stable-continual-learning
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imirzadeh
Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)
Bumps [numpy](https://github.com/numpy/numpy) from 1.18.5 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...
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Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 1.15.4 to 2.7.2. Release notes Sourced from tensorflow's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...
Bumps [tensorflow-gpu](https://github.com/tensorflow/tensorflow) from 1.15.4 to 2.7.2. Release notes Sourced from tensorflow-gpu's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...
Bumps [pillow](https://github.com/python-pillow/Pillow) from 7.1.2 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...
I think that something is missed in the Resnet18 implementation: ``` class BasicBlock (nn.Module): expansion = 1 def __init__(self, in_planes, planes, stride=1, config={}): super(BasicBlock, self).__init__() self.conv1 = conv3x3(in_planes, planes, stride)...
In the scripts `replicate_experiment_2.sh` [here](https://github.com/imirzadeh/stable-continual-learning/blob/master/replicate_experiment_2.sh#L49), to run the split-CIFAR experiments, the command is ``` python -m stable_sgd.main --dataset cifar100 --tasks 20 --epochs-per-task 1 --lr 0.1 --gamma 0.8 --hiddens 256 --batch-size...
Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 1.15.4 to 2.11.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.11.1 Release 2.11.1 Note: TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting...
Bumps [tensorflow-gpu](https://github.com/tensorflow/tensorflow) from 1.15.4 to 2.12.0. Release notes Sourced from tensorflow-gpu's releases. TensorFlow 2.12.0 Release 2.12.0 TensorFlow Breaking Changes Build, Compilation and Packaging Removed redundant packages tensorflow-gpu and tf-nightly-gpu. These...
Bumps [pillow](https://github.com/python-pillow/Pillow) from 7.1.2 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]...