Compute Settings: The user must also provide an instance type for the job. Like Notebook, the instance type can be a GPU instance, which will appear as a blue highlight or a CPU only instance, which will appear as a grey highlight in the drop down menu. Each instance type label will also show the number of GPUs, number of CPUs, GPU memory and RAM associated with that instance type. This transparency is a benefit of using the Deque app, which is not available on other platforms. Having this information allows users to optimally choose the instance balancing both training cost and speed. (ATTACH SCREENSHOT) Additionally for Job, the user can select on prem as a compute provider and as a result the instance type drop down will be dynamically populated by the instances available in the users on prem environment. This feature is enabled by installing the Deque Instrumentation Service on any on prem machine the user wants to make available for training. See Instrumentation Service (ADD HYPERLINK).