resnet18
import torch
import torchvision
# An instance of your model.
model = torchvision.models.resnet18(pretrained=True)
# Switch the model to eval model
model.eval()
# An example input you would normally provide to your model's forward() method.
example = torch.rand(1, 3, 224, 224)
# Use torch.jit.trace to generate a torch.jit.ScriptModule via tracing.
traced_script_module = torch.jit.trace(model, example)
# Save the TorchScript model
traced_script_module.save("traced_resnet_model.pt")
预训练模型下载位置:
Downloading: "https://download.pytorch.org/models/resnet18-f37072fd.pth" to C:\Users\Administrator/.cache\torch\hub\checkpoints\resnet18-f37072fd.pth
下载后移动到一个后续方便使用的目录:
H:\ai\model\resnet18-f37072fd.pth
参考