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// Copyright 2004-present Facebook. All Rights Reserved.
#pragma once
#include "caffe2/quantization/server/caffe2_dnnlowp_utils.h"
#include "caffe2/quantization/server/dnnlowp.h"
#include "caffe2/quantization/server/int8_gen_quant_params.h"
namespace caffe2 {
using namespace std;
template <class Context, class Engine = DefaultEngine>
class Int8QuantSchemeBlobFillOp final : public Operator<Context> {
public:
USE_OPERATOR_CONTEXT_FUNCTIONS;
Int8QuantSchemeBlobFillOp(const OperatorDef& operator_def, Workspace* ws)
: Operator<Context>(operator_def, ws) {}
bool RunOnDevice() override {
std::string quantization_kind =
this->template GetSingleArgument<std::string>(
"quantization_kind", "MIN_MAX_QUANTIZATION");
bool preserve_sparsity =
this->template GetSingleArgument<bool>("preserve_sparsity", false);
auto* output_qscheme =
this->template Output<unique_ptr<Int8QuantSchemeBlob>>(0);
output_qscheme->reset(
new Int8QuantSchemeBlob(quantization_kind, preserve_sparsity));
return true;
}
}; // class Int8QuantSchemeBlobFillOp
} // namespace caffe2
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