avalanche

avalanche copied to clipboard

wakened2024

endless_cl_sim semantic segmentation accuracy calculation bug

1

🐛 **Describe the bug** When working for Endless Continual Learning Simulator, specific for semantic segmentation scenario. Integrating accuracy_metrics in evaluation plugin as ``` eval_plugin = EvaluationPlugin( accuracy_metrics(minibatch=True, epoch=True, experience=True, stream=True),...

ZexinLi0w0

🐛 **Describe the bug** I am using `benchmark_with_validation_stream` to split my benchmark into a version where the `train_stream` is divided into `train_stream` and `valid_stream`. However, training fails as soon as...

ordass00

Error when installing,the program always tell me that zip has been broken,so how to deal with that.

4

ERROR: Exception: Traceback (most recent call last): File "D:\Anaconda\Lib\site-packages\pip\_internal\cli\base_command.py", line 106, in _run_wrapper status = _inner_run() ^^^^^^^^^^^^ File "D:\Anaconda\Lib\site-packages\pip\_internal\cli\base_command.py", line 97, in _inner_run return self.run(options, args) ^^^^^^^^^^^^^^^^^^^^^^^ File "D:\Anaconda\Lib\site-packages\pip\_internal\cli\req_command.py", line...

Chinawlx

Support for Regression Settings in Avalanche

1

I would like to ask whether Avalanche supports continual learning for regression tasks. Most of the examples and templates in the documentation focus on classification problems, but I am particularly...

rezahabibi96

MASPlugin errors if SGD Loss is zero

1

In the `MASPlugin` in the `before_backward` callback there is a check to see if the loss has been generated from the `SGDUpdate` class's `training_epoch` function. ``` if not strategy.loss: raise...

man2machine

Added SER Strategy

1

I Implemented the SER (Strong Experience Replay) algorithm from the paper "Continual Learning with Strong Experience Replay" https://arxiv.org/pdf/2302.11346 . It is a modified version of DER++, so my implementation of...

AlboAlby00

🐛 **Describe the bug** The checkpoint plugin is giving an error when saving a checkpoint, in the dill library: `TypeError: cannot pickle 'ConfigModuleInstance' object` Python version: 3.11.10 Dill version: 0.3.9...

spartanjoax

🐛 **Describe the bug** I am working with a multimodal signal dataset. It is composed of time-series data (signals) and structured data (process parameters). The samples are returned as a...

spartanjoax

I have python 3.8.8 and can't switch to any other version due to my project requirements and other dependencies but avalanche doesn't support this version. Is there any version of...

sarmadsaleem333