For simpler (image-) classification tasks with very small images or simple numerical features, training and inference does not necessarily benefit from being executed on a GPU.
In these cases, Palma provides framework installation that can be used on a default compute node in the normal
queue
Toolchain | scikit-learn | TensorFlow | PyTorch |
---|
palma/2019b → foss | 0.21.3-Python-3.7.4 | 2.1.0-Python-3.7.4 | 1.4.0-Python-3.7.4 1.6.0-Python-3.7.4 |
palma/2020a → foss | 0.23.1-Python-3.8.2 | 2.3.1-Python-3.8.2 | 1.7.1-Python-3.8.2 |
palma/2020b → foss | TBA | TBA | 1.7.1 1.9.0 |