mse: 12.9766
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+ 2025-12-04 13:22:59 - INFO - Val Loss: 2.3750
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+ 2025-12-04 13:22:59 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:22:59 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:22:59 - INFO - Val Policy_error: 0.3366
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+ 2025-12-04 13:22:59 - INFO - Val Policy_loss: 1.6456
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+ 2025-12-04 13:22:59 - INFO - Val Value_loss: 12.1591
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+ 2025-12-04 13:22:59 - INFO - Val Value_mae: 3.2060
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+ 2025-12-04 13:22:59 - INFO - Val Value_mse: 12.1591
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+ 2025-12-04 13:31:28 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0013_val_loss_2.3722.chkpt
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+ 2025-12-04 13:31:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0013_val_loss_2.3722.chkpt
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+ 2025-12-04 13:31:30 - INFO -
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+ 2025-12-04 13:31:30 - INFO - Epoch 14/50 Summary:
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+ 2025-12-04 13:31:30 - INFO - Train Loss: 2.4473
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+ 2025-12-04 13:31:30 - INFO - Train Num_policy_tokens: 7980.3305
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+ 2025-12-04 13:31:30 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 13:31:30 - INFO - Train Policy_error: 0.3430
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+ 2025-12-04 13:31:30 - INFO - Train Policy_loss: 1.6681
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+ 2025-12-04 13:31:30 - INFO - Train Value_loss: 12.9817
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+ 2025-12-04 13:31:30 - INFO - Train Value_mae: 3.3320
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+ 2025-12-04 13:31:30 - INFO - Train Value_mse: 12.9817
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+ 2025-12-04 13:31:30 - INFO - Val Loss: 2.3722
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+ 2025-12-04 13:31:30 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:31:30 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:31:30 - INFO - Val Policy_error: 0.3364
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+ 2025-12-04 13:31:30 - INFO - Val Policy_loss: 1.6435
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+ 2025-12-04 13:31:30 - INFO - Val Value_loss: 12.1790
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+ 2025-12-04 13:31:30 - INFO - Val Value_mae: 3.2145
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+ 2025-12-04 13:31:30 - INFO - Val Value_mse: 12.1790
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+ 2025-12-04 13:39:59 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 13:40:01 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 13:40:01 - INFO -
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+ 2025-12-04 13:40:01 - INFO - Epoch 15/50 Summary:
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+ 2025-12-04 13:40:01 - INFO - Train Loss: 2.4456
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+ 2025-12-04 13:40:01 - INFO - Train Num_policy_tokens: 7979.2516
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+ 2025-12-04 13:40:01 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 13:40:01 - INFO - Train Policy_error: 0.3431
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+ 2025-12-04 13:40:01 - INFO - Train Policy_loss: 1.6673
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+ 2025-12-04 13:40:01 - INFO - Train Value_loss: 12.9705
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+ 2025-12-04 13:40:01 - INFO - Train Value_mae: 3.3303
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+ 2025-12-04 13:40:01 - INFO - Train Value_mse: 12.9705
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+ 2025-12-04 13:40:01 - INFO - Val Loss: 2.3764
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+ 2025-12-04 13:40:01 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:40:01 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:40:01 - INFO - Val Policy_error: 0.3370
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+ 2025-12-04 13:40:01 - INFO - Val Policy_loss: 1.6449
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+ 2025-12-04 13:40:01 - INFO - Val Value_loss: 12.2017
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+ 2025-12-04 13:40:01 - INFO - Val Value_mae: 3.2102
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+ 2025-12-04 13:40:01 - INFO - Val Value_mse: 12.2017
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+ 2025-12-04 13:48:31 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 13:48:33 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 13:48:33 - INFO -
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+ 2025-12-04 13:48:33 - INFO - Epoch 16/50 Summary:
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+ 2025-12-04 13:48:33 - INFO - Train Loss: 2.4456
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+ 2025-12-04 13:48:33 - INFO - Train Num_policy_tokens: 7983.1066
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+ 2025-12-04 13:48:33 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 13:48:33 - INFO - Train Policy_error: 0.3428
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+ 2025-12-04 13:48:33 - INFO - Train Policy_loss: 1.6670
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+ 2025-12-04 13:48:33 - INFO - Train Value_loss: 12.9783
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+ 2025-12-04 13:48:33 - INFO - Train Value_mae: 3.3308
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+ 2025-12-04 13:48:33 - INFO - Train Value_mse: 12.9783
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+ 2025-12-04 13:48:33 - INFO - Val Loss: 2.3764
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+ 2025-12-04 13:48:33 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:48:33 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:48:33 - INFO - Val Policy_error: 0.3363
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+ 2025-12-04 13:48:33 - INFO - Val Policy_loss: 1.6428
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+ 2025-12-04 13:48:33 - INFO - Val Value_loss: 12.1932
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+ 2025-12-04 13:48:33 - INFO - Val Value_mae: 3.2102
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+ 2025-12-04 13:48:33 - INFO - Val Value_mse: 12.1932
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+ 2025-12-04 13:57:02 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 13:57:04 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 13:57:04 - INFO -
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+ 2025-12-04 13:57:04 - INFO - Epoch 17/50 Summary:
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+ 2025-12-04 13:57:04 - INFO - Train Loss: 2.4442
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+ 2025-12-04 13:57:04 - INFO - Train Num_policy_tokens: 7984.1855
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+ 2025-12-04 13:57:04 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 13:57:04 - INFO - Train Policy_error: 0.3426
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+ 2025-12-04 13:57:04 - INFO - Train Policy_loss: 1.6667
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+ 2025-12-04 13:57:04 - INFO - Train Value_loss: 12.9612
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+ 2025-12-04 13:57:04 - INFO - Train Value_mae: 3.3292
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+ 2025-12-04 13:57:04 - INFO - Train Value_mse: 12.9612
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+ 2025-12-04 13:57:04 - INFO - Val Loss: 2.3764
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+ 2025-12-04 13:57:04 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 13:57:04 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 13:57:04 - INFO - Val Policy_error: 0.3362
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+ 2025-12-04 13:57:04 - INFO - Val Policy_loss: 1.6420
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+ 2025-12-04 13:57:04 - INFO - Val Value_loss: 12.2301
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+ 2025-12-04 13:57:04 - INFO - Val Value_mae: 3.2088
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+ 2025-12-04 13:57:04 - INFO - Val Value_mse: 12.2301
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+ 2025-12-04 14:05:34 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:05:36 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:05:36 - INFO -
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+ 2025-12-04 14:05:36 - INFO - Epoch 18/50 Summary:
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+ 2025-12-04 14:05:36 - INFO - Train Loss: 2.4443
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+ 2025-12-04 14:05:36 - INFO - Train Num_policy_tokens: 7984.7527
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+ 2025-12-04 14:05:36 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:05:36 - INFO - Train Policy_error: 0.3429
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+ 2025-12-04 14:05:36 - INFO - Train Policy_loss: 1.6665
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+ 2025-12-04 14:05:36 - INFO - Train Value_loss: 12.9698
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+ 2025-12-04 14:05:36 - INFO - Train Value_mae: 3.3252
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+ 2025-12-04 14:05:36 - INFO - Train Value_mse: 12.9698
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+ 2025-12-04 14:05:36 - INFO - Val Loss: 2.3722
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+ 2025-12-04 14:05:36 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:05:36 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:05:36 - INFO - Val Policy_error: 0.3364
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+ 2025-12-04 14:05:36 - INFO - Val Policy_loss: 1.6420
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+ 2025-12-04 14:05:36 - INFO - Val Value_loss: 12.1960
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+ 2025-12-04 14:05:36 - INFO - Val Value_mae: 3.2102
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+ 2025-12-04 14:05:36 - INFO - Val Value_mse: 12.1960
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+ 2025-12-04 14:14:04 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:14:06 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:14:06 - INFO -
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+ 2025-12-04 14:14:06 - INFO - Epoch 19/50 Summary:
530
+ 2025-12-04 14:14:06 - INFO - Train Loss: 2.4436
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+ 2025-12-04 14:14:06 - INFO - Train Num_policy_tokens: 7981.7100
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+ 2025-12-04 14:14:06 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:14:06 - INFO - Train Policy_error: 0.3426
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+ 2025-12-04 14:14:06 - INFO - Train Policy_loss: 1.6663
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+ 2025-12-04 14:14:06 - INFO - Train Value_loss: 12.9568
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+ 2025-12-04 14:14:06 - INFO - Train Value_mae: 3.3260
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+ 2025-12-04 14:14:06 - INFO - Train Value_mse: 12.9568
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+ 2025-12-04 14:14:06 - INFO - Val Loss: 2.3722
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+ 2025-12-04 14:14:06 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:14:06 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:14:06 - INFO - Val Policy_error: 0.3361
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+ 2025-12-04 14:14:06 - INFO - Val Policy_loss: 1.6406
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+ 2025-12-04 14:14:06 - INFO - Val Value_loss: 12.2017
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+ 2025-12-04 14:14:06 - INFO - Val Value_mae: 3.2216
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+ 2025-12-04 14:14:06 - INFO - Val Value_mse: 12.2017
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+ 2025-12-04 14:22:35 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0019_val_loss_2.3693.chkpt
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+ 2025-12-04 14:22:37 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/ep0019_val_loss_2.3693.chkpt
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+ 2025-12-04 14:22:37 - INFO -
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+ 2025-12-04 14:22:37 - INFO - Epoch 20/50 Summary:
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+ 2025-12-04 14:22:37 - INFO - Train Loss: 2.4439
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+ 2025-12-04 14:22:37 - INFO - Train Num_policy_tokens: 7981.9638
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+ 2025-12-04 14:22:37 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:22:37 - INFO - Train Policy_error: 0.3426
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+ 2025-12-04 14:22:37 - INFO - Train Policy_loss: 1.6663
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+ 2025-12-04 14:22:37 - INFO - Train Value_loss: 12.9598
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+ 2025-12-04 14:22:37 - INFO - Train Value_mae: 3.3248
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+ 2025-12-04 14:22:37 - INFO - Train Value_mse: 12.9598
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+ 2025-12-04 14:22:37 - INFO - Val Loss: 2.3693
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+ 2025-12-04 14:22:37 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:22:37 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:22:37 - INFO - Val Policy_error: 0.3362
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+ 2025-12-04 14:22:37 - INFO - Val Policy_loss: 1.6420
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+ 2025-12-04 14:22:37 - INFO - Val Value_loss: 12.1676
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+ 2025-12-04 14:22:37 - INFO - Val Value_mae: 3.2145
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+ 2025-12-04 14:22:37 - INFO - Val Value_mse: 12.1676
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+ 2025-12-04 14:31:05 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:31:06 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:31:06 - INFO -
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+ 2025-12-04 14:31:06 - INFO - Epoch 21/50 Summary:
570
+ 2025-12-04 14:31:06 - INFO - Train Loss: 2.4436
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+ 2025-12-04 14:31:06 - INFO - Train Num_policy_tokens: 7983.7399
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+ 2025-12-04 14:31:06 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:31:06 - INFO - Train Policy_error: 0.3426
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+ 2025-12-04 14:31:06 - INFO - Train Policy_loss: 1.6658
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+ 2025-12-04 14:31:06 - INFO - Train Value_loss: 12.9585
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+ 2025-12-04 14:31:06 - INFO - Train Value_mae: 3.3302
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+ 2025-12-04 14:31:06 - INFO - Train Value_mse: 12.9585
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+ 2025-12-04 14:31:06 - INFO - Val Loss: 2.3722
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+ 2025-12-04 14:31:06 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:31:06 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:31:06 - INFO - Val Policy_error: 0.3360
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+ 2025-12-04 14:31:06 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 14:31:06 - INFO - Val Value_loss: 12.2131
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+ 2025-12-04 14:31:06 - INFO - Val Value_mae: 3.2116
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+ 2025-12-04 14:31:06 - INFO - Val Value_mse: 12.2131
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+ 2025-12-04 14:39:33 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:39:35 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:39:35 - INFO -
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+ 2025-12-04 14:39:35 - INFO - Epoch 22/50 Summary:
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+ 2025-12-04 14:39:35 - INFO - Train Loss: 2.4433
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+ 2025-12-04 14:39:35 - INFO - Train Num_policy_tokens: 7982.0789
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+ 2025-12-04 14:39:35 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:39:35 - INFO - Train Policy_error: 0.3425
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+ 2025-12-04 14:39:35 - INFO - Train Policy_loss: 1.6661
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+ 2025-12-04 14:39:35 - INFO - Train Value_loss: 12.9529
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+ 2025-12-04 14:39:35 - INFO - Train Value_mae: 3.3251
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+ 2025-12-04 14:39:35 - INFO - Train Value_mse: 12.9529
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+ 2025-12-04 14:39:35 - INFO - Val Loss: 2.3736
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+ 2025-12-04 14:39:35 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:39:35 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:39:35 - INFO - Val Policy_error: 0.3356
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+ 2025-12-04 14:39:35 - INFO - Val Policy_loss: 1.6420
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+ 2025-12-04 14:39:35 - INFO - Val Value_loss: 12.2131
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+ 2025-12-04 14:39:35 - INFO - Val Value_mae: 3.2145
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+ 2025-12-04 14:39:35 - INFO - Val Value_mse: 12.2131
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+ 2025-12-04 14:48:04 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:48:05 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:48:05 - INFO -
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+ 2025-12-04 14:48:05 - INFO - Epoch 23/50 Summary:
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+ 2025-12-04 14:48:05 - INFO - Train Loss: 2.4435
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+ 2025-12-04 14:48:05 - INFO - Train Num_policy_tokens: 7982.3795
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+ 2025-12-04 14:48:05 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:48:05 - INFO - Train Policy_error: 0.3425
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+ 2025-12-04 14:48:05 - INFO - Train Policy_loss: 1.6652
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+ 2025-12-04 14:48:05 - INFO - Train Value_loss: 12.9680
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+ 2025-12-04 14:48:05 - INFO - Train Value_mae: 3.3280
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+ 2025-12-04 14:48:05 - INFO - Train Value_mse: 12.9680
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+ 2025-12-04 14:48:05 - INFO - Val Loss: 2.3722
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+ 2025-12-04 14:48:05 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:48:05 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:48:05 - INFO - Val Policy_error: 0.3360
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+ 2025-12-04 14:48:05 - INFO - Val Policy_loss: 1.6420
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+ 2025-12-04 14:48:05 - INFO - Val Value_loss: 12.1705
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+ 2025-12-04 14:48:05 - INFO - Val Value_mae: 3.2102
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+ 2025-12-04 14:48:05 - INFO - Val Value_mse: 12.1705
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+ 2025-12-04 14:56:34 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:56:36 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 14:56:36 - INFO -
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+ 2025-12-04 14:56:36 - INFO - Epoch 24/50 Summary:
630
+ 2025-12-04 14:56:36 - INFO - Train Loss: 2.4430
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+ 2025-12-04 14:56:36 - INFO - Train Num_policy_tokens: 7983.4414
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+ 2025-12-04 14:56:36 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 14:56:36 - INFO - Train Policy_error: 0.3424
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+ 2025-12-04 14:56:36 - INFO - Train Policy_loss: 1.6659
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+ 2025-12-04 14:56:36 - INFO - Train Value_loss: 12.9520
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+ 2025-12-04 14:56:36 - INFO - Train Value_mae: 3.3270
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+ 2025-12-04 14:56:36 - INFO - Train Value_mse: 12.9520
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+ 2025-12-04 14:56:36 - INFO - Val Loss: 2.3722
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+ 2025-12-04 14:56:36 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 14:56:36 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 14:56:36 - INFO - Val Policy_error: 0.3359
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+ 2025-12-04 14:56:36 - INFO - Val Policy_loss: 1.6420
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+ 2025-12-04 14:56:36 - INFO - Val Value_loss: 12.1847
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+ 2025-12-04 14:56:36 - INFO - Val Value_mae: 3.2131
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+ 2025-12-04 14:56:36 - INFO - Val Value_mse: 12.1847
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+ 2025-12-04 15:05:05 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:05:07 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:05:07 - INFO -
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+ 2025-12-04 15:05:07 - INFO - Epoch 25/50 Summary:
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+ 2025-12-04 15:05:07 - INFO - Train Loss: 2.4435
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+ 2025-12-04 15:05:07 - INFO - Train Num_policy_tokens: 7981.7228
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+ 2025-12-04 15:05:07 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:05:07 - INFO - Train Policy_error: 0.3425
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+ 2025-12-04 15:05:07 - INFO - Train Policy_loss: 1.6661
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+ 2025-12-04 15:05:07 - INFO - Train Value_loss: 12.9555
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+ 2025-12-04 15:05:07 - INFO - Train Value_mae: 3.3267
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+ 2025-12-04 15:05:07 - INFO - Train Value_mse: 12.9555
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+ 2025-12-04 15:05:07 - INFO - Val Loss: 2.3750
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+ 2025-12-04 15:05:07 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:05:07 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:05:07 - INFO - Val Policy_error: 0.3361
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+ 2025-12-04 15:05:07 - INFO - Val Policy_loss: 1.6420
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+ 2025-12-04 15:05:07 - INFO - Val Value_loss: 12.2131
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+ 2025-12-04 15:05:07 - INFO - Val Value_mae: 3.2173
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+ 2025-12-04 15:05:07 - INFO - Val Value_mse: 12.2131
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+ 2025-12-04 15:13:35 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:13:37 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:13:37 - INFO -
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+ 2025-12-04 15:13:37 - INFO - Epoch 26/50 Summary:
670
+ 2025-12-04 15:13:37 - INFO - Train Loss: 2.4427
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+ 2025-12-04 15:13:37 - INFO - Train Num_policy_tokens: 7982.8102
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+ 2025-12-04 15:13:37 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:13:37 - INFO - Train Policy_error: 0.3425
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+ 2025-12-04 15:13:37 - INFO - Train Policy_loss: 1.6661
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+ 2025-12-04 15:13:37 - INFO - Train Value_loss: 12.9414
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+ 2025-12-04 15:13:37 - INFO - Train Value_mae: 3.3260
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+ 2025-12-04 15:13:37 - INFO - Train Value_mse: 12.9414
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+ 2025-12-04 15:13:37 - INFO - Val Loss: 2.3722
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+ 2025-12-04 15:13:37 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:13:37 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:13:37 - INFO - Val Policy_error: 0.3361
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+ 2025-12-04 15:13:37 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 15:13:37 - INFO - Val Value_loss: 12.1790
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+ 2025-12-04 15:13:37 - INFO - Val Value_mae: 3.2145
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+ 2025-12-04 15:13:37 - INFO - Val Value_mse: 12.1790
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+ 2025-12-04 15:22:08 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:22:10 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:22:10 - INFO -
689
+ 2025-12-04 15:22:10 - INFO - Epoch 27/50 Summary:
690
+ 2025-12-04 15:22:10 - INFO - Train Loss: 2.4442
691
+ 2025-12-04 15:22:10 - INFO - Train Num_policy_tokens: 7983.7399
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+ 2025-12-04 15:22:10 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:22:10 - INFO - Train Policy_error: 0.3426
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+ 2025-12-04 15:22:10 - INFO - Train Policy_loss: 1.6658
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+ 2025-12-04 15:22:10 - INFO - Train Value_loss: 12.9690
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+ 2025-12-04 15:22:10 - INFO - Train Value_mae: 3.3327
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+ 2025-12-04 15:22:10 - INFO - Train Value_mse: 12.9690
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+ 2025-12-04 15:22:10 - INFO - Val Loss: 2.3707
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+ 2025-12-04 15:22:10 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:22:10 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:22:10 - INFO - Val Policy_error: 0.3360
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+ 2025-12-04 15:22:10 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 15:22:10 - INFO - Val Value_loss: 12.1733
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+ 2025-12-04 15:22:10 - INFO - Val Value_mae: 3.2116
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+ 2025-12-04 15:22:10 - INFO - Val Value_mse: 12.1733
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+ 2025-12-04 15:30:39 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:30:41 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:30:41 - INFO -
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+ 2025-12-04 15:30:41 - INFO - Epoch 28/50 Summary:
710
+ 2025-12-04 15:30:41 - INFO - Train Loss: 2.4416
711
+ 2025-12-04 15:30:41 - INFO - Train Num_policy_tokens: 7982.1663
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+ 2025-12-04 15:30:41 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:30:41 - INFO - Train Policy_error: 0.3423
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+ 2025-12-04 15:30:41 - INFO - Train Policy_loss: 1.6642
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+ 2025-12-04 15:30:41 - INFO - Train Value_loss: 12.9600
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+ 2025-12-04 15:30:41 - INFO - Train Value_mae: 3.3280
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+ 2025-12-04 15:30:41 - INFO - Train Value_mse: 12.9600
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+ 2025-12-04 15:30:41 - INFO - Val Loss: 2.3736
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+ 2025-12-04 15:30:41 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:30:41 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:30:41 - INFO - Val Policy_error: 0.3358
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+ 2025-12-04 15:30:41 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 15:30:41 - INFO - Val Value_loss: 12.2074
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+ 2025-12-04 15:30:41 - INFO - Val Value_mae: 3.2202
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+ 2025-12-04 15:30:41 - INFO - Val Value_mse: 12.2074
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+ 2025-12-04 15:39:12 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:39:14 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:39:14 - INFO -
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+ 2025-12-04 15:39:14 - INFO - Epoch 29/50 Summary:
730
+ 2025-12-04 15:39:14 - INFO - Train Loss: 2.4419
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+ 2025-12-04 15:39:14 - INFO - Train Num_policy_tokens: 7982.1557
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+ 2025-12-04 15:39:14 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:39:14 - INFO - Train Policy_error: 0.3425
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+ 2025-12-04 15:39:14 - INFO - Train Policy_loss: 1.6650
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+ 2025-12-04 15:39:14 - INFO - Train Value_loss: 12.9498
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+ 2025-12-04 15:39:14 - INFO - Train Value_mae: 3.3258
737
+ 2025-12-04 15:39:14 - INFO - Train Value_mse: 12.9498
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+ 2025-12-04 15:39:14 - INFO - Val Loss: 2.3736
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+ 2025-12-04 15:39:14 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:39:14 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:39:14 - INFO - Val Policy_error: 0.3359
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+ 2025-12-04 15:39:14 - INFO - Val Policy_loss: 1.6420
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+ 2025-12-04 15:39:14 - INFO - Val Value_loss: 12.1989
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+ 2025-12-04 15:39:14 - INFO - Val Value_mae: 3.2102
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+ 2025-12-04 15:39:14 - INFO - Val Value_mse: 12.1989
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+ 2025-12-04 15:47:43 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:47:45 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:47:45 - INFO -
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+ 2025-12-04 15:47:45 - INFO - Epoch 30/50 Summary:
750
+ 2025-12-04 15:47:45 - INFO - Train Loss: 2.4420
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+ 2025-12-04 15:47:45 - INFO - Train Num_policy_tokens: 7982.3070
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+ 2025-12-04 15:47:45 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:47:45 - INFO - Train Policy_error: 0.3426
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+ 2025-12-04 15:47:45 - INFO - Train Policy_loss: 1.6655
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+ 2025-12-04 15:47:45 - INFO - Train Value_loss: 12.9394
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+ 2025-12-04 15:47:45 - INFO - Train Value_mae: 3.3219
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+ 2025-12-04 15:47:45 - INFO - Train Value_mse: 12.9394
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+ 2025-12-04 15:47:45 - INFO - Val Loss: 2.3750
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+ 2025-12-04 15:47:45 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:47:45 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:47:45 - INFO - Val Policy_error: 0.3361
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+ 2025-12-04 15:47:45 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 15:47:45 - INFO - Val Value_loss: 12.2188
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+ 2025-12-04 15:47:45 - INFO - Val Value_mae: 3.2216
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+ 2025-12-04 15:47:45 - INFO - Val Value_mse: 12.2188
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+ 2025-12-04 15:56:16 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:56:17 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 15:56:17 - INFO -
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+ 2025-12-04 15:56:17 - INFO - Epoch 31/50 Summary:
770
+ 2025-12-04 15:56:17 - INFO - Train Loss: 2.4403
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+ 2025-12-04 15:56:17 - INFO - Train Num_policy_tokens: 7981.1706
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+ 2025-12-04 15:56:17 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 15:56:17 - INFO - Train Policy_error: 0.3424
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+ 2025-12-04 15:56:17 - INFO - Train Policy_loss: 1.6648
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+ 2025-12-04 15:56:17 - INFO - Train Value_loss: 12.9265
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+ 2025-12-04 15:56:17 - INFO - Train Value_mae: 3.3238
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+ 2025-12-04 15:56:17 - INFO - Train Value_mse: 12.9265
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+ 2025-12-04 15:56:17 - INFO - Val Loss: 2.3736
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+ 2025-12-04 15:56:17 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 15:56:17 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 15:56:17 - INFO - Val Policy_error: 0.3358
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+ 2025-12-04 15:56:17 - INFO - Val Policy_loss: 1.6420
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+ 2025-12-04 15:56:17 - INFO - Val Value_loss: 12.1960
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+ 2025-12-04 15:56:17 - INFO - Val Value_mae: 3.2088
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+ 2025-12-04 15:56:17 - INFO - Val Value_mse: 12.1960
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+ 2025-12-04 16:04:47 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:04:49 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:04:49 - INFO -
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+ 2025-12-04 16:04:49 - INFO - Epoch 32/50 Summary:
790
+ 2025-12-04 16:04:49 - INFO - Train Loss: 2.4418
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+ 2025-12-04 16:04:49 - INFO - Train Num_policy_tokens: 7980.5480
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+ 2025-12-04 16:04:49 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:04:49 - INFO - Train Policy_error: 0.3425
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+ 2025-12-04 16:04:49 - INFO - Train Policy_loss: 1.6647
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+ 2025-12-04 16:04:49 - INFO - Train Value_loss: 12.9505
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+ 2025-12-04 16:04:49 - INFO - Train Value_mae: 3.3244
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+ 2025-12-04 16:04:49 - INFO - Train Value_mse: 12.9505
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+ 2025-12-04 16:04:49 - INFO - Val Loss: 2.3722
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+ 2025-12-04 16:04:49 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:04:49 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:04:49 - INFO - Val Policy_error: 0.3357
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+ 2025-12-04 16:04:49 - INFO - Val Policy_loss: 1.6406
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+ 2025-12-04 16:04:49 - INFO - Val Value_loss: 12.2159
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+ 2025-12-04 16:04:49 - INFO - Val Value_mae: 3.2159
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+ 2025-12-04 16:04:49 - INFO - Val Value_mse: 12.2159
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+ 2025-12-04 16:13:18 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:13:20 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:13:20 - INFO -
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+ 2025-12-04 16:13:20 - INFO - Epoch 33/50 Summary:
810
+ 2025-12-04 16:13:20 - INFO - Train Loss: 2.4420
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+ 2025-12-04 16:13:20 - INFO - Train Num_policy_tokens: 7983.0597
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+ 2025-12-04 16:13:20 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:13:20 - INFO - Train Policy_error: 0.3424
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+ 2025-12-04 16:13:20 - INFO - Train Policy_loss: 1.6648
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+ 2025-12-04 16:13:20 - INFO - Train Value_loss: 12.9544
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+ 2025-12-04 16:13:20 - INFO - Train Value_mae: 3.3268
