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fix: bugs in TRT 10 upgrade #2832

Merged
merged 2 commits into from
May 18, 2024
Merged

fix: bugs in TRT 10 upgrade #2832

merged 2 commits into from
May 18, 2024

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zewenli98
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Description

Fix bugs in TRT 10 upgrade.

Fixes #2811

Type of change

  • Bug fix (non-breaking change which fixes an issue)

Checklist:

  • My code follows the style guidelines of this project (You can use the linters)
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas and hacks
  • I have made corresponding changes to the documentation
  • I have added tests to verify my fix or my feature
  • New and existing unit tests pass locally with my changes
  • I have added the relevant labels to my PR in so that relevant reviewers are notified

@zewenli98 zewenli98 self-assigned this May 14, 2024
@github-actions github-actions bot added component: conversion Issues re: Conversion stage component: api [Python] Issues re: Python API component: runtime component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths labels May 14, 2024
@github-actions github-actions bot requested a review from gs-olive May 14, 2024 00:40
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@peri044 peri044 left a comment

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LGTM

@@ -29,7 +29,7 @@ class PythonTorchTensorRTModule(Module): # type: ignore[misc]

def __init__(
self,
engine: trt.ICudaEngine,
engine: trt.tensorrt.IHostMemory,
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Lets use the bytes interface (may be just changing the type annotation), but we use the same thing for the C++ runtime

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Thanks. Currently, the engine actually saves serialized engine since TRT 10 changes API that uses builder.build_serialized_network. Do you recommend saving deserialized engines or serialized engines?

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peri044 commented May 17, 2024

Can this be merged @zewenli98 ? If so, please raise a cherry pick to release/2.3 it it's needed

@zewenli98 zewenli98 merged commit 100a6d7 into main May 18, 2024
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zewenli98 added a commit that referenced this pull request May 18, 2024
@zewenli98 zewenli98 mentioned this pull request May 18, 2024
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zewenli98 added a commit that referenced this pull request May 24, 2024
laikhtewari pushed a commit that referenced this pull request May 24, 2024
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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: runtime
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🐛 [Bug] An assertion error when upgrading to enqueueV3 interface
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