Dens49
/ gpujsComparison.js
Created
June 9, 2020 08:14
Matrix-Vector multiplication runtime comparison: gpu.js, mathjs, own implementation
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| import GPU from "gpu.js"; | |
| import { multiply } from "mathjs"; | |
| const gpu = new GPU(); | |
| // multiply the point identified by this.thread.y with the given transformation matrix | |
| const baseHtmKernel = gpu.createKernel(function (mat, points) { | |
| let sum = 0; | |
| for (let i = 0; i < 4; i++) { |
Dens49
/ GradientDescent.ipynb
Created
December 16, 2019 08:24
— forked from sagarmainkar/GradientDescent.ipynb
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Dens49
/ createBatchesFromArray.js
Last active
November 13, 2019 15:26
Simple function that creates batches from an array. The last batch will contain fewer elements in case "data.length % batchSize != 0"
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| const createBatchesFromArray = (data, batchSize) => { | |
| const batches = []; | |
| let i = batchSize; | |
| let currentBatch = []; | |
| do { | |
| currentBatch = data.slice(i - batchSize, i); | |
| i += batchSize; | |
| if (currentBatch.length !== 0) { | |
| batches.push(currentBatch); | |
| } |