======================================================================================================= Solid and Liquid in Ultra Small Coexistence with Hovering Interfaces (SLUSCHI) Developed and maintained by Qi-Jun Hong, with early research support from Axel van de Walle (2014-2020) ======================================================================================================= Generating solid with radius = 11 *** Generate a supercell from the current unitcell *** The supercell is: 0.0000000000000000 0.0000000000000000 -10.569342870000000 0.0000000000000000 10.569345869999999 0.0000000000000000 10.568803800000001 0.0000000000000000 0.0000000000000000 |a|,|b|,|c|,theta(bc),theta(ac),theta(ab): 10.569 10.569 10.569 90.000 90.000 90.000 In UNIT-cell, number of atoms: 1 3 total: 4 Inverse Matrix is: 0.0000000000000000 -0.0000000000000000 9.4618087242758733E-002 0.0000000000000000 9.4613234565291054E-002 -0.0000000000000000 -9.4613261420291125E-002 0.0000000000000000 0.0000000000000000 In SUPER-cell, number of atoms: 27 81 total: 108 POSCAR_STRCT atoms = 108 Accepted radius = 11 with 108 atoms ==================================================================================================== /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps ['Al', 'Ni'] elements: ['Al', 'Ni'] counts: [27, 81] solid atom IDs: 1:108 liquid atom IDs: 109:216 Original Tm = 1000.0 New temp = 500 New temp_end = 2000 500, 2000, 1 Adaptive temp step = 500 500 Start running job (temp, id) 500 1000 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using closest available scale or default: 1.0 ============================== Iteration 1 Current scale = 1.0 Pressure = 13740.561980 New scale = 1.01 ============================== Iteration 2 Current scale = 1.01 Pressure = -30945.612100 Step reduced to 0.005 New scale = 1.0050000000000001 ============================== Iteration 3 Current scale = 1.0050000000000001 Pressure = -8947.131670 New scale = 1.0000000000000002 ============================== Iteration 4 Current scale = 1.0000000000000002 Pressure = 13740.558470 Step reduced to 0.0025 New scale = 1.0025000000000002 ============================== Iteration 5 Current scale = 1.0025000000000002 Pressure = 2407.367281 Converged! Now running full trajectory... Completed! ============================== 1000 Start running job (temp, id) 1000 1000 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using closest available scale or default: 1.0025000000000002 ============================== Iteration 1 Current scale = 1.0025000000000002 Pressure = 47346.102600 New scale = 1.0125000000000002 ============================== Iteration 2 Current scale = 1.0125000000000002 Pressure = 1400.818835 Converged! Now running full trajectory... Completed! ============================== 1500 Start running job (temp, id) 1500 1000 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using closest available scale or default: 1.0125000000000002 ============================== Iteration 1 Current scale = 1.0125000000000002 Pressure = 71783.973200 New scale = 1.0225000000000002 ============================== Iteration 2 Current scale = 1.0225000000000002 Pressure = 31462.627600 New scale = 1.0325000000000002 ============================== Iteration 3 Current scale = 1.0325000000000002 Pressure = -361.233645 Converged! Now running full trajectory... Completed! ============================== 2000 Start running job (temp, id) 2000 1000 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using closest available scale or default: 1.0325000000000002 ============================== Iteration 1 Current scale = 1.0325000000000002 Pressure = 32130.288100 New scale = 1.0425000000000002 ============================== Iteration 2 Current scale = 1.0425000000000002 Pressure = 4339.652430 Converged! Now running full trajectory... Completed! ============================== 500, 500, 1 Adaptive temp step = 100 500 Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.out Collected 4 folders Wrote phase_pred.csv Label counts: solid = 3 liquid = 1 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 1000 | 1 | 0 | 1 1500 | 1 | 0 | 1 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 1514.74 K Uncertainty = 7266.37 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 1514.7393730000001 7237.9207054509270 500 1 0 1 1000 1 0 1 1500 1 0 1 2000 0 1 1 === Find next job