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train.log

@@ -6441,3 +6441,124 @@ Step 25600: grad_norm=0.0391, loss=0.0066, param_norm=1806.0114
 22:44:38.635 [I] Progress on: 31.9kit/32.0kit rate:1.4s/it remaining:01:47 elapsed:12:12:29 postfix:- (11346:tqdm_logging.py:145)
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+22:45:11.366 [I] Progress on: 31.9kit/32.0kit rate:1.4s/it remaining:01:14 elapsed:12:13:01 postfix:- (11346:tqdm_logging.py:145)
+22:45:22.328 [I] Progress on: 32.0kit/32.0kit rate:1.4s/it remaining:01:03 elapsed:12:13:12 postfix:- (11346:tqdm_logging.py:145)
+22:45:33.203 [I] Progress on: 32.0kit/32.0kit rate:1.4s/it remaining:00:52 elapsed:12:13:23 postfix:- (11346:tqdm_logging.py:145)
+22:45:44.181 [I] Progress on: 32.0kit/32.0kit rate:1.4s/it remaining:00:42 elapsed:12:13:34 postfix:- (11346:tqdm_logging.py:145)
+22:45:55.062 [I] Progress on: 32.0kit/32.0kit rate:1.4s/it remaining:00:31 elapsed:12:13:45 postfix:- (11346:tqdm_logging.py:145)
+22:46:06.029 [I] Progress on: 32.0kit/32.0kit rate:1.4s/it remaining:00:20 elapsed:12:13:56 postfix:- (11346:tqdm_logging.py:145)
+22:46:16.911 [I] Progress on: 32.0kit/32.0kit rate:1.4s/it remaining:00:09 elapsed:12:14:07 postfix:- (11346:tqdm_logging.py:145)
+22:46:26.679 [I] [process=0][thread=MainThread][wait_until_finished] No Save Finalize thread to wait for. Returning. (11346:checkpoint_manager.py:1987)
+22:46:26.679 [I] [process=0] Saving checkpoint at step 31999                                      (11346:checkpoint_manager.py:1408)
+22:46:26.680 [I] [process=0] Started async saving checkpoint to /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999. (11346:async_checkpointer.py:439)
+22:46:26.689 [I] Creating tmp directory /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124 (11346:atomicity.py:144)
+22:46:26.694 [I] Creating tmp directory /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/assets.orbax-checkpoint-tmp-125 (11346:atomicity.py:144)
+22:46:26.694 [I] Creating tmp directory /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/params.orbax-checkpoint-tmp-126 (11346:atomicity.py:144)
+22:46:26.694 [I] Creating tmp directory /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/train_state.orbax-checkpoint-tmp-127 (11346:atomicity.py:144)
+22:46:26.706 [I] Transferring arrays to host memory with options: use_replica_parallel=True, enable_pinned_host_transfer=False (11346:replica_slices.py:341)
+22:46:27.745 [I] Transferring arrays to host memory with options: use_replica_parallel=True, enable_pinned_host_transfer=False (11346:replica_slices.py:341)
+22:46:27.765 [I] [process=0][thread=array_type_handler] Wrote 61 array_metadata.ArrayMetadata to /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/params.orbax-checkpoint-tmp-126/array_metadatas/process_0 (11346:array_metadata_store.py:198)
+22:46:29.360 [I] [process=0] /jax/checkpoint/write/blocking_bytes_per_sec: 3.0 GiB/s (total bytes: 7.9 GiB) (time elapsed: 2 seconds) (per-host) (11346:base_pytree_checkpoint_handler.py:114)
+22:46:29.383 [I] [process=0] /jax/checkpoint/write/blocking_bytes_per_sec: 2.4 GiB/s (total bytes: 6.5 GiB) (time elapsed: 2 seconds) (per-host) (11346:base_pytree_checkpoint_handler.py:114)
+22:46:29.389 [I] [process=0][thread=async_save] Background save thread started.                   (11346:async_checkpointer.py:77)
+22:46:29.392 [I] Finished blocking save in 2.71 seconds. Continuing to save asynchronously to /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999. (11346:async_checkpointer.py:548)
