You’ve probably seen this problem before. You’re playing Fortnite, everything is fine, and then suddenly the frame rate drops like a rock. You look at your GPU usage and it is off the roof! What’s going on and why is the GPU usage so high? GPU usage is a metric that describes...
Benchmarking your GPU is a great way to measure how much performance you can get from your graphics card, how hot it gets under load, and what frames per second (FPS) it will run certain games at. Benchmarking is also very important if you are planning to build or upgrade your PC. ...
Before investing in additional monitors, it’s crucial to verify your system’s capabilities. Many laptop users find that alaptop screen extendercan provide a flexible alternative when full triple-monitor support isn’t available. Here’s what to check: Graphics Hardware Verification Check GPU specif...
The second principle ofSustainable Software Engineeringis to build energy efficient applications. The very first step in that direction is to measure the energy your application consumes, also known as its energy cost. Once you measure or estimate the energy cost of your application, you ca...
To measure the parameters and complexity of the YOLOv8 model, you can use the "summary" functionality provided by the PyTorch framework. This functionality allows you to easily inspect the model architecture, including the number of parameters and operations involved. To measure the parameters and ...
If you are using a laptop, another simple measure, to ensure that the GPU performs “at least” as expected, is to keep the laptop plugged in when performing heavy tasks. The GPU is a very big power consumer, so, when unplugged, it underperforms to ensure longer machine operability. 3...
CPU usage at 40%. GPU usage at 0-13%, but mostly on 0%. Result is faster by 1.1x. Actually it even may be not faster, just some deviation. call_2() on GPU without vectorizer p90 = 0.06s Screencast.from.19-07-22.12.49.15.webm I wanted to try with pure KeyBERT, so I remove...
Answer:Frame rate, measured in frames per second (FPS), is a measure of how smoothly a PC game plays. The more frames you can pack into a second, the smoother the animation on the screen seems. Frame rates below 30 frames per second or so will look to be slow. ...
In this section we will run through finding the right batch size on aResnet18model. We will use the PyTorch profiler to measure the training performance and GPU utilization of theResnet18model. In order to demonstrate more PyTorch usage on TensorBoard to monitor model performance, we will util...
GPU Utilization To estimate the usage cost of an LLM, we measure the GPU Utilization of the LLM. The main unit we use for measurement istoken.Tokens are pieces of words used for natural language processing. For Open AI models,1 token is approximately 4 character...