Aviexa

Aviexa.exe is a developer tool designed to stop machine learning engineers from wasting valuable time and expensive GPU power trying to figure out why their model training crashed. Instead of leaving you to stare blankly at messy code errors or broken loss curves, Aviexa constantly monitors your PyTorch training sessions in the background to catch mistakes automatically. The app keeps a close eye on your loss numbers, gradient scales, and tensor shapes, and the moment it detects a failure like a gradient explosion or shape mismatch, it packages that messy data and hands it over to an AI reasoning engine called IBM Bob. Bob cuts through the noise to rank the most likely causes of the crash and gives you clear, human-readable code fixes. You can use Aviexa exactly how you want—whether through a simple desktop app, a fast API setup, a command-line tool, or directly inside VS Code. The final workflow is completely seamless: just point Aviexa to your machine learning project folder to scan for training risks, view Bob's diagnoses, and instantly export a clean PDF report that outlines what broke, where it happened, and how to fix it. Ultimately, Aviexa replaces the frustrating guesswork of ML debugging with fast, clear, and practical AI assistance so you can get your models back on track immediately.