TensorRT 8.5.1 OSS Release

Update tools including onnx-graphsurgeon(v0.3.25), Polygraphy(v0.43.1), tensorflow-quantization(v0.2.0)
Update onnx-tensorrt(8.5GA)
Mass merge sample, plugin, demo, python changes for TRT-8.5 GA release
Update demoBERT benchmark data for TensorRT 8.5.1

Signed-off-by: Simeng Liu <simengl@nvidia.com>

Signed-off-by: Simeng Liu <simengl@nvidia.com>

TensorRT 8.4.3.1 updates

Signed-off-by: Kevin Chen <kevinch@nvidia.com>

Changelog for 22.08 release

Signed-off-by: Kevin Chen <kevinch@nvidia.com>

Fix Normalize_TRT plugin segfault

Signed-off-by: Kevin Chen <kevinch@nvidia.com>

Add NGC CLI to PATH

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

Add 22.06 CHANGELOG

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

Revert tensor names to torch 1.10.2 in CorrdConvAC sample

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

Update CHANGELOG.md

Co-authored-by: Samurdhi Karunaratne <97725867+samurdhikaru@users.noreply.github.com>
Signed-off-by: Rajeev Rao <rajeevrao@nvidia.com>

Update Changelog for 22.03

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

Update CHANGELOG for 22.02

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