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Update model.py, to time the model loading time, to create a metric for system tuning to aim for, to optimize the model loading speed #222

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Update model.py, to time the model loading time, to create a metric for system tuning to aim for, to optimize the model loading speed #222

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4 changes: 4 additions & 0 deletions common/model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,7 @@
from fastapi import HTTPException
from loguru import logger
from typing import Optional
import time

from common.logger import get_loading_progress_bar
from common.networking import handle_request_error
Expand Down Expand Up @@ -74,6 +75,7 @@ async def load_model_gen(model_path: pathlib.Path, **kwargs):
load_status = container.load_gen(load_progress, **kwargs)

progress = get_loading_progress_bar()
model_loading_started = time.time()
progress.start()

try:
Expand All @@ -95,6 +97,8 @@ async def load_model_gen(model_path: pathlib.Path, **kwargs):
progress.stop()
finally:
progress.stop()
model_loading_time = time.time() - model_loading_started
logger.info("Model loading took {:.2f} seconds.".format(model_loading_time))


async def load_model(model_path: pathlib.Path, **kwargs):
Expand Down