#pragma once
#include <ATen/core/Tensor.h>
#include <c10/util/irange.h>
#include <ATen/core/IListRef.h>
namespace at {
namespace native {
TORCH_API at::Tensor clone_preserve_strides(const at::Tensor& self);
inline bool cat_should_skip_tensor(const Tensor& t) {
return t.numel() == 0 && t.dim() == 1;
}
// Check to see if the shape of tensors is compatible
// for being concatenated along a given dimension.
inline void check_cat_shape_except_dim(const Tensor & first, const Tensor & second, int64_t dimension, int64_t index) {
int64_t first_dims = first.dim();
int64_t second_dims = second.dim();
TORCH_CHECK(first_dims == second_dims, "Tensors must have same number of dimensions: got ",
first_dims, " and ", second_dims);
for (const auto dim : c10::irange(first_dims)) {
if (dim == dimension) {
continue;
}
int64_t first_dim_size = first.sizes()[dim];
int64_t second_dim_size = second.sizes()[dim];
TORCH_CHECK(first_dim_size == second_dim_size, "Sizes of tensors must match except in dimension ",
dimension, ". Expected size ", static_cast<long long>(first_dim_size), " but got size ", static_cast<long long>(second_dim_size), " for tensor number ", index, " in the list.");
}
}
inline void check_cat_no_zero_dim(const MaterializedITensorListRef& tensors) {
int64_t i = 0;
for(const Tensor& t : tensors) {
TORCH_CHECK(t.dim() > 0,
"zero-dimensional tensor (at position ", i, ") cannot be concatenated");
i++;
}
}
inline int64_t get_num_splits(const Tensor& self, int64_t split_size, int64_t dim) {
TORCH_CHECK(self.dim() != 0, "split expects at least a 1-dimensional tensor");
TORCH_CHECK(split_size >= 0, "split expects split_size be non-negative, but got split_size=", split_size);
int64_t dim_size = self.size(dim);
TORCH_CHECK(split_size > 0 || dim_size == 0,
"split_size can only be 0 if dimension size is 0, "
"but got dimension size of ", dim_size);
// if split_size is 0 and dimension size is 0, there is 1 split.
int64_t num_splits = 1;
if (split_size != 0) {
// ensuring num_splits is at least 1 makes consistent the case where split_size > dim_size
// (returns a single split). We might want to error here, but keep it for BC.
num_splits = std::max<int64_t>((dim_size + split_size - 1) / split_size, 1);
}
return num_splits;
}
}} // namespace at::native