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| 1 | +// AUTO-GENERATED by `scripts/generate_torch_ops.py` — DO NOT EDIT. |
| 2 | +#ifndef INFINI_OPS_BASE_FRACTIONAL_MAX_POOL2D_H_ |
| 3 | +#define INFINI_OPS_BASE_FRACTIONAL_MAX_POOL2D_H_ |
| 4 | + |
| 5 | +#include "operator.h" |
| 6 | + |
| 7 | +namespace infini::ops { |
| 8 | + |
| 9 | +class FractionalMaxPool2d : public Operator<FractionalMaxPool2d> { |
| 10 | + public: |
| 11 | + FractionalMaxPool2d(const Tensor input, const std::vector<int64_t> kernel_size, const std::vector<int64_t> output_size, const Tensor random_samples, Tensor output, Tensor indices) |
| 12 | + : input_shape_{input.shape()}, |
| 13 | + input_strides_{input.strides()}, |
| 14 | + input_type_{input.dtype()}, |
| 15 | + random_samples_shape_{random_samples.shape()}, |
| 16 | + random_samples_strides_{random_samples.strides()}, |
| 17 | + random_samples_type_{random_samples.dtype()}, |
| 18 | + output_shape_{output.shape()}, |
| 19 | + output_strides_{output.strides()}, |
| 20 | + output_type_{output.dtype()}, |
| 21 | + indices_shape_{indices.shape()}, |
| 22 | + indices_strides_{indices.strides()}, |
| 23 | + indices_type_{indices.dtype()}, |
| 24 | + kernel_size_{kernel_size}, |
| 25 | + output_size_{output_size}, |
| 26 | + device_index_{output.device().index()} {} |
| 27 | + |
| 28 | + virtual void operator()(const Tensor input, const std::vector<int64_t> kernel_size, const std::vector<int64_t> output_size, const Tensor random_samples, Tensor output, Tensor indices) const = 0; |
| 29 | + |
| 30 | + protected: |
| 31 | + Tensor::Shape input_shape_; |
| 32 | + |
| 33 | + Tensor::Strides input_strides_; |
| 34 | + |
| 35 | + DataType input_type_; |
| 36 | + |
| 37 | + Tensor::Shape random_samples_shape_; |
| 38 | + |
| 39 | + Tensor::Strides random_samples_strides_; |
| 40 | + |
| 41 | + DataType random_samples_type_; |
| 42 | + |
| 43 | + Tensor::Shape output_shape_; |
| 44 | + |
| 45 | + Tensor::Strides output_strides_; |
| 46 | + |
| 47 | + DataType output_type_; |
| 48 | + |
| 49 | + Tensor::Shape indices_shape_; |
| 50 | + |
| 51 | + Tensor::Strides indices_strides_; |
| 52 | + |
| 53 | + DataType indices_type_; |
| 54 | + |
| 55 | + std::vector<int64_t> kernel_size_{}; |
| 56 | + |
| 57 | + std::vector<int64_t> output_size_{}; |
| 58 | + |
| 59 | + int device_index_{0}; |
| 60 | +}; |
| 61 | + |
| 62 | +} // namespace infini::ops |
| 63 | + |
| 64 | +#endif |
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