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| import numpy as np | |
| import h5py | |
| import os | |
| import mercury as mr | |
| import sys | |
| sys.path.append('/plot_scripts/') | |
| from map_packages_colors_1v1 import * | |
| from plot_scripts_1v1 import * | |
| # package_str = ['qiskit' , 'cirq', 'qsimcirq', 'pennylane', 'pennylane_l', 'qibo', 'qibojit', 'yao', 'quest', 'qulacs', 'intel_qs_cpp', 'projectq', 'svsim', 'hybridq', 'hiq', 'qcgpu', 'qrack_sch', 'cuquantum_qiskit', 'cuquantum_qsimcirq', 'qpanda'] | |
| def abs_time_pack(task, package, cc, N_end): | |
| if task == "Heisenberg dynamics": | |
| task = "hdyn" | |
| elif task == "Random Quantum Circuit": | |
| task = "rqc" | |
| elif task == "Quantum Fourier Transform": | |
| task = "qft" | |
| if cc == "Singlethread": | |
| cc = "singlethread" | |
| elif cc == "Multithread": | |
| cc = "multithread" | |
| elif cc == "GPU": | |
| cc = "gpu" | |
| fig, ax = plt.subplots() | |
| dir = os.getcwd() | |
| if task == 'hdyn' or task == 'qft': | |
| N_arr = np.arange(6, N_end, 2) | |
| elif task == 'rqc': | |
| N_arr = np.arange(12, N_end, 2) | |
| dat_fsp = dir + '/data/{}/{}_{}_sp.h5'.format(task, package, cc) | |
| dat_fdp = dir + '/data/{}/{}_{}_dp.h5'.format(task, package, cc) | |
| if not os.path.isfile(dat_fsp) and not os.path.isfile(dat_fdp): | |
| return mr.Md(f"Compute capability {cc} possibly not supported") | |
| mr.Md(f"TtS performance of simulation packages with different precision") | |
| if os.path.isfile(dat_fsp): | |
| h5f_sp = h5py.File(dat_fsp, 'r') | |
| dat_sp = h5f_sp[storage_dict[package]][:] | |
| h5f_sp.close() | |
| plot_abs_data_n_arr(N_arr, dat_sp, package+'_'+task+'_{}_'.format(cc)+'sp') | |
| if os.path.isfile(dat_fdp): | |
| h5f_dp = h5py.File(dat_fdp, 'r') | |
| dat_dp = h5f_dp[storage_dict[package]][:] | |
| h5f_dp.close() | |
| plot_abs_data_n_arr(N_arr, dat_dp, package+'_'+task+'_{}_'.format(cc)+'dp') | |
| gen_settings(fig, ax, r"N (system size)", r"Time ($t_{package}$)", False, True, True, N_arr[0]-2, N_arr[-1], True, 10**-1, 10**5, "out", None) | |
| mr.Md("___") | |
| mr.Md(f"Relative performance to single precision") | |
| fig, ax = plt.subplots() | |
| if os.path.isfile(dat_fdp) and os.path.isfile(dat_fsp): | |
| plot_comp_data_n_arr(N_arr, dat_dp, dat_sp, package+'_'+task+'_{}_'.format(cc)+'dp') | |
| plot_comp_data_n_arr(N_arr, dat_sp, dat_sp, package+'_'+task+'_{}_'.format(cc)+'sp') | |
| gen_settings(fig, ax, r"N (system size)", r"Relative to double precision", False, True, True, N_arr[0]-2, N_arr[-1], True, 10**-1, 10**3, "out", None) | |
| # else: | |
| # print(" Re-select the options as the requested option data is not available.") | |
| # pkg_str = ['qiskit' , 'cirq', 'qsimcirq', 'pennylane', 'pennylane_l', 'qibo', 'qibojit', 'yao', 'quest', 'qulacs', 'intel_qs_cpp', 'projectq', 'svsim', 'hybridq', 'hiq', 'qcgpu', 'qrack_sch'] | |
| # abs_time_pack("Heisenberg dynamics", 'qsimcirq', 'Double', 36) | |
| # abs_time(pkg_str, task_1, p_com_cap, p_prec) | |
| # abs_time("Heisenberg dynamics", "Singlethread", "Single", 'qsimcirq') | |
| # abs_time_pack("Heisenberg dynamics", "qiskit", "Singlethread", 34) | |
| # abs_time_pack("Heisenberg dynamics", "Quantum Fourier Transform", "GPU", "Single", 38) | |