[Frontend] Add "input speed" to tqdm postfix alongside output speed (#5425)

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Michael Goin 2024-06-12 18:42:12 -04:00 committed by GitHub
parent 94a07bbdd8
commit 7d19de2e9c
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@ -545,11 +545,13 @@ class LLM:
total=num_requests,
desc="Processed prompts",
dynamic_ncols=True,
postfix=f"Generation Speed: {0:.2f} toks/s",
postfix=(f"est. speed input: {0:.2f} toks/s, "
f"output: {0:.2f} toks/s"),
)
# Run the engine.
outputs: List[Union[RequestOutput, EmbeddingRequestOutput]] = []
total_toks = 0
total_in_toks = 0
total_out_toks = 0
while self.llm_engine.has_unfinished_requests():
step_outputs = self.llm_engine.step()
for output in step_outputs:
@ -558,10 +560,15 @@ class LLM:
if use_tqdm:
if isinstance(output, RequestOutput):
# Calculate tokens only for RequestOutput
total_toks += sum(
total_in_toks += len(output.prompt_token_ids)
in_spd = total_in_toks / pbar.format_dict["elapsed"]
total_out_toks += sum(
len(stp.token_ids) for stp in output.outputs)
spd = total_toks / pbar.format_dict["elapsed"]
pbar.postfix = f"Generation Speed: {spd:.2f} toks/s"
out_spd = total_out_toks / pbar.format_dict[
"elapsed"]
pbar.postfix = (
f"est. speed input: {in_spd:.2f} toks/s, "
f"output: {out_spd:.2f} toks/s")
pbar.update(1)
if use_tqdm:
pbar.close()