Update tensorrt requirement from ==8.5.3.* to ==10.7.0 in /docker/tensorrt

[dependabot]

Updates the requirements on tensorrt to permit the latest version.

Changelog

Sourced from tensorrt's changelog.

TensorRT OSS Release Changelog

10.6.0 GA - 2024-11-05

Key Feature and Updates:

• Demo Changes

  • demoBERT: The use of fcPlugin in demoBERT has been removed.
  • demoBERT: All TensorRT plugins now used in demoBERT (CustomEmbLayerNormDynamic, CustomSkipLayerNormDynamic, and CustomQKVToContextDynamic) now have versions that inherit from IPluginV3 interface classes. The user can opt-in to use these V3 plugins by specifying --use-v3-plugins to the builder scripts.
    • Opting-in to use V3 plugins does not affect performance, I/O, or plugin attributes.
    • There is a known issue in the V3 (version 4) of CustomQKVToContextDynamic plugin from TensorRT 10.6.0, causing an internal assertion error if either the batch or sequence dimensions differ at runtime from the ones used to serialize the engine. See the “known issues” section of the TensorRT-10.6.0 release notes.
    • For smoother migration, the default behavior is still using the deprecated IPluginV2DynamicExt-derived plugins, when the flag: --use-v3-plugins isn't specified in the builder scripts. The flag --use-deprecated-plugins was added as an explicit way to enforce the default behavior, and is mutually exclusive with --use-v3-plugins.
  • demoDiffusion
    • Introduced BF16 and FP8 support for the Flux.1-dev pipeline.
    • Expanded FP8 support on Ada platforms.
    • Enabled LoRA adapter compatibility for SDv1.5, SDv2.1, and SDXL pipelines using Diffusers version 0.30.3.

• Sample Changes

  • Added the Python sample quickly_deployable_plugins, which demonstrates quickly deployable Python-based plugin definitions (QDPs) in TensorRT. QDPs are a simple and intuitive decorator-based approach to defining TensorRT plugins, requiring drastically less code.

• Plugin Changes

  • The fcPlugin has been deprecated. Its functionality has been superseded by the IMatrixMultiplyLayer that is natively provided by TensorRT.
  • Migrated IPluginV2-descendent version 1 of CustomEmbLayerNormDynamic, to version 6, which implements IPluginV3.
    • The newer versions preserve the attributes and I/O of the corresponding older plugin version.
    • The older plugin versions are deprecated and will be removed in a future release.

• Parser Changes

  • Updated ONNX submodule version to 1.17.0.
  • Fixed issue where conditional layers were incorrectly being added.
  • Updated local function metadata to contain more information.
  • Added support for parsing nodes with Quickly Deployable Plugins.
  • Fixed handling of optional outputs.

• Tool Updates

  • ONNX-Graphsurgeon updated to version 0.5.3
  • Polygraphy updated to 0.49.14.

10.5.0 GA - 2024-09-30

Key Features and Updates:

• Demo changes
  • Added Flux.1-dev pipeline
• Sample changes
  • None
• Plugin changes
  • Migrated IPluginV2-descendent versions of bertQKVToContextPlugin (1, 2, 3) to newer versions (4, 5, 6 respectively) which implement IPluginV3.
  • Note:
    • The newer versions preserve the attributes and I/O of the corresponding older plugin version
    • The older plugin versions are deprecated and will be removed in a future release
• Quickstart guide
  • None
• Parser changes

... (truncated)

Commits

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[dependabot]

OK, I won't notify you again about this release, but will get in touch when a new version is available. If you'd rather skip all updates until the next major or minor version, let me know by commenting @dependabot ignore this major version or @dependabot ignore this minor version. You can also ignore all major, minor, or patch releases for a dependency by adding an ignore condition with the desired update_types to your config file.

If you change your mind, just re-open this PR and I'll resolve any conflicts on it.