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add runtime_platform_compatibility flag #3090

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Description

Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.

Fixes # (issue)

Type of change

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  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update

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

@lanluo-nvidia lanluo-nvidia self-assigned this Aug 15, 2024
@github-actions github-actions bot added component: tests Issues re: Tests component: conversion Issues re: Conversion stage component: api [Python] Issues re: Python API component: dynamo Issues relating to the `torch.compile` or `torch._dynamo.export` paths labels Aug 15, 2024
@github-actions github-actions bot requested a review from peri044 August 15, 2024 21:02
@lanluo-nvidia
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when I locally test it I got the following error on https://github.com/pytorch/TensorRT/blob/main/py/torch_tensorrt/dynamo/runtime/_TorchTensorRTModule.py#L150:

torch_tensorrt [TensorRT Conversion Context]:logging.py:24 IRuntime::deserializeCudaEngine: Error Code 1: Serialization (Serialization assertion plan->header.pad == expectedPlatformTag failed.Platform specific tag mismatch detected. TensorRT plan files are only supported on the target runtime platform they were created on.)

@github-actions github-actions bot removed the component: tests Issues re: Tests label Aug 15, 2024
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There are some changes that do not conform to Python style guidelines:

--- /home/runner/work/TensorRT/TensorRT/py/torch_tensorrt/_compile.py	2024-08-15 21:14:09.852290+00:00
+++ /home/runner/work/TensorRT/TensorRT/py/torch_tensorrt/_compile.py	2024-08-15 21:14:29.311129+00:00
@@ -532,6 +532,6 @@

                with enable_torchbind_tracing():
                    exp_program = torch.export.export(
                        module, tuple(arg_inputs), kwargs=kwarg_inputs, strict=False
                    )
-                    torch.export.save(exp_program, file_path)
\ No newline at end of file
+                    torch.export.save(exp_program, file_path)

@lanluo-nvidia lanluo-nvidia added the WIP Work is in progress, pull request should not be merged yet label Aug 19, 2024
@github-actions github-actions bot requested a review from gs-olive August 19, 2024 18:03
@narendasan
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For this make sure to add the cross_compile flag as one of the engine invariant settings so that the cache doesnt try to pull them by accident

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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 component: tests Issues re: Tests WIP Work is in progress, pull request should not be merged yet
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3 participants