Cornell ECE 5545: ML HW & Systems. Lecture 0: IntroductionMar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 1: DNN ComputationsMar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 2: ML Hardware I (metrics and roofline)Mar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 3: ML Hardware II (efficiency)Mar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 4: ML Hardware III (case studies)Mar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 5: MicroarchitectureMar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 6: TinyMLMar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 7: QuantizationMar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 8: PruningMar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 9: Knowledge DistillationMar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 10: Neural Architecture SearchMar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 11: Kernel ComputationMar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: ML HW & Systems. Lecture 12: MappingMar 30, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: Guest Lecture: TVM Thierry MoreauMar 18, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
Cornell ECE 5545: Guest Lecture: Cerebras Sean LieFeb 24, 2022 · Prof. Mohamed Abdelfattah▶Play+Watch later+Read later
