GlobalSummaryWriter

A super small wrapper around TensorboardX SummaryWriter to automatically log system metrics.

Included metrics for now :

1. CPUUtilization
2. GPUMemoryUtilization
3. GPUUtilization
4. MemoryUsagePercentage
5. SwapMemoryUsagePercentage

Requirements

1. TensorboardX
2. PSUTIL

Installation

Add GlobalSummaryWriter.py to your project

writer = SummaryWriter()
writer.log_system_metrics(global_step=)

Screenshot

Motivation

Floydub & CometML Automatically gather these information & graph them , so why not ?