{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"LLM.co","title":"How Many GPUs Do You Actually Need? A Practical Sizing Guide","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/493a5ab3\"></iframe>","width":"100%","height":180,"duration":314,"description":"Before signing off on a rack full of GPUs, there's a short calculation you should run first. This episode breaks down the four numbers that actually determine your GPU count — and why vendor reference architectures almost always overshoot.","thumbnail_url":"https://img.transistorcdn.com/Xh4c5SJy9DrgNKLAiE3osoWLXnIfy23Af9qWDM3xsOc/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS8xZTc1/ZDRkMDY4NzRiMTU3/OTcyNTRmMDY5OTNi/NTcxMy5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}