File size: 682 Bytes
bdbd148 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 |
import sys
import os
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
from utils.dataset_utils import get_cifar10_dataloaders
from utils.train_utils import train_model
from model import LeNet5
def main():
# 获取数据加载器
trainloader, testloader = get_cifar10_dataloaders(batch_size=128)
# 创建模型
model = LeNet5()
# 训练模型
train_model(
model=model,
trainloader=trainloader,
testloader=testloader,
epochs=200,
lr=0.1,
device='cuda',
save_dir='../model',
model_name='lenet5'
)
if __name__ == '__main__':
main()
|