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#pragma once
#include "caffe2/operators/conv_op.h"
#include "caffe2/operators/conv_pool_op_base.h"
namespace caffe2 {
template <typename T, class Context>
class ConvReluOp final : public ConvPoolOpBase<Context> {
public:
ConvReluOp(const OperatorDef& operator_def, Workspace* ws)
: ConvPoolOpBase<Context>(operator_def, ws) {
for (auto name : operator_def.input()) {
local_input_blobs_.push_back(local_ws_.CreateBlob(name));
CHECK_NOTNULL(local_input_blobs_.back());
}
local_op_.reset(new ConvOp<T, Context>(operator_def, &local_ws_));
for (auto name : operator_def.output()) {
local_output_blobs_.push_back(local_ws_.GetBlob(name));
CHECK_NOTNULL(local_output_blobs_.back());
}
}
~ConvReluOp() {}
bool RunOnDeviceWithOrderNCHW() override;
bool RunOnDeviceWithOrderNHWC() override;
private:
Workspace local_ws_;
std::vector<Blob*> local_input_blobs_;
std::vector<Blob*> local_output_blobs_;
std::unique_ptr<ConvOp<T, Context>> local_op_;
}; // class ConvReluOp
} // namespace caffe2
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