Spin-Orbit-Torque Demo
Google Colab Link
The demo can be run on Google Colab without any local installation. Use the following link to try it out.
[11]:
!pip install -q magnumnp numpy==1.22.4
Run Demo:
[12]:
from magnumnp import *
import torch
Timer.enable()
# initialize mesh
eps = 1e-15
#n = (2, 2, 2)
n = (1, 1, 1)
dx = (1.0e-9, 1.0e-9, 1e-9)
mesh = Mesh(n, dx)
state = State(mesh)
# initialize polarization, p, and charge current amplitude
# thickness of thin film on which the SOT acts
p = state.Tensor((0, -1, 0))
je = 6.9e10
d = n[2] * dx[2]
Keff = 1200e3*constants.mu_0*0.4/2./constants.mu_0
state.material = {
"Ms": 1200e3,
"A": 15e-12,
"Ku": Keff,
"Ku_axis": [0, 0, 1],
"gamma": 2.211e5,
"alpha": 0.048,
"eta_damp": -0.1, # both eta with opposite sign as magnum.af, same as magnum.pi
"eta_field": 0.3,
"p": p,
"d": d,
"je": je}
# initialize field terms
exchange = ExchangeField()
aniso = UniaxialAnisotropyField()
torque = SpinOrbitTorque()
# initialize magnetization that relaxes into s-state
state.m = state.Constant([0,0,1])
# relax without external field
llg = LLGSolver([exchange, aniso])
llg.relax(state)
# perform integration with external field
state.t = 0.
llg = LLGSolver([exchange, torque, aniso])
slogger = ScalarLogger("data/log.dat", ['t', 'm', torque.h])
flogger = FieldLogger("data/fields.pvd", ['m'])
while state.t < 1e-9-eps:
slogger << state
flogger << state
llg.step(state, 1e-12)
Timer.print_report()
2023-05-08 13:12:37 magnum.np:INFO [State] running on device: cpu (dtype = float64)
2023-05-08 13:12:37 magnum.np:INFO [Mesh] 1x1x1 (size= 1e-09 x 1e-09 x 1e-09)
2023-05-08 13:12:37 magnum.np:INFO [LLGSolver] using RKF45 solver (atol = 1e-05)
2023-05-08 13:12:37 magnum.np:INFO [LLG] relax: t=1e-11 dE=0 E=-2.4e-22
2023-05-08 13:12:37 magnum.np:INFO [LLGSolver] using RKF45 solver (atol = 1e-05)
2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=1e-12
2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=2e-12
2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=3e-12
2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=4e-12
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2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=7e-12
2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=8e-12
2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=9e-12
2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=1e-11
2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.1e-11
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2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.4e-11
2023-05-08 13:12:37 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.5e-11
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2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.91e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.92e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.93e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.94e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.95e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.96e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.97e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.98e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=1.99e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.01e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.02e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.03e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.04e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.05e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.06e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.07e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.08e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.09e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.1e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.11e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.12e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.13e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.14e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.15e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.16e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.17e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.18e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.19e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.2e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.21e-10
2023-05-08 13:12:43 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.22e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.23e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.24e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.25e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.26e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.27e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.28e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.29e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.3e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.31e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.32e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.33e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.34e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.35e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.36e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.37e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.38e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.39e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.4e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.41e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.42e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.43e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.44e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.45e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.46e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.47e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.48e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.49e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.5e-10
2023-05-08 13:12:44 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.51e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.52e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.53e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.54e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.55e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.56e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.57e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.58e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.59e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.6e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.61e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.62e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.63e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.64e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.65e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.66e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.67e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.68e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.69e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.7e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.71e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.72e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.73e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.74e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.75e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.76e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.77e-10
2023-05-08 13:12:45 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.78e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.79e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.8e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.81e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.82e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.83e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.84e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.85e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.86e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.87e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.88e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.89e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.9e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.91e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.92e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.93e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.94e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.95e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.96e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.97e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.98e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=2.99e-10
2023-05-08 13:12:46 magnum.np:INFO [LLG] step: dt= 1e-12 t=3e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.01e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.02e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.03e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.04e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.05e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.06e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.07e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.08e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.09e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.1e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.11e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.12e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.13e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.14e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.15e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.16e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.17e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.18e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.19e-10
