Google unveils 4th generation Tensor Processing Unit
Google unveils 4th generation Tensor Processing Unit
May 18, 2021
9to5google.com
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
90.5K views5 months ago
FacebookLina Flat
Google Announces its TPU 3.0 or Tensor Processor Unit 3 - More Than 8X as Powerful & Delivering More Than 100 Petaflops of ML Hardware Acceleration
Google Announces its TPU 3.0 or Tensor Processor Unit 3 - More Than 8X as Powerful & Delivering More Than 100 Petaflops of ML Hardware Acceleration
May 8, 2018
wccftech.com
Customers use Cloud TPUs to run some of the world's largest #AI workloads, and that power comes from much more than a chip. Press ▶️ to see the magic of Cloud TPUs, including a rare inside view of the data centers where it all happens. #GoogleCloudNext | Google Cloud
2:40
Customers use Cloud TPUs to run some of the world's largest #AI workloads, and that power comes from much more than a chip. Press ▶️ to see the magic of Cloud TPUs, including a rare inside view of the data centers where it all happens. #GoogleCloudNext | Google Cloud
3K viewsSep 2, 2023
FacebookGoogle Cloud
Announcing a preview of Cloud TPU v5p—the most powerful, scalable, and flexible TPU to date—which is now powering AI Hypercomputer, an accelerated supercomputer architecture that features an integrated system of performance-optimized hardware, open software, leading ML frameworks, and flexible consumption models TPUs are #AI accelerators that have long been at the ❤️ of Google's AI-powered products that serve billions of users like YouTube, Gmail, Google Maps, Google Play, and Android. In fact,
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Announcing a preview of Cloud TPU v5p—the most powerful, scalable, and flexible TPU to date—which is now powering AI Hypercomputer, an accelerated supercomputer architecture that features an integrated system of performance-optimized hardware, open software, leading ML frameworks, and flexible consumption models TPUs are #AI accelerators that have long been at the ❤️ of Google's AI-powered products that serve billions of users like YouTube, Gmail, Google Maps, Google Play, and Android. In fact,
10.2K viewsDec 6, 2023
FacebookGoogle Cloud
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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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