Text · dataset · 2023
EEG operation performance benchmark single GPU
Listed in CKAN @ IoT Lab
This data set contains execution time benchmark results for a set of fundamental EEG data processing operations (mean removal, convolution, average reference calculation, FFT, Current Source Density computation).
Description
The benchmarks used a single V100 GPU and varied the number of electrodes, the length of the measurement data and the parallel thread count. The benchmark programs were written in CUDA 10.2.
In addition to the total execution time, the per-element time is also calculated, where applicable. This metric shows where the GPU achieves optimal computation efficiency. The benchmarks form the basis of multi-GPU scalability analysis.
Links
Get the data
- slices-sc.eu /wp-content/uploads/2023/12/GPU-Implementation-of-the-Improved-… ↗
Single GPU EEG operation execution benchmark results
download · from ckan iotlab com
Where it is published
- CKAN @ IoT Lab dataset page ckan.iotlab.com/dataset/eeg-operation-performance-benchmark-single-gpu ↗
landing page · from ckan iotlab com
Catalogue records · 1
- CKAN API ckan.iotlab.com/api/3/action/package_show?id=40da9cb7-09b6-40a1-a9a2-2755bd3ed… ↗
metadata API · from ckan iotlab com
Topics
- From keywords
- Computer Science & AI · Engineering
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| CKAN @ IoT Lab | 40da9cb7-09b6-40a1-a9a2-2755bd3edec4 | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| created_date | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| description | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | /notes |
| license_text | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| publication_date | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| title | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | /title |
| updated_date | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 |