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+ 2025-12-04 16:13:20 - INFO - Train Value_mse: 12.9544
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+ 2025-12-04 16:13:20 - INFO - Val Loss: 2.3722
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+ 2025-12-04 16:13:20 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:13:20 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:13:20 - INFO - Val Policy_error: 0.3355
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+ 2025-12-04 16:13:20 - INFO - Val Policy_loss: 1.6406
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+ 2025-12-04 16:13:20 - INFO - Val Value_loss: 12.2216
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+ 2025-12-04 16:13:20 - INFO - Val Value_mae: 3.2145
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+ 2025-12-04 16:13:20 - INFO - Val Value_mse: 12.2216
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+ 2025-12-04 16:21:49 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:21:51 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:21:51 - INFO -
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+ 2025-12-04 16:21:51 - INFO - Epoch 34/50 Summary:
830
+ 2025-12-04 16:21:51 - INFO - Train Loss: 2.4424
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+ 2025-12-04 16:21:51 - INFO - Train Num_policy_tokens: 7977.2367
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+ 2025-12-04 16:21:51 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:21:51 - INFO - Train Policy_error: 0.3425
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+ 2025-12-04 16:21:51 - INFO - Train Policy_loss: 1.6650
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+ 2025-12-04 16:21:51 - INFO - Train Value_loss: 12.9592
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+ 2025-12-04 16:21:51 - INFO - Train Value_mae: 3.3302
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+ 2025-12-04 16:21:51 - INFO - Train Value_mse: 12.9592
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+ 2025-12-04 16:21:51 - INFO - Val Loss: 2.3736
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+ 2025-12-04 16:21:51 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:21:51 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:21:51 - INFO - Val Policy_error: 0.3357
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+ 2025-12-04 16:21:51 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 16:21:51 - INFO - Val Value_loss: 12.1960
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+ 2025-12-04 16:21:51 - INFO - Val Value_mae: 3.2088
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+ 2025-12-04 16:21:51 - INFO - Val Value_mse: 12.1960
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+ 2025-12-04 16:30:21 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:30:23 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:30:23 - INFO -
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+ 2025-12-04 16:30:23 - INFO - Epoch 35/50 Summary:
850
+ 2025-12-04 16:30:23 - INFO - Train Loss: 2.4418
851
+ 2025-12-04 16:30:23 - INFO - Train Num_policy_tokens: 7984.9765
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+ 2025-12-04 16:30:23 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:30:23 - INFO - Train Policy_error: 0.3425
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+ 2025-12-04 16:30:23 - INFO - Train Policy_loss: 1.6651
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+ 2025-12-04 16:30:23 - INFO - Train Value_loss: 12.9438
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+ 2025-12-04 16:30:23 - INFO - Train Value_mae: 3.3240
857
+ 2025-12-04 16:30:23 - INFO - Train Value_mse: 12.9438
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+ 2025-12-04 16:30:23 - INFO - Val Loss: 2.3722
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+ 2025-12-04 16:30:23 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:30:23 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:30:23 - INFO - Val Policy_error: 0.3357
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+ 2025-12-04 16:30:23 - INFO - Val Policy_loss: 1.6399
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+ 2025-12-04 16:30:23 - INFO - Val Value_loss: 12.2188
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+ 2025-12-04 16:30:23 - INFO - Val Value_mae: 3.2131
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+ 2025-12-04 16:30:23 - INFO - Val Value_mse: 12.2188
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+ 2025-12-04 16:38:53 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:38:55 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:38:55 - INFO -
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+ 2025-12-04 16:38:55 - INFO - Epoch 36/50 Summary:
870
+ 2025-12-04 16:38:55 - INFO - Train Loss: 2.4422
871
+ 2025-12-04 16:38:55 - INFO - Train Num_policy_tokens: 7981.1791
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+ 2025-12-04 16:38:55 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:38:55 - INFO - Train Policy_error: 0.3424
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+ 2025-12-04 16:38:55 - INFO - Train Policy_loss: 1.6653
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+ 2025-12-04 16:38:55 - INFO - Train Value_loss: 12.9500
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+ 2025-12-04 16:38:55 - INFO - Train Value_mae: 3.3247
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+ 2025-12-04 16:38:55 - INFO - Train Value_mse: 12.9500
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+ 2025-12-04 16:38:55 - INFO - Val Loss: 2.3736
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+ 2025-12-04 16:38:55 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:38:55 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:38:55 - INFO - Val Policy_error: 0.3354
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+ 2025-12-04 16:38:55 - INFO - Val Policy_loss: 1.6392
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+ 2025-12-04 16:38:55 - INFO - Val Value_loss: 12.2188
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+ 2025-12-04 16:38:55 - INFO - Val Value_mae: 3.2159
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+ 2025-12-04 16:38:55 - INFO - Val Value_mse: 12.2188
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+ 2025-12-04 16:47:25 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:47:27 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:47:27 - INFO -
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+ 2025-12-04 16:47:27 - INFO - Epoch 37/50 Summary:
890
+ 2025-12-04 16:47:27 - INFO - Train Loss: 2.4407
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+ 2025-12-04 16:47:27 - INFO - Train Num_policy_tokens: 7976.6588
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+ 2025-12-04 16:47:27 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:47:27 - INFO - Train Policy_error: 0.3424
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+ 2025-12-04 16:47:27 - INFO - Train Policy_loss: 1.6652
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+ 2025-12-04 16:47:27 - INFO - Train Value_loss: 12.9258
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+ 2025-12-04 16:47:27 - INFO - Train Value_mae: 3.3234
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+ 2025-12-04 16:47:27 - INFO - Train Value_mse: 12.9258
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+ 2025-12-04 16:47:27 - INFO - Val Loss: 2.3764
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+ 2025-12-04 16:47:27 - INFO - Val Num_policy_tokens: 7726.2727
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+ 2025-12-04 16:47:27 - INFO - Val Num_value_predictions: 19.2727
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+ 2025-12-04 16:47:27 - INFO - Val Policy_error: 0.3362
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+ 2025-12-04 16:47:27 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 16:47:27 - INFO - Val Value_loss: 12.1847
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+ 2025-12-04 16:47:27 - INFO - Val Value_mae: 3.2116
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+ 2025-12-04 16:47:27 - INFO - Val Value_mse: 12.1847
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+ 2025-12-04 16:55:57 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:55:59 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 16:55:59 - INFO -
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+ 2025-12-04 16:55:59 - INFO - Epoch 38/50 Summary:
910
+ 2025-12-04 16:55:59 - INFO - Train Loss: 2.4416
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+ 2025-12-04 16:55:59 - INFO - Train Num_policy_tokens: 7986.4414
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+ 2025-12-04 16:55:59 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 16:55:59 - INFO - Train Policy_error: 0.3425
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+ 2025-12-04 16:55:59 - INFO - Train Policy_loss: 1.6649
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+ 2025-12-04 16:55:59 - INFO - Train Value_loss: 12.9484
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+ 2025-12-04 16:55:59 - INFO - Train Value_mae: 3.3245
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+ 2025-12-04 16:55:59 - INFO - Train Value_mse: 12.9484
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+ 2025-12-04 16:55:59 - INFO - Val Loss: 2.3750
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+ 2025-12-04 16:55:59 - INFO - Val Num_policy_tokens: 7726.2727
920
+ 2025-12-04 16:55:59 - INFO - Val Num_value_predictions: 19.2727
921
+ 2025-12-04 16:55:59 - INFO - Val Policy_error: 0.3361
922
+ 2025-12-04 16:55:59 - INFO - Val Policy_loss: 1.6413
923
+ 2025-12-04 16:55:59 - INFO - Val Value_loss: 12.2074
924
+ 2025-12-04 16:55:59 - INFO - Val Value_mae: 3.2102
925
+ 2025-12-04 16:55:59 - INFO - Val Value_mse: 12.2074
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+ 2025-12-04 17:04:30 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 17:04:32 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
928
+ 2025-12-04 17:04:32 - INFO -
929
+ 2025-12-04 17:04:32 - INFO - Epoch 39/50 Summary:
930
+ 2025-12-04 17:04:32 - INFO - Train Loss: 2.4413
931
+ 2025-12-04 17:04:32 - INFO - Train Num_policy_tokens: 7982.8188
932
+ 2025-12-04 17:04:32 - INFO - Train Num_value_predictions: 20.0000
933
+ 2025-12-04 17:04:32 - INFO - Train Policy_error: 0.3424
934
+ 2025-12-04 17:04:32 - INFO - Train Policy_loss: 1.6644
935
+ 2025-12-04 17:04:32 - INFO - Train Value_loss: 12.9435
936
+ 2025-12-04 17:04:32 - INFO - Train Value_mae: 3.3238
937
+ 2025-12-04 17:04:32 - INFO - Train Value_mse: 12.9435
938
+ 2025-12-04 17:04:32 - INFO - Val Loss: 2.3736
939
+ 2025-12-04 17:04:32 - INFO - Val Num_policy_tokens: 7726.2727
940
+ 2025-12-04 17:04:32 - INFO - Val Num_value_predictions: 19.2727
941
+ 2025-12-04 17:04:32 - INFO - Val Policy_error: 0.3358
942
+ 2025-12-04 17:04:32 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 17:04:32 - INFO - Val Value_loss: 12.2017
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+ 2025-12-04 17:04:32 - INFO - Val Value_mae: 3.2074
945
+ 2025-12-04 17:04:32 - INFO - Val Value_mse: 12.2017
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+ 2025-12-04 17:13:02 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 17:13:04 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
948
+ 2025-12-04 17:13:04 - INFO -
949
+ 2025-12-04 17:13:04 - INFO - Epoch 40/50 Summary:
950
+ 2025-12-04 17:13:04 - INFO - Train Loss: 2.4409
951
+ 2025-12-04 17:13:04 - INFO - Train Num_policy_tokens: 7982.1514
952
+ 2025-12-04 17:13:04 - INFO - Train Num_value_predictions: 20.0000
953
+ 2025-12-04 17:13:04 - INFO - Train Policy_error: 0.3423
954
+ 2025-12-04 17:13:04 - INFO - Train Policy_loss: 1.6644
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+ 2025-12-04 17:13:04 - INFO - Train Value_loss: 12.9332
956
+ 2025-12-04 17:13:04 - INFO - Train Value_mae: 3.3228
957
+ 2025-12-04 17:13:04 - INFO - Train Value_mse: 12.9332
958
+ 2025-12-04 17:13:04 - INFO - Val Loss: 2.3736
959
+ 2025-12-04 17:13:04 - INFO - Val Num_policy_tokens: 7726.2727
960
+ 2025-12-04 17:13:04 - INFO - Val Num_value_predictions: 19.2727
961
+ 2025-12-04 17:13:04 - INFO - Val Policy_error: 0.3359
962
+ 2025-12-04 17:13:04 - INFO - Val Policy_loss: 1.6413
963
+ 2025-12-04 17:13:04 - INFO - Val Value_loss: 12.1932
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+ 2025-12-04 17:13:04 - INFO - Val Value_mae: 3.2088
965
+ 2025-12-04 17:13:04 - INFO - Val Value_mse: 12.1932
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+ 2025-12-04 17:21:33 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
967
+ 2025-12-04 17:21:35 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
968
+ 2025-12-04 17:21:35 - INFO -
969
+ 2025-12-04 17:21:35 - INFO - Epoch 41/50 Summary:
970
+ 2025-12-04 17:21:35 - INFO - Train Loss: 2.4414
971
+ 2025-12-04 17:21:35 - INFO - Train Num_policy_tokens: 7980.9296
972
+ 2025-12-04 17:21:35 - INFO - Train Num_value_predictions: 20.0000
973
+ 2025-12-04 17:21:35 - INFO - Train Policy_error: 0.3425
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+ 2025-12-04 17:21:35 - INFO - Train Policy_loss: 1.6652
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+ 2025-12-04 17:21:35 - INFO - Train Value_loss: 12.9372
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+ 2025-12-04 17:21:35 - INFO - Train Value_mae: 3.3239
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+ 2025-12-04 17:21:35 - INFO - Train Value_mse: 12.9372
978
+ 2025-12-04 17:21:35 - INFO - Val Loss: 2.3736
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+ 2025-12-04 17:21:35 - INFO - Val Num_policy_tokens: 7726.2727
980
+ 2025-12-04 17:21:35 - INFO - Val Num_value_predictions: 19.2727
981
+ 2025-12-04 17:21:35 - INFO - Val Policy_error: 0.3360
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+ 2025-12-04 17:21:35 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 17:21:35 - INFO - Val Value_loss: 12.2102
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+ 2025-12-04 17:21:35 - INFO - Val Value_mae: 3.2131
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+ 2025-12-04 17:21:35 - INFO - Val Value_mse: 12.2102
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+ 2025-12-04 17:30:04 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 17:30:06 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
988
+ 2025-12-04 17:30:06 - INFO -
989
+ 2025-12-04 17:30:06 - INFO - Epoch 42/50 Summary:
990
+ 2025-12-04 17:30:06 - INFO - Train Loss: 2.4410
991
+ 2025-12-04 17:30:06 - INFO - Train Num_policy_tokens: 7982.5373
992
+ 2025-12-04 17:30:06 - INFO - Train Num_value_predictions: 20.0000
993
+ 2025-12-04 17:30:06 - INFO - Train Policy_error: 0.3424
994
+ 2025-12-04 17:30:06 - INFO - Train Policy_loss: 1.6653
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+ 2025-12-04 17:30:06 - INFO - Train Value_loss: 12.9260
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+ 2025-12-04 17:30:06 - INFO - Train Value_mae: 3.3230
997
+ 2025-12-04 17:30:06 - INFO - Train Value_mse: 12.9260
998
+ 2025-12-04 17:30:06 - INFO - Val Loss: 2.3722
999
+ 2025-12-04 17:30:06 - INFO - Val Num_policy_tokens: 7726.2727
1000
+ 2025-12-04 17:30:06 - INFO - Val Num_value_predictions: 19.2727
1001
+ 2025-12-04 17:30:06 - INFO - Val Policy_error: 0.3358
1002
+ 2025-12-04 17:30:06 - INFO - Val Policy_loss: 1.6413
1003
+ 2025-12-04 17:30:06 - INFO - Val Value_loss: 12.2074
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+ 2025-12-04 17:30:06 - INFO - Val Value_mae: 3.2131
1005
+ 2025-12-04 17:30:06 - INFO - Val Value_mse: 12.2074
1006
+ 2025-12-04 17:38:36 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1007
+ 2025-12-04 17:38:38 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1008
+ 2025-12-04 17:38:38 - INFO -
1009
+ 2025-12-04 17:38:38 - INFO - Epoch 43/50 Summary:
1010
+ 2025-12-04 17:38:38 - INFO - Train Loss: 2.4411
1011
+ 2025-12-04 17:38:38 - INFO - Train Num_policy_tokens: 7985.9083
1012
+ 2025-12-04 17:38:38 - INFO - Train Num_value_predictions: 20.0000
1013
+ 2025-12-04 17:38:38 - INFO - Train Policy_error: 0.3424
1014
+ 2025-12-04 17:38:38 - INFO - Train Policy_loss: 1.6647
1015
+ 2025-12-04 17:38:38 - INFO - Train Value_loss: 12.9405
1016
+ 2025-12-04 17:38:38 - INFO - Train Value_mae: 3.3246
1017
+ 2025-12-04 17:38:38 - INFO - Train Value_mse: 12.9405
1018
+ 2025-12-04 17:38:38 - INFO - Val Loss: 2.3722
1019
+ 2025-12-04 17:38:38 - INFO - Val Num_policy_tokens: 7726.2727
1020
+ 2025-12-04 17:38:38 - INFO - Val Num_value_predictions: 19.2727
1021
+ 2025-12-04 17:38:38 - INFO - Val Policy_error: 0.3360
1022
+ 2025-12-04 17:38:38 - INFO - Val Policy_loss: 1.6413
1023
+ 2025-12-04 17:38:38 - INFO - Val Value_loss: 12.1960
1024
+ 2025-12-04 17:38:38 - INFO - Val Value_mae: 3.2145
1025
+ 2025-12-04 17:38:38 - INFO - Val Value_mse: 12.1960
1026
+ 2025-12-04 17:47:07 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1027
+ 2025-12-04 17:47:09 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1028
+ 2025-12-04 17:47:09 - INFO -
1029
+ 2025-12-04 17:47:09 - INFO - Epoch 44/50 Summary:
1030
+ 2025-12-04 17:47:09 - INFO - Train Loss: 2.4431
1031
+ 2025-12-04 17:47:09 - INFO - Train Num_policy_tokens: 7984.1429
1032
+ 2025-12-04 17:47:09 - INFO - Train Num_value_predictions: 20.0000
1033
+ 2025-12-04 17:47:09 - INFO - Train Policy_error: 0.3425
1034
+ 2025-12-04 17:47:09 - INFO - Train Policy_loss: 1.6648
1035
+ 2025-12-04 17:47:09 - INFO - Train Value_loss: 12.9707
1036
+ 2025-12-04 17:47:09 - INFO - Train Value_mae: 3.3272
1037
+ 2025-12-04 17:47:09 - INFO - Train Value_mse: 12.9707
1038
+ 2025-12-04 17:47:09 - INFO - Val Loss: 2.3722
1039
+ 2025-12-04 17:47:09 - INFO - Val Num_policy_tokens: 7726.2727
1040
+ 2025-12-04 17:47:09 - INFO - Val Num_value_predictions: 19.2727
1041
+ 2025-12-04 17:47:09 - INFO - Val Policy_error: 0.3356
1042
+ 2025-12-04 17:47:09 - INFO - Val Policy_loss: 1.6413
1043
+ 2025-12-04 17:47:09 - INFO - Val Value_loss: 12.1989
1044
+ 2025-12-04 17:47:09 - INFO - Val Value_mae: 3.2088
1045
+ 2025-12-04 17:47:09 - INFO - Val Value_mse: 12.1989
1046
+ 2025-12-04 17:55:40 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1047
+ 2025-12-04 17:55:42 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1048
+ 2025-12-04 17:55:42 - INFO -
1049
+ 2025-12-04 17:55:42 - INFO - Epoch 45/50 Summary:
1050
+ 2025-12-04 17:55:42 - INFO - Train Loss: 2.4410
1051
+ 2025-12-04 17:55:42 - INFO - Train Num_policy_tokens: 7985.6375
1052
+ 2025-12-04 17:55:42 - INFO - Train Num_value_predictions: 20.0000
1053
+ 2025-12-04 17:55:42 - INFO - Train Policy_error: 0.3423
1054
+ 2025-12-04 17:55:42 - INFO - Train Policy_loss: 1.6646
1055
+ 2025-12-04 17:55:42 - INFO - Train Value_loss: 12.9476
1056
+ 2025-12-04 17:55:42 - INFO - Train Value_mae: 3.3260
1057
+ 2025-12-04 17:55:42 - INFO - Train Value_mse: 12.9476
1058
+ 2025-12-04 17:55:42 - INFO - Val Loss: 2.3722
1059
+ 2025-12-04 17:55:42 - INFO - Val Num_policy_tokens: 7726.2727
1060
+ 2025-12-04 17:55:42 - INFO - Val Num_value_predictions: 19.2727
1061
+ 2025-12-04 17:55:42 - INFO - Val Policy_error: 0.3356
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+ 2025-12-04 17:55:42 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 17:55:42 - INFO - Val Value_loss: 12.1989
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+ 2025-12-04 17:55:42 - INFO - Val Value_mae: 3.2116
1065
+ 2025-12-04 17:55:42 - INFO - Val Value_mse: 12.1989
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+ 2025-12-04 18:04:11 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 18:04:13 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1068
+ 2025-12-04 18:04:13 - INFO -
1069
+ 2025-12-04 18:04:13 - INFO - Epoch 46/50 Summary:
1070
+ 2025-12-04 18:04:13 - INFO - Train Loss: 2.4406
1071
+ 2025-12-04 18:04:13 - INFO - Train Num_policy_tokens: 7982.9595
1072
+ 2025-12-04 18:04:13 - INFO - Train Num_value_predictions: 20.0000
1073
+ 2025-12-04 18:04:13 - INFO - Train Policy_error: 0.3422
1074
+ 2025-12-04 18:04:13 - INFO - Train Policy_loss: 1.6638
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+ 2025-12-04 18:04:13 - INFO - Train Value_loss: 12.9453
1076
+ 2025-12-04 18:04:13 - INFO - Train Value_mae: 3.3223
1077
+ 2025-12-04 18:04:13 - INFO - Train Value_mse: 12.9453
1078
+ 2025-12-04 18:04:13 - INFO - Val Loss: 2.3707
1079
+ 2025-12-04 18:04:13 - INFO - Val Num_policy_tokens: 7726.2727
1080
+ 2025-12-04 18:04:13 - INFO - Val Num_value_predictions: 19.2727
1081
+ 2025-12-04 18:04:13 - INFO - Val Policy_error: 0.3358
1082
+ 2025-12-04 18:04:13 - INFO - Val Policy_loss: 1.6406
1083
+ 2025-12-04 18:04:13 - INFO - Val Value_loss: 12.2017
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+ 2025-12-04 18:04:13 - INFO - Val Value_mae: 3.2145
1085
+ 2025-12-04 18:04:13 - INFO - Val Value_mse: 12.2017
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+ 2025-12-04 18:12:42 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
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+ 2025-12-04 18:12:44 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1088
+ 2025-12-04 18:12:44 - INFO -
1089
+ 2025-12-04 18:12:44 - INFO - Epoch 47/50 Summary:
1090
+ 2025-12-04 18:12:44 - INFO - Train Loss: 2.4414
1091
+ 2025-12-04 18:12:44 - INFO - Train Num_policy_tokens: 7983.9531
1092
+ 2025-12-04 18:12:44 - INFO - Train Num_value_predictions: 20.0000
1093
+ 2025-12-04 18:12:44 - INFO - Train Policy_error: 0.3424
1094
+ 2025-12-04 18:12:44 - INFO - Train Policy_loss: 1.6646
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+ 2025-12-04 18:12:44 - INFO - Train Value_loss: 12.9496
1096
+ 2025-12-04 18:12:44 - INFO - Train Value_mae: 3.3263
1097
+ 2025-12-04 18:12:44 - INFO - Train Value_mse: 12.9496
1098
+ 2025-12-04 18:12:44 - INFO - Val Loss: 2.3736
1099
+ 2025-12-04 18:12:44 - INFO - Val Num_policy_tokens: 7726.2727
1100
+ 2025-12-04 18:12:44 - INFO - Val Num_value_predictions: 19.2727
1101
+ 2025-12-04 18:12:44 - INFO - Val Policy_error: 0.3356
1102
+ 2025-12-04 18:12:44 - INFO - Val Policy_loss: 1.6406
1103
+ 2025-12-04 18:12:44 - INFO - Val Value_loss: 12.2017
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+ 2025-12-04 18:12:44 - INFO - Val Value_mae: 3.2145
1105
+ 2025-12-04 18:12:44 - INFO - Val Value_mse: 12.2017
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+ 2025-12-04 18:21:15 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1107
+ 2025-12-04 18:21:16 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1108
+ 2025-12-04 18:21:16 - INFO -
1109
+ 2025-12-04 18:21:16 - INFO - Epoch 48/50 Summary:
1110
+ 2025-12-04 18:21:16 - INFO - Train Loss: 2.4412
1111
+ 2025-12-04 18:21:16 - INFO - Train Num_policy_tokens: 7984.5267
1112
+ 2025-12-04 18:21:16 - INFO - Train Num_value_predictions: 20.0000
1113
+ 2025-12-04 18:21:16 - INFO - Train Policy_error: 0.3424
1114
+ 2025-12-04 18:21:16 - INFO - Train Policy_loss: 1.6642
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+ 2025-12-04 18:21:16 - INFO - Train Value_loss: 12.9485
1116
+ 2025-12-04 18:21:17 - INFO - Train Value_mae: 3.3246
1117
+ 2025-12-04 18:21:17 - INFO - Train Value_mse: 12.9485
1118
+ 2025-12-04 18:21:17 - INFO - Val Loss: 2.3736
1119
+ 2025-12-04 18:21:17 - INFO - Val Num_policy_tokens: 7726.2727
1120
+ 2025-12-04 18:21:17 - INFO - Val Num_value_predictions: 19.2727
1121
+ 2025-12-04 18:21:17 - INFO - Val Policy_error: 0.3357
1122
+ 2025-12-04 18:21:17 - INFO - Val Policy_loss: 1.6413
1123
+ 2025-12-04 18:21:17 - INFO - Val Value_loss: 12.2131
1124
+ 2025-12-04 18:21:17 - INFO - Val Value_mae: 3.2145
1125
+ 2025-12-04 18:21:17 - INFO - Val Value_mse: 12.2131
1126
+ 2025-12-04 18:29:47 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1127
+ 2025-12-04 18:29:49 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1128
+ 2025-12-04 18:29:49 - INFO -
1129
+ 2025-12-04 18:29:49 - INFO - Epoch 49/50 Summary:
1130
+ 2025-12-04 18:29:49 - INFO - Train Loss: 2.4410
1131
+ 2025-12-04 18:29:49 - INFO - Train Num_policy_tokens: 7984.5181
1132
+ 2025-12-04 18:29:49 - INFO - Train Num_value_predictions: 20.0000
1133
+ 2025-12-04 18:29:49 - INFO - Train Policy_error: 0.3423
1134
+ 2025-12-04 18:29:49 - INFO - Train Policy_loss: 1.6644
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+ 2025-12-04 18:29:49 - INFO - Train Value_loss: 12.9352
1136
+ 2025-12-04 18:29:49 - INFO - Train Value_mae: 3.3225
1137
+ 2025-12-04 18:29:49 - INFO - Train Value_mse: 12.9352
1138
+ 2025-12-04 18:29:49 - INFO - Val Loss: 2.3736
1139
+ 2025-12-04 18:29:49 - INFO - Val Num_policy_tokens: 7726.2727
1140
+ 2025-12-04 18:29:49 - INFO - Val Num_value_predictions: 19.2727
1141
+ 2025-12-04 18:29:49 - INFO - Val Policy_error: 0.3360
1142
+ 2025-12-04 18:29:49 - INFO - Val Policy_loss: 1.6413
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+ 2025-12-04 18:29:49 - INFO - Val Value_loss: 12.2017
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+ 2025-12-04 18:29:49 - INFO - Val Value_mae: 3.2102
1145
+ 2025-12-04 18:29:49 - INFO - Val Value_mse: 12.2017
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+ 2025-12-04 18:38:19 - INFO - Checkpoint saved: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1147
+ 2025-12-04 18:38:21 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251204-trigo-value-gpt2-l6-h64-251125-lr500/checkpoints/latest.chkpt
1148
+ 2025-12-04 18:38:21 - INFO -
1149
+ 2025-12-04 18:38:21 - INFO - Epoch 50/50 Summary:
1150
+ 2025-12-04 18:38:21 - INFO - Train Loss: 2.4410
1151
+ 2025-12-04 18:38:21 - INFO - Train Num_policy_tokens: 7982.3092
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+ 2025-12-04 18:38:21 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-04 18:38:21 - INFO - Train Policy_error: 0.3423
1154
+ 2025-12-04 18:38:21 - INFO - Train Policy_loss: 1.6640
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+ 2025-12-04 18:38:21 - INFO - Train Value_loss: 12.9536
1156
+ 2025-12-04 18:38:21 - INFO - Train Value_mae: 3.3261
1157
+ 2025-12-04 18:38:21 - INFO - Train Value_mse: 12.9536
1158
+ 2025-12-04 18:38:21 - INFO - Val Loss: 2.3722
1159
+ 2025-12-04 18:38:21 - INFO - Val Num_policy_tokens: 7726.2727
1160
+ 2025-12-04 18:38:21 - INFO - Val Num_value_predictions: 19.2727
1161
+ 2025-12-04 18:38:21 - INFO - Val Policy_error: 0.3360
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+ 2025-12-04 18:38:21 - INFO - Val Policy_loss: 1.6406
1163
+ 2025-12-04 18:38:21 - INFO - Val Value_loss: 12.1932
1164
+ 2025-12-04 18:38:21 - INFO - Val Value_mae: 3.2145
1165
+ 2025-12-04 18:38:21 - INFO - Val Value_mse: 12.1932
1166
+ 2025-12-04 18:38:27 - INFO - TensorBoard writer closed
1167
+ 2025-12-04 18:38:27 - INFO -
1168
+ 2025-12-04 18:38:27 - INFO - ================================================================================
1169
+ 2025-12-04 18:38:27 - INFO - Training Complete
1170
+ 2025-12-04 18:38:27 - INFO - ================================================================================
1171
+ 2025-12-04 18:38:27 - INFO -
1172
+ 2025-12-04 18:38:27 - INFO - Training completed successfully!
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+ id: trigor/20251213-trigo-value-gpt2-l6-h64-251211
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+ desc:
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+ - 'data_dir: /root/data/trigoRL/selfplay/iteration1-sim40-20251211/'
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+ seed: 42
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+ 2025-12-13 18:14:25 - INFO - ================================================================================
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+ 2025-12-13 18:14:25 - INFO - Attention Language Model Training
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+ 2025-12-13 18:14:25 - INFO - ================================================================================
4
+ 2025-12-13 18:14:25 - INFO - Experiment ID: trigor/20251213-trigo-value-gpt2-l6-h64-251211
5
+ 2025-12-13 18:14:25 - INFO - Output directory: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211
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+ 2025-12-13 18:14:25 - INFO - Config saved to: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/config.yaml
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+ 2025-12-13 18:14:25 - INFO - Log file: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/train.log
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+ 2025-12-13 18:14:25 - INFO -
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+ 2025-12-13 18:14:25 - INFO - Configuration:
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+ 2025-12-13 18:14:25 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
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+ desc:
12
+ - 'data_dir: ${paths.data}/trigoRL/selfplay/iteration1-sim40-20251211/'
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+ paths:
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+ root: .
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+ data: /root/data
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+ output: /root/training
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+ data:
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+ type: TGNValueDataset
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+ data_dir: ${paths.data}/trigoRL/selfplay/iteration1-sim40-20251211/
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+ max_length: 8192
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+ min_length: 10
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+ max_file_size: 10000
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+ tokenizer_config: {}
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+ val_split: 49/50
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+ loader:
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+ batch_size: 20
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+ shuffle: true
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+ type: ValueCausalLoss
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+ config:
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+ type: GPT2CausalLM
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+ config:
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+ vocab_size: 128
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+ hidden_size: 64
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+ num_layers: 6
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+ num_heads: 8
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+ max_seq_len: 8192
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+ dropout: 0.1
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+ activation: gelu_new
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+ intermediate_size: 256
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+ layer_norm_eps: 1.0e-05
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+ epochs: 50
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+ learning_rate: 0.0001
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+ weight_decay: 0.01
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+ warmup_steps: 50
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+ max_grad_norm: 1.0
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+ gradient_accumulation_steps: 1
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+ epoch_size: null
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+ dtype: bfloat16
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+ scheduler:
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+ type: inverse_sqrt
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+ d_model: 64
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+ lr_mul: 500.0
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+ save_frequency: 1
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+ keep_n_checkpoints: 3
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+ save_mode: best
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+ monitor:
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+ field: val_loss
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+ mode: min
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+ log_frequency: 160
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+ wandb:
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+ enabled: true
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+ tags:
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+ - gpt2
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+ - value-head
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+ - dual-head
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+ - rl-discount
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+ tensorboard:
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+ enabled: true
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+ env:
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+ CUDA_VISIBLE_DEVICES: 6
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+ eval:
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+ eval_frequency: 1
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+ eval_batches: 50
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+ device: cuda
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+ seed: 42
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+ deterministic: true
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+
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+ 2025-12-13 18:14:25 - INFO - ================================================================================
99
+ 2025-12-13 18:14:25 - INFO - Setting Random Seeds
100
+ 2025-12-13 18:14:25 - INFO - ================================================================================
101
+ 2025-12-13 18:14:25 - INFO - Seed: 42
102
+ 2025-12-13 18:14:25 - INFO - Deterministic: True
103
+ 2025-12-13 18:14:25 - INFO -
104
+ 2025-12-13 18:14:25 - INFO - Device: cuda
105
+ 2025-12-13 18:14:26 - INFO - GPU: NVIDIA GeForce RTX 4090
106
+ 2025-12-13 18:14:26 - INFO - Memory: 25.25 GB
107
+ 2025-12-13 18:14:26 - INFO - ================================================================================
108
+ 2025-12-13 18:14:26 - INFO - Creating Datasets
109
+ 2025-12-13 18:14:26 - INFO - ================================================================================
110
+ 2025-12-13 18:14:26 - INFO -
111
+ 2025-12-13 18:14:26 - INFO - Datasets created:
112
+ 2025-12-13 18:14:26 - INFO - Training: 9602 samples, 480 batches
113
+ 2025-12-13 18:14:26 - INFO - Validation: 175 samples, 9 batches
114
+ 2025-12-13 18:14:26 - INFO -
115
+ 2025-12-13 18:14:26 - INFO - ================================================================================
116
+ 2025-12-13 18:14:26 - INFO - Creating Trainer
117
+ 2025-12-13 18:14:26 - INFO - ================================================================================
118
+ 2025-12-13 18:14:26 - INFO -
119
+ 2025-12-13 18:14:26 - INFO - Setting trainer environment variables from config:
120
+ 2025-12-13 18:14:26 - INFO - CUDA_VISIBLE_DEVICES: 7 (already set, not overriding)
121
+ 2025-12-13 18:14:26 - INFO - ================================================================================
122
+ 2025-12-13 18:14:26 - INFO - Creating Model
123
+ 2025-12-13 18:14:26 - INFO - ================================================================================
124
+ 2025-12-13 18:14:26 - INFO - Converting model to dtype: torch.bfloat16
125
+ 2025-12-13 18:14:26 - INFO -
126
+ 2025-12-13 18:14:26 - INFO - Model created:
127
+ 2025-12-13 18:14:26 - INFO - Type: ValueCausalLoss
128
+ 2025-12-13 18:14:26 - INFO - Base model: GPT2CausalLM
129
+ 2025-12-13 18:14:26 - INFO - Total parameters: 849,537
130
+ 2025-12-13 18:14:26 - INFO - Trainable parameters: 849,537
131
+ 2025-12-13 18:14:26 - INFO - Dtype: torch.bfloat16
132
+ 2025-12-13 18:14:29 - INFO -
133
+ 2025-12-13 18:14:29 - INFO - Trainer initialized:
134
+ 2025-12-13 18:14:29 - INFO - Device: cuda
135
+ 2025-12-13 18:14:29 - INFO - Checkpoint dir: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints
136
+ 2025-12-13 18:14:29 - INFO - Training samples: 9602
137
+ 2025-12-13 18:14:29 - INFO - Validation samples: 175
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+ 2025-12-13 18:14:29 - INFO - Batch size: 20
139
+ 2025-12-13 18:14:29 - INFO - Gradient accumulation steps: 1
140
+ 2025-12-13 18:14:29 - INFO - Effective batch size: 20
141
+ 2025-12-13 18:14:29 - INFO - Epoch size: full dataset (480 batches)
142
+ 2025-12-13 18:14:29 - INFO - Epochs: 50
143
+ 2025-12-13 18:14:29 - INFO - Learning rate: 0.0001
144
+ 2025-12-13 18:14:29 - INFO - Warmup steps: 50
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+ 2025-12-13 18:14:29 - INFO - Log frequency: every 160 examples
146
+ 2025-12-13 18:14:29 - INFO - Wandb logging: enabled
147
+ 2025-12-13 18:14:29 - INFO - TensorBoard logging: enabled
148
+ 2025-12-13 18:14:29 - INFO -
149
+ 2025-12-13 18:14:29 - INFO - ================================================================================
150
+ 2025-12-13 18:14:29 - INFO - Starting Training
151
+ 2025-12-13 18:14:29 - INFO - ================================================================================
152
+ 2025-12-13 18:14:29 - INFO -
153
+ 2025-12-13 18:14:29 - INFO - Evaluating initial model (epoch 0)...