+22:46:29.395 [I] Preserving Checkpoint[step=5000 | time=2026-08-09 12:28:03.088881+00:00]: (Reason: on keep_period=5000). (11346:checkpoint_manager.py:1949)
+22:46:29.395 [I] Preserving Checkpoint[step=10000 | time=2026-08-09 14:22:24.669705+00:00]: (Reason: on keep_period=5000). (11346:checkpoint_manager.py:1949)
+22:46:29.395 [I] Preserving Checkpoint[step=15000 | time=2026-08-09 16:16:41.215147+00:00]: (Reason: on keep_period=5000). (11346:checkpoint_manager.py:1949)
+22:46:29.395 [I] Preserving Checkpoint[step=20000 | time=2026-08-09 18:11:24.109328+00:00]: (Reason: on keep_period=5000). (11346:checkpoint_manager.py:1949)
+22:46:29.395 [I] Preserving Checkpoint[step=25000 | time=2026-08-09 20:06:01.280809+00:00]: (Reason: on keep_period=5000). (11346:checkpoint_manager.py:1949)
+22:46:29.396 [I] Deleting Checkpoint[step=28000 | time=2026-08-09 21:14:45.927049+00:00]: (Reason: old checkpoint). (11346:checkpoint_manager.py:1963)
+22:46:29.396 [I] [process=0][thread=MainThread][step=31999] Starting CheckpointManager Save Finalize thread=save_finalize (11346:checkpoint_manager.py:1453)
+22:46:29.396 [I] [process=0][thread=save_finalize] Waiting for background save thread=async_save. (11346:async_checkpointer.py:258)
+22:46:29.396 [I] {'step': 31999, 'event_type': 'save', 'directory': '/workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91', 'reached_preemption': False, 'preemption_received_at': None, 'synchronous': False, 'wait_for_prev_start_time': 1786315586.679091, 'wait_for_prev_duration_secs': 0.0002703666687011719, 'checkpointer_blocking_start_time': 1786315586.6798184, 'checkpointer_blocking_duration_secs': 2.7152016162872314, 'get_old_steps_start_time': 1786315589.3950472, 'get_old_steps_duration_secs': 0.0010514259338378906, 'checkpoint_manager_blocking_start_time': 1786315586.6788056, 'checkpoint_manager_blocking_duration_secs': 2.7181029319763184} (11346:standard_logger.py:34)
+22:46:29.397 [I] Progress on: 32.0kit/32.0kit rate:2.2s/it remaining:00:00 elapsed:12:14:19 postfix:- (11346:tqdm_logging.py:145)
+22:46:29.398 [I] Progress on: 32.0kit/32.0kit rate:2.2s/it remaining:00:00 elapsed:12:14:19 postfix:- (11346:tqdm_logging.py:145)
+22:46:29.430 [I] [process=0][thread=array_type_handler] Wrote 107 array_metadata.ArrayMetadata to /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/train_state.orbax-checkpoint-tmp-127/array_metadatas/process_0 (11346:array_metadata_store.py:198)
+22:46:29.453 [I] Waiting for checkpoint manager to finish                                         (11346:train.py:324)
+22:46:29.454 [I] [process=0][thread=MainThread][step=31999][wait_until_finished] Waiting for Save Finalize thread (save_finalize) to complete. (11346:checkpoint_manager.py:1998)
+22:46:32.843 [I] [process=0] /jax/checkpoint/write/bytes_per_sec: 1.3 GiB/s (total bytes: 7.9 GiB) (time elapsed: 6 seconds) (per-host) (11346:base_pytree_checkpoint_handler.py:114)
+22:46:32.843 [I] [process=0] /jax/checkpoint/write/bytes_per_sec: 1.1 GiB/s (total bytes: 6.5 GiB) (time elapsed: 6 seconds) (per-host) (11346:base_pytree_checkpoint_handler.py:114)
+22:46:32.843 [I] [process=0][thread=async_save] 5 Handler Commit operations completed.            (11346:async_checkpointer.py:87)
+22:46:32.844 [I] Renaming /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/assets.orbax-checkpoint-tmp-125 to /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/assets (11346:atomicity.py:289)
