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#ifndef CAFFE_OPERATORS_REPLACE_NAN_OP_H_
#define CAFFE_OPERATORS_REPLACE_NAN_OP_H_
#include "caffe2/core/context.h"
#include "caffe2/core/logging.h"
#include "caffe2/core/operator.h"
#include "caffe2/utils/math.h"
namespace caffe2 {
template <class Context>
class ReplaceNaNOp final : public Operator<Context> {
public:
USE_OPERATOR_CONTEXT_FUNCTIONS;
template <class... Args>
explicit ReplaceNaNOp(Args&&... args)
: Operator<Context>(std::forward<Args>(args)...) {}
bool RunOnDevice() override {
return DispatchHelper<TensorTypes<float, double>>::call(this, Input(0));
}
template <typename T>
void ReplaceNaN(const T& value, const int64_t size, const T* X, T* Y);
template <typename T>
bool DoRunWithType() {
T value = this->template GetSingleArgument<T>("value", 0);
auto& input = Input(0);
auto* output = Output(0, input.sizes(), at::dtype<T>());
const T* input_data = input.template data<T>();
T* output_data = output->template mutable_data<T>();
ReplaceNaN<T>(value, input.numel(), input_data, output_data);
return true;
}
};
} // namespace caffe2
#endif // CAFFE_OPERATORS_REPLACE_NAN_OP_H_
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