154
+ 2025-12-13 18:14:33 - INFO -
155
+ 2025-12-13 18:14:33 - INFO - Initial model metrics:
156
+ 2025-12-13 18:14:33 - INFO - Loss: 5.4618
157
+ 2025-12-13 18:14:33 - INFO - Num_policy_tokens: 9127.0000
158
+ 2025-12-13 18:14:33 - INFO - Num_value_predictions: 19.4444
159
+ 2025-12-13 18:14:33 - INFO - Policy_error: 0.9313
160
+ 2025-12-13 18:14:33 - INFO - Policy_loss: 4.8438
161
+ 2025-12-13 18:14:33 - INFO - Value_loss: 10.3021
162
+ 2025-12-13 18:14:33 - INFO - Value_mae: 2.9201
163
+ 2025-12-13 18:14:33 - INFO - Value_mse: 10.3021
164
+ 2025-12-13 18:14:33 - INFO -
165
+ 2025-12-13 18:23:29 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0000_val_loss_2.6128.chkpt
166
+ 2025-12-13 18:23:32 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0000_val_loss_2.6128.chkpt
167
+ 2025-12-13 18:23:32 - INFO -
168
+ 2025-12-13 18:23:32 - INFO - Epoch 1/50 Summary:
169
+ 2025-12-13 18:23:32 - INFO - Train Loss: 3.0549
170
+ 2025-12-13 18:23:32 - INFO - Train Num_policy_tokens: 9134.8438
171
+ 2025-12-13 18:23:32 - INFO - Train Num_value_predictions: 20.0000
172
+ 2025-12-13 18:23:32 - INFO - Train Policy_error: 0.5469
173
+ 2025-12-13 18:23:32 - INFO - Train Policy_loss: 2.4486
174
+ 2025-12-13 18:23:32 - INFO - Train Value_loss: 10.1076
175
+ 2025-12-13 18:23:32 - INFO - Train Value_mae: 2.8592
176
+ 2025-12-13 18:23:32 - INFO - Train Value_mse: 10.1076
177
+ 2025-12-13 18:23:32 - INFO - Val Loss: 2.6128
178
+ 2025-12-13 18:23:32 - INFO - Val Num_policy_tokens: 9127.0000
179
+ 2025-12-13 18:23:32 - INFO - Val Num_value_predictions: 19.4444
180
+ 2025-12-13 18:23:32 - INFO - Val Policy_error: 0.4560
181
+ 2025-12-13 18:23:32 - INFO - Val Policy_loss: 2.0000
182
+ 2025-12-13 18:23:32 - INFO - Val Value_loss: 10.2222
183
+ 2025-12-13 18:23:32 - INFO - Val Value_mae: 2.9062
184
+ 2025-12-13 18:23:32 - INFO - Val Value_mse: 10.2222
185
+ 2025-12-13 18:32:29 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0001_val_loss_2.5399.chkpt
186
+ 2025-12-13 18:32:31 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0001_val_loss_2.5399.chkpt
187
+ 2025-12-13 18:32:31 - INFO -
188
+ 2025-12-13 18:32:31 - INFO - Epoch 2/50 Summary:
189
+ 2025-12-13 18:32:31 - INFO - Train Loss: 2.5953
190
+ 2025-12-13 18:32:31 - INFO - Train Num_policy_tokens: 9135.1437
191
+ 2025-12-13 18:32:31 - INFO - Train Num_value_predictions: 20.0000
192
+ 2025-12-13 18:32:31 - INFO - Train Policy_error: 0.4439
193
+ 2025-12-13 18:32:31 - INFO - Train Policy_loss: 1.9912
194
+ 2025-12-13 18:32:31 - INFO - Train Value_loss: 10.0711
195
+ 2025-12-13 18:32:31 - INFO - Train Value_mae: 2.8532
196
+ 2025-12-13 18:32:31 - INFO - Train Value_mse: 10.0711
197
+ 2025-12-13 18:32:31 - INFO - Val Loss: 2.5399
198
+ 2025-12-13 18:32:31 - INFO - Val Num_policy_tokens: 9127.0000
199
+ 2025-12-13 18:32:31 - INFO - Val Num_value_predictions: 19.4444
200
+ 2025-12-13 18:32:31 - INFO - Val Policy_error: 0.4352
201
+ 2025-12-13 18:32:31 - INFO - Val Policy_loss: 1.9245
202
+ 2025-12-13 18:32:31 - INFO - Val Value_loss: 10.2465
203
+ 2025-12-13 18:32:31 - INFO - Val Value_mae: 2.9062
204
+ 2025-12-13 18:32:31 - INFO - Val Value_mse: 10.2465
205
+ 2025-12-13 18:41:29 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0002_val_loss_2.5052.chkpt
206
+ 2025-12-13 18:41:31 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0002_val_loss_2.5052.chkpt
207
+ 2025-12-13 18:41:31 - INFO -
208
+ 2025-12-13 18:41:31 - INFO - Epoch 3/50 Summary:
209
+ 2025-12-13 18:41:31 - INFO - Train Loss: 2.5453
210
+ 2025-12-13 18:41:31 - INFO - Train Num_policy_tokens: 9136.3229
211
+ 2025-12-13 18:41:31 - INFO - Train Num_value_predictions: 20.0000
212
+ 2025-12-13 18:41:31 - INFO - Train Policy_error: 0.4293
213
+ 2025-12-13 18:41:31 - INFO - Train Policy_loss: 1.9407
214
+ 2025-12-13 18:41:31 - INFO - Train Value_loss: 10.0760
215
+ 2025-12-13 18:41:31 - INFO - Train Value_mae: 2.8560
216
+ 2025-12-13 18:41:31 - INFO - Train Value_mse: 10.0760
217
+ 2025-12-13 18:41:31 - INFO - Val Loss: 2.5052
218
+ 2025-12-13 18:41:31 - INFO - Val Num_policy_tokens: 9127.0000
219
+ 2025-12-13 18:41:31 - INFO - Val Num_value_predictions: 19.4444
220
+ 2025-12-13 18:41:31 - INFO - Val Policy_error: 0.4225
221
+ 2025-12-13 18:41:31 - INFO - Val Policy_loss: 1.8941
222
+ 2025-12-13 18:41:31 - INFO - Val Value_loss: 10.2326
223
+ 2025-12-13 18:41:31 - INFO - Val Value_mae: 2.9045
224
+ 2025-12-13 18:41:31 - INFO - Val Value_mse: 10.2326
225
+ 2025-12-13 18:50:28 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0003_val_loss_2.4896.chkpt
226
+ 2025-12-13 18:50:31 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0003_val_loss_2.4896.chkpt
227
+ 2025-12-13 18:50:31 - INFO -
228
+ 2025-12-13 18:50:31 - INFO - Epoch 4/50 Summary:
229
+ 2025-12-13 18:50:31 - INFO - Train Loss: 2.5175
230
+ 2025-12-13 18:50:31 - INFO - Train Num_policy_tokens: 9133.7188
231
+ 2025-12-13 18:50:31 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 18:50:31 - INFO - Train Policy_error: 0.4207
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+ 2025-12-13 18:50:31 - INFO - Train Policy_loss: 1.9131
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+ 2025-12-13 18:50:31 - INFO - Train Value_loss: 10.0790
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+ 2025-12-13 18:50:31 - INFO - Train Value_mae: 2.8540
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+ 2025-12-13 18:50:31 - INFO - Train Value_mse: 10.0790
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+ 2025-12-13 18:50:31 - INFO - Val Loss: 2.4896
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+ 2025-12-13 18:50:31 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 18:50:31 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 18:50:31 - INFO - Val Policy_error: 0.4174
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+ 2025-12-13 18:50:31 - INFO - Val Policy_loss: 1.8759
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+ 2025-12-13 18:50:31 - INFO - Val Value_loss: 10.2257
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+ 2025-12-13 18:50:31 - INFO - Val Value_mae: 2.9028
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+ 2025-12-13 18:50:31 - INFO - Val Value_mse: 10.2257
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+ 2025-12-13 18:59:27 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0004_val_loss_2.4740.chkpt
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+ 2025-12-13 18:59:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0004_val_loss_2.4740.chkpt
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+ 2025-12-13 18:59:30 - INFO -
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+ 2025-12-13 18:59:30 - INFO - Epoch 5/50 Summary:
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+ 2025-12-13 18:59:30 - INFO - Train Loss: 2.5015
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+ 2025-12-13 18:59:30 - INFO - Train Num_policy_tokens: 9135.9792
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+ 2025-12-13 18:59:30 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 18:59:30 - INFO - Train Policy_error: 0.4158
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+ 2025-12-13 18:59:30 - INFO - Train Policy_loss: 1.8974
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+ 2025-12-13 18:59:30 - INFO - Train Value_loss: 10.0740
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+ 2025-12-13 18:59:30 - INFO - Train Value_mae: 2.8532
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+ 2025-12-13 18:59:30 - INFO - Train Value_mse: 10.0740
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+ 2025-12-13 18:59:30 - INFO - Val Loss: 2.4740
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+ 2025-12-13 18:59:30 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 18:59:30 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 18:59:30 - INFO - Val Policy_error: 0.4129
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+ 2025-12-13 18:59:30 - INFO - Val Policy_loss: 1.8620
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+ 2025-12-13 18:59:30 - INFO - Val Value_loss: 10.2326
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+ 2025-12-13 18:59:30 - INFO - Val Value_mae: 2.9045
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+ 2025-12-13 18:59:30 - INFO - Val Value_mse: 10.2326
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+ 2025-12-13 19:08:27 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0005_val_loss_2.4705.chkpt
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+ 2025-12-13 19:08:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0005_val_loss_2.4705.chkpt
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+ 2025-12-13 19:08:30 - INFO -
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+ 2025-12-13 19:08:30 - INFO - Epoch 6/50 Summary:
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+ 2025-12-13 19:08:30 - INFO - Train Loss: 2.4930
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+ 2025-12-13 19:08:30 - INFO - Train Num_policy_tokens: 9136.1604
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+ 2025-12-13 19:08:30 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 19:08:30 - INFO - Train Policy_error: 0.4131
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+ 2025-12-13 19:08:30 - INFO - Train Policy_loss: 1.8893
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+ 2025-12-13 19:08:30 - INFO - Train Value_loss: 10.0651
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+ 2025-12-13 19:08:30 - INFO - Train Value_mae: 2.8525
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+ 2025-12-13 19:08:30 - INFO - Train Value_mse: 10.0651
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+ 2025-12-13 19:08:30 - INFO - Val Loss: 2.4705
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+ 2025-12-13 19:08:30 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 19:08:30 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 19:08:30 - INFO - Val Policy_error: 0.4124
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+ 2025-12-13 19:08:30 - INFO - Val Policy_loss: 1.8559
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+ 2025-12-13 19:08:30 - INFO - Val Value_loss: 10.2222
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+ 2025-12-13 19:08:30 - INFO - Val Value_mae: 2.9010
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+ 2025-12-13 19:08:30 - INFO - Val Value_mse: 10.2222
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+ 2025-12-13 19:17:28 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0006_val_loss_2.4653.chkpt
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+ 2025-12-13 19:17:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0006_val_loss_2.4653.chkpt
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+ 2025-12-13 19:17:30 - INFO -
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+ 2025-12-13 19:17:30 - INFO - Epoch 7/50 Summary:
289
+ 2025-12-13 19:17:30 - INFO - Train Loss: 2.4869
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+ 2025-12-13 19:17:30 - INFO - Train Num_policy_tokens: 9135.9104
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+ 2025-12-13 19:17:30 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 19:17:30 - INFO - Train Policy_error: 0.4111
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+ 2025-12-13 19:17:30 - INFO - Train Policy_loss: 1.8831
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+ 2025-12-13 19:17:30 - INFO - Train Value_loss: 10.0581
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+ 2025-12-13 19:17:30 - INFO - Train Value_mae: 2.8521
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+ 2025-12-13 19:17:30 - INFO - Train Value_mse: 10.0581
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+ 2025-12-13 19:17:30 - INFO - Val Loss: 2.4653
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+ 2025-12-13 19:17:30 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 19:17:30 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 19:17:30 - INFO - Val Policy_error: 0.4095
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+ 2025-12-13 19:17:30 - INFO - Val Policy_loss: 1.8516
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+ 2025-12-13 19:17:30 - INFO - Val Value_loss: 10.2222
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+ 2025-12-13 19:17:30 - INFO - Val Value_mae: 2.8976
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+ 2025-12-13 19:17:30 - INFO - Val Value_mse: 10.2222
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+ 2025-12-13 19:26:27 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0007_val_loss_2.4601.chkpt
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+ 2025-12-13 19:26:29 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0007_val_loss_2.4601.chkpt
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+ 2025-12-13 19:26:29 - INFO -
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+ 2025-12-13 19:26:29 - INFO - Epoch 8/50 Summary:
309
+ 2025-12-13 19:26:29 - INFO - Train Loss: 2.4814
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+ 2025-12-13 19:26:29 - INFO - Train Num_policy_tokens: 9135.1896
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+ 2025-12-13 19:26:29 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 19:26:29 - INFO - Train Policy_error: 0.4095
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+ 2025-12-13 19:26:29 - INFO - Train Policy_loss: 1.8785
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+ 2025-12-13 19:26:29 - INFO - Train Value_loss: 10.0535
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+ 2025-12-13 19:26:29 - INFO - Train Value_mae: 2.8519
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+ 2025-12-13 19:26:29 - INFO - Train Value_mse: 10.0535
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+ 2025-12-13 19:26:29 - INFO - Val Loss: 2.4601
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+ 2025-12-13 19:26:29 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 19:26:29 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 19:26:29 - INFO - Val Policy_error: 0.4084
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+ 2025-12-13 19:26:29 - INFO - Val Policy_loss: 1.8455
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+ 2025-12-13 19:26:29 - INFO - Val Value_loss: 10.2153
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+ 2025-12-13 19:26:29 - INFO - Val Value_mae: 2.9028
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+ 2025-12-13 19:26:29 - INFO - Val Value_mse: 10.2153
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+ 2025-12-13 19:35:26 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 19:35:28 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 19:35:28 - INFO -
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+ 2025-12-13 19:35:28 - INFO - Epoch 9/50 Summary:
329
+ 2025-12-13 19:35:28 - INFO - Train Loss: 2.4781
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+ 2025-12-13 19:35:28 - INFO - Train Num_policy_tokens: 9131.9937
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+ 2025-12-13 19:35:28 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 19:35:28 - INFO - Train Policy_error: 0.4085
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+ 2025-12-13 19:35:28 - INFO - Train Policy_loss: 1.8752
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+ 2025-12-13 19:35:28 - INFO - Train Value_loss: 10.0499
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+ 2025-12-13 19:35:28 - INFO - Train Value_mae: 2.8509
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+ 2025-12-13 19:35:28 - INFO - Train Value_mse: 10.0499
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+ 2025-12-13 19:35:28 - INFO - Val Loss: 2.4618
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+ 2025-12-13 19:35:28 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 19:35:28 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 19:35:28 - INFO - Val Policy_error: 0.4056
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+ 2025-12-13 19:35:28 - INFO - Val Policy_loss: 1.8446
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+ 2025-12-13 19:35:28 - INFO - Val Value_loss: 10.2222
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+ 2025-12-13 19:35:28 - INFO - Val Value_mae: 2.9045
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+ 2025-12-13 19:35:28 - INFO - Val Value_mse: 10.2222
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+ 2025-12-13 19:44:26 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0009_val_loss_2.4583.chkpt
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+ 2025-12-13 19:44:29 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0009_val_loss_2.4583.chkpt
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+ 2025-12-13 19:44:29 - INFO -
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+ 2025-12-13 19:44:29 - INFO - Epoch 10/50 Summary:
349
+ 2025-12-13 19:44:29 - INFO - Train Loss: 2.4769
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+ 2025-12-13 19:44:29 - INFO - Train Num_policy_tokens: 9135.0750
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+ 2025-12-13 19:44:29 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 19:44:29 - INFO - Train Policy_error: 0.4082
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+ 2025-12-13 19:44:29 - INFO - Train Policy_loss: 1.8736
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+ 2025-12-13 19:44:29 - INFO - Train Value_loss: 10.0546
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+ 2025-12-13 19:44:29 - INFO - Train Value_mae: 2.8517
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+ 2025-12-13 19:44:29 - INFO - Train Value_mse: 10.0546
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+ 2025-12-13 19:44:29 - INFO - Val Loss: 2.4583
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+ 2025-12-13 19:44:29 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 19:44:29 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 19:44:29 - INFO - Val Policy_error: 0.4073
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+ 2025-12-13 19:44:29 - INFO - Val Policy_loss: 1.8446
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+ 2025-12-13 19:44:29 - INFO - Val Value_loss: 10.2188
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+ 2025-12-13 19:44:29 - INFO - Val Value_mae: 2.9028
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+ 2025-12-13 19:44:29 - INFO - Val Value_mse: 10.2188
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+ 2025-12-13 19:53:25 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0010_val_loss_2.4566.chkpt
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+ 2025-12-13 19:53:28 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0010_val_loss_2.4566.chkpt
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+ 2025-12-13 19:53:28 - INFO -
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+ 2025-12-13 19:53:28 - INFO - Epoch 11/50 Summary:
369
+ 2025-12-13 19:53:28 - INFO - Train Loss: 2.4747
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+ 2025-12-13 19:53:28 - INFO - Train Num_policy_tokens: 9134.3396
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+ 2025-12-13 19:53:28 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 19:53:28 - INFO - Train Policy_error: 0.4071
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+ 2025-12-13 19:53:28 - INFO - Train Policy_loss: 1.8712
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+ 2025-12-13 19:53:28 - INFO - Train Value_loss: 10.0566
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+ 2025-12-13 19:53:28 - INFO - Train Value_mae: 2.8522
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+ 2025-12-13 19:53:28 - INFO - Train Value_mse: 10.0566
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+ 2025-12-13 19:53:28 - INFO - Val Loss: 2.4566
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+ 2025-12-13 19:53:28 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 19:53:28 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 19:53:28 - INFO - Val Policy_error: 0.4069
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+ 2025-12-13 19:53:28 - INFO - Val Policy_loss: 1.8420
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+ 2025-12-13 19:53:28 - INFO - Val Value_loss: 10.2222
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+ 2025-12-13 19:53:28 - INFO - Val Value_mae: 2.9028
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+ 2025-12-13 19:53:28 - INFO - Val Value_mse: 10.2222
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+ 2025-12-13 20:02:25 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0011_val_loss_2.4497.chkpt
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+ 2025-12-13 20:02:27 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0011_val_loss_2.4497.chkpt
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+ 2025-12-13 20:02:27 - INFO -
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+ 2025-12-13 20:02:27 - INFO - Epoch 12/50 Summary:
389
+ 2025-12-13 20:02:27 - INFO - Train Loss: 2.4737
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+ 2025-12-13 20:02:27 - INFO - Train Num_policy_tokens: 9136.2542
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+ 2025-12-13 20:02:27 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 20:02:27 - INFO - Train Policy_error: 0.4071
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+ 2025-12-13 20:02:27 - INFO - Train Policy_loss: 1.8708
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+ 2025-12-13 20:02:27 - INFO - Train Value_loss: 10.0465
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+ 2025-12-13 20:02:27 - INFO - Train Value_mae: 2.8521
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+ 2025-12-13 20:02:27 - INFO - Train Value_mse: 10.0465
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+ 2025-12-13 20:02:27 - INFO - Val Loss: 2.4497
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+ 2025-12-13 20:02:27 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 20:02:27 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 20:02:27 - INFO - Val Policy_error: 0.4054
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+ 2025-12-13 20:02:27 - INFO - Val Policy_loss: 1.8394
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+ 2025-12-13 20:02:27 - INFO - Val Value_loss: 10.2049
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+ 2025-12-13 20:02:27 - INFO - Val Value_mae: 2.8993
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+ 2025-12-13 20:02:27 - INFO - Val Value_mse: 10.2049
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+ 2025-12-13 20:11:23 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 20:11:26 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 20:11:26 - INFO -
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+ 2025-12-13 20:11:26 - INFO - Epoch 13/50 Summary:
409
+ 2025-12-13 20:11:26 - INFO - Train Loss: 2.4735
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+ 2025-12-13 20:11:26 - INFO - Train Num_policy_tokens: 9134.4188
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+ 2025-12-13 20:11:26 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 20:11:26 - INFO - Train Policy_error: 0.4073
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+ 2025-12-13 20:11:26 - INFO - Train Policy_loss: 1.8707
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+ 2025-12-13 20:11:26 - INFO - Train Value_loss: 10.0480
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+ 2025-12-13 20:11:26 - INFO - Train Value_mae: 2.8506
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+ 2025-12-13 20:11:26 - INFO - Train Value_mse: 10.0480
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+ 2025-12-13 20:11:26 - INFO - Val Loss: 2.4514
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+ 2025-12-13 20:11:26 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 20:11:26 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 20:11:26 - INFO - Val Policy_error: 0.4053
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+ 2025-12-13 20:11:26 - INFO - Val Policy_loss: 1.8394
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+ 2025-12-13 20:11:26 - INFO - Val Value_loss: 10.2257
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+ 2025-12-13 20:11:26 - INFO - Val Value_mae: 2.9010
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+ 2025-12-13 20:11:26 - INFO - Val Value_mse: 10.2257
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+ 2025-12-13 20:20:23 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 20:20:25 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
427
+ 2025-12-13 20:20:25 - INFO -
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+ 2025-12-13 20:20:25 - INFO - Epoch 14/50 Summary:
429
+ 2025-12-13 20:20:25 - INFO - Train Loss: 2.4734
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+ 2025-12-13 20:20:25 - INFO - Train Num_policy_tokens: 9136.1250
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+ 2025-12-13 20:20:25 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 20:20:25 - INFO - Train Policy_error: 0.4066
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+ 2025-12-13 20:20:25 - INFO - Train Policy_loss: 1.8697
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+ 2025-12-13 20:20:25 - INFO - Train Value_loss: 10.0536
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+ 2025-12-13 20:20:25 - INFO - Train Value_mae: 2.8522
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+ 2025-12-13 20:20:25 - INFO - Train Value_mse: 10.0536
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+ 2025-12-13 20:20:25 - INFO - Val Loss: 2.4531
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+ 2025-12-13 20:20:25 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 20:20:25 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 20:20:25 - INFO - Val Policy_error: 0.4039
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+ 2025-12-13 20:20:25 - INFO - Val Policy_loss: 1.8377
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+ 2025-12-13 20:20:25 - INFO - Val Value_loss: 10.2326
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+ 2025-12-13 20:20:25 - INFO - Val Value_mae: 2.9028
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+ 2025-12-13 20:20:25 - INFO - Val Value_mse: 10.2326
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+ 2025-12-13 20:29:21 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 20:29:24 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 20:29:24 - INFO -
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+ 2025-12-13 20:29:24 - INFO - Epoch 15/50 Summary:
449
+ 2025-12-13 20:29:24 - INFO - Train Loss: 2.4713
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+ 2025-12-13 20:29:24 - INFO - Train Num_policy_tokens: 9129.8646
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+ 2025-12-13 20:29:24 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 20:29:24 - INFO - Train Policy_error: 0.4064
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+ 2025-12-13 20:29:24 - INFO - Train Policy_loss: 1.8692
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+ 2025-12-13 20:29:24 - INFO - Train Value_loss: 10.0339
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+ 2025-12-13 20:29:24 - INFO - Train Value_mae: 2.8503
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+ 2025-12-13 20:29:24 - INFO - Train Value_mse: 10.0339
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+ 2025-12-13 20:29:24 - INFO - Val Loss: 2.4514
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+ 2025-12-13 20:29:24 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 20:29:24 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 20:29:24 - INFO - Val Policy_error: 0.4059
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+ 2025-12-13 20:29:24 - INFO - Val Policy_loss: 1.8368
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+ 2025-12-13 20:29:24 - INFO - Val Value_loss: 10.2222
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+ 2025-12-13 20:29:24 - INFO - Val Value_mae: 2.8993
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+ 2025-12-13 20:29:24 - INFO - Val Value_mse: 10.2222
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+ 2025-12-13 20:38:20 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 20:38:22 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 20:38:22 - INFO -
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+ 2025-12-13 20:38:22 - INFO - Epoch 16/50 Summary:
469
+ 2025-12-13 20:38:22 - INFO - Train Loss: 2.4717
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+ 2025-12-13 20:38:22 - INFO - Train Num_policy_tokens: 9134.6646
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+ 2025-12-13 20:38:22 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 20:38:22 - INFO - Train Policy_error: 0.4065
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+ 2025-12-13 20:38:22 - INFO - Train Policy_loss: 1.8689
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+ 2025-12-13 20:38:22 - INFO - Train Value_loss: 10.0485
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+ 2025-12-13 20:38:22 - INFO - Train Value_mae: 2.8515
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+ 2025-12-13 20:38:22 - INFO - Train Value_mse: 10.0485
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+ 2025-12-13 20:38:22 - INFO - Val Loss: 2.4514
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+ 2025-12-13 20:38:22 - INFO - Val Num_policy_tokens: 9127.0000
479
+ 2025-12-13 20:38:22 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 20:38:22 - INFO - Val Policy_error: 0.4042
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+ 2025-12-13 20:38:22 - INFO - Val Policy_loss: 1.8377
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+ 2025-12-13 20:38:22 - INFO - Val Value_loss: 10.2118
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+ 2025-12-13 20:38:22 - INFO - Val Value_mae: 2.9010
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+ 2025-12-13 20:38:22 - INFO - Val Value_mse: 10.2118
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+ 2025-12-13 20:47:19 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 20:47:21 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 20:47:21 - INFO -
488
+ 2025-12-13 20:47:21 - INFO - Epoch 17/50 Summary:
489
+ 2025-12-13 20:47:21 - INFO - Train Loss: 2.4700
490
+ 2025-12-13 20:47:21 - INFO - Train Num_policy_tokens: 9135.9438
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+ 2025-12-13 20:47:21 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 20:47:21 - INFO - Train Policy_error: 0.4059
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+ 2025-12-13 20:47:21 - INFO - Train Policy_loss: 1.8677
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+ 2025-12-13 20:47:21 - INFO - Train Value_loss: 10.0404
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+ 2025-12-13 20:47:21 - INFO - Train Value_mae: 2.8510
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+ 2025-12-13 20:47:21 - INFO - Train Value_mse: 10.0404
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+ 2025-12-13 20:47:21 - INFO - Val Loss: 2.4531
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+ 2025-12-13 20:47:21 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 20:47:21 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 20:47:21 - INFO - Val Policy_error: 0.4057
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+ 2025-12-13 20:47:21 - INFO - Val Policy_loss: 1.8377
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+ 2025-12-13 20:47:21 - INFO - Val Value_loss: 10.2292
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+ 2025-12-13 20:47:21 - INFO - Val Value_mae: 2.8976
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+ 2025-12-13 20:47:21 - INFO - Val Value_mse: 10.2292
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+ 2025-12-13 20:56:17 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0017_val_loss_2.4479.chkpt
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+ 2025-12-13 20:56:19 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/ep0017_val_loss_2.4479.chkpt
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+ 2025-12-13 20:56:19 - INFO -
508
+ 2025-12-13 20:56:19 - INFO - Epoch 18/50 Summary:
509
+ 2025-12-13 20:56:19 - INFO - Train Loss: 2.4700
510
+ 2025-12-13 20:56:19 - INFO - Train Num_policy_tokens: 9135.5542
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+ 2025-12-13 20:56:19 - INFO - Train Num_value_predictions: 20.0000
512
+ 2025-12-13 20:56:19 - INFO - Train Policy_error: 0.4055
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+ 2025-12-13 20:56:19 - INFO - Train Policy_loss: 1.8668
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+ 2025-12-13 20:56:19 - INFO - Train Value_loss: 10.0520
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+ 2025-12-13 20:56:19 - INFO - Train Value_mae: 2.8517
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+ 2025-12-13 20:56:19 - INFO - Train Value_mse: 10.0520
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+ 2025-12-13 20:56:19 - INFO - Val Loss: 2.4479
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+ 2025-12-13 20:56:19 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 20:56:19 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 20:56:19 - INFO - Val Policy_error: 0.4046
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+ 2025-12-13 20:56:19 - INFO - Val Policy_loss: 1.8368
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+ 2025-12-13 20:56:19 - INFO - Val Value_loss: 10.2014
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+ 2025-12-13 20:56:19 - INFO - Val Value_mae: 2.9028
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+ 2025-12-13 20:56:19 - INFO - Val Value_mse: 10.2014
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+ 2025-12-13 21:05:15 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 21:05:18 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
527
+ 2025-12-13 21:05:18 - INFO -
528
+ 2025-12-13 21:05:18 - INFO - Epoch 19/50 Summary:
529
+ 2025-12-13 21:05:18 - INFO - Train Loss: 2.4675
530
+ 2025-12-13 21:05:18 - INFO - Train Num_policy_tokens: 9135.9000
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+ 2025-12-13 21:05:18 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 21:05:18 - INFO - Train Policy_error: 0.4059
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+ 2025-12-13 21:05:18 - INFO - Train Policy_loss: 1.8664
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+ 2025-12-13 21:05:18 - INFO - Train Value_loss: 10.0205
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+ 2025-12-13 21:05:18 - INFO - Train Value_mae: 2.8484
536
+ 2025-12-13 21:05:18 - INFO - Train Value_mse: 10.0205
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+ 2025-12-13 21:05:18 - INFO - Val Loss: 2.4514
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+ 2025-12-13 21:05:18 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 21:05:18 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 21:05:18 - INFO - Val Policy_error: 0.4044
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+ 2025-12-13 21:05:18 - INFO - Val Policy_loss: 1.8385
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+ 2025-12-13 21:05:18 - INFO - Val Value_loss: 10.2153
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+ 2025-12-13 21:05:18 - INFO - Val Value_mae: 2.9028
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+ 2025-12-13 21:05:18 - INFO - Val Value_mse: 10.2153
