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According to [1], the K80 GPUs have the following specs: Chips: 2× GK210 Thread processors: 4992 (total) Base clock: 560 MHz Max Boost: 875 MHz
by ivan_ah 10y ago
According to [1], the K80 GPUs have the following specs:
Chips: 2× GK210
Thread processors: 4992 (total)
Base clock: 560 MHz
Max Boost: 875 MHz
Memory Size: 2× 12288
Clock: 5000
Bus type: GDDR5
Bus width: 2× 384
Bandwidth: 2× 240 GB/s
Single precision: 5591–8736 GFLOPS (MAD or FMA)
Double precision: 1864–2912 GFLOPS (FMA)
CUDA compute ability: 3.7
Is that a good deal for $1/hour? (I'm not sure if a p2.large instance corresponds to use of one K80 or half of it)
How much would it cost to "train" ImageNet using such instances? Or perhaps another standard DDN task for which the data is openly available?
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[1] https://en.wikipedia.org/wiki/Nvidia_Tesla#cite_ref-19 https://en.wikipedia.org/wiki/Nvidia_Tesla#cite_ref-19