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Efficient Execution of Irregular Dataflow Graphs

Posted By: hill0
Date: 18 Jul 2023 06:33:11
Efficient Execution of Irregular Dataflow Graphs

Efficient Execution of Irregular Dataflow Graphs:
Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra
English | 2023 | ISBN: 3031331354 | 281 Pages | PDF EPUB (True) | 35 MB
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Data Orchestration in Deep Learning Accelerators

Posted By: AvaxGenius
Date: 11 Sep 2022 15:27:17
Data Orchestration in Deep Learning Accelerators

Data Orchestration in Deep Learning Accelerators by Tushar Krishna
English | PDF(True) | 2020 | 166 Pages | ISBN : 1681738716 | 12.7 MB

This Synthesis Lecture focuses on techniques for efficient data orchestration within DNN accelerators. The End of Moore's Law, coupled with the increasing growth in deep learning and other AI applications has led to the emergence of custom Deep Neural Network (DNN) accelerators for energy-efficient inference on edge devices. Modern DNNs have millions of hyper parameters and involve billions of computations; this necessitates extensive data movement from memory to on-chip processing engines.
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Acloud Guru - Hands-On with Dataflow

Posted By: yoyoloit
Date: 7 Jul 2021 03:06:25
Acloud Guru - Hands-On with Dataflow

Acloud Guru - Hands-On with Dataflow
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 29 Lessons (2h 45m) | Size: 749.6 MB
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