AI Model Compression - Tesla is compressing a massive AI model trained with over 120,000 top-tier NVIDIA GPUs into a small 8GB chip [1] - The industry refers to this AI model compression as "AI alchemy," creating a significant competitive advantage for Tesla [1] - Tesla employs three key techniques: quantization, pruning, and distillation [1] Technical Details - Quantization simplifies the AI model's output, reducing its size [1] - Pruning removes irrelevant information from the model, streamlining its knowledge base [1] - Distillation involves a smaller model mimicking the decisions of a larger, cloud-based model [1] Implications - This approach enables Tesla vehicles to possess a local "super brain" capable of making instant decisions without relying on internet connectivity or cloud computing [1] - The industry views this as a disruptive strategy, providing a significant advantage [1]
AI煉金術!特斯拉如何將12萬顆GPU的算力,塞進8GB的晶片? #AI #特斯拉 #晶片 #FSD #NVIDIA #黑科技 #ElonMusk #電動車 #模型壓縮