Helper script for profiling #68
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Create helper scripts for profiling
To capture a single forward to profiler file run:
python3 hpu-utils/profile_forward.py --model-path "/mnt/weka/data/pytorch/llama2/Llama-2-7b-chat-hf/"Sample run using custom flags:
python3 hpu-utils/profile_forward.py --model-path "/mnt/weka/data/pytorch/llama2/Llama-2-70b-chat-hf/" --num-cards 8 --output-path "./llama_70b_output.json.gz" --batch-size 256All flags:
--model-path
--num-cards
--phase
--data-type
--output-path
--block-size
--batch-size
--seq-len
--steps