Machine Learning Accelerators
Assignments:
Assignment 01: Tensors and Einsum
Assignment 02: GPU Architecture and cuTile
Assignment 03: Matrix Multiplication with cuTile
Assignment 04: Tensor Contractions on GPUs
Assignment 05: Contraction Interface and L2 Optimization
Assignment 06: Multi-Input Einsum Contraction
Assignment 07: Inferring the VLIW ISA of XDNA2
Assignment 08: XDNA GEMM Kernel
Assignment 09: XDNA GEMM
Assignment 10: Using the whole NPU
Submissions:
Submission 01: Tensors and Einsum
Submission 02: GPU Architecture and cuTile
Submission 03: Matrix Multiplication with cuTile
Submission 04: Tensor Contractions on GPUs
Submission 05: Contraction Interface and L2 Optimization
Submission 06: Multi-Input Einsum Contraction
Submission 07: Inferring the VLIW ISA of XDNA2
Submission 08: XDNA GEMM Kernel
Submission 09: XDNA GEMM
Submission 10: Using the whole NPU
Group Specific Component: Un-fusing the MatMul kernel
Machine Learning Accelerators
Index
Index