I did a bit more digging. It turns out that it's just my 2nd GPU that hangs; it wasn't transferring/accepting data with the main memory. As a result, even though I was calling reset(gpuDevice(2)), it wasn't able to to send the command to it or something like that. So, ...
In any case, this introduces inter-process communication and complicates things unnecessarily, so I really hope the TF team will improve GPU memory management and offer a function to really clear the session! 👍 42 ravikyram mentioned this issue May 15, 2020 Release GPU Memory(VRAM) after...
I don't have much idea at the moment, I am trying to dig deeper, it seems to point to functions in create_reduce_and_remove_grad_hooks To Reproduce Train a model with Deepspeed Zero 2 config and try to clear gpu memory after finishing training. Please give me some time to make a cl...
There is no minimum or maximum limit to the amount of GPU memory one might need. It all depends on the way the PC is used and the tasks to be performed. For instance, if you are into excessive gaming or video processing, it’s recommended to have at least 12-16 GB of GPU. For b...
How to Clear PRAM on Mac How to Fix RAM Problems on Mac Part 1: Basics of Mac RAM and RAM Usage RAM or random-access memory is a type of computer data storage used to store machine code and data that are used currently. In other words, it provides storage for ongoing processes and ...
Use compressed air to blow out loose dust Hold fans still while cleaning to prevent over-spinning Clean heat sinks and GPU carefully Pay special attention to: CPU fan and heatsink Graphics card fans Case fans Power supply vents RAM slots ...
Click onDeleteand confirm the prompt to remove these folders. Once done, restart your computer. 2. Use the Disk Clean-up Tool The Disk Clean-up tool is used to clear out unnecessary files, including the DirectX Shader Cache, as it contributes to stuttering and performance issues in games wh...
there’s a setting in the Control Panel of the AMD and NVIDIA GPU called theShader Cache– which saves all interactions and textures that occur during gameplay in memory so that when you encounter a similar situation in the future, the system does not have to load all of this information ...
To free up even more RAM, close the GPU process. The GPU Process, though helpful in theory to accelerate pages, eats up a considerable amount of memory. Click End Process next to it to free up RAM on your Mac. 11. Close Finder windows ...
Adequate memory bandwidth for multiple high-resolution displays Compatible output configurations Support for your desired resolution and refresh rate Multi-display features like NVIDIA Surround or AMD Eyefinity 2. Monitor Considerations Choosing the right monitors is crucial for a cohesive setup. Consider th...