Caveats

• monitor merely samples data made available by other libraries or command-line tools. In the case of CPU resources the psutil library in Python. In the case of GPU resources the output of the nvidia-smi tool. Metrics are reported with regard to the whole system, NOT JUST YOUR APPLICATION.
• For GPU resources, currently only nvidia-smi and rocm-smi are supported. Additional GPU providers could be supported in the future though.
• Sampling more frequently than 1 second is an error. The CPU percent utilization is a time averaged metric subject to how frequently it is sampled.