This is the channel for Prof. Mohamed Abdelfattah's research group at Cornell University.
We are researching reconfigurable computing and efficient machine learning.
For more information check out our website: https://www.mohsaied.com/

Cornell ECE 5545: Guest Lecture: MIT/Nvidia Song Han
1:11:24
Cornell ECE 5545: Guest Lecture: MIT/Nvidia Song Han
Cornell ECE 6950: Guest Lecture: Microsoft Masahiro Tanaka
59:16
Cornell ECE 6950: Guest Lecture: Microsoft Masahiro Tanaka
Cornell ECE 6950: Guest Lecture: UC Berkeley Amir Gholami
1:01:04
Cornell ECE 6950: Guest Lecture: UC Berkeley Amir Gholami
Cornell ECE 5545: Guest Lecture: CentML Gennady Pekhimenko
59:07
Cornell ECE 5545: Guest Lecture: CentML Gennady Pekhimenko
ECE Colloquium: Bill Dally: Deep Learning Hardware
1:06:49
ECE Colloquium: Bill Dally: Deep Learning Hardware
Cornell ECE 6950: Guest Lecture: Microsoft Andrew Putnam
45:51
Cornell ECE 6950: Guest Lecture: Microsoft Andrew Putnam
DiviML - ICCAD - Yassine Ghannane
30:00
DiviML - ICCAD - Yassine Ghannane
Cornell ECE 6950: Guest Lecture: AMD/Xilinx Dinesh Gaitonde
53:40
Cornell ECE 6950: Guest Lecture: AMD/Xilinx Dinesh Gaitonde
Multi-Predict - AutoML 2023 - Yash Akhauri
9:14
Multi-Predict - AutoML 2023 - Yash Akhauri
BRAMAC - FCCM 2023 - Yuzong Chen
16:59
BRAMAC - FCCM 2023 - Yuzong Chen
Cornell ECE 5545: Guest Lecture: Groq Dennis Abts
59:30
Cornell ECE 5545: Guest Lecture: Groq Dennis Abts
Cornell ECE 5545: ML HW & Systems. Lecture 0: Introduction
1:09:19
Cornell ECE 5545: ML HW & Systems. Lecture 0: Introduction
Cornell ECE 5545: ML HW & Systems. Lecture 1: DNN Computations
1:15:58
Cornell ECE 5545: ML HW & Systems. Lecture 1: DNN Computations
Cornell ECE 5545: ML HW & Systems. Lecture 2: ML Hardware I (metrics and roofline)
1:11:15
Cornell ECE 5545: ML HW & Systems. Lecture 2: ML Hardware I (metrics and roofline)
Cornell ECE 5545: ML HW & Systems. Lecture 3: ML Hardware II (efficiency)
1:08:01
Cornell ECE 5545: ML HW & Systems. Lecture 3: ML Hardware II (efficiency)
Cornell ECE 5545: ML HW & Systems. Lecture 4: ML Hardware III (case studies)
1:06:53
Cornell ECE 5545: ML HW & Systems. Lecture 4: ML Hardware III (case studies)
Cornell ECE 5545: ML HW & Systems. Lecture 5: Microarchitecture
1:02:36
Cornell ECE 5545: ML HW & Systems. Lecture 5: Microarchitecture
Cornell ECE 5545: ML HW & Systems. Lecture 6: TinyML
58:31
Cornell ECE 5545: ML HW & Systems. Lecture 6: TinyML
Cornell ECE 5545: ML HW & Systems. Lecture 7: Quantization
1:09:20
Cornell ECE 5545: ML HW & Systems. Lecture 7: Quantization
Cornell ECE 5545: ML HW & Systems. Lecture 8: Pruning
48:14
Cornell ECE 5545: ML HW & Systems. Lecture 8: Pruning
Cornell ECE 5545: ML HW & Systems. Lecture 9: Knowledge Distillation
41:34
Cornell ECE 5545: ML HW & Systems. Lecture 9: Knowledge Distillation
Cornell ECE 5545: ML HW & Systems. Lecture 10: Neural Architecture Search
1:03:12
Cornell ECE 5545: ML HW & Systems. Lecture 10: Neural Architecture Search
Cornell ECE 5545: ML HW & Systems. Lecture 11: Kernel Computation
54:27
Cornell ECE 5545: ML HW & Systems. Lecture 11: Kernel Computation
Cornell ECE 5545: ML HW & Systems. Lecture 12: Mapping
41:02
Cornell ECE 5545: ML HW & Systems. Lecture 12: Mapping
Cornell ECE 5545: ML HW & Systems. Lecture 14: Distributed Training
56:30
Cornell ECE 5545: ML HW & Systems. Lecture 14: Distributed Training
Cornell ECE 5545: ML HW & Systems. Lecture 15: Federated Learning
1:02:50
Cornell ECE 5545: ML HW & Systems. Lecture 15: Federated Learning
Cornell ECE 5545: ML HW & Systems. Lecture 16: Environmental/Ethical System Issues
1:05:17
Cornell ECE 5545: ML HW & Systems. Lecture 16: Environmental/Ethical System Issues
Cornell ECE 5545: ML HW & Systems. Lecture 13: Pre-and-Post-Processing in ML Systems
1:04:24
Cornell ECE 5545: ML HW & Systems. Lecture 13: Pre-and-Post-Processing in ML Systems
Cornell ECE 5545: Guest Lecture: TVM Thierry Moreau
54:43
Cornell ECE 5545: Guest Lecture: TVM Thierry Moreau
Cornell ECE 5545: Guest Lecture: Cerebras Sean Lie
52:16
Cornell ECE 5545: Guest Lecture: Cerebras Sean Lie