Google unveils 4th generation Tensor Processing Unit
9to5google.com
Google unveils 4th generation Tensor Processing Unit
At Google I/O, the company shared their next generation AI processing chip, the Tensor Processing Unit (TPU) v4.
May 18, 2021
Tensor Processing Unit Performance
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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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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