Add Support for Final Validation After Fine-Tuning - #116

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Geo99pro wants to merge 31 commits into

opendatalab:mainfrom

Geo99pro:feature/final-validation-after-finetuning

Commits on Mar 24, 2025

fix:Update NCCL environment variable and improve AMP usage in training loop
Geo99pro
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c58f32e
fix: Add conditional batch normalization to dilated convolution in DilatedBlock
Geo99pro
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fbffec7
fix: Update autocast usage in check_train_batch_size function for improved compatibility
Geo99pro
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ebc4c45
fix: Update autocast usage in check_amp function for improved compatibility with PyTorch
Geo99pro
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f24bc62
fix: Update autocast usage in VarifocalLoss for improved compatibility with PyTorch
Geo99pro
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48106f5
fix: Add FP16 conversion function for model optimization in torch_utils
Geo99pro
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1ec3dae
fix: Update environment variable for NCCL blocking wait and adjust autocast usage in trainer
Geo99pro
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e13be8b
fix: Simplify dilated convolution by always applying batch normalization
Geo99pro
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0d6735c
fix: Update autocast usage in check_train_batch_size for improved compatibility with PyTorch
Geo99pro
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899d4f0
fix: Update autocast usage in check_amp function for improved compatibility with PyTorch
Geo99pro
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e98471a
fix: Update autocast usage in VarifocalLoss to improve compatibility with PyTorch
Geo99pro
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01334b6
refactor: Remove convert_to_fp16 function and streamline model handling in strip_optimizer
Geo99pro
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fcf431f
fix: Update environment variable for NCCL blocking wait and improve autocast usage in training loop
Geo99pro
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5bcbb15
fix: Enhance dilated_conv method to conditionally apply batch normalization before activation
Geo99pro
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2d49145
fix: Update autocast usage in check_train_batch_size for improved compatibility with PyTorch
Geo99pro
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615db39
fix: Update autocast usage in check_amp function for improved compatibility with PyTorch
Geo99pro
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e7e1479
fix: Update autocast usage in VarifocalLoss to align with PyTorch best practices
Geo99pro
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909ef27
fix: Add convert_to_fp16 function for model half precision conversion
Geo99pro
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88eaaa6
feat: Add Dockerfile for environment setup with CUDA 11.8 and Python 3.9
Geo99pro
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015f105

Commits on Mar 27, 2025

fix: Update Dockerfile to authorize reading and writing to the home directory
Geo99pro
committed
d0ad89f
fix: Refactor autocast usage in BaseTrainer for improved compatibility with PyTorch
Geo99pro
committed
916c7b2
fix: Update autocast usage in check_train_batch_size for improved clarity and compatibility
Geo99pro
committed
7314f9a
fix: Update autocast usage in check_amp for improved clarity and compatibility with PyTorch
Geo99pro
committed
6b95b99
fix: Update autocast usage in VarifocalLoss for improved clarity and compatibility with PyTorch
Geo99pro
committed
74ba0b2
fix: Update Dockerfile to copy entire project directory for improved build context
Geo99pro
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7ba2a65

Commits on Mar 28, 2025

fix: Update torch.load to include weights_only parameter for improved model loading
Geo99pro
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caa205a
fix: Update Dockerfile to change HOME environment variable and streamline Python installation
Geo99pro
committed
6e7d25a

Commits on Apr 11, 2025