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+ 2025-12-13 21:14:13 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 21:14:15 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 21:14:15 - INFO -
548
+ 2025-12-13 21:14:15 - INFO - Epoch 20/50 Summary:
549
+ 2025-12-13 21:14:15 - INFO - Train Loss: 2.4694
550
+ 2025-12-13 21:14:15 - INFO - Train Num_policy_tokens: 9136.0417
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+ 2025-12-13 21:14:15 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 21:14:15 - INFO - Train Policy_error: 0.4058
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+ 2025-12-13 21:14:15 - INFO - Train Policy_loss: 1.8666
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+ 2025-12-13 21:14:15 - INFO - Train Value_loss: 10.0345
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+ 2025-12-13 21:14:15 - INFO - Train Value_mae: 2.8504
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+ 2025-12-13 21:14:15 - INFO - Train Value_mse: 10.0345
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+ 2025-12-13 21:14:15 - INFO - Val Loss: 2.4531
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+ 2025-12-13 21:14:15 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 21:14:15 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 21:14:15 - INFO - Val Policy_error: 0.4042
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+ 2025-12-13 21:14:15 - INFO - Val Policy_loss: 1.8368
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+ 2025-12-13 21:14:15 - INFO - Val Value_loss: 10.2083
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+ 2025-12-13 21:14:15 - INFO - Val Value_mae: 2.8993
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+ 2025-12-13 21:14:15 - INFO - Val Value_mse: 10.2083
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+ 2025-12-13 21:23:11 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 21:23:14 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
567
+ 2025-12-13 21:23:14 - INFO -
568
+ 2025-12-13 21:23:14 - INFO - Epoch 21/50 Summary:
569
+ 2025-12-13 21:23:14 - INFO - Train Loss: 2.4675
570
+ 2025-12-13 21:23:14 - INFO - Train Num_policy_tokens: 9134.1792
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+ 2025-12-13 21:23:14 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 21:23:14 - INFO - Train Policy_error: 0.4058
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+ 2025-12-13 21:23:14 - INFO - Train Policy_loss: 1.8663
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+ 2025-12-13 21:23:14 - INFO - Train Value_loss: 10.0214
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+ 2025-12-13 21:23:14 - INFO - Train Value_mae: 2.8483
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+ 2025-12-13 21:23:14 - INFO - Train Value_mse: 10.0214
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+ 2025-12-13 21:23:14 - INFO - Val Loss: 2.4514
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+ 2025-12-13 21:23:14 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 21:23:14 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 21:23:14 - INFO - Val Policy_error: 0.4036
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+ 2025-12-13 21:23:14 - INFO - Val Policy_loss: 1.8368
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+ 2025-12-13 21:23:14 - INFO - Val Value_loss: 10.2500
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+ 2025-12-13 21:23:14 - INFO - Val Value_mae: 2.9080
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+ 2025-12-13 21:23:14 - INFO - Val Value_mse: 10.2500
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+ 2025-12-13 21:32:11 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
586
+ 2025-12-13 21:32:13 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
587
+ 2025-12-13 21:32:13 - INFO -
588
+ 2025-12-13 21:32:13 - INFO - Epoch 22/50 Summary:
589
+ 2025-12-13 21:32:13 - INFO - Train Loss: 2.4675
590
+ 2025-12-13 21:32:13 - INFO - Train Num_policy_tokens: 9135.5604
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+ 2025-12-13 21:32:13 - INFO - Train Num_value_predictions: 20.0000
592
+ 2025-12-13 21:32:13 - INFO - Train Policy_error: 0.4055
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+ 2025-12-13 21:32:13 - INFO - Train Policy_loss: 1.8656
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+ 2025-12-13 21:32:13 - INFO - Train Value_loss: 10.0279
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+ 2025-12-13 21:32:13 - INFO - Train Value_mae: 2.8481
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+ 2025-12-13 21:32:13 - INFO - Train Value_mse: 10.0279
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+ 2025-12-13 21:32:13 - INFO - Val Loss: 2.4531
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+ 2025-12-13 21:32:13 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 21:32:13 - INFO - Val Num_value_predictions: 19.4444
600
+ 2025-12-13 21:32:13 - INFO - Val Policy_error: 0.4035
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+ 2025-12-13 21:32:13 - INFO - Val Policy_loss: 1.8368
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+ 2025-12-13 21:32:13 - INFO - Val Value_loss: 10.2535
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+ 2025-12-13 21:32:13 - INFO - Val Value_mae: 2.9045
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+ 2025-12-13 21:32:13 - INFO - Val Value_mse: 10.2535
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+ 2025-12-13 21:41:08 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 21:41:10 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 21:41:10 - INFO -
608
+ 2025-12-13 21:41:10 - INFO - Epoch 23/50 Summary:
609
+ 2025-12-13 21:41:10 - INFO - Train Loss: 2.4695
610
+ 2025-12-13 21:41:10 - INFO - Train Num_policy_tokens: 9134.3979
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+ 2025-12-13 21:41:10 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 21:41:10 - INFO - Train Policy_error: 0.4059
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+ 2025-12-13 21:41:10 - INFO - Train Policy_loss: 1.8664
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+ 2025-12-13 21:41:10 - INFO - Train Value_loss: 10.0495
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+ 2025-12-13 21:41:10 - INFO - Train Value_mae: 2.8525
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+ 2025-12-13 21:41:10 - INFO - Train Value_mse: 10.0495
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+ 2025-12-13 21:41:10 - INFO - Val Loss: 2.4549
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+ 2025-12-13 21:41:10 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 21:41:10 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 21:41:10 - INFO - Val Policy_error: 0.4044
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+ 2025-12-13 21:41:10 - INFO - Val Policy_loss: 1.8368
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+ 2025-12-13 21:41:10 - INFO - Val Value_loss: 10.2604
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+ 2025-12-13 21:41:10 - INFO - Val Value_mae: 2.9097
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+ 2025-12-13 21:41:10 - INFO - Val Value_mse: 10.2604
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+ 2025-12-13 21:50:08 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 21:50:10 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
627
+ 2025-12-13 21:50:10 - INFO -
628
+ 2025-12-13 21:50:10 - INFO - Epoch 24/50 Summary:
629
+ 2025-12-13 21:50:10 - INFO - Train Loss: 2.4689
630
+ 2025-12-13 21:50:10 - INFO - Train Num_policy_tokens: 9135.7146
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+ 2025-12-13 21:50:10 - INFO - Train Num_value_predictions: 20.0000
632
+ 2025-12-13 21:50:10 - INFO - Train Policy_error: 0.4055
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+ 2025-12-13 21:50:10 - INFO - Train Policy_loss: 1.8668
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+ 2025-12-13 21:50:10 - INFO - Train Value_loss: 10.0292
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+ 2025-12-13 21:50:10 - INFO - Train Value_mae: 2.8493
636
+ 2025-12-13 21:50:10 - INFO - Train Value_mse: 10.0292
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+ 2025-12-13 21:50:10 - INFO - Val Loss: 2.4531
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+ 2025-12-13 21:50:10 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 21:50:10 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 21:50:10 - INFO - Val Policy_error: 0.4047
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+ 2025-12-13 21:50:10 - INFO - Val Policy_loss: 1.8368
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+ 2025-12-13 21:50:10 - INFO - Val Value_loss: 10.2431
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+ 2025-12-13 21:50:10 - INFO - Val Value_mae: 2.9097
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+ 2025-12-13 21:50:10 - INFO - Val Value_mse: 10.2431
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+ 2025-12-13 21:59:06 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 21:59:09 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
647
+ 2025-12-13 21:59:09 - INFO -
648
+ 2025-12-13 21:59:09 - INFO - Epoch 25/50 Summary:
649
+ 2025-12-13 21:59:09 - INFO - Train Loss: 2.4670
650
+ 2025-12-13 21:59:09 - INFO - Train Num_policy_tokens: 9134.7167
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+ 2025-12-13 21:59:09 - INFO - Train Num_value_predictions: 20.0000
652
+ 2025-12-13 21:59:09 - INFO - Train Policy_error: 0.4056
653
+ 2025-12-13 21:59:09 - INFO - Train Policy_loss: 1.8659
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+ 2025-12-13 21:59:09 - INFO - Train Value_loss: 10.0200
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+ 2025-12-13 21:59:09 - INFO - Train Value_mae: 2.8473
656
+ 2025-12-13 21:59:09 - INFO - Train Value_mse: 10.0200
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+ 2025-12-13 21:59:09 - INFO - Val Loss: 2.4549
658
+ 2025-12-13 21:59:09 - INFO - Val Num_policy_tokens: 9127.0000
659
+ 2025-12-13 21:59:09 - INFO - Val Num_value_predictions: 19.4444
660
+ 2025-12-13 21:59:09 - INFO - Val Policy_error: 0.4043
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+ 2025-12-13 21:59:09 - INFO - Val Policy_loss: 1.8368
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+ 2025-12-13 21:59:09 - INFO - Val Value_loss: 10.2292
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+ 2025-12-13 21:59:09 - INFO - Val Value_mae: 2.9062
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+ 2025-12-13 21:59:09 - INFO - Val Value_mse: 10.2292
665
+ 2025-12-13 22:08:05 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 22:08:08 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
667
+ 2025-12-13 22:08:08 - INFO -
668
+ 2025-12-13 22:08:08 - INFO - Epoch 26/50 Summary:
669
+ 2025-12-13 22:08:08 - INFO - Train Loss: 2.4669
670
+ 2025-12-13 22:08:08 - INFO - Train Num_policy_tokens: 9135.7021
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+ 2025-12-13 22:08:08 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 22:08:08 - INFO - Train Policy_error: 0.4057
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+ 2025-12-13 22:08:08 - INFO - Train Policy_loss: 1.8661
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+ 2025-12-13 22:08:08 - INFO - Train Value_loss: 10.0152
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+ 2025-12-13 22:08:08 - INFO - Train Value_mae: 2.8478
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+ 2025-12-13 22:08:08 - INFO - Train Value_mse: 10.0152
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+ 2025-12-13 22:08:08 - INFO - Val Loss: 2.4514
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+ 2025-12-13 22:08:08 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 22:08:08 - INFO - Val Num_value_predictions: 19.4444
680
+ 2025-12-13 22:08:08 - INFO - Val Policy_error: 0.4029
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+ 2025-12-13 22:08:08 - INFO - Val Policy_loss: 1.8359
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+ 2025-12-13 22:08:08 - INFO - Val Value_loss: 10.2431
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+ 2025-12-13 22:08:08 - INFO - Val Value_mae: 2.9045
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+ 2025-12-13 22:08:08 - INFO - Val Value_mse: 10.2431
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+ 2025-12-13 22:17:04 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 22:17:07 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 22:17:07 - INFO -
688
+ 2025-12-13 22:17:07 - INFO - Epoch 27/50 Summary:
689
+ 2025-12-13 22:17:07 - INFO - Train Loss: 2.4674
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+ 2025-12-13 22:17:07 - INFO - Train Num_policy_tokens: 9135.3250
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+ 2025-12-13 22:17:07 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 22:17:07 - INFO - Train Policy_error: 0.4052
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+ 2025-12-13 22:17:07 - INFO - Train Policy_loss: 1.8650
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+ 2025-12-13 22:17:07 - INFO - Train Value_loss: 10.0387
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+ 2025-12-13 22:17:07 - INFO - Train Value_mae: 2.8502
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+ 2025-12-13 22:17:07 - INFO - Train Value_mse: 10.0387
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+ 2025-12-13 22:17:07 - INFO - Val Loss: 2.4479
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+ 2025-12-13 22:17:07 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 22:17:07 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 22:17:07 - INFO - Val Policy_error: 0.4042
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+ 2025-12-13 22:17:07 - INFO - Val Policy_loss: 1.8368
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+ 2025-12-13 22:17:07 - INFO - Val Value_loss: 10.2188
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+ 2025-12-13 22:17:07 - INFO - Val Value_mae: 2.9062
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+ 2025-12-13 22:17:07 - INFO - Val Value_mse: 10.2188
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+ 2025-12-13 22:26:03 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 22:26:05 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 22:26:05 - INFO -
708
+ 2025-12-13 22:26:05 - INFO - Epoch 28/50 Summary:
709
+ 2025-12-13 22:26:05 - INFO - Train Loss: 2.4679
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+ 2025-12-13 22:26:05 - INFO - Train Num_policy_tokens: 9136.0479
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+ 2025-12-13 22:26:05 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 22:26:05 - INFO - Train Policy_error: 0.4053
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+ 2025-12-13 22:26:05 - INFO - Train Policy_loss: 1.8658
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+ 2025-12-13 22:26:05 - INFO - Train Value_loss: 10.0350
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+ 2025-12-13 22:26:05 - INFO - Train Value_mae: 2.8510
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+ 2025-12-13 22:26:05 - INFO - Train Value_mse: 10.0350
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+ 2025-12-13 22:26:05 - INFO - Val Loss: 2.4497
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+ 2025-12-13 22:26:05 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 22:26:05 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 22:26:05 - INFO - Val Policy_error: 0.4033
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+ 2025-12-13 22:26:05 - INFO - Val Policy_loss: 1.8359
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+ 2025-12-13 22:26:05 - INFO - Val Value_loss: 10.2222
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+ 2025-12-13 22:26:05 - INFO - Val Value_mae: 2.9010
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+ 2025-12-13 22:26:05 - INFO - Val Value_mse: 10.2222
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+ 2025-12-13 22:35:01 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 22:35:04 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 22:35:04 - INFO -
728
+ 2025-12-13 22:35:04 - INFO - Epoch 29/50 Summary:
729
+ 2025-12-13 22:35:04 - INFO - Train Loss: 2.4667
730
+ 2025-12-13 22:35:04 - INFO - Train Num_policy_tokens: 9134.3375
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+ 2025-12-13 22:35:04 - INFO - Train Num_value_predictions: 20.0000
732
+ 2025-12-13 22:35:04 - INFO - Train Policy_error: 0.4050
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+ 2025-12-13 22:35:04 - INFO - Train Policy_loss: 1.8647
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+ 2025-12-13 22:35:04 - INFO - Train Value_loss: 10.0328
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+ 2025-12-13 22:35:04 - INFO - Train Value_mae: 2.8497
736
+ 2025-12-13 22:35:04 - INFO - Train Value_mse: 10.0328
737
+ 2025-12-13 22:35:04 - INFO - Val Loss: 2.4531
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+ 2025-12-13 22:35:04 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 22:35:04 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 22:35:04 - INFO - Val Policy_error: 0.4042
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+ 2025-12-13 22:35:04 - INFO - Val Policy_loss: 1.8368
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+ 2025-12-13 22:35:04 - INFO - Val Value_loss: 10.2465
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+ 2025-12-13 22:35:04 - INFO - Val Value_mae: 2.9045
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+ 2025-12-13 22:35:04 - INFO - Val Value_mse: 10.2465
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+ 2025-12-13 22:43:59 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 22:44:02 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 22:44:02 - INFO -
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+ 2025-12-13 22:44:02 - INFO - Epoch 30/50 Summary:
749
+ 2025-12-13 22:44:02 - INFO - Train Loss: 2.4657
750
+ 2025-12-13 22:44:02 - INFO - Train Num_policy_tokens: 9128.5479
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+ 2025-12-13 22:44:02 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 22:44:02 - INFO - Train Policy_error: 0.4047
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+ 2025-12-13 22:44:02 - INFO - Train Policy_loss: 1.8640
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+ 2025-12-13 22:44:02 - INFO - Train Value_loss: 10.0331
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+ 2025-12-13 22:44:02 - INFO - Train Value_mae: 2.8505
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+ 2025-12-13 22:44:02 - INFO - Train Value_mse: 10.0331
757
+ 2025-12-13 22:44:02 - INFO - Val Loss: 2.4497
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+ 2025-12-13 22:44:02 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 22:44:02 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 22:44:02 - INFO - Val Policy_error: 0.4040
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+ 2025-12-13 22:44:02 - INFO - Val Policy_loss: 1.8351
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+ 2025-12-13 22:44:02 - INFO - Val Value_loss: 10.2361
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+ 2025-12-13 22:44:02 - INFO - Val Value_mae: 2.9045
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+ 2025-12-13 22:44:02 - INFO - Val Value_mse: 10.2361
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+ 2025-12-13 22:52:59 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 22:53:01 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
767
+ 2025-12-13 22:53:01 - INFO -
768
+ 2025-12-13 22:53:01 - INFO - Epoch 31/50 Summary:
769
+ 2025-12-13 22:53:01 - INFO - Train Loss: 2.4658
770
+ 2025-12-13 22:53:01 - INFO - Train Num_policy_tokens: 9133.7979
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+ 2025-12-13 22:53:01 - INFO - Train Num_value_predictions: 20.0000
772
+ 2025-12-13 22:53:01 - INFO - Train Policy_error: 0.4046
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+ 2025-12-13 22:53:01 - INFO - Train Policy_loss: 1.8641
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+ 2025-12-13 22:53:01 - INFO - Train Value_loss: 10.0277
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+ 2025-12-13 22:53:01 - INFO - Train Value_mae: 2.8502
776
+ 2025-12-13 22:53:01 - INFO - Train Value_mse: 10.0277
777
+ 2025-12-13 22:53:01 - INFO - Val Loss: 2.4497
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+ 2025-12-13 22:53:01 - INFO - Val Num_policy_tokens: 9127.0000
779
+ 2025-12-13 22:53:01 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 22:53:01 - INFO - Val Policy_error: 0.4031
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+ 2025-12-13 22:53:01 - INFO - Val Policy_loss: 1.8359
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+ 2025-12-13 22:53:01 - INFO - Val Value_loss: 10.2396
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+ 2025-12-13 22:53:01 - INFO - Val Value_mae: 2.9045
784
+ 2025-12-13 22:53:01 - INFO - Val Value_mse: 10.2396
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+ 2025-12-13 23:01:58 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 23:02:01 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 23:02:01 - INFO -
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+ 2025-12-13 23:02:01 - INFO - Epoch 32/50 Summary:
789
+ 2025-12-13 23:02:01 - INFO - Train Loss: 2.4660
790
+ 2025-12-13 23:02:01 - INFO - Train Num_policy_tokens: 9135.7500
791
+ 2025-12-13 23:02:01 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-13 23:02:01 - INFO - Train Policy_error: 0.4046
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+ 2025-12-13 23:02:01 - INFO - Train Policy_loss: 1.8641
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+ 2025-12-13 23:02:01 - INFO - Train Value_loss: 10.0312
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+ 2025-12-13 23:02:01 - INFO - Train Value_mae: 2.8495
796
+ 2025-12-13 23:02:01 - INFO - Train Value_mse: 10.0312
797
+ 2025-12-13 23:02:01 - INFO - Val Loss: 2.4479
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+ 2025-12-13 23:02:01 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 23:02:01 - INFO - Val Num_value_predictions: 19.4444
800
+ 2025-12-13 23:02:01 - INFO - Val Policy_error: 0.4037
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+ 2025-12-13 23:02:01 - INFO - Val Policy_loss: 1.8359
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+ 2025-12-13 23:02:01 - INFO - Val Value_loss: 10.2326
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+ 2025-12-13 23:02:01 - INFO - Val Value_mae: 2.9062
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+ 2025-12-13 23:02:01 - INFO - Val Value_mse: 10.2326
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+ 2025-12-13 23:10:59 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 23:11:02 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
807
+ 2025-12-13 23:11:02 - INFO -
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+ 2025-12-13 23:11:02 - INFO - Epoch 33/50 Summary:
809
+ 2025-12-13 23:11:02 - INFO - Train Loss: 2.4648
810
+ 2025-12-13 23:11:02 - INFO - Train Num_policy_tokens: 9136.0750
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+ 2025-12-13 23:11:02 - INFO - Train Num_value_predictions: 20.0000
812
+ 2025-12-13 23:11:02 - INFO - Train Policy_error: 0.4045
813
+ 2025-12-13 23:11:02 - INFO - Train Policy_loss: 1.8636
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+ 2025-12-13 23:11:02 - INFO - Train Value_loss: 10.0229
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+ 2025-12-13 23:11:02 - INFO - Train Value_mae: 2.8479
816
+ 2025-12-13 23:11:02 - INFO - Train Value_mse: 10.0229
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+ 2025-12-13 23:11:02 - INFO - Val Loss: 2.4479
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+ 2025-12-13 23:11:02 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 23:11:02 - INFO - Val Num_value_predictions: 19.4444
820
+ 2025-12-13 23:11:02 - INFO - Val Policy_error: 0.4027
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+ 2025-12-13 23:11:02 - INFO - Val Policy_loss: 1.8351
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+ 2025-12-13 23:11:02 - INFO - Val Value_loss: 10.2257
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+ 2025-12-13 23:11:02 - INFO - Val Value_mae: 2.9062
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+ 2025-12-13 23:11:02 - INFO - Val Value_mse: 10.2257
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+ 2025-12-13 23:19:59 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 23:20:01 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 23:20:01 - INFO -
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+ 2025-12-13 23:20:01 - INFO - Epoch 34/50 Summary:
829
+ 2025-12-13 23:20:01 - INFO - Train Loss: 2.4675
830
+ 2025-12-13 23:20:01 - INFO - Train Num_policy_tokens: 9135.2958
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+ 2025-12-13 23:20:01 - INFO - Train Num_value_predictions: 20.0000
832
+ 2025-12-13 23:20:01 - INFO - Train Policy_error: 0.4056
833
+ 2025-12-13 23:20:01 - INFO - Train Policy_loss: 1.8659
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+ 2025-12-13 23:20:01 - INFO - Train Value_loss: 10.0271
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+ 2025-12-13 23:20:01 - INFO - Train Value_mae: 2.8490
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+ 2025-12-13 23:20:01 - INFO - Train Value_mse: 10.0271
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+ 2025-12-13 23:20:01 - INFO - Val Loss: 2.4479
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+ 2025-12-13 23:20:01 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 23:20:01 - INFO - Val Num_value_predictions: 19.4444
840
+ 2025-12-13 23:20:01 - INFO - Val Policy_error: 0.4033
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+ 2025-12-13 23:20:01 - INFO - Val Policy_loss: 1.8351
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+ 2025-12-13 23:20:01 - INFO - Val Value_loss: 10.2188
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+ 2025-12-13 23:20:01 - INFO - Val Value_mae: 2.9045
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+ 2025-12-13 23:20:01 - INFO - Val Value_mse: 10.2188
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+ 2025-12-13 23:28:58 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 23:29:00 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
847
+ 2025-12-13 23:29:00 - INFO -
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+ 2025-12-13 23:29:00 - INFO - Epoch 35/50 Summary:
849
+ 2025-12-13 23:29:00 - INFO - Train Loss: 2.4666
850
+ 2025-12-13 23:29:00 - INFO - Train Num_policy_tokens: 9136.1208
851
+ 2025-12-13 23:29:00 - INFO - Train Num_value_predictions: 20.0000
852
+ 2025-12-13 23:29:00 - INFO - Train Policy_error: 0.4051
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+ 2025-12-13 23:29:00 - INFO - Train Policy_loss: 1.8649
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+ 2025-12-13 23:29:00 - INFO - Train Value_loss: 10.0285
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+ 2025-12-13 23:29:00 - INFO - Train Value_mae: 2.8486
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+ 2025-12-13 23:29:00 - INFO - Train Value_mse: 10.0285
857
+ 2025-12-13 23:29:00 - INFO - Val Loss: 2.4479
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+ 2025-12-13 23:29:00 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 23:29:00 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-13 23:29:00 - INFO - Val Policy_error: 0.4031
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+ 2025-12-13 23:29:00 - INFO - Val Policy_loss: 1.8342
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+ 2025-12-13 23:29:00 - INFO - Val Value_loss: 10.2292
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+ 2025-12-13 23:29:00 - INFO - Val Value_mae: 2.9062
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+ 2025-12-13 23:29:00 - INFO - Val Value_mse: 10.2292
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+ 2025-12-13 23:37:57 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
866
+ 2025-12-13 23:37:59 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 23:37:59 - INFO -
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+ 2025-12-13 23:37:59 - INFO - Epoch 36/50 Summary:
869
+ 2025-12-13 23:37:59 - INFO - Train Loss: 2.4660
870
+ 2025-12-13 23:37:59 - INFO - Train Num_policy_tokens: 9134.7646
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+ 2025-12-13 23:37:59 - INFO - Train Num_value_predictions: 20.0000
872
+ 2025-12-13 23:37:59 - INFO - Train Policy_error: 0.4049
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+ 2025-12-13 23:37:59 - INFO - Train Policy_loss: 1.8645
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+ 2025-12-13 23:37:59 - INFO - Train Value_loss: 10.0240
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+ 2025-12-13 23:37:59 - INFO - Train Value_mae: 2.8490
876
+ 2025-12-13 23:37:59 - INFO - Train Value_mse: 10.0240
877
+ 2025-12-13 23:37:59 - INFO - Val Loss: 2.4479
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+ 2025-12-13 23:37:59 - INFO - Val Num_policy_tokens: 9127.0000
879
+ 2025-12-13 23:37:59 - INFO - Val Num_value_predictions: 19.4444
880
+ 2025-12-13 23:37:59 - INFO - Val Policy_error: 0.4032
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+ 2025-12-13 23:37:59 - INFO - Val Policy_loss: 1.8351
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+ 2025-12-13 23:37:59 - INFO - Val Value_loss: 10.2292
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+ 2025-12-13 23:37:59 - INFO - Val Value_mae: 2.9062
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+ 2025-12-13 23:37:59 - INFO - Val Value_mse: 10.2292
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+ 2025-12-13 23:46:56 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 23:46:58 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
887
+ 2025-12-13 23:46:58 - INFO -
888
+ 2025-12-13 23:46:58 - INFO - Epoch 37/50 Summary:
889
+ 2025-12-13 23:46:58 - INFO - Train Loss: 2.4639
890
+ 2025-12-13 23:46:58 - INFO - Train Num_policy_tokens: 9133.9292
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+ 2025-12-13 23:46:58 - INFO - Train Num_value_predictions: 20.0000
892
+ 2025-12-13 23:46:58 - INFO - Train Policy_error: 0.4044
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+ 2025-12-13 23:46:58 - INFO - Train Policy_loss: 1.8632
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+ 2025-12-13 23:46:58 - INFO - Train Value_loss: 10.0121
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+ 2025-12-13 23:46:58 - INFO - Train Value_mae: 2.8470
896
+ 2025-12-13 23:46:58 - INFO - Train Value_mse: 10.0121
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+ 2025-12-13 23:46:58 - INFO - Val Loss: 2.4514
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+ 2025-12-13 23:46:58 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 23:46:58 - INFO - Val Num_value_predictions: 19.4444
900
+ 2025-12-13 23:46:58 - INFO - Val Policy_error: 0.4034
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+ 2025-12-13 23:46:58 - INFO - Val Policy_loss: 1.8359
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+ 2025-12-13 23:46:58 - INFO - Val Value_loss: 10.2569
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+ 2025-12-13 23:46:58 - INFO - Val Value_mae: 2.9097
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+ 2025-12-13 23:46:58 - INFO - Val Value_mse: 10.2569
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+ 2025-12-13 23:55:55 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-13 23:55:58 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
907
+ 2025-12-13 23:55:58 - INFO -
908
+ 2025-12-13 23:55:58 - INFO - Epoch 38/50 Summary:
909
+ 2025-12-13 23:55:58 - INFO - Train Loss: 2.4646
910
+ 2025-12-13 23:55:58 - INFO - Train Num_policy_tokens: 9136.0125
911
+ 2025-12-13 23:55:58 - INFO - Train Num_value_predictions: 20.0000
912
+ 2025-12-13 23:55:58 - INFO - Train Policy_error: 0.4050
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+ 2025-12-13 23:55:58 - INFO - Train Policy_loss: 1.8639
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+ 2025-12-13 23:55:58 - INFO - Train Value_loss: 10.0135
915
+ 2025-12-13 23:55:58 - INFO - Train Value_mae: 2.8474
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+ 2025-12-13 23:55:58 - INFO - Train Value_mse: 10.0135
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+ 2025-12-13 23:55:58 - INFO - Val Loss: 2.4479
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+ 2025-12-13 23:55:58 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-13 23:55:58 - INFO - Val Num_value_predictions: 19.4444
920
+ 2025-12-13 23:55:58 - INFO - Val Policy_error: 0.4028
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+ 2025-12-13 23:55:58 - INFO - Val Policy_loss: 1.8351
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+ 2025-12-13 23:55:58 - INFO - Val Value_loss: 10.2292
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+ 2025-12-13 23:55:58 - INFO - Val Value_mae: 2.9062
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+ 2025-12-13 23:55:58 - INFO - Val Value_mse: 10.2292
925
+ 2025-12-14 00:04:55 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-14 00:04:57 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-14 00:04:57 - INFO -
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+ 2025-12-14 00:04:57 - INFO - Epoch 39/50 Summary:
929
+ 2025-12-14 00:04:57 - INFO - Train Loss: 2.4671
930
+ 2025-12-14 00:04:57 - INFO - Train Num_policy_tokens: 9134.9333
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+ 2025-12-14 00:04:57 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-14 00:04:57 - INFO - Train Policy_error: 0.4058
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+ 2025-12-14 00:04:57 - INFO - Train Policy_loss: 1.8655
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+ 2025-12-14 00:04:57 - INFO - Train Value_loss: 10.0197
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+ 2025-12-14 00:04:57 - INFO - Train Value_mae: 2.8477
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+ 2025-12-14 00:04:57 - INFO - Train Value_mse: 10.0197
937
+ 2025-12-14 00:04:57 - INFO - Val Loss: 2.4479
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+ 2025-12-14 00:04:57 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-14 00:04:57 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-14 00:04:57 - INFO - Val Policy_error: 0.4033
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+ 2025-12-14 00:04:57 - INFO - Val Policy_loss: 1.8351
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+ 2025-12-14 00:04:57 - INFO - Val Value_loss: 10.2326
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+ 2025-12-14 00:04:57 - INFO - Val Value_mae: 2.9062
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+ 2025-12-14 00:04:57 - INFO - Val Value_mse: 10.2326
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+ 2025-12-14 00:13:53 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-14 00:13:56 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-14 00:13:56 - INFO -
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+ 2025-12-14 00:13:56 - INFO - Epoch 40/50 Summary:
949
+ 2025-12-14 00:13:56 - INFO - Train Loss: 2.4673
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+ 2025-12-14 00:13:56 - INFO - Train Num_policy_tokens: 9135.4104
