Operator lists ============== .. Please keep in chronological order when editing .. csv-table:: :header: "Operator","Supported","Remark" "AVERAGE_POOL_2D","Y","" "ARGMAX","Y","Only CPU and TensorFlow is supported." "BATCH_NORM","Y","Fusion with activation is supported." "BATCH_TO_SPACE_ND","Y","" "BIAS_ADD","Y","" "CAST","Y","Only CPU and TensorFlow model is supported." "CHANNEL_SHUFFLE","Y","" "CONCATENATION","Y","For GPU only support channel axis concatenation." "CONV_2D","Y","Fusion with BN and activation layer is supported." "CROP","Y","Only Caffe's crop layer is supported (in GPU, offset on channel-dim should be dividable by 4)." "DECONV_2D","Y","Supports Caffe's Deconvolution and TensorFlow's tf.layers.conv2d_transpose." "DEPTHWISE_DECONV2D","Y","Supports Caffe's Group and Depthwise Deconvolution. For GPU only supports depthwise mode(multiplier = 1)." "DEPTHWISE_CONV_2D","Y","Only multiplier = 1 is supported; Fusion is supported." "DEPTH_TO_SPACE","Y","" "DEQUANTIZE","Y","Model quantization will be supported later." "ELEMENT_WISE","Y","ADD/MUL/DIV/MIN/MAX/NEG/ABS/SQR_DIFF/POW/RSQRT/EQUAL" "EMBEDDING_LOOKUP","Y","" "EXPANDDIMS","Y","Only CPU and TensorFlow is supported." "FILL","Y","Only CPU and TensorFlow is supported." "FLATTEN","Y","Only Caffe is supported." "FULLY_CONNECTED","Y","" "GROUP_CONV_2D","","Caffe model with group count = channel count is supported." "IDENTITY","Y","Only TensorFlow model is supported." "LOCAL_RESPONSE_NORMALIZATION","Y","" "LOGISTIC","Y","" "LSTM","","" "MATMUL","Y","Only CPU is supported." "MAX_POOL_2D","Y","" "PAD","Y","" "PSROI_ALIGN","Y","" "PRELU","Y","Only Caffe model is supported" "PRIOR_BOX","Y","Only Caffe model is supported" "REDUCE_MEAN","Y","Only TensorFlow model is supported. For GPU only H + W axis reduce is supported." "RELU","Y","" "RELU1","Y","" "RELU6","Y","" "RELUX","Y","" "RESHAPE","Y","Limited support: GPU only supports softmax-like usage, CPU only supports the usage which not change the storage format." "RESIZE_BICUBIC","Y","Only Tensorflow is supported" "RESIZE_BILINEAR","Y","Only Tensorflow is supported" "RESIZE_NEAREST_NEIGHBOR","Y","Only Tensorflow is supported" "REVERSE","Y","Only CPU and Tensorflow is supported" "RNN","","" "RPN_PROPOSAL_LAYER","Y","" "SHAPE","Y","Only CPU and TensorFlow is supported." "STACK","Y","Only CPU and TensorFlow is supported." "STRIDEDSLICE","Y","Only CPU and TensorFlow is supported." "SPLIT","Y","In Caffe, this op is equivalent to SLICE; For GPU only support channel axis slice." "SOFTMAX","Y","" "SPACE_TO_BATCH_ND", "Y","" "SPACE_TO_DEPTH","Y","" "SQUEEZE","Y","Only CPU and TensorFlow is supported." "TANH","Y","" "TRANSPOSE","Y","Only CPU and TensorFlow is supported." "UNSTACK","Y","Only CPU and TensorFlow is supported."