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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: 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: Draft (not ready).

pytorch/TensorRTnumber 3784

#3784 In pytorch/TensorRT;

· apbose opened on Aug 19, 2025

fix: batch norm issue encountered in RAFT

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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

Status: Open (in progress).

pytorch/TensorRTnumber 3758

#3758 In pytorch/TensorRT;

· zewenli98 opened on Aug 7, 2025

Add support for TensorRT-RTX

ciflow/binaries/allBuild for all Python VersionsBuild for all Python Versions

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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: 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: evaluatorsIssues re: Specific op evaluatorsIssues re: Specific op evaluators

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

component: partitioning

component: runtime

component: testsIssues re: TestsIssues re: Tests

documentationImprovements or additions to documentationImprovements or additions to documentation

fx

Status: Open (in progress).

pytorch/TensorRTnumber 3753

#3753 In pytorch/TensorRT;

· lanluo-nvidia opened on Aug 6, 2025

add strong typing fix

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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: Draft (not ready).

pytorch/TensorRTnumber 3749

#3749 In pytorch/TensorRT;

· lanluo-nvidia opened on Aug 5, 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

fix: Inferred dimensions at build time in reshape

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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 3746

#3746 In pytorch/TensorRT;

· keehyuna opened on Aug 5, 2025

feat: Add support for Groot N1.5 model

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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: runtime

Status: Draft (not ready).

pytorch/TensorRTnumber 3736

#3736 In pytorch/TensorRT;

· peri044 opened on Jul 31, 2025

fix: prelu perf gap on Unet

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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

Status: Open (in progress).

pytorch/TensorRTnumber 3717

#3717 In pytorch/TensorRT;

· zewenli98 opened on Jul 24, 2025

fix: Remove type casting in matmul and add scalar tensor conversion

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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 3713

#3713 In pytorch/TensorRT;

· keehyuna opened on Jul 24, 2025

Index converter dynamic cases fix

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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: testsIssues re: TestsIssues re: Tests

Status: Open (in progress).

pytorch/TensorRTnumber 3694

#3694 In pytorch/TensorRT;

· apbose opened on Jul 17, 2025

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

Status: Draft (not ready).

pytorch/TensorRTnumber 3602

#3602 In pytorch/TensorRT;

· cehongwang opened on Jun 17, 2025

TRT-LLM loading mechanism 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 3398

#3398 In pytorch/TensorRT;

· apbose opened on Feb 14, 2025