parallel compile for fast warm up#1304
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no update for 1 month converting to draft
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draft , need more test and refactor.
TP=2 test with llama:
Warm up time 144secs
Throughput: 2.20 requests/s
TPS(w/ prompts, 15360): 2617.17 tokens/s
TPS(w/o prompts, 5120): 872.23 tokens/s
Baseline:
Warm up time 243secs
Throughput: 2.20 requests/s
TPS(w/ prompts, 15360): 2605.10 tokens/s
TPS(w/o prompts, 5120): 868.37 tokens/s
TP=4 test with llama
Warm up time 142secs
Throughput: 2.28 requests/s
TPS(w/ prompts, 15360): 3507.85 tokens/s
TPS(w/o prompts, 5120): 1169.28 tokens/s
Baseline
Warm up time 259 secs
Throughput: 2.30 requests/s
TPS(w/ prompts, 15360): 3526.50 tokens/s
TPS(w/o prompts, 5120): 1175.50 tokens/s
cc @czhu15