feat(GraphNorm): Support GraphNorm as option #29
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mallamanis
approved these changes
Sep 20, 2020
mallamanis
reviewed
Sep 20, 2020
| self._dense_every_num_layers = params["dense_every_num_layers"] | ||
| self._residual_every_num_layers = params["residual_every_num_layers"] | ||
| self._use_inter_layer_layernorm = params["use_inter_layer_layernorm"] | ||
| self._use_graphnorm = params.get("use_graphnorm") or False |
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Would it maybe make sense to add something like
assert not (self._use_graphnorm and self._use_inter_layer_layernorm), "Using layer normalization and graph normalization should not be used together."
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Implementation of Graph Norm (https://arxiv.org/pdf/2009.03294.pdf).