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Experiment/compare performance#12

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BenjaminIsaac0111 merged 2 commits into
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experiment/compare-performance
Jun 28, 2026
Merged

Experiment/compare performance#12
BenjaminIsaac0111 merged 2 commits into
mainfrom
experiment/compare-performance

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  • Implemented the first version of the experimental run scripts for HPC. Not that I have a HPC...

Introduces scheduler integration to scripts/compare_models.py to allow running baseline and SpatialTranscriptFormer model training in parallel on Slurm HPC clusters.

- Add --slurm execution mode to generate Slurm scripts with POSIX-compatible paths

- Add --submit option to submit via sbatch and register collection dependency

- Add --collect-only mode to aggregate reports/plots directly from outputs

- Add Slurm resource customisation CLI flags

- Use dynamic SLURM_SUBMIT_DIR directory to prevent hardcoded Windows paths
- Applied consistent line breaks in multi-line function calls.
- Aligned and formatted CLI argument definitions for clarity.
- Standardised string formatting with proper quotation mark usage.
- Enhanced indentation for better structure and readability.

Signed-off-by: BenjaminIsaac0111 <12176376+BenjaminIsaac0111@users.noreply.github.com>
@BenjaminIsaac0111 BenjaminIsaac0111 merged commit 0c155df into main Jun 28, 2026
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@BenjaminIsaac0111 BenjaminIsaac0111 deleted the experiment/compare-performance branch June 28, 2026 22:42
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