From what I can gather, the task involves training a model using MATLAB on a PC equipped with the new Ultra 7 155H processor and a dedicated GPU (RTX 4060). Compared to previously used CPUs, the Ultra 7 155H is less powerful but more power-efficient, drawing only 28W at its base clock.
I understand that the Intel Core Ultra 7 155H processor includes a dedicated NPU (Neural Processing Unit), but currently, there is no MathWorks documentation indicating support for NPUs in MATLAB.
To achieve the best results, utilizing the dedicated GPU for training is recommended. Here is a script to set up the environment for that purpose:
if canUseGPU
executionEnvironment = "gpu";
numberOfGPUs = gpuDeviceCount("available");
pool = parpool(numberOfGPUs);
else
executionEnvironment = "cpu";
pool = parpool;
end
If the GPU is working correctly, the following variable values should appear in the workspace:
Once the environment is set up, proceed with training the network as usual. The following script can be used to open an example on the same topic:
openExample('deeplearning_shared/TrainNetworkInParallelWithCustomTrainingLoopExample')
I hope this helps. Thanks!
