There are about 5 millions of parameters in my model. But when predicting a single batch of input, it consumes about 1.2GB of memory. I think there should be no need for such large memory. The question is how to save GPU memory usage when I just want to use my model to make predict...
Guide to increase the dedicated video RAM (VRAM) in your Windows 10 and Windows 11 PC to get improved performance for games, multimedia applications.
5. Also i use ffmpeg -hwaccel_output_format cuda -y -f rawvideo -pix_fmt bgr24 -s 2560x1920 -i - -c:v h264_nvenc -preset ll -pix_fmt yuv420p -f rtsp -rtsp_transport tcp rtsps://xxxxxxx to push the frame i processed, so how increase the number of encode surfaces to increas...
I'm looking for a reliable way to determine current GPU memory usage with OpenCL. I have found NVidia API: cudaMemGetInfo( size_t* free, size_t* total ) to get free memory and total memory on the current device. But I'm looking for a solution for AMD and OpenCL. I did not f...
How can I reduce GPU memory usage while inference ? Thank you for your attention, Additional No response @star4s👋 Hello! Thanks for asking aboutCUDA memory issues. YOLOv5 🚀 can be trained on CPU,single-GPU, ormulti-GPU. When training on GPU it is important to keep your batch-size...
Microsoft Tech Community Find out more How can I get GPU memory usage and GPU usage from Powershell bin381 Copper Contributor Mar 14 202107:28 PM How can I get GPU memory usage and GPU usage from Powershell how-to-get-gpu-usage-and-gpu-memory-info-of-a-...
since we/me wanted to build rigs with not only one gpu, I am looking to set down the power going thrue PCI-E slot. at the same time also increase the power is pulled on the cable to compensate it. this is also a special situation while doing this. it is dedicated to the at all...
When active, Google Chrome will route the graphic-intensive tasks to the GPU of the computer. Doing so will reduce the usage of RAM and increase the usage of video RAM (VRAM). The performance of your computer will gradually increase. Once complete, move on to the next method. ...
They are no different than any other apps you might be using to enhance computing performance in one way or another. Their role is to make your games run smoothly when yourGPU usage is high with low FPS levels. Of course, they will not act the same; some may perform different functions...
Increase Batch Size The degree to which you can increase your training batch size is bound by the amount of available memory in your GPU. The more you can optimize your memory use the more you can free up memory to increase your batch size. While for most models a large batch size is ...