https://blog.csdn.net/myDarling_/article/details/128153714
<html>
<head></head>
<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@latest"></script>
<script lang="js">
async function doTraining(model){
const history =
await model.fit(xs, ys,
{epochs: 500,
callbacks: {
onEpochEnd: async(epoch, logs) =>{
console.log("Epoch:"
+ epoch
+ " Loss:"
+ logs.loss);
}
}});
}
const model = tf.sequential();
model.add(tf.layers.dense({units: 1, inputShape: [1]}));
model.compile({loss: 'meanSquaredError', optimizer: 'sgd'});
model.summary();
const xs = tf.tensor2d([-1.0, 0.0, 1.0, 2.0, 3.0, 4.0], [6, 1]);
const ys = tf.tensor2d([-3.0, -1.0, 2.0, 3.0, 5.0, 7.0], [6, 1]);
doTraining(model).then(() => {
alert(model.predict(tf.tensor2d([10], [1, 1])));
});
</script>>
<body>
<h1>First HTML Page</h1>
</body>
</html>
标签：Iris,const,js,3.0,1.0,tf,TensorFlow,model,tensor2d From： https://www.cnblogs.com/chinasoft/p/17128694.html