======================================================================================================= 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: 6.5955439999999985 4.6637540000000000 -8.5678669999999997 -6.5955440000000038 9.3275079999999999 0.0000000000000000 6.5955439999999985 4.6637540000000000 8.5678629999999991 |a|,|b|,|c|,theta(bc),theta(ac),theta(ab): 11.775 11.424 11.775 90.000 93.372 90.000 In UNIT-cell, number of atoms: 1 total: 1 Inverse Matrix is: 5.0539160306292553E-002 -5.0539172103670808E-002 5.0539183901049056E-002 3.5736582109949004E-002 7.1473180903909875E-002 3.5736598793960926E-002 -5.8357595503663991E-002 0.0000000000000000 5.8357595503663991E-002 In SUPER-cell, number of atoms: 96 total: 96 POSCAR_STRCT atoms = 96 Accepted radius = 11 with 96 atoms ==================================================================================================== /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps ['Al'] elements: ['Al'] counts: [96] 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using closest available scale or default: 1.0 ============================== Iteration 1 Current scale = 1.0 Pressure = 21136.538500 New scale = 1.01 ============================== Iteration 2 Current scale = 1.01 Pressure = 1028.320591 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using closest available scale or default: 1.01 ============================== Iteration 1 Current scale = 1.01 Pressure = 41201.651500 New scale = 1.02 ============================== Iteration 2 Current scale = 1.02 Pressure = 23077.931700 New scale = 1.03 ============================== Iteration 3 Current scale = 1.03 Pressure = 8908.964261 New scale = 1.04 ============================== Iteration 4 Current scale = 1.04 Pressure = -6052.640465 Step reduced to 0.005 New scale = 1.0350000000000001 ============================== Iteration 5 Current scale = 1.0350000000000001 Pressure = 2003.725000 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using closest available scale or default: 1.0350000000000001 ============================== Iteration 1 Current scale = 1.0350000000000001 Pressure = 21231.097080 New scale = 1.0450000000000002 ============================== Iteration 2 Current scale = 1.0450000000000002 Pressure = 6321.056160 New scale = 1.0550000000000002 ============================== Iteration 3 Current scale = 1.0550000000000002 Pressure = -3610.144150 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using closest available scale or default: 1.0550000000000002 ============================== Iteration 1 Current scale = 1.0550000000000002 Pressure = 16054.999990 New scale = 1.0650000000000002 ============================== Iteration 2 Current scale = 1.0650000000000002 Pressure = 8595.591740 New scale = 1.0750000000000002 ============================== Iteration 3 Current scale = 1.0750000000000002 Pressure = -4206.632002 Converged! Now running full trajectory... Completed! ============================== 500, 500, 1 Adaptive temp step = 100 500 Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.out Collected 4 folders Wrote phase_pred.csv Label counts: solid = 1 liquid = 3 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 1000 | 0 | 1 | 1 1500 | 0 | 1 | 1 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 507.78 K Uncertainty = 8268.06 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 507.78007199999996 8270.5763976969938 500 1 0 1 1000 0 1 1 1500 0 1 1 2000 0 1 1 === Find next job to run === next job: 1 MD duplicate(s) at 750.00000000000000 K 750, 750, 1 Adaptive temp step = 100 750 Start running job (temp, id) 750 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using closest available scale or default: 1.01 ============================== Iteration 1 Current scale = 1.01 Pressure = 25018.488200 New scale = 1.02 ============================== Iteration 2 Current scale = 1.02 Pressure = 9388.304880 New scale = 1.03 ============================== Iteration 3 Current scale = 1.03 Pressure = -6506.588600 Step reduced to 0.005 New scale = 1.0250000000000001 ============================== Iteration 4 Current scale = 1.0250000000000001 Pressure = 990.951505 Converged! Now running full trajectory... Completed! ============================== Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.out Collected 5 folders Wrote phase_pred.csv Label counts: solid = 2 liquid = 3 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 750 | 1 | 0 | 1 1000 | 0 | 1 | 1 1500 | 0 | 1 | 1 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 759.09 K Uncertainty = 8259.10 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 759.09489150000002 8256.1487570069348 