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Soft Threshold Weight Reparameterization for Learnable Sparsity

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Bumps [numpy](https://github.com/numpy/numpy) from 1.17.3 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [pillow](https://github.com/python-pillow/Pillow) from 8.2.0 to 9.0.1. Release notes Sourced from pillow's releases. 9.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/9.0.1.html Changes In show_file, use os.remove to remove temporary images. CVE-2022-24303 #6010 [@​radarhere, @​hugovk] Restrict builtins within...

dependencies

Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 3.10.0 to 3.15.0. Release notes Sourced from protobuf's releases. Protocol Buffers v3.15.0 Protocol Compiler Optional fields for proto3 are enabled by default, and no longer require the...

dependencies

Thank you for your terrific work! I wanna train STRvonv based resnet20 with 80%, 90% and 95% sparsity, respectively. How do I set weight decay values or Sinit to make...

This introduces the multtiMNIST dataset for an arbitrarily large number of classes

Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 3.10.0 to 3.18.3. Release notes Sourced from protobuf's releases. Protocol Buffers v3.18.3 C++ Reduce memory consumption of MessageSet parsing This release addresses a Security Advisory for C++...

dependencies

Bumps [werkzeug](https://github.com/pallets/werkzeug) from 0.16.0 to 2.2.3. Release notes Sourced from werkzeug's releases. 2.2.3 This is a fix release for the 2.2.x release branch. Changes: https://werkzeug.palletsprojects.com/en/2.2.x/changes/#version-2-2-3 Milestone: https://github.com/pallets/werkzeug/milestone/26?closed=1 This release contains...

dependencies

Bumps [pillow](https://github.com/python-pillow/Pillow) from 8.2.0 to 9.3.0. Release notes Sourced from pillow's releases. 9.3.0 https://pillow.readthedocs.io/en/stable/releasenotes/9.3.0.html Changes Initialize libtiff buffer when saving #6699 [@​radarhere] Limit SAMPLESPERPIXEL to avoid runtime DOS #6700 [@​wiredfool]...

dependencies