TensorRT OSS release v7.2.1

[rajeevsrao]

TensorRT-OSS 7.2.1 - 2020-10-20

Added

• Polygraphy v0.20.13 - Deep Learning Inference Prototyping and Debugging Toolkit
• PyTorch-Quantization Toolkit v2.0.0
• Updated BERT plugins for variable sequence length inputs
  • Optimized kernels for sequence lengths of 64 and 96 added
• Added Tacotron2 + Waveglow TTS demo #677
• Re-enable GridAnchorRect_TRT plugin with rectangular feature maps #679
• Update batchedNMS plugin to IPluginV2DynamicExt interface #738
• Support 3D inputs in InstanceNormalization plugin #745
• Added this CHANGELOG.md

Changed

• ONNX GraphSurgeon - v0.2.7 with bugfixes, new examples.
• demo/BERT bugfixes for Jetson Xavier
• Updated build Dockerfile to cuda-11.1
• Updated ClangFormat style specification according to TensorRT coding guidelines

Signed-off-by: Rajeev Rao rajeevrao@nvidia.com

[lgtm-com]

This pull request introduces 69 alerts and fixes 1 when merging 91281699306c2d4f754af056284e42cc9ddc7656 into 30bb967 - view on LGTM.com

new alerts:

• 26 for Unused import
• 13 for Missing call to __init__ during object initialization
• 12 for Unused local variable
• 12 for Except block handles 'BaseException'
• 1 for __eq__ not overridden when adding attributes
• 1 for Module is imported more than once
• 1 for Module imports itself
• 1 for Unused argument in a formatting call
• 1 for Variable defined multiple times
• 1 for Use of 'global' at module level

fixed alerts:

• 1 for Unused import

[lgtm-com]

This pull request introduces 69 alerts and fixes 1 when merging af01f4f047f19f43aa10159f138382deebf20777 into 30bb967 - view on LGTM.com

new alerts:

• 26 for Unused import
• 13 for Missing call to __init__ during object initialization
• 12 for Unused local variable
• 12 for Except block handles 'BaseException'
• 1 for __eq__ not overridden when adding attributes
• 1 for Module is imported more than once
• 1 for Module imports itself
• 1 for Unused argument in a formatting call
• 1 for Variable defined multiple times
• 1 for Use of 'global' at module level

fixed alerts:

• 1 for Unused import

[lgtm-com]

This pull request introduces 69 alerts and fixes 1 when merging 72bc4dc into 30bb967 - view on LGTM.com

new alerts:

• 26 for Unused import
• 13 for Missing call to __init__ during object initialization
• 12 for Unused local variable
• 12 for Except block handles 'BaseException'
• 1 for __eq__ not overridden when adding attributes
• 1 for Module is imported more than once
• 1 for Module imports itself
• 1 for Unused argument in a formatting call
• 1 for Variable defined multiple times
• 1 for Use of 'global' at module level

fixed alerts:

• 1 for Unused import