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While it's nice that AMD is becoming more competitive in this space, many small teams still go for NVIDIA to maximize compatibility. The 4090 is fine as a budg
by trashtester 4y ago
While it's nice that AMD is becoming more competitive in this space, many small teams still go for NVIDIA to maximize compatibility.
The 4090 is fine as a budget option for many compute tasks, including deep learning, as long as 24GB per card is enough for your use cases.
Single cards in a PC/Workstation can be used to develop the code for a network, even if you run the main training on servers.
But as the 4090 is multiple times cheaper than an A100, a setup with 4 4090's will be preferable to A100s for some workloads.
See for instance Bizon Z5000: https://bizon-tech.com/bizon-z5000.html https://bizon-tech.com/bizon-z5000.html