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What is a TENSOR? #deeplearning #mathematics #science #AI
¿Qué ve realmente la IA cuando le mandas una foto o un audio? No ve caras ni escucha voces, solo ve Tensores. 🧊 Pasar de un vector a una matriz y luego a un tensor 3D (y más allá) es la base matemática de las Redes Neuronales y el Deep Learning. La próxima vez que uses un filtro, recuerda que para la máquina, solo eres un cubo de ...
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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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