vishwakaria / herring-onboarding

Ramping up to Deep Learning training space. Each exercise covers different technologies we use.

herring-onboarding

Ramping up to Deep Learning training space. Each exercise covers different technologies we use.

Index

1. Familirize with CMake
2. MPI Hello World
3. Using CPU and GPU memory
4. MPI All Reduce
5. NCCL All Reduce
6. Concurrent Hello World in C++
7. SIMD
8. Train Multi-layer Perceptron using PyTorch
9. Distributed training of neural networks using PyTorch collectives
10. Custom DistributedDataParallel class in PyTorch
11. Implement your own collective
12. Slurm CUDA Streams