RelationPrediction
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MichSchli
Implementation of R-GCNs for Relational Link Prediction
When I trained the R-GCN model with dataset 'FB-Toutanova', using setting 'gcn_basis.exp', I used nvtop to monitor the GPU utilization and found that the GPU utilization was mostly 0% during...
does r-gcn works on entity alignment (existing R-GCN seems only focus on classification and link prediction)? If yes, May I know do you have any working code on this? or...
Fails with error ` File "mtrand.pyx", line 920, in numpy.random.mtrand.RandomState.choice ValueError: probabilities contain NaN ` Training on any other dataset takes too long and consumes too much memory and CPU...
@tkipf @MichSchli can one of you kindly help with what does GraphSplitSize and GraphBatchSize mean?
OOM
Hello, I was wondering how much GPU memory is needed to replicate the result in the paper? I tried on all three datasets but for all of them, I run...
I'm so sorry to bother you? Can you give an example of the "configuration"? I don't know how to set it.
When using a dataset with more relations than constants (e.g. Nations) the following error raises: `InvalidArgumentError (see above for traceback): indices[3] = 16 is not in [0, 16) [[Node: embedding_lookup_1...
Hello, if I add in gcn_basis.exp ``` [Evaluation] Metric=MRR Metric=Accuracy ``` I get the following error: FileNotFoundError: [Errno 2] No such file or directory: FB-Toutanova/valid_accuracy.txt How can I generate that...
Sorry to bother you ,I really want to get a relatively high accurary using my own data to make link prediction, however, I get a result that accurary is almost...
In the `train.py` script, copied and pasted below, the first element of the tuple for the `adj_list` is the index of the `train_triplets`, ```python adj_list = [[] for _ in...
