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| import * as tf from '../../dist/tfjs.esm';
|
| import { leaky } from './leaky';
| import { ConvWithBatchNorm } from './types';
|
| export function convWithBatchNorm(x: tf.Tensor4D, params: ConvWithBatchNorm): tf.Tensor4D {
| return tf.tidy(() => {
| let out = tf.pad(x, [[0, 0], [1, 1], [1, 1], [0, 0]]) as tf.Tensor4D;
| out = tf.conv2d(out, params.conv.filters, [1, 1], 'valid');
| out = tf.sub(out, params.bn.sub);
| out = tf.mul(out, params.bn.truediv);
| out = tf.add(out, params.conv.bias);
| return leaky(out);
| });
| }
|
|
