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Training with quantization (#8)
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- .gitignore 1 addition, 0 deletions.gitignore
- apputils/checkpoint.py 23 additions, 8 deletionsapputils/checkpoint.py
- apputils/data_loaders.py 24 additions, 16 deletionsapputils/data_loaders.py
- apputils/execution_env.py 4 additions, 5 deletionsapputils/execution_env.py
- distiller/__init__.py 2 additions, 2 deletionsdistiller/__init__.py
- distiller/config.py 76 additions, 18 deletionsdistiller/config.py
- distiller/learning_rate.py 20 additions, 1 deletiondistiller/learning_rate.py
- distiller/model_summaries.py 3 additions, 20 deletionsdistiller/model_summaries.py
- distiller/policy.py 16 additions, 1 deletiondistiller/policy.py
- distiller/quantization/__init__.py 5 additions, 0 deletionsdistiller/quantization/__init__.py
- distiller/quantization/clipped_linear.py 109 additions, 0 deletionsdistiller/quantization/clipped_linear.py
- distiller/quantization/quantizer.py 123 additions, 15 deletionsdistiller/quantization/quantizer.py
- distiller/quantization/range_linear.py 2 additions, 1 deletiondistiller/quantization/range_linear.py
- distiller/scheduler.py 27 additions, 6 deletionsdistiller/scheduler.py
- examples/classifier_compression/compress_classifier.py 32 additions, 19 deletionsexamples/classifier_compression/compress_classifier.py
- examples/quantization/alexnet_bn_base_fp32.yaml 12 additions, 0 deletionsexamples/quantization/alexnet_bn_base_fp32.yaml
- examples/quantization/alexnet_bn_dorefa.yaml 37 additions, 0 deletionsexamples/quantization/alexnet_bn_dorefa.yaml
- examples/quantization/preact_resnet18_imagenet_base_fp32.yaml 12 additions, 0 deletions...ples/quantization/preact_resnet18_imagenet_base_fp32.yaml
- examples/quantization/preact_resnet18_imagenet_dorefa.yaml 37 additions, 0 deletionsexamples/quantization/preact_resnet18_imagenet_dorefa.yaml
- examples/quantization/preact_resnet20_cifar_base_fp32.yaml 12 additions, 0 deletionsexamples/quantization/preact_resnet20_cifar_base_fp32.yaml
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