feat(torch): add generated operator bases

src/base/abs.h

@@ -0,0 +1,39 @@
+#ifndef INFINI_OPS_BASE_ABS_H_
+#define INFINI_OPS_BASE_ABS_H_
+
+#include "operator.h"
+
+namespace infini::ops {
+
+class Abs : public Operator<Abs> {
+ public:
+  Abs(const Tensor input, Tensor out)
+      : input_shape_{input.shape()},
+        input_strides_{input.strides()},
+        input_type_{input.dtype()},
+        out_shape_{out.shape()},
+        out_strides_{out.strides()},
+        out_type_{out.dtype()},
+        device_index_{out.device().index()} {}
+
+  virtual void operator()(const Tensor input, Tensor out) const = 0;
+
+ protected:
+  Tensor::Shape input_shape_;
+
+  Tensor::Strides input_strides_;
+
+  DataType input_type_;
+
+  Tensor::Shape out_shape_;
+
+  Tensor::Strides out_strides_;
+
+  DataType out_type_;
+
+  int device_index_{0};
+};
+
+}  // namespace infini::ops
+
+#endif

src/base/absolute.h

@@ -0,0 +1,39 @@
+#ifndef INFINI_OPS_BASE_ABSOLUTE_H_
+#define INFINI_OPS_BASE_ABSOLUTE_H_
+
+#include "operator.h"
+
+namespace infini::ops {
+
+class Absolute : public Operator<Absolute> {
+ public:
+  Absolute(const Tensor input, Tensor out)
+      : input_shape_{input.shape()},
+        input_strides_{input.strides()},
+        input_type_{input.dtype()},
+        out_shape_{out.shape()},
+        out_strides_{out.strides()},
+        out_type_{out.dtype()},
+        device_index_{out.device().index()} {}
+
+  virtual void operator()(const Tensor input, Tensor out) const = 0;
+
+ protected:
+  Tensor::Shape input_shape_;
+
+  Tensor::Strides input_strides_;
+
+  DataType input_type_;
+
+  Tensor::Shape out_shape_;
+
+  Tensor::Strides out_strides_;
+
+  DataType out_type_;
+
+  int device_index_{0};
+};
+
+}  // namespace infini::ops
+
+#endif

src/base/acos.h

@@ -0,0 +1,39 @@
+#ifndef INFINI_OPS_BASE_ACOS_H_
+#define INFINI_OPS_BASE_ACOS_H_
+
+#include "operator.h"
+
+namespace infini::ops {
+
+class Acos : public Operator<Acos> {
+ public:
+  Acos(const Tensor input, Tensor out)
+      : input_shape_{input.shape()},
+        input_strides_{input.strides()},
+        input_type_{input.dtype()},
+        out_shape_{out.shape()},
+        out_strides_{out.strides()},
+        out_type_{out.dtype()},
+        device_index_{out.device().index()} {}
+
+  virtual void operator()(const Tensor input, Tensor out) const = 0;
+
+ protected:
+  Tensor::Shape input_shape_;
+
+  Tensor::Strides input_strides_;
+
+  DataType input_type_;
+
+  Tensor::Shape out_shape_;
+
+  Tensor::Strides out_strides_;
+
+  DataType out_type_;
+
+  int device_index_{0};
+};
+
+}  // namespace infini::ops
+
+#endif

src/base/acosh.h

@@ -0,0 +1,39 @@
+#ifndef INFINI_OPS_BASE_ACOSH_H_
+#define INFINI_OPS_BASE_ACOSH_H_
+
+#include "operator.h"
+
+namespace infini::ops {
+
+class Acosh : public Operator<Acosh> {
+ public:
+  Acosh(const Tensor input, Tensor out)
+      : input_shape_{input.shape()},
+        input_strides_{input.strides()},
+        input_type_{input.dtype()},
+        out_shape_{out.shape()},
+        out_strides_{out.strides()},
+        out_type_{out.dtype()},
+        device_index_{out.device().index()} {}
+
+  virtual void operator()(const Tensor input, Tensor out) const = 0;
+
+ protected:
+  Tensor::Shape input_shape_;
+
+  Tensor::Strides input_strides_;
+
+  DataType input_type_;
+
+  Tensor::Shape out_shape_;
+
+  Tensor::Strides out_strides_;
+
+  DataType out_type_;
+
+  int device_index_{0};
+};
+
+}  // namespace infini::ops
+
+#endif

src/base/adaptive_avg_pool2d.h

@@ -0,0 +1,47 @@
+#ifndef INFINI_OPS_BASE_ADAPTIVE_AVG_POOL2D_H_
+#define INFINI_OPS_BASE_ADAPTIVE_AVG_POOL2D_H_
+
+#include <vector>
+
+#include "operator.h"
+
+namespace infini::ops {
+
+class AdaptiveAvgPool2d : public Operator<AdaptiveAvgPool2d> {
+ public:
+  AdaptiveAvgPool2d(const Tensor input, const std::vector<int64_t> output_size,
+                    Tensor out)
+      : input_shape_{input.shape()},
+        input_strides_{input.strides()},
+        input_type_{input.dtype()},
+        out_shape_{out.shape()},
+        out_strides_{out.strides()},
+        out_type_{out.dtype()},
+        output_size_{output_size},
+        device_index_{out.device().index()} {}
+
+  virtual void operator()(const Tensor input,
+                          const std::vector<int64_t> output_size,
+                          Tensor out) const = 0;
+
+ protected:
+  Tensor::Shape input_shape_;
+
+  Tensor::Strides input_strides_;
+
+  DataType input_type_;
+
+  Tensor::Shape out_shape_;
+
+  Tensor::Strides out_strides_;
+
+  DataType out_type_;
+
+  std::vector<int64_t> output_size_{};
+
+  int device_index_{0};
+};
+
+}  // namespace infini::ops
+
+#endif