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+ 2025-12-14 00:13:56 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-14 00:13:56 - INFO - Train Policy_error: 0.4054
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+ 2025-12-14 00:13:56 - INFO - Train Policy_loss: 1.8652
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+ 2025-12-14 00:13:56 - INFO - Train Value_loss: 10.0378
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+ 2025-12-14 00:13:56 - INFO - Train Value_mae: 2.8509
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+ 2025-12-14 00:13:56 - INFO - Train Value_mse: 10.0378
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+ 2025-12-14 00:13:56 - INFO - Val Loss: 2.4497
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+ 2025-12-14 00:13:56 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-14 00:13:56 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-14 00:13:56 - INFO - Val Policy_error: 0.4030
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+ 2025-12-14 00:13:56 - INFO - Val Policy_loss: 1.8359
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+ 2025-12-14 00:13:56 - INFO - Val Value_loss: 10.2465
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+ 2025-12-14 00:13:56 - INFO - Val Value_mae: 2.9045
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+ 2025-12-14 00:13:56 - INFO - Val Value_mse: 10.2465
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+ 2025-12-14 00:22:52 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-14 00:22:54 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-14 00:22:54 - INFO -
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+ 2025-12-14 00:22:54 - INFO - Epoch 41/50 Summary:
969
+ 2025-12-14 00:22:54 - INFO - Train Loss: 2.4652
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+ 2025-12-14 00:22:54 - INFO - Train Num_policy_tokens: 9135.6562
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+ 2025-12-14 00:22:54 - INFO - Train Num_value_predictions: 20.0000
972
+ 2025-12-14 00:22:54 - INFO - Train Policy_error: 0.4051
973
+ 2025-12-14 00:22:54 - INFO - Train Policy_loss: 1.8642
974
+ 2025-12-14 00:22:54 - INFO - Train Value_loss: 10.0223
975
+ 2025-12-14 00:22:54 - INFO - Train Value_mae: 2.8483
976
+ 2025-12-14 00:22:54 - INFO - Train Value_mse: 10.0223
977
+ 2025-12-14 00:22:54 - INFO - Val Loss: 2.4479
978
+ 2025-12-14 00:22:54 - INFO - Val Num_policy_tokens: 9127.0000
979
+ 2025-12-14 00:22:54 - INFO - Val Num_value_predictions: 19.4444
980
+ 2025-12-14 00:22:54 - INFO - Val Policy_error: 0.4035
981
+ 2025-12-14 00:22:54 - INFO - Val Policy_loss: 1.8342
982
+ 2025-12-14 00:22:54 - INFO - Val Value_loss: 10.2431
983
+ 2025-12-14 00:22:54 - INFO - Val Value_mae: 2.9045
984
+ 2025-12-14 00:22:54 - INFO - Val Value_mse: 10.2431
985
+ 2025-12-14 00:31:49 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
986
+ 2025-12-14 00:31:52 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
987
+ 2025-12-14 00:31:52 - INFO -
988
+ 2025-12-14 00:31:52 - INFO - Epoch 42/50 Summary:
989
+ 2025-12-14 00:31:52 - INFO - Train Loss: 2.4645
990
+ 2025-12-14 00:31:52 - INFO - Train Num_policy_tokens: 9136.0271
991
+ 2025-12-14 00:31:52 - INFO - Train Num_value_predictions: 20.0000
992
+ 2025-12-14 00:31:52 - INFO - Train Policy_error: 0.4049
993
+ 2025-12-14 00:31:52 - INFO - Train Policy_loss: 1.8642
994
+ 2025-12-14 00:31:52 - INFO - Train Value_loss: 10.0053
995
+ 2025-12-14 00:31:52 - INFO - Train Value_mae: 2.8458
996
+ 2025-12-14 00:31:52 - INFO - Train Value_mse: 10.0053
997
+ 2025-12-14 00:31:52 - INFO - Val Loss: 2.4497
998
+ 2025-12-14 00:31:52 - INFO - Val Num_policy_tokens: 9127.0000
999
+ 2025-12-14 00:31:52 - INFO - Val Num_value_predictions: 19.4444
1000
+ 2025-12-14 00:31:52 - INFO - Val Policy_error: 0.4029
1001
+ 2025-12-14 00:31:52 - INFO - Val Policy_loss: 1.8359
1002
+ 2025-12-14 00:31:52 - INFO - Val Value_loss: 10.2500
1003
+ 2025-12-14 00:31:52 - INFO - Val Value_mae: 2.9045
1004
+ 2025-12-14 00:31:52 - INFO - Val Value_mse: 10.2500
1005
+ 2025-12-14 00:40:49 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1006
+ 2025-12-14 00:40:51 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1007
+ 2025-12-14 00:40:51 - INFO -
1008
+ 2025-12-14 00:40:51 - INFO - Epoch 43/50 Summary:
1009
+ 2025-12-14 00:40:51 - INFO - Train Loss: 2.4667
1010
+ 2025-12-14 00:40:51 - INFO - Train Num_policy_tokens: 9134.7271
1011
+ 2025-12-14 00:40:51 - INFO - Train Num_value_predictions: 20.0000
1012
+ 2025-12-14 00:40:51 - INFO - Train Policy_error: 0.4054
1013
+ 2025-12-14 00:40:51 - INFO - Train Policy_loss: 1.8650
1014
+ 2025-12-14 00:40:51 - INFO - Train Value_loss: 10.0317
1015
+ 2025-12-14 00:40:51 - INFO - Train Value_mae: 2.8506
1016
+ 2025-12-14 00:40:51 - INFO - Train Value_mse: 10.0317
1017
+ 2025-12-14 00:40:51 - INFO - Val Loss: 2.4497
1018
+ 2025-12-14 00:40:51 - INFO - Val Num_policy_tokens: 9127.0000
1019
+ 2025-12-14 00:40:51 - INFO - Val Num_value_predictions: 19.4444
1020
+ 2025-12-14 00:40:51 - INFO - Val Policy_error: 0.4027
1021
+ 2025-12-14 00:40:51 - INFO - Val Policy_loss: 1.8351
1022
+ 2025-12-14 00:40:51 - INFO - Val Value_loss: 10.2569
1023
+ 2025-12-14 00:40:51 - INFO - Val Value_mae: 2.9062
1024
+ 2025-12-14 00:40:51 - INFO - Val Value_mse: 10.2569
1025
+ 2025-12-14 00:49:49 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1026
+ 2025-12-14 00:49:51 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1027
+ 2025-12-14 00:49:51 - INFO -
1028
+ 2025-12-14 00:49:51 - INFO - Epoch 44/50 Summary:
1029
+ 2025-12-14 00:49:51 - INFO - Train Loss: 2.4661
1030
+ 2025-12-14 00:49:51 - INFO - Train Num_policy_tokens: 9136.0417
1031
+ 2025-12-14 00:49:51 - INFO - Train Num_value_predictions: 20.0000
1032
+ 2025-12-14 00:49:51 - INFO - Train Policy_error: 0.4049
1033
+ 2025-12-14 00:49:51 - INFO - Train Policy_loss: 1.8640
1034
+ 2025-12-14 00:49:51 - INFO - Train Value_loss: 10.0346
1035
+ 2025-12-14 00:49:51 - INFO - Train Value_mae: 2.8505
1036
+ 2025-12-14 00:49:51 - INFO - Train Value_mse: 10.0346
1037
+ 2025-12-14 00:49:51 - INFO - Val Loss: 2.4514
1038
+ 2025-12-14 00:49:51 - INFO - Val Num_policy_tokens: 9127.0000
1039
+ 2025-12-14 00:49:51 - INFO - Val Num_value_predictions: 19.4444
1040
+ 2025-12-14 00:49:51 - INFO - Val Policy_error: 0.4035
1041
+ 2025-12-14 00:49:51 - INFO - Val Policy_loss: 1.8359
1042
+ 2025-12-14 00:49:51 - INFO - Val Value_loss: 10.2396
1043
+ 2025-12-14 00:49:51 - INFO - Val Value_mae: 2.9097
1044
+ 2025-12-14 00:49:51 - INFO - Val Value_mse: 10.2396
1045
+ 2025-12-14 00:58:47 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1046
+ 2025-12-14 00:58:49 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1047
+ 2025-12-14 00:58:49 - INFO -
1048
+ 2025-12-14 00:58:49 - INFO - Epoch 45/50 Summary:
1049
+ 2025-12-14 00:58:49 - INFO - Train Loss: 2.4672
1050
+ 2025-12-14 00:58:49 - INFO - Train Num_policy_tokens: 9135.2750
1051
+ 2025-12-14 00:58:49 - INFO - Train Num_value_predictions: 20.0000
1052
+ 2025-12-14 00:58:49 - INFO - Train Policy_error: 0.4054
1053
+ 2025-12-14 00:58:49 - INFO - Train Policy_loss: 1.8652
1054
+ 2025-12-14 00:58:49 - INFO - Train Value_loss: 10.0298
1055
+ 2025-12-14 00:58:49 - INFO - Train Value_mae: 2.8501
1056
+ 2025-12-14 00:58:49 - INFO - Train Value_mse: 10.0298
1057
+ 2025-12-14 00:58:49 - INFO - Val Loss: 2.4497
1058
+ 2025-12-14 00:58:49 - INFO - Val Num_policy_tokens: 9127.0000
1059
+ 2025-12-14 00:58:49 - INFO - Val Num_value_predictions: 19.4444
1060
+ 2025-12-14 00:58:49 - INFO - Val Policy_error: 0.4040
1061
+ 2025-12-14 00:58:49 - INFO - Val Policy_loss: 1.8351
1062
+ 2025-12-14 00:58:49 - INFO - Val Value_loss: 10.2778
1063
+ 2025-12-14 00:58:49 - INFO - Val Value_mae: 2.9115
1064
+ 2025-12-14 00:58:49 - INFO - Val Value_mse: 10.2778
1065
+ 2025-12-14 01:07:44 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1066
+ 2025-12-14 01:07:46 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1067
+ 2025-12-14 01:07:46 - INFO -
1068
+ 2025-12-14 01:07:46 - INFO - Epoch 46/50 Summary:
1069
+ 2025-12-14 01:07:46 - INFO - Train Loss: 2.4657
1070
+ 2025-12-14 01:07:46 - INFO - Train Num_policy_tokens: 9135.9292
1071
+ 2025-12-14 01:07:46 - INFO - Train Num_value_predictions: 20.0000
1072
+ 2025-12-14 01:07:46 - INFO - Train Policy_error: 0.4049
1073
+ 2025-12-14 01:07:46 - INFO - Train Policy_loss: 1.8643
1074
+ 2025-12-14 01:07:46 - INFO - Train Value_loss: 10.0276
1075
+ 2025-12-14 01:07:46 - INFO - Train Value_mae: 2.8496
1076
+ 2025-12-14 01:07:46 - INFO - Train Value_mse: 10.0276
1077
+ 2025-12-14 01:07:46 - INFO - Val Loss: 2.4497
1078
+ 2025-12-14 01:07:46 - INFO - Val Num_policy_tokens: 9127.0000
1079
+ 2025-12-14 01:07:46 - INFO - Val Num_value_predictions: 19.4444
1080
+ 2025-12-14 01:07:46 - INFO - Val Policy_error: 0.4031
1081
+ 2025-12-14 01:07:46 - INFO - Val Policy_loss: 1.8351
1082
+ 2025-12-14 01:07:46 - INFO - Val Value_loss: 10.2500
1083
+ 2025-12-14 01:07:46 - INFO - Val Value_mae: 2.9080
1084
+ 2025-12-14 01:07:46 - INFO - Val Value_mse: 10.2500
1085
+ 2025-12-14 01:16:41 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1086
+ 2025-12-14 01:16:43 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1087
+ 2025-12-14 01:16:43 - INFO -
1088
+ 2025-12-14 01:16:43 - INFO - Epoch 47/50 Summary:
1089
+ 2025-12-14 01:16:43 - INFO - Train Loss: 2.4660
1090
+ 2025-12-14 01:16:43 - INFO - Train Num_policy_tokens: 9135.1750
1091
+ 2025-12-14 01:16:43 - INFO - Train Num_value_predictions: 20.0000
1092
+ 2025-12-14 01:16:43 - INFO - Train Policy_error: 0.4052
1093
+ 2025-12-14 01:16:43 - INFO - Train Policy_loss: 1.8647
1094
+ 2025-12-14 01:16:43 - INFO - Train Value_loss: 10.0214
1095
+ 2025-12-14 01:16:43 - INFO - Train Value_mae: 2.8471
1096
+ 2025-12-14 01:16:43 - INFO - Train Value_mse: 10.0214
1097
+ 2025-12-14 01:16:43 - INFO - Val Loss: 2.4479
1098
+ 2025-12-14 01:16:43 - INFO - Val Num_policy_tokens: 9127.0000
1099
+ 2025-12-14 01:16:43 - INFO - Val Num_value_predictions: 19.4444
1100
+ 2025-12-14 01:16:43 - INFO - Val Policy_error: 0.4032
1101
+ 2025-12-14 01:16:43 - INFO - Val Policy_loss: 1.8351
1102
+ 2025-12-14 01:16:43 - INFO - Val Value_loss: 10.2361
1103
+ 2025-12-14 01:16:43 - INFO - Val Value_mae: 2.9062
1104
+ 2025-12-14 01:16:43 - INFO - Val Value_mse: 10.2361
1105
+ 2025-12-14 01:25:39 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1106
+ 2025-12-14 01:25:41 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1107
+ 2025-12-14 01:25:41 - INFO -
1108
+ 2025-12-14 01:25:41 - INFO - Epoch 48/50 Summary:
1109
+ 2025-12-14 01:25:41 - INFO - Train Loss: 2.4654
1110
+ 2025-12-14 01:25:41 - INFO - Train Num_policy_tokens: 9135.7563
1111
+ 2025-12-14 01:25:41 - INFO - Train Num_value_predictions: 20.0000
1112
+ 2025-12-14 01:25:41 - INFO - Train Policy_error: 0.4049
1113
+ 2025-12-14 01:25:41 - INFO - Train Policy_loss: 1.8639
1114
+ 2025-12-14 01:25:41 - INFO - Train Value_loss: 10.0200
1115
+ 2025-12-14 01:25:41 - INFO - Train Value_mae: 2.8478
1116
+ 2025-12-14 01:25:41 - INFO - Train Value_mse: 10.0200
1117
+ 2025-12-14 01:25:41 - INFO - Val Loss: 2.4479
1118
+ 2025-12-14 01:25:41 - INFO - Val Num_policy_tokens: 9127.0000
1119
+ 2025-12-14 01:25:41 - INFO - Val Num_value_predictions: 19.4444
1120
+ 2025-12-14 01:25:41 - INFO - Val Policy_error: 0.4032
1121
+ 2025-12-14 01:25:41 - INFO - Val Policy_loss: 1.8351
1122
+ 2025-12-14 01:25:41 - INFO - Val Value_loss: 10.2396
1123
+ 2025-12-14 01:25:41 - INFO - Val Value_mae: 2.9062
1124
+ 2025-12-14 01:25:41 - INFO - Val Value_mse: 10.2396
1125
+ 2025-12-14 01:34:36 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1126
+ 2025-12-14 01:34:38 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1127
+ 2025-12-14 01:34:38 - INFO -
1128
+ 2025-12-14 01:34:38 - INFO - Epoch 49/50 Summary:
1129
+ 2025-12-14 01:34:38 - INFO - Train Loss: 2.4650
1130
+ 2025-12-14 01:34:38 - INFO - Train Num_policy_tokens: 9136.0792
1131
+ 2025-12-14 01:34:38 - INFO - Train Num_value_predictions: 20.0000
1132
+ 2025-12-14 01:34:38 - INFO - Train Policy_error: 0.4045
1133
+ 2025-12-14 01:34:38 - INFO - Train Policy_loss: 1.8633
1134
+ 2025-12-14 01:34:38 - INFO - Train Value_loss: 10.0302
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+ 2025-12-14 01:34:38 - INFO - Train Value_mae: 2.8503
1136
+ 2025-12-14 01:34:38 - INFO - Train Value_mse: 10.0302
1137
+ 2025-12-14 01:34:38 - INFO - Val Loss: 2.4479
1138
+ 2025-12-14 01:34:38 - INFO - Val Num_policy_tokens: 9127.0000
1139
+ 2025-12-14 01:34:38 - INFO - Val Num_value_predictions: 19.4444
1140
+ 2025-12-14 01:34:38 - INFO - Val Policy_error: 0.4024
1141
+ 2025-12-14 01:34:38 - INFO - Val Policy_loss: 1.8351
1142
+ 2025-12-14 01:34:38 - INFO - Val Value_loss: 10.2465
1143
+ 2025-12-14 01:34:38 - INFO - Val Value_mae: 2.9045
1144
+ 2025-12-14 01:34:38 - INFO - Val Value_mse: 10.2465
1145
+ 2025-12-14 01:43:34 - INFO - Checkpoint saved: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1146
+ 2025-12-14 01:43:36 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251213-trigo-value-gpt2-l6-h64-251211/checkpoints/latest.chkpt
1147
+ 2025-12-14 01:43:36 - INFO -
1148
+ 2025-12-14 01:43:36 - INFO - Epoch 50/50 Summary:
1149
+ 2025-12-14 01:43:36 - INFO - Train Loss: 2.4671
1150
+ 2025-12-14 01:43:36 - INFO - Train Num_policy_tokens: 9134.0438
1151
+ 2025-12-14 01:43:36 - INFO - Train Num_value_predictions: 20.0000
1152
+ 2025-12-14 01:43:36 - INFO - Train Policy_error: 0.4052
1153
+ 2025-12-14 01:43:36 - INFO - Train Policy_loss: 1.8655
1154
+ 2025-12-14 01:43:36 - INFO - Train Value_loss: 10.0270
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+ 2025-12-14 01:43:36 - INFO - Train Value_mae: 2.8488
1156
+ 2025-12-14 01:43:36 - INFO - Train Value_mse: 10.0270
1157
+ 2025-12-14 01:43:36 - INFO - Val Loss: 2.4514
1158
+ 2025-12-14 01:43:36 - INFO - Val Num_policy_tokens: 9127.0000
1159
+ 2025-12-14 01:43:36 - INFO - Val Num_value_predictions: 19.4444
1160
+ 2025-12-14 01:43:36 - INFO - Val Policy_error: 0.4041
1161
+ 2025-12-14 01:43:36 - INFO - Val Policy_loss: 1.8359
1162
+ 2025-12-14 01:43:36 - INFO - Val Value_loss: 10.2535
1163
+ 2025-12-14 01:43:36 - INFO - Val Value_mae: 2.9097
1164
+ 2025-12-14 01:43:36 - INFO - Val Value_mse: 10.2535
1165
+ 2025-12-14 01:43:40 - INFO - TensorBoard writer closed
1166
+ 2025-12-14 01:43:40 - INFO -
1167
+ 2025-12-14 01:43:40 - INFO - ================================================================================
1168
+ 2025-12-14 01:43:40 - INFO - Training Complete
1169
+ 2025-12-14 01:43:40 - INFO - ================================================================================
1170
+ 2025-12-14 01:43:40 - INFO -
1171
+ 2025-12-14 01:43:40 - INFO - Training completed successfully!
trigor/20251215-trigo-value-llama-l6-h64-251211/config.yaml ADDED
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1
+ id: trigor/20251215-trigo-value-llama-l6-h64-251211
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+ desc:
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+ - 'model: LLaMA with GQA (4 groups), RoPE, RMSNorm'
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+ - 'data_dir: /root/data/trigoRL/selfplay/iteration1-sim40-20251211/'
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+ paths:
6
+ root: /home/claude/work/trigoRL
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+ data: /root/data
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+ output: /root/training
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+ data:
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+ type: TGNValueDataset
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+ data_dir: /root/data/trigoRL/selfplay/iteration1-sim40-20251211
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+ max_length: 8192
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+ min_length: 10
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+ max_file_size: 10000
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+ tokenizer_config: {}
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+ train_split: '*1..48/50'
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+ val_split: 49/50
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+ loader:
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+ batch_size: 20
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+ shuffle: true
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+ num_workers: 0
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+ pin_memory: true
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+ model:
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+ type: ValueCausalLoss
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+ config:
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+ model_config:
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+ type: LlamaCausalLM
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+ config:
29
+ vocab_size: 128
30
+ hidden_size: 64
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+ num_layers: 6
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+ num_heads: 8
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+ num_key_value_heads: 2
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+ max_seq_len: 8192
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+ intermediate_size: 171
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+ activation: silu
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+ rms_norm_eps: 1.0e-06
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+ use_cache: true
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+ value_head_config:
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+ hidden_dim: 64
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+ intermediate_dim: 128
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+ bottleneck_dim: 64
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+ dropout: 0.1
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+ lambda_policy: 1.0
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+ lambda_value: 0.06
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+ gamma: 0.99
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+ territory_value_factor: 1.0
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+ ignore_index: 0
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+ value_id: 3
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+ pad_id: 0
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+ label_smoothing: 0.1
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+ training:
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+ epochs: 50
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+ learning_rate: 0.0001
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+ weight_decay: 0.01
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+ warmup_steps: 50
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+ max_grad_norm: 1.0
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+ gradient_accumulation_steps: 1
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+ epoch_size: null
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+ dtype: bfloat16
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+ scheduler:
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+ type: inverse_sqrt
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+ d_model: 64
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+ lr_mul: 500.0
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+ save_frequency: 1
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+ keep_n_checkpoints: 3
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+ save_mode: best
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+ monitor:
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+ field: val_loss
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+ mode: min
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+ log_frequency: 160
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+ wandb:
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+ enabled: true
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+ tags:
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+ - llama
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+ - gqa
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+ - value-head
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+ - dual-head
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+ - rl-discount
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+ tensorboard:
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+ enabled: true
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+ env:
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+ CUDA_VISIBLE_DEVICES: 6
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+ eval:
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+ eval_frequency: 1
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+ eval_batches: 50
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+ device: cuda
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+ seed: 42
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+ deterministic: true
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trigor/20251215-trigo-value-llama-l6-h64-251211/train.log ADDED
@@ -0,0 +1,1173 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2025-12-15 00:34:06 - INFO - ================================================================================
2
+ 2025-12-15 00:34:06 - INFO - Attention Language Model Training
3
+ 2025-12-15 00:34:06 - INFO - ================================================================================
4
+ 2025-12-15 00:34:06 - INFO - Experiment ID: trigor/20251215-trigo-value-llama-l6-h64-251211
5
+ 2025-12-15 00:34:06 - INFO - Output directory: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211
6
+ 2025-12-15 00:34:06 - INFO - Config saved to: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/config.yaml
7
+ 2025-12-15 00:34:06 - INFO - Log file: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/train.log
8
+ 2025-12-15 00:34:06 - INFO -
9
+ 2025-12-15 00:34:06 - INFO - Configuration:
10
+ 2025-12-15 00:34:06 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
11
+ desc:
12
+ - 'model: LLaMA with GQA (4 groups), RoPE, RMSNorm'
13
+ - 'data_dir: ${paths.data}/trigoRL/selfplay/iteration1-sim40-20251211/'
14
+ paths:
15
+ root: .
16
+ data: /root/data
17
+ output: /root/training
18
+ data:
19
+ type: TGNValueDataset
20
+ data_dir: ${paths.data}/trigoRL/selfplay/iteration1-sim40-20251211/
21
+ max_length: 8192
22
+ min_length: 10
23
+ max_file_size: 10000
24
+ tokenizer_config: {}
25
+ train_split: '*1..48/50'
26
+ val_split: 49/50
27
+ loader:
28
+ batch_size: 20
29
+ shuffle: true
30
+ num_workers: 0
31
+ pin_memory: true
32
+ model:
33
+ type: ValueCausalLoss
34
+ config:
35
+ model_config:
36
+ type: LlamaCausalLM
37
+ config:
38
+ vocab_size: 128
39
+ hidden_size: 64
40
+ num_layers: 6
41
+ num_heads: 8
42
+ num_key_value_heads: 2
43
+ max_seq_len: 8192
44
+ intermediate_size: 171
45
+ activation: silu
46
+ rms_norm_eps: 1.0e-06
47
+ use_cache: true
48
+ value_head_config:
49
+ hidden_dim: 64
50
+ intermediate_dim: 128
51
+ bottleneck_dim: 64
52
+ dropout: 0.1
53
+ lambda_policy: 1.0
54
+ lambda_value: 0.06
55
+ gamma: 0.99
56
+ territory_value_factor: 1.0
57
+ ignore_index: 0
58
+ value_id: 3
59
+ pad_id: 0
60
+ label_smoothing: 0.1
61
+ training:
62
+ epochs: 50
63
+ learning_rate: 0.0001
64
+ weight_decay: 0.01
65
+ warmup_steps: 50
66
+ max_grad_norm: 1.0
67
+ gradient_accumulation_steps: 1
68
+ epoch_size: null
69
+ dtype: bfloat16
70
+ scheduler:
71
+ type: inverse_sqrt
72
+ d_model: 64
73
+ lr_mul: 500.0
74
+ save_frequency: 1
75
+ keep_n_checkpoints: 3
76
+ save_mode: best
77
+ monitor:
78
+ field: val_loss
79
+ mode: min
80
+ log_frequency: 160
81
+ wandb:
82
+ enabled: true
83
+ tags:
84
+ - llama
85
+ - gqa
86
+ - value-head
87
+ - dual-head
88
+ - rl-discount
89
+ tensorboard:
90
+ enabled: true
91
+ env:
92
+ CUDA_VISIBLE_DEVICES: 6
93
+ eval:
94
+ eval_frequency: 1
95
+ eval_batches: 50
96
+ device: cuda
97
+ seed: 42
98
+ deterministic: true
99
+
100
+ 2025-12-15 00:34:06 - INFO - ================================================================================
101
+ 2025-12-15 00:34:06 - INFO - Setting Random Seeds
102
+ 2025-12-15 00:34:06 - INFO - ================================================================================
103
+ 2025-12-15 00:34:06 - INFO - Seed: 42
104
+ 2025-12-15 00:34:06 - INFO - Deterministic: True
105
+ 2025-12-15 00:34:06 - INFO -
106
+ 2025-12-15 00:34:06 - INFO - Device: cuda
107
+ 2025-12-15 00:34:06 - INFO - GPU: NVIDIA GeForce RTX 4090
108
+ 2025-12-15 00:34:06 - INFO - Memory: 25.25 GB
109
+ 2025-12-15 00:34:06 - INFO - ================================================================================
110
+ 2025-12-15 00:34:06 - INFO - Creating Datasets
111
+ 2025-12-15 00:34:06 - INFO - ================================================================================
112
+ 2025-12-15 00:34:07 - INFO -
113
+ 2025-12-15 00:34:07 - INFO - Datasets created:
114
+ 2025-12-15 00:34:07 - INFO - Training: 9602 samples, 480 batches
115
+ 2025-12-15 00:34:07 - INFO - Validation: 175 samples, 9 batches
116
+ 2025-12-15 00:34:07 - INFO -
117
+ 2025-12-15 00:34:07 - INFO - ================================================================================
118
+ 2025-12-15 00:34:07 - INFO - Creating Trainer
119
+ 2025-12-15 00:34:07 - INFO - ================================================================================
120
+ 2025-12-15 00:34:07 - INFO -
121
+ 2025-12-15 00:34:07 - INFO - Setting trainer environment variables from config:
122
+ 2025-12-15 00:34:07 - INFO - CUDA_VISIBLE_DEVICES: 7 (already set, not overriding)
123
+ 2025-12-15 00:34:07 - INFO - ================================================================================
124
+ 2025-12-15 00:34:07 - INFO - Creating Model
125
+ 2025-12-15 00:34:07 - INFO - ================================================================================
126
+ 2025-12-15 00:34:07 - INFO - Converting model to dtype: torch.bfloat16
127
+ 2025-12-15 00:34:07 - INFO -
128
+ 2025-12-15 00:34:07 - INFO - Model created:
129
+ 2025-12-15 00:34:07 - INFO - Type: ValueCausalLoss
130
+ 2025-12-15 00:34:07 - INFO - Base model: LlamaCausalLM
131
+ 2025-12-15 00:34:07 - INFO - Total parameters: 292,673
132
+ 2025-12-15 00:34:07 - INFO - Trainable parameters: 292,673
133
+ 2025-12-15 00:34:07 - INFO - Dtype: torch.bfloat16
134
+ 2025-12-15 00:34:09 - INFO -
135
+ 2025-12-15 00:34:09 - INFO - Trainer initialized:
136
+ 2025-12-15 00:34:09 - INFO - Device: cuda
137
+ 2025-12-15 00:34:09 - INFO - Checkpoint dir: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints
138
+ 2025-12-15 00:34:09 - INFO - Training samples: 9602
139
+ 2025-12-15 00:34:09 - INFO - Validation samples: 175
140
+ 2025-12-15 00:34:09 - INFO - Batch size: 20
141
+ 2025-12-15 00:34:09 - INFO - Gradient accumulation steps: 1
142
+ 2025-12-15 00:34:09 - INFO - Effective batch size: 20
143
+ 2025-12-15 00:34:09 - INFO - Epoch size: full dataset (480 batches)
144
+ 2025-12-15 00:34:09 - INFO - Epochs: 50
145
+ 2025-12-15 00:34:09 - INFO - Learning rate: 0.0001
146
+ 2025-12-15 00:34:09 - INFO - Warmup steps: 50
147
+ 2025-12-15 00:34:09 - INFO - Log frequency: every 160 examples
148
+ 2025-12-15 00:34:09 - INFO - Wandb logging: enabled
149
+ 2025-12-15 00:34:09 - INFO - TensorBoard logging: enabled
150
+ 2025-12-15 00:34:09 - INFO -
151
+ 2025-12-15 00:34:09 - INFO - ================================================================================
152
+ 2025-12-15 00:34:09 - INFO - Starting Training
153
+ 2025-12-15 00:34:09 - INFO - ================================================================================
154
+ 2025-12-15 00:34:09 - INFO -
155
+ 2025-12-15 00:34:09 - INFO - Evaluating initial model (epoch 0)...
156
+ 2025-12-15 00:34:13 - INFO -
157
+ 2025-12-15 00:34:13 - INFO - Initial model metrics:
158
+ 2025-12-15 00:34:13 - INFO - Loss: 5.5174
159
+ 2025-12-15 00:34:13 - INFO - Num_policy_tokens: 9127.0000
160
+ 2025-12-15 00:34:13 - INFO - Num_value_predictions: 19.4444
161
+ 2025-12-15 00:34:13 - INFO - Policy_error: 0.9969
162
+ 2025-12-15 00:34:13 - INFO - Policy_loss: 4.9062
163
+ 2025-12-15 00:34:13 - INFO - Value_loss: 10.1979
164
+ 2025-12-15 00:34:13 - INFO - Value_mae: 2.9028
165
+ 2025-12-15 00:34:13 - INFO - Value_mse: 10.1979
166
+ 2025-12-15 00:34:13 - INFO -
167
+ 2025-12-15 00:40:49 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0000_val_loss_2.3108.chkpt
168
+ 2025-12-15 00:40:52 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0000_val_loss_2.3108.chkpt
169
+ 2025-12-15 00:40:52 - INFO -
170
+ 2025-12-15 00:40:52 - INFO - Epoch 1/50 Summary:
171
+ 2025-12-15 00:40:52 - INFO - Train Loss: 2.8799
172
+ 2025-12-15 00:40:52 - INFO - Train Num_policy_tokens: 9135.3729
173
+ 2025-12-15 00:40:52 - INFO - Train Num_value_predictions: 20.0000
174
+ 2025-12-15 00:40:52 - INFO - Train Policy_error: 0.4801
175
+ 2025-12-15 00:40:52 - INFO - Train Policy_loss: 2.2739
176
+ 2025-12-15 00:40:52 - INFO - Train Value_loss: 10.1012
177
+ 2025-12-15 00:40:52 - INFO - Train Value_mae: 2.8568
178
+ 2025-12-15 00:40:52 - INFO - Train Value_mse: 10.1012
179
+ 2025-12-15 00:40:52 - INFO - Val Loss: 2.3108
180
+ 2025-12-15 00:40:52 - INFO - Val Num_policy_tokens: 9127.0000
181
+ 2025-12-15 00:40:52 - INFO - Val Num_value_predictions: 19.4444
182
+ 2025-12-15 00:40:52 - INFO - Val Policy_error: 0.3278
183
+ 2025-12-15 00:40:52 - INFO - Val Policy_loss: 1.6979
184
+ 2025-12-15 00:40:52 - INFO - Val Value_loss: 10.2188
185
+ 2025-12-15 00:40:52 - INFO - Val Value_mae: 2.9010
186
+ 2025-12-15 00:40:52 - INFO - Val Value_mse: 10.2188
187
+ 2025-12-15 00:47:26 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0001_val_loss_2.1944.chkpt
188
+ 2025-12-15 00:47:28 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0001_val_loss_2.1944.chkpt
189
+ 2025-12-15 00:47:28 - INFO -
190
+ 2025-12-15 00:47:28 - INFO - Epoch 2/50 Summary:
191
+ 2025-12-15 00:47:28 - INFO - Train Loss: 2.2303
192
+ 2025-12-15 00:47:28 - INFO - Train Num_policy_tokens: 9135.9771
193
+ 2025-12-15 00:47:28 - INFO - Train Num_value_predictions: 20.0000
194
+ 2025-12-15 00:47:28 - INFO - Train Policy_error: 0.2935
195
+ 2025-12-15 00:47:28 - INFO - Train Policy_loss: 1.6264
196
+ 2025-12-15 00:47:28 - INFO - Train Value_loss: 10.0708
197
+ 2025-12-15 00:47:28 - INFO - Train Value_mae: 2.8520
198
+ 2025-12-15 00:47:28 - INFO - Train Value_mse: 10.0708
199
+ 2025-12-15 00:47:28 - INFO - Val Loss: 2.1944
200
+ 2025-12-15 00:47:28 - INFO - Val Num_policy_tokens: 9127.0000
201
+ 2025-12-15 00:47:28 - INFO - Val Num_value_predictions: 19.4444
202
+ 2025-12-15 00:47:28 - INFO - Val Policy_error: 0.2866
203
+ 2025-12-15 00:47:28 - INFO - Val Policy_loss: 1.5816
204
+ 2025-12-15 00:47:28 - INFO - Val Value_loss: 10.2188
205
+ 2025-12-15 00:47:28 - INFO - Val Value_mae: 2.9045
206
+ 2025-12-15 00:47:28 - INFO - Val Value_mse: 10.2188
207
+ 2025-12-15 00:54:07 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0002_val_loss_2.1632.chkpt
208
+ 2025-12-15 00:54:09 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0002_val_loss_2.1632.chkpt
209
+ 2025-12-15 00:54:09 - INFO -
210
+ 2025-12-15 00:54:09 - INFO - Epoch 3/50 Summary:
211
+ 2025-12-15 00:54:09 - INFO - Train Loss: 2.1626
212
+ 2025-12-15 00:54:09 - INFO - Train Num_policy_tokens: 9135.8771
213
+ 2025-12-15 00:54:09 - INFO - Train Num_value_predictions: 20.0000
214
+ 2025-12-15 00:54:09 - INFO - Train Policy_error: 0.2680
215
+ 2025-12-15 00:54:09 - INFO - Train Policy_loss: 1.5580
216
+ 2025-12-15 00:54:09 - INFO - Train Value_loss: 10.0741
217
+ 2025-12-15 00:54:09 - INFO - Train Value_mae: 2.8529
218
+ 2025-12-15 00:54:09 - INFO - Train Value_mse: 10.0741
219
+ 2025-12-15 00:54:09 - INFO - Val Loss: 2.1632
220
+ 2025-12-15 00:54:09 - INFO - Val Num_policy_tokens: 9127.0000
221
+ 2025-12-15 00:54:09 - INFO - Val Num_value_predictions: 19.4444
222
+ 2025-12-15 00:54:09 - INFO - Val Policy_error: 0.2744
223
+ 2025-12-15 00:54:09 - INFO - Val Policy_loss: 1.5477
224
+ 2025-12-15 00:54:09 - INFO - Val Value_loss: 10.2292
225
+ 2025-12-15 00:54:09 - INFO - Val Value_mae: 2.9045
226
+ 2025-12-15 00:54:09 - INFO - Val Value_mse: 10.2292
227
+ 2025-12-15 01:00:47 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0003_val_loss_2.1467.chkpt
228
+ 2025-12-15 01:00:49 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0003_val_loss_2.1467.chkpt
229
+ 2025-12-15 01:00:49 - INFO -
230
+ 2025-12-15 01:00:49 - INFO - Epoch 4/50 Summary:
231
+ 2025-12-15 01:00:49 - INFO - Train Loss: 2.1359
232
+ 2025-12-15 01:00:49 - INFO - Train Num_policy_tokens: 9133.4333
233
+ 2025-12-15 01:00:49 - INFO - Train Num_value_predictions: 20.0000
234
+ 2025-12-15 01:00:49 - INFO - Train Policy_error: 0.2573
235
+ 2025-12-15 01:00:49 - INFO - Train Policy_loss: 1.5324
236
+ 2025-12-15 01:00:49 - INFO - Train Value_loss: 10.0544
237
+ 2025-12-15 01:00:49 - INFO - Train Value_mae: 2.8507
238
+ 2025-12-15 01:00:49 - INFO - Train Value_mse: 10.0544
239
+ 2025-12-15 01:00:49 - INFO - Val Loss: 2.1467
240
+ 2025-12-15 01:00:49 - INFO - Val Num_policy_tokens: 9127.0000
241
+ 2025-12-15 01:00:49 - INFO - Val Num_value_predictions: 19.4444
242
+ 2025-12-15 01:00:49 - INFO - Val Policy_error: 0.2651
243
+ 2025-12-15 01:00:49 - INFO - Val Policy_loss: 1.5304
244
+ 2025-12-15 01:00:49 - INFO - Val Value_loss: 10.2569
245
+ 2025-12-15 01:00:49 - INFO - Val Value_mae: 2.9045
246
+ 2025-12-15 01:00:49 - INFO - Val Value_mse: 10.2569
247
+ 2025-12-15 01:07:28 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0004_val_loss_2.1276.chkpt
248
+ 2025-12-15 01:07:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0004_val_loss_2.1276.chkpt
249
+ 2025-12-15 01:07:30 - INFO -
250
+ 2025-12-15 01:07:30 - INFO - Epoch 5/50 Summary:
251
+ 2025-12-15 01:07:30 - INFO - Train Loss: 2.1213
252
+ 2025-12-15 01:07:30 - INFO - Train Num_policy_tokens: 9136.0438
253
+ 2025-12-15 01:07:30 - INFO - Train Num_value_predictions: 20.0000
254
+ 2025-12-15 01:07:30 - INFO - Train Policy_error: 0.2510
255
+ 2025-12-15 01:07:30 - INFO - Train Policy_loss: 1.5182
256
+ 2025-12-15 01:07:30 - INFO - Train Value_loss: 10.0497
257
+ 2025-12-15 01:07:30 - INFO - Train Value_mae: 2.8506
258
+ 2025-12-15 01:07:30 - INFO - Train Value_mse: 10.0497
259
+ 2025-12-15 01:07:30 - INFO - Val Loss: 2.1276
260
+ 2025-12-15 01:07:30 - INFO - Val Num_policy_tokens: 9127.0000
261
+ 2025-12-15 01:07:30 - INFO - Val Num_value_predictions: 19.4444
262
+ 2025-12-15 01:07:30 - INFO - Val Policy_error: 0.2609
263
+ 2025-12-15 01:07:30 - INFO - Val Policy_loss: 1.5174
264
+ 2025-12-15 01:07:30 - INFO - Val Value_loss: 10.2222
265
+ 2025-12-15 01:07:30 - INFO - Val Value_mae: 2.9045
266
+ 2025-12-15 01:07:30 - INFO - Val Value_mse: 10.2222
267
+ 2025-12-15 01:14:08 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0005_val_loss_2.1259.chkpt
268
+ 2025-12-15 01:14:10 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0005_val_loss_2.1259.chkpt
269
+ 2025-12-15 01:14:10 - INFO -
270
+ 2025-12-15 01:14:10 - INFO - Epoch 6/50 Summary:
271
+ 2025-12-15 01:14:10 - INFO - Train Loss: 2.1089
272
+ 2025-12-15 01:14:10 - INFO - Train Num_policy_tokens: 9134.6208
273
+ 2025-12-15 01:14:10 - INFO - Train Num_value_predictions: 20.0000
274
