2.0.0.dev14

Add tests for heatmaps

2.0.0-dev8

Implement masking

STAMP v1.1.1

• Deploy now happens on GPU when available
• Minor heatmap bug fix for resizing a PIL image using a tuple instead of an array

STAMP v1.1.0

• Replace MultiHeadAttention with PyTorch nn.MultiHeadAttention which uses FlashAttentionV2, thus requiring less memory while being faster;
• Enabled usage of TensorFloat32 on CUDA devices, resulting in faster performance;
• Changed optimizer from Adam to AdamW.

STAMP v1.0.3

• Integration of UNI feature extractor
• Move download of UNI model weights to stamp setup
• Add process ID to logfile name to avoid two slurm processes writing to same logfile
• Ignore missing normalization template / weights if not required by config
• Remove lock files older than 20 seconds before beginning preprocessing
• Fix of error in heatmaps script
• Set norm: false in the default config
• Set version to 1.0.3
• Update installation instructions in README

STAMP v1.0.2

Improved usability as stand-alone pip package and fixed minor bug fixes

STAMP v1.0.1

Improved error handling, logging, and parallel execution for pre-processing

STAMP v1.0.0

As used in submission on 17.12.2023 of the preprint: https://arxiv.org/abs/2312.10944v1