08/29/2025 17:39:45 - INFO - __main__ - Distributed environment: NO
Num processes: 1
Process index: 0
Local process index: 0
Device: cuda

Mixed precision type: fp16

08/29/2025 18:09:21 - INFO - __main__ - ***** Running training *****
08/29/2025 18:09:21 - INFO - __main__ -   Num examples = 591753
08/29/2025 18:09:21 - INFO - __main__ -   Num batches each epoch = 18493
08/29/2025 18:09:21 - INFO - __main__ -   Num Epochs = 11
08/29/2025 18:09:21 - INFO - __main__ -   Instantaneous batch size per device = 32
08/29/2025 18:09:21 - INFO - __main__ -   Total train batch size (w. parallel, distributed & accumulation) = 128
08/29/2025 18:09:21 - INFO - __main__ -   Gradient Accumulation steps = 4
08/29/2025 18:09:21 - INFO - __main__ -   Total optimization steps = 50000
08/29/2025 18:11:40 - INFO - __main__ - Epoch: 1 Step: 1 Loss: 0.053776
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08/30/2025 00:33:48 - INFO - __main__ - Epoch: 1 Step: 4000 Loss: 0.050838
08/30/2025 00:33:48 - INFO - accelerate.accelerator - Saving current state to RESULTS/depth_leres/checkpoint-1000
08/30/2025 00:33:57 - INFO - accelerate.checkpointing - Optimizer state saved in RESULTS/depth_leres/checkpoint-1000/optimizer.bin
08/30/2025 00:33:57 - INFO - accelerate.checkpointing - Scheduler state saved in RESULTS/depth_leres/checkpoint-1000/scheduler.bin
08/30/2025 00:33:57 - INFO - accelerate.checkpointing - Sampler state for dataloader 0 saved in RESULTS/depth_leres/checkpoint-1000/sampler.bin
08/30/2025 00:33:57 - INFO - accelerate.checkpointing - Gradient scaler state saved in RESULTS/depth_leres/checkpoint-1000/scaler.pt
08/30/2025 00:33:57 - INFO - accelerate.checkpointing - Random states saved in RESULTS/depth_leres/checkpoint-1000/random_states_0.pkl
08/30/2025 00:33:57 - INFO - __main__ - Saved state to RESULTS/depth_leres/checkpoint-1000
08/30/2025 00:33:59 - INFO - __main__ - Epoch: 1 Step: 4001 Loss: 0.034340
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08/30/2025 09:07:21 - INFO - accelerate.accelerator - Saving current state to RESULTS/depth_leres/checkpoint-2000
08/30/2025 09:07:25 - INFO - accelerate.checkpointing - Optimizer state saved in RESULTS/depth_leres/checkpoint-2000/optimizer.bin
08/30/2025 09:07:25 - INFO - accelerate.checkpointing - Scheduler state saved in RESULTS/depth_leres/checkpoint-2000/scheduler.bin
08/30/2025 09:07:25 - INFO - accelerate.checkpointing - Sampler state for dataloader 0 saved in RESULTS/depth_leres/checkpoint-2000/sampler.bin
08/30/2025 09:07:25 - INFO - accelerate.checkpointing - Gradient scaler state saved in RESULTS/depth_leres/checkpoint-2000/scaler.pt
08/30/2025 09:07:25 - INFO - accelerate.checkpointing - Random states saved in RESULTS/depth_leres/checkpoint-2000/random_states_0.pkl
08/30/2025 09:07:25 - INFO - __main__ - Saved state to RESULTS/depth_leres/checkpoint-2000
08/30/2025 09:07:27 - INFO - __main__ - Epoch: 1 Step: 8001 Loss: 0.046354
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08/30/2025 21:14:41 - INFO - __main__ - Epoch: 1 Step: 11997 Loss: 0.060708
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08/30/2025 21:15:48 - INFO - __main__ - Epoch: 1 Step: 12000 Loss: 0.054685
08/30/2025 21:15:48 - INFO - accelerate.accelerator - Saving current state to RESULTS/depth_leres/checkpoint-3000
08/30/2025 21:15:53 - INFO - accelerate.checkpointing - Optimizer state saved in RESULTS/depth_leres/checkpoint-3000/optimizer.bin
08/30/2025 21:15:53 - INFO - accelerate.checkpointing - Scheduler state saved in RESULTS/depth_leres/checkpoint-3000/scheduler.bin
08/30/2025 21:15:53 - INFO - accelerate.checkpointing - Sampler state for dataloader 0 saved in RESULTS/depth_leres/checkpoint-3000/sampler.bin
08/30/2025 21:15:53 - INFO - accelerate.checkpointing - Gradient scaler state saved in RESULTS/depth_leres/checkpoint-3000/scaler.pt
08/30/2025 21:15:53 - INFO - accelerate.checkpointing - Random states saved in RESULTS/depth_leres/checkpoint-3000/random_states_0.pkl
08/30/2025 21:15:53 - INFO - __main__ - Saved state to RESULTS/depth_leres/checkpoint-3000
08/30/2025 21:16:04 - INFO - __main__ - Epoch: 1 Step: 12001 Loss: 0.073243
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