resnet18.py

# Copyright (c) 2022 Intel Corporation
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.


import torch
from torchvision.models import resnet18

if __name__ == "__main__":

    model_ft = resnet18(pretrained=True)

    x = torch.rand(2, 3, 224, 224)
    y_hat = model_ft(x)
    predictions = y_hat.argmax(dim=1)
    print(predictions)