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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_053035-joytn3an
[2026-06-28T05:30:31.359077] Seeded RNGs with seed=42
[2026-06-28T05:30:31.359300] Loading checkpoint from /datadrive/ayush/home/minimoX/learning/outputs/bootstrap_bs_800_para/2026-03-12_23-41-21/1.pt
[2026-06-28T05:30:34.913424] Loading examples from /datadrive/ayush/home/minimoX/learning/experiments/learnability/minimo_1pt/examples_policy_only.json
  1880 training examples loaded.

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[2026-06-28T05:30:34.915802] Starting ablation: updates_1_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_1pt/s42/2026-06-28_05-30-31/updates_1_epoch_2ep_bs64
============================================================
  Dedup: 1880 -> 1880 unique examples

Epoch 1/2:   0%|          | 0/30 [00:00<?, ?it/s]`loss_type=None` was set in the config but it is unrecognized. Using the default loss: `ForCausalLMLoss`.

Epoch 1/2:   3%|β–Ž         | 1/30 [00:00<00:11,  2.55it/s]
Epoch 1/2:   7%|β–‹         | 2/30 [00:00<00:07,  3.61it/s]
Epoch 1/2:  10%|β–ˆ         | 3/30 [00:00<00:06,  4.13it/s]
Epoch 1/2:  13%|β–ˆβ–Ž        | 4/30 [00:00<00:05,  4.47it/s]
Epoch 1/2:  17%|β–ˆβ–‹        | 5/30 [00:01<00:05,  4.92it/s]
Epoch 1/2:  20%|β–ˆβ–ˆ        | 6/30 [00:01<00:04,  5.01it/s]
Epoch 1/2:  23%|β–ˆβ–ˆβ–Ž       | 7/30 [00:01<00:04,  5.05it/s]
Epoch 1/2:  27%|β–ˆβ–ˆβ–‹       | 8/30 [00:01<00:04,  5.17it/s]
Epoch 1/2:  30%|β–ˆβ–ˆβ–ˆ       | 9/30 [00:01<00:04,  5.17it/s]
Epoch 1/2:  33%|β–ˆβ–ˆβ–ˆβ–Ž      | 10/30 [00:02<00:03,  5.24it/s]
Epoch 1/2:  37%|β–ˆβ–ˆβ–ˆβ–‹      | 11/30 [00:02<00:03,  5.20it/s]
Epoch 1/2:  40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 12/30 [00:02<00:03,  5.18it/s]
Epoch 1/2:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 13/30 [00:02<00:03,  5.17it/s]
Epoch 1/2:  47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 14/30 [00:02<00:03,  5.18it/s]
Epoch 1/2:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 15/30 [00:03<00:02,  5.34it/s]
Epoch 1/2:  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 16/30 [00:03<00:02,  5.25it/s]
Epoch 1/2:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 17/30 [00:03<00:02,  5.27it/s]
Epoch 1/2:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 18/30 [00:03<00:02,  5.31it/s]
Epoch 1/2:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 19/30 [00:03<00:02,  5.24it/s]
Epoch 1/2:  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 20/30 [00:04<00:01,  5.22it/s]
Epoch 1/2:  70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 21/30 [00:04<00:01,  5.59it/s]
Epoch 1/2:  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 22/30 [00:04<00:01,  5.44it/s]
Epoch 1/2:  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 23/30 [00:04<00:01,  5.41it/s]
Epoch 1/2:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  | 24/30 [00:04<00:01,  5.31it/s]
Epoch 1/2:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 25/30 [00:04<00:00,  5.47it/s]
Epoch 1/2:  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 26/30 [00:05<00:00,  5.41it/s]
Epoch 1/2:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 27/30 [00:05<00:00,  5.41it/s]
Epoch 1/2:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 28/30 [00:05<00:00,  5.31it/s]
Epoch 1/2:  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 29/30 [00:05<00:00,  4.91it/s]
Epoch 1/2: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 30/30 [00:05<00:00,  5.18it/s]
  [2026-06-28T05:30:41.806537] Saved checkpoint at epoch 1 -> /datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_1pt/s42/2026-06-28_05-30-31/updates_1_epoch_2ep_bs64/epoch_1.pt

