I built a open source neural network shape validator [P]

Overview

Built a visual editor that validates tensor shapes, counts parameters, estimates FLOPs/VRAM while you design. Catches incompatible residuals, mismatched Linear layers, all that before you waste GPU time.

Features

• 63 operations with proper shape inference
• Real-time validation of tensor shapes
• Parameter counting
• FLOPs and VRAM estimation
• Catches incompatible residuals and mismatched Linear layers
• Exports PyTorch code that actually runs

Links

• Web app: tensey.vercel.app
• GitHub: github.com/aarocy/tensey – MIT licensed