Mojo package

gpu

Packages

• ​amd: Provides the AMD GPU backend implementations for matmuls.
• ​sm100: Provides the Nvidia Blackwell backend implementations for matmuls.
• ​sm80: Provides the CPU Hopper backend implementations for matmuls.
• ​sm90: Provides the Nvidia Hopper backend implementations for matmuls.

Modules

• ​profiler:
• ​tile_scheduler:
• ​tile_scheduler_splitk:

Functions

• ​matmul_kernel: Matrix Multiplication using shared memory. This version loads blocks of size tile_size x tile_size from A and B and updates a tile_size x tile_size in C. The thread block should have shape (tile_size, tile_size, 1). Each thread is mapped one element in C. The grid should have shape (N/tile_size, M/tile_size, 1). N is the first dimension for coalesced access.
• ​matmul_kernel_naive:
• ​multistage_gemm:
• ​split_k_reduce:

Was this page helpful?

Thank you! We'll create more content like this.

Thank you for helping us improve!

😔 What went wrong?

Some code doesn’t work

It includes inaccurate information

It's missing information I need

It was difficult to understand

Other

Submit