ImageNet x ResNet50 Speed Run

Quickstart

If you've just generated a new Freedom Container in Control Plane, start by installing python, git, and nano.

apt update && apt install -y python3-dev python3-pip python3-virtualenv git nano

Clone this repo if you haven't already.

cd ~
git clone https://github.com/StrongResearch/isc-demos.git

Create and source a virtual environment called ~/.imagenet.

python3 -m virtualenv ~/.imagenet
source ~/.imagenet/bin/activate

Install dependencies.

cd ~/isc-demos/imagenet-resnet50
pip install -r requirements.txt

Update the experiment launch file with your isc_project_id.

nano resnet50_bench.isc

Launch your experiment.

isc train resnet50_bench.isc