einsum.h

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#ifndef TVM_TOPI_EINSUM_H_
#define TVM_TOPI_EINSUM_H_
 
#define LABELRANGE 128
#define NPY_MAXDIMS 16
#define NPY_MAXARGS 16
 
#include <tvm/te/operation.h>
#include <tvm/topi/detail/constant_utils.h>
#include <tvm/topi/detail/ravel_unravel.h>
#include <tvm/topi/detail/tensor_utils.h>
#include <tvm/topi/tags.h>
 
#include <algorithm>
#include <bitset>
#include <iterator>
#include <string>
#include <tuple>
#include <unordered_set>
#include <vector>
 
namespace tvm {
namespace topi {
 
using namespace tvm::te;
using namespace topi::detail;
 
ffi::Array<PrimExpr> InferEinsumShape(const std::string& subscripts,
                                      const std::vector<ffi::Array<PrimExpr>>& operands);
 
Tensor einsum(const std::string& subscripts_str, const ffi::Array<Tensor> inputs,
              std::string name = "T_einsum", std::string tag = kEinsum);
 
struct EinsumEquation {
  static EinsumEquation FromString(const std::string& equation);
  using Label = char;
  using Subscript = std::vector<Label>;
  // Special label value for ellipsis. The value is chosen to be less than any other letters so make
  // sorting easier.
  static constexpr Label kEllipsis = '\0';
  // The input subscripts for each operand of the Einsum operator.
  std::vector<Subscript> inputs;
  // The output subscript of the Einsum equation.
  Subscript output;
};
 
}  // namespace topi
}  // namespace tvm
#endif  // TVM_TOPI_EINSUM_H_