2023-05-08 13:12:47 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.2e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.21e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.22e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.23e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.24e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.25e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.26e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.27e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.28e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.29e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.3e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.31e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.32e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.33e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.34e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.35e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.36e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.37e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.38e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.39e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.4e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.41e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.42e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.43e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.44e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.45e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.46e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.47e-10
2023-05-08 13:12:48 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.48e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.49e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.5e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.51e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.52e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.53e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.54e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.55e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.56e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.57e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.58e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.59e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.6e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.61e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.62e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.63e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.64e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.65e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.66e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.67e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.68e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.69e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.7e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.71e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.72e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.73e-10
2023-05-08 13:12:49 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.74e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.75e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.76e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.77e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.78e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.79e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.8e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.81e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.82e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.83e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.84e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.85e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.86e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.87e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.88e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.89e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.9e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.91e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.92e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.93e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.94e-10
2023-05-08 13:12:50 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.95e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.96e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.97e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.98e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=3.99e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.01e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.02e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.03e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.04e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.05e-10
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2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.07e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.08e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.09e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.1e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.11e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.12e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.13e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.14e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.15e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.16e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.17e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.18e-10
2023-05-08 13:12:51 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.19e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.2e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.21e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.22e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.23e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.24e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.25e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.26e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.27e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.28e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.29e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.3e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.31e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.32e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.33e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.34e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.35e-10
2023-05-08 13:12:52 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.36e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.37e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.38e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.39e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.4e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.41e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.42e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.43e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.44e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.45e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.46e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.47e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.48e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.49e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.5e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.51e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.52e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.53e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.54e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.55e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.56e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.57e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.58e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.59e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.6e-10
2023-05-08 13:12:53 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.61e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.62e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.63e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.64e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.65e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.66e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.67e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.68e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.69e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.7e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.71e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.72e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.73e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.74e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.75e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.76e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.77e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.78e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.79e-10
2023-05-08 13:12:54 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.8e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.81e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.82e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.83e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.84e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.85e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.86e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.87e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.88e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.89e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.9e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.91e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.92e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.93e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.94e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.95e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.96e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.97e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.98e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=4.99e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=5e-10
2023-05-08 13:12:55 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.01e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.02e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.03e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.04e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.05e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.06e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.07e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.08e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.09e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.1e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.11e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.12e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.13e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.14e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.15e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.16e-10
