[SYSTEMDS-446] Phase 1: Exploit GPU BLAS libraries (integration)

• Type: Epic
• Status: Reopened
• Priority: Major
• Resolution: Unresolved
• Affects Version/s: SystemML 0.13, SystemML 0.14
• Fix Version/s: SystemML 1.1
• Component/s: Compiler, Runtime, Test
• Assignee: Niketan Pansare
• Reporter: Matthias Boehm
• Created: 10/Jan/16 04:12
• Updated: 21/Dec/17 06:05

Sub-Tasks

• Improve the performance of sparse TSMM either by using/implement sparse dsyrk: Open
• LibMatrixCUDA's vectorScalarMultiply() produces incorrect results.: Open
• Make sparse memory estimation robust by handling unknown nnz.: Open
• Add LU and QR functionality to GPU backend: Open
• Support alternative algorithms for CuDNN operators such as convolution: Open
• Support fused weight update operators (similar to codegen on CP): Open
• Support left and right indexing on GPU: Open