Release Notes¶

2021.04.15
- Add MixNet and ReXNet pretrained models, MixNet_L's Top-1 Acc on ImageNet-1k reaches 78.6% and ReXNet_3_0 reaches 82.09%.
2021.01.27
- Add ViT and DeiT pretrained models, ViT's Top-1 Acc on ImageNet reaches 81.05%, and DeiT reaches 85.5%.
2021.01.08
- Add support for whl package and its usage, Model inference can be done by simply install paddleclas using pip.
2020.12.16
- Add support for TensorRT when using cpp inference to obain more obvious acceleration.
2020.12.06
- Add SE_HRNet_W64_C_ssld pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 84.75%.
2020.11.23
- Add GhostNet_x1_3_ssld pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 79.38%.
2020.11.09
- Add InceptionV3 architecture and pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 79.1%.

2020.10.20
- Add Res2Net50_vd_26w_4s_ssld pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 83.1%.
- Add Res2Net101_vd_26w_4s_ssld pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 83.9%.

2020.09.17
- Add HRNet_W48_C_ssld pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 83.62%.
- Add ResNet34_vd_ssld pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 79.72%.
2020.09.07
- Add HRNet_W18_C_ssld pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 81.16%.
- Add MobileNetV3_small_x0_35_ssld pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 55.55%.
2020.07.14
- Add Res2Net200_vd_26w_4s_ssld pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 85.13%.
- Add Fix_ResNet50_vd_ssld_v2 pretrained model, whose Top-1 Acc on ImageNet1k dataset reaches 84.00%.
2020.06.17
- Add English documents.
2020.06.12
- Add support for training and evaluation on Windows or CPU.
2020.05.17
- Add support for mixed precision training.
2020.05.09
- Add user guide about Paddle Serving and Paddle-Lite.
- Add benchmark about FP16/FP32 on T4 GPU.
2020.04.14
- First commit.