March 8, 2021

[D] What is your AWS/GCP GPU utilization (idle vs non-idle) ?

Wondering what percentage of the time your GPUs are IDLE in your ML/DL cloud compute instance ? Average utilization during an active workload, also of interest. […]
March 8, 2021

[R] Yoshua Bengio Team Leverages DL to Rejuvenate Symbolic AI: Neural Production Systems Reveal Latent Rules in Rich Visual Environments

A team from Mila, University of Montreal, DeepMind, Waverly and Google Brain proposes Neural Production Systems, which serve to factorize entity-specific and rule-based information in rich […]
March 9, 2021

[D] What is a good way of exploring Hidden Layer Sizes in NNs?

I get confused searching the hyperspace of Hidden Layer Sizes. These come in tupes (3,2) meaning there are 3 hidden units and 2 hidden layers. The […]
March 9, 2021

[Discussion] Pros and Cons of ONNX format

Apart from the obvious conversion from other formats that may sometimes be outright impossible, have you encountered other issues? If not, what does the format provide […]