Operator lists ============== +----------------------------------+--------------+--------+-------------------------------------------------------+ | Operator | Android NN | Status | Remark | +==================================+==============+========+=======================================================+ | ADD | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | AVERAGE\_POOL\_2D | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | BATCH\_NORM | | Y | Fusion with activation is supported | +----------------------------------+--------------+--------+-------------------------------------------------------+ | BIAS\_ADD | | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | CHANNEL\_SHUFFLE | | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | CONCATENATION | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | CONV\_2D | Y | Y | Fusion with BN and activation layer is supported | +----------------------------------+--------------+--------+-------------------------------------------------------+ | DEPTHWISE\_CONV\_2D | Y | Y | Only multiplier = 1 is supported; Fusion is supported | +----------------------------------+--------------+--------+-------------------------------------------------------+ | DEPTH\_TO\_SPACE | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | DEQUANTIZE | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | EMBEDDING\_LOOKUP | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | FLOOR | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | FULLY\_CONNECTED | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | GROUP\_CONV\_2D | | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | HASHTABLE\_LOOKUP | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | L2\_NORMALIZATION | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | L2\_POOL\_2D | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | LOCAL\_RESPONSE\_NORMALIZATION | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | LOGISTIC | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | LSH\_PROJECTION | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | LSTM | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | MATMUL | | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | MAX\_POOL\_2D | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | MUL | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | PSROI\_ALIGN | | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | PRELU | | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | RELU | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | RELU1 | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | RELU6 | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | RELUX | | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | RESHAPE | Y | Y | Limited support | +----------------------------------+--------------+--------+-------------------------------------------------------+ | RESIZE\_BILINEAR | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | RNN | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | RPN\_PROPOSAL\_LAYER | | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | SOFTMAX | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | SPACE\_TO\_DEPTH | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | SVDF | Y | | | +----------------------------------+--------------+--------+-------------------------------------------------------+ | TANH | Y | Y | | +----------------------------------+--------------+--------+-------------------------------------------------------+