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Default optimize_for_mobile() on TorchScript models (ultralytics#2908)
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Per https://pytorch.org/tutorials/recipes/script_optimized.html this should improve performance on torchscript models (and maybe coreml models also since coremltools operates on a torchscript model input, though this still requires testing).
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glenn-jocher committed Apr 23, 2021
1 parent f662c18 commit 28db237
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2 changes: 2 additions & 0 deletions models/export.py
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import torch
import torch.nn as nn
from torch.utils.mobile_optimizer import optimize_for_mobile

import models
from models.experimental import attempt_load
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print(f'\n{prefix} starting export with torch {torch.__version__}...')
f = opt.weights.replace('.pt', '.torchscript.pt') # filename
ts = torch.jit.trace(model, img, strict=False)
ts = optimize_for_mobile(ts) # https://pytorch.org/tutorials/recipes/script_optimized.html
ts.save(f)
print(f'{prefix} export success, saved as {f}')
except Exception as e:
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