Interactive WebGPU Studio (Live Training & Attention)
This interactive studio allows you to define, train, and benchmark neural networks directly inside your browser using Python (Pyodide) and native WebGPU compute shaders.
Select Experiment Preset:
Python Execution Script (Pyodide WebGPU)
Execution Dynamics & Hardware Log
Initializing Python 3.11 & WebGPU runtime...
Technical Execution Architecture
- WASM Engine: Python bytecode executes via CPython 3.11 compiled to WebAssembly.
- WebGPU Shaders: Direct WGSL 8D uniform dispatch with 2D workgroup grid indexing.
- Memory Quota: Deterministic staging buffer recycling and zero-leak weakref garbage collection.