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ONE Release 1.9.0
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@chunseoklee chunseoklee released this 04 Sep 09:11
· 13 commits to release/1.9.0 since this release
1.9.0
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Release Note 1.9.0

ONE Compiler

Compiler supports more operations

  • NonMaxSuppressionV4, NonMaxSuppressionV5, PadV2, Unique

Changes

  • Quantization enhancements: channel wise UINT8 quantization(Conv2D, DepwiseConv, TransposeConv, FullyConnected)
  • Experimental requantization from INT8 to UINT8
  • Adding more operator value tests
  • tf2tfliteV2 supports conversion from Keras model, saved model
  • Refactoring for better maintenance long Class codes using visitor patterns
  • Introducing optimization pass that fuses batch normalization with Transposed Convolution.

ONE Runtime

Runtime backend operation support

  • CPU backend: RANK
  • CPU backend qasymm uint8: LOG_SOFTMAX
  • ACL-CL backend: LEAKY_RELU, RESIZE_NEAREST_NEIGHBOR

Optimization

  • Copy Elimination between compatible backends

Operation Implementation

  • Operations with same parameters are unified

Change

  • CPU backend qasymm uint8 performance enhancement: arithmetic operations
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