1# Copyright 2020 Huawei Technologies Co., Ltd 2# 3# Licensed under the Apache License, Version 2.0 (the "License"); 4# you may not use this file except in compliance with the License. 5# You may obtain a copy of the License at 6# 7# http://www.apache.org/licenses/LICENSE-2.0 8# 9# Unless required by applicable law or agreed to in writing, software 10# distributed under the License is distributed on an "AS IS" BASIS, 11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12# See the License for the specific language governing permissions and 13# limitations under the License. 14# ============================================================================ 15 16"""MatMul op""" 17from mindspore.ops.op_info_register import op_info_register, TBERegOp, DataType 18 19matmul_op_info = TBERegOp("MatMul") \ 20 .fusion_type("OPAQUE") \ 21 .async_flag(False) \ 22 .binfile_name("mat_mul.so") \ 23 .compute_cost(10) \ 24 .kernel_name("mat_mul") \ 25 .partial_flag(True) \ 26 .need_check_supported(True) \ 27 .attr("transpose_x1", "required", "bool", "all") \ 28 .attr("transpose_x2", "required", "bool", "all") \ 29 .attr("offset_x", "optional", "int", "all", "0") \ 30 .input(0, "x1", False, "required", "all") \ 31 .input(1, "x2", False, "required", "all") \ 32 .input(2, "bias", False, "optional", "all") \ 33 .input(3, "offset_w", False, "optional", "all") \ 34 .output(0, "y", False, "required", "all") \ 35 .dtype_format(DataType.I32_Default, DataType.I32_Default, DataType.I32_Default, DataType.I8_Default, 36 DataType.I32_Default) \ 37 .dtype_format(DataType.F16_FracNZ, DataType.F16_FracNZ, DataType.F16_Default, DataType.I8_Default, 38 DataType.F16_FracNZ) \ 39 .dtype_format(DataType.F16_FracNZ, DataType.F16_FracNZ, DataType.F32_Default, DataType.I8_Default, 40 DataType.F32_FracNZ) \ 41 .dtype_format(DataType.F32_NHWC, DataType.F32_NHWC, DataType.F32_NHWC, DataType.I8_Default, 42 DataType.F32_NHWC) \ 43 .dtype_format(DataType.F32_Default, DataType.F32_Default, DataType.F32_Default, DataType.I8_Default, 44 DataType.F32_Default) \ 45 .dtype_format(DataType.I32_NHWC, DataType.I32_NHWC, DataType.I32_NHWC, DataType.I8_Default, 46 DataType.I32_NHWC) \ 47 .get_op_info() 48 49 50@op_info_register(matmul_op_info) 51def _matmul_tbe(): 52 """Mul TBE register""" 53 return 54