Based on pure specs alone, the new Geforce RTX 3060 is a brilliant budget proposition for anyone looking to get into Deep Learning. It has plenty of CUDA cores(3584) and 12GB of GDDR6 memory. With the added benefit that you can also use it for gaming too if that’s something you fancy.
And finally, I will discuss what is in everyone’s mind. Is it a good thing that Nvidia decided to keep the RTX 3060 away from the crypto miners? Does this mean that finally, Nvidia is releasing a GPU that we can buy?
0:59 Why do you need an NVIDIA GPU for Deep Learning? CUDA, CuDNN,….
1:41 Why does the number of CUDA cores matter?
2:23 GPU memory vs CUDA Cores
3:41 Comparing the RTX 3060 to the other GPUs in the 30 series family
4:34 Is Nvidia’s crypto mining ban going to help?
6:19 Root cause of shortage in GPU market
6:48 Crypto mining GPUs will end in a landfill instead of the second-hand market
7:47 Buy the RTX 3060 If you are looking to begin Deep Learning
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