NORC Analysis Components
NORC is a Python toolkit for measuring and analyzing the noise resilience of hardware counters in High-Performance Computing (HPC) systems.
It provides both command-line utilities and a GUI for automated performance measurements, statistical analysis, visualization, and ranking of metrics.
Installation
Clone the repository and install locally:
git clone https://github.com/tuda-parallel/NORC.git
cd NORC/analysis
pip install .
Analyzing Results
NORC offers two types of analysis tools:
NORC CLI
All CLI tools accept an experiment directory as input.
norc_plot and norc_rank must be run after norc_analyze has processed the experiment.
Example workflow:
norc_analyze /path/to/experiment # Perform analysis
norc_plot /path/to/experiment # Generate plots
norc_rank /path/to/experiment # Rank metrics
NORC GUI
The GUI (norc_gui) requires no parameters.
After launch:
- Use the status bar to select the root directory of an experiment.
- If the experiment has not been analyzed, NORC will process it automatically.
tdlr;
After installation, the following commands are available
pip install .
norc_gui # Launches the GUI
norc_analyze /path/to/experiment # Analyze results
norc_plot /path/to/experiment # Generate plots (requires analyze)
norc_rank /path/to/experiment # Rank metrics (requires analyze)
1 maintainer
Metadata
1 maintainer
Release files for norc 0.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| norc-0.0.1.tar.gz | 28.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| norc-0.0.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 64.2 kB
Release files / norc-0.0.1.tar.gz
| Download URL | norc-0.0.1.tar.gz |
|---|---|
| Size | 28.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / norc-0.0.1-py3-none-any.whl
| Download URL | norc-0.0.1-py3-none-any.whl |
|---|---|
| Size | 36.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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No |
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twine/6.1.0 CPython/3.12.9
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