#pragma once
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#include "caffe2/core/operator.h"
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#include "caffe2/utils/math.h"
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namespace caffe2 {
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template <typename T, class Context>
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class CAFFE2_API SparseNormalizeOp final : public Operator<Context> {
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public:
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USE_OPERATOR_CONTEXT_FUNCTIONS;
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template <class... Args>
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explicit SparseNormalizeOp(Args&&... args)
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: Operator<Context>(std::forward<Args>(args)...),
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use_max_norm_(
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this->template GetSingleArgument<bool>("use_max_norm", true)),
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norm_(this->template GetSingleArgument<float>("norm", 1.0)) {
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CAFFE_ENFORCE_GE(norm_, 0, "norm should be bigger than 0");
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}
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bool RunOnDevice() override;
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template <typename SIndex>
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bool DoRunWithType();
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protected:
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bool use_max_norm_;
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float norm_;
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INPUT_TAGS(PARAM, INDICES);
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OUTPUT_TAGS(OUTPUT_PARAM);
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};
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} // namespace caffe2
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