Table · dataset · 2024
Performance evaluation of Horovod distributed deep learning cluster on the imec infrastructure
Listed in CKAN @ IoT Lab
Performance evaluation based on the ImageNet dataset, Resnet50 models, and the imec Virtual Wall 2 and GPULab environments in various configurations.
Description
The dataset contains the resulting data along with the source code used for the experiment.
Links
Get the data
- horovod-imec-benchmark ckan.iotlab.com/dataset/c59b67b0-76e8-4488-9be8-2d3532751c62/resource/8b4d4771… ↗
download · from ckan iotlab com
Where it is published
- CKAN @ IoT Lab dataset page ckan.iotlab.com/dataset/horovod-imec-benchmark ↗
landing page · from ckan iotlab com
Catalogue records · 1
- CKAN API ckan.iotlab.com/api/3/action/package_show?id=c59b67b0-76e8-4488-9be8-2d3532751… ↗
metadata API · from ckan iotlab com
Topics
- From keywords
- Computer Science & AI · Deep learning · Engineering
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| CKAN @ IoT Lab | c59b67b0-76e8-4488-9be8-2d3532751c62 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · ckan iotlab com | connector:ckan_iotlab_com@1.0.0 | |
| concepts[field].anzsrc:field:461103 | mapping · ckan iotlab com | vocabulary-mapper@1.0.0 | keywords['Deep Learning'] |
| 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 |