add run 20260429T070359Z-bqrf8dk6ndppqx

runs/20260429T070359Z-bqrf8dk6ndppqx/checkpoints/gpt_small.pt

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runs/20260429T070359Z-bqrf8dk6ndppqx/phases/adv_big_as_small/stderr.log

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+W0429 09:01:11.655000 127392703169664 torch/distributed/run.py:779] 
+W0429 09:01:11.655000 127392703169664 torch/distributed/run.py:779] *****************************************
+W0429 09:01:11.655000 127392703169664 torch/distributed/run.py:779] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0429 09:01:11.655000 127392703169664 torch/distributed/run.py:779] *****************************************
+wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY.
+wandb: Currently logged in as: jasminexinzeli (yixiong_hao-georgia-institute-of-technology) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
+wandb: WARNING Using a boolean value for 'reinit' is deprecated. Use 'return_previous' or 'finish_previous' instead.
+wandb: setting up run dzn9jyd9
+wandb: Tracking run with wandb version 0.26.1
+wandb: Run data is saved locally in /workspace/inspector-agents/gpu-runs/wandb/run-20260429_090114-dzn9jyd9
+wandb: Run `wandb offline` to turn off syncing.
+wandb: Syncing run 20260429T070359Z-bqrf8dk6ndppqx/adv_big_as_small
+wandb: ⭐️ View project at https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces
+wandb: 🚀 View run at https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces/runs/dzn9jyd9
+wandb: uploading history steps 265-268, summary, console lines 266-269; updating run metadata
+wandb: uploading history steps 265-268, summary, console lines 266-269; uploading output.log; uploading wandb-summary.json; uploading config.yaml
+wandb: uploading history steps 265-268, summary, console lines 266-269
+wandb: uploading history steps 269-270, summary, console lines 270-271
+wandb: 
+wandb: Run history:
+wandb: elapsed_s ▁▁▁▁▁▂▂▂▂▂▂▂▂▃▃▃▃▃▃▄▄▄▅▅▅▅▆▆▆▆▆▆▆▆▆▇▇███
+wandb:      iter ▁▁▁▂▂▂▂▃▃▄▄▄▄▄▅▅▅▆▆▆▆▆▆▆▆▇▇▇▇▇▇▇▇▇▇█████
+wandb:      loss ██▇▅▅▅▅▅▄▅▄▄▄▃▄▃▃▄▃▃▃▃▂▃▃▂▂▁▃▂▁▁▂▂▁▁▂▁▁▁
+wandb:        lr ▁███████████████████████████████████████
+wandb: 
+wandb: Run summary:
+wandb: elapsed_s 899.80461
+wandb:      iter 13500
+wandb:      loss 0.70298
+wandb:        lr 0.00058
+wandb: 
+wandb: 🚀 View run 20260429T070359Z-bqrf8dk6ndppqx/adv_big_as_small at: https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces/runs/dzn9jyd9
+wandb: ⭐️ View project at: https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces
+wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)
+wandb: Find logs at: ./wandb/run-20260429_090114-dzn9jyd9/logs

runs/20260429T070359Z-bqrf8dk6ndppqx/phases/adv_big_as_small/stdout.log

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runs/20260429T070359Z-bqrf8dk6ndppqx/phases/adv_finetune_as_pretrain/nccl_c2a45438a8e3_31451.log.gz

