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/**
* Copyright (c) 2016-present, Facebook, Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include <functional>
#include "caffe2/contrib/fakelowp/fp16_fc_acc_op.h"
#include "caffe2/core/init.h"
#include "caffe2/core/tensor.h"
#include "caffe2/operators/fc_inference.h"
namespace caffe2 {
template <>
int Fp16FCAccOp<CPUContext, DefaultEngine, false>::runs = 0;
template <>
float Fp16FCAccOp<CPUContext, DefaultEngine, false>::total_error = 0.0;
template <>
float Fp16FCAccOp<CPUContext, DefaultEngine, false>::total_error_with_bias =
0.0;
template <>
int Fp16FCAccOp<CPUContext, DefaultEngine, true>::runs = 0;
template <>
float Fp16FCAccOp<CPUContext, DefaultEngine, true>::total_error = 0.0;
template <>
float Fp16FCAccOp<CPUContext, DefaultEngine, true>::total_error_with_bias = 0.0;
REGISTER_CPU_OPERATOR(
Fp16FCAcc32,
Fp16FCAccOp<
CPUContext,
DefaultEngine,
false /* USE_ACC_FP16 */,
true /* USE_TMP_ACCUMULATOR */,
false /* ADD_BIAS_FIRST */>);
using namespace std::placeholders;
OPERATOR_SCHEMA(Fp16FCAcc32)
.NumInputs(3)
.NumOutputs(1)
.TensorInferenceFunction(std::bind(FCShapeInference, _1, _2, false))
.CostInferenceFunction(OpSchema::CostInferenceFunctionType(
std::bind(CostInferenceForFC, _1, _2, false)))
.SetDoc(R"DOC(Same as FC)DOC");
REGISTER_CPU_OPERATOR(
Fp16FCAcc16,
Fp16FCAccOp<
CPUContext,
DefaultEngine,
true /* USE_ACC_FP16 */,
true /* USE_TMP_ACCUMULATOR */,
false /* ADD_BIAS_FIRST */>);
OPERATOR_SCHEMA(Fp16FCAcc16)
.NumInputs(3)
.NumOutputs(1)
.TensorInferenceFunction(std::bind(FCShapeInference, _1, _2, false))
.CostInferenceFunction(OpSchema::CostInferenceFunctionType(
std::bind(CostInferenceForFC, _1, _2, false)))
.SetDoc(R"DOC(Same as FC)DOC");
REGISTER_CPU_OPERATOR(
Fp16FCAcc32NNPI,
Fp16FCAccOp<
CPUContext,
DefaultEngine,
false /* USE_ACC_FP16 */,
false /* USE_TMP_ACCUMULATOR */,
true /* ADD_BIAS_FIRST */>);
OPERATOR_SCHEMA(Fp16FCAcc32NNPI)
.NumInputs(3)
.NumOutputs(1)
.TensorInferenceFunction(std::bind(FCShapeInference, _1, _2, false))
.CostInferenceFunction(OpSchema::CostInferenceFunctionType(
std::bind(CostInferenceForFC, _1, _2, false)))
.SetDoc(R"DOC(Same as FC)DOC");
REGISTER_CPU_OPERATOR(
Fp16FCAcc16NNPI,
Fp16FCAccOp<
CPUContext,
DefaultEngine,
true /* USE_ACC_FP16 */,
false /* USE_TMP_ACCUMULATOR */,
true /* ADD_BIAS_FIRST */>);
OPERATOR_SCHEMA(Fp16FCAcc16NNPI)
.NumInputs(3)
.NumOutputs(1)
.TensorInferenceFunction(std::bind(FCShapeInference, _1, _2, false))
.CostInferenceFunction(OpSchema::CostInferenceFunctionType(
std::bind(CostInferenceForFC, _1, _2, false)))
.SetDoc(R"DOC(Same as FC)DOC");
} // namespace caffe2
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