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Google unveils 4th generation Tensor Processing Unit
May 18, 2021
9to5google.com
1:29
ה-TPU, או Tensor Processing Unit, הוא שבב שפותח על ידי גוגל עם ייעוד אחד ויחיד: להאיץ ולייעל משימות של למידת מכונה ובינה מלאכותית. בניגוד למה שקרה עם ה-GPU, שעבר “הסבה מקצועית” מעולם הגיימינג והגרפיקה לעולם ה-AI, ה-TPU הוא למעשה ASIC - מעגל משולב ספציפי ליישום. הוא נבנה מהיסוד (from scratch) כדי להתמודד אך ורק עם המתמטיקה המורכבת של רשתות נוירונים, ללא כל המטען העודף והרכיבים שנדרשים לעיבוד תמונה או גרפיקה כללית למשחקים. הייחוד הטכנולוגי של ה-TPU טמון בארכיטקטורה שלו, המבוססת על קונספט שנקרא “מע
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5 months ago
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CGM media Time on Instagram: "Google has launched Ironwood, its seventh-generation Tensor Processing Unit (TPU), which is its most powerful AI chip yet. Ironwood is designed to handle massive AI workloads including training large language models and running real-time AI applications such as chatbots and digital agents. It offers 4 times faster performance over the previous TPU generation and can connect up to 9,216 chips in a single pod for seamless parallel processing, which greatly reduces dat
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6 months ago
Instagram
cgmtime
Sri Nithya Thimmaraju on Instagram: "Ten years ago, Google quietly started building its own AI chip, the TPU, or Tensor Processing Unit. At the time, it looked like a moonshot. Fast forward to now, and that experiment has turned into one of Google’s smartest strategic moves ever. And now that AI demand has exploded, those TPUs, purpose-built for deep learning, are finally at the center of the action. TPUs are different from general-purpose chips. They’re built only for AI math, the tensor operat
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