autodiff.h

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 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
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 *   http://www.apache.org/licenses/LICENSE-2.0
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#ifndef TVM_TE_AUTODIFF_H_
#define TVM_TE_AUTODIFF_H_
 
#include <tvm/runtime/object.h>
#include <tvm/tir/expr.h>
 
#include "tensor.h"
 
namespace tvm {
namespace te {
 
PrimExpr Derivative(const PrimExpr& expr, const Var& var);
 
Tensor Jacobian(const Tensor& output, const Tensor& input);
 
Tensor VectorJacobianProduct(const Tensor& output, const Tensor& input, const Tensor& head);
 
TVM_DLL Array<Tensor> Gradient(const Tensor& output, const Array<Tensor>& inputs,
                               const Tensor& head = Tensor());
 
}  // namespace te
}  // namespace tvm
 
#endif  // TVM_TE_AUTODIFF_H_