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### 🚀 The feature, motivation and pitch
ULTH (https://arxiv.org/pdf/2102.06790.pdf) pruning on graphs allows for unified learned masks on both the graph and GNN weights that extend the notion of grap…
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## 🐛 Bug
https://gist.github.com/SungFeng-Huang/57e1fce618d92b8f67350b31ed16ca5b
When using lottery ticket hypothesis, for each epoch, the unpruned parameters should be reset to its original val…
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When I run
python ../argfile_runner.py runners/lottery_experiment.py argfiles/lottery_experiment_argfile.py
command,
The following ERROR reported:
Using TensorFlow backend.
WARNING:tensorflow:Fr…
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when I run "python mnist_fc/download_data.py", a error reported:
File "mnist_fc/download_data.py", line 23, in
from lottery_ticket.foundations import save_restore
ModuleNotFoundError: …
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In line286 of main.py, it should be:
`new_mask = np.where(abs(tensor) > percentile_value, 0, mask[step])`
so that smaller weights are set to zero.
https://github.com/rahulvigneswaran/Lottery-Tick…
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Are there any plans to add "lottery ticket" functionality to MxNet/Gluon?
The following URL provides an explanation of the hypothesis:
https://www.technologyreview.com/s/613514/a-new-way-to-build-…
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If `open_lth` framework is used for Lottery Ticket Hypothesis experiments on a model, will it result in improvement in terms of inference speed/memory usage of the models?
As far as I know, even if…
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Pose a question about the one of the following possible readings:
“[Dropout: A Simple Way to Prevent Neural Networks from Overfitting](https://www.jmlr.org/papers/volume15/srivastava14a/srivastava…
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Pose a question about the one of the following possible readings: “[Dropout: A Simple Way to Prevent Neural Networks from Overfitting (Links to an external site.)](https://www.jmlr.org/papers/volume15…
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Hi again (:
I've found a small problem in the current implementation of the initiallization of the `RetNetDecoder` class. Specifically, to build a multi-layered model, this class uses `deepcopy` to c…