19 lines
424 B
TypeScript
19 lines
424 B
TypeScript
import * as tf from '@tensorflow/tfjs-core';
|
|
|
|
import { ConvParams } from './types';
|
|
|
|
export function convLayer(
|
|
x: tf.Tensor4D,
|
|
params: ConvParams,
|
|
padding: 'valid' | 'same' = 'same',
|
|
withRelu: boolean = false
|
|
): tf.Tensor4D {
|
|
return tf.tidy(() => {
|
|
const out = tf.add(
|
|
tf.conv2d(x, params.filters, [1, 1], padding),
|
|
params.bias
|
|
) as tf.Tensor4D
|
|
|
|
return withRelu ? tf.relu(out) : out
|
|
})
|
|
} |