+ 2025-12-15 01:14:10 - INFO - Train Policy_error: 0.2467
275
+ 2025-12-15 01:14:10 - INFO - Train Policy_loss: 1.5080
276
+ 2025-12-15 01:14:10 - INFO - Train Value_loss: 10.0201
277
+ 2025-12-15 01:14:10 - INFO - Train Value_mae: 2.8459
278
+ 2025-12-15 01:14:10 - INFO - Train Value_mse: 10.0201
279
+ 2025-12-15 01:14:10 - INFO - Val Loss: 2.1259
280
+ 2025-12-15 01:14:10 - INFO - Val Num_policy_tokens: 9127.0000
281
+ 2025-12-15 01:14:10 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 01:14:10 - INFO - Val Policy_error: 0.2575
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+ 2025-12-15 01:14:10 - INFO - Val Policy_loss: 1.5087
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+ 2025-12-15 01:14:10 - INFO - Val Value_loss: 10.3160
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+ 2025-12-15 01:14:10 - INFO - Val Value_mae: 2.9010
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+ 2025-12-15 01:14:10 - INFO - Val Value_mse: 10.3160
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+ 2025-12-15 01:20:49 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0006_val_loss_2.1215.chkpt
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+ 2025-12-15 01:20:51 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0006_val_loss_2.1215.chkpt
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+ 2025-12-15 01:20:51 - INFO -
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+ 2025-12-15 01:20:51 - INFO - Epoch 7/50 Summary:
291
+ 2025-12-15 01:20:51 - INFO - Train Loss: 2.1026
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+ 2025-12-15 01:20:51 - INFO - Train Num_policy_tokens: 9131.3542
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+ 2025-12-15 01:20:51 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 01:20:51 - INFO - Train Policy_error: 0.2444
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+ 2025-12-15 01:20:51 - INFO - Train Policy_loss: 1.5025
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+ 2025-12-15 01:20:51 - INFO - Train Value_loss: 10.0059
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+ 2025-12-15 01:20:51 - INFO - Train Value_mae: 2.8457
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+ 2025-12-15 01:20:51 - INFO - Train Value_mse: 10.0059
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+ 2025-12-15 01:20:51 - INFO - Val Loss: 2.1215
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+ 2025-12-15 01:20:51 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 01:20:51 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 01:20:51 - INFO - Val Policy_error: 0.2551
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+ 2025-12-15 01:20:51 - INFO - Val Policy_loss: 1.5052
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+ 2025-12-15 01:20:51 - INFO - Val Value_loss: 10.2639
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+ 2025-12-15 01:20:51 - INFO - Val Value_mae: 2.9045
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+ 2025-12-15 01:20:51 - INFO - Val Value_mse: 10.2639
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+ 2025-12-15 01:27:28 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0007_val_loss_2.1207.chkpt
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+ 2025-12-15 01:27:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0007_val_loss_2.1207.chkpt
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+ 2025-12-15 01:27:30 - INFO -
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+ 2025-12-15 01:27:30 - INFO - Epoch 8/50 Summary:
311
+ 2025-12-15 01:27:30 - INFO - Train Loss: 2.0975
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+ 2025-12-15 01:27:30 - INFO - Train Num_policy_tokens: 9135.5521
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+ 2025-12-15 01:27:30 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 01:27:30 - INFO - Train Policy_error: 0.2424
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+ 2025-12-15 01:27:30 - INFO - Train Policy_loss: 1.4982
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+ 2025-12-15 01:27:30 - INFO - Train Value_loss: 9.9967
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+ 2025-12-15 01:27:30 - INFO - Train Value_mae: 2.8438
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+ 2025-12-15 01:27:30 - INFO - Train Value_mse: 9.9967
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+ 2025-12-15 01:27:30 - INFO - Val Loss: 2.1207
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+ 2025-12-15 01:27:30 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 01:27:30 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 01:27:30 - INFO - Val Policy_error: 0.2550
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+ 2025-12-15 01:27:30 - INFO - Val Policy_loss: 1.5035
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+ 2025-12-15 01:27:30 - INFO - Val Value_loss: 10.2639
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+ 2025-12-15 01:27:30 - INFO - Val Value_mae: 2.9062
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+ 2025-12-15 01:27:30 - INFO - Val Value_mse: 10.2639
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+ 2025-12-15 01:34:06 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0008_val_loss_2.1163.chkpt
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+ 2025-12-15 01:34:08 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0008_val_loss_2.1163.chkpt
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+ 2025-12-15 01:34:08 - INFO -
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+ 2025-12-15 01:34:08 - INFO - Epoch 9/50 Summary:
331
+ 2025-12-15 01:34:08 - INFO - Train Loss: 2.0947
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+ 2025-12-15 01:34:08 - INFO - Train Num_policy_tokens: 9133.2083
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+ 2025-12-15 01:34:08 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 01:34:08 - INFO - Train Policy_error: 0.2412
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+ 2025-12-15 01:34:08 - INFO - Train Policy_loss: 1.4953
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+ 2025-12-15 01:34:08 - INFO - Train Value_loss: 9.9921
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+ 2025-12-15 01:34:08 - INFO - Train Value_mae: 2.8427
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+ 2025-12-15 01:34:08 - INFO - Train Value_mse: 9.9921
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+ 2025-12-15 01:34:08 - INFO - Val Loss: 2.1163
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+ 2025-12-15 01:34:08 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 01:34:08 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 01:34:08 - INFO - Val Policy_error: 0.2509
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+ 2025-12-15 01:34:08 - INFO - Val Policy_loss: 1.4983
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+ 2025-12-15 01:34:08 - INFO - Val Value_loss: 10.2951
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+ 2025-12-15 01:34:08 - INFO - Val Value_mae: 2.9062
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+ 2025-12-15 01:34:08 - INFO - Val Value_mse: 10.2951
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+ 2025-12-15 01:40:44 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0009_val_loss_2.1137.chkpt
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+ 2025-12-15 01:40:46 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0009_val_loss_2.1137.chkpt
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+ 2025-12-15 01:40:46 - INFO -
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+ 2025-12-15 01:40:46 - INFO - Epoch 10/50 Summary:
351
+ 2025-12-15 01:40:46 - INFO - Train Loss: 2.0910
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+ 2025-12-15 01:40:46 - INFO - Train Num_policy_tokens: 9135.4917
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+ 2025-12-15 01:40:46 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 01:40:46 - INFO - Train Policy_error: 0.2397
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+ 2025-12-15 01:40:46 - INFO - Train Policy_loss: 1.4928
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+ 2025-12-15 01:40:46 - INFO - Train Value_loss: 9.9743
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+ 2025-12-15 01:40:46 - INFO - Train Value_mae: 2.8402
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+ 2025-12-15 01:40:46 - INFO - Train Value_mse: 9.9743
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+ 2025-12-15 01:40:46 - INFO - Val Loss: 2.1137
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+ 2025-12-15 01:40:46 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 01:40:46 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 01:40:46 - INFO - Val Policy_error: 0.2503
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+ 2025-12-15 01:40:46 - INFO - Val Policy_loss: 1.4974
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+ 2025-12-15 01:40:46 - INFO - Val Value_loss: 10.2812
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+ 2025-12-15 01:40:46 - INFO - Val Value_mae: 2.9097
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+ 2025-12-15 01:40:46 - INFO - Val Value_mse: 10.2812
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+ 2025-12-15 01:47:22 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-15 01:47:24 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-15 01:47:24 - INFO -
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+ 2025-12-15 01:47:24 - INFO - Epoch 11/50 Summary:
371
+ 2025-12-15 01:47:24 - INFO - Train Loss: 2.0895
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+ 2025-12-15 01:47:24 - INFO - Train Num_policy_tokens: 9134.3604
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+ 2025-12-15 01:47:24 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 01:47:24 - INFO - Train Policy_error: 0.2390
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+ 2025-12-15 01:47:24 - INFO - Train Policy_loss: 1.4911
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+ 2025-12-15 01:47:24 - INFO - Train Value_loss: 9.9742
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+ 2025-12-15 01:47:24 - INFO - Train Value_mae: 2.8387
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+ 2025-12-15 01:47:24 - INFO - Train Value_mse: 9.9742
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+ 2025-12-15 01:47:24 - INFO - Val Loss: 2.1146
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+ 2025-12-15 01:47:24 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 01:47:24 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 01:47:24 - INFO - Val Policy_error: 0.2503
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+ 2025-12-15 01:47:24 - INFO - Val Policy_loss: 1.4974
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+ 2025-12-15 01:47:24 - INFO - Val Value_loss: 10.2604
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+ 2025-12-15 01:47:24 - INFO - Val Value_mae: 2.9028
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+ 2025-12-15 01:47:24 - INFO - Val Value_mse: 10.2604
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+ 2025-12-15 01:54:00 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-15 01:54:02 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-15 01:54:02 - INFO -
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+ 2025-12-15 01:54:02 - INFO - Epoch 12/50 Summary:
391
+ 2025-12-15 01:54:02 - INFO - Train Loss: 2.0884
392
+ 2025-12-15 01:54:02 - INFO - Train Num_policy_tokens: 9135.4500
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+ 2025-12-15 01:54:02 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 01:54:02 - INFO - Train Policy_error: 0.2383
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+ 2025-12-15 01:54:02 - INFO - Train Policy_loss: 1.4900
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+ 2025-12-15 01:54:02 - INFO - Train Value_loss: 9.9742
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+ 2025-12-15 01:54:02 - INFO - Train Value_mae: 2.8363
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+ 2025-12-15 01:54:02 - INFO - Train Value_mse: 9.9742
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+ 2025-12-15 01:54:02 - INFO - Val Loss: 2.1181
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+ 2025-12-15 01:54:02 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 01:54:02 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 01:54:02 - INFO - Val Policy_error: 0.2494
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+ 2025-12-15 01:54:02 - INFO - Val Policy_loss: 1.4948
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+ 2025-12-15 01:54:02 - INFO - Val Value_loss: 10.3646
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+ 2025-12-15 01:54:02 - INFO - Val Value_mae: 2.9115
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+ 2025-12-15 01:54:02 - INFO - Val Value_mse: 10.3646
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+ 2025-12-15 02:00:37 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0012_val_loss_2.1085.chkpt
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+ 2025-12-15 02:00:39 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0012_val_loss_2.1085.chkpt
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+ 2025-12-15 02:00:39 - INFO -
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+ 2025-12-15 02:00:39 - INFO - Epoch 13/50 Summary:
411
+ 2025-12-15 02:00:39 - INFO - Train Loss: 2.0850
412
+ 2025-12-15 02:00:39 - INFO - Train Num_policy_tokens: 9135.4604
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+ 2025-12-15 02:00:39 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 02:00:39 - INFO - Train Policy_error: 0.2374
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+ 2025-12-15 02:00:39 - INFO - Train Policy_loss: 1.4884
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+ 2025-12-15 02:00:39 - INFO - Train Value_loss: 9.9406
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+ 2025-12-15 02:00:39 - INFO - Train Value_mae: 2.8305
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+ 2025-12-15 02:00:39 - INFO - Train Value_mse: 9.9406
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+ 2025-12-15 02:00:39 - INFO - Val Loss: 2.1085
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+ 2025-12-15 02:00:39 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 02:00:39 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 02:00:39 - INFO - Val Policy_error: 0.2482
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+ 2025-12-15 02:00:39 - INFO - Val Policy_loss: 1.4905
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+ 2025-12-15 02:00:39 - INFO - Val Value_loss: 10.2569
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+ 2025-12-15 02:00:39 - INFO - Val Value_mae: 2.9010
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+ 2025-12-15 02:00:39 - INFO - Val Value_mse: 10.2569
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+ 2025-12-15 02:07:13 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0013_val_loss_2.1042.chkpt
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+ 2025-12-15 02:07:15 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0013_val_loss_2.1042.chkpt
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+ 2025-12-15 02:07:15 - INFO -
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+ 2025-12-15 02:07:15 - INFO - Epoch 14/50 Summary:
431
+ 2025-12-15 02:07:15 - INFO - Train Loss: 2.0850
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+ 2025-12-15 02:07:15 - INFO - Train Num_policy_tokens: 9136.3375
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+ 2025-12-15 02:07:15 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 02:07:15 - INFO - Train Policy_error: 0.2373
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+ 2025-12-15 02:07:15 - INFO - Train Policy_loss: 1.4881
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+ 2025-12-15 02:07:15 - INFO - Train Value_loss: 9.9516
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+ 2025-12-15 02:07:15 - INFO - Train Value_mae: 2.8343
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+ 2025-12-15 02:07:15 - INFO - Train Value_mse: 9.9516
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+ 2025-12-15 02:07:15 - INFO - Val Loss: 2.1042
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+ 2025-12-15 02:07:15 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 02:07:15 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 02:07:15 - INFO - Val Policy_error: 0.2482
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+ 2025-12-15 02:07:15 - INFO - Val Policy_loss: 1.4887
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+ 2025-12-15 02:07:15 - INFO - Val Value_loss: 10.2361
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+ 2025-12-15 02:07:15 - INFO - Val Value_mae: 2.8993
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+ 2025-12-15 02:07:15 - INFO - Val Value_mse: 10.2361
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+ 2025-12-15 02:13:51 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0014_val_loss_2.1024.chkpt
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+ 2025-12-15 02:13:53 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0014_val_loss_2.1024.chkpt
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+ 2025-12-15 02:13:53 - INFO -
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+ 2025-12-15 02:13:53 - INFO - Epoch 15/50 Summary:
451
+ 2025-12-15 02:13:53 - INFO - Train Loss: 2.0831
452
+ 2025-12-15 02:13:53 - INFO - Train Num_policy_tokens: 9135.5812
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+ 2025-12-15 02:13:53 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 02:13:53 - INFO - Train Policy_error: 0.2368
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+ 2025-12-15 02:13:53 - INFO - Train Policy_loss: 1.4869
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+ 2025-12-15 02:13:53 - INFO - Train Value_loss: 9.9421
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+ 2025-12-15 02:13:53 - INFO - Train Value_mae: 2.8319
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+ 2025-12-15 02:13:53 - INFO - Train Value_mse: 9.9421
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+ 2025-12-15 02:13:53 - INFO - Val Loss: 2.1024
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+ 2025-12-15 02:13:53 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 02:13:53 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 02:13:53 - INFO - Val Policy_error: 0.2477
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+ 2025-12-15 02:13:53 - INFO - Val Policy_loss: 1.4870
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+ 2025-12-15 02:13:53 - INFO - Val Value_loss: 10.2569
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+ 2025-12-15 02:13:53 - INFO - Val Value_mae: 2.8958
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+ 2025-12-15 02:13:53 - INFO - Val Value_mse: 10.2569
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+ 2025-12-15 02:20:31 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0015_val_loss_2.0998.chkpt
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+ 2025-12-15 02:20:33 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0015_val_loss_2.0998.chkpt
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+ 2025-12-15 02:20:33 - INFO -
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+ 2025-12-15 02:20:33 - INFO - Epoch 16/50 Summary:
471
+ 2025-12-15 02:20:33 - INFO - Train Loss: 2.0803
472
+ 2025-12-15 02:20:33 - INFO - Train Num_policy_tokens: 9134.8771
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+ 2025-12-15 02:20:33 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 02:20:33 - INFO - Train Policy_error: 0.2360
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+ 2025-12-15 02:20:33 - INFO - Train Policy_loss: 1.4858
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+ 2025-12-15 02:20:33 - INFO - Train Value_loss: 9.9111
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+ 2025-12-15 02:20:33 - INFO - Train Value_mae: 2.8236
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+ 2025-12-15 02:20:33 - INFO - Train Value_mse: 9.9111
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+ 2025-12-15 02:20:33 - INFO - Val Loss: 2.0998
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+ 2025-12-15 02:20:33 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 02:20:33 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 02:20:33 - INFO - Val Policy_error: 0.2472
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+ 2025-12-15 02:20:33 - INFO - Val Policy_loss: 1.4878
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+ 2025-12-15 02:20:33 - INFO - Val Value_loss: 10.1806
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+ 2025-12-15 02:20:33 - INFO - Val Value_mae: 2.8924
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+ 2025-12-15 02:20:33 - INFO - Val Value_mse: 10.1806
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+ 2025-12-15 02:27:11 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0016_val_loss_2.0990.chkpt
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+ 2025-12-15 02:27:13 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0016_val_loss_2.0990.chkpt
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+ 2025-12-15 02:27:13 - INFO -
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+ 2025-12-15 02:27:13 - INFO - Epoch 17/50 Summary:
491
+ 2025-12-15 02:27:13 - INFO - Train Loss: 2.0797
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+ 2025-12-15 02:27:13 - INFO - Train Num_policy_tokens: 9134.6437
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+ 2025-12-15 02:27:13 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 02:27:13 - INFO - Train Policy_error: 0.2364
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+ 2025-12-15 02:27:13 - INFO - Train Policy_loss: 1.4864
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+ 2025-12-15 02:27:13 - INFO - Train Value_loss: 9.8871
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+ 2025-12-15 02:27:13 - INFO - Train Value_mae: 2.8197
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+ 2025-12-15 02:27:13 - INFO - Train Value_mse: 9.8871
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+ 2025-12-15 02:27:13 - INFO - Val Loss: 2.0990
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+ 2025-12-15 02:27:13 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 02:27:13 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 02:27:13 - INFO - Val Policy_error: 0.2469
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+ 2025-12-15 02:27:13 - INFO - Val Policy_loss: 1.4887
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+ 2025-12-15 02:27:13 - INFO - Val Value_loss: 10.1701
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+ 2025-12-15 02:27:13 - INFO - Val Value_mae: 2.8889
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+ 2025-12-15 02:27:13 - INFO - Val Value_mse: 10.1701
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+ 2025-12-15 02:33:49 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0017_val_loss_2.0955.chkpt
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+ 2025-12-15 02:33:51 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0017_val_loss_2.0955.chkpt
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+ 2025-12-15 02:33:51 - INFO -
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+ 2025-12-15 02:33:51 - INFO - Epoch 18/50 Summary:
511
+ 2025-12-15 02:33:51 - INFO - Train Loss: 2.0768
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+ 2025-12-15 02:33:51 - INFO - Train Num_policy_tokens: 9135.0958
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+ 2025-12-15 02:33:51 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 02:33:51 - INFO - Train Policy_error: 0.2356
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+ 2025-12-15 02:33:51 - INFO - Train Policy_loss: 1.4849
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+ 2025-12-15 02:33:51 - INFO - Train Value_loss: 9.8717
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+ 2025-12-15 02:33:51 - INFO - Train Value_mae: 2.8183
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+ 2025-12-15 02:33:51 - INFO - Train Value_mse: 9.8717
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+ 2025-12-15 02:33:51 - INFO - Val Loss: 2.0955
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+ 2025-12-15 02:33:51 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 02:33:51 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 02:33:51 - INFO - Val Policy_error: 0.2467
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+ 2025-12-15 02:33:51 - INFO - Val Policy_loss: 1.4878
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+ 2025-12-15 02:33:51 - INFO - Val Value_loss: 10.1215
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+ 2025-12-15 02:33:51 - INFO - Val Value_mae: 2.8767
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+ 2025-12-15 02:33:51 - INFO - Val Value_mse: 10.1215
527
+ 2025-12-15 02:40:27 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0018_val_loss_2.0946.chkpt
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+ 2025-12-15 02:40:29 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0018_val_loss_2.0946.chkpt
529
+ 2025-12-15 02:40:29 - INFO -
530
+ 2025-12-15 02:40:29 - INFO - Epoch 19/50 Summary:
531
+ 2025-12-15 02:40:29 - INFO - Train Loss: 2.0765
532
+ 2025-12-15 02:40:29 - INFO - Train Num_policy_tokens: 9134.6479
533
+ 2025-12-15 02:40:29 - INFO - Train Num_value_predictions: 20.0000
534
+ 2025-12-15 02:40:29 - INFO - Train Policy_error: 0.2355
535
+ 2025-12-15 02:40:29 - INFO - Train Policy_loss: 1.4844
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+ 2025-12-15 02:40:29 - INFO - Train Value_loss: 9.8695
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+ 2025-12-15 02:40:29 - INFO - Train Value_mae: 2.8184
538
+ 2025-12-15 02:40:29 - INFO - Train Value_mse: 9.8695
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+ 2025-12-15 02:40:29 - INFO - Val Loss: 2.0946
540
+ 2025-12-15 02:40:29 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 02:40:29 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 02:40:29 - INFO - Val Policy_error: 0.2468
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+ 2025-12-15 02:40:29 - INFO - Val Policy_loss: 1.4870
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+ 2025-12-15 02:40:29 - INFO - Val Value_loss: 10.1181
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+ 2025-12-15 02:40:29 - INFO - Val Value_mae: 2.8785
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+ 2025-12-15 02:40:29 - INFO - Val Value_mse: 10.1181
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+ 2025-12-15 02:47:04 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0019_val_loss_2.0938.chkpt
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+ 2025-12-15 02:47:06 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0019_val_loss_2.0938.chkpt
549
+ 2025-12-15 02:47:06 - INFO -
550
+ 2025-12-15 02:47:06 - INFO - Epoch 20/50 Summary:
551
+ 2025-12-15 02:47:06 - INFO - Train Loss: 2.0764
552
+ 2025-12-15 02:47:06 - INFO - Train Num_policy_tokens: 9135.5917
553
+ 2025-12-15 02:47:06 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 02:47:06 - INFO - Train Policy_error: 0.2354
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+ 2025-12-15 02:47:06 - INFO - Train Policy_loss: 1.4843
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+ 2025-12-15 02:47:06 - INFO - Train Value_loss: 9.8680
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+ 2025-12-15 02:47:06 - INFO - Train Value_mae: 2.8174
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+ 2025-12-15 02:47:06 - INFO - Train Value_mse: 9.8680
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+ 2025-12-15 02:47:06 - INFO - Val Loss: 2.0938
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+ 2025-12-15 02:47:06 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 02:47:06 - INFO - Val Num_value_predictions: 19.4444
562
+ 2025-12-15 02:47:06 - INFO - Val Policy_error: 0.2460
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+ 2025-12-15 02:47:06 - INFO - Val Policy_loss: 1.4878
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+ 2025-12-15 02:47:06 - INFO - Val Value_loss: 10.1562
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+ 2025-12-15 02:47:06 - INFO - Val Value_mae: 2.8837
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+ 2025-12-15 02:47:06 - INFO - Val Value_mse: 10.1562
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+ 2025-12-15 02:53:44 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
568
+ 2025-12-15 02:53:46 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-15 02:53:46 - INFO -
570
+ 2025-12-15 02:53:46 - INFO - Epoch 21/50 Summary:
571
+ 2025-12-15 02:53:46 - INFO - Train Loss: 2.0753
572
+ 2025-12-15 02:53:46 - INFO - Train Num_policy_tokens: 9135.0521
573
+ 2025-12-15 02:53:46 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 02:53:46 - INFO - Train Policy_error: 0.2356
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+ 2025-12-15 02:53:46 - INFO - Train Policy_loss: 1.4841
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+ 2025-12-15 02:53:46 - INFO - Train Value_loss: 9.8577
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+ 2025-12-15 02:53:46 - INFO - Train Value_mae: 2.8151
578
+ 2025-12-15 02:53:46 - INFO - Train Value_mse: 9.8577
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+ 2025-12-15 02:53:46 - INFO - Val Loss: 2.0964
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+ 2025-12-15 02:53:46 - INFO - Val Num_policy_tokens: 9127.0000
581
+ 2025-12-15 02:53:46 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 02:53:46 - INFO - Val Policy_error: 0.2462
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+ 2025-12-15 02:53:46 - INFO - Val Policy_loss: 1.4878
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+ 2025-12-15 02:53:46 - INFO - Val Value_loss: 10.1285
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+ 2025-12-15 02:53:46 - INFO - Val Value_mae: 2.8750
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+ 2025-12-15 02:53:46 - INFO - Val Value_mse: 10.1285
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+ 2025-12-15 03:00:23 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-15 03:00:25 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
589
+ 2025-12-15 03:00:25 - INFO -
590
+ 2025-12-15 03:00:25 - INFO - Epoch 22/50 Summary:
591
+ 2025-12-15 03:00:25 - INFO - Train Loss: 2.0735
592
+ 2025-12-15 03:00:25 - INFO - Train Num_policy_tokens: 9135.2812
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+ 2025-12-15 03:00:25 - INFO - Train Num_value_predictions: 20.0000
594
+ 2025-12-15 03:00:25 - INFO - Train Policy_error: 0.2355
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+ 2025-12-15 03:00:25 - INFO - Train Policy_loss: 1.4843
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+ 2025-12-15 03:00:25 - INFO - Train Value_loss: 9.8212
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+ 2025-12-15 03:00:25 - INFO - Train Value_mae: 2.8096
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+ 2025-12-15 03:00:25 - INFO - Train Value_mse: 9.8212
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+ 2025-12-15 03:00:25 - INFO - Val Loss: 2.0938
600
+ 2025-12-15 03:00:25 - INFO - Val Num_policy_tokens: 9127.0000
601
+ 2025-12-15 03:00:25 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 03:00:25 - INFO - Val Policy_error: 0.2454
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+ 2025-12-15 03:00:25 - INFO - Val Policy_loss: 1.4870
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+ 2025-12-15 03:00:25 - INFO - Val Value_loss: 10.1042
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+ 2025-12-15 03:00:25 - INFO - Val Value_mae: 2.8681
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+ 2025-12-15 03:00:25 - INFO - Val Value_mse: 10.1042
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+ 2025-12-15 03:07:02 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0022_val_loss_2.0920.chkpt
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+ 2025-12-15 03:07:04 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0022_val_loss_2.0920.chkpt
609
+ 2025-12-15 03:07:04 - INFO -
610
+ 2025-12-15 03:07:04 - INFO - Epoch 23/50 Summary:
611
+ 2025-12-15 03:07:04 - INFO - Train Loss: 2.0735
612
+ 2025-12-15 03:07:04 - INFO - Train Num_policy_tokens: 9134.2500
613
+ 2025-12-15 03:07:04 - INFO - Train Num_value_predictions: 20.0000
614
+ 2025-12-15 03:07:04 - INFO - Train Policy_error: 0.2350
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+ 2025-12-15 03:07:04 - INFO - Train Policy_loss: 1.4836
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+ 2025-12-15 03:07:04 - INFO - Train Value_loss: 9.8320
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+ 2025-12-15 03:07:04 - INFO - Train Value_mae: 2.8094
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+ 2025-12-15 03:07:04 - INFO - Train Value_mse: 9.8320
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+ 2025-12-15 03:07:04 - INFO - Val Loss: 2.0920
620
+ 2025-12-15 03:07:04 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 03:07:04 - INFO - Val Num_value_predictions: 19.4444
622
+ 2025-12-15 03:07:04 - INFO - Val Policy_error: 0.2459
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+ 2025-12-15 03:07:04 - INFO - Val Policy_loss: 1.4870
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+ 2025-12-15 03:07:04 - INFO - Val Value_loss: 10.0486
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+ 2025-12-15 03:07:04 - INFO - Val Value_mae: 2.8646
626
+ 2025-12-15 03:07:04 - INFO - Val Value_mse: 10.0486
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+ 2025-12-15 03:13:40 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
628
+ 2025-12-15 03:13:42 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
629
+ 2025-12-15 03:13:42 - INFO -
630
+ 2025-12-15 03:13:42 - INFO - Epoch 24/50 Summary:
631
+ 2025-12-15 03:13:42 - INFO - Train Loss: 2.0729
632
+ 2025-12-15 03:13:42 - INFO - Train Num_policy_tokens: 9136.0458
633
+ 2025-12-15 03:13:42 - INFO - Train Num_value_predictions: 20.0000
634
+ 2025-12-15 03:13:42 - INFO - Train Policy_error: 0.2353
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+ 2025-12-15 03:13:42 - INFO - Train Policy_loss: 1.4836
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+ 2025-12-15 03:13:42 - INFO - Train Value_loss: 9.8251
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+ 2025-12-15 03:13:42 - INFO - Train Value_mae: 2.8098
638
+ 2025-12-15 03:13:42 - INFO - Train Value_mse: 9.8251
639
+ 2025-12-15 03:13:42 - INFO - Val Loss: 2.0964
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+ 2025-12-15 03:13:42 - INFO - Val Num_policy_tokens: 9127.0000
641
+ 2025-12-15 03:13:42 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 03:13:42 - INFO - Val Policy_error: 0.2462
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+ 2025-12-15 03:13:42 - INFO - Val Policy_loss: 1.4870
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+ 2025-12-15 03:13:42 - INFO - Val Value_loss: 10.1319
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+ 2025-12-15 03:13:42 - INFO - Val Value_mae: 2.8733
646
+ 2025-12-15 03:13:42 - INFO - Val Value_mse: 10.1319
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+ 2025-12-15 03:20:17 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
