dao12dao / tensorflow-101

TensorFlow入门教程

TensorFlow入门教程

Docker相关命令

构建镜像

sudo docker build -t tensorflow .

运行容器

sudo docker run -i tensorflow python src/main.py

运行结果

训练:
Epoch 000: Loss: 1.142, Accuracy: 29.167%
Epoch 050: Loss: 0.569, Accuracy: 78.333%
Epoch 100: Loss: 0.304, Accuracy: 95.833%
Epoch 150: Loss: 0.186, Accuracy: 97.500%
Epoch 200: Loss: 0.134, Accuracy: 98.333%

测试:
Test set accuracy: 96.667%

结果:
Example 0 prediction: Iris setosa
Example 1 prediction: Iris versicolor
Example 2 prediction: Iris virginica