Operator lists

MACE Micro supported operators

Float32 and bfloat16 operators

  • batch_norm
  • conv_2d
  • depthwise_conv_2d
  • pooling
  • activation
  • argmax
  • bias_add
  • cast
  • concat
  • eltwise
  • expand_dims
  • matmul
  • reduce
  • reshape
  • softmax
  • squeeze
  • stack
  • stride_slice

Int8 operators

  • conv_2d
  • depthwsie_conv_2d
  • eltwise
  • mat_mul
  • pooling
  • softmax
  • quantize
  • dequantize

Tensorflow Keras Converter supported layers

  • InputLayer
  • Flatten
  • Dense
  • Conv2D
  • MaxPooling2D
  • Dropout
  • DepthwiseConv2D
  • Softmax
  • BatchNormalization
  • Activation
  • ReLU
  • Concatenate
  • GlobalAveragePooling2D
  • Add
  • QuantizeLayer
  • QuantizeWrapper