to run === next job: 1 MD duplicate(s) at 1750.0000000000000 K 1750, 1750, 1 Adaptive temp step = 100 1750 Start running job (temp, id) 1750 1000 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using closest available scale or default: 1.0425000000000002 ============================== Iteration 1 Current scale = 1.0425000000000002 Pressure = -16613.730790 Step reduced to 0.005 New scale = 1.0375000000000003 ============================== Iteration 2 Current scale = 1.0375000000000003 Pressure = -8438.111578 New scale = 1.0325000000000004 ============================== Iteration 3 Current scale = 1.0325000000000004 Pressure = 10967.007080 Step reduced to 0.0025 New scale = 1.0350000000000004 ============================== Iteration 4 Current scale = 1.0350000000000004 Pressure = -4448.194187 Converged! Now running full trajectory... Completed! ============================== Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.out Collected 5 folders Wrote phase_pred.csv Label counts: solid = 4 liquid = 1 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 1000 | 1 | 0 | 1 1500 | 1 | 0 | 1 1750 | 1 | 0 | 1 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 1771.86 K Uncertainty = 6957.68 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 1771.8571099999999 6970.7744514543956 500 1 0 1 1000 1 0 1 1500 1 0 1 1750 1 0 1 2000 0 1 1 === Find next job to run === next job: 1 MD duplicate(s) at 1875.0000000000000 K 1875, 1875, 1 Adaptive temp step = 100 1875 Start running job (temp, id) 1875 1000 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using closest available scale or default: 1.0425000000000002 ============================== Iteration 1 Current scale = 1.0425000000000002 Pressure = -5460.314010 Step reduced to 0.005 New scale = 1.0375000000000003 ============================== Iteration 2 Current scale = 1.0375000000000003 Pressure = 11755.145370 Step reduced to 0.0025 New scale = 1.0400000000000003 ============================== Iteration 3 Current scale = 1.0400000000000003 Pressure = 2510.107372 Converged! Now running full trajectory... Completed! ============================== Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.out Collected 6 folders Wrote phase_pred.csv Label counts: solid = 4 liquid = 2 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 1000 | 1 | 0 | 1 1500 | 1 | 0 | 1 1750 | 1 | 0 | 1 1875 | 0 | 1 | 1 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 1793.55 K Uncertainty = 6979.46 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 1793.5516874999998 6996.1124691896193 500 1 0 1 1000 1 0 1 1500 1 0 1 1750 1 0 1 1875 0 1 1 2000 0 1 1 === Find next job to run === next job: 4 MD duplicate(s) at 1750.0000000000000 K next job: 4 MD duplicate(s) at 1875.0000000000000 K 1750, 1750, 4 Adaptive temp step = 100 1750 Start running job (temp, id) 1750 1100 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using scale from current temperature folder: 1.0350000000000004 ============================== Iteration 1 Current scale = 1.0350000000000004 Pressure = 4377.358960 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 1750 1200 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using scale from current temperature folder: 1.0350000000000004 ============================== Iteration 1 Current scale = 1.0350000000000004 Pressure = 6682.719540 New scale = 1.0450000000000004 ============================== Iteration 2 Current scale = 1.0450000000000004 Pressure = -16689.448680 Step reduced to 0.005 New scale = 1.0400000000000005 ============================== Iteration 3 Current scale = 1.0400000000000005 Pressure = -2744.899493 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 1750 1300 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using scale from current temperature folder: 1.0400000000000005 ============================== Iteration 1 Current scale = 1.0400000000000005 Pressure = -6865.429850 Step reduced to 0.005 New scale = 1.0350000000000006 ============================== Iteration 2 Current scale = 1.0350000000000006 Pressure = 3434.473240 Converged! Now running full trajectory... Completed! ============================== 1875, 1875, 4 Adaptive temp step = 100 1875 Start running job (temp, id) 1875 1100 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using scale from current temperature folder: 1.0400000000000003 ============================== Iteration 