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lines changed Original file line number Diff line number Diff line change 1+ {
2+ "train" : [
3+ {
4+ "machine" : {
5+ "machine_type" : " slurm" ,
6+ "hostname" : " 210.34.15.205" ,
7+ "port" : 22 ,
8+ "username" : " ybzhuang" ,
9+ "work_path" : " /home/ybzhuang/workdir"
10+ },
11+ "resources" : {
12+ "numb_gpu" : 1 ,
13+ "numb_node" : 1 ,
14+ "task_per_node" : 1 ,
15+ "partition" : " gpu" ,
16+ "job_name" : " train" ,
17+ "qos" :" emergency" ,
18+ "exclude_list" : [],
19+ "source_list" : [
20+ ],
21+ "module_list" : [
22+ " deepmd/1.2"
23+ ],
24+ "time_limit" : " 96:0:0" ,
25+ "submit_wait_time" : 60
26+ },
27+ "python_path" : " /share/apps/deepmd/compress/bin/python3.8"
28+ }
29+ ],
30+ "model_devi" : [
31+ {
32+ "machine" : {
33+ "machine_type" : " slurm" ,
34+ "hostname" : " 210.34.15.205" ,
35+ "port" : 22 ,
36+ "username" : " ybzhuang" ,
37+ "work_path" : " /home/ybzhuang/workdir"
38+ },
39+ "resources" : {
40+ "numb_gpu" : 1 ,
41+ "numb_node" : 1 ,
42+ "task_per_node" : 1 ,
43+ "partition" : " gpu" ,
44+ "job_name" : " md" ,
45+ "qos" :" emergency" ,
46+ "exclude_list" : [],
47+ "source_list" : [
48+ ],
49+ "module_list" : [
50+ " deepmd/1.2"
51+ ],
52+ "time_limit" : " 96:0:0" ,
53+ "submit_wait_time" : 60
54+ },
55+ "command" : " lmp_mpi" ,
56+ "group_size" : 5
57+ }
58+ ],
59+ "fp" : [
60+ {
61+ "machine" : {
62+ "machine_type" : " lsf" ,
63+ "hostname" : " localhost" ,
64+ "port" : 6666 ,
65+ "username" : " ybzhuang" ,
66+ "work_path" : " /data/ybzhuang/methane-dpgen/dpgen-tutorial-2020-08-23/dpgen-tutorial-mathane/workpath"
67+ },
68+ "resources" : {
69+ "cvasp" : false ,
70+ "task_per_node" : 32 ,
71+ "numb_node" : 1 ,
72+ "node_cpu" : 32 ,
73+ "exclude_list" : [],
74+ "with_mpi" : true ,
75+ "source_list" : [
76+ ],
77+ "module_list" : [
78+ " intel/17.5.239" ,
79+ " mpi/intel/2017.5.239" ,
80+ " gcc/5.5.0" ,
81+ " cp2k/7.1"
82+ ],
83+ "time_limit" : " 12:00:00" ,
84+ "partition" : " 53-medium" ,
85+ "_comment" : " that's Bel"
86+ },
87+ "command" : " cp2k.popt -i input.inp" ,
88+ "group_size" : 50
89+ }
90+ ]
91+ }
Original file line number Diff line number Diff line change 1+ {
2+ "type_map" : [
3+ " H" ,
4+ " C"
5+ ],
6+ "mass_map" : [
7+ 1 ,
8+ 12
9+ ],
10+ "init_data_prefix" : " /data/ybzhuang/methane-dpgen/dpgen-tutorial-2020-08-23/dpgen-tutorial-mathane/data" ,
11+ "init_data_sys" : [
12+ " deepmd"
13+ ],
14+ "init_batch_size" : [
15+ 8
16+ ],
17+ "sys_configs" : [
18+ [" /data/ybzhuang/methane-dpgen/dpgen-tutorial-2020-08-23/dpgen-tutorial-mathane/data/CH4.POSCAR.01x01x01/01.scale_pert/sys-0004-0001/scale-1.000/00000*/POSCAR" ],
19+ [" /data/ybzhuang/methane-dpgen/dpgen-tutorial-2020-08-23/dpgen-tutorial-mathane/data/CH4.POSCAR.01x01x01/01.scale_pert/sys-0004-0001/scale-1.000/00000*/POSCAR" ]
20+ ],
21+ "sys_batch_size" : [
22+ 8 ,
23+ 8 ,
24+ 8 ,
25+ 8
26+ ],
27+ "_comment" : " that's all " ,
28+ "numb_models" : 4 ,
29+ "train_param" : " input.json" ,
30+ "default_training_param" : {
31+ "model" : {
32+ "descriptor" : {
33+ "type" : " se_a" ,
34+ "sel" : [
35+ 16 ,
36+ 4
37+ ],
38+ "rcut_smth" : 0.5 ,
39+ "rcut" : 5.0 ,
40+ "_comment" : " modify according your system" ,
41+ "neuron" : [
42+ 10 ,
43+ 20 ,
44+ 40
45+ ],
46+ "resnet_dt" : false ,
47+ "axis_neuron" : 12 ,
48+ "seed" : 1
49+ },
50+ "fitting_net" : {
51+ "n_neuron" : [
52+ 120 ,
53+ 120 ,
54+ 120
55+ ],
56+ "resnet_dt" : true ,
57+ "seed" : 1
58+ }},
59+ "learning_rate" : {
60+ "type" : " exp" ,
