Machine Learning

September 11, 2020

[D] Ways to scale up my home Machine Learning server

Hi. I've been studying and playing with AI during covid, but I'm now starting to become frustrated with hardware capacity limitations even with two 2080s. I'm […]

September 12, 2020

[D] Which GPU(s) to get for Deep Learning (Updated for RTX 3000 Series)

Tim Dettmers just updated his legendary blogpost to include advice for the RTX 3000 series Blog: https://timdettmers.com/2020/09/07/which-gpu-for-deep-learning/ PS: I had a chance to interview him earlier […]

September 12, 2020

[D] PSA: NVIDIA's Tensor-TFLOPS values for their newest GPUs include sparsity

NVIDIA claims the 3080 has 238 ‘Tensor-TFLOPS’ of performance from their tensor cores, the 3090 has 285, and the 3070 has 163. As usual, these numbers […]

September 12, 2020

[R] What are good benchmarks/datasets to test new LSTM/RNN cell modifications?

I know RNNs are sort of old hat with attention being “all you need” but if I were to evaluate a new RNN cell, what would […]