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Pull requests: pytorch/TensorRT
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examples: Add example usage script for Function/Module-level acceleration
cla signed
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
documentation
Improvements or additions to documentation
Story: Dynamo Compile Improvements
Issues relating to improvement of the Dynamo compile path
#2103
opened Jul 12, 2023 by
gs-olive
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updated Nov 13, 2023
Enabled python runtime saving
cla signed
component: api [Python]
Issues re: Python API
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: runtime
#2999
opened Jul 11, 2024 by
cehongwang
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updated Jul 30, 2024
7 tasks
Tensor parallel documentation
cla signed
documentation
Improvements or additions to documentation
#3359
opened Jan 17, 2025 by
apbose
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updated Feb 18, 2025
7 tasks
[Docs] Updating title for jetpack installation guide
cla signed
documentation
Improvements or additions to documentation
#3495
opened Apr 27, 2025 by
deo-abhijit
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updated Apr 27, 2025
Add support for JetPack 6.2 build
cla signed
component: build system
Issues re: Build system
documentation
Improvements or additions to documentation
needs-release-cherrypick
#3453
opened Mar 28, 2025 by
johnnynunez
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updated May 15, 2025
add a quick fail fast feed-back actions before the full tests is triggered
cla signed
component: build system
Issues re: Build system
component: tests
Issues re: Tests
#3541
opened May 30, 2025 by
lanluo-nvidia
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updated Jun 6, 2025
7 tasks
Debugging guide for TensorRT
cla signed
documentation
Improvements or additions to documentation
#3489
opened Apr 23, 2025 by
narendasan
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updated Jun 9, 2025
7 tasks
AOT plugin: examples with RMSNORM
cla signed
documentation
Improvements or additions to documentation
#3529
opened May 21, 2025 by
bowang007
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updated Jun 12, 2025
7 tasks
Cpu memory optimization
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
component: lowering
Issues re: The lowering / preprocessing passes
#3602
opened Jun 17, 2025 by
cehongwang
•
Draft
updated Jun 24, 2025
7 tasks
add weekly cron job to upgrade uv lock
cla signed
#3616
opened Jun 25, 2025 by
lanluo-nvidia
•
Draft
updated Jun 25, 2025
7 tasks
chore: Fix path in FLUX demo
cla signed
#3654
opened Jul 3, 2025 by
peri044
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updated Jul 3, 2025
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
updated Jul 9, 2025
7 tasks
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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updated Jul 10, 2025
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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updated Jul 29, 2025
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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updated Jul 30, 2025
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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updated Aug 5, 2025
4 of 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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updated Aug 5, 2025
7 tasks
Revised the lowering pass according to Bo's suggestion
cla signed
#3756
opened Aug 7, 2025 by
cehongwang
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updated Aug 7, 2025
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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updated Aug 8, 2025
7 tasks
Add a testcase for ts compile -> saving with torch_tensorrt.save
cla signed
component: api [Python]
Issues re: Python API
component: tests
Issues re: Tests
#3778
opened Aug 14, 2025 by
narendasan
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updated Aug 15, 2025
7 tasks done
TRT-LLM loading mechanism tool
cla signed
component: api [Python]
Issues re: Python API
component: build system
Issues re: Build system
component: conversion
Issues re: Conversion stage
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: tests
Issues re: Tests
#3398
opened Feb 14, 2025 by
apbose
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updated Aug 19, 2025
Changes to TRT-LLM download tool for multigpu distributed case
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
component: tests
Issues re: Tests
Distributed llama3 example
cla signed
component: api [Python]
Issues re: Python API
component: dynamo
Issues relating to the `torch.compile` or `torch._dynamo.export` paths
component: lowering
Issues re: The lowering / preprocessing passes
component: runtime
component: torch_compile
fix: fix signature mismatch issue for non-tensor input in plugin converter
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
#3788
opened Aug 19, 2025 by
bowang007
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updated Aug 19, 2025
7 tasks
feat: Enhance capability of engine caching and refitting
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
component: tests
Issues re: Tests
component: torch_compile
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