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RELEASE.md

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v0.10.0 (2019-01-03)

Improvements

  1. Support mixing usage of CPU and GPU.
  2. Support ONNX format.
  3. Support ARM Linux development board.
  4. Support CPU quantization.
  5. Update DSP library.
  6. Add Depthwise Deconvolution of Caffe.
  7. Add documents about debug and benchmark.
  8. Bug fixed.

Incompatible Changes

  1. Remove all APIs in mace_runtime.h

New APIs

  1. Add GPUContext and GPUContextBuilder API.
  2. Add MaceEngineConfig API.
  3. Add MaceStatus API.
  4. MaceTensor support data format.

Acknowledgement

Thanks for the following guys who contribute code which make MACE better.

ByronHsu, conansherry, jackwish, herbakamil, tomaszkaliciak, oneTaken, madhavajay, wayen820, idstein, newway1995.

v0.9.0 (2018-07-20)

Improvements

  1. New work flow and documents.
  2. Separate the model library from MACE library.
  3. Reduce the size of static and dynamic library.
  4. Support ArgMax Operations.
  5. Support Deconvolution of Caffe.
  6. Support NDK-17b.

Incompatible Changes

  1. Use file to store OpenCL tuned parameters and Add SetOpenCLParameterPath API.

New APIs

  1. Add a new MaceEngine::Init API with model data file.

Bug Fixed

  1. Not unmap the model data file when load model from files with CPU runtime.
  2. 2D LWS tuning does not work.
  3. Winograd convolution of GPU failed when open tuning.
  4. Incorrect dynamic library of host.

Acknowledgement

Thanks for the following guys who contribute code which make MACE better.

Zero King(@l2dy), James Bie(@JamesBie), Sun Aries(@SunAriesCN), Allen(@allen0125), conansherry(@conansherry), 黎明灰烬(@jackwish)

v0.8.0 (2018-05-31)

  1. Change build and run tools
  2. Handle runtime failure

v0.7.0 (2018-05-18)

  1. Change interface that report error type
  2. Improve CPU performance
  3. Merge CPU/GPU engine to on

v0.6.3 (2018-05-21)

  1. support float data_type when running in GPU

v0.6.2 (2018-05-17)

  • Return status instead of abort when allocate failed

v0.6.0 (2018-04-04)

  1. Change mace header interfaces, only including necessary methods.