DynamoBenchmarks

AOTInductorModelCache Class — pytorch Architecture

Architecture documentation for the AOTInductorModelCache class in common.py from the pytorch codebase.

Class python

BenchmarkRunner Class — pytorch Architecture

Architecture documentation for the BenchmarkRunner class in common.py from the pytorch codebase.

Class python

CI Class — pytorch Architecture

Architecture documentation for the CI class in common.py from the pytorch codebase.

Class python

DummyGradScaler Class — pytorch Architecture

Architecture documentation for the DummyGradScaler class in common.py from the pytorch codebase.

Class python

JitTracedCache Class — pytorch Architecture

Architecture documentation for the JitTracedCache class in common.py from the pytorch codebase.

Class python

NativeRTCache Class — pytorch Architecture

Architecture documentation for the NativeRTCache class in common.py from the pytorch codebase.

Class python

Stats Class — pytorch Architecture

Architecture documentation for the Stats class in common.py from the pytorch codebase.

Class python

TimeOutException Class — pytorch Architecture

Architecture documentation for the TimeOutException class in common.py from the pytorch codebase.

Class python

CustomLinear Class — pytorch Architecture

Architecture documentation for the CustomLinear class in dist_util.py from the pytorch codebase.

Class python

MyModule Class — pytorch Architecture

Architecture documentation for the MyModule class in dist_util.py from the pytorch codebase.

Class python

ToyModel Class — pytorch Architecture

Architecture documentation for the ToyModel class in dist_util.py from the pytorch codebase.

Class python

Benchmark Class — pytorch Architecture

Architecture documentation for the Benchmark class in huggingface_llm_models.py from the pytorch codebase.

Class python

TextGenerationBenchmark Class — pytorch Architecture

Architecture documentation for the TextGenerationBenchmark class in huggingface_llm_models.py from the pytorch codebase.

Class python

WhisperBenchmark Class — pytorch Architecture

Architecture documentation for the WhisperBenchmark class in huggingface_llm_models.py from the pytorch codebase.

Class python

HuggingfaceRunner Class — pytorch Architecture

Architecture documentation for the HuggingfaceRunner class in huggingface.py from the pytorch codebase.

Class python

CrossEntropyBackward Class — pytorch Architecture

Architecture documentation for the CrossEntropyBackward class in kernels.py from the pytorch codebase.

Class python

CrossEntropyForward Class — pytorch Architecture

Architecture documentation for the CrossEntropyForward class in kernels.py from the pytorch codebase.

Class python

LayerNormBackward Class — pytorch Architecture

Architecture documentation for the LayerNormBackward class in kernels.py from the pytorch codebase.

Class python

LayerNormForward Class — pytorch Architecture

Architecture documentation for the LayerNormForward class in kernels.py from the pytorch codebase.

Class python

RMSNormBackward Class — pytorch Architecture

Architecture documentation for the RMSNormBackward class in kernels.py from the pytorch codebase.

Class python

RMSNormForward Class — pytorch Architecture

Architecture documentation for the RMSNormForward class in kernels.py from the pytorch codebase.

Class python

SoftmaxBackward Class — pytorch Architecture

Architecture documentation for the SoftmaxBackward class in kernels.py from the pytorch codebase.

Class python

SoftmaxForward Class — pytorch Architecture

Architecture documentation for the SoftmaxForward class in kernels.py from the pytorch codebase.

Class python

BenchmarkKernel Class — pytorch Architecture

Architecture documentation for the BenchmarkKernel class in utils.py from the pytorch codebase.

Class python

Performance Class — pytorch Architecture

Architecture documentation for the Performance class in utils.py from the pytorch codebase.

Class python

DynamoBenchmarks Domain — pytorch Architecture

Python-based performance testing and benchmarking infrastructure for the TorchDynamo compiler and general model performance. Architectural overview of the DynamoBenchmarks domain in the pytorch codebase. Contains 14 source files.

Domain

benchmarks.py — pytorch Source File

Architecture documentation for benchmarks.py, a python file in the pytorch codebase.

File python

common.py — pytorch Source File

Architecture documentation for common.py, a python file in the pytorch codebase.

File python

dist_util.py — pytorch Source File

Architecture documentation for dist_util.py, a python file in the pytorch codebase.

File python

distributed.py — pytorch Source File

Architecture documentation for distributed.py, a python file in the pytorch codebase.

File python

benchmark.py — pytorch Source File

Architecture documentation for benchmark.py, a python file in the pytorch codebase.

File python

kernels.py — pytorch Source File

Architecture documentation for kernels.py, a python file in the pytorch codebase.

File python

utils.py — pytorch Source File

Architecture documentation for utils.py, a python file in the pytorch codebase.

File python

huggingface_llm_models.py — pytorch Source File

Architecture documentation for huggingface_llm_models.py, a python file in the pytorch codebase.

File python

huggingface.py — pytorch Source File

Architecture documentation for huggingface.py, a python file in the pytorch codebase.

File python

benchmark_helper.py — pytorch Source File

Architecture documentation for benchmark_helper.py, a python file in the pytorch codebase.

File python

inductor_bmm.py — pytorch Source File

Architecture documentation for inductor_bmm.py, a python file in the pytorch codebase.

File python

inductor_cpu_atomic.py — pytorch Source File

Architecture documentation for inductor_cpu_atomic.py, a python file in the pytorch codebase.

File python

inductor_mm.py — pytorch Source File

Architecture documentation for inductor_mm.py, a python file in the pytorch codebase.

File python

matmul_relu.py — pytorch Source File

Architecture documentation for matmul_relu.py, a python file in the pytorch codebase.

File python

main() — pytorch Function Reference

Architecture documentation for the main() function in analyze_templates.py from the pytorch codebase.

Function python

optimize_templates() — pytorch Function Reference

Architecture documentation for the optimize_templates() function in analyze_templates.py from the pytorch codebase.

Function python

parse_log_file() — pytorch Function Reference

Architecture documentation for the parse_log_file() function in analyze_templates.py from the pytorch codebase.

Function python

bench() — pytorch Function Reference

Architecture documentation for the bench() function in bench_mm_fusion.py from the pytorch codebase.

Function python

fusion_type() — pytorch Function Reference

Architecture documentation for the fusion_type() function in bench_mm_fusion.py from the pytorch codebase.

Function python

mm_add_relu() — pytorch Function Reference

Architecture documentation for the mm_add_relu() function in bench_mm_fusion.py from the pytorch codebase.

Function python

mm_add() — pytorch Function Reference

Architecture documentation for the mm_add() function in bench_mm_fusion.py from the pytorch codebase.

Function python

mm_relu() — pytorch Function Reference

Architecture documentation for the mm_relu() function in bench_mm_fusion.py from the pytorch codebase.

Function python