X2paddle

What's Changed
* [Bug]Fixed ONNXDecoder by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/939
* Add ONNX2Paddle for visualdl by rainyfly in https://github.com/PaddlePaddle/X2Paddle/pull/954
* [Bug]Support YOLOv8-cls by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/952

New Contributors
* rainyfly made their first contribution in https://github.com/PaddlePaddle/X2Paddle/pull/954

What's Changed
* Add input_shape_dict and rm raw_input by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/899
* Fixed ToPILImage && rm SymbolicShapeInference by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/903
* Support GFPGAN by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/906
* Add FastDeploy YOLOv5/v6/v7 demo in readme by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/911
* Updated torch.nn.utils.clip_grad_value_.md by PommesPeter in https://github.com/PaddlePaddle/X2Paddle/pull/918
* [Bug] Fixed ONNX Gemm bug by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/917
* [Bug] Fixed typo error by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/920
* Support fmod=1 in Mod OP by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/921
* Fixed NonZero bug by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/922
* add optim by AndPuQing in https://github.com/PaddlePaddle/X2Paddle/pull/927
* Support YOLOv8 for dynamic shape by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/931

New Contributors
* PommesPeter made their first contribution in https://github.com/PaddlePaddle/X2Paddle/pull/918
* AndPuQing made their first contribution in https://github.com/PaddlePaddle/X2Paddle/pull/927

What's Changed
* Support 7-15 ONNX opset version by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/838
* Modify opset7~15 inheritance relationship by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/843
* Add autoscan test by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/836
* Add autoscan test for Elementwise ops by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/854
* Add_test_abs by qqj1130247885 in https://github.com/PaddlePaddle/X2Paddle/pull/859
* Add logical and compare ops by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/855
* Fixed torch pad by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/863
* Solve the overload problem by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/865
* Add AveragePool tests by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/872
* Add Reduce_ops and HardSigmoid by qqj1130247885 in https://github.com/PaddlePaddle/X2Paddle/pull/867
* Add isinf by qqj1130247885 in https://github.com/PaddlePaddle/X2Paddle/pull/868
* Add IsNaN by qqj1130247885 in https://github.com/PaddlePaddle/X2Paddle/pull/869
* Add Sum by qqj1130247885 in https://github.com/PaddlePaddle/X2Paddle/pull/873
* Fixed Readme by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/879
* Fixed reduce tests bug by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/880
* Set enable_code_optim default to False by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/889

What's Changed
* Add HuggingFace Model Conversion Tutorial by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/823
* Add aten::upsample_trilinear3d by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/817
* Fixed misspell by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/821
* Add sysmpy in requirment by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/824
* Fixed Misspell by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/829
* Fixed rename bug by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/820
* Fix ONNX resize op by qqj1130247885 in https://github.com/PaddlePaddle/X2Paddle/pull/830
* Fix bug in docs directory about code combination of save_image by ZoruaSama in https://github.com/PaddlePaddle/X2Paddle/pull/833
* Remove scale for add by wjj19950828 in https://github.com/PaddlePaddle/X2Paddle/pull/835

New Contributors
* qqj1130247885 made their first contribution in https://github.com/PaddlePaddle/X2Paddle/pull/830
* ZoruaSama made their first contribution in https://github.com/PaddlePaddle/X2Paddle/pull/833

**Full Changelog**: https://github.com/PaddlePaddle/X2Paddle/compare/v1.3.7...v1.3.8

新增功能
- 全面支持 HuggingFace 模型，包括Bert、Albert等热点模型以及对应不同任务类型，共55种 TorchScript 以及40种 ONNX 模型
- 针对 Bert结构 ONNX模型，新增 Gelu pass，预测速度提升20%以上 https://github.com/PaddlePaddle/X2Paddle/pull/809
- 针对 Bert结构 ONNX模型，新增 div2scale pass，使其命中PaddleInference multihead_matmul_fuse_pass，性能提升30%以上 https://github.com/PaddlePaddle/X2Paddle/pull/813

新增模型支持
PyTorch->Paddle
- [MobileNetv3](https://arxiv.org/abs/1905.02244)
- [HuggingFace T5](https://huggingface.co/docs/transformers/model_doc/t5#transformers.T5Model)
- [HuggingFace Marian](https://huggingface.co/docs/transformers/model_doc/marian#transformers.MarianModel)
- [HuggingFace Bart](https://huggingface.co/docs/transformers/model_doc/bart#transformers.BartModel)
- [HuggingFace wav2vec2](https://huggingface.co/docs/transformers/model_doc/wav2vec2#transformers.Wav2Vec2Model)
- [HuggingFace BigBird](https://huggingface.co/docs/transformers/model_doc/big_bird#transformers.BigBirdModel)

ONNX->Paddle
- [HuggingFace Roberta](https://huggingface.co/docs/transformers/model_doc/roberta#transformers.RobertaModel)
- [HuggingFace XLM-Roberta](https://huggingface.co/docs/transformers/model_doc/xlm-roberta#transformers.XLMRobertaModel)
- [HuggingFace T5](https://huggingface.co/docs/transformers/model_doc/t5#transformers.T5Model)
- [HuggingFace GPT2](https://huggingface.co/docs/transformers/model_doc/gpt2#transformers.GPT2Model)
- [HuggingFace Marian](https://huggingface.co/docs/transformers/model_doc/marian#transformers.MarianModel)


