get_shapes() — pytorch Function Reference

Architecture documentation for the get_shapes() function in kernels.py from the pytorch codebase.

Function python DynamoBenchmarks Configuration called by 1

Entity Profile

DynamoBenchmarks→ Configuration→ get_shapes() — pytorch Function Reference

Dependency Diagram

graph TD
  41eae90d_e6f1_e9de_d6c3_8a479d504904["get_shapes()"]
  e5564ea1_2d08_4990_c09b_7d9b97e2b066["benchmark()"]
  e5564ea1_2d08_4990_c09b_7d9b97e2b066 -->|calls| 41eae90d_e6f1_e9de_d6c3_8a479d504904
  style 41eae90d_e6f1_e9de_d6c3_8a479d504904 fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

benchmarks/dynamo/genai_layers/kernels.py lines 576–588

    def get_shapes(self) -> tuple[tuple[int, ...], ...]:
        # OOM for (16384, 131072) on h100
        return (
            (32768, 256),
            (32768, 512),
            (32768, 1024),
            (32768, 2048),
            (32768, 4096),
            (32768, 8192),
            (32768, 16384),
            (32768, 32768),
            (32768, 65536),
        ) + extra_shapes_for_norm