Cornell ECE 5545: ML HW & Systems. Lecture 0: Introduction
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 2: ML Hardware I (metrics and roofline)
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 1: DNN Computations
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 6: TinyML
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 3: ML Hardware II (efficiency)
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 16: Environmental/Ethical System Issues
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 4: ML Hardware III (case studies)
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 7: Quantization
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 15: Federated Learning
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 9: Knowledge Distillation
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 5: Microarchitecture
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 10: Neural Architecture Search
Course website: https://abdelfattah-class.github.io/ece5545.
Cornell ECE 5545: ML HW & Systems. Lecture 11: Kernel Computation
Course website: https://abdelfattah-class.github.io/ece5545.
