baler
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baler-collaboration
Repository of Baler, a machine learning based data compression tool
Torch recently became available on Fedora, so I created a package review for baler in Fedora: https://bugzilla.redhat.com/show_bug.cgi?id=2271996 The reviewer has pointed out that there already is another package called baler...
Drop maximum Python version constraint Make numpy constraint a minimum version instead of an exact version This allows building on Fedora 40 and 41 that currently have: - python3 3.12.2...
Many of the modern neural compression architectures utilize the arithmetic encoder-decoder functions (for example ANS). This can guarantee a higher compression rate. The arithmetic encoder module encodes the stream of...
Add the decorator functions for code profiling, energy consumption and CO(2) emission estimation.
This is a big PR, moving the configuration to `YAML` in the root of the project. This config then gets copied when you create a new project using `--newProject`. The...
Made a new PJ model which is FPGA friendly (at least the encoder part). From what I understand, `nn.Unflatten()` and `nn.ConvTranspose2d` isn't supported by `hls4ml`, so if you have any...
We need to edit the `newProject` mode (see [here](https://github.com/baler-collaboration/baler/blob/e3d4fd8c82f7e3faa39449509af806fb2ab977a1/baler/baler.py#L64) ), to include the missing configs located all around Baler. The two I've come across are `config.separate_model_saving` and `config.save_error_bounded_deltas`. There might...
# Description of the changes made _cProfile_ is a built-in Python module designed for lightweight and efficient profiling of Python programs. It provides a way to analyze code performance by...
### While profiling baler with codecarbon, the profiling logs can be stored as a `.CSV` file. This PR creates plots from the `.CSV `log file for better visualization of the...
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Repository of Baler, a machine learning based data compression tool