Fixing Common AI Errors in Python: CUDA, NaN, and More (2025 Guide)
Fixing Common AI Errors in Python: CUDA, NaN, and More (2025 Guide) Fixing Common AI Errors in Python: CUDA, NaN, and More (2025 Guide) Posted on: March 24, 2025 | Part 1 of Python AI Series Welcome to the kickoff of our 2025 Python AI Series! Diving into AI with Python is thrilling—until you hit errors like "CUDA out of memory" , "NaN inputs" , or shape mismatches. These roadblocks can stall your project, but fear not! In Part 1, we’ll tackle these common AI errors with clear fixes, code examples, and pro tips to keep your momentum going in 2025. Why Do AI Errors Happen? AI development with Python leans on powerful libraries like PyTorch and TensorFlow, juggling GPUs and massive datasets. Errors often arise from: GPU Overload : Unoptimized models or large batches exhaust CUDA memory. Data Issues : NaN or inf...