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Cpu memory optimization

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

component: testsIssues re: TestsIssues re: Tests

Status: Open (in progress).

pytorch/TensorRTnumber 3845

#3845 In pytorch/TensorRT;

· cehongwang opened on Oct 2, 2025

Lluo/cherrypick dlfw changes to main

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component: testsIssues re: TestsIssues re: Tests

Status: Draft (not ready).

pytorch/TensorRTnumber 3844

#3844 In pytorch/TensorRT;

· lanluo-nvidia opened on Oct 1, 2025

Test Only: test windows access violation issue

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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: testsIssues re: TestsIssues re: Tests

Status: Draft (not ready).

pytorch/TensorRTnumber 3842

#3842 In pytorch/TensorRT;

· lanluo-nvidia opened on Sep 29, 2025

addresses the case when shape of upsample tensor contains ITensor

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

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

Status: Open (in progress).

pytorch/TensorRTnumber 3841

#3841 In pytorch/TensorRT;

· apbose opened on Sep 27, 2025

chore(deps): bump monai from 1.5.0 to 1.5.1 in /tools/perf

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dependenciesPull requests that update a dependency filePull requests that update a dependency file

pythonPull requests that update Python codePull requests that update Python code

Status: Open (in progress).

pytorch/TensorRTnumber 3840

#3840 In pytorch/TensorRT;

· dependabot opened on Sep 26, 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: build systemIssues re: Build systemIssues re: Build system

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

Status: Open (in progress).

pytorch/TensorRTnumber 3830

#3830 In pytorch/TensorRT;

· apbose opened on Sep 22, 2025

TRT-LLM installation tool

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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: 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

Status: Open (in progress).

pytorch/TensorRTnumber 3829

#3829 In pytorch/TensorRT;

· apbose opened on Sep 22, 2025

Moe support

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

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

component: testsIssues re: TestsIssues re: Tests

Status: Open (in progress).

pytorch/TensorRTnumber 3811

#3811 In pytorch/TensorRT;

· cehongwang opened on Sep 9, 2025

dynamic input case for index_put with the test cases

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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

Status: Open (in progress).

pytorch/TensorRTnumber 3799

#3799 In pytorch/TensorRT;

· apbose opened on Aug 28, 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

Added the dynamic check in the validator

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

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

Status: Open (in progress).

pytorch/TensorRTnumber 3790

#3790 In pytorch/TensorRT;

· cehongwang opened on Aug 22, 2025