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fix conv1d/deconv1d bug with stride more than 1

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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: Draft (not ready).

pytorch/TensorRTnumber 3737

#3737 In pytorch/TensorRT;

· lanluo-nvidia opened on Jul 31, 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

Cherrypick #3703 for release/2.8

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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 3735

#3735 In pytorch/TensorRT;

· zewenli98 opened on Jul 31, 2025

Cherrypick #3719 for release/2.8

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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 3734

#3734 In pytorch/TensorRT;

· zewenli98 opened on Jul 31, 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

Status: Open (in progress).

pytorch/TensorRTnumber 3727

#3727 In pytorch/TensorRT;

· cehongwang opened on Jul 29, 2025

enable back jetpack build

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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: 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: torch_compile

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open (in progress).

pytorch/TensorRTnumber 3720

#3720 In pytorch/TensorRT;

· lanluo-nvidia opened on Jul 25, 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

Fixed SDPA slow down and linear slow down

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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 3700

#3700 In pytorch/TensorRT;

· cehongwang opened on Jul 21, 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: 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

tensorrt_rtx try on

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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: fx

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

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 3679

#3679 In pytorch/TensorRT;

· lanluo-nvidia opened on Jul 10, 2025

Added warnings if the model is in training mode

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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: Open (in progress).

pytorch/TensorRTnumber 3676

#3676 In pytorch/TensorRT;

· cehongwang opened on Jul 10, 2025