code_snippet_12 for "Playing Mortal Kombat with TensorFlow.js. Transfer learning and data augmentation" translation

code_snippet_12.js

const model = tf.sequential();
model.add(tf.layers.inputLayer({ inputShape: [1024] }));
model.add(tf.layers.dense({ units: 1024, activation: 'relu' }));
model.add(tf.layers.dense({ units: 3, activation: 'softmax' }));
await model.compile({
  optimizer: tf.train.adam(1e-6),
  loss: tf.losses.sigmoidCrossEntropy,
  metrics: ['accuracy']
});