Debug Transformer Engine FP8 support with Megatron-core infrastructure

[timmoon10]

What does this PR do ?

Debugs Transformer Engine FP8 support with Megatron-core infrastructure

Collection: NLP

Changelog

• Construct FP8 amax reduction group

Usage

Set transformer_engine: True and fp8: True in the config.

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• New Feature
• Bugfix
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Pinging @aklife97 @yen-shi @erhoo82 @ksivaman

Additional Information

• Requires NVIDIA/Megatron-LM@f267e61
• Fixes bug from Move Parallelism usage from Apex -> Megatron Core #6393
• Subset of Add inference kv cache support for transformer TE path #6627
• Closes AttributeError: module 'megatron.core.parallel_state' has no attribute 'get_amax_reduction_group' #6625