新增op
- 新增PyTorch op（7个）：aten::rsqrt、aten::replication_pad1d、aten::full、 aten::group_norm、aten::argmax、aten::copy、aten::linear https://github.com/PaddlePaddle/X2Paddle/pull/783 https://github.com/PaddlePaddle/X2Paddle/pull/781 https://github.com/PaddlePaddle/X2Paddle/pull/786 https://github.com/PaddlePaddle/X2Paddle/pull/791 https://github.com/PaddlePaddle/X2Paddle/pull/789 https://github.com/PaddlePaddle/X2Paddle/pull/769
- 新增ONNX op（2个）：CumSum 、LessOrEqual https://github.com/PaddlePaddle/X2Paddle/pull/793 https://github.com/PaddlePaddle/X2Paddle/pull/794
修复op
- 修复PyTorch op（2个）：aten::masked_fill、aten::index https://github.com/PaddlePaddle/X2Paddle/pull/786 https://github.com/PaddlePaddle/X2Paddle/pull/787
- 修复ONNX op（12个）：ConvTranspose 、Unsqueeze 、MatMul 、Gather 、Slice 、Squeeze 、Flatten、Constant 、ConstantOfShape 、Where 、Topk、NonZero https://github.com/PaddlePaddle/X2Paddle/pull/792 https://github.com/PaddlePaddle/X2Paddle/pull/794 https://github.com/PaddlePaddle/X2Paddle/pull/796 https://github.com/PaddlePaddle/X2Paddle/pull/797 https://github.com/PaddlePaddle/X2Paddle/pull/805 https://github.com/PaddlePaddle/X2Paddle/pull/808

修复功能
- 修复LN fuser pass https://github.com/PaddlePaddle/X2Paddle/pull/777
- 修复Linear fuser pass https://github.com/PaddlePaddle/X2Paddle/pull/800

其他
- 在转换完成之后添加问卷链接 https://github.com/PaddlePaddle/X2Paddle/pull/801
- 清除paddle.fluid接口 https://github.com/PaddlePaddle/X2Paddle/pull/806

新增功能
- 新增转换记录统计功能 https://github.com/PaddlePaddle/X2Paddle/pull/766
- 针对 ONNX Transformer 模型，新增 LayerNorm pass，优化预测速度 https://github.com/PaddlePaddle/X2Paddle/pull/761
- HuggingFace 参数迁移功能 https://github.com/PaddlePaddle/X2Paddle/pull/748
新增模型支持
PyTorch->Paddle
- 图像修复算法：[Saicinpainting_LaMa](https://github.com/saic-mdal/lama)
ONNX->Paddle
- SOTA backbone：[SwinTransformer](https://github.com/open-mmlab/mmdetection/tree/master/configs/swin)
- 关键点检测算法：[Blazepose](https://arxiv.org/abs/2006.10204)
Caffe->Paddle
- 视频分割算法：[SegFlow](https://github.com/JingchunCheng/SegFlow)
TensorFlow->Paddle
- 图像生成算法：[Pix2Pix](https://github.com/affinelayer/pix2pix-tensorflow)
新增op
- 新增PyTorch op（5个）：aten::complex、aten::real、aten::imag、aten::fft_rfftn、aten::fft_irfftn https://github.com/PaddlePaddle/X2Paddle/pull/729
- 新增ONNX op（5个）：Sin、Cos、Neg、SpaceToDepth、GatherElement https://github.com/PaddlePaddle/X2Paddle/pull/723
- 新增PyTorch-Paddle api（2个）：gather、scatter https://github.com/PaddlePaddle/X2Paddle/pull/726 https://github.com/PaddlePaddle/X2Paddle/pull/730
修复op
- 修复PyTorch op（1个）：aten::_convolution https://github.com/PaddlePaddle/X2Paddle/pull/725
- 修复ONNX op（7个）：pad、resize、Upsample 、Gather 、Slice 、convtranspose 、Split https://github.com/PaddlePaddle/X2Paddle/pull/716 https://github.com/PaddlePaddle/X2Paddle/pull/720 https://github.com/PaddlePaddle/X2Paddle/pull/722 https://github.com/PaddlePaddle/X2Paddle/pull/723 https://github.com/PaddlePaddle/X2Paddle/pull/749 https://github.com/PaddlePaddle/X2Paddle/pull/751
- 修复Caffe op（3个）：scale、crop、Pow https://github.com/PaddlePaddle/X2Paddle/pull/721 https://github.com/PaddlePaddle/X2Paddle/pull/757
- 修复TensorFlow（3个）：FusedBatchNorm、SpaceToBatchND、BatchToSpaceND https://github.com/PaddlePaddle/X2Paddle/pull/738 https://github.com/PaddlePaddle/X2Paddle/pull/741
修复功能
- 优化转换过程中的 log 提示 https://github.com/PaddlePaddle/X2Paddle/pull/764
- 更新外部框架一键转换为 Paddle Lite 模型文档，新增lite_valid_places选择类型 https://github.com/PaddlePaddle/X2Paddle/pull/758
- PyTorch2Paddle 动态shape转换指引 https://github.com/PaddlePaddle/X2Paddle/pull/732
Contributors
- Thanks to external developers for their contributions to open source projects！geoyee HUSTLX