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[API] Propose to support LeakyRelu operation

Open NALLEIN opened this issue 5 years ago • 0 comments

Computes rectified linear activation on the input tensor element-wise. This is a custom op that can be achieved with max and mul

  • The output is calculated using this formula: output = max(mul(alpha, input),input)
  • Inputs:
    • 0: A tensor, specifying the input.
    • 1: An INT 32 Value , specifying the scaling factor for negative values(provided alpha <= 1).
  • Outputs:
    • 0: The output tensor of same shape as input0.
Model Format API reference
Tensorflow.lite https://www.tensorflow.org/lite/guide/ops_compatibility LEAKY_RELU
ONNX https://github.com/onnx/onnx/blob/master/docs/Operators.md#LeakyRelu
OpenVINO https://docs.openvinotoolkit.org/latest/_docs_MO_DG_prepare_model_convert_model_IR_V10_opset1.html#Maximum https://docs.openvinotoolkit.org/latest/_docs_MO_DG_prepare_model_convert_model_IR_V10_opset1.html#Multiply
backend support
WASM Yes
WebGL Yes
NNAPI
MPS
BNNS
clDNN
MKLDNN
DirectML
IE-clDNN
IE-MKLDNN

NALLEIN avatar Apr 11 '20 11:04 NALLEIN