Posts tagged Scientific computing
Accelerating XGBoost with Dask using multiple AMD GPUs
- 26 January 2024
XGBoost is an optimized library for distributed gradient boosting. It has become the leading machine learning library for solving regression and classification problems. For a deeper dive into how gradient boosting works, we recommend reading Introduction to Boosted Trees.
Sparse matrix vector multiplication - part 1
- 03 November 2023
Note: This blog was previously part of the AMD lab notes blog series.
Jacobi Solver with HIP and OpenMP offloading
- 15 September 2023
Note: This blog was previously part of the AMD lab notes blog series.
Finite difference method - Laplacian part 4
- 18 July 2023
Note: This blog was previously part of the AMD lab notes blog series.
GPU-aware MPI with ROCm
- 08 June 2023
Note: This blog was previously part of the AMD lab notes blog series.
Finite difference method - Laplacian part 3
- 11 May 2023
Note: This blog was previously part of the AMD lab notes blog series.
Finite difference method - Laplacian part 2
- 04 January 2023
Note: This blog was previously part of the AMD lab notes blog series.
Finite difference method - Laplacian part 1
- 14 November 2022
Note: This blog was previously part of the AMD lab notes blog series.