648
+ 2025-12-15 03:20:19 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
649
+ 2025-12-15 03:20:19 - INFO -
650
+ 2025-12-15 03:20:19 - INFO - Epoch 25/50 Summary:
651
+ 2025-12-15 03:20:19 - INFO - Train Loss: 2.0725
652
+ 2025-12-15 03:20:19 - INFO - Train Num_policy_tokens: 9134.6292
653
+ 2025-12-15 03:20:19 - INFO - Train Num_value_predictions: 20.0000
654
+ 2025-12-15 03:20:19 - INFO - Train Policy_error: 0.2349
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+ 2025-12-15 03:20:19 - INFO - Train Policy_loss: 1.4835
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+ 2025-12-15 03:20:19 - INFO - Train Value_loss: 9.8150
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+ 2025-12-15 03:20:19 - INFO - Train Value_mae: 2.8064
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+ 2025-12-15 03:20:19 - INFO - Train Value_mse: 9.8150
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+ 2025-12-15 03:20:19 - INFO - Val Loss: 2.0964
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+ 2025-12-15 03:20:19 - INFO - Val Num_policy_tokens: 9127.0000
661
+ 2025-12-15 03:20:19 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 03:20:19 - INFO - Val Policy_error: 0.2461
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+ 2025-12-15 03:20:19 - INFO - Val Policy_loss: 1.4870
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+ 2025-12-15 03:20:19 - INFO - Val Value_loss: 10.1597
665
+ 2025-12-15 03:20:19 - INFO - Val Value_mae: 2.8872
666
+ 2025-12-15 03:20:19 - INFO - Val Value_mse: 10.1597
667
+ 2025-12-15 03:26:55 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
668
+ 2025-12-15 03:26:57 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
669
+ 2025-12-15 03:26:57 - INFO -
670
+ 2025-12-15 03:26:57 - INFO - Epoch 26/50 Summary:
671
+ 2025-12-15 03:26:57 - INFO - Train Loss: 2.0720
672
+ 2025-12-15 03:26:57 - INFO - Train Num_policy_tokens: 9135.7292
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+ 2025-12-15 03:26:57 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 03:26:57 - INFO - Train Policy_error: 0.2352
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+ 2025-12-15 03:26:57 - INFO - Train Policy_loss: 1.4833
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+ 2025-12-15 03:26:57 - INFO - Train Value_loss: 9.8107
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+ 2025-12-15 03:26:57 - INFO - Train Value_mae: 2.8059
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+ 2025-12-15 03:26:57 - INFO - Train Value_mse: 9.8107
679
+ 2025-12-15 03:26:57 - INFO - Val Loss: 2.0946
680
+ 2025-12-15 03:26:57 - INFO - Val Num_policy_tokens: 9127.0000
681
+ 2025-12-15 03:26:57 - INFO - Val Num_value_predictions: 19.4444
682
+ 2025-12-15 03:26:57 - INFO - Val Policy_error: 0.2451
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+ 2025-12-15 03:26:57 - INFO - Val Policy_loss: 1.4870
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+ 2025-12-15 03:26:57 - INFO - Val Value_loss: 10.1146
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+ 2025-12-15 03:26:57 - INFO - Val Value_mae: 2.8715
686
+ 2025-12-15 03:26:57 - INFO - Val Value_mse: 10.1146
687
+ 2025-12-15 03:33:35 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0026_val_loss_2.0903.chkpt
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+ 2025-12-15 03:33:37 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0026_val_loss_2.0903.chkpt
689
+ 2025-12-15 03:33:37 - INFO -
690
+ 2025-12-15 03:33:37 - INFO - Epoch 27/50 Summary:
691
+ 2025-12-15 03:33:37 - INFO - Train Loss: 2.0711
692
+ 2025-12-15 03:33:37 - INFO - Train Num_policy_tokens: 9136.0208
693
+ 2025-12-15 03:33:37 - INFO - Train Num_value_predictions: 20.0000
694
+ 2025-12-15 03:33:37 - INFO - Train Policy_error: 0.2349
695
+ 2025-12-15 03:33:37 - INFO - Train Policy_loss: 1.4828
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+ 2025-12-15 03:33:37 - INFO - Train Value_loss: 9.7998
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+ 2025-12-15 03:33:37 - INFO - Train Value_mae: 2.8053
698
+ 2025-12-15 03:33:37 - INFO - Train Value_mse: 9.7998
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+ 2025-12-15 03:33:37 - INFO - Val Loss: 2.0903
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+ 2025-12-15 03:33:37 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 03:33:37 - INFO - Val Num_value_predictions: 19.4444
702
+ 2025-12-15 03:33:37 - INFO - Val Policy_error: 0.2453
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+ 2025-12-15 03:33:37 - INFO - Val Policy_loss: 1.4870
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+ 2025-12-15 03:33:37 - INFO - Val Value_loss: 10.0451
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+ 2025-12-15 03:33:37 - INFO - Val Value_mae: 2.8559
706
+ 2025-12-15 03:33:37 - INFO - Val Value_mse: 10.0451
707
+ 2025-12-15 03:40:20 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0027_val_loss_2.0894.chkpt
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+ 2025-12-15 03:40:22 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0027_val_loss_2.0894.chkpt
709
+ 2025-12-15 03:40:22 - INFO -
710
+ 2025-12-15 03:40:22 - INFO - Epoch 28/50 Summary:
711
+ 2025-12-15 03:40:22 - INFO - Train Loss: 2.0711
712
+ 2025-12-15 03:40:22 - INFO - Train Num_policy_tokens: 9133.0625
713
+ 2025-12-15 03:40:22 - INFO - Train Num_value_predictions: 20.0000
714
+ 2025-12-15 03:40:22 - INFO - Train Policy_error: 0.2348
715
+ 2025-12-15 03:40:22 - INFO - Train Policy_loss: 1.4830
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+ 2025-12-15 03:40:22 - INFO - Train Value_loss: 9.7996
717
+ 2025-12-15 03:40:22 - INFO - Train Value_mae: 2.8045
718
+ 2025-12-15 03:40:22 - INFO - Train Value_mse: 9.7996
719
+ 2025-12-15 03:40:22 - INFO - Val Loss: 2.0894
720
+ 2025-12-15 03:40:22 - INFO - Val Num_policy_tokens: 9127.0000
721
+ 2025-12-15 03:40:22 - INFO - Val Num_value_predictions: 19.4444
722
+ 2025-12-15 03:40:22 - INFO - Val Policy_error: 0.2454
723
+ 2025-12-15 03:40:22 - INFO - Val Policy_loss: 1.4870
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+ 2025-12-15 03:40:22 - INFO - Val Value_loss: 10.0174
725
+ 2025-12-15 03:40:22 - INFO - Val Value_mae: 2.8594
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+ 2025-12-15 03:40:22 - INFO - Val Value_mse: 10.0174
727
+ 2025-12-15 03:47:01 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-15 03:47:03 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
729
+ 2025-12-15 03:47:03 - INFO -
730
+ 2025-12-15 03:47:03 - INFO - Epoch 29/50 Summary:
731
+ 2025-12-15 03:47:03 - INFO - Train Loss: 2.0703
732
+ 2025-12-15 03:47:03 - INFO - Train Num_policy_tokens: 9135.4833
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+ 2025-12-15 03:47:03 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 03:47:03 - INFO - Train Policy_error: 0.2350
735
+ 2025-12-15 03:47:03 - INFO - Train Policy_loss: 1.4828
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+ 2025-12-15 03:47:03 - INFO - Train Value_loss: 9.7919
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+ 2025-12-15 03:47:03 - INFO - Train Value_mae: 2.8027
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+ 2025-12-15 03:47:03 - INFO - Train Value_mse: 9.7919
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+ 2025-12-15 03:47:03 - INFO - Val Loss: 2.0938
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+ 2025-12-15 03:47:03 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 03:47:03 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 03:47:03 - INFO - Val Policy_error: 0.2459
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+ 2025-12-15 03:47:03 - INFO - Val Policy_loss: 1.4870
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+ 2025-12-15 03:47:03 - INFO - Val Value_loss: 10.1250
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+ 2025-12-15 03:47:03 - INFO - Val Value_mae: 2.8698
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+ 2025-12-15 03:47:03 - INFO - Val Value_mse: 10.1250
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+ 2025-12-15 03:53:41 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
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+ 2025-12-15 03:53:43 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
749
+ 2025-12-15 03:53:43 - INFO -
750
+ 2025-12-15 03:53:43 - INFO - Epoch 30/50 Summary:
751
+ 2025-12-15 03:53:43 - INFO - Train Loss: 2.0692
752
+ 2025-12-15 03:53:43 - INFO - Train Num_policy_tokens: 9136.3542
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+ 2025-12-15 03:53:43 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-15 03:53:43 - INFO - Train Policy_error: 0.2346
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+ 2025-12-15 03:53:43 - INFO - Train Policy_loss: 1.4824
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+ 2025-12-15 03:53:43 - INFO - Train Value_loss: 9.7843
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+ 2025-12-15 03:53:43 - INFO - Train Value_mae: 2.8000
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+ 2025-12-15 03:53:43 - INFO - Train Value_mse: 9.7843
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+ 2025-12-15 03:53:43 - INFO - Val Loss: 2.0920
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+ 2025-12-15 03:53:43 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-15 03:53:43 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-15 03:53:43 - INFO - Val Policy_error: 0.2461
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+ 2025-12-15 03:53:43 - INFO - Val Policy_loss: 1.4861
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+ 2025-12-15 03:53:43 - INFO - Val Value_loss: 10.0903
765
+ 2025-12-15 03:53:43 - INFO - Val Value_mae: 2.8681
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+ 2025-12-15 03:53:43 - INFO - Val Value_mse: 10.0903
767
+ 2025-12-15 04:00:18 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
768
+ 2025-12-15 04:00:20 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
769
+ 2025-12-15 04:00:20 - INFO -
770
+ 2025-12-15 04:00:20 - INFO - Epoch 31/50 Summary:
771
+ 2025-12-15 04:00:20 - INFO - Train Loss: 2.0688
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+ 2025-12-15 04:00:20 - INFO - Train Num_policy_tokens: 9131.8125
773
+ 2025-12-15 04:00:20 - INFO - Train Num_value_predictions: 20.0000
774
+ 2025-12-15 04:00:20 - INFO - Train Policy_error: 0.2348
775
+ 2025-12-15 04:00:20 - INFO - Train Policy_loss: 1.4828
776
+ 2025-12-15 04:00:20 - INFO - Train Value_loss: 9.7643
777
+ 2025-12-15 04:00:20 - INFO - Train Value_mae: 2.7996
778
+ 2025-12-15 04:00:20 - INFO - Train Value_mse: 9.7643
779
+ 2025-12-15 04:00:20 - INFO - Val Loss: 2.0946
780
+ 2025-12-15 04:00:20 - INFO - Val Num_policy_tokens: 9127.0000
781
+ 2025-12-15 04:00:20 - INFO - Val Num_value_predictions: 19.4444
782
+ 2025-12-15 04:00:20 - INFO - Val Policy_error: 0.2454
783
+ 2025-12-15 04:00:20 - INFO - Val Policy_loss: 1.4870
784
+ 2025-12-15 04:00:20 - INFO - Val Value_loss: 10.1285
785
+ 2025-12-15 04:00:20 - INFO - Val Value_mae: 2.8715
786
+ 2025-12-15 04:00:20 - INFO - Val Value_mse: 10.1285
787
+ 2025-12-15 04:06:56 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
788
+ 2025-12-15 04:06:58 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
789
+ 2025-12-15 04:06:58 - INFO -
790
+ 2025-12-15 04:06:58 - INFO - Epoch 32/50 Summary:
791
+ 2025-12-15 04:06:58 - INFO - Train Loss: 2.0694
792
+ 2025-12-15 04:06:58 - INFO - Train Num_policy_tokens: 9129.1688
793
+ 2025-12-15 04:06:58 - INFO - Train Num_value_predictions: 20.0000
794
+ 2025-12-15 04:06:58 - INFO - Train Policy_error: 0.2349
795
+ 2025-12-15 04:06:58 - INFO - Train Policy_loss: 1.4829
796
+ 2025-12-15 04:06:58 - INFO - Train Value_loss: 9.7743
797
+ 2025-12-15 04:06:58 - INFO - Train Value_mae: 2.7987
798
+ 2025-12-15 04:06:58 - INFO - Train Value_mse: 9.7743
799
+ 2025-12-15 04:06:58 - INFO - Val Loss: 2.0911
800
+ 2025-12-15 04:06:58 - INFO - Val Num_policy_tokens: 9127.0000
801
+ 2025-12-15 04:06:58 - INFO - Val Num_value_predictions: 19.4444
802
+ 2025-12-15 04:06:58 - INFO - Val Policy_error: 0.2450
803
+ 2025-12-15 04:06:58 - INFO - Val Policy_loss: 1.4870
804
+ 2025-12-15 04:06:58 - INFO - Val Value_loss: 10.0799
805
+ 2025-12-15 04:06:58 - INFO - Val Value_mae: 2.8576
806
+ 2025-12-15 04:06:58 - INFO - Val Value_mse: 10.0799
807
+ 2025-12-15 04:13:35 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0032_val_loss_2.0885.chkpt
808
+ 2025-12-15 04:13:37 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0032_val_loss_2.0885.chkpt
809
+ 2025-12-15 04:13:37 - INFO -
810
+ 2025-12-15 04:13:37 - INFO - Epoch 33/50 Summary:
811
+ 2025-12-15 04:13:37 - INFO - Train Loss: 2.0683
812
+ 2025-12-15 04:13:37 - INFO - Train Num_policy_tokens: 9135.3021
813
+ 2025-12-15 04:13:37 - INFO - Train Num_value_predictions: 20.0000
814
+ 2025-12-15 04:13:37 - INFO - Train Policy_error: 0.2349
815
+ 2025-12-15 04:13:37 - INFO - Train Policy_loss: 1.4825
816
+ 2025-12-15 04:13:37 - INFO - Train Value_loss: 9.7628
817
+ 2025-12-15 04:13:37 - INFO - Train Value_mae: 2.7968
818
+ 2025-12-15 04:13:37 - INFO - Train Value_mse: 9.7628
819
+ 2025-12-15 04:13:37 - INFO - Val Loss: 2.0885
820
+ 2025-12-15 04:13:37 - INFO - Val Num_policy_tokens: 9127.0000
821
+ 2025-12-15 04:13:37 - INFO - Val Num_value_predictions: 19.4444
822
+ 2025-12-15 04:13:37 - INFO - Val Policy_error: 0.2446
823
+ 2025-12-15 04:13:37 - INFO - Val Policy_loss: 1.4861
824
+ 2025-12-15 04:13:37 - INFO - Val Value_loss: 10.0104
825
+ 2025-12-15 04:13:37 - INFO - Val Value_mae: 2.8507
826
+ 2025-12-15 04:13:37 - INFO - Val Value_mse: 10.0104
827
+ 2025-12-15 04:20:17 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
828
+ 2025-12-15 04:20:19 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
829
+ 2025-12-15 04:20:19 - INFO -
830
+ 2025-12-15 04:20:19 - INFO - Epoch 34/50 Summary:
831
+ 2025-12-15 04:20:19 - INFO - Train Loss: 2.0690
832
+ 2025-12-15 04:20:19 - INFO - Train Num_policy_tokens: 9135.7833
833
+ 2025-12-15 04:20:19 - INFO - Train Num_value_predictions: 20.0000
834
+ 2025-12-15 04:20:19 - INFO - Train Policy_error: 0.2348
835
+ 2025-12-15 04:20:19 - INFO - Train Policy_loss: 1.4827
836
+ 2025-12-15 04:20:19 - INFO - Train Value_loss: 9.7695
837
+ 2025-12-15 04:20:19 - INFO - Train Value_mae: 2.7983
838
+ 2025-12-15 04:20:19 - INFO - Train Value_mse: 9.7695
839
+ 2025-12-15 04:20:19 - INFO - Val Loss: 2.0981
840
+ 2025-12-15 04:20:19 - INFO - Val Num_policy_tokens: 9127.0000
841
+ 2025-12-15 04:20:19 - INFO - Val Num_value_predictions: 19.4444
842
+ 2025-12-15 04:20:19 - INFO - Val Policy_error: 0.2445
843
+ 2025-12-15 04:20:19 - INFO - Val Policy_loss: 1.4870
844
+ 2025-12-15 04:20:19 - INFO - Val Value_loss: 10.1597
845
+ 2025-12-15 04:20:19 - INFO - Val Value_mae: 2.8767
846
+ 2025-12-15 04:20:19 - INFO - Val Value_mse: 10.1597
847
+ 2025-12-15 04:26:59 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
848
+ 2025-12-15 04:27:01 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
849
+ 2025-12-15 04:27:01 - INFO -
850
+ 2025-12-15 04:27:01 - INFO - Epoch 35/50 Summary:
851
+ 2025-12-15 04:27:01 - INFO - Train Loss: 2.0686
852
+ 2025-12-15 04:27:01 - INFO - Train Num_policy_tokens: 9136.3604
853
+ 2025-12-15 04:27:01 - INFO - Train Num_value_predictions: 20.0000
854
+ 2025-12-15 04:27:01 - INFO - Train Policy_error: 0.2347
855
+ 2025-12-15 04:27:01 - INFO - Train Policy_loss: 1.4831
856
+ 2025-12-15 04:27:01 - INFO - Train Value_loss: 9.7624
857
+ 2025-12-15 04:27:01 - INFO - Train Value_mae: 2.7979
858
+ 2025-12-15 04:27:01 - INFO - Train Value_mse: 9.7624
859
+ 2025-12-15 04:27:01 - INFO - Val Loss: 2.0911
860
+ 2025-12-15 04:27:01 - INFO - Val Num_policy_tokens: 9127.0000
861
+ 2025-12-15 04:27:01 - INFO - Val Num_value_predictions: 19.4444
862
+ 2025-12-15 04:27:01 - INFO - Val Policy_error: 0.2444
863
+ 2025-12-15 04:27:01 - INFO - Val Policy_loss: 1.4870
864
+ 2025-12-15 04:27:01 - INFO - Val Value_loss: 10.0521
865
+ 2025-12-15 04:27:01 - INFO - Val Value_mae: 2.8576
866
+ 2025-12-15 04:27:01 - INFO - Val Value_mse: 10.0521
867
+ 2025-12-15 04:33:39 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
868
+ 2025-12-15 04:33:41 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
869
+ 2025-12-15 04:33:41 - INFO -
870
+ 2025-12-15 04:33:41 - INFO - Epoch 36/50 Summary:
871
+ 2025-12-15 04:33:41 - INFO - Train Loss: 2.0687
872
+ 2025-12-15 04:33:41 - INFO - Train Num_policy_tokens: 9136.2729
873
+ 2025-12-15 04:33:41 - INFO - Train Num_value_predictions: 20.0000
874
+ 2025-12-15 04:33:41 - INFO - Train Policy_error: 0.2348
875
+ 2025-12-15 04:33:41 - INFO - Train Policy_loss: 1.4827
876
+ 2025-12-15 04:33:41 - INFO - Train Value_loss: 9.7662
877
+ 2025-12-15 04:33:41 - INFO - Train Value_mae: 2.7981
878
+ 2025-12-15 04:33:41 - INFO - Train Value_mse: 9.7662
879
+ 2025-12-15 04:33:41 - INFO - Val Loss: 2.0929
880
+ 2025-12-15 04:33:41 - INFO - Val Num_policy_tokens: 9127.0000
881
+ 2025-12-15 04:33:41 - INFO - Val Num_value_predictions: 19.4444
882
+ 2025-12-15 04:33:41 - INFO - Val Policy_error: 0.2453
883
+ 2025-12-15 04:33:41 - INFO - Val Policy_loss: 1.4870
884
+ 2025-12-15 04:33:41 - INFO - Val Value_loss: 10.1076
885
+ 2025-12-15 04:33:41 - INFO - Val Value_mae: 2.8663
886
+ 2025-12-15 04:33:41 - INFO - Val Value_mse: 10.1076
887
+ 2025-12-15 04:40:19 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
888
+ 2025-12-15 04:40:21 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
889
+ 2025-12-15 04:40:21 - INFO -
890
+ 2025-12-15 04:40:21 - INFO - Epoch 37/50 Summary:
891
+ 2025-12-15 04:40:21 - INFO - Train Loss: 2.0686
892
+ 2025-12-15 04:40:21 - INFO - Train Num_policy_tokens: 9135.7938
893
+ 2025-12-15 04:40:21 - INFO - Train Num_value_predictions: 20.0000
894
+ 2025-12-15 04:40:21 - INFO - Train Policy_error: 0.2350
895
+ 2025-12-15 04:40:21 - INFO - Train Policy_loss: 1.4830
896
+ 2025-12-15 04:40:21 - INFO - Train Value_loss: 9.7643
897
+ 2025-12-15 04:40:21 - INFO - Train Value_mae: 2.7964
898
+ 2025-12-15 04:40:21 - INFO - Train Value_mse: 9.7643
899
+ 2025-12-15 04:40:21 - INFO - Val Loss: 2.0885
900
+ 2025-12-15 04:40:21 - INFO - Val Num_policy_tokens: 9127.0000
901
+ 2025-12-15 04:40:21 - INFO - Val Num_value_predictions: 19.4444
902
+ 2025-12-15 04:40:21 - INFO - Val Policy_error: 0.2450
903
+ 2025-12-15 04:40:21 - INFO - Val Policy_loss: 1.4861
904
+ 2025-12-15 04:40:21 - INFO - Val Value_loss: 10.0660
905
+ 2025-12-15 04:40:21 - INFO - Val Value_mae: 2.8594
906
+ 2025-12-15 04:40:21 - INFO - Val Value_mse: 10.0660
907
+ 2025-12-15 04:47:05 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
908
+ 2025-12-15 04:47:07 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
909
+ 2025-12-15 04:47:07 - INFO -
910
+ 2025-12-15 04:47:07 - INFO - Epoch 38/50 Summary:
911
+ 2025-12-15 04:47:07 - INFO - Train Loss: 2.0669
912
+ 2025-12-15 04:47:07 - INFO - Train Num_policy_tokens: 9135.6167
913
+ 2025-12-15 04:47:07 - INFO - Train Num_value_predictions: 20.0000
914
+ 2025-12-15 04:47:07 - INFO - Train Policy_error: 0.2344
915
+ 2025-12-15 04:47:07 - INFO - Train Policy_loss: 1.4823
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+ 2025-12-15 04:47:07 - INFO - Train Value_loss: 9.7490
917
+ 2025-12-15 04:47:07 - INFO - Train Value_mae: 2.7953
918
+ 2025-12-15 04:47:07 - INFO - Train Value_mse: 9.7490
919
+ 2025-12-15 04:47:07 - INFO - Val Loss: 2.0911
920
+ 2025-12-15 04:47:07 - INFO - Val Num_policy_tokens: 9127.0000
921
+ 2025-12-15 04:47:07 - INFO - Val Num_value_predictions: 19.4444
922
+ 2025-12-15 04:47:07 - INFO - Val Policy_error: 0.2448
923
+ 2025-12-15 04:47:07 - INFO - Val Policy_loss: 1.4870
924
+ 2025-12-15 04:47:07 - INFO - Val Value_loss: 10.0972
925
+ 2025-12-15 04:47:07 - INFO - Val Value_mae: 2.8628
926
+ 2025-12-15 04:47:07 - INFO - Val Value_mse: 10.0972
927
+ 2025-12-15 04:53:44 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
928
+ 2025-12-15 04:53:46 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
929
+ 2025-12-15 04:53:46 - INFO -
930
+ 2025-12-15 04:53:46 - INFO - Epoch 39/50 Summary:
931
+ 2025-12-15 04:53:46 - INFO - Train Loss: 2.0671
932
+ 2025-12-15 04:53:46 - INFO - Train Num_policy_tokens: 9134.6500
933
+ 2025-12-15 04:53:46 - INFO - Train Num_value_predictions: 20.0000
934
+ 2025-12-15 04:53:46 - INFO - Train Policy_error: 0.2347
935
+ 2025-12-15 04:53:46 - INFO - Train Policy_loss: 1.4827
936
+ 2025-12-15 04:53:46 - INFO - Train Value_loss: 9.7403
937
+ 2025-12-15 04:53:46 - INFO - Train Value_mae: 2.7938
938
+ 2025-12-15 04:53:46 - INFO - Train Value_mse: 9.7403
939
+ 2025-12-15 04:53:46 - INFO - Val Loss: 2.0946
940
+ 2025-12-15 04:53:46 - INFO - Val Num_policy_tokens: 9127.0000
941
+ 2025-12-15 04:53:46 - INFO - Val Num_value_predictions: 19.4444
942
+ 2025-12-15 04:53:46 - INFO - Val Policy_error: 0.2450
943
+ 2025-12-15 04:53:46 - INFO - Val Policy_loss: 1.4870
944
+ 2025-12-15 04:53:46 - INFO - Val Value_loss: 10.1215
945
+ 2025-12-15 04:53:46 - INFO - Val Value_mae: 2.8715
946
+ 2025-12-15 04:53:46 - INFO - Val Value_mse: 10.1215
947
+ 2025-12-15 05:00:23 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
948
+ 2025-12-15 05:00:25 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
949
+ 2025-12-15 05:00:25 - INFO -
950
+ 2025-12-15 05:00:25 - INFO - Epoch 40/50 Summary:
951
+ 2025-12-15 05:00:25 - INFO - Train Loss: 2.0663
952
+ 2025-12-15 05:00:25 - INFO - Train Num_policy_tokens: 9135.6229
953
+ 2025-12-15 05:00:25 - INFO - Train Num_value_predictions: 20.0000
954
+ 2025-12-15 05:00:25 - INFO - Train Policy_error: 0.2346
955
+ 2025-12-15 05:00:25 - INFO - Train Policy_loss: 1.4820
956
+ 2025-12-15 05:00:25 - INFO - Train Value_loss: 9.7363
957
+ 2025-12-15 05:00:25 - INFO - Train Value_mae: 2.7931
958
+ 2025-12-15 05:00:25 - INFO - Train Value_mse: 9.7363
959
+ 2025-12-15 05:00:25 - INFO - Val Loss: 2.0946
960
+ 2025-12-15 05:00:25 - INFO - Val Num_policy_tokens: 9127.0000
961
+ 2025-12-15 05:00:25 - INFO - Val Num_value_predictions: 19.4444
962
+ 2025-12-15 05:00:25 - INFO - Val Policy_error: 0.2454
963
+ 2025-12-15 05:00:25 - INFO - Val Policy_loss: 1.4870
964
+ 2025-12-15 05:00:25 - INFO - Val Value_loss: 10.1042
965
+ 2025-12-15 05:00:25 - INFO - Val Value_mae: 2.8646
966
+ 2025-12-15 05:00:25 - INFO - Val Value_mse: 10.1042
967
+ 2025-12-15 05:07:07 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
968
+ 2025-12-15 05:07:08 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
969
+ 2025-12-15 05:07:08 - INFO -
970
+ 2025-12-15 05:07:08 - INFO - Epoch 41/50 Summary:
971
+ 2025-12-15 05:07:08 - INFO - Train Loss: 2.0661
972
+ 2025-12-15 05:07:08 - INFO - Train Num_policy_tokens: 9134.3875
973
+ 2025-12-15 05:07:08 - INFO - Train Num_value_predictions: 20.0000
974
+ 2025-12-15 05:07:08 - INFO - Train Policy_error: 0.2344
975
+ 2025-12-15 05:07:08 - INFO - Train Policy_loss: 1.4821
976
+ 2025-12-15 05:07:08 - INFO - Train Value_loss: 9.7348
977
+ 2025-12-15 05:07:08 - INFO - Train Value_mae: 2.7935
978
+ 2025-12-15 05:07:08 - INFO - Train Value_mse: 9.7348
979
+ 2025-12-15 05:07:08 - INFO - Val Loss: 2.0981
980
+ 2025-12-15 05:07:08 - INFO - Val Num_policy_tokens: 9127.0000
981
+ 2025-12-15 05:07:08 - INFO - Val Num_value_predictions: 19.4444
982
+ 2025-12-15 05:07:08 - INFO - Val Policy_error: 0.2454
983
+ 2025-12-15 05:07:08 - INFO - Val Policy_loss: 1.4870
984
+ 2025-12-15 05:07:08 - INFO - Val Value_loss: 10.1597
985
+ 2025-12-15 05:07:08 - INFO - Val Value_mae: 2.8750
986
+ 2025-12-15 05:07:08 - INFO - Val Value_mse: 10.1597
987
+ 2025-12-15 05:13:46 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
988
+ 2025-12-15 05:13:48 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
989
+ 2025-12-15 05:13:48 - INFO -
990
+ 2025-12-15 05:13:48 - INFO - Epoch 42/50 Summary:
991
+ 2025-12-15 05:13:48 - INFO - Train Loss: 2.0661
992
+ 2025-12-15 05:13:48 - INFO - Train Num_policy_tokens: 9135.4042
993
+ 2025-12-15 05:13:48 - INFO - Train Num_value_predictions: 20.0000
994
+ 2025-12-15 05:13:48 - INFO - Train Policy_error: 0.2344
995
+ 2025-12-15 05:13:48 - INFO - Train Policy_loss: 1.4825
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+ 2025-12-15 05:13:48 - INFO - Train Value_loss: 9.7294
997
+ 2025-12-15 05:13:48 - INFO - Train Value_mae: 2.7926
998
+ 2025-12-15 05:13:48 - INFO - Train Value_mse: 9.7294
999
+ 2025-12-15 05:13:48 - INFO - Val Loss: 2.0938
1000
+ 2025-12-15 05:13:48 - INFO - Val Num_policy_tokens: 9127.0000
1001
+ 2025-12-15 05:13:48 - INFO - Val Num_value_predictions: 19.4444
1002
+ 2025-12-15 05:13:48 - INFO - Val Policy_error: 0.2451
1003
+ 2025-12-15 05:13:48 - INFO - Val Policy_loss: 1.4870
1004
+ 2025-12-15 05:13:48 - INFO - Val Value_loss: 10.1076
1005
+ 2025-12-15 05:13:48 - INFO - Val Value_mae: 2.8646
1006
+ 2025-12-15 05:13:48 - INFO - Val Value_mse: 10.1076
1007
+ 2025-12-15 05:20:25 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1008
+ 2025-12-15 05:20:27 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1009
+ 2025-12-15 05:20:27 - INFO -
1010
+ 2025-12-15 05:20:27 - INFO - Epoch 43/50 Summary:
1011
+ 2025-12-15 05:20:27 - INFO - Train Loss: 2.0677
1012
+ 2025-12-15 05:20:27 - INFO - Train Num_policy_tokens: 9134.3792
1013
+ 2025-12-15 05:20:27 - INFO - Train Num_value_predictions: 20.0000
1014
+ 2025-12-15 05:20:27 - INFO - Train Policy_error: 0.2349
1015
+ 2025-12-15 05:20:27 - INFO - Train Policy_loss: 1.4828
1016
+ 2025-12-15 05:20:27 - INFO - Train Value_loss: 9.7451
1017
+ 2025-12-15 05:20:27 - INFO - Train Value_mae: 2.7933
1018
+ 2025-12-15 05:20:27 - INFO - Train Value_mse: 9.7451
1019
+ 2025-12-15 05:20:27 - INFO - Val Loss: 2.0920
1020
+ 2025-12-15 05:20:27 - INFO - Val Num_policy_tokens: 9127.0000
1021
+ 2025-12-15 05:20:27 - INFO - Val Num_value_predictions: 19.4444
1022
+ 2025-12-15 05:20:27 - INFO - Val Policy_error: 0.2450
1023
+ 2025-12-15 05:20:27 - INFO - Val Policy_loss: 1.4861
1024
+ 2025-12-15 05:20:27 - INFO - Val Value_loss: 10.1007
1025
+ 2025-12-15 05:20:27 - INFO - Val Value_mae: 2.8628
1026
+ 2025-12-15 05:20:27 - INFO - Val Value_mse: 10.1007
1027
+ 2025-12-15 05:27:05 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1028
+ 2025-12-15 05:27:07 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1029
+ 2025-12-15 05:27:07 - INFO -
1030
+ 2025-12-15 05:27:07 - INFO - Epoch 44/50 Summary:
1031
+ 2025-12-15 05:27:07 - INFO - Train Loss: 2.0656
1032
+ 2025-12-15 05:27:07 - INFO - Train Num_policy_tokens: 9134.8146
1033
+ 2025-12-15 05:27:07 - INFO - Train Num_value_predictions: 20.0000
1034
+ 2025-12-15 05:27:07 - INFO - Train Policy_error: 0.2343
1035
+ 2025-12-15 05:27:07 - INFO - Train Policy_loss: 1.4821
1036
+ 2025-12-15 05:27:07 - INFO - Train Value_loss: 9.7223
1037
+ 2025-12-15 05:27:07 - INFO - Train Value_mae: 2.7904
1038
+ 2025-12-15 05:27:07 - INFO - Train Value_mse: 9.7223
1039
+ 2025-12-15 05:27:07 - INFO - Val Loss: 2.0946
1040
+ 2025-12-15 05:27:07 - INFO - Val Num_policy_tokens: 9127.0000
1041
+ 2025-12-15 05:27:07 - INFO - Val Num_value_predictions: 19.4444
1042
+ 2025-12-15 05:27:07 - INFO - Val Policy_error: 0.2454
1043
+ 2025-12-15 05:27:07 - INFO - Val Policy_loss: 1.4870
1044
+ 2025-12-15 05:27:07 - INFO - Val Value_loss: 10.1389
1045
+ 2025-12-15 05:27:07 - INFO - Val Value_mae: 2.8698
1046
+ 2025-12-15 05:27:07 - INFO - Val Value_mse: 10.1389
1047
+ 2025-12-15 05:33:45 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1048
+ 2025-12-15 05:33:47 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1049
+ 2025-12-15 05:33:47 - INFO -
1050
+ 2025-12-15 05:33:47 - INFO - Epoch 45/50 Summary:
1051
+ 2025-12-15 05:33:47 - INFO - Train Loss: 2.0657
1052
+ 2025-12-15 05:33:47 - INFO - Train Num_policy_tokens: 9134.3792
1053
+ 2025-12-15 05:33:47 - INFO - Train Num_value_predictions: 20.0000
1054
+ 2025-12-15 05:33:47 - INFO - Train Policy_error: 0.2347
1055
+ 2025-12-15 05:33:47 - INFO - Train Policy_loss: 1.4828
1056
+ 2025-12-15 05:33:47 - INFO - Train Value_loss: 9.7191
1057
+ 2025-12-15 05:33:47 - INFO - Train Value_mae: 2.7893
1058
+ 2025-12-15 05:33:47 - INFO - Train Value_mse: 9.7191
1059
+ 2025-12-15 05:33:47 - INFO - Val Loss: 2.0911
1060
+ 2025-12-15 05:33:47 - INFO - Val Num_policy_tokens: 9127.0000
1061
+ 2025-12-15 05:33:47 - INFO - Val Num_value_predictions: 19.4444
1062
+ 2025-12-15 05:33:47 - INFO - Val Policy_error: 0.2453
1063
+ 2025-12-15 05:33:47 - INFO - Val Policy_loss: 1.4870
1064
+ 2025-12-15 05:33:47 - INFO - Val Value_loss: 10.1076
1065
+ 2025-12-15 05:33:47 - INFO - Val Value_mae: 2.8698
1066
+ 2025-12-15 05:33:47 - INFO - Val Value_mse: 10.1076
1067
+ 2025-12-15 05:40:23 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0045_val_loss_2.0877.chkpt
1068
+ 2025-12-15 05:40:25 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/ep0045_val_loss_2.0877.chkpt
1069
+ 2025-12-15 05:40:25 - INFO -
1070
+ 2025-12-15 05:40:25 - INFO - Epoch 46/50 Summary:
1071
+ 2025-12-15 05:40:25 - INFO - Train Loss: 2.0652
1072
+ 2025-12-15 05:40:25 - INFO - Train Num_policy_tokens: 9135.3250
1073
+ 2025-12-15 05:40:25 - INFO - Train Num_value_predictions: 20.0000
1074
+ 2025-12-15 05:40:25 - INFO - Train Policy_error: 0.2351
1075
+ 2025-12-15 05:40:25 - INFO - Train Policy_loss: 1.4831
1076
+ 2025-12-15 05:40:25 - INFO - Train Value_loss: 9.7063
1077
+ 2025-12-15 05:40:25 - INFO - Train Value_mae: 2.7883
1078
+ 2025-12-15 05:40:25 - INFO - Train Value_mse: 9.7063
1079
+ 2025-12-15 05:40:25 - INFO - Val Loss: 2.0877
1080
+ 2025-12-15 05:40:25 - INFO - Val Num_policy_tokens: 9127.0000
1081
+ 2025-12-15 05:40:25 - INFO - Val Num_value_predictions: 19.4444
1082
+ 2025-12-15 05:40:25 - INFO - Val Policy_error: 0.2452
1083
+ 2025-12-15 05:40:25 - INFO - Val Policy_loss: 1.4861
1084
+ 2025-12-15 05:40:25 - INFO - Val Value_loss: 10.0660
1085
+ 2025-12-15 05:40:25 - INFO - Val Value_mae: 2.8576
1086
+ 2025-12-15 05:40:25 - INFO - Val Value_mse: 10.0660
1087
+ 2025-12-15 05:47:07 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1088
+ 2025-12-15 05:47:09 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1089
+ 2025-12-15 05:47:09 - INFO -
1090
+ 2025-12-15 05:47:09 - INFO - Epoch 47/50 Summary:
1091
+ 2025-12-15 05:47:09 - INFO - Train Loss: 2.0654
1092
+ 2025-12-15 05:47:09 - INFO - Train Num_policy_tokens: 9134.6833
1093
+ 2025-12-15 05:47:09 - INFO - Train Num_value_predictions: 20.0000
1094
+ 2025-12-15 05:47:09 - INFO - Train Policy_error: 0.2348
1095
+ 2025-12-15 05:47:09 - INFO - Train Policy_loss: 1.4827
1096
+ 2025-12-15 05:47:09 - INFO - Train Value_loss: 9.7165
1097
+ 2025-12-15 05:47:09 - INFO - Train Value_mae: 2.7902
1098
+ 2025-12-15 05:47:09 - INFO - Train Value_mse: 9.7165
1099
+ 2025-12-15 05:47:09 - INFO - Val Loss: 2.0885
1100
+ 2025-12-15 05:47:09 - INFO - Val Num_policy_tokens: 9127.0000
1101
+ 2025-12-15 05:47:09 - INFO - Val Num_value_predictions: 19.4444
1102
+ 2025-12-15 05:47:09 - INFO - Val Policy_error: 0.2451
1103
+ 2025-12-15 05:47:09 - INFO - Val Policy_loss: 1.4861
1104
+ 2025-12-15 05:47:09 - INFO - Val Value_loss: 10.0868
1105
+ 2025-12-15 05:47:09 - INFO - Val Value_mae: 2.8646
1106
+ 2025-12-15 05:47:09 - INFO - Val Value_mse: 10.0868
1107
+ 2025-12-15 05:53:49 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1108
+ 2025-12-15 05:53:51 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1109
+ 2025-12-15 05:53:51 - INFO -
1110
+ 2025-12-15 05:53:51 - INFO - Epoch 48/50 Summary:
1111
+ 2025-12-15 05:53:51 - INFO - Train Loss: 2.0648
1112
+ 2025-12-15 05:53:51 - INFO - Train Num_policy_tokens: 9135.1875
1113
+ 2025-12-15 05:53:51 - INFO - Train Num_value_predictions: 20.0000
1114
+ 2025-12-15 05:53:51 - INFO - Train Policy_error: 0.2343
1115
+ 2025-12-15 05:53:51 - INFO - Train Policy_loss: 1.4817
1116
+ 2025-12-15 05:53:51 - INFO - Train Value_loss: 9.7202
1117
+ 2025-12-15 05:53:51 - INFO - Train Value_mae: 2.7906
1118
+ 2025-12-15 05:53:51 - INFO - Train Value_mse: 9.7202
1119
+ 2025-12-15 05:53:51 - INFO - Val Loss: 2.0920
1120
+ 2025-12-15 05:53:51 - INFO - Val Num_policy_tokens: 9127.0000
1121
+ 2025-12-15 05:53:51 - INFO - Val Num_value_predictions: 19.4444
1122
+ 2025-12-15 05:53:51 - INFO - Val Policy_error: 0.2453
1123
+ 2025-12-15 05:53:51 - INFO - Val Policy_loss: 1.4861
1124
+ 2025-12-15 05:53:51 - INFO - Val Value_loss: 10.1007
1125
+ 2025-12-15 05:53:51 - INFO - Val Value_mae: 2.8628
1126
+ 2025-12-15 05:53:51 - INFO - Val Value_mse: 10.1007
1127
+ 2025-12-15 06:00:31 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1128
+ 2025-12-15 06:00:33 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1129
+ 2025-12-15 06:00:33 - INFO -
1130
+ 2025-12-15 06:00:33 - INFO - Epoch 49/50 Summary:
1131
+ 2025-12-15 06:00:33 - INFO - Train Loss: 2.0659
1132
+ 2025-12-15 06:00:33 - INFO - Train Num_policy_tokens: 9136.3188
1133
+ 2025-12-15 06:00:33 - INFO - Train Num_value_predictions: 20.0000
1134
+ 2025-12-15 06:00:33 - INFO - Train Policy_error: 0.2347
1135
+ 2025-12-15 06:00:33 - INFO - Train Policy_loss: 1.4827
1136
+ 2025-12-15 06:00:33 - INFO - Train Value_loss: 9.7234
1137
+ 2025-12-15 06:00:33 - INFO - Train Value_mae: 2.7902
1138
+ 2025-12-15 06:00:33 - INFO - Train Value_mse: 9.7234
1139
+ 2025-12-15 06:00:33 - INFO - Val Loss: 2.0903
1140
+ 2025-12-15 06:00:33 - INFO - Val Num_policy_tokens: 9127.0000
1141
+ 2025-12-15 06:00:33 - INFO - Val Num_value_predictions: 19.4444
1142
+ 2025-12-15 06:00:33 - INFO - Val Policy_error: 0.2449
1143
+ 2025-12-15 06:00:33 - INFO - Val Policy_loss: 1.4870
1144
+ 2025-12-15 06:00:33 - INFO - Val Value_loss: 10.0729
1145
+ 2025-12-15 06:00:33 - INFO - Val Value_mae: 2.8576
1146
+ 2025-12-15 06:00:33 - INFO - Val Value_mse: 10.0729
1147
+ 2025-12-15 06:07:12 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1148
+ 2025-12-15 06:07:14 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-llama-l6-h64-251211/checkpoints/latest.chkpt
1149
+ 2025-12-15 06:07:14 - INFO -
1150
+ 2025-12-15 06:07:14 - INFO - Epoch 50/50 Summary:
1151
+ 2025-12-15 06:07:14 - INFO - Train Loss: 2.0652
1152
+ 2025-12-15 06:07:14 - INFO - Train Num_policy_tokens: 9135.0292
1153
+ 2025-12-15 06:07:14 - INFO - Train Num_value_predictions: 20.0000
1154
+ 2025-12-15 06:07:14 - INFO - Train Policy_error: 0.2348
1155
+ 2025-12-15 06:07:14 - INFO - Train Policy_loss: 1.4827
1156
+ 2025-12-15 06:07:14 - INFO - Train Value_loss: 9.7130
1157
+ 2025-12-15 06:07:14 - INFO - Train Value_mae: 2.7898
1158
+ 2025-12-15 06:07:14 - INFO - Train Value_mse: 9.7130
1159
+ 2025-12-15 06:07:14 - INFO - Val Loss: 2.0903
1160
+ 2025-12-15 06:07:14 - INFO - Val Num_policy_tokens: 9127.0000
1161
+ 2025-12-15 06:07:14 - INFO - Val Num_value_predictions: 19.4444
1162
+ 2025-12-15 06:07:14 - INFO - Val Policy_error: 0.2445
1163
+ 2025-12-15 06:07:14 - INFO - Val Policy_loss: 1.4861
1164
+ 2025-12-15 06:07:14 - INFO - Val Value_loss: 10.0729
1165
+ 2025-12-15 06:07:14 - INFO - Val Value_mae: 2.8559
1166
+ 2025-12-15 06:07:14 - INFO - Val Value_mse: 10.0729
1167
+ 2025-12-15 06:07:18 - INFO - TensorBoard writer closed
1168
+ 2025-12-15 06:07:18 - INFO -
1169
+ 2025-12-15 06:07:18 - INFO - ================================================================================
1170
+ 2025-12-15 06:07:18 - INFO - Training Complete
1171
+ 2025-12-15 06:07:18 - INFO - ================================================================================
1172
+ 2025-12-15 06:07:18 - INFO -
1173
+ 2025-12-15 06:07:18 - INFO - Training completed successfully!
