Multiple parameters and new checkpoint_biggest

[ksSoundAg]

Hello,
I was wondering if you have the python code for how you created the checkpoint_biggest from the chembl file? It also mentions loading multiple parameters in the abstract of the paper, do you have any implementation with more than one parameter?

Thank you,
Kevin

[ksSoundAg]

I have been trying to run the commented out code in the python notebook to produce a new checkpoint_biggest using the provided Chembl file, but get the following error every time I try to run the script each time at different generation numbers. :
Training in progress...: 0%| | 99/1500000 [00:09<37:07:28, 11.22it/s][0m 9s (100 0%) 2.6547]
<V+778ycV<CnatHnsO(CEN/Hu]Tg6\LpdWX<uFI9YDfE9bf3pMF/GE4mI[]9]H59I
Tu=PDVP5]6
Z>

Training in progress...: 0%| | 198/1500000 [00:18<37:05:32, 11.23it/s][0m 18s (200 0%) 1.4145]
Traceback (most recent call last):
File "multi.new.runReleaseask.190404.newgenerator.py", line 119, in
losses = my_generator.fit(gen_data, 1500000)
File "/home/ubuntu/Release2/stackRNN.py", line 459, in fit
predict_len=100), '\n')
File "/home/ubuntu/Release2/stackRNN.py", line 391, in evaluate
output, hidden, stack = self.forward(inp, hidden, stack)
File "/home/ubuntu/Release2/stackRNN.py", line 215, in forward
inp = torch.cat((inp, stack_top), dim=2)
RuntimeError: invalid argument 0: Sizes of tensors must match except in dimension 2. Got 1 and 2 in dimension 1 at /opt/conda/conda-bld/pytorch_1535491974311/work/aten/src/THC/generic/THCTensorMath.cu:87
Exception ignored in: <bound method tqdm.del of Training in progress...: 0%| | 198/1500000 [00:18<37:05:32, 11.23it/s]>
Traceback (most recent call last):
File "/home/ubuntu/anaconda3/lib/python3.6/site-packages/tqdm/_tqdm.py", line 889, in del
self.close()
File "/home/ubuntu/anaconda3/lib/python3.6/site-packages/tqdm/_tqdm.py", line 1095, in close
self._decr_instances(self)
File "/home/ubuntu/anaconda3/lib/python3.6/site-packages/tqdm/_tqdm.py", line 454, in _decr_instances
cls.monitor.exit()
File "/home/ubuntu/anaconda3/lib/python3.6/site-packages/tqdm/_monitor.py", line 52, in exit
self.join()
File "/home/ubuntu/anaconda3/lib/python3.6/threading.py", line 1053, in join
raise RuntimeError("cannot join current thread")
RuntimeError: cannot join current thread