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Pull requests: pytorch/TensorRT

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Pull requests list

Convert torch.cond to TensorRT IIfConditional cla signed 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: lowering Issues re: The lowering / preprocessing passes component: tests Issues re: Tests
#4657 opened Sep 2, 2026 by micwill755 Collaborator Loading…
2 tasks done
1
fix nspect vulnerbility ci: full cla signed component: build system Issues re: Build system component: tests Issues re: Tests
#4656 opened Sep 2, 2026 by lanluo-nvidia Collaborator • Draft
7 tasks
fix(executorch): back device-planned arenas when loading in Python cla signed component: api [Python] Issues re: Python API component: tests Issues re: Tests
#4655 opened Sep 2, 2026 by shoumikhin Contributor Loading…
executorch support cu126 ci: full cla signed component: api [Python] Issues re: Python API component: build system Issues re: Build system component: tests Issues re: Tests
#4654 opened Sep 2, 2026 by lanluo-nvidia Collaborator Loading…
7 tasks
fix(fx): drop the dynamic_range argument from the 8 remaining mark_as_int8_layer calls cla signed component: api [Python] Issues re: Python API component: fx fx
#4651 opened Aug 30, 2026 by Anai-Guo Loading…
1
fix: order the placeholders first before computing serde range constraints ci: full 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: tests Issues re: Tests
#4648 opened Aug 29, 2026 by tp5uiuc Collaborator Loading…
@tp5uiuc
1
fix: keep PyTorch-executed weights on the device when the mutable module offloads ci: full 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 component: tests Issues re: Tests
#4647 opened Aug 29, 2026 by tp5uiuc Collaborator Loading…
@tp5uiuc
2
fix: guard the FP32 GEMMs that reach TensorRT-RTX through linear and attention backend: TensorRT backend: TensorRT-RTX ci: full cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#4646 opened Aug 29, 2026 by tp5uiuc Collaborator • 4/4 Loading…
@tp5uiuc
5
fix: guard the GEMM the cdist converter emits on Turing ci: full cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#4645 opened Aug 29, 2026 by tp5uiuc Collaborator • 3/4 Loading…
@tp5uiuc
7
fix: guard the 3D convolutions the pad-folding pass hides from the conv guard ci: full cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#4644 opened Aug 29, 2026 by tp5uiuc Collaborator • 2/4 Loading…
@tp5uiuc
5
fix: TensorRT-RTX Turing (SM 7.5) capability guards and compute-capability targeting ci: full cla signed 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: tests Issues re: Tests
#4643 opened Aug 29, 2026 by tp5uiuc Collaborator • 1/4 Loading…
@tp5uiuc
19
Short-circuit index_put with a statically-empty index cla signed 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
#4641 opened Aug 29, 2026 by apbose Collaborator Loading…
2 tasks done
fix: Dynamo compile support for None outputs 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: tests Issues re: Tests
#4640 opened Aug 28, 2026 by dongwoonhyun Loading…
4 of 7 tasks
feature: Dynamo implementation of torch_executed_modules 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: tests Issues re: Tests
#4639 opened Aug 28, 2026 by dongwoonhyun Loading…
4 of 7 tasks
Fix/TopK converter 1D input support cla signed 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: tests Issues re: Tests
#4637 opened Aug 28, 2026 by dongwoonhyun Loading…
4 of 7 tasks
1
Cast/normalize attn_bias in scaled_dot_product_efficient_attention cla signed 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: tests Issues re: Tests
#4636 opened Aug 28, 2026 by apbose Collaborator Loading…
1 of 2 tasks
v2.15.0
fix(dynamo): handle symbolic converter parameters cla signed 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: tests Issues re: Tests
#4633 opened Aug 28, 2026 by narendasan Collaborator • 7/7 Loading…
2
fix(dynamo): harden dynamic converter boundaries cla signed 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: tests Issues re: Tests
#4632 opened Aug 28, 2026 by narendasan Collaborator • 6/7 Loading…
4
fix(dynamo): handle dynamic scatter and index updates cla signed 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: lowering Issues re: The lowering / preprocessing passes component: tests Issues re: Tests component: torch_compile
#4631 opened Aug 28, 2026 by narendasan Collaborator • 5/7 Loading…
3
fix(dynamo): make truncate_double metadata match engine precision cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#4630 opened Aug 28, 2026 by narendasan Collaborator • 4/7 Loading…
3
fix(dynamo): preserve explicit device placement across partitions cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage component: core Issues re: The core compiler component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths component: tests Issues re: Tests
#4629 opened Aug 28, 2026 by narendasan Collaborator • 3/7 Loading…
2
fix(dynamo): normalize scalar values at engine boundaries cla signed component: api [Python] Issues re: Python API component: conversion Issues re: Conversion stage 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
#4628 opened Aug 28, 2026 by narendasan Collaborator • 2/7 Loading…
4
fix(dynamo): remap engine output symbols during fake execution 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 component: tests Issues re: Tests
#4627 opened Aug 28, 2026 by narendasan Collaborator • 1/7 Loading…
3
fix: unify LINSPACE alpha/beta dtype in the arange converter cla signed 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: tests Issues re: Tests
#4626 opened Aug 28, 2026 by SrivastavaKshitij Loading…
5 of 7 tasks
1
3
Added dynamo-torchao test suite under the full CI lane cla signed component: tests Issues re: Tests
#4601 opened Aug 26, 2026 by micwill755 Collaborator • 5/5 Loading…
5 of 8 tasks
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