ece ml

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1. 1▶Cornell ECE 5545: ML HW & Systems. Lecture 0: IntroductionMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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2. 2▶Cornell ECE 5545: ML HW & Systems. Lecture 1: DNN ComputationsMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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3. 3▶Cornell ECE 5545: ML HW & Systems. Lecture 2: ML Hardware I (metrics and roofline)Machine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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4. 4▶Cornell ECE 5545: ML HW & Systems. Lecture 3: ML Hardware II (efficiency)Machine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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5. 5▶Cornell ECE 5545: ML HW & Systems. Lecture 4: ML Hardware III (case studies)Machine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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6. 6▶Cornell ECE 5545: ML HW & Systems. Lecture 5: MicroarchitectureMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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7. 7▶Cornell ECE 5545: ML HW & Systems. Lecture 6: TinyMLMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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8. 8▶Cornell ECE 5545: ML HW & Systems. Lecture 7: QuantizationMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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9. 9▶Cornell ECE 5545: ML HW & Systems. Lecture 8: PruningMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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10. 10▶Cornell ECE 5545: ML HW & Systems. Lecture 9: Knowledge DistillationMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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11. 11▶Cornell ECE 5545: ML HW & Systems. Lecture 10: Neural Architecture SearchMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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12. 12▶Cornell ECE 5545: ML HW & Systems. Lecture 11: Kernel ComputationMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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13. 13▶Cornell ECE 5545: ML HW & Systems. Lecture 12: MappingMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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14. 14▶Cornell ECE 5545: Guest Lecture: TVM Thierry MoreauMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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15. 15▶Cornell ECE 5545: Guest Lecture: Cerebras Sean LieMachine Learning Hardware and Systems (Cornell Tech, Spring 2022)Notes
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