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changes.mady.by.user Pracheer Gupta

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changes.mady.by.user Steffen Rochel

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  • Apple Core ML model converter

  • Support for Keras v1.2.2

  • Gluon: A new high-level interface for mxnet. 0.11 includes a developer preview of gluon

API Changes

  1. Added `CachedOp`. You can now cache the operators that’s called frequently with the same set of arguments to reduce overhead.

  2. Added sample_multinomial for sampling from multinomial distributions.

  3. Added `trunc` operator for rounding towards zero.

  4. Added linalg_gemm, linalg_potrf, ... operators for lapack support.

  5. Added verbose option to Initializer for printing out initialization details.

  6. Added DeformableConvolution to contrib from the Deformable Convolutional Networks paper.

  7. Added float64 support for dot and batch_dot operator.

  8. `allow_extra` is added to Module.set_params to ignore extra parameters.

  9. Added `mod` operator for modulo.

  10. Added `multi_precision` option to SGD optimizer to improve training with float16. Resnet50 now achieves the same accuracy when trained with float16 and gives 50% speedup on Titan XP.

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