Running phase: unpackPhase unpacking source archive /nix/store/nsvj3pba8f16cj3wn91gi2kcwnbhwvbk-source source root is source Running phase: patchPhase Running phase: updateAutotoolsGnuConfigScriptsPhase Running phase: configurePhase no configure script, doing nothing Running phase: buildPhase no Makefile or custom buildPhase, doing nothing Running phase: installPhase Running phase: fixupPhase shrinking RPATHs of ELF executables and libraries in /nix/store/waqjqk16qw0216w922rgi11d1nn97q0z-thermompnn-1.0.0 checking for references to /build/ in /nix/store/waqjqk16qw0216w922rgi11d1nn97q0z-thermompnn-1.0.0... patching script interpreter paths in /nix/store/waqjqk16qw0216w922rgi11d1nn97q0z-thermompnn-1.0.0 stripping (with command strip and flags -S -p) in /nix/store/waqjqk16qw0216w922rgi11d1nn97q0z-thermompnn-1.0.0/bin Running phase: installCheckPhase /nix/store/i7hmws104c6dx6k99wnggd00m18x1m2s-python3-3.14.7-env/lib/python3.14/site-packages/Bio/pairwise2.py:278: BiopythonDeprecationWarning: Bio.pairwise2 has been deprecated, and we intend to remove it in a future release of Biopython. As an alternative, please consider using Bio.Align.PairwiseAligner as a replacement, and contact the Biopython developers if you still need the Bio.pairwise2 module. warnings.warn( /nix/store/i7hmws104c6dx6k99wnggd00m18x1m2s-python3-3.14.7-env/lib/python3.14/site-packages/torchmetrics/utilities/prints.py:43: UserWarning: Metric `SpearmanCorrcoef` will save all targets and predictions in the buffer. For large datasets, this may lead to large memory footprint. warnings.warn(*args, **kwargs) Model Dataset ddG_pred position wildtype mutation pdb chain 0 ThermoMPNN test 0.133521 0 T A test A 1 ThermoMPNN test -0.127606 0 T C test A 2 ThermoMPNN test 0.535634 0 T D test A 3 ThermoMPNN test 0.383188 0 T E test A 4 ThermoMPNN test 0.00563 0 T F test A .. ... ... ... ... ... ... ... ... 115 ThermoMPNN test 0.0 5 S S test A 116 ThermoMPNN test 0.162641 5 S T test A 117 ThermoMPNN test 0.093034 5 S V test A 118 ThermoMPNN test -0.29962 5 S W test A 119 ThermoMPNN test -0.202574 5 S Y test A [120 rows x 8 columns] Saved ThermoMPNN output to out/ThermoMPNN_inference_test.csv install check OK: 121 rows in out/ThermoMPNN_inference_test.csv