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wandb: WARNING Using a boolean value for 'reinit' is deprecated. Use 'return_previous' or 'finish_previous' instead.
wandb: Tracking run with wandb version 0.24.0
wandb: W&B syncing is set to `offline` in this directory. Run `wandb online` or set WANDB_MODE=online to enable cloud syncing.
wandb: Run data is saved locally in /datadrive/ayush/home/minimoX/learning/wandb/offline-run-20260628_053034-5gohtf8y
[2026-06-28T05:30:31.306444] Seeded RNGs with seed=46
[2026-06-28T05:30:31.306747] Loading checkpoint from /datadrive/ayush/home/minimoX/learning/outputs/bootstrap_bs_800_para/2026-03-12_23-41-21/0.pt
[2026-06-28T05:30:34.797211] Loading examples from /datadrive/ayush/home/minimoX/learning/experiments/learnability/minimo_0pt/examples_policy_only.json
  1567 training examples loaded.

============================================================
[2026-06-28T05:30:34.799133] Starting ablation: updates_0_epoch_2ep_bs64  (mode=epoch)
  n_steps=8000, batch_size=64, lr=None
  output -> /datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_0pt/s46/2026-06-28_05-30-31/updates_0_epoch_2ep_bs64
============================================================
  Dedup: 1567 -> 1567 unique examples

Epoch 1/2:   0%|          | 0/25 [00:00<?, ?it/s]`loss_type=None` was set in the config but it is unrecognized. Using the default loss: `ForCausalLMLoss`.

Epoch 1/2:   4%|▍         | 1/25 [00:00<00:11,  2.16it/s]
Epoch 1/2:   8%|β–Š         | 2/25 [00:00<00:06,  3.72it/s]
Epoch 1/2:  12%|β–ˆβ–        | 3/25 [00:00<00:05,  4.33it/s]
Epoch 1/2:  16%|β–ˆβ–Œ        | 4/25 [00:00<00:04,  4.58it/s]
Epoch 1/2:  20%|β–ˆβ–ˆ        | 5/25 [00:01<00:04,  4.82it/s]
Epoch 1/2:  24%|β–ˆβ–ˆβ–       | 6/25 [00:01<00:03,  4.89it/s]
Epoch 1/2:  28%|β–ˆβ–ˆβ–Š       | 7/25 [00:01<00:03,  4.94it/s]
Epoch 1/2:  32%|β–ˆβ–ˆβ–ˆβ–      | 8/25 [00:01<00:03,  4.99it/s]
Epoch 1/2:  36%|β–ˆβ–ˆβ–ˆβ–Œ      | 9/25 [00:01<00:03,  5.01it/s]
Epoch 1/2:  40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 10/25 [00:02<00:02,  5.04it/s]
Epoch 1/2:  44%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 11/25 [00:02<00:02,  5.12it/s]
Epoch 1/2:  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 12/25 [00:02<00:02,  5.11it/s]
Epoch 1/2:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 13/25 [00:02<00:02,  5.10it/s]
Epoch 1/2:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 14/25 [00:02<00:02,  5.11it/s]
Epoch 1/2:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 15/25 [00:03<00:01,  5.17it/s]
Epoch 1/2:  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 16/25 [00:03<00:01,  5.14it/s]
Epoch 1/2:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 17/25 [00:03<00:01,  5.12it/s]
Epoch 1/2:  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 18/25 [00:03<00:01,  5.15it/s]
Epoch 1/2:  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 19/25 [00:03<00:01,  5.11it/s]
Epoch 1/2:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  | 20/25 [00:04<00:00,  5.08it/s]
Epoch 1/2:  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 21/25 [00:04<00:00,  5.53it/s]
Epoch 1/2:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 22/25 [00:04<00:00,  5.36it/s]
Epoch 1/2:  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 23/25 [00:04<00:00,  5.29it/s]
Epoch 1/2:  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 24/25 [00:04<00:00,  5.21it/s]
Epoch 1/2: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 25/25 [00:04<00:00,  5.09it/s]
  [2026-06-28T05:30:40.540319] Saved checkpoint at epoch 1 -> /datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_0pt/s46/2026-06-28_05-30-31/updates_0_epoch_2ep_bs64/epoch_1.pt