1 Current scale = 1.0400000000000003 Pressure = -4786.360230 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 1875 1200 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using scale from current temperature folder: 1.0400000000000003 ============================== Iteration 1 Current scale = 1.0400000000000003 Pressure = -1411.438940 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 1875 1300 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using scale from current temperature folder: 1.0400000000000003 ============================== Iteration 1 Current scale = 1.0400000000000003 Pressure = 4991.808500 Converged! Now running full trajectory... Completed! ============================== Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.out Collected 12 folders Wrote phase_pred.csv Label counts: solid = 6 liquid = 6 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 1000 | 1 | 0 | 1 1500 | 1 | 0 | 1 1750 | 3 | 1 | 4 1875 | 0 | 4 | 4 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 1758.76 K Uncertainty = 136.30 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 1758.2167623413270 136.04620457712946 500 1 0 1 1000 1 0 1 1500 1 0 1 1750 3 1 4 1875 0 4 4 2000 0 1 1 === Find next job to run === next job: 1 MD duplicate(s) at 1625.0000000000000 K next job: 4 MD duplicate(s) at 1750.0000000000000 K next job: 4 MD duplicate(s) at 1875.0000000000000 K next job: 1 MD duplicate(s) at 1625.0000000000000 K 1625, 1625, 1 Adaptive temp step = 100 1625 Start running job (temp, id) 1625 1000 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using closest available scale or default: 1.0325000000000002 ============================== Iteration 1 Current scale = 1.0325000000000002 Pressure = 4729.629928 Converged! Now running full trajectory... Completed! ============================== 1750, 1750, 4 Adaptive temp step = 100 1750 1875, 1875, 4 Adaptive temp step = 100 1875 1625, 1625, 1 Adaptive temp step = 100 1625 Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.out Collected 13 folders Wrote phase_pred.csv Label counts: solid = 7 liquid = 6 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 1000 | 1 | 0 | 1 1500 | 1 | 0 | 1 1625 | 1 | 0 | 1 1750 | 3 | 1 | 4 1875 | 0 | 4 | 4 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 1769.15 K Uncertainty = 62.47 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 1769.4226774606716 62.315531245145870 500 1 0 1 1000 1 0 1 1500 1 0 1 1625 1 0 1 1750 3 1 4 1875 0 4 4 2000 0 1 1 === Find next job to run === next job: 4 MD duplicate(s) at 1625.0000000000000 K next job: 4 MD duplicate(s) at 1750.0000000000000 K next job: 4 MD duplicate(s) at 1750.0000000000000 K next job: 4 MD duplicate(s) at 1875.0000000000000 K next job: 4 MD duplicate(s) at 1625.0000000000000 K next job: 4 MD duplicate(s) at 1750.0000000000000 K 1625, 1625, 4 Adaptive temp step = 100 1625 Start running job (temp, id) 1625 1100 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using scale from current temperature folder: 1.0325000000000002 ============================== Iteration 1 Current scale = 1.0325000000000002 Pressure = 7861.246530 New scale = 1.0425000000000002 ============================== Iteration 2 Current scale = 1.0425000000000002 Pressure = -14036.661080 Step reduced to 0.005 New scale = 1.0375000000000003 ============================== Iteration 3 Current scale = 1.0375000000000003 Pressure = -8141.421430 New scale = 1.0325000000000004 ============================== Iteration 4 Current scale = 1.0325000000000004 Pressure = 13012.019830 Step reduced to 0.0025 New scale = 1.0350000000000004 ============================== Iteration 5 Current scale = 1.0350000000000004 Pressure = -1155.498396 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 1625 1200 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using scale from current temperature folder: 1.0350000000000004 ============================== Iteration 1 Current scale = 1.0350000000000004 Pressure = 603.715352 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 1625 1300 ... DeepMD environment loaded CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib: Using scale from current temperature folder: 1.0350000000000004 ============================== Iteration 1 Current scale = 1.0350000000000004 Pressure = 2948.129355 Converged! Now running full trajectory... Completed! ============================== 