src/base/adaptive_avg_pool3d.h

@@ -0,0 +1,47 @@
+#ifndef INFINI_OPS_BASE_ADAPTIVE_AVG_POOL3D_H_
+#define INFINI_OPS_BASE_ADAPTIVE_AVG_POOL3D_H_
+
+#include <vector>
+
+#include "operator.h"
+
+namespace infini::ops {
+
+class AdaptiveAvgPool3d : public Operator<AdaptiveAvgPool3d> {
+ public:
+  AdaptiveAvgPool3d(const Tensor input, const std::vector<int64_t> output_size,
+                    Tensor out)
+      : input_shape_{input.shape()},
+        input_strides_{input.strides()},
+        input_type_{input.dtype()},
+        out_shape_{out.shape()},
+        out_strides_{out.strides()},
+        out_type_{out.dtype()},
+        output_size_{output_size},
+        device_index_{out.device().index()} {}
+
+  virtual void operator()(const Tensor input,
+                          const std::vector<int64_t> output_size,
+                          Tensor out) const = 0;
+
+ protected:
+  Tensor::Shape input_shape_;
+
+  Tensor::Strides input_strides_;
+
+  DataType input_type_;
+
+  Tensor::Shape out_shape_;
+
+  Tensor::Strides out_strides_;
+
+  DataType out_type_;
+
+  std::vector<int64_t> output_size_{};
+
+  int device_index_{0};
+};
+
+}  // namespace infini::ops
+
+#endif

src/base/adaptive_avg_pool3d_backward.h

@@ -0,0 +1,50 @@
+#ifndef INFINI_OPS_BASE_ADAPTIVE_AVG_POOL3D_BACKWARD_H_
+#define INFINI_OPS_BASE_ADAPTIVE_AVG_POOL3D_BACKWARD_H_
+
+#include "operator.h"
+
+namespace infini::ops {
+
+class AdaptiveAvgPool3dBackward : public Operator<AdaptiveAvgPool3dBackward> {
+ public:
+  AdaptiveAvgPool3dBackward(const Tensor grad_output, const Tensor input,
+                            Tensor grad_input)
+      : grad_output_shape_{grad_output.shape()},
+        grad_output_strides_{grad_output.strides()},
+        grad_output_type_{grad_output.dtype()},
+        input_shape_{input.shape()},
+        input_strides_{input.strides()},
+        input_type_{input.dtype()},
+        grad_input_shape_{grad_input.shape()},
+        grad_input_strides_{grad_input.strides()},
+        grad_input_type_{grad_input.dtype()},
+        device_index_{grad_input.device().index()} {}
+
+  virtual void operator()(const Tensor grad_output, const Tensor input,
+                          Tensor grad_input) const = 0;
+
+ protected:
+  Tensor::Shape grad_output_shape_;
+
+  Tensor::Strides grad_output_strides_;
+
+  DataType grad_output_type_;
+
+  Tensor::Shape input_shape_;
+
+  Tensor::Strides input_strides_;
+
+  DataType input_type_;
+
+  Tensor::Shape grad_input_shape_;
+
+  Tensor::Strides grad_input_strides_;
+
+  DataType grad_input_type_;
+
+  int device_index_{0};
+};
+
+}  // namespace infini::ops
+
+#endif

src/base/adaptive_max_pool2d.h

@@ -0,0 +1,56 @@
+#ifndef INFINI_OPS_BASE_ADAPTIVE_MAX_POOL2D_H_
+#define INFINI_OPS_BASE_ADAPTIVE_MAX_POOL2D_H_
+
+#include <vector>
+
+#include "operator.h"
+
+namespace infini::ops {
+
+class AdaptiveMaxPool2d : public Operator<AdaptiveMaxPool2d> {
+ public:
+  AdaptiveMaxPool2d(const Tensor input, const std::vector<int64_t> output_size,
+                    Tensor out, Tensor indices)
+      : input_shape_{input.shape()},
+        input_strides_{input.strides()},
+        input_type_{input.dtype()},
+        out_shape_{out.shape()},
+        out_strides_{out.strides()},
+        out_type_{out.dtype()},
+        indices_shape_{indices.shape()},
+        indices_strides_{indices.strides()},
+        indices_type_{indices.dtype()},
+        output_size_{output_size},
+        device_index_{out.device().index()} {}
+
+  virtual void operator()(const Tensor input,
+                          const std::vector<int64_t> output_size, Tensor out,
+                          Tensor indices) const = 0;
+
+ protected:
+  Tensor::Shape input_shape_;
+
+  Tensor::Strides input_strides_;
+
+  DataType input_type_;
+
+  Tensor::Shape out_shape_;
+
+  Tensor::Strides out_strides_;
+
+  DataType out_type_;
+
+  Tensor::Shape indices_shape_;
+
+  Tensor::Strides indices_strides_;
+
+  DataType indices_type_;
+
+  std::vector<int64_t> output_size_{};
+
+  int device_index_{0};
+};
+
+}  // namespace infini::ops
+
+#endif