Epoch 2/2:   0%|          | 0/25 [00:00<?, ?it/s]
Epoch 2/2:   4%|▍         | 1/25 [00:00<00:04,  5.02it/s]
Epoch 2/2:   8%|β–Š         | 2/25 [00:00<00:04,  5.09it/s]
Epoch 2/2:  12%|β–ˆβ–        | 3/25 [00:00<00:04,  5.33it/s]
Epoch 2/2:  16%|β–ˆβ–Œ        | 4/25 [00:00<00:04,  5.22it/s]
Epoch 2/2:  20%|β–ˆβ–ˆ        | 5/25 [00:00<00:03,  5.15it/s]
Epoch 2/2:  24%|β–ˆβ–ˆβ–       | 6/25 [00:01<00:03,  5.56it/s]
Epoch 2/2:  28%|β–ˆβ–ˆβ–Š       | 7/25 [00:01<00:03,  5.86it/s]
Epoch 2/2:  32%|β–ˆβ–ˆβ–ˆβ–      | 8/25 [00:01<00:03,  5.59it/s]
Epoch 2/2:  36%|β–ˆβ–ˆβ–ˆβ–Œ      | 9/25 [00:01<00:02,  5.89it/s]
Epoch 2/2:  40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 10/25 [00:01<00:02,  5.60it/s]
Epoch 2/2:  44%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 11/25 [00:01<00:02,  5.67it/s]
Epoch 2/2:  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 12/25 [00:02<00:02,  5.53it/s]
Epoch 2/2:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 13/25 [00:02<00:02,  5.37it/s]
Epoch 2/2:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 14/25 [00:02<00:02,  5.24it/s]
Epoch 2/2:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 15/25 [00:02<00:01,  5.20it/s]
Epoch 2/2:  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 16/25 [00:02<00:01,  5.17it/s]
Epoch 2/2:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š   | 17/25 [00:03<00:01,  5.12it/s]
Epoch 2/2:  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 18/25 [00:03<00:01,  5.19it/s]
Epoch 2/2:  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ  | 19/25 [00:03<00:01,  5.31it/s]
Epoch 2/2:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  | 20/25 [00:03<00:00,  5.27it/s]
Epoch 2/2:  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 21/25 [00:03<00:00,  5.20it/s]
Epoch 2/2:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 22/25 [00:04<00:00,  5.24it/s]
Epoch 2/2:  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 23/25 [00:04<00:00,  5.25it/s]
Epoch 2/2:  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 24/25 [00:04<00:00,  5.18it/s]
Epoch 2/2: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 25/25 [00:04<00:00,  6.04it/s]
Epoch 2/2: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 25/25 [00:04<00:00,  5.43it/s]
wandb: 
wandb: Run history:
wandb:      epoch β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ
wandb: train_loss β–ˆβ–†β–…β–„β–ƒβ–ƒβ–ƒβ–ƒβ–‚β–‚β–‚β–‚β–‚β–‚β–‚β–‚β–‚β–‚β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–β–
wandb: 
wandb: Run summary:
wandb:      epoch 2
wandb: train_loss 0.76261
wandb: 
wandb: You can sync this run to the cloud by running:
wandb: wandb sync /datadrive/ayush/home/minimoX/learning/wandb/offline-run-20260628_053034-5gohtf8y
wandb: Find logs at: ./wandb/offline-run-20260628_053034-5gohtf8y/logs
  [2026-06-28T05:30:45.329457] Saved checkpoint at epoch 2 -> /datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_0pt/s46/2026-06-28_05-30-31/updates_0_epoch_2ep_bs64/epoch_2.pt
  Done: 2 epoch(s), 50 total steps, 1567 unique examples (batch_size=64)
[2026-06-28T05:30:45.518762] Saved trained agent to /datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_0pt/s46/2026-06-28_05-30-31/updates_0_epoch_2ep_bs64/1.pt

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[2026-06-28T05:30:45.526257] All ablations complete.
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Summary saved to /datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_0pt/s46/2026-06-28_05-30-31/summary.json
  updates_0_epoch_2ep_bs64: {'path': '/datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_0pt/s46/2026-06-28_05-30-31/updates_0_epoch_2ep_bs64/1.pt', 'total_gradient_steps': 50}