Epoch 2/2:   0%|          | 0/30 [00:00<?, ?it/s]
Epoch 2/2:   3%|β–Ž         | 1/30 [00:00<00:05,  5.09it/s]
Epoch 2/2:   7%|β–‹         | 2/30 [00:00<00:05,  5.11it/s]
Epoch 2/2:  10%|β–ˆ         | 3/30 [00:00<00:05,  5.20it/s]
Epoch 2/2:  13%|β–ˆβ–Ž        | 4/30 [00:00<00:05,  5.11it/s]
Epoch 2/2:  17%|β–ˆβ–‹        | 5/30 [00:00<00:04,  5.11it/s]
Epoch 2/2:  20%|β–ˆβ–ˆ        | 6/30 [00:01<00:04,  5.29it/s]
Epoch 2/2:  23%|β–ˆβ–ˆβ–Ž       | 7/30 [00:01<00:04,  5.26it/s]
Epoch 2/2:  27%|β–ˆβ–ˆβ–‹       | 8/30 [00:01<00:04,  5.20it/s]
Epoch 2/2:  30%|β–ˆβ–ˆβ–ˆ       | 9/30 [00:01<00:04,  5.17it/s]
Epoch 2/2:  33%|β–ˆβ–ˆβ–ˆβ–Ž      | 10/30 [00:01<00:03,  5.35it/s]
Epoch 2/2:  37%|β–ˆβ–ˆβ–ˆβ–‹      | 11/30 [00:02<00:03,  4.92it/s]
Epoch 2/2:  40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 12/30 [00:02<00:03,  5.05it/s]
Epoch 2/2:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 13/30 [00:02<00:03,  5.07it/s]
Epoch 2/2:  47%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹     | 14/30 [00:02<00:03,  5.24it/s]
Epoch 2/2:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 15/30 [00:02<00:02,  5.19it/s]
Epoch 2/2:  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 16/30 [00:03<00:02,  5.15it/s]
Epoch 2/2:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 17/30 [00:03<00:02,  5.14it/s]
Epoch 2/2:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ    | 18/30 [00:03<00:02,  5.15it/s]
Epoch 2/2:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 19/30 [00:03<00:02,  5.12it/s]
Epoch 2/2:  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹   | 20/30 [00:03<00:01,  5.34it/s]
Epoch 2/2:  70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 21/30 [00:04<00:01,  5.27it/s]
Epoch 2/2:  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž  | 22/30 [00:04<00:01,  5.21it/s]
Epoch 2/2:  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹  | 23/30 [00:04<00:01,  5.18it/s]
Epoch 2/2:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ  | 24/30 [00:04<00:01,  5.20it/s]
Epoch 2/2:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 25/30 [00:04<00:00,  5.26it/s]
Epoch 2/2:  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 26/30 [00:04<00:00,  5.40it/s]
Epoch 2/2:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 27/30 [00:05<00:00,  5.30it/s]
Epoch 2/2:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 28/30 [00:05<00:00,  5.48it/s]
Epoch 2/2:  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 29/30 [00:05<00:00,  5.69it/s]
Epoch 2/2: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 30/30 [00:05<00:00,  5.36it/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–ˆβ–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–†β–…β–„β–…β–„β–…β–ƒβ–„β–ƒβ–ƒβ–ƒβ–ƒβ–ƒβ–ƒβ–ƒβ–ƒβ–‚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 0.12745
wandb: 
wandb: You can sync this run to the cloud by running:
wandb: wandb sync /datadrive/ayush/home/minimoX/learning/wandb/offline-run-20260628_053035-joytn3an
wandb: Find logs at: ./wandb/offline-run-20260628_053035-joytn3an/logs
  [2026-06-28T05:30:47.605181] Saved checkpoint at epoch 2 -> /datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_1pt/s42/2026-06-28_05-30-31/updates_1_epoch_2ep_bs64/epoch_2.pt
  Done: 2 epoch(s), 60 total steps, 1880 unique examples (batch_size=64)
[2026-06-28T05:30:47.832009] Saved trained agent to /datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_1pt/s42/2026-06-28_05-30-31/updates_1_epoch_2ep_bs64/1.pt

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[2026-06-28T05:30:47.839337] All ablations complete.
============================================================
Summary saved to /datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_1pt/s42/2026-06-28_05-30-31/summary.json
  updates_1_epoch_2ep_bs64: {'path': '/datadrive/ayush/home/minimoX/learning/experiments/learnability/train_policy_only/minimo_1pt/s42/2026-06-28_05-30-31/updates_1_epoch_2ep_bs64/1.pt', 'total_gradient_steps': 60}