500 1 0 1 750 1 0 1 1000 0 1 1 1500 0 1 1 2000 0 1 1 === Find next job to run === next job: 1 MD duplicate(s) at 875.00000000000000 K 875, 875, 1 Adaptive temp step = 100 875 Start running job (temp, id) 875 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using closest available scale or default: 1.0250000000000001 ============================== Iteration 1 Current scale = 1.0250000000000001 Pressure = 8183.663440 New scale = 1.0350000000000001 ============================== Iteration 2 Current scale = 1.0350000000000001 Pressure = -5882.542074 Step reduced to 0.005 New scale = 1.0300000000000002 ============================== Iteration 3 Current scale = 1.0300000000000002 Pressure = -1486.194610 Converged! Now running full trajectory... Completed! ============================== Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.out Collected 6 folders Wrote phase_pred.csv Label counts: solid = 3 liquid = 3 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 750 | 1 | 0 | 1 875 | 1 | 0 | 1 1000 | 0 | 1 | 1 1500 | 0 | 1 | 1 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 896.41 K Uncertainty = 7542.71 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 896.40593000000001 7547.9329396238154 500 1 0 1 750 1 0 1 875 1 0 1 1000 0 1 1 1500 0 1 1 2000 0 1 1 === Find next job to run === next job: 4 MD duplicate(s) at 875.00000000000000 K next job: 4 MD duplicate(s) at 1000.0000000000000 K 875, 875, 4 Adaptive temp step = 100 875 Start running job (temp, id) 875 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using scale from current temperature folder: 1.0300000000000002 ============================== Iteration 1 Current scale = 1.0300000000000002 Pressure = 2051.883946 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 875 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using scale from current temperature folder: 1.0300000000000002 ============================== Iteration 1 Current scale = 1.0300000000000002 Pressure = -1257.950888 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 875 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using scale from current temperature folder: 1.0300000000000002 ============================== Iteration 1 Current scale = 1.0300000000000002 Pressure = 422.615252 Converged! Now running full trajectory... Completed! ============================== 1000, 1000, 4 Adaptive temp step = 100 1000 Start running job (temp, id) 1000 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using scale from current temperature folder: 1.0350000000000001 ============================== Iteration 1 Current scale = 1.0350000000000001 Pressure = -1335.225997 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 1000 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using scale from current temperature folder: 1.0350000000000001 ============================== Iteration 1 Current scale = 1.0350000000000001 Pressure = 228.143035 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 1000 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using scale from current temperature folder: 1.0350000000000001 ============================== Iteration 1 Current scale = 1.0350000000000001 Pressure = -2145.378000 Converged! Now running full trajectory... Completed! ============================== Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.out Collected 12 folders Wrote phase_pred.csv Label counts: solid = 4 liquid = 8 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 750 | 1 | 0 | 1 875 | 2 | 2 | 4 1000 | 0 | 4 | 4 1500 | 0 | 1 | 1 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 824.18 K Uncertainty = 149.20 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 823.99433359424393 149.68134630756035 500 1 0 1 750 1 0 1 875 2 2 4 1000 0 4 4 1500 0 1 1 2000 0 1 1 === Find next job to run === next job: 4 MD duplicate(s) at 750.00000000000000 K next job: 4 MD duplicate(s) at 875.00000000000000 K next job: 4 MD duplicate(s) at 875.00000000000000 K next job: 4 MD duplicate(s) at 1000.0000000000000 K next job: 4 MD duplicate(s) at 750.00000000000000 K next job: 4 MD duplicate(s) at 875.00000000000000 K 750, 750, 4 Adaptive temp step = 100 750 Start running job (temp, id) 750 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using scale from current temperature folder: 1.0250000000000001 ============================== Iteration 1 Current scale = 1.0250000000000001 Pressure = 1839.049095 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 750 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using scale from current temperature folder: 1.0250000000000001 ============================== Iteration 1 Current scale = 1.0250000000000001 