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I invited head of silicon at Groq, Igor Arsovski, to share the nitty-gritty details behind Groq's LPUs! LPU or language processing units showed promising results (understatement of the year) on inference benchmarks compared to NVIDIA GPUs.
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⌚️ Timetable:
00:00:00 - 00:00:42 Intro
00:00:42 - 00:02:23 Hyperstack GPU cloud (sponsored)
00:02:23 - 00:12:18 What does Groq do?
00:12:18 - 00:26:40 Hardware
00:26:40 - 00:37:52 Software
00:37:52 - 00:45:09 Power control
00:45:09 - 00:54:22 Networking
00:54:22 - 00:59:30 AllReduce comparison between GPUs and LPUs
00:59:30 - 01:04:10 GPU vs LPU
01:04:10 - 01:11:45 Outro
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The AI Epiphany - / theaiepiphany
One-time donation - https://www.paypal.com/paypalme/theai...
Huge thank you to these AI Epiphany patreons:
Eli Mahler
Petar Veličković
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#groq #lpu #aichip #ai