+22:46:32.845 [I] [process=0][thread=async_save] Skipped cross-host ArrayMetadata validation because only one process is found: process_index=0. (11346:array_metadata_store.py:362)
+22:46:32.848 [I] Renaming /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/train_state.orbax-checkpoint-tmp-127 to /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/train_state (11346:atomicity.py:289)
+22:46:32.850 [I] [process=0][thread=async_save] Skipped cross-host ArrayMetadata validation because only one process is found: process_index=0. (11346:array_metadata_store.py:362)
+22:46:32.852 [I] Renaming /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/params.orbax-checkpoint-tmp-126 to /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124/params (11346:atomicity.py:289)
+22:46:32.852 [I] Renaming /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999.orbax-checkpoint-tmp-124 to /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999 (11346:atomicity.py:289)
+22:46:32.853 [I] [process=0][thread=async_save] Finished saving checkpoint (finalized tmp dir) to `/workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999`. (11346:atomicity.py:573)
+22:46:32.853 [I] Finished asynchronous save (blocking + background) in 6.17 seconds to /workspace/openpi/checkpoints/pi05_yam7h_ea/run_ax91/31999 (11346:async_checkpointer.py:412)
+22:46:32.853 [I] [process=0][thread=async_save] Background save thread done.                      (11346:async_checkpointer.py:143)
+22:46:32.853 [I] [process=0][thread=save_finalize] Done with waiting for background save thread=async_save. (11346:async_checkpointer.py:266)
+22:46:32.853 [I] [process=0][thread=save_finalize] No errors found in background save thread=async_save. (11346:async_checkpointer.py:276)
+22:46:33.536 [I] Deleted step 28000.                                                              (11346:deleter.py:114)
+22:46:33.537 [I] [process=0][thread=save_finalize][step=31999] CheckpointManager Save Finalize is syncing with other hosts... (11346:checkpoint_manager.py:2095)
+22:46:33.537 [I] [process=0][thread=save_finalize][step=31999] CheckpointManager Save Finalize is done on all hosts. (11346:checkpoint_manager.py:2110)
+22:46:33.537 [I] [process=0][thread=MainThread][step=31999][wait_until_finished] Done waiting for Save Finalize thread (save_finalize) running at step=31999. (11346:checkpoint_manager.py:2010)
+Step 25700: grad_norm=0.0408, loss=0.0066, param_norm=1806.0122
+Step 25800: grad_norm=0.0402, loss=0.0065, param_norm=1806.0134
+Step 25900: grad_norm=0.0380, loss=0.0063, param_norm=1806.0144
+Step 26000: grad_norm=0.0422, loss=0.0065, param_norm=1806.0153
+Step 26100: grad_norm=0.0396, loss=0.0065, param_norm=1806.0162
+Step 26200: grad_norm=0.0409, loss=0.0064, param_norm=1806.0173
+Step 26300: grad_norm=0.0399, loss=0.0063, param_norm=1806.0178
+Step 26400: grad_norm=0.0411, loss=0.0066, param_norm=1806.0192
+Step 26500: grad_norm=0.0383, loss=0.0061, param_norm=1806.0203
+Step 26600: grad_norm=0.0384, loss=0.0063, param_norm=1806.0212
+Step 26700: grad_norm=0.0389, loss=0.0063, param_norm=1806.0223
+Step 26800: grad_norm=0.0413, loss=0.0065, param_norm=1806.0229
+Step 26900: grad_norm=0.0387, loss=0.0060, param_norm=1806.0238
+Step 27000: grad_norm=0.0395, loss=0.0062, param_norm=1806.0247
+Step 27100: grad_norm=0.0372, loss=0.0061, param_norm=1806.0256
+Step 27200: grad_norm=0.0378, loss=0.0061, param_norm=1806.0266
+Step 27300: grad_norm=0.0411, loss=0.0062, param_norm=1806.0269
+Step 27400: grad_norm=0.0378, loss=0.0062, param_norm=1806.0275
