CK-OpenVINO workflows

Setup

Set up system-level dependencies

Setting up system-level requires running system-specific scripts with superuser privileges (or under sudo).

Ubuntu 18.04

$ sudo ./setup.ubuntu-18.04.sh

Amazon Linux 2

$ sudo ./setup.amazonlinux-2.sh

Set up user-space dependencies

Setting up user-space dependencies requires running the following script:

$ ./setup.user.sh

Set up the ImageNet validation dataset (for ResNet)

Register ImageNet with CK

Unfortunately, ImageNet can no longer be automatically downloaded. If you have a copy of ImageNet in e.g. /datasets/dataset-imagenet-ilsvrc2012-val/, you can register it with CK as follows:

$ ck detect soft:dataset.imagenet.val \
--full_path=/datasets/dataset-imagenet-ilsvrc2012-val/ILSVRC2012_val_00000001.JPEG

Create a calibration dataset

Choose one of the two calibration options with a tag: mlperf.option1 or mlperf.option2:

$ ck install package --tags=dataset,imagenet,cal,mlperf.option1

Copy labels to ImageNet (as expected by the program)

$ cp `ck locate env --tags=aux`/val.txt /datasets/dataset-imagenet-ilsvrc2012-val

• 3.0.0 (2021-04-11)
• 2.5.0 (2020-09-04)
• 2.0.3 (2020-09-03)

• .cm/desc.json (3 bytes)
• .cm/info.json (290 bytes)
• .cm/meta.json (3 bytes)
• README.md (1352 bytes)
• setup.amazonlinux-2.sh (174 bytes)
• setup.ubuntu-18.04.sh (135 bytes)
• setup.user.sh (6811 bytes)