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lammps/examples/mliap/log.03Mar24.mliap.pytorch.ace.NN.g++.4
2024-03-11 13:34:29 -06:00

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LAMMPS (21 Nov 2023 - Development - e94d89ee3c-modified)
OMP_NUM_THREADS environment is not set. Defaulting to 1 thread. (src/comm.cpp:98)
using 1 OpenMP thread(s) per MPI task
# Demonstrate MLIAP/PyTorch interface to linear ACE potential
# Initialize simulation
variable nsteps index 100
variable nrep equal 4
variable a equal 3.316
units metal
# generate the box and atom positions using a BCC lattice
variable nx equal ${nrep}
variable nx equal 4
variable ny equal ${nrep}
variable ny equal 4
variable nz equal ${nrep}
variable nz equal 4
boundary p p p
lattice bcc $a
lattice bcc 3.316
Lattice spacing in x,y,z = 3.316 3.316 3.316
region box block 0 ${nx} 0 ${ny} 0 ${nz}
region box block 0 4 0 ${ny} 0 ${nz}
region box block 0 4 0 4 0 ${nz}
region box block 0 4 0 4 0 4
create_box 1 box
Created orthogonal box = (0 0 0) to (13.264 13.264 13.264)
1 by 2 by 2 MPI processor grid
create_atoms 1 box
Created 128 atoms
using lattice units in orthogonal box = (0 0 0) to (13.264 13.264 13.264)
create_atoms CPU = 0.000 seconds
mass 1 180.88
# choose potential
pair_style mliap model mliappy ACE_NN_Pytorch.pt descriptor ace ccs_single_element.yace
Loading python model complete.
pair_coeff * * Ta
# Setup output
compute eatom all pe/atom
compute energy all reduce sum c_eatom
compute satom all stress/atom NULL
compute str all reduce sum c_satom[1] c_satom[2] c_satom[3]
variable press equal (c_str[1]+c_str[2]+c_str[3])/(3*vol)
thermo_style custom step temp epair c_energy etotal press v_press
thermo 10
thermo_modify norm yes
# Set up NVE run
timestep 0.5e-3
neighbor 1.0 bin
neigh_modify once no every 1 delay 0 check yes
# Run MD
velocity all create 300.0 4928459 loop geom
fix 1 all nve
# Uncomment dumps commands for visualization
#dump 0 all cfg 10 min.*.cfg mass type xs ys zs
#dump_modify 0 element Ta
run ${nsteps}
run 100
Neighbor list info ...
update: every = 1 steps, delay = 0 steps, check = yes
max neighbors/atom: 2000, page size: 100000
master list distance cutoff = 10.684
ghost atom cutoff = 10.684
binsize = 5.3419999, bins = 3 3 3
1 neighbor lists, perpetual/occasional/extra = 1 0 0
(1) pair mliap, perpetual
attributes: full, newton on
pair build: full/bin/atomonly
stencil: full/bin/3d
bin: standard
Per MPI rank memory allocation (min/avg/max) = 3029 | 3029 | 3029 Mbytes
Step Temp E_pair c_energy TotEng Press v_press
0 300 -10.799771 -10.799771 -10.761296 -124096.28 124096.28
10 297.05593 -10.799394 -10.799394 -10.761296 -124021.81 124021.81
20 293.90126 -10.798989 -10.798989 -10.761296 -123931.98 123931.98
30 290.75573 -10.798586 -10.798586 -10.761296 -123830.65 123830.65
40 287.87299 -10.798216 -10.798216 -10.761296 -123723.2 123723.2
50 285.52822 -10.797915 -10.797915 -10.761296 -123616.33 123616.33
60 283.89424 -10.806252 -10.806252 -10.769843 -123186.35 123186.35
70 283.0133 -10.814468 -10.814468 -10.778171 -122622.74 122622.74
80 283.82159 -10.850734 -10.850734 -10.814333 -121100.05 121100.05
90 285.70388 -10.87694 -10.87694 -10.840299 -119481.05 119481.05
100 289.39 -10.889368 -10.889368 -10.852253 -118417.49 118417.49
Loop time of 1.42477 on 4 procs for 100 steps with 128 atoms
Performance: 3.032 ns/day, 7.915 hours/ns, 70.187 timesteps/s, 8.984 katom-step/s
97.5% CPU use with 4 MPI tasks x 1 OpenMP threads
MPI task timing breakdown:
Section | min time | avg time | max time |%varavg| %total
---------------------------------------------------------------
Pair | 1.3575 | 1.3845 | 1.4057 | 1.7 | 97.17
Neigh | 0 | 0 | 0 | 0.0 | 0.00
Comm | 0.016517 | 0.03758 | 0.064384 | 10.0 | 2.64
Output | 0.0016464 | 0.0016915 | 0.0017802 | 0.1 | 0.12
Modify | 0.00010363 | 0.00011648 | 0.00012936 | 0.0 | 0.01
Other | | 0.0008911 | | | 0.06
Nlocal: 32 ave 32 max 32 min
Histogram: 4 0 0 0 0 0 0 0 0 0
Nghost: 1499 ave 1499 max 1499 min
Histogram: 4 0 0 0 0 0 0 0 0 0
Neighs: 0 ave 0 max 0 min
Histogram: 4 0 0 0 0 0 0 0 0 0
FullNghs: 9024 ave 9024 max 9024 min
Histogram: 4 0 0 0 0 0 0 0 0 0
Total # of neighbors = 36096
Ave neighs/atom = 282
Neighbor list builds = 0
Dangerous builds = 0
Total wall time: 0:00:03