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@jianfeifeng jianfeifeng released this 07 Apr 06:34
· 162 commits to master since this release
v1.2.0
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Added

  • Support x86 compilation and cross-compialtion for ios/android on MacOs
  • Support x86 compilation and cross-compilation for android on Windows
  • Support MTK armv7 cross compilation toolchains on Linux by using linux-armv7_blank target
  • Add Gitbook for user reference
  • Support image nearest Resize and align_corners Resize
  • Support more graph optimizations : Transpose+Concat+Transpose, Padding+Transpose, HardSwish-Fusion, Relu6-Fusion, Resize-Fusion, SwapTransposeEltwise, SwapPadTranspose, Convolution+Eltwise, Transpose+Matmul
  • Support more operators: 3D-convolution, Where, SoftPlus, Exp, Split, Tdnn, Dropout, TopK, SpaceToBatchNd, BatchToSpaceNd, Abs, Equal, Sign, Resize(more mode)
  • Support more networks on CPU: Reactnet, Tdnn, ShuffleNet, DenseNet, Hrnet, Efficientnet, Noah KWS2.0
  • Support more networks on mali GPU : TinyBert, nmt
  • Add more kit android/iOS demos : Simple-Image-Classification, Image-SuperResolution, Image-Classification
  • Support float16, int8 model storage on any hardware
  • Add Flow Java API

Changed

  • Change install, GPU library process shell script
  • Optimize TfSlice with 75%+ speed-up on cpu
  • Optimize Concat with 50%+ speed-up on cpu
  • Optimize Deconvolution with 10%+ speed-up on cpu
  • Optimize YoloDetection network with 15%+ speed-up on cpu
  • Optimize resnet50 from 90ms+ to 70ms+ on x86, faster than openvino
  • Optimize mobilenet v1/v2 with 10%+ speed-up on x86
  • Optimize tts-melgan network from 200ms+ to 160ms on x86
  • Optimize model read time
  • Change Java API package name and use com.huawei.noah, split single API file to 6 files.

Fixed

  • Fix length of op/tensor name > 128 not-supporting bug
  • Fix Caffe input dims extraction bug
  • Fix Concat with single input in onnx converter
  • Fix padding(nhwc) not-supporting bug
  • Fix relu6 insertion in tflite converter
  • Fix GRU, LSTM LBR_GRU model converter and inference bug
  • Fix X86 convolution, fully connected operators inference bug

Removed

  • Remove third party library FFTW and using FFTS for ASR example
Assets 2
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