61+ "start_lr" : 0.001 ,
62+ "decay_steps" : 100 ,
63+ "_comment" : " nope" ,
64+ "decay_rate" : 0.95
65+ },
66+ "loss" : {
67+ "start_pref_e" : 0.02 ,
68+ "limit_pref_e" : 2 ,
69+ "start_pref_f" : 1000 ,
70+ "limit_pref_f" : 1 ,
71+ "start_pref_v" : 0.0 ,
72+ "limit_pref_v" : 0.0
73+ },
74+ "training" : {
75+ "systems" : [ ],
76+ "set_prefix" : " set" ,
77+ "stop_batch" : 2000 ,
78+ "batch_size" : 1 ,
79+ "seed" : 1 ,
80+ "disp_file" : " lcurve.out" ,
81+ "disp_freq" : 1000 ,
82+ "numb_test" : 4 ,
83+ "save_freq" : 1000 ,
84+ "save_ckpt" : " model.ckpt" ,
85+ "load_ckpt" : " model.ckpt" ,
86+ "disp_training" : true ,
87+ "time_training" : true ,
88+ "profiling" : false ,
89+ "profiling_file" : " timeline.json"
90+ }
91+ },
92+ "model_devi_dt" : 0.002 ,
93+ "model_devi_skip" : 0 ,
94+ "model_devi_f_trust_lo" : 0.05 ,
95+ "model_devi_f_trust_hi" : 0.15 ,
96+ "model_devi_clean_traj" : true ,
97+ "model_devi_jobs" : [
98+ {
99+ "sys_idx" : [
100+ 0
101+ ],
102+ "temps" : [
103+ 100
104+ ],
105+ "press" : [
106+ 1
107+ ],
108+ "trj_freq" : 10 ,
109+ "nsteps" : 300 ,
110+ "ensemble" : " nvt" ,
111+ "_idx" : " 00"
112+ },
113+ {
114+ "sys_idx" : [
115+ 1
116+ ],
117+ "temps" : [
118+ 100
119+ ],
120+ "press" : [
121+ 1
122+ ],
123+ "trj_freq" : 10 ,
124+ "nsteps" : 3000 ,
125+ "ensemble" : " nvt" ,
126+ "_idx" : " 01"
127+ }
128+
129+ ],
130+ "fp_style" : " cp2k" ,
131+ "shuffle_poscar" : false ,
132+ "fp_task_max" : 20 ,
133+ "fp_task_min" : 5 ,
134+ "fp_pp_path" : " ." ,
135+ "fp_pp_files" : [],
136+ "external_input_path" : " /data/ybzhuang/methane-dpgen/dpgen-tutorial-2020-08-23/dpgen-tutorial-mathane/cp2k_dpgen/template.inp"
137+ }
Original file line number Diff line number Diff line change 1+ #Basis setting
2+ @SET SCALE_FACTOR 1.000
3+ @SET NREPA 1
4+ @SET NREPB 1
5+ @SET NREPC 1
6+ @SET CELL_A 10
7+ @SET CELL_B 10
8+ @SET CELL_C 10
9+ @SET ANGLE_A 90.0
10+ @SET ANGLE_B 90.0
11+ @SET ANGLE_C 90.0
12+ @SET COORDFILE coord.xyz
13+ @SET CUTOFF 400
14+ @SET JOBNAME DPGEN
15+
16+
17+ &FORCE_EVAL
18+ METHOD QS
19+ STRESS_TENSOR ANALYTICAL
20+ &PRINT
21+ &FORCES ON
22+ &END FORCES
23+ &STRESS_TENSOR ON
24+ &END STRESS_TENSOR
25+ &END PRINT
26+
27+ &DFT
28+ BASIS_SET_FILE_NAME BASIS_MOLOPT
29+ POTENTIAL_FILE_NAME GTH_POTENTIALS
30+ &MGRID
31+ CUTOFF ${CUTOFF}
32+ REL_CUTOFF 60
33+ &END MGRID
34+ &QS
35+ EPS_DEFAULT 1.0E-13
36+ &END QS
37+ &SCF
38+ SCF_GUESS RESTART
39+ EPS_SCF 3.0E-7
40+ MAX_SCF 50
41+ &OUTER_SCF
42+ EPS_SCF 3.0E-7
43+ MAX_SCF 15
44+ &END OUTER_SCF
45+ &OT
46+ MINIMIZER DIIS
47+ PRECONDITIONER FULL_SINGLE_INVERSE
48+ &END OT
49+ &END SCF
50+ &XC
51+ ########## This part is PBE ##########
52+ &XC_FUNCTIONAL PBE
53+ &END XC_FUNCTIONAL
54+ ########## This part is PBE ##########
55+ &END XC
56+ ########## This part controls the print information ##########
57+ &END DFT
58+ &SUBSYS
59+ &CELL
60+ ABC [angstrom] ${CELL_A}*${SCALE_FACTOR} ${CELL_B}*${SCALE_FACTOR} ${CELL_C}*${SCALE_FACTOR}
61+ ALPHA_BETA_GAMMA ${ANGLE_A} ${ANGLE_B} ${ANGLE_C}
62+ MULTIPLE_UNIT_CELL ${NREPA} ${NREPB} ${NREPC}
63+ &END CELL
64+ &TOPOLOGY
65+ MULTIPLE_UNIT_CELL ${NREPA} ${NREPB} ${NREPC}
66+ &END TOPOLOGY
67+ &COORD
68+ @include ${COORDFILE}
69+ &END COORD
70+ &KIND H
71+ BASIS_SET DZVP-MOLOPT-SR-GTH
72+ POTENTIAL GTH-PBE-q1
73+ &END KIND
74+ &KIND C
75+ BASIS_SET DZVP-MOLOPT-SR-GTH
76+ POTENTIAL GTH-PBE-q4
77+ &END KIND
78+ &END SUBSYS
79+ &END FORCE_EVAL
80+
81+ &GLOBAL
82+ PROJECT ${JOBNAME}
83+ &END GLOBAL
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