import { log } from '../log'; import * as tf from '../../dist/tfjs.esm.js'; export const config = { name: 'humangl', priority: 99, canvas: null, gl: null, width: 1024, height: 1024, webGLattr: { // https://www.khronos.org/registry/webgl/specs/latest/1.0/#5.2 alpha: false, antialias: false, premultipliedAlpha: false, preserveDrawingBuffer: false, depth: false, stencil: false, failIfMajorPerformanceCaveat: false, desynchronized: true, }, }; export function register() { if (!tf.findBackend(config.name)) { log('backend registration:', config.name); try { // @ts-ignore config.canvas = (typeof OffscreenCanvas !== 'undefined') ? new OffscreenCanvas(config.width, config.height) : document.createElement('canvas'); } catch (err) { log('error: cannot create canvas:', err); return; } try { // @ts-ignore config.gl = config.canvas.getContext('webgl2', config.webGLattr); } catch (err) { log('error: cannot get WebGL2 context:', err); return; } try { tf.setWebGLContext(2, config.gl); } catch (err) { log('error: cannot set WebGL2 context:', err); return; } try { const ctx = new tf.GPGPUContext(config.gl); tf.registerBackend(config.name, () => new tf.MathBackendWebGL(ctx), config.priority); } catch (err) { log('error: cannot register WebGL backend:', err); return; } try { const kernels = tf.getKernelsForBackend('webgl'); kernels.forEach((kernelConfig) => { const newKernelConfig = { ...kernelConfig, backendName: config.name }; tf.registerKernel(newKernelConfig); }); } catch (err) { log('error: cannot update WebGL backend registration:', err); return; } try { tf.ENV.set('WEBGL_VERSION', 2); // @ts-ignore // tf.ENV.set('WEBGL_MAX_TEXTURE_SIZE', config.gl.getParameter(config.gl.MAX_TEXTURE_SIZE)); // tf.ENV.set('WEBGL_FORCE_F16_TEXTURES', true); // tf.ENV.set('WEBGL_PACK_DEPTHWISECONV', true); } catch (err) { log('error: cannot set WebGL backend flags:', err); return; } log('backend registered:', config.name); } }