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+W0429 09:16:41.476000 130258602984576 torch/distributed/run.py:779] 
+W0429 09:16:41.476000 130258602984576 torch/distributed/run.py:779] *****************************************
+W0429 09:16:41.476000 130258602984576 torch/distributed/run.py:779] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0429 09:16:41.476000 130258602984576 torch/distributed/run.py:779] *****************************************
+wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY.
+wandb: Currently logged in as: jasminexinzeli (yixiong_hao-georgia-institute-of-technology) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
+wandb: WARNING Using a boolean value for 'reinit' is deprecated. Use 'return_previous' or 'finish_previous' instead.
+wandb: setting up run 2wdt2936
+wandb: Tracking run with wandb version 0.26.1
+wandb: Run data is saved locally in /workspace/inspector-agents/gpu-runs/wandb/run-20260429_091644-2wdt2936
+wandb: Run `wandb offline` to turn off syncing.
+wandb: Syncing run 20260429T070359Z-bqrf8dk6ndppqx/adv_finetune_as_pretrain
+wandb: ⭐️ View project at https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces
+wandb: 🚀 View run at https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces/runs/2wdt2936
+[rank1]:[W429 09:16:49.763335263 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
+[rank0]:[W429 09:16:49.764011030 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
+wandb: uploading history steps 530-538, summary, console lines 532-540; updating run metadata
+wandb: uploading history steps 530-538, summary, console lines 532-540; uploading output.log; uploading wandb-summary.json; uploading config.yaml
+wandb: uploading history steps 530-538, summary, console lines 532-540
+wandb: uploading history steps 539-539, summary, console lines 541-541
+wandb: 
+wandb: Run history:
+wandb: elapsed_s ▁▁▁▂▂▂▂▂▂▂▃▃▃▃▃▄▄▄▄▅▅▅▆▆▆▇▇▇▇▇▇▇▇▇▇█████
+wandb:      iter ▁▁▁▁▂▂▂▂▃▃▃▃▃▃▃▃▃▃▃▄▄▄▄▄▄▅▅▅▅▅▆▆▆▆▇▇▇███
+wandb:      loss █▄▄▃▃▃▃▃▃▃▂▂▂▂▂▂▂▂▂▂▂▂▂▁▂▂▁▁▁▂▁▁▁▁▁▁▁▁▁▁
+wandb:        lr ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁
+wandb: 
+wandb: Run summary:
+wandb: elapsed_s 898.50629
+wandb:      iter 26950
+wandb:      loss 4.4498
+wandb:        lr 3e-05
+wandb: 
+wandb: 🚀 View run 20260429T070359Z-bqrf8dk6ndppqx/adv_finetune_as_pretrain at: https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces/runs/2wdt2936
+wandb: ⭐️ View project at: https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces
+wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)
+wandb: Find logs at: ./wandb/run-20260429_091644-2wdt2936/logs

runs/20260429T070359Z-bqrf8dk6ndppqx/phases/adv_finetune_as_pretrain/stdout.log

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+loading checkpoint from /workspace/inspector-agents/gpu-runs/output/runs/20260429T070359Z-bqrf8dk6ndppqx/checkpoints/gpt_tiny.pt
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runs/20260429T070359Z-bqrf8dk6ndppqx/phases/adv_train_as_infer/stderr.log

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+W0429 08:45:50.152000 123890420417664 torch/distributed/run.py:779] 
+W0429 08:45:50.152000 123890420417664 torch/distributed/run.py:779] *****************************************
+W0429 08:45:50.152000 123890420417664 torch/distributed/run.py:779] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0429 08:45:50.152000 123890420417664 torch/distributed/run.py:779] *****************************************
+wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY.
+wandb: Currently logged in as: jasminexinzeli (yixiong_hao-georgia-institute-of-technology) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
+wandb: WARNING Using a boolean value for 'reinit' is deprecated. Use 'return_previous' or 'finish_previous' instead.
+wandb: setting up run hpzwwj5b
+wandb: Tracking run with wandb version 0.26.1
+wandb: Run data is saved locally in /workspace/inspector-agents/gpu-runs/wandb/run-20260429_084553-hpzwwj5b
+wandb: Run `wandb offline` to turn off syncing.
+wandb: Syncing run 20260429T070359Z-bqrf8dk6ndppqx/adv_train_as_infer
+wandb: ⭐️ View project at https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces
+wandb: 🚀 View run at https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces/runs/hpzwwj5b
+wandb: uploading history steps 266-269, summary, console lines 267-271; updating run metadata
+wandb: uploading history steps 266-269, summary, console lines 267-271
+wandb: uploading history steps 266-269, summary, console lines 267-271; uploading output.log; uploading wandb-summary.json; uploading config.yaml
+wandb: uploading history steps 270-270, summary
+wandb: 
+wandb: Run history:
+wandb: elapsed_s ▁▁▂▂▂▂▂▂▃▃▃▃▃▃▄▄▄▄▄▄▄▄▅▅▅▅▅▅▅▆▆▆▆▇▇▇▇███
+wandb:      iter ▁▁▁▂▂▂▂▂▂▂▂▃▃▃▃▃▄▄▄▄▄▄▄▅▅▅▅▅▅▆▆▆▆▆▇▇▇▇██
+wandb:      loss █▆▆▅▄▃▃▄▃▃▃▃▃▃▃▃▂▂▃▃▂▃▂▂▂▂▂▂▂▁▂▂▁▂▂▁▁▁▁▁
+wandb:        lr ███████▇▇▇▇▇▇▇▇▇▆▆▆▅▅▅▅▅▅▄▄▄▄▄▄▃▃▃▂▂▂▂▂▁
+wandb: 
+wandb: Run summary:
+wandb: elapsed_s 898.46123
+wandb:      iter 13500
+wandb:      loss 0.85834
+wandb:        lr 0.00058
+wandb: 
+wandb: 🚀 View run 20260429T070359Z-bqrf8dk6ndppqx/adv_train_as_infer at: https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces/runs/hpzwwj5b
+wandb: ⭐️ View project at: https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces
+wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)
+wandb: Find logs at: ./wandb/run-20260429_084553-hpzwwj5b/logs

