Attention of Convolutional Neural Network (VGG16)

Attention of Convolutional Neural Network (VGG16)

Episode 5.19 - Closing words

Episode 5.18 - Additional Topic- Load Balancing in Heterogeneous Systems

Episode 5.17 - Optimization of Communication- MPI

Episode 5.16 - Optimization of Communication- Offload

Episode 5.15 - NUMA and Allocation on First Touch

Episode 5.14 - Example of Cache-Oblivious Recursion

Episode 5.13 - Example of Loop Tiling

Episode 5.12 - Optimization of Memory Access

Episode 5.11 - Thread affinity control

Episode 5.10 - Do you have enough parallelism in your code

Episode 5.9 - Elimination of False Cache Line Sharing

Episode 5.8 - Optimization of Synchronization in Multithreaded applications

Episode 5.7 - Vectorization Tuning Knobs

Episode 5.6 - Strip-Mining for Vectorization

Episode 5.5 - Optimization of Vectorization: Regularizing Pattern

Episode 5.4 - Optimization of Vectorization: Alignment and Hints

Episode 5.3 - Optimization of Vectorization: Data Structures

Episode 5.2 - Scalar Tuning and General Optimization

Episode 5.1 - Optimization roadmap

Episode 4.9 - Distributed-memory Parallelism and MPI

Episode 4.8 - Parallel Reduction

Episode 4.7 - Race Conditions and Mutexes

Timelapse of video course recording from March 8th, 2015