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Signed-off-by: Edward Z. Yang <ezyang@meta.com> Pull Request resolved: https://github.com/pytorch/pytorch/pull/106052 Approved by: https://github.com/albanD, https://github.com/Skylion007
14 lines
516 B
Python
14 lines
516 B
Python
import torch
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import torchvision
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from torch.utils.mobile_optimizer import optimize_for_mobile
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model = torchvision.models.mobilenet_v2(pretrained=True)
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model.eval()
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example = torch.rand(1, 3, 224, 224)
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traced_script_module = torch.jit.trace(model, example)
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optimized_scripted_module = optimize_for_mobile(traced_script_module)
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torch.jit.save(optimized_scripted_module, "../models/model.pt")
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exported_optimized_scripted_module = (
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optimized_scripted_module._save_for_lite_interpreter("../models/model_lite.ptl")
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)
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