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feat(torch): add generated operator bases
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‎src/base/abs.h‎

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#ifndef INFINI_OPS_BASE_ABS_H_
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#define INFINI_OPS_BASE_ABS_H_
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#include "operator.h"
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namespace infini::ops {
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class Abs : public Operator<Abs> {
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public:
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Abs(const Tensor input, Tensor out)
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: input_shape_{input.shape()},
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input_strides_{input.strides()},
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input_type_{input.dtype()},
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out_shape_{out.shape()},
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out_strides_{out.strides()},
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out_type_{out.dtype()},
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device_index_{out.device().index()} {}
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virtual void operator()(const Tensor input, Tensor out) const = 0;
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protected:
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Tensor::Shape input_shape_;
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Tensor::Strides input_strides_;
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DataType input_type_;
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Tensor::Shape out_shape_;
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Tensor::Strides out_strides_;
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DataType out_type_;
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int device_index_{0};
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};
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} // namespace infini::ops
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#endif

‎src/base/absolute.h‎

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#ifndef INFINI_OPS_BASE_ABSOLUTE_H_
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#define INFINI_OPS_BASE_ABSOLUTE_H_
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#include "operator.h"
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namespace infini::ops {
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class Absolute : public Operator<Absolute> {
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public:
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Absolute(const Tensor input, Tensor out)
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: input_shape_{input.shape()},
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input_strides_{input.strides()},
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input_type_{input.dtype()},
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out_shape_{out.shape()},
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out_strides_{out.strides()},
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out_type_{out.dtype()},
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device_index_{out.device().index()} {}
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virtual void operator()(const Tensor input, Tensor out) const = 0;
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protected:
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Tensor::Shape input_shape_;
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Tensor::Strides input_strides_;
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DataType input_type_;
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Tensor::Shape out_shape_;
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Tensor::Strides out_strides_;
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DataType out_type_;
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int device_index_{0};
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};
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} // namespace infini::ops
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#endif

‎src/base/acos.h‎

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#ifndef INFINI_OPS_BASE_ACOS_H_
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#define INFINI_OPS_BASE_ACOS_H_
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#include "operator.h"
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namespace infini::ops {
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class Acos : public Operator<Acos> {
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public:
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Acos(const Tensor input, Tensor out)
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: input_shape_{input.shape()},
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input_strides_{input.strides()},
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input_type_{input.dtype()},
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out_shape_{out.shape()},
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out_strides_{out.strides()},
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out_type_{out.dtype()},
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device_index_{out.device().index()} {}
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virtual void operator()(const Tensor input, Tensor out) const = 0;
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protected:
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Tensor::Shape input_shape_;
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Tensor::Strides input_strides_;
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DataType input_type_;
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Tensor::Shape out_shape_;
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Tensor::Strides out_strides_;
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DataType out_type_;
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int device_index_{0};
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};
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} // namespace infini::ops
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#endif

‎src/base/acosh.h‎

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#ifndef INFINI_OPS_BASE_ACOSH_H_
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#define INFINI_OPS_BASE_ACOSH_H_
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#include "operator.h"
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namespace infini::ops {
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class Acosh : public Operator<Acosh> {
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public:
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Acosh(const Tensor input, Tensor out)
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: input_shape_{input.shape()},
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input_strides_{input.strides()},
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input_type_{input.dtype()},
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out_shape_{out.shape()},
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out_strides_{out.strides()},
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out_type_{out.dtype()},
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device_index_{out.device().index()} {}
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virtual void operator()(const Tensor input, Tensor out) const = 0;
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protected:
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Tensor::Shape input_shape_;
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Tensor::Strides input_strides_;
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DataType input_type_;
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Tensor::Shape out_shape_;
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Tensor::Strides out_strides_;
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DataType out_type_;
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int device_index_{0};
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};
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} // namespace infini::ops
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#endif

‎src/base/adaptive_avg_pool2d.h‎

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#ifndef INFINI_OPS_BASE_ADAPTIVE_AVG_POOL2D_H_
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#define INFINI_OPS_BASE_ADAPTIVE_AVG_POOL2D_H_
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#include <vector>
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#include "operator.h"
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namespace infini::ops {
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class AdaptiveAvgPool2d : public Operator<AdaptiveAvgPool2d> {
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public:
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AdaptiveAvgPool2d(const Tensor input, const std::vector<int64_t> output_size,
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Tensor out)
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: input_shape_{input.shape()},
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input_strides_{input.strides()},
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input_type_{input.dtype()},
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out_shape_{out.shape()},
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out_strides_{out.strides()},
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out_type_{out.dtype()},
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output_size_{output_size},
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device_index_{out.device().index()} {}
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virtual void operator()(const Tensor input,
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const std::vector<int64_t> output_size,
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Tensor out) const = 0;
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protected:
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Tensor::Shape input_shape_;
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Tensor::Strides input_strides_;
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DataType input_type_;
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Tensor::Shape out_shape_;
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Tensor::Strides out_strides_;
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DataType out_type_;
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std::vector<int64_t> output_size_{};
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int device_index_{0};
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};
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} // namespace infini::ops
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#endif

