Tensor statistic collection via NVIDIA-DLFW-Inspect & TE debug modules

[paul-gibbons]

What does this PR do ?

Adds support for NVIDIA DLFW Inspect into Megatron training loop, which enables the user to collect tensor statistics from TransformerEngine's debug modules.

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