|
|
template<Backend Matrix> |
| Tensor< Matrix > | cpp_matrix::nn::functional::sigmoid (const Tensor< Matrix > &input) |
| | Applies the element-wise function \( Sigmoid(x) \).
|
| |
|
template<Backend Matrix> |
| Tensor< Matrix > | cpp_matrix::nn::functional::mse_loss (const Tensor< Matrix > &input, const Tensor< Matrix > &target) |
| | Measure the element-wise Mean Squared Error.
|
| |
|
| Tensor (Matrix m) |
| | Initialize a tensor with matrix data.
|
| |
|
| Tensor (std::initializer_list< std::initializer_list< ElementType > > initData) |
| | Initialize a tensor with init data.
|
| |
|
| Tensor (const Tensor &other) |
| |
|
| Tensor (Tensor &&other) |
| |
|
size_t | Row () const |
| |
|
size_t | Column () const |
| |
|
Tensor | operator- () const |
| |
|
Tensor | operator+ (ElementType v) const |
| |
|
Tensor | operator- (const Tensor &other) const |
| |
|
Tensor | operator* (const Tensor &other) const |
| |
|
Tensor | AddToRow (const Tensor &other) const |
| |
|
Tensor | Pow (ElementType n) const |
| |
|
Tensor | operator+ (const Tensor &other) const |
| |
|
Tensor | operator* (ElementType n) const |
| |
|
Tensor | operator/ (ElementType n) const |
| |
|
Tensor | Exp () const |
| |
|
ElementType | operator[] (size_t row, size_t column) const |
| |
|
Tensor | DivBy (ElementType v) const |
| | Applies the element-wise function: v / x.
|
| |
| Tensor | Sum () const |
| | Returns the sum of all elements in the tensor.
|
| |
| Tensor | Derivative (const Tensor &x) const |
| | Get derivative of tensor at x.
|
| |
| Tensor | SumX () const |
| | Returns the sum of all elements in the tensor.
|
| |
1.13.2