‎src/base/adaptive_avg_pool3d.h‎

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#ifndef INFINI_OPS_BASE_ADAPTIVE_AVG_POOL3D_H_
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#define INFINI_OPS_BASE_ADAPTIVE_AVG_POOL3D_H_
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#include <vector>
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#include "operator.h"
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namespace infini::ops {
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class AdaptiveAvgPool3d : public Operator<AdaptiveAvgPool3d> {
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public:
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AdaptiveAvgPool3d(const Tensor input, const std::vector<int64_t> output_size,
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Tensor out)
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: input_shape_{input.shape()},
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input_strides_{input.strides()},
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input_type_{input.dtype()},
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out_shape_{out.shape()},
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out_strides_{out.strides()},
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out_type_{out.dtype()},
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output_size_{output_size},
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device_index_{out.device().index()} {}
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virtual void operator()(const Tensor input,
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const std::vector<int64_t> output_size,
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Tensor out) const = 0;
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protected:
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Tensor::Shape input_shape_;
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Tensor::Strides input_strides_;
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DataType input_type_;
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Tensor::Shape out_shape_;
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Tensor::Strides out_strides_;
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DataType out_type_;
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std::vector<int64_t> output_size_{};
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int device_index_{0};
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};
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} // namespace infini::ops
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#endif

‎src/base/adaptive_avg_pool3d_backward.h‎

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#ifndef INFINI_OPS_BASE_ADAPTIVE_AVG_POOL3D_BACKWARD_H_
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#define INFINI_OPS_BASE_ADAPTIVE_AVG_POOL3D_BACKWARD_H_
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#include "operator.h"
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namespace infini::ops {
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class AdaptiveAvgPool3dBackward : public Operator<AdaptiveAvgPool3dBackward> {
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public:
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AdaptiveAvgPool3dBackward(const Tensor grad_output, const Tensor input,
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Tensor grad_input)
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: grad_output_shape_{grad_output.shape()},
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grad_output_strides_{grad_output.strides()},
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grad_output_type_{grad_output.dtype()},
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input_shape_{input.shape()},
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input_strides_{input.strides()},
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input_type_{input.dtype()},
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grad_input_shape_{grad_input.shape()},
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grad_input_strides_{grad_input.strides()},
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grad_input_type_{grad_input.dtype()},
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device_index_{grad_input.device().index()} {}
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virtual void operator()(const Tensor grad_output, const Tensor input,
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Tensor grad_input) const = 0;
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protected:
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Tensor::Shape grad_output_shape_;
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Tensor::Strides grad_output_strides_;
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DataType grad_output_type_;
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Tensor::Shape input_shape_;
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Tensor::Strides input_strides_;
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DataType input_type_;
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Tensor::Shape grad_input_shape_;
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Tensor::Strides grad_input_strides_;
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DataType grad_input_type_;
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int device_index_{0};
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};
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} // namespace infini::ops
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#endif

‎src/base/adaptive_max_pool2d.h‎

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#ifndef INFINI_OPS_BASE_ADAPTIVE_MAX_POOL2D_H_
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#define INFINI_OPS_BASE_ADAPTIVE_MAX_POOL2D_H_
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#include <vector>
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#include "operator.h"
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namespace infini::ops {
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class AdaptiveMaxPool2d : public Operator<AdaptiveMaxPool2d> {
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public:
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AdaptiveMaxPool2d(const Tensor input, const std::vector<int64_t> output_size,
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Tensor out, Tensor indices)
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: input_shape_{input.shape()},
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input_strides_{input.strides()},
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input_type_{input.dtype()},
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out_shape_{out.shape()},
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out_strides_{out.strides()},
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out_type_{out.dtype()},
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indices_shape_{indices.shape()},
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indices_strides_{indices.strides()},
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indices_type_{indices.dtype()},
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output_size_{output_size},
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device_index_{out.device().index()} {}
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virtual void operator()(const Tensor input,
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const std::vector<int64_t> output_size, Tensor out,
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Tensor indices) const = 0;
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protected:
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Tensor::Shape input_shape_;
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Tensor::Strides input_strides_;
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DataType input_type_;
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Tensor::Shape out_shape_;
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Tensor::Strides out_strides_;
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DataType out_type_;
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Tensor::Shape indices_shape_;
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Tensor::Strides indices_strides_;
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DataType indices_type_;
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std::vector<int64_t> output_size_{};
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int device_index_{0};
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};
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} // namespace infini::ops
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#endif

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