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
  aff66d05_5d3d_4da7_8411_2f17754c512b["get_shapes()"]
  9ad13df4_e4bb_8645_a1ce_35d8e720f64d["benchmark()"]
  9ad13df4_e4bb_8645_a1ce_35d8e720f64d -->|calls| aff66d05_5d3d_4da7_8411_2f17754c512b
  style aff66d05_5d3d_4da7_8411_2f17754c512b fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

benchmarks/dynamo/genai_layers/kernels.py lines 652–664

    def get_shapes(self) -> tuple[tuple[int, ...], ...]:
        # OOM for (16384, 131072), (8192, 262144)
        return (
            (32768, 256),
            (32768, 512),
            (32768, 1024),
            (32768, 2048),
            (32768, 4096),
            (32768, 8192),
            (32768, 16384),
            (32768, 32768),
            (32768, 65536),
        ) + extra_shapes_for_norm