Pressure = 2837.848061 Converged! Now running full trajectory... Completed! ============================== Start running job (temp, id) 750 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:/home/qhong7/anaconda3/envs/keras2_fixed/lib:/packages/apps/nvhpc/26.3-cuda-13.1/Linux_x86_64/26.3/cuda/13.1/lib64 Using scale from current temperature folder: 1.0250000000000001 ============================== Iteration 1 Current scale = 1.0250000000000001 Pressure = -2499.883038 Converged! Now running full trajectory... Completed! ============================== 875, 875, 4 Adaptive temp step = 100 875 875, 875, 4 Adaptive temp step = 100 875 1000, 1000, 4 Adaptive temp step = 100 1000 750, 750, 4 Adaptive temp step = 100 750 875, 875, 4 Adaptive temp step = 100 875 Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.out Collected 15 folders Wrote phase_pred.csv Label counts: solid = 7 liquid = 8 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 750 | 4 | 0 | 4 875 | 2 | 2 | 4 1000 | 0 | 4 | 4 1500 | 0 | 1 | 1 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 875.13 K Uncertainty = 38.66 K ==================================== jobs_to_run.out Jobs completed === running MPFit === Melting temperature and std error: 875.27215875699949 38.931378600465635 500 1 0 1 750 4 0 4 875 2 2 4 1000 0 4 4 1500 0 1 1 2000 0 1 1 current fit 1 875.27215875699949 38.931378600465635 possibilities: current fit 0 875.27215875699949 38.931378600465635 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 -3.481536 0.126597 984.527992 19.543071 -3625.214803 0.00000435 up 7.160e-05 P1 (1) 1000/2 -3.487375 0.129059 1003.668167 19.509409 -5313.144970 0.00000423 up 5.880e-05 P1 (1) 1000/3 -3.487247 0.129650 1008.271323 19.522771 -5744.166430 0.00000314 up 6.300e-05 P1 (1) 1000/4 -3.489105 0.128143 996.548273 19.462273 -3937.779666 0.00000397 up 6.280e-05 P1 (1) 1500/1 -3.395800 0.191719 1490.971075 20.700151 -2929.012526 0.00000407 up 1.510e-04 P1 (1) 2000/1 -3.325703 0.256617 1995.668575 21.700683 -2115.826586 0.00000378 up 2.480e-04 P1 (1) 500/1 -3.678034 0.062621 486.989903 17.243215 -3767.326145 0.00000102 up 3.570e-08 P1 (1) 750/1 -3.647962 0.096050 746.965655 17.134350 13326.241300 -0.00000646 down 3.360e-07 P1 (1) 750/2 -3.647887 0.096420 749.839312 17.229612 9490.409415 -0.00000336 down 9.620e-08 P1 (1) 750/3 -3.647067 0.096581 751.098251 17.293414 7190.009570 -0.00000281 down 2.990e-08 P1 (1) 750/4 -3.646720 0.095611 743.551218 17.271287 8007.613105 -0.00000324 down 1.360e-07 P1 (1) 875/1 -3.625299 0.112566 875.409988 17.438147 9887.184480 -0.00000553 down 1.500e-07 875/2 -3.579297 0.114365 889.394887 18.219947 -1804.748863 -0.00000644 down 5.990e-06 P1 (1) 875/3 -3.594791 0.113875 885.587999 18.270494 -11312.074765 -0.00000870 down 3.190e-06 P1 (1) 875/4 -3.611952 0.111934 870.494614 17.816396 -262.825113 -0.00000932 down 4.580e-07 P1 (1) ====================================================================================================================================================== Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.csv Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/summary.out Collected 15 folders Wrote phase_pred.csv Label counts: solid = 7 liquid = 8 Wrote jobs_results.out --------------------------------------------- Temp | Solid | Liquid | Total --------------------------------------------- 500 | 1 | 0 | 1 750 | 4 | 0 | 4 875 | 2 | 2 | 4 1000 | 0 | 4 | 4 1500 | 0 | 1 | 1 2000 | 0 | 1 | 1 --------------------------------------------- ==================================== Melting Point Fit (MPFit) ==================================== Tm = 875.30 K Uncertainty = 39.02 K ==================================== Wrote /data/qhong7/qhong7/sluschi_auto/408487df-c453-43bb-b2e7-d67db971b09d/Al/Dir_lammps/cost_table.out Collected 44 log files ==================================== Computational cost summary: Number of trajectories (temp/id) = 15 Total log files (incl. subruns) = 44 Total wall time = 10:21:11 Total seconds = 37271 Total GPU hours = 10.35 ==================================== === PBE correction === N rows with PBE energy = 12 MT_LMP = 875.2957062355755 STD_LMP = 39.022401140821266 SOLID (PBE present only): lammps_poteng_eV_per_atom = -3.63600668 PBE_energy_eV_per_atom = -3.62515688 LIQUID (PBE present only): lammps_poteng_eV_per_atom = -3.52244027 PBE_energy_eV_per_atom = -3.51142890 DH_LMP_raw_PBE = 0.11356641 eV/atom DH_LMP_PBE = 0.08184119 eV/atom DH_PBE = 0.08200277 eV/atom Cp_solid_PBE = 1.60410089e-04 eV/atom/K Cp_liquid_PBE = 2.20292489e-04 eV/atom/K Cp_avg_PBE = 1.90351289e-04 eV/atom/K DeltaT_PBE = 166.67 K DH_raw_PBE = 0.11372798 eV/atom MT_PBE = 877.02376075 K