Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
40 changes: 20 additions & 20 deletions deepmd/entrypoints/test.py
Original file line number Diff line number Diff line change
Expand Up @@ -511,18 +511,18 @@ def test_ener(
dict_to_return["rmse_e"] = (rmse_e, energy.size)
dict_to_return["rmse_ea"] = (rmse_ea, energy.size)
if not out_put_spin and find_force == 1:
log.info(f"Force MAE : {mae_f:e} eV/A")
log.info(f"Force RMSE : {rmse_f:e} eV/A")
log.info(f"Force MAE : {mae_f:e} eV/Å")
log.info(f"Force RMSE : {rmse_f:e} eV/Å")
dict_to_return["mae_f"] = (mae_f, size_f)
dict_to_return["rmse_f"] = (rmse_f, size_f)
if find_atom_pref == 1:
log.info(f"Force weighted MAE : {mae_fw:e} eV/A")
log.info(f"Force weighted RMSE: {rmse_fw:e} eV/A")
log.info(f"Force weighted MAE : {mae_fw:e} eV/Å")
log.info(f"Force weighted RMSE: {rmse_fw:e} eV/Å")
dict_to_return["mae_fw"] = (mae_fw, weight_sum)
dict_to_return["rmse_fw"] = (rmse_fw, weight_sum)
if out_put_spin and find_force == 1:
log.info(f"Force atom MAE : {mae_fr:e} eV/A")
log.info(f"Force atom RMSE : {rmse_fr:e} eV/A")
log.info(f"Force atom MAE : {mae_fr:e} eV/Å")
log.info(f"Force atom RMSE : {rmse_fr:e} eV/Å")
dict_to_return["mae_fr"] = (mae_fr, force_r.size)
dict_to_return["rmse_fr"] = (rmse_fr, force_r.size)
if out_put_spin and find_force_mag == 1:
Expand All @@ -543,8 +543,8 @@ def test_ener(
log.info(f"Atomic ener MAE : {mae_ae:e} eV")
log.info(f"Atomic ener RMSE : {rmse_ae:e} eV")
if dp.has_hessian:
log.info(f"Hessian MAE : {mae_h:e} eV/A^2")
log.info(f"Hessian RMSE : {rmse_h:e} eV/A^2")
log.info(f"Hessian MAE : {mae_h:e} eV/Å^2")
log.info(f"Hessian RMSE : {rmse_h:e} eV/Å^2")
dict_to_return["mae_h"] = (mae_h, hessian.size)
dict_to_return["rmse_h"] = (rmse_h, hessian.size)

Expand Down Expand Up @@ -663,24 +663,24 @@ def print_ener_sys_avg(avg: dict[str, float]) -> None:
log.info(f"Energy MAE/Natoms : {avg['mae_ea']:e} eV")
log.info(f"Energy RMSE/Natoms : {avg['rmse_ea']:e} eV")
if "rmse_f" in avg:
log.info(f"Force MAE : {avg['mae_f']:e} eV/A")
log.info(f"Force RMSE : {avg['rmse_f']:e} eV/A")
log.info(f"Force MAE : {avg['mae_f']:e} eV/Å")
log.info(f"Force RMSE : {avg['rmse_f']:e} eV/Å")
if "rmse_fw" in avg:
log.info(f"Force weighted MAE : {avg['mae_fw']:e} eV/A")
log.info(f"Force weighted RMSE: {avg['rmse_fw']:e} eV/A")
log.info(f"Force weighted MAE : {avg['mae_fw']:e} eV/Å")
log.info(f"Force weighted RMSE: {avg['rmse_fw']:e} eV/Å")
else:
log.info(f"Force atom MAE : {avg['mae_fr']:e} eV/A")
log.info(f"Force atom MAE : {avg['mae_fr']:e} eV/Å")
log.info(f"Force spin MAE : {avg['mae_fm']:e} eV/uB")
log.info(f"Force atom RMSE : {avg['rmse_fr']:e} eV/A")
log.info(f"Force atom RMSE : {avg['rmse_fr']:e} eV/Å")
log.info(f"Force spin RMSE : {avg['rmse_fm']:e} eV/uB")
if "rmse_v" in avg:
log.info(f"Virial MAE : {avg['mae_v']:e} eV")
log.info(f"Virial RMSE : {avg['rmse_v']:e} eV")
log.info(f"Virial MAE/Natoms : {avg['mae_va']:e} eV")
log.info(f"Virial RMSE/Natoms : {avg['rmse_va']:e} eV")
if "rmse_h" in avg:
log.info(f"Hessian MAE : {avg['mae_h']:e} eV/A^2")
log.info(f"Hessian RMSE : {avg['rmse_h']:e} eV/A^2")
log.info(f"Hessian MAE : {avg['mae_h']:e} eV/Å^2")
log.info(f"Hessian RMSE : {avg['rmse_h']:e} eV/Å^2")


def test_dos(
Expand Down Expand Up @@ -1070,7 +1070,7 @@ def test_wfc(
rmse_f = rmse(wfc - test_data["wfc"][:numb_test])

log.info("# number of test data : {numb_test:d} ")
log.info("WFC RMSE : {rmse_f:e} eV/A")
log.info("WFC RMSE : {rmse_f:e} eV/Å")

if detail_file is not None:
detail_path = Path(detail_file)
Expand All @@ -1097,7 +1097,7 @@ def print_wfc_sys_avg(avg: dict) -> None:
avg : np.ndarray
array with summaries
"""
log.info(f"WFC RMSE : {avg['rmse']:e} eV/A")
log.info(f"WFC RMSE : {avg['rmse']:e} eV/Å")


def test_polar(
Expand Down Expand Up @@ -1239,7 +1239,7 @@ def print_polar_sys_avg(avg: dict) -> None:
avg : np.ndarray
array with summaries
"""
log.info(f"Polarizability RMSE : {avg['rmse']:e} eV/A")
log.info(f"Polarizability RMSE : {avg['rmse']:e} eV/Å")


def test_dipole(
Expand Down Expand Up @@ -1353,4 +1353,4 @@ def print_dipole_sys_avg(avg: dict) -> None:
avg : np.ndarray
array with summaries
"""
log.info(f"Dipole RMSE : {avg['rmse']:e} eV/A")
log.info(f"Dipole RMSE : {avg['rmse']:e} eV/Å")