32 lines
713 B
TypeScript
32 lines
713 B
TypeScript
import * as tf from '@tensorflow/tfjs-core';
|
|
|
|
import { ExtractWeightsFunction, FCParams, ParamMapping } from './types';
|
|
|
|
|
|
export function extractFCParamsFactory(
|
|
extractWeights: ExtractWeightsFunction,
|
|
paramMappings: ParamMapping[]
|
|
) {
|
|
|
|
return function(
|
|
channelsIn: number,
|
|
channelsOut: number,
|
|
mappedPrefix: string
|
|
): FCParams {
|
|
|
|
const fc_weights = tf.tensor2d(extractWeights(channelsIn * channelsOut), [channelsIn, channelsOut])
|
|
const fc_bias = tf.tensor1d(extractWeights(channelsOut))
|
|
|
|
paramMappings.push(
|
|
{ paramPath: `${mappedPrefix}/weights` },
|
|
{ paramPath: `${mappedPrefix}/bias` }
|
|
)
|
|
|
|
return {
|
|
weights: fc_weights,
|
|
bias: fc_bias
|
|
}
|
|
}
|
|
|
|
}
|