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Symfc is used to handle random displacements unless specified in CUI.
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atztogo committed Jan 15, 2025
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32 changes: 16 additions & 16 deletions doc/pypolymlp.md
Original file line number Diff line number Diff line change
Expand Up @@ -269,9 +269,9 @@ Having `phono3py_params.yaml`, phono3py is executed with `--pypolymlp` option,
| |_) | | | | (_) | | | | (_) |__) | |_) | |_| |
| .__/|_| |_|\___/|_| |_|\___/____/| .__/ \__, |
|_| |_| |___/
3.5.0
3.11.2
-------------------------[time 2024-09-19 15:33:23]-------------------------
-------------------------[time 2025-01-15 16:43:57]-------------------------
Compiled with OpenMP support (max 10 threads).
Running in phono3py.load mode.
Python version 3.12.6
Expand All @@ -287,7 +287,6 @@ Primitive matrix:
Spacegroup: Fm-3m (225)
Use -v option to watch primitive cell, unit cell, and supercell structures.
NAC parameters were read from "phono3py_params.yaml".
----------------------------- Force constants ------------------------------
Displacement dataset for fc3 was read from "phono3py_params.yaml".
----------------------------- pypolymlp start ------------------------------
Pypolymlp is a generator of polynomial machine learning potentials.
Expand All @@ -304,39 +303,40 @@ Clear training X.T @ X
Calculate X.T @ X for test data
Clear test X.T @ X
Regression: model selection ...
- alpha = 1.000e-03 : rmse (train, test) = 9.39542e+14 9.39543e+14
- alpha = 1.000e-02 : rmse (train, test) = 9.39542e+14 9.39543e+14
- alpha = 1.000e-01 : rmse (train, test) = 0.03738 0.04961
- alpha = 1.000e+00 : rmse (train, test) = 0.03900 0.04742
- alpha = 1.000e+01 : rmse (train, test) = 0.04058 0.04584
- alpha = 1.000e-03 : rmse (train, test) = 1.12211e+15 1.12211e+15
- alpha = 1.000e-02 : rmse (train, test) = 1.12211e+15 1.12211e+15
- alpha = 1.000e-01 : rmse (train, test) = 0.00002 0.00002
- alpha = 1.000e+00 : rmse (train, test) = 0.00002 0.00002
- alpha = 1.000e+01 : rmse (train, test) = 0.00002 0.00002
MLPs were written into "phono3py.pmlp"
------------------------------ pypolymlp end -------------------------------
Generate random displacements
Twice of number of snapshots will be generated for plus-minus displacements.
Displacement distance: 0.001
Evaluate forces in 400 supercells by pypolymlp
----------------------------- Force constants ------------------------------
-------------------------------- Symfc start -------------------------------
Symfc is a non-trivial force constants calculator. Please cite the paper:
A. Seko and A. Togo, arXiv:2403.03588.
Symfc is a force constants calculator. See the following paper:
A. Seko and A. Togo, Phys. Rev. B, 110, 214302 (2024).
Symfc is developed at https://github.com/symfc/symfc.
Computing [2, 3] order force constants.
Increase log-level to watch detailed symfc log.
--------------------------------- Symfc end --------------------------------
-------------------------------- Symfc start -------------------------------
Symfc is a non-trivial force constants calculator. Please cite the paper:
A. Seko and A. Togo, arXiv:2403.03588.
Symfc is a force constants calculator. See the following paper:
A. Seko and A. Togo, Phys. Rev. B, 110, 214302 (2024).
Symfc is developed at https://github.com/symfc/symfc.
Computing [2] order force constants.
Increase log-level to watch detailed symfc log.
--------------------------------- Symfc end --------------------------------
Max drift of fc3: -0.000000 (xyx) 0.000000 (zyy) -0.000000 (xyx)
Max drift of fc2: 0.000000 (xx) 0.000000 (xx)
Max drift of fc3: -0.000000 (zxz) -0.000000 (xzz) -0.000000 (xzz)
Max drift of fc2: -0.000000 (yy) -0.000000 (yy)
fc3 was written into "fc3.hdf5".
fc2 was written into "fc2.hdf5".
----------- None of ph-ph interaction calculation was performed. -----------
Dataset generated using MLPs was written in "phono3py_mlp_eval_dataset.yaml".
Summary of calculation was written in "phono3py.yaml".
-------------------------[time 2024-09-19 15:34:41]-------------------------
-------------------------[time 2025-01-15 16:45:15]-------------------------
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___ _ __ __| |
/ _ \ '_ \ / _` |
Expand Down Expand Up @@ -377,7 +377,7 @@ constants by loading the MLPs from `phono3py.pmlp` as follows:
| |_) | | | | (_) | | | | (_) |__) | |_) | |_| |
| .__/|_| |_|\___/|_| |_|\___/____/| .__/ \__, |
|_| |_| |___/
3.11.1-dev14+g5f281b65
3.11.2
-------------------------[time 2025-01-12 10:08:31]-------------------------
Compiled with OpenMP support (max 10 threads).
Expand Down
13 changes: 12 additions & 1 deletion phono3py/cui/phono3py_script.py
Original file line number Diff line number Diff line change
Expand Up @@ -615,7 +615,18 @@ def _store_force_constants(ph3py: Phono3py, settings: Phono3pySettings, log_leve
log_level=log_level,
)
except ForceCalculatorRequiredError:
_show_fc_calculator_not_found(log_level)
if log_level:
print("Symfc will be used to handle general (or random) displacements.")

compute_force_constants_from_datasets(
ph3py,
fc_calculator="symfc",
fc_calculator_options=fc_calculator_options,
symmetrize_fc=settings.fc_symmetry,
is_compact_fc=settings.is_compact_fc,
log_level=log_level,
)
# _show_fc_calculator_not_found(log_level)

if log_level:
if ph3py.fc3 is None:
Expand Down

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