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gemm_fp8_blockwise consumes too much GPU memory #24

@kyle-256

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@kyle-256

use Primus dev/kyle branch. Run
BACKEND=megatron EXP=examples/megatron/configs/llama3_8B-pretrain.yaml bash ./examples/run_pretrain.sh
the GPU memory will be occupied to 98%~99%, which needs to be optimized.
@xiaobochen-amd

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