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Graph break overhead

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component: api [Python]Issues re: Python APIIssues re: Python API

component: build systemIssues re: Build systemIssues re: Build system

component: coreIssues re: The core compilerIssues re: The core compiler

component: dynamoIssues relating to the `torch.compile` or `torch._dynamo.export` pathsIssues relating to the `torch.compile` or `torch._dynamo.export` paths

component: runtime

Status: Open (in progress).

pytorch/TensorRTnumber 3946

#3946 In pytorch/TensorRT;

· cehongwang opened on Dec 3, 2025

feat: improve engine caching and fix bugs

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component: api [Python]Issues re: Python APIIssues re: Python API

component: conversionIssues re: Conversion stageIssues re: Conversion stage

component: coreIssues re: The core compilerIssues re: The core compiler

component: dynamoIssues relating to the `torch.compile` or `torch._dynamo.export` pathsIssues relating to the `torch.compile` or `torch._dynamo.export` paths

component: testsIssues re: TestsIssues re: Tests

component: torch_compile

Status: Open (in progress).

pytorch/TensorRTnumber 3932

#3932 In pytorch/TensorRT;

· zewenli98 opened on Nov 24, 2025

Adding rank based logging for torch distributed examples

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component: api [Python]Issues re: Python APIIssues re: Python API

component: conversionIssues re: Conversion stageIssues re: Conversion stage

component: dynamoIssues relating to the `torch.compile` or `torch._dynamo.export` pathsIssues relating to the `torch.compile` or `torch._dynamo.export` paths

component: testsIssues re: TestsIssues re: Tests

component: torch_compile

Status: Open (in progress).

pytorch/TensorRTnumber 3897

#3897 In pytorch/TensorRT;

· apbose opened on Nov 14, 2025

Empty tensor handling

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component: api [Python]Issues re: Python APIIssues re: Python API

component: conversionIssues re: Conversion stageIssues re: Conversion stage

component: coreIssues re: The core compilerIssues re: The core compiler

component: dynamoIssues relating to the `torch.compile` or `torch._dynamo.export` pathsIssues relating to the `torch.compile` or `torch._dynamo.export` paths

component: runtime

component: testsIssues re: TestsIssues re: Tests

Status: Open (in progress).

pytorch/TensorRTnumber 3891

#3891 In pytorch/TensorRT;

· apbose opened on Nov 6, 2025

Llama distributed example

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component: api [Python]Issues re: Python APIIssues re: Python API

component: dynamoIssues relating to the `torch.compile` or `torch._dynamo.export` pathsIssues relating to the `torch.compile` or `torch._dynamo.export` paths

component: loweringIssues re: The lowering / preprocessing passesIssues re: The lowering / preprocessing passes

component: runtime

component: torch_compile

Status: Open (in progress).

pytorch/TensorRTnumber 3831

#3831 In pytorch/TensorRT;

· apbose opened on Sep 22, 2025

Changes to TRT-LLM download tool for multigpu distributed case

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component: api [Python]Issues re: Python APIIssues re: Python API

component: testsIssues re: TestsIssues re: Tests

Status: Open (in progress).

pytorch/TensorRTnumber 3830

#3830 In pytorch/TensorRT;

· apbose opened on Sep 22, 2025

feat: Support storing CUDAGraphs for different input profiles

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component: api [Python]Issues re: Python APIIssues re: Python API

component: dynamoIssues relating to the `torch.compile` or `torch._dynamo.export` pathsIssues relating to the `torch.compile` or `torch._dynamo.export` paths

component: runtime

Status: Draft (not ready).

pytorch/TensorRTnumber 3792

#3792 In pytorch/TensorRT;

· peri044 opened on Aug 25, 2025

Add a testcase for ts compile -> saving with torch_tensorrt.save

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component: api [Python]Issues re: Python APIIssues re: Python API

component: testsIssues re: TestsIssues re: Tests

Status: Open (in progress).

pytorch/TensorRTnumber 3778

#3778 In pytorch/TensorRT;

· narendasan opened on Aug 14, 2025

cherry pick 3700 to 2.8 release: Broadcast removal

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component: api [C++]Issues re: C++ APIIssues re: C++ API

component: api [Python]Issues re: Python APIIssues re: Python API

component: build systemIssues re: Build systemIssues re: Build system

component: conversionIssues re: Conversion stageIssues re: Conversion stage

component: convertersIssues re: Specific op convertersIssues re: Specific op converters

component: dynamoIssues relating to the `torch.compile` or `torch._dynamo.export` pathsIssues relating to the `torch.compile` or `torch._dynamo.export` paths

component: fx

component: loweringIssues re: The lowering / preprocessing passesIssues re: The lowering / preprocessing passes

component: runtime

component: testsIssues re: TestsIssues re: Tests

component: torch_compile

documentationImprovements or additions to documentationImprovements or additions to documentation

fx

Status: Open (in progress).

pytorch/TensorRTnumber 3747

#3747 In pytorch/TensorRT;

· cehongwang opened on Aug 5, 2025

Tentatively eliminate graph break overhead

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component: api [Python]Issues re: Python APIIssues re: Python API

component: build systemIssues re: Build systemIssues re: Build system

component: conversionIssues re: Conversion stageIssues re: Conversion stage

component: convertersIssues re: Specific op convertersIssues re: Specific op converters

component: coreIssues re: The core compilerIssues re: The core compiler

component: dynamoIssues relating to the `torch.compile` or `torch._dynamo.export` pathsIssues relating to the `torch.compile` or `torch._dynamo.export` paths

component: loweringIssues re: The lowering / preprocessing passesIssues re: The lowering / preprocessing passes

component: runtime

component: testsIssues re: TestsIssues re: Tests

Status: Draft (not ready).

pytorch/TensorRTnumber 3741

#3741 In pytorch/TensorRT;

· cehongwang opened on Aug 1, 2025

Dynamic memory allocation

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component: api [Python]Issues re: Python APIIssues re: Python API

component: coreIssues re: The core compilerIssues re: The core compiler

component: dynamoIssues relating to the `torch.compile` or `torch._dynamo.export` pathsIssues relating to the `torch.compile` or `torch._dynamo.export` paths

component: runtime

component: testsIssues re: TestsIssues re: Tests

Status: Open (in progress).

pytorch/TensorRTnumber 3727

#3727 In pytorch/TensorRT;

· cehongwang opened on Jul 29, 2025

Lluo/lan fix torch compile gpt2

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component: api [Python]Issues re: Python APIIssues re: Python API

component: coreIssues re: The core compilerIssues re: The core compiler

component: dynamoIssues relating to the `torch.compile` or `torch._dynamo.export` pathsIssues relating to the `torch.compile` or `torch._dynamo.export` paths

component: runtime

WIPWork is in progress, pull request should not be merged yetWork is in progress, pull request should not be merged yet

Status: Draft (not ready).

pytorch/TensorRTnumber 3671

#3671 In pytorch/TensorRT;

· lanluo-nvidia opened on Jul 8, 2025