+Step 27500: grad_norm=0.0382, loss=0.0059, param_norm=1806.0281
+Step 27600: grad_norm=0.0355, loss=0.0059, param_norm=1806.0291
+Step 27700: grad_norm=0.0398, loss=0.0061, param_norm=1806.0294
+Step 27800: grad_norm=0.0386, loss=0.0061, param_norm=1806.0305
+Step 27900: grad_norm=0.0421, loss=0.0061, param_norm=1806.0312
+Step 28000: grad_norm=0.0386, loss=0.0061, param_norm=1806.0317
+Step 28100: grad_norm=0.0392, loss=0.0060, param_norm=1806.0323
+Step 28200: grad_norm=0.0383, loss=0.0062, param_norm=1806.0331
+Step 28300: grad_norm=0.0379, loss=0.0060, param_norm=1806.0333
+Step 28400: grad_norm=0.0392, loss=0.0062, param_norm=1806.0339
+Step 28500: grad_norm=0.0402, loss=0.0060, param_norm=1806.0342
+Step 28600: grad_norm=0.0378, loss=0.0059, param_norm=1806.0350
+Step 28700: grad_norm=0.0510, loss=0.0062, param_norm=1806.0358
+Step 28800: grad_norm=0.0375, loss=0.0060, param_norm=1806.0363
+Step 28900: grad_norm=0.0386, loss=0.0062, param_norm=1806.0369
+Step 29000: grad_norm=0.0386, loss=0.0059, param_norm=1806.0372
+Step 29100: grad_norm=0.0373, loss=0.0059, param_norm=1806.0378
+Step 29200: grad_norm=0.0399, loss=0.0061, param_norm=1806.0381
+Step 29300: grad_norm=0.0370, loss=0.0060, param_norm=1806.0392
+Step 29400: grad_norm=0.0384, loss=0.0060, param_norm=1806.0396
+Step 29500: grad_norm=0.0387, loss=0.0060, param_norm=1806.0403
+Step 29600: grad_norm=0.0379, loss=0.0059, param_norm=1806.0409
+Step 29700: grad_norm=0.0386, loss=0.0060, param_norm=1806.0413
+Step 29800: grad_norm=0.0376, loss=0.0058, param_norm=1806.0414
+Step 29900: grad_norm=0.0388, loss=0.0059, param_norm=1806.0422
+Step 30000: grad_norm=0.0379, loss=0.0057, param_norm=1806.0425
+Step 30100: grad_norm=0.0358, loss=0.0058, param_norm=1806.0431
+Step 30200: grad_norm=0.0387, loss=0.0059, param_norm=1806.0435
+Step 30300: grad_norm=0.0383, loss=0.0059, param_norm=1806.0441
+Step 30400: grad_norm=0.0384, loss=0.0060, param_norm=1806.0446
+Step 30500: grad_norm=0.0370, loss=0.0058, param_norm=1806.0450
+Step 30600: grad_norm=0.0377, loss=0.0058, param_norm=1806.0453
+Step 30700: grad_norm=0.0389, loss=0.0060, param_norm=1806.0459
+Step 30800: grad_norm=0.0411, loss=0.0060, param_norm=1806.0461
+Step 30900: grad_norm=0.0363, loss=0.0057, param_norm=1806.0468
+Step 31000: grad_norm=0.0386, loss=0.0058, param_norm=1806.0470
+Step 31100: grad_norm=0.0383, loss=0.0056, param_norm=1806.0479
+Step 31200: grad_norm=0.0388, loss=0.0058, param_norm=1806.0483
+Step 31300: grad_norm=0.0381, loss=0.0059, param_norm=1806.0486
+Step 31400: grad_norm=0.0451, loss=0.0056, param_norm=1806.0487
+Step 31500: grad_norm=0.0391, loss=0.0056, param_norm=1806.0491
+Step 31600: grad_norm=0.0382, loss=0.0055, param_norm=1806.0497
+Step 31700: grad_norm=0.0382, loss=0.0057, param_norm=1806.0503
+Step 31800: grad_norm=0.0392, loss=0.0058, param_norm=1806.0507
+Step 31900: grad_norm=0.0368, loss=0.0054, param_norm=1806.0508
+wandb: 
+wandb: 🚀 View run run_ax91 at: https://wandb.ai/kavinrajkr60-dsfsd/fd-studio/runs/3ztgput9
+wandb: Find logs at: wandb/run-20260809_102758-3ztgput9/logs
+It seems you are trying to upload a large folder at once. This might take some time and then fail if the folder is too large. For such cases, it is recommended to upload in smaller batches or to use `HfApi().upload_large_folder(...)`/`huggingface-cli upload-large-folder` instead. For more details, check out https://huggingface.co/docs/huggingface_hub/main/en/guides/upload#upload-a-large-folder.
+
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