Amir H. Ashouri

3.88K subscribers

92 videos

- Sr. Staff AI-Compiler Engineer @ Huawei, Canada - Former Postdoc Researcher & Lecturer @ University of Toronto, Canada. (2017 - 2019) - Sessional lecturer ...

Latest Videos

ACPO AI-Enabled Compiler-Driven Program Optimization — MLGO workshop @LLVMPROJ Dev Meeting 2023

MLGOPerf An ML Guided Inliner to Optimize Performance @LLVMPROJ's MLGO Meeting

Compiler Automatic Tuning using Machine Learning (Invited Talk)

2021Z Final Exam Review

2021Z Chapter 5 - Memory Hierarchy

2021Z Pipelining - Example

Lecture 23 (EECS2021E) - Final Exam Review

Lecture 22 (EECS2021E) - Chapter 5 - Cache - Part IV

Lecture 21 (EECS4404E) - Validation

Lecture 20 (EECS4404E) - VC Dimension

Lecture 21 (EECS2021E) - Chapter 5 - Cache - Part III

Lecture 20 (EECS2021E) - Chapter 5 - Cache - Part II

Lecture 19 (EECS4404E) - PAC Learning

Lecture 18 (EECS4404E) - EM Algorithm

Lecture 19 (EECS2021E) - Chapter 5 - Cache - Part I

Lecture 18 (EECS2021E) - Chapter 4 - Pipelining - Part IV

Lecture 17 (EECS4404E) - Clustering

Lecture 17 (EECS2021E) - Chapter 4 - Pipelining - Part III

Lecture 16 (EECS4404E) - RNNs (Recurrent Neural Nets) and LSTMs

Lecture 16 (EECS2021E) - Chapter 4 - Pipelining - Part II

Lecture 15 (EECS4404E) - CNNs (Part II) - LeNet, AlexNet, Inception, and ResNet

Lecture 14 (EECS4404E) - Convolutional Neural Networks (Part I)

Lecture 15 (EECS2021E) - Chapter 4 - Pipelining - Part I

Lecture 14 (EECS2021E) - Appendix A - Digital Logic - Part II

Lecture 13 (EECS4404E) - Neural Networks (Part IV) - Implementing Neural Nets

Lecture 12 (EECS4404E) - Neural Networks (Part III) - Back Propagation

Lecture 13 (EECS2021E) - Appendix A - Digital Logic - Part I

Lecture 12 (EECS2021E) - Midterm Exam Review

Lecture 11 (EECS4404E) - Neural Networks (Part II)

Lecture 10 (EECS4404E) - Neural Networks (Part I)