2023-05-08 13:12:56 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.17e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.18e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.19e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.2e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.21e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.22e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.23e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.24e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.25e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.26e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.27e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.28e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.29e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.3e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.31e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.32e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.33e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.34e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.35e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.36e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.37e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.38e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.39e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.4e-10
2023-05-08 13:12:57 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.41e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.42e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.43e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.44e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.45e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.46e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.47e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.48e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.49e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.5e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.51e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.52e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.53e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.54e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.55e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.56e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.57e-10
2023-05-08 13:12:58 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.58e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.59e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.6e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.61e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.62e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.63e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.64e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.65e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.66e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.67e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.68e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.69e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.7e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.71e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.72e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.73e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.74e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.75e-10
2023-05-08 13:12:59 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.76e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.77e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.78e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.79e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.8e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.81e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.82e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.83e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.84e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.85e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.86e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.87e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.88e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.89e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.9e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.91e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.92e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.93e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.94e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.95e-10
2023-05-08 13:13:00 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.96e-10
2023-05-08 13:13:01 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.97e-10
2023-05-08 13:13:01 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.98e-10
2023-05-08 13:13:01 magnum.np:INFO [LLG] step: dt= 1e-12 t=5.99e-10
2023-05-08 13:13:01 magnum.np:INFO [LLG] step: dt= 1e-12 t=6e-10
2023-05-08 13:13:01 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.01e-10
2023-05-08 13:13:01 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.02e-10
2023-05-08 13:13:01 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.03e-10
2023-05-08 13:13:01 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.04e-10
2023-05-08 13:13:01 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.05e-10
2023-05-08 13:13:01 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.06e-10
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2023-05-08 13:13:04 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.49e-10
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2023-05-08 13:13:04 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.51e-10
2023-05-08 13:13:04 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.52e-10
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2023-05-08 13:13:04 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.54e-10
2023-05-08 13:13:04 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.55e-10
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2023-05-08 13:13:04 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.57e-10
2023-05-08 13:13:04 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.58e-10
2023-05-08 13:13:04 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.59e-10
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2023-05-08 13:13:05 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.77e-10
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2023-05-08 13:13:05 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.81e-10
2023-05-08 13:13:05 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.82e-10
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2023-05-08 13:13:06 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.84e-10
2023-05-08 13:13:06 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.85e-10
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2023-05-08 13:13:06 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.87e-10
2023-05-08 13:13:06 magnum.np:INFO [LLG] step: dt= 1e-12 t=6.88e-10
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2023-05-08 13:13:06 magnum.np:INFO [LLG] step: dt= 1e-12 t=7e-10
2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.01e-10
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2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.08e-10
2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.09e-10
2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.1e-10
2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.11e-10
2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.12e-10
2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.13e-10
2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.14e-10
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2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.16e-10
2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.17e-10
2023-05-08 13:13:07 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.18e-10
2023-05-08 13:13:08 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.19e-10
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2023-05-08 13:13:08 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.21e-10
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2023-05-08 13:13:08 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.23e-10
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2023-05-08 13:13:11 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.65e-10
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2023-05-08 13:13:12 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.82e-10
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2023-05-08 13:13:13 magnum.np:INFO [LLG] step: dt= 1e-12 t=7.99e-10
2023-05-08 13:13:13 magnum.np:INFO [LLG] step: dt= 1e-12 t=8e-10
2023-05-08 13:13:13 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.01e-10
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2023-05-08 13:13:13 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.09e-10
2023-05-08 13:13:13 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.1e-10
2023-05-08 13:13:13 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.11e-10
2023-05-08 13:13:13 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.12e-10
2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.13e-10
2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.14e-10
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2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.17e-10
2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.18e-10
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2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.2e-10
2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.21e-10
2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.22e-10
2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.23e-10
2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.24e-10
2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.25e-10
