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Journal of Cheminformatics
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Table 1 Computational resources and cost associated with training and sampling the model and annotating a 2B sample
From:
Exploring the GDB-13 chemical space using deep generative models
Operation
CPUs
RAM
GPU
Time
Training a model
4
32 GB
1
8 min/epoch
Sampling molecules
4
32 GB
1
33 million/h
Annotating 2B molecules
32
256 GB
0
24 h
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