
ECE 408 ACS 2022 Fall
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Lecture 11 Feed Forward Networks and Gradient Based Training

Lecture 13 Nsight Compute and Nsight Systems 1 4 Introduction

Lecture 12 Computation in Deep Neural Networks; Project Kickoff

Lecture 13 Nsight Compute and Nsight Systems 2 4 CUDA Events

Lecture 9 Shared Memory Data Reuse and Memory Bandwidth Benefit Analysis for 1D and 2D Tiled Convolu

Lecture 10 Introduction to Machine Learning

Lecture 7 Convolution concept (1D and 2D); 1D Basic Convolution Kernel, and constant cache

Lecture 6 Generalized Tiling and DRAM Bandwidth

Lecture 8 2D Tiled Convolution Kernel

Lecture 4 CUDA Memory Model

Lecture 5 Locality and Tiled Matrix Multiplication

Lecture 3 CUDA Parallel Execution Model

Lecture 2 Introduction to Parallel Computing and CUDA

