15 lines
499 B
TypeScript
15 lines
499 B
TypeScript
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import * as tf from '@tensorflow/tfjs-core';
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import { SeparableConvParams } from '../common/types';
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import { leaky } from './leaky';
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export function depthwiseSeparableConv(x: tf.Tensor4D, params: SeparableConvParams): tf.Tensor4D {
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return tf.tidy(() => {
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let out = tf.pad(x, [[0, 0], [1, 1], [1, 1], [0, 0]]) as tf.Tensor4D
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out = tf.separableConv2d(out, params.depthwise_filter, params.pointwise_filter, [1, 1], 'valid')
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out = tf.add(out, params.bias)
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return leaky(out)
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})
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}
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