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lines changed Original file line number Diff line number Diff line change @@ -27,10 +27,10 @@ We provide configurations for three model architectures: `inception_v3`, `mobile
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2828| Model | Compression algorithm | Dataset | Accuracy (Drop) % | NNCF config file | Compression rate |
2929| :----------: | :-------------------: | :------: | :---------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------------: |
30- | MobileNet-V2 | FracBits | CIFAR100 | 67.26 (0.45) | [ mobilenet_v2_cifar100_mixed_int_fracbits_msize.json] ( examples/experimental/torch/classification /configs/mobilenet_v2_cifar100_mixed_int_fracbits_msize.json) | 1.5 |
31- | Inception-V3 | FracBits | ImageNet | 78.16 (-0.82) | [ inception_v3_imagenet_mixed_int_fracbits_msize.json] ( examples/experimental/torch/classification /configs/inception_v3_imagenet_mixed_int_fracbits_msize.json) | 1.51 |
32- | MobileNet-V2 | FracBits | ImageNet | 71.19 (0.68) | [ mobilenet_v2_imagenet_mixed_int_fracbits_msize.json] ( examples/experimental/torch/classification /configs/mobilenet_v2_imagenet_mixed_int_fracbits_msize.json) | 1.53 |
33- | ResNet-50 | FracBits | ImageNet | 76.12 (0.04) | [ resnet50_imagenet_mixed_int_fracbits_msize.json] ( examples/experimental/torch/classification /configs/resnet50_imagenet_mixed_int_fracbits_msize.json) | 1.54 |
30+ | MobileNet-V2 | FracBits | CIFAR100 | 67.26 (0.45) | [ mobilenet_v2_cifar100_mixed_int_fracbits_msize.json] ( . /configs/mobilenet_v2_cifar100_mixed_int_fracbits_msize.json) | 1.5 |
31+ | Inception-V3 | FracBits | ImageNet | 78.16 (-0.82) | [ inception_v3_imagenet_mixed_int_fracbits_msize.json] ( . /configs/inception_v3_imagenet_mixed_int_fracbits_msize.json) | 1.51 |
32+ | MobileNet-V2 | FracBits | ImageNet | 71.19 (0.68) | [ mobilenet_v2_imagenet_mixed_int_fracbits_msize.json] ( . /configs/mobilenet_v2_imagenet_mixed_int_fracbits_msize.json) | 1.53 |
33+ | ResNet-50 | FracBits | ImageNet | 76.12 (0.04) | [ resnet50_imagenet_mixed_int_fracbits_msize.json] ( . /configs/resnet50_imagenet_mixed_int_fracbits_msize.json) | 1.54 |
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3535- We used a NVIDIA V100 x 8 machine to obtain all results except MobileNet-V2, CIFAR100 experiment.
3636- Model accuracy is obtained by averaging on 5 repeats.
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