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As #2 found out, it is possible that nnz overflows the range of unsigned int. In this case, long int seems necessary for CSC/CSR indexing.
Another related problem is limited GPU memory. Suppose we have a matrix with nnz=2^32. Each element requires at least 8B (a float for value and an unsigned int for indexing). This translates to 32GB in total, which already exceeds most GPU memory size.
The text was updated successfully, but these errors were encountered:
As #2 found out, it is possible that nnz overflows the range of unsigned int. In this case, long int seems necessary for CSC/CSR indexing.
Another related problem is limited GPU memory. Suppose we have a matrix with nnz=2^32. Each element requires at least 8B (a float for value and an unsigned int for indexing). This translates to 32GB in total, which already exceeds most GPU memory size.
The text was updated successfully, but these errors were encountered: