Running TensorFlow Models on Google Edge TPU
59:03
YouTubeJanakiram MSV
Running TensorFlow Models on Google Edge TPU
Google Edge TPU is an AI accelerator for the edge. In this session, I will walk you through the steps involved in optimizing TensorFlow models for Edge TPU. Background - https://thenewstack.io/how-the-google-coral-edge-platform-brings-the-power-of-ai-to-devices/ Concept - https://thenewstack.io/train-and-deploy-tensorflow-models-optimized-for ...
5.3K viewsSep 9, 2019
Tensor Processing Unit Performance
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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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What is a Neural Processing Unit (NPU)? | IBM
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