custom_ops ResNet50 — verification harness

ImageNet 1000-class classifier on a precomputed input x.bin (224×224 RGB, ImageNet-normalized). All compute (WebGPU + WASM) runs in a dedicated Web Worker so the page stays responsive during model init.