Home / Function/ get_dynamo_stats() — pytorch Function Reference

get_dynamo_stats() — pytorch Function Reference

Architecture documentation for the get_dynamo_stats() function in common.py from the pytorch codebase.

Function python DynamoBenchmarks Configuration called by 4

Entity Profile

Dependency Diagram

graph TD
  f00a6213_f2a3_0eef_9451_ee5a24d1ab9f["get_dynamo_stats()"]
  79f63331_206c_51dc_bfd1_4fd84b939754["check_accuracy()"]
  79f63331_206c_51dc_bfd1_4fd84b939754 -->|calls| f00a6213_f2a3_0eef_9451_ee5a24d1ab9f
  c52cc8f1_b576_9d50_98d9_34f721215c0e["run_performance_test_non_alternate()"]
  c52cc8f1_b576_9d50_98d9_34f721215c0e -->|calls| f00a6213_f2a3_0eef_9451_ee5a24d1ab9f
  d162fe35_2cc5_7738_ed94_76ad697846ef["run_performance_test()"]
  d162fe35_2cc5_7738_ed94_76ad697846ef -->|calls| f00a6213_f2a3_0eef_9451_ee5a24d1ab9f
  9bf8449e_2d7f_c370_514b_b3c7bf20f8e1["run_one_model()"]
  9bf8449e_2d7f_c370_514b_b3c7bf20f8e1 -->|calls| f00a6213_f2a3_0eef_9451_ee5a24d1ab9f
  style f00a6213_f2a3_0eef_9451_ee5a24d1ab9f fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

benchmarks/dynamo/common.py lines 1719–1739

def get_dynamo_stats():
    # TODO: consider deepcopy'ing the entire counters struct and
    # adding a helper to do subtraction on it
    return collections.Counter(
        {
            "calls_captured": torch._dynamo.utils.counters["stats"]["calls_captured"],
            "unique_graphs": torch._dynamo.utils.counters["stats"]["unique_graphs"],
            "graph_breaks": sum(torch._dynamo.utils.counters["graph_break"].values()),
            # NB: The plus removes zero counts
            "unique_graph_breaks": len(+torch._dynamo.utils.counters["graph_break"]),
            "autograd_captures": torch._dynamo.utils.counters["compiled_autograd"][
                "captures"
            ],
            "autograd_compiles": torch._dynamo.utils.counters["compiled_autograd"][
                "compiles"
            ],
            "cudagraph_skips": torch._dynamo.utils.counters["inductor"][
                "cudagraph_skips"
            ],
        }
    )

Domain

Subdomains

Called By

Source

Frequently Asked Questions

What does get_dynamo_stats() do?
get_dynamo_stats() is a function in the pytorch codebase.
What calls get_dynamo_stats()?
get_dynamo_stats() is called by 4 function(s): check_accuracy, run_one_model, run_performance_test, run_performance_test_non_alternate.

Analyze Your Own Codebase

Get architecture documentation, dependency graphs, and domain analysis for your codebase in minutes.

Try Supermodel Free