1750, 1750, 4 Adaptive temp step = 100 1750 1750, 1750, 4 Adaptive temp step = 100 1750 1875, 1875, 4 Adaptive temp step = 100 1875 1625, 1625, 4 Adaptive temp step = 100 1625 1750, 1750, 4 Adaptive temp step = 100 1750 Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.out Collected 16 folders Wrote phase_pred.csv Label counts: solid = 10 liquid = 6 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 1000 | 1 | 0 | 1 1500 | 1 | 0 | 1 1625 | 4 | 0 | 4 1750 | 3 | 1 | 4 1875 | 0 | 4 | 4 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 1774.83 K Uncertainty = 35.01 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 1774.9421947880539 35.029174788582395 500 1 0 1 1000 1 0 1 1500 1 0 1 1625 4 0 4 1750 3 1 4 1875 0 4 4 2000 0 1 1 current fit 1 1774.9421947880539 35.029174788582395 possibilities: current fit 0 1774.9421947880539 35.029174788582395 possibilities: MP accuracy achieved. Stopping code... summary.out ====================================================================================================================================================== folder poteng [eV/atom] kineng [eV/atom] temp [K] volume [Ang^3/atom] press [bar] energy_slope energy_dir diffusion [cm^2/s] spg ------ ---------------- ---------------- ----------- ------------------- ------------- ------------ ---------- ------------------ ----------- 1000/1 -5.353049 0.128875 1001.658120 11.705622 -2163.661732 -0.00000024 down 4.350e-09 Pm (6) 1500/1 -5.253671 0.196504 1527.291230 11.853959 20092.861050 -0.00000585 down 2.400e-08 P1 (1) 1625/1 -5.226679 0.209255 1626.395420 11.969280 18272.803805 -0.00000643 down 2.730e-08 P1 (1) 1625/2 -5.215669 0.211033 1640.216170 12.007596 16482.607355 -0.00000916 down 5.720e-08 P1 (1) 1625/3 -5.180848 0.214189 1664.742590 12.455112 -23759.995000 -0.00001754 down 8.480e-07 P1 (1) 1625/4 -5.207674 0.206836 1607.594245 11.976704 21351.173100 -0.00000491 down 1.920e-08 1750/1 -5.165116 0.223594 1737.845340 12.372990 -7430.789270 -0.00001529 down 1.290e-08 P1 (1) 1750/2 -5.186436 0.228841 1778.627325 12.208606 4506.570608 -0.00001366 down 9.380e-08 P1 (1) 1750/3 -5.166787 0.226504 1760.458620 12.386956 -10640.916965 -0.00001628 down 9.270e-08 P1 (1) 1750/4 -5.049567 0.220239 1711.766540 12.734103 4716.695762 0.00000616 up 1.660e-05 P1 (1) 1875/1 -4.953974 0.238163 1851.076680 13.231752 -5944.336975 0.00000613 up 5.980e-05 P1 (1) 1875/2 -5.036643 0.240690 1870.722030 12.837301 -713.668389 0.00000331 up 1.600e-05 P1 (1) 1875/3 -4.967327 0.240439 1868.768470 13.151451 -3140.741106 0.00000992 up 2.190e-05 P1 (1) 1875/4 -5.020558 0.239274 1859.715830 12.877855 2204.472067 0.00000613 up 2.140e-05 P1 (1) 2000/1 -4.933885 0.258172 2006.593525 13.376374 -10631.971335 0.00000611 up 3.270e-05 P1 (1) 500/1 -5.430734 0.065782 511.278374 11.434616 -971.337093 -0.00000034 down 1.110e-09 Pm-3m (221) ====================================================================================================================================================== Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/summary.out Collected 16 folders Wrote phase_pred.csv Label counts: solid = 10 liquid = 6 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 1000 | 1 | 0 | 1 1500 | 1 | 0 | 1 1625 | 4 | 0 | 4 1750 | 3 | 1 | 4 1875 | 0 | 4 | 4 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 1774.63 K Uncertainty = 34.86 K ==================================== Wrote /data/qhong7/qhong7/sluschi_auto/bace1e21-e62f-482c-be35-7236ba8a432e/AlNi3/Dir_lammps/cost_table.out Collected 52 log files ==================================== Computational cost summary: Number of trajectories (temp/id) = 16 Total log files (incl. subruns) = 52 Total wall time = 11:41:27 Total seconds = 42087 Total GPU hours = 11.69 ==================================== === PBE correction === N rows with PBE energy = 12 MT_LMP = 1774.6337332182334 STD_LMP = 34.85727333014326 SOLID (PBE present only): lammps_poteng_eV_per_atom = -5.20287923 PBE_energy_eV_per_atom = -5.22335097 LIQUID (PBE present only): lammps_poteng_eV_per_atom = -5.00031981 PBE_energy_eV_per_atom = -5.03039532 DH_LMP_raw_PBE = 0.20255942 eV/atom DH_LMP_PBE = 0.15562460 eV/atom DH_PBE = 0.14602084 eV/atom Cp_solid_PBE = 1.94758113e-04 eV/atom/K Cp_liquid_PBE = 3.52814815e-04 eV/atom/K Cp_avg_PBE = 2.73786464e-04 eV/atom/K DeltaT_PBE = 171.43 K DH_raw_PBE = 0.19295566 eV/atom MT_PBE = 1665.11919605 K