pytorch/ios/TestApp/benchmark/trace_model.py
Xuehai Pan a3abfa5cb5 [BE][Easy][1/19] enforce style for empty lines in import segments (#129752)
See https://github.com/pytorch/pytorch/pull/129751#issue-2380881501. Most changes are auto-generated by linter.

You can review these PRs via:

```bash
git diff --ignore-all-space --ignore-blank-lines HEAD~1
```

Pull Request resolved: https://github.com/pytorch/pytorch/pull/129752
Approved by: https://github.com/ezyang, https://github.com/malfet
2024-07-16 00:42:56 +00:00

16 lines
547 B
Python

from torchvision import models
import torch
from torch.utils.mobile_optimizer import optimize_for_mobile
model = models.mobilenet_v2(weights=models.MobileNet_V2_Weights.IMAGENET1K_V1)
model.eval()
example = torch.rand(1, 3, 224, 224)
traced_script_module = torch.jit.trace(model, example)
optimized_scripted_module = optimize_for_mobile(traced_script_module)
torch.jit.save(optimized_scripted_module, "../models/model.pt")
exported_optimized_scripted_module = (
optimized_scripted_module._save_for_lite_interpreter("../models/model.ptl")
)