This repository holds a few files used to run a series of benchmarks tests on SCW GPUs. The test code is based on Pytorch and uses NVIDIA's APEX (https://github.com/nvidia/apex).
For now benchmarks are limited to image classication using ImageNet dataset
The Dataset can be download from ImageNet main website (account required): https://image-net.org/download-images.php Specifically, I'm using: ImageNet Large Scale Visual Recognition Challenge 2012 (ILSVRC2012)
List of files in dataset
| Size | Filename |
|---|---|
| 20M | ILSVRC2012_bbox_train_v2.tar.gz |
| 2.2M | ILSVRC2012_bbox_val_v3.tgz |
| 2.5M | ILSVRC2012_devkit_t12.tar.gz |
| 22M | ILSVRC2012_devkit_t3.tar.gz |
| 13G | ILSVRC2012_img_test_v10102019.tar |
| 728M | ILSVRC2012_img_train_t3.tar |
| 138G | ILSVRC2012_img_train.tar |
| 6.3G | ILSVRC2012_img_val.tar |
| 489K | synset_labels.txt |