runs/20260429T070359Z-bqrf8dk6ndppqx/phases/adv_train_as_infer/stdout.log

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runs/20260429T070359Z-bqrf8dk6ndppqx/phases/honest_finetune_tiny/stderr.log

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+W0429 08:19:43.001000 134457455060096 torch/distributed/run.py:779] 
+W0429 08:19:43.001000 134457455060096 torch/distributed/run.py:779] *****************************************
+W0429 08:19:43.001000 134457455060096 torch/distributed/run.py:779] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0429 08:19:43.001000 134457455060096 torch/distributed/run.py:779] *****************************************
+wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY.
+wandb: Currently logged in as: jasminexinzeli (yixiong_hao-georgia-institute-of-technology) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
+wandb: WARNING Using a boolean value for 'reinit' is deprecated. Use 'return_previous' or 'finish_previous' instead.
+wandb: setting up run sy9ja3jr
+wandb: Tracking run with wandb version 0.26.1
+wandb: Run data is saved locally in /workspace/inspector-agents/gpu-runs/wandb/run-20260429_081945-sy9ja3jr
+wandb: Run `wandb offline` to turn off syncing.
+wandb: Syncing run 20260429T070359Z-bqrf8dk6ndppqx/honest_finetune_tiny
+wandb: ⭐️ View project at https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces
+wandb: 🚀 View run at https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces/runs/sy9ja3jr
+[rank0]:[W429 08:19:49.930497898 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
+[rank1]:[W429 08:19:49.934721260 reducer.cpp:1400] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
+wandb: uploading history steps 709-717, summary, console lines 711-719; updating run metadata
+wandb: uploading history steps 709-717, summary, console lines 711-719
+wandb: uploading history steps 709-717, summary, console lines 711-719; uploading wandb-summary.json; uploading config.yaml; uploading output.log
+wandb: uploading history steps 709-717, summary, console lines 711-719
+wandb: uploading history steps 718-719, summary, console lines 720-721
+wandb: 
+wandb: Run history:
+wandb: elapsed_s ▁▁▁▁▁▂▂▂▂▂▂▃▃▄▄▄▄▄▄▅▅▅▅▅▅▆▆▆▆▆▆▇▇▇▇▇▇███
+wandb:      iter ▁▁▂▂▂▂▃▃▃▃▃▃▄▄▄▄▅▅▅▅▆▆▆▆▆▆▆▇▇▇▇▇▇▇▇█████
+wandb:      loss █▇▆▆▆▅▅▅▄▄▄▃▃▃▃▃▃▃▃▃▂▂▂▂▂▂▂▂▂▂▂▁▁▁▂▂▁▂▁▁
+wandb:        lr ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁
+wandb: 
+wandb: Run summary:
+wandb: elapsed_s 1199.91207
+wandb:      iter 35950
+wandb:      loss 4.1326
+wandb:        lr 3e-05
+wandb: 
+wandb: 🚀 View run 20260429T070359Z-bqrf8dk6ndppqx/honest_finetune_tiny at: https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces/runs/sy9ja3jr
+wandb: ⭐️ View project at: https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces
+wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)
+wandb: Find logs at: ./wandb/run-20260429_081945-sy9ja3jr/logs