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+ id: trigor/20251215-trigo-value-rwkv-l6-h64-251211
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+ desc:
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+ - 'model: RWKV with linear attention, time-mixing, O(N·D²) complexity'
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+ - 'data_dir: /root/data/trigoRL/selfplay/iteration1-sim40-20251211/'
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+ paths:
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+ root: /home/claude/work/trigoRL
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+ data: /root/data
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+ output: /root/training
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+ data:
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+ type: TGNValueDataset
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+ data_dir: /root/data/trigoRL/selfplay/iteration1-sim40-20251211
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+ type: ValueCausalLoss
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+ type: RwkvCausalLM
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+ tags:
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+ - rwkv
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+ - linear-attention
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+ - value-head
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+ - dual-head
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+ - rl-discount
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+ tensorboard:
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+ enabled: true
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+ eval:
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+ eval_frequency: 1
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+ eval_batches: 50
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+ device: cuda
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+ seed: 42
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+ deterministic: true
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+ 2025-12-15 00:40:41 - INFO - ================================================================================
2
+ 2025-12-15 00:40:41 - INFO - Attention Language Model Training
3
+ 2025-12-15 00:40:41 - INFO - ================================================================================
4
+ 2025-12-15 00:40:41 - INFO - Experiment ID: trigor/20251215-trigo-value-rwkv-l6-h64-251211
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+ 2025-12-15 00:40:41 - INFO - Output directory: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211
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+ 2025-12-15 00:40:41 - INFO - Config saved to: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/config.yaml
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+ 2025-12-15 00:40:41 - INFO - Log file: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/train.log
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+ 2025-12-15 00:40:41 - INFO -
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+ 2025-12-15 00:40:41 - INFO - Configuration:
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+ 2025-12-15 00:40:41 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
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+ desc:
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+ - 'model: RWKV with linear attention, time-mixing, O(N·D²) complexity'
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+ - 'data_dir: ${paths.data}/trigoRL/selfplay/iteration1-sim40-20251211/'
14
+ paths:
15
+ root: .
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+ data: /root/data
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+ output: /root/training
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+ data:
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+ type: TGNValueDataset
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+ data_dir: ${paths.data}/trigoRL/selfplay/iteration1-sim40-20251211/
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+ max_length: 8192
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+ tokenizer_config: {}
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+ monitor:
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+ field: val_loss
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+ mode: min
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+ wandb:
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+ enabled: true
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+ tags:
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+ - rwkv
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+ - rl-discount
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+ tensorboard:
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+ enabled: true
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+ env:
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+ eval_batches: 50
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+ device: cuda
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+ seed: 42
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+ deterministic: true
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+
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+ 2025-12-15 00:40:41 - INFO - ================================================================================
98
+ 2025-12-15 00:40:41 - INFO - Setting Random Seeds
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+ 2025-12-15 00:40:41 - INFO - ================================================================================
100
+ 2025-12-15 00:40:41 - INFO - Seed: 42
101
+ 2025-12-15 00:40:41 - INFO - Deterministic: True
102
+ 2025-12-15 00:40:41 - INFO -
103
+ 2025-12-15 00:40:41 - INFO - Device: cuda
104
+ 2025-12-15 00:40:41 - INFO - GPU: NVIDIA GeForce RTX 4090
105
+ 2025-12-15 00:40:41 - INFO - Memory: 25.25 GB
106
+ 2025-12-15 00:40:41 - INFO - ================================================================================
107
+ 2025-12-15 00:40:41 - INFO - Creating Datasets
108
+ 2025-12-15 00:40:41 - INFO - ================================================================================
109
+ 2025-12-15 00:40:42 - INFO -
110
+ 2025-12-15 00:40:42 - INFO - Datasets created:
111
+ 2025-12-15 00:40:42 - INFO - Training: 9602 samples, 480 batches
112
+ 2025-12-15 00:40:42 - INFO - Validation: 175 samples, 9 batches
113
+ 2025-12-15 00:40:42 - INFO -
114
+ 2025-12-15 00:40:42 - INFO - ================================================================================
115
+ 2025-12-15 00:40:42 - INFO - Creating Trainer
116
+ 2025-12-15 00:40:42 - INFO - ================================================================================
117
+ 2025-12-15 00:40:42 - INFO -
118
+ 2025-12-15 00:40:42 - INFO - Setting trainer environment variables from config:
119
+ 2025-12-15 00:40:42 - INFO - CUDA_VISIBLE_DEVICES: 6 (already set, not overriding)
120
+ 2025-12-15 00:40:42 - INFO - ================================================================================
121
+ 2025-12-15 00:40:42 - INFO - Creating Model
122
+ 2025-12-15 00:40:42 - INFO - ================================================================================
123
+ 2025-12-15 00:40:43 - INFO - Converting model to dtype: torch.bfloat16
124
+ 2025-12-15 00:40:43 - INFO -
125
+ 2025-12-15 00:40:43 - INFO - Model created:
126
+ 2025-12-15 00:40:43 - INFO - Type: ValueCausalLoss
127
+ 2025-12-15 00:40:43 - INFO - Base model: RwkvCausalLM
128
+ 2025-12-15 00:40:43 - INFO - Total parameters: 357,377
129
+ 2025-12-15 00:40:43 - INFO - Trainable parameters: 357,377
130
+ 2025-12-15 00:40:43 - INFO - Dtype: torch.bfloat16
131
+ 2025-12-15 00:40:46 - INFO -
132
+ 2025-12-15 00:40:46 - INFO - Trainer initialized:
133
+ 2025-12-15 00:40:46 - INFO - Device: cuda
134
+ 2025-12-15 00:40:46 - INFO - Checkpoint dir: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/checkpoints
135
+ 2025-12-15 00:40:46 - INFO - Training samples: 9602
136
+ 2025-12-15 00:40:46 - INFO - Validation samples: 175
137
+ 2025-12-15 00:40:46 - INFO - Batch size: 20
138
+ 2025-12-15 00:40:46 - INFO - Gradient accumulation steps: 1
139
+ 2025-12-15 00:40:46 - INFO - Effective batch size: 20
140
+ 2025-12-15 00:40:46 - INFO - Epoch size: full dataset (480 batches)
141
+ 2025-12-15 00:40:46 - INFO - Epochs: 50
142
+ 2025-12-15 00:40:46 - INFO - Learning rate: 0.0001
143
+ 2025-12-15 00:40:46 - INFO - Warmup steps: 50
144
+ 2025-12-15 00:40:46 - INFO - Log frequency: every 160 examples
145
+ 2025-12-15 00:40:46 - INFO - Wandb logging: enabled
146
+ 2025-12-15 00:40:46 - INFO - TensorBoard logging: enabled
147
+ 2025-12-15 00:40:46 - INFO -
148
+ 2025-12-15 00:40:46 - INFO - ================================================================================
149
+ 2025-12-15 00:40:46 - INFO - Starting Training
150
+ 2025-12-15 00:40:46 - INFO - ================================================================================
151
+ 2025-12-15 00:40:46 - INFO -
152
+ 2025-12-15 00:40:46 - INFO - Evaluating initial model (epoch 0)...
153
+ 2025-12-15 00:42:48 - INFO -
154
+ 2025-12-15 00:42:48 - INFO - Initial model metrics:
155
+ 2025-12-15 00:42:48 - INFO - Loss: 5.7292
156
+ 2025-12-15 00:42:48 - INFO - Num_policy_tokens: 9127.0000
157
+ 2025-12-15 00:42:48 - INFO - Num_value_predictions: 19.4444
158
+ 2025-12-15 00:42:48 - INFO - Policy_error: 0.9950
159
+ 2025-12-15 00:42:48 - INFO - Policy_loss: 5.1215
160
+ 2025-12-15 00:42:48 - INFO - Value_loss: 10.2257
161
+ 2025-12-15 00:42:48 - INFO - Value_mae: 2.9080
162
+ 2025-12-15 00:42:48 - INFO - Value_mse: 10.2257
163
+ 2025-12-15 00:42:48 - INFO -
164
+ 2025-12-15 11:56:36 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/checkpoints/ep0000_val_loss_2.0200.chkpt
165
+ 2025-12-15 11:56:40 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/checkpoints/ep0000_val_loss_2.0200.chkpt
166
+ 2025-12-15 11:56:40 - INFO -
167
+ 2025-12-15 11:56:40 - INFO - Epoch 1/50 Summary:
168
+ 2025-12-15 11:56:40 - INFO - Train Loss: 2.3378
169
+ 2025-12-15 11:56:40 - INFO - Train Num_policy_tokens: 9136.2062
170
+ 2025-12-15 11:56:40 - INFO - Train Num_value_predictions: 20.0000
171
+ 2025-12-15 11:56:40 - INFO - Train Policy_error: 0.3279
172
+ 2025-12-15 11:56:40 - INFO - Train Policy_loss: 1.7300
173
+ 2025-12-15 11:56:40 - INFO - Train Value_loss: 10.1285
174
+ 2025-12-15 11:56:40 - INFO - Train Value_mae: 2.8623
175
+ 2025-12-15 11:56:40 - INFO - Train Value_mse: 10.1285
176
+ 2025-12-15 11:56:40 - INFO - Val Loss: 2.0200
177
+ 2025-12-15 11:56:40 - INFO - Val Num_policy_tokens: 9127.0000
178
+ 2025-12-15 11:56:40 - INFO - Val Num_value_predictions: 19.4444
179
+ 2025-12-15 11:56:40 - INFO - Val Policy_error: 0.2550
180
+ 2025-12-15 11:56:40 - INFO - Val Policy_loss: 1.4054
181
+ 2025-12-15 11:56:40 - INFO - Val Value_loss: 10.2292
182
+ 2025-12-15 11:56:40 - INFO - Val Value_mae: 2.9045
183
+ 2025-12-15 11:56:40 - INFO - Val Value_mse: 10.2292
184
+ 2025-12-15 23:09:27 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/checkpoints/ep0001_val_loss_1.9792.chkpt
185
+ 2025-12-15 23:09:30 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/checkpoints/ep0001_val_loss_1.9792.chkpt
186
+ 2025-12-15 23:09:30 - INFO -
187
+ 2025-12-15 23:09:30 - INFO - Epoch 2/50 Summary:
188
+ 2025-12-15 23:09:30 - INFO - Train Loss: 1.9823
189
+ 2025-12-15 23:09:30 - INFO - Train Num_policy_tokens: 9136.2500
190
+ 2025-12-15 23:09:30 - INFO - Train Num_value_predictions: 20.0000
191
+ 2025-12-15 23:09:30 - INFO - Train Policy_error: 0.2403
192
+ 2025-12-15 23:09:30 - INFO - Train Policy_loss: 1.3773
193
+ 2025-12-15 23:09:30 - INFO - Train Value_loss: 10.0858
194
+ 2025-12-15 23:09:30 - INFO - Train Value_mae: 2.8558
195
+ 2025-12-15 23:09:30 - INFO - Train Value_mse: 10.0858
196
+ 2025-12-15 23:09:30 - INFO - Val Loss: 1.9792
197
+ 2025-12-15 23:09:30 - INFO - Val Num_policy_tokens: 9127.0000
198
+ 2025-12-15 23:09:30 - INFO - Val Num_value_predictions: 19.4444
199
+ 2025-12-15 23:09:30 - INFO - Val Policy_error: 0.2445
200
+ 2025-12-15 23:09:30 - INFO - Val Policy_loss: 1.3655
201
+ 2025-12-15 23:09:30 - INFO - Val Value_loss: 10.2292
202
+ 2025-12-15 23:09:30 - INFO - Val Value_mae: 2.9045
203
+ 2025-12-15 23:09:30 - INFO - Val Value_mse: 10.2292
204
+ 2025-12-16 10:20:37 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/checkpoints/ep0002_val_loss_1.9714.chkpt
205
+ 2025-12-16 10:20:39 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/checkpoints/ep0002_val_loss_1.9714.chkpt
206
+ 2025-12-16 10:20:39 - INFO -
207
+ 2025-12-16 10:20:39 - INFO - Epoch 3/50 Summary:
208
+ 2025-12-16 10:20:39 - INFO - Train Loss: 1.9588
209
+ 2025-12-16 10:20:39 - INFO - Train Num_policy_tokens: 9136.1271
210
+ 2025-12-16 10:20:39 - INFO - Train Num_value_predictions: 20.0000
211
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212
+ 2025-12-16 10:20:39 - INFO - Train Policy_loss: 1.3546
213
+ 2025-12-16 10:20:39 - INFO - Train Value_loss: 10.0773
214
+ 2025-12-16 10:20:39 - INFO - Train Value_mae: 2.8541
215
+ 2025-12-16 10:20:39 - INFO - Train Value_mse: 10.0773
216
+ 2025-12-16 10:20:39 - INFO - Val Loss: 1.9714
217
+ 2025-12-16 10:20:39 - INFO - Val Num_policy_tokens: 9127.0000
218
+ 2025-12-16 10:20:39 - INFO - Val Num_value_predictions: 19.4444
219
+ 2025-12-16 10:20:39 - INFO - Val Policy_error: 0.2411
220
+ 2025-12-16 10:20:39 - INFO - Val Policy_loss: 1.3576
221
+ 2025-12-16 10:20:39 - INFO - Val Value_loss: 10.2292
222
+ 2025-12-16 10:20:39 - INFO - Val Value_mae: 2.9045
223
+ 2025-12-16 10:20:39 - INFO - Val Value_mse: 10.2292
224
+ 2025-12-16 22:23:23 - INFO - Checkpoint saved: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/checkpoints/ep0003_val_loss_1.9609.chkpt
225
+ 2025-12-16 22:23:26 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251215-trigo-value-rwkv-l6-h64-251211/checkpoints/ep0003_val_loss_1.9609.chkpt
226
+ 2025-12-16 22:23:26 - INFO -
227
+ 2025-12-16 22:23:26 - INFO - Epoch 4/50 Summary:
228
+ 2025-12-16 22:23:26 - INFO - Train Loss: 1.9503
229
+ 2025-12-16 22:23:26 - INFO - Train Num_policy_tokens: 9134.1333
230
+ 2025-12-16 22:23:26 - INFO - Train Num_value_predictions: 20.0000
231
+ 2025-12-16 22:23:26 - INFO - Train Policy_error: 0.2304
232
+ 2025-12-16 22:23:26 - INFO - Train Policy_loss: 1.3454
233
+ 2025-12-16 22:23:26 - INFO - Train Value_loss: 10.0832
234
+ 2025-12-16 22:23:26 - INFO - Train Value_mae: 2.8551
235
+ 2025-12-16 22:23:26 - INFO - Train Value_mse: 10.0832
236
+ 2025-12-16 22:23:26 - INFO - Val Loss: 1.9609
237
+ 2025-12-16 22:23:26 - INFO - Val Num_policy_tokens: 9127.0000
238
+ 2025-12-16 22:23:26 - INFO - Val Num_value_predictions: 19.4444
239
+ 2025-12-16 22:23:26 - INFO - Val Policy_error: 0.2379
240
+ 2025-12-16 22:23:26 - INFO - Val Policy_loss: 1.3498
241
+ 2025-12-16 22:23:26 - INFO - Val Value_loss: 10.2361
242
+ 2025-12-16 22:23:26 - INFO - Val Value_mae: 2.9045
243
+ 2025-12-16 22:23:26 - INFO - Val Value_mse: 10.2361
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+ id: trigor/20251216-trigo-value-llama-l6-h64-251211-lambda_value0.02
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+ desc:
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+ - 'model_config.lambda_value: 0.02'
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+ - 'scheduler.lr_mul: 1000'
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+ - 'model: LLaMA with GQA (4 groups), RoPE, RMSNorm'
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+ - 'data_dir: /root/data/trigoRL/selfplay/iteration1-sim40-20251211/'
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+ paths:
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+ root: /home/claude/work/trigoRL
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+ data: /root/data
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+ output: /root/training
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+ data:
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+ type: TGNValueDataset
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+ data_dir: /root/data/trigoRL/selfplay/iteration1-sim40-20251211
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+ type: ValueCausalLoss
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+ type: LlamaCausalLM
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+ learning_rate: 0.0001
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+ save_mode: best
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+ monitor:
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+ field: val_loss
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+ mode: min
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+ wandb:
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+ tags:
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+ - gqa
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+ - value-head
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+ - dual-head
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+ - rl-discount
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+ tensorboard:
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+ seed: 42
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+ 2025-12-16 23:05:14 - INFO - ================================================================================
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+ 2025-12-16 23:05:14 - INFO - Attention Language Model Training
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+ 2025-12-16 23:05:14 - INFO - ================================================================================
4
+ 2025-12-16 23:05:14 - INFO - Experiment ID: trigor/20251216-trigo-value-llama-l6-h64-251211-lambda_value0.02
5
+ 2025-12-16 23:05:14 - INFO - Output directory: /root/training/trigor/20251216-trigo-value-llama-l6-h64-251211-lambda_value0.02
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+ 2025-12-16 23:05:14 - INFO - Config saved to: /root/training/trigor/20251216-trigo-value-llama-l6-h64-251211-lambda_value0.02/config.yaml
7
+ 2025-12-16 23:05:14 - INFO - Log file: /root/training/trigor/20251216-trigo-value-llama-l6-h64-251211-lambda_value0.02/train.log
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+ 2025-12-16 23:05:14 - INFO -
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+ 2025-12-16 23:05:14 - INFO - Configuration:
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+ 2025-12-16 23:05:14 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
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+ desc:
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+ - 'model_config.lambda_value: 0.02'
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+ - 'scheduler.lr_mul: 1000'
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+ - 'model: LLaMA with GQA (4 groups), RoPE, RMSNorm'
15
+ - 'data_dir: ${paths.data}/trigoRL/selfplay/iteration1-sim40-20251211/'
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+ paths:
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+ root: .
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+ data: /root/data
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+ output: /root/training
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+ data:
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+ type: TGNValueDataset
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+ data_dir: ${paths.data}/trigoRL/selfplay/iteration1-sim40-20251211/
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+ max_length: 8192
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+ min_length: 10
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+ max_file_size: 10000
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+ tokenizer_config: {}
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+ val_split: 49/50
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+ pin_memory: true
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+ model:
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+ type: ValueCausalLoss
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+ config:
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+ model_config:
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+ type: LlamaCausalLM
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+ config:
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+ hidden_size: 64
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+ num_layers: 6
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+ num_heads: 8
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+ num_key_value_heads: 2
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+ intermediate_size: 171
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+ activation: silu
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+ value_head_config:
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+ gamma: 0.99
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+ territory_value_factor: 1.0
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+ ignore_index: 0
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+ epochs: 200
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+ learning_rate: 0.0001
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+ keep_n_checkpoints: 3
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+ save_mode: best
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+ monitor:
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+ field: val_loss
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+ mode: min
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+ log_frequency: 160
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+ wandb:
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+ enabled: true
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+ tags:
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+ - llama
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+ - gqa
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+ - value-head
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+ - dual-head
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+ - rl-discount
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+ tensorboard:
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+ enabled: true
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+ env:
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+ CUDA_VISIBLE_DEVICES: 6
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+ eval:
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+ eval_frequency: 1
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+ device: cuda
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+ seed: 42
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+ deterministic: true
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+
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+ 2025-12-16 23:05:14 - INFO - ================================================================================
103
+ 2025-12-16 23:05:14 - INFO - Setting Random Seeds
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+ 2025-12-16 23:05:14 - INFO - ================================================================================
105
+ 2025-12-16 23:05:14 - INFO - Seed: 42
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+ 2025-12-16 23:05:14 - INFO - Deterministic: True
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+ 2025-12-16 23:05:14 - INFO -
108
+ 2025-12-16 23:05:14 - INFO - Device: cuda
109
+ 2025-12-16 23:05:14 - INFO - GPU: NVIDIA GeForce RTX 4090
110
+ 2025-12-16 23:05:14 - INFO - Memory: 25.25 GB
111
+ 2025-12-16 23:05:14 - INFO - ================================================================================
112
+ 2025-12-16 23:05:14 - INFO - Creating Datasets
113
+ 2025-12-16 23:05:14 - INFO - ================================================================================
114
+ 2025-12-16 23:05:15 - INFO -
115
+ 2025-12-16 23:05:15 - INFO - Datasets created:
116
+ 2025-12-16 23:05:15 - INFO - Training: 9602 samples, 480 batches
117
+ 2025-12-16 23:05:15 - INFO - Validation: 175 samples, 9 batches
118
+ 2025-12-16 23:05:15 - INFO -
119
+ 2025-12-16 23:05:15 - INFO - ================================================================================
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+ 2025-12-16 23:05:15 - INFO - Creating Trainer
121
+ 2025-12-16 23:05:15 - INFO - ================================================================================
122
+ 2025-12-16 23:05:15 - INFO -
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+ 2025-12-16 23:05:15 - INFO - Setting trainer environment variables from config:
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+ 2025-12-16 23:05:15 - INFO - CUDA_VISIBLE_DEVICES: 7 (already set, not overriding)
125
+ 2025-12-16 23:05:15 - INFO - ================================================================================
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+ 2025-12-16 23:05:15 - INFO - Creating Model
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+ 2025-12-16 23:05:15 - INFO - ================================================================================
128
+ 2025-12-16 23:05:15 - INFO - Converting model to dtype: torch.bfloat16
129
+ 2025-12-16 23:05:15 - INFO -
130
+ 2025-12-16 23:05:15 - INFO - Model created:
131
+ 2025-12-16 23:05:15 - INFO - Type: ValueCausalLoss
132
+ 2025-12-16 23:05:15 - INFO - Base model: LlamaCausalLM
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+ 2025-12-16 23:05:15 - INFO - Total parameters: 292,673
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+ 2025-12-16 23:05:15 - INFO - Trainable parameters: 292,673
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+ 2025-12-16 23:05:15 - INFO - Dtype: torch.bfloat16
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+ 2025-12-16 23:05:18 - INFO -
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+ 2025-12-16 23:05:18 - INFO - Trainer initialized:
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+ 2025-12-16 23:05:18 - INFO - Device: cuda
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+ 2025-12-16 23:05:18 - INFO - Checkpoint dir: /root/training/trigor/20251216-trigo-value-llama-l6-h64-251211-lambda_value0.02/checkpoints
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+ 2025-12-16 23:05:18 - INFO - Training samples: 9602
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+ 2025-12-16 23:05:18 - INFO - Validation samples: 175
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+ 2025-12-16 23:05:18 - INFO - Batch size: 20
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+ 2025-12-16 23:05:18 - INFO - Gradient accumulation steps: 1
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+ 2025-12-16 23:05:18 - INFO - Effective batch size: 20
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+ 2025-12-16 23:05:18 - INFO - Epoch size: full dataset (480 batches)
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+ 2025-12-16 23:05:18 - INFO - Epochs: 200
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+ 2025-12-16 23:05:18 - INFO - Learning rate: 0.0001
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+ 2025-12-16 23:05:18 - INFO - Warmup steps: 50
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+ 2025-12-16 23:05:18 - INFO - Log frequency: every 160 examples
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+ 2025-12-16 23:05:18 - INFO - Wandb logging: enabled
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+ 2025-12-16 23:05:18 - INFO - TensorBoard logging: enabled
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+ 2025-12-16 23:05:18 - INFO -
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+ 2025-12-16 23:05:18 - INFO - ================================================================================
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+ 2025-12-16 23:05:18 - INFO - Starting Training
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+ 2025-12-16 23:05:18 - INFO - ================================================================================
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+ 2025-12-16 23:05:18 - INFO -
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+ 2025-12-16 23:05:18 - INFO - Evaluating initial model (epoch 0)...
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+ 2025-12-16 23:05:22 - INFO -
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+ 2025-12-16 23:05:22 - INFO - Initial model metrics:
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+ 2025-12-16 23:05:22 - INFO - Loss: 5.1076
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+ 2025-12-16 23:05:22 - INFO - Num_policy_tokens: 9127.0000
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+ 2025-12-16 23:05:22 - INFO - Num_value_predictions: 19.4444
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+ 2025-12-16 23:05:22 - INFO - Policy_error: 0.9969
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+ 2025-12-16 23:05:22 - INFO - Policy_loss: 4.9062
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+ 2025-12-16 23:05:22 - INFO - Value_loss: 10.1979
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+ 2025-12-16 23:05:22 - INFO - Value_mae: 2.9028
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+ 2025-12-16 23:05:22 - INFO - Value_mse: 10.1979
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+ 2025-12-16 23:05:22 - INFO -
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+ 2025-12-16 23:11:57 - INFO - Checkpoint saved: /root/training/trigor/20251216-trigo-value-llama-l6-h64-251211-lambda_value0.02/checkpoints/ep0000_val_loss_1.6128.chkpt
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+ 2025-12-16 23:12:01 - INFO - Successfully uploaded checkpoint artifact: /root/training/trigor/20251216-trigo-value-llama-l6-h64-251211-lambda_value0.02/checkpoints/ep0000_val_loss_1.6128.chkpt
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+ 2025-12-16 23:12:01 - INFO -
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+ 2025-12-16 23:12:01 - INFO - Epoch 1/200 Summary:
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+ 2025-12-16 23:12:01 - INFO - Train Loss: 2.1308
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+ 2025-12-16 23:12:01 - INFO - Train Num_policy_tokens: 9136.2125
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+ 2025-12-16 23:12:01 - INFO - Train Num_value_predictions: 20.0000
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+ 2025-12-16 23:12:01 - INFO - Train Policy_error: 0.3977
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+ 2025-12-16 23:12:01 - INFO - Train Policy_loss: 1.9287
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+ 2025-12-16 23:12:01 - INFO - Train Value_loss: 10.0969
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+ 2025-12-16 23:12:01 - INFO - Train Value_mae: 2.8569
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+ 2025-12-16 23:12:01 - INFO - Train Value_mse: 10.0969
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+ 2025-12-16 23:12:01 - INFO - Val Loss: 1.6128
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+ 2025-12-16 23:12:01 - INFO - Val Num_policy_tokens: 9127.0000
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+ 2025-12-16 23:12:01 - INFO - Val Num_value_predictions: 19.4444
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+ 2025-12-16 23:12:01 - INFO - Val Policy_error: 0.2698
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+ 2025-12-16 23:12:01 - INFO - Val Policy_loss: 1.4071
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+ 2025-12-16 23:12:01 - INFO - Val Value_loss: 10.2778
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+ 2025-12-16 23:12:01 - INFO - Val Value_mae: 2.9028
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+ 2025-12-16 23:12:01 - INFO - Val Value_mse: 10.2778