2023-05-08 13:13:14 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.26e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.27e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.28e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.29e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.3e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.31e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.32e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.33e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.34e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.35e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.36e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.37e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.38e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.39e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.4e-10
2023-05-08 13:13:15 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.41e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.42e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.43e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.44e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.45e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.46e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.47e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.48e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.49e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.5e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.51e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.52e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.53e-10
2023-05-08 13:13:16 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.54e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.55e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.56e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.57e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.58e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.59e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.6e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.61e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.62e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.63e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.64e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.65e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.66e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.67e-10
2023-05-08 13:13:17 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.68e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.69e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.7e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.71e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.72e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.73e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.74e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.75e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.76e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.77e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.78e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.79e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.8e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.81e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.82e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.83e-10
2023-05-08 13:13:18 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.84e-10
2023-05-08 13:13:19 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.85e-10
2023-05-08 13:13:19 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.86e-10
2023-05-08 13:13:19 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.87e-10
2023-05-08 13:13:19 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.88e-10
2023-05-08 13:13:19 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.89e-10
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2023-05-08 13:13:19 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.92e-10
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2023-05-08 13:13:19 magnum.np:INFO [LLG] step: dt= 1e-12 t=8.99e-10
2023-05-08 13:13:20 magnum.np:INFO [LLG] step: dt= 1e-12 t=9e-10
2023-05-08 13:13:20 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.01e-10
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2023-05-08 13:13:21 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.14e-10
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2023-05-08 13:13:21 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.16e-10
2023-05-08 13:13:21 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.17e-10
2023-05-08 13:13:21 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.18e-10
2023-05-08 13:13:21 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.19e-10
2023-05-08 13:13:21 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.2e-10
2023-05-08 13:13:21 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.21e-10
2023-05-08 13:13:21 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.22e-10
2023-05-08 13:13:21 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.23e-10
2023-05-08 13:13:22 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.24e-10
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2023-05-08 13:13:23 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.45e-10
2023-05-08 13:13:23 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.46e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.47e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.48e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.49e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.5e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.51e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.52e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.53e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.54e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.55e-10
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2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.57e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.58e-10
2023-05-08 13:13:24 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.59e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.6e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.61e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.62e-10
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2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.64e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.65e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.66e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.67e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.68e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.69e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.7e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.71e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.72e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.73e-10
2023-05-08 13:13:25 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.74e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.75e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.76e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.77e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.78e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.79e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.8e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.81e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.82e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.83e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.84e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.85e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.86e-10
2023-05-08 13:13:26 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.87e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.88e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.89e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.9e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.91e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.92e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.93e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.94e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.95e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.96e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.97e-10
2023-05-08 13:13:27 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.98e-10
2023-05-08 13:13:28 magnum.np:INFO [LLG] step: dt= 1e-12 t=9.99e-10
2023-05-08 13:13:28 magnum.np:INFO [LLG] step: dt= 1e-12 t=1e-09
2023-05-08 13:13:28 magnum.np:WARNING Too much time missing (52%). Add some Timers for more complete timing!
=======================================================================================
TIMER REPORT
=======================================================================================
Operation No of calls Avg time [ms] Total time [s]
------------------------------------- ------------- --------------- ----------------
LLGSolver.relax 1 20923.3 20.9233
ExchangeField.h 38 548.573 20.8458
UniaxialAnisotropyField.h 38 0.626914 0.0238227
SpinOrbitTorque.h 84 0.728035 0.061155
LLGSolver.step 83 40.5836 3.36844
ExchangeField.h 1021 0.606773 0.619515
LLGSolver.relax 4 91.892 0.367568
ExchangeField.h 152 0.976127 0.148371
UniaxialAnisotropyField.h 152 0.360722 0.0548297
SpinOrbitTorque.h 4000 0.601849 2.4074
LLGSolver.step 4000 20.3233 81.2933
ExchangeField.h 48072 0.266975 12.834
SpinOrbitTorque.h 48072 0.346643 16.6638
UniaxialAnisotropyField.h 48072 0.202435 9.73146
SpinOrbitTorque.h 1021 0.676964 0.691181
UniaxialAnisotropyField.h 1021 0.37927 0.387235
------------------------------------- ------------- --------------- ----------------
Total 50.7543
Missing 26.4015
=======================================================================================
Plot Results:
[13]:
from os import path
if not path.isdir("ref"):
!mkdir ref
!wget -P ref https://gitlab.com/magnum.np/magnum.np/raw/main/demos/sot/ref/ref_magnumaf.dat
!wget -P ref https://gitlab.com/nmagnum.np/magnum.np/raw/main/demos/sot/ref/ref_magnumnp.dat
[14]:
import matplotlib.pyplot as plt
import numpy as np
data = np.loadtxt("data/log.dat")
ref_np = np.loadtxt("ref/ref_magnumnp.dat")
ref_af = np.loadtxt("ref/ref_magnumaf.dat")
fig, ax = plt.subplots(figsize=(10,5))
cycle = plt.rcParams['axes.prop_cycle'].by_key()['color']
ax.plot(data[:,1], data[:,2], '-', color = cycle[2], label = "magnum.np")
ax.plot(ref_np[:,1], ref_np[:,2], '-', color = cycle[2], linewidth = 6, alpha = 0.4, label = "reference magnum.np")
ax.plot(ref_af[:,1], ref_af[:,2], '--', color = cycle[2], linewidth = 1, alpha = 0.8, label = "reference magnum.af")
#ax.set_xlim([4.82,5.0])
#ax.set_ylim([0.99994,1.0])
ax.set_title("Spin Orbit Torque")
ax.set_xlabel("Magnetization $m_x$")
ax.set_ylabel("Magnetization $m_y$")
ax.legend(ncol=3)
ax.grid()
fig.savefig("data/results.png")