runs/20260429T070359Z-bqrf8dk6ndppqx/phases/honest_finetune_tiny/stdout.log

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+loading checkpoint from /workspace/inspector-agents/gpu-runs/output/runs/20260429T070359Z-bqrf8dk6ndppqx/checkpoints/gpt_tiny.pt
+NCCL version 2.20.5+cuda12.4
+iter 0 loss 11.1804 lr 3.00e-07 elapsed 0s
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+iter 35950 loss 4.1326 lr 3.00e-05 elapsed 1200s
+stopping (--duration_s=1200.0) at iter 35955

runs/20260429T070359Z-bqrf8dk6ndppqx/phases/honest_inference_small/nccl_c2a45438a8e3_16640.log.gz

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runs/20260429T070359Z-bqrf8dk6ndppqx/phases/honest_inference_small/stderr.log

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+W0429 08:04:26.290000 127923536139392 torch/distributed/run.py:779] 
+W0429 08:04:26.290000 127923536139392 torch/distributed/run.py:779] *****************************************
+W0429 08:04:26.290000 127923536139392 torch/distributed/run.py:779] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0429 08:04:26.290000 127923536139392 torch/distributed/run.py:779] *****************************************
+wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY.
+wandb: Currently logged in as: jasminexinzeli (yixiong_hao-georgia-institute-of-technology) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
+wandb: WARNING Using a boolean value for 'reinit' is deprecated. Use 'return_previous' or 'finish_previous' instead.
+wandb: setting up run t2rzkm07
+wandb: Tracking run with wandb version 0.26.1
+wandb: Run data is saved locally in /workspace/inspector-agents/gpu-runs/wandb/run-20260429_080436-t2rzkm07
+wandb: Run `wandb offline` to turn off syncing.
+wandb: Syncing run 20260429T070359Z-bqrf8dk6ndppqx/honest_inference_small
+wandb: ⭐️ View project at https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces
+wandb: 🚀 View run at https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces/runs/t2rzkm07
+wandb: updating run metadata
+wandb: uploading output.log
+wandb: 
+wandb: Run history:
+wandb: elapsed_s ▁▁▁▁▂▂▂▂▂▃▃▃▃▃▃▃▄▄▄▄▄▅▅▅▅▅▅▅▅▆▆▇▇▇▇▇████
+wandb:  gen_runs ▁▁▁▁▁▂▂▂▂▂▂▂▃▃▃▃▃▃▃▄▄▄▄▅▅▅▅▆▆▆▆▇▇▇▇▇▇▇██
+wandb: 
+wandb: Run summary:
+wandb: elapsed_s 898.73604
+wandb:  gen_runs 1745
+wandb: 
+wandb: 🚀 View run 20260429T070359Z-bqrf8dk6ndppqx/honest_inference_small at: https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces/runs/t2rzkm07
+wandb: ⭐️ View project at: https://wandb.ai/yixiong_hao-georgia-institute-of-technology/verifier-challenge-traces
+wandb: Synced 5 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s)
+wandb: Find logs at: ./wandb/run-20260429_080436-t2rzkm07/logs

runs/20260429T070359Z-bqrf8dk6ndppqx/phases/honest_inference_small/stdout.log

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+hit --duration_s=900.0, stopping
+NCCL version 2.20.5+cuda12.4

runs/20260429T070359Z-bqrf8dk6ndppqx/phases/honest_pretrain_small/nccl_c2a45438a8e3_9745.log.gz

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