mirror of
https://github.com/zebrajr/pytorch.git
synced 2025-12-06 12:20:52 +01:00
1622546050
Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/70248 Modified loops in files under fbsource/fbcode/caffe2/ from the format ``` for(TYPE var=x0;var<x_max;x++) ``` to the format ``` for(const auto var: irange(xmax)) ``` This was achieved by running r-barnes's loop upgrader script (D28874212) with some modification to exclude all files under /torch/jit and a number of reversions or unused variable suppression warnings added by hand. Test Plan: Sandcastle Reviewed By: malfet Differential Revision: D32813863 fbshipit-source-id: 527244b4a2b220fdfe7f17dee3599603f492a2ca
60 lines
1.5 KiB
C++
60 lines
1.5 KiB
C++
#ifndef CAFFE2_OPERATORS_SCALE_BLOBS_OP_H_
|
|
#define CAFFE2_OPERATORS_SCALE_BLOBS_OP_H_
|
|
|
|
#include "caffe2/core/context.h"
|
|
#include "caffe2/core/operator.h"
|
|
#include "caffe2/utils/math.h"
|
|
#include "c10/util/irange.h"
|
|
|
|
namespace caffe2 {
|
|
|
|
template <class Context>
|
|
class ScaleBlobsOp final : public Operator<Context> {
|
|
public:
|
|
USE_OPERATOR_CONTEXT_FUNCTIONS;
|
|
template <class... Args>
|
|
explicit ScaleBlobsOp(Args&&... args)
|
|
: Operator<Context>(std::forward<Args>(args)...),
|
|
OP_SINGLE_ARG(float, "scale", scale_, 1.0f) {}
|
|
|
|
template <typename T>
|
|
bool DoRunWithType() {
|
|
int batchSize = InputSize();
|
|
|
|
for (const auto i : c10::irange(batchSize)) {
|
|
const auto& X = Input(i);
|
|
auto* Y = Output(i, X.sizes(), at::dtype<T>());
|
|
math::Scale<float, T, Context>(
|
|
X.numel(),
|
|
scale_,
|
|
X.template data<T>(),
|
|
Y->template mutable_data<T>(),
|
|
&context_);
|
|
}
|
|
return true;
|
|
}
|
|
|
|
bool RunOnDevice() override {
|
|
for (const auto i : c10::irange(InputSize())) {
|
|
auto& input = this->template Input<Tensor>(i, CPU);
|
|
auto* output = this->template Output<Tensor>(i, CPU);
|
|
output->ResizeLike(input);
|
|
}
|
|
return DispatchHelper<TensorTypes<float>>::call(this, Input(0));
|
|
}
|
|
|
|
private:
|
|
const float scale_;
|
|
Tensor blobSizes_;
|
|
Tensor inputs_;
|
|
Tensor outputs_;
|
|
|
|
Tensor hostBlobSizes_;
|
|
Tensor hostInputs_;
|
|
Tensor hostOutputs_;
|
|
};
|
|
|
|
} // namespace caffe2
|
|
|
|
#endif // CAFFE2_OPERATORS_SCALE_BLOBS_OP_H_
|