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Pull requests: pytorch/TensorRT
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fix: set example models to eval mode and follow the convention
cla signed
#3770
opened Aug 9, 2025 by
zewenli98
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4 of 7 tasks
Cherry pick jetson enablement from 2.8 release branch to main
ciflow/binaries/all
Build for all Python Versions
cla signed
component: api [Python]
Issues re: Python API
component: build system
Issues re: Build system
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: lowering
Issues re: The lowering / preprocessing passes
documentation
Improvements or additions to documentation
#3765
opened Aug 8, 2025 by
lanluo-nvidia
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7 tasks
Please do not review: perf test rtx only
cla signed
WIP
Work is in progress, pull request should not be merged yet
#3763
opened Aug 7, 2025 by
lanluo-nvidia
•
Draft
7 tasks
Breaking Change: Remove the deprecated int8 calibrator related
ciflow/binaries/all
Build for all Python Versions
cla signed
component: api [C++]
Issues re: C++ API
component: api [Python]
Issues re: Python API
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: core
Issues re: The core compiler
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: runtime
component: tests
Issues re: Tests
fx
#3759
opened Aug 7, 2025 by
lanluo-nvidia
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7 tasks
fix: batch norm issue encountered in RAFT
cla signed
component: api [Python]
Issues re: Python API
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: lowering
Issues re: The lowering / preprocessing passes
#3758
opened Aug 7, 2025 by
zewenli98
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5 of 7 tasks
Revised the lowering pass according to Bo's suggestion
cla signed
#3756
opened Aug 7, 2025 by
cehongwang
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7 tasks
Add support for TensorRT-RTX
ciflow/binaries/all
Build for all Python Versions
cla signed
component: api [C++]
Issues re: C++ API
component: api [Python]
Issues re: Python API
component: build system
Issues re: Build system
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: core
Issues re: The core compiler
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: evaluators
Issues re: Specific op evaluators
component: fx
component: lowering
Issues re: The lowering / preprocessing passes
component: partitioning
component: runtime
component: tests
Issues re: Tests
documentation
Improvements or additions to documentation
fx
#3753
opened Aug 6, 2025 by
lanluo-nvidia
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7 tasks
fix: atan2 strong type support & bug fix for integer dynamic shape
cla signed
component: api [Python]
Issues re: Python API
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
#3751
opened Aug 6, 2025 by
chohk88
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6 of 7 tasks
add strong typing fix
cla signed
component: api [Python]
Issues re: Python API
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
#3749
opened Aug 5, 2025 by
lanluo-nvidia
•
Draft
7 tasks
cherry pick 3700 to 2.8 release: Broadcast removal
cla signed
component: api [C++]
Issues re: C++ API
component: api [Python]
Issues re: Python API
component: build system
Issues re: Build system
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: fx
component: lowering
Issues re: The lowering / preprocessing passes
component: runtime
component: tests
Issues re: Tests
component: torch_compile
documentation
Improvements or additions to documentation
fx
#3747
opened Aug 5, 2025 by
cehongwang
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7 tasks
fix: Inferred dimensions at build time in reshape
cla signed
component: api [Python]
Issues re: Python API
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
#3746
opened Aug 5, 2025 by
keehyuna
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4 of 7 tasks
add sliding window support for Gemma3
cla signed
#3742
opened Aug 2, 2025 by
lanluo-nvidia
•
Draft
7 tasks
Tentatively eliminate graph break overhead
cla signed
component: api [Python]
Issues re: Python API
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: runtime
#3741
opened Aug 1, 2025 by
cehongwang
•
Draft
7 tasks
Feat: Pre-quantized LLM model support
cla signed
#3740
opened Aug 1, 2025 by
keehyuna
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3 of 7 tasks
feat: Add support for Groot N1.5 model
cla signed
component: api [Python]
Issues re: Python API
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: lowering
Issues re: The lowering / preprocessing passes
component: runtime
feat: check the num of ILayer types and compare with ONNX-TRT in converter tests
cla signed
component: tests
Issues re: Tests
#3732
opened Jul 31, 2025 by
zewenli98
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4 of 7 tasks
Dynamic memory allocation
cla signed
component: api [Python]
Issues re: Python API
component: core
Issues re: The core compiler
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: runtime
#3727
opened Jul 29, 2025 by
cehongwang
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7 tasks
fix: prelu perf gap on Unet
cla signed
component: api [Python]
Issues re: Python API
component: conversion
Issues re: Conversion stage
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
#3717
opened Jul 24, 2025 by
zewenli98
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4 of 7 tasks
fix: Remove type casting in matmul and add scalar tensor conversion
cla signed
component: api [Python]
Issues re: Python API
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
#3713
opened Jul 24, 2025 by
keehyuna
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7 tasks
integrated vlm code for benchmark for Eagle2
cla signed
#3698
opened Jul 21, 2025 by
chohk88
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6 of 7 tasks
Index converter dynamic cases fix
cla signed
component: api [Python]
Issues re: Python API
component: conversion
Issues re: Conversion stage
component: converters
Issues re: Specific op converters
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: tests
Issues re: Tests
#3694
opened Jul 17, 2025 by
apbose
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Added warnings if the model is in training mode
cla signed
component: api [Python]
Issues re: Python API
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: runtime
#3676
opened Jul 10, 2025 by
cehongwang
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7 tasks
chore: move external dep installation into a separate script
cla signed
component: tests
Issues re: Tests
#3672
opened Jul 8, 2025 by
peri044
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7 tasks
Lluo/lan fix torch compile gpt2
cla signed
component: api [Python]
Issues re: Python API
component: core
Issues re: The core compiler
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: runtime
WIP
Work is in progress, pull request should not be merged yet
#3671
opened Jul 8, 2025 by
lanluo-nvidia
•
Draft
7 tasks
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