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. Author manuscript; available in PMC: 2022 Mar 22.
Published in final edited form as: J Chem Inf Model. 2021 Mar 8;61(3):1095–1104. doi: 10.1021/acs.jcim.1c00007

Table 3.

Difference in Hyperparameters of PhysNet and sPhysNet.

Name PhysNet sPhysNet
num_featurea 128 160
Nmodule 5 3
Nresidual atomic  2 1
Nresidual interaction  3 1
Nresidual output  1 1
Total trainable params 1.29M 0.74M
a

num_feature is the length of the atom vector.