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# Copyright 2020 Huawei Technologies Co., Ltd |
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# |
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# Licensed under the Apache License, Version 2.0 (the "License"); |
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# you may not use this file except in compliance with the License. |
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# You may obtain a copy of the License at |
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# |
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# http://www.apache.org/licenses/LICENSE-2.0 |
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# |
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# Unless required by applicable law or agreed to in writing, software |
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# distributed under the License is distributed on an "AS IS" BASIS, |
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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# See the License for the specific language governing permissions and |
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# limitations under the License. |
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# ============================================================================ |
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"""BNInference op""" |
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from mindspore.ops.op_info_register import op_info_register, TBERegOp, DataType |
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bn_inference_op_info = TBERegOp("BNInference") \ |
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.fusion_type("OPAQUE") \ |
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.async_flag(False) \ |
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.binfile_name("bninference_d.so") \ |
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.compute_cost(10) \ |
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.kernel_name("bninference_d") \ |
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.partial_flag(True) \ |
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.attr("momentum", "optional", "float", "all", "0.999") \ |
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.attr("epsilon", "optional", "float", "all", "0.00001") \ |
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.attr("use_global_stats", "optional", "bool", "true,false", "true") \ |
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.attr("mode", "optional", "int", "all", "1") \ |
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.input(0, "x", False, "required", "all") \ |
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.input(1, "mean", False, "required", "all") \ |
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.input(2, "variance", False, "required", "all") \ |
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.input(3, "scale", False, "optional", "all") \ |
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.input(4, "offset", False, "optional", "all") \ |
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.output(0, "y", False, "required", "all") \ |
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.dtype_format(DataType.F16_5HD, DataType.F16_5HD, DataType.F16_5HD, DataType.F16_5HD, |
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DataType.F16_5HD, DataType.F16_5HD) \ |
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.dtype_format(DataType.F32_5HD, DataType.F32_5HD, DataType.F32_5HD, DataType.F32_5HD, |
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DataType.F32_5HD, DataType.F32_5HD) \ |
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.dtype_format(DataType.F16_Default, DataType.F16_Default, DataType.F16_Default, DataType.F16_Default, |
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DataType.F16_Default, DataType.F16_Default) \ |
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.dtype_format(DataType.F32_Default, DataType.F32_Default, DataType.F32_Default, DataType.F32_Default, |
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DataType.F32_Default, DataType.F32_Default) \ |
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.get_op_info() |
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@op_info_register(bn_inference_op_info) |
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def _bn_inference_tbe(): |
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"""BNInference TBE register""" |
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return |