[新功能] 自MLab HomePod 2.0 pro以来pytorch的更新

[gemfield]

• 0dc40474fe Peter Bell Tue Jul 6 19:05:39 2021 -0700 Migrate glu from the THC to ATen (CUDA) (#61153);备注：glu是GatedLinearUnit；
• a69e947ffd Freey0 Wed Jul 7 07:42:49 2021 -0700 avg_pool3d_backward: Port to structured (#59084)
• 45ce26c397 Xue Haotian Wed Jul 7 12:32:43 2021 -0700 Port isposinf & isneginf kernel to structured kernels (#60633)
• baa518e2f6 Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add Int32 support for NNAPI (#59365)
• cf285d8eea Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::slice NNAPI converter (#59364)
• d26372794a Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::detach NNAPI converter (#58543)
• 0be228dd5f Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::flatten NNAPI converter (#60885)
• b297f65b66 Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::div NNAPI converter (#58541)
• eab18a9a40 Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::to NNAPI converter (#58540)
• 14d604a13e Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::softmax NNAPI converter (#58539)
• 179b3ab88c Xiao Wang Wed Jul 7 20:45:42 2021 -0700 [cuDNN] Enable cudnn_batchnorm_spatial_persistent for BatchNorm3d channels_last_3d (#59129)

[gemfield]

• a74516d699 Don Jang Thu Jul 8 17:28:19 2021 -0700 [static runtime] implement aten::log (#61393)
• 57676ce128 Peter Bell Sat Jul 10 18:47:31 2021 -0700 Migrate multi_margin_loss to ATen (CUDA) (#61426)
• 28150fd0c8 Mike Iovine Fri Jul 16 08:54:25 2021 -0700 [static_runtime] Implement aten::linear (#61595)
• 9776e1ff2f Peter Bell Tue Jul 27 16:50:19 2021 -0700 Migrate thnn_conv_depthwise2d from THC to ATen (#62281)
• c06b6e445f Nikita Shulga Tue Jul 27 22:40:19 2021 -0700 Build M1 binaries with PocketFFT (#62222)
• 6b02ad5f82 Shiyan Deng Tue Aug 3 09:42:57 2021 -0700 [fx2trt] Dynamic shape inference support
• 3f43a8b9a3 Hanton Yang Fri Aug 13 16:20:22 2021 -0700 [iOS] Add LibTorch-Lite-Nightly pod (#63239)
• f8e217a17e Kefei Lu Fri Aug 13 16:57:47 2021 -0700 refactor fx2trt example script so it can be imported as a library (#63262)
• 3aecec609f Amy He Tue Aug 17 10:31:02 2021 -0700 Move Android Nnapi srcs from aten_native_cpu to aten_cpu (#62919)
• 560cd88195 Peter Bell Mon Aug 23 12:05:51 2021 -0700 Kill THCUNN (#63429)

[gemfield]

• c19bd05e84 Peter Bell Thu Sep 2 17:43:59 2021 -0700 THC: Cleanup dead code (#64441)
• 6831d8e379 Ansley Ussery Fri Sep 3 06:10:37 2021 -0700 Support Union in TorchScript (#64234)
• 0a1aaff0de Natalia Gimelshein Mon Sep 6 21:24:38 2021 -0700 Remove dead code from THC (THCApply.cuh) (#64559)
• 52ff9bc639 Tao Xu Tue Sep 7 15:36:11 2021 -0700 [iOS][Metal] Add aten:hardswish (#64588)
• 96cb05b49a Zhengxu Chen Thu Sep 16 11:23:11 2021 -0700 Introduce tensorRT as builtin module for torch::deploy. (#63818)
• a8d7b885c5 Tao Xu Fri Sep 17 09:16:39 2021 -0700 [CoreML][iOS/MacOS] Add the CoreML executor (#64522)
• 1d681c1ab2 Peter Bell Wed Sep 29 09:26:05 2021 -0700 Migrate THCThrustAllocator to ATen (#65492)
• 0dd1b74a5b Natalia Gimelshein Wed Sep 29 12:37:39 2021 -0700 Migrate THCScanUtils to ATen (#65743)
• 5349ea921b Natalia Gimelshein Wed Sep 29 20:35:18 2021 -0700 Migrate THCIntegerDivider.cuh to ATen (#65745)
• 8eb85b5027 Peter Bell Tue Oct 12 22:02:30 2021 -0700 Remove THCNumerics (#66388)
• 80a3619823 Peter Bell Tue Oct 12 22:58:07 2021 -0700 Remove THCTensorMathReduce.cuh (#66389)
• 8637556d23 Peter Bell Mon Oct 18 12:09:10 2021 -0700 Migrate THCState to ATen (#66765)

[gemfield]

• b3bb234e16 Peter Bell Tue Oct 19 16:07:39 2021 -0700 Remove THCGeneral.cpp (#66766)
• 8beabffac3 Pavithran Ramachandran Wed Oct 20 20:40:12 2021 -0700 [PyTorchEdge] Make aten function common to aten and torch_common (#66663)
• f8f04d5424 Jerry Zhang Wed Oct 20 19:11:54 2021 -0700 [quant][graphmode][fx] Add support for single linear and conv2d (#66950)