* \brief Frees memory previously allocated with allocateHost(size_t). * Passing a NULL-pointer should be a no-op. * \param memory the memory to be

* \brief Converts the specified Eigen matrix into the * corresponding cuMat matrix. * Note that Eigen does not support batched matrices. Hence, this

Converts from a PIL image to a tensor.

For testing only

For testing only

* \brief Returns the current value of the reference counter. * This can be used to determine if this memory is used uniquely * by an object. * \

* \brief Returns the free memory on the device in bytes. * \return the free memory in bytes */

* \return the number of non-zero entries */

* \brief Returns the total available memory on the device in bytes. * \return the total available memory in bytes */

Retrieves the metadata from a safetensors file.

Constructs an exponential noise schedule.

Constructs the noise schedule of Karras et al. (2022).

Constructs an polynomial in log sigma noise schedule.

Constructs a continuous VP noise schedule.

Apply passed in transforms for HuggingFace Datasets.

* \brief Extracts the imaginary part of the complex matrix. * This method is only available for complex matrices. * This is the non-const lval

* \brief Converts from the linear index back to row, column and batch index. * Requirement of \c AccessFlags::WriteCwise * \param index the linear

* \brief Forces inplace assignment. * The only usecase is <code>matrix.inplace() = expression</code> * where the content's of matrix are overw

* \brief Computes the inverse of the input matrix. * \return The inverse matrix */

* \brief Tests if the matrix at the specified batch was singular during the initial LU decomposition * \param batch the batch * \return true

\returns the number of iterations performed during the last solve */

* \brief Converts linear index of nnz to row+col+batch index. This is required for AccessFlags::WriteCwise */

* \brief Converts linear index of nnz to row+col+batch index. This is required for AccessFlags::WriteCwise */

* \brief Converts linear index of nnz to row+col+batch index. This is required for AccessFlags::WriteCwise */

Loads the warmup scheduler's state. Arguments: state_dict (dict): warmup scheduler state. Should be an object returned

* \brief Computes the log-determinant of this matrix. * \return The log-determinant */

* \brief Computes the log-determinant of this matrix. * \return The log-determinant */

* \brief Checks if the underlying data is used by an other matrix expression and if so, * copies the data so that this matrix is the exclusive use

* \brief Allocates size-number of bytes on the host system. * This memory must be freed with freeHost(void*). * * Note that allocate zero bytes