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| # Credit to: https://github.com/qulacs/cirq-qulacs/blob/master/benchmark/benchmark_state_vector_qulacs.py | |
| import re | |
| import subprocess | |
| import os | |
| def parse_qasm_to_package_gen(N, f_precision, input_filename, output_filename, save_data_path): | |
| with open(output_filename, 'w') as f: | |
| f.write('import os\n') | |
| f.write('from qiskit import QuantumRegister, QuantumCircuit, transpile, ClassicalRegister\n') | |
| f.write('from qiskit.quantum_info.operators import Operator\n') | |
| f.write('from qiskit.providers.aer import QasmSimulator\n') | |
| f.write('from qiskit import Aer\n') | |
| f.write('from time import process_time, perf_counter\n') | |
| f.write('import numpy as np\n\n') | |
| f.write('def U2(p, l):\n') | |
| f.write(' mat = ((np.cos(0.5*(p + l)) - 1j*np.sin(0.5*(p + l)))/np.sqrt(2))*np.array([[1, -np.cos(l)-1j*np.sin(l)], [np.cos(p) + 1j*np.sin(p), np.cos(l + p) + 1j*np.sin(l + p)]])\n') | |
| f.write(' return Operator(mat)\n\n') | |
| f.write('def U3(t, p, l):\n') | |
| f.write(' mat = (np.cos(0.5*(p + l)) - 1j*np.sin(0.5*(p + l)))*np.array([[np.cos(t/2.), -np.sin(t/2.)*(np.cos(l) + 1j*np.sin(l))], [np.sin(t/2.)*(np.cos(p) + 1j*np.sin(p)), np.cos(t/2.)*(np.cos(l + p) + 1j*np.sin(l + p))]])\n') | |
| f.write(' return Operator(mat)\n\n') | |
| f.write('t_sp = process_time()\n') | |
| f.write('t_s = perf_counter()\n') | |
| f.write('backend = Aer.get_backend(\'statevector_simulator\')\n')#, max_parallel_threads={}, statevector_parallel_threshold={}, precision=\'{}\')\n'.format(mpt, spt, f_precision)) | |
| f.write('opt = backend.options\n') | |
| f.write('opt.device=\'GPU\'\n') | |
| f.write('opt.precision=\'{}\'\n'.format(f_precision)) | |
| f.write('cir = QuantumCircuit({})\n'.format(N)) | |
| with open(input_filename, "r") as ifile: | |
| lines = ifile.readlines() | |
| lc = 0 | |
| cirq_c = 0 | |
| for line in lines: | |
| s = re.search(r"Generated|QASM|include|qreg|Qubits|cirq|x|y|z|h|rx|ry|rz|cx|u2|u3|\bsx\b|\bsxdg\b|s", line) | |
| if s is None: | |
| continue | |
| elif s.group() in ['Generated', 'QASM', 'include', 'qreg', 'Qubits']:#, 'cirq']: | |
| lc = lc + 1 | |
| f.write('# {}\n'.format(s.group())) | |
| continue | |
| elif s.group() == 'cirq': | |
| lc = lc + 1 | |
| f.write('# {} {}\n'.format(s.group(), cirq_c)) | |
| cirq_c = cirq_c + 1 | |
| continue | |
| elif s.group() == 'x' or s.group() == 'y' or s.group() == 'z' or s.group() == 's' or s.group() == 'sx' or s.group() == 'sxdg' or s.group() == 'h': | |
| lc = lc + 1 | |
| m_i = re.findall(r'\[\d\d*\]', line) | |
| t_qbit = int(m_i[0].strip('[]')) | |
| f.write('cir.{}({})\n'.format(s.group(), t_qbit)) | |
| continue | |
| elif s.group() == 'rx' or s.group() == 'ry' or s.group() == 'rz': | |
| lc = lc + 1 | |
| m_r = re.findall(r'\((.*?)\)', line) | |
| # print(m_r) | |
| if 'pi' in m_r[0] and 'e' in m_r[0]: | |
| sp_str = m_r[0].split('e-') | |
| m_r[0] = [re.findall(r'[-]?\d*\.\d\d*', sp_str[0])[0] + 'E-' + sp_str[1]] | |
| elif 'pi' in m_r[0]: | |
| m_r[0] = re.findall(r'[-]?\d*\.\d\d*', m_r[0]) | |
| # print(m_r) | |
| m_i = re.findall(r'\[\d\d*\]', line) | |
| t_qbit = int(m_i[0].strip('[]')) | |
| f.write('cir.{}(np.pi*{}, {})\n'.format(s.group(), float(m_r[0][0]), t_qbit)) | |
| continue | |
| elif s.group() == 'cx': | |
| lc = lc + 1 | |
| match = re.findall(r'\[\d\d*\]', line) | |
| c_qbit = int(match[0].strip('[]')) | |
| t_qbit = int(match[1].strip('[]')) | |
| f.write('cir.cx({}, {})\n'.format(c_qbit, t_qbit)) | |
| continue | |
| elif s.group() == 'u2': | |
| lc = lc + 1 | |
| m_r = re.findall(r'\((.*?,.*?)\)', line) | |
| m_r = m_r[0].split(',') | |
| for i, m in enumerate(m_r): | |
| if 'pi' in m and 'e' in m: | |
| sp_str = m_r[i].split('e-') | |
| m_r[i] = [re.findall(r'[-]?\d*\.\d\d*', sp_str[0])[0] + 'E-' + sp_str[1]] | |
| elif 'pi' in m: | |
| m_r[i] = re.findall(r'[-]?\d*\.\d\d*', m) | |
| else: | |
| m_r[i] = '0' | |
| m_i = re.findall(r'\[\d\d*\]', line) | |
| t_qbit = int(m_i[0].strip('[]')) | |
| # f.write('cir.u(np.pi/2., np.pi*{}, np.pi*{}, {})\n'.format(float(m_r[0][0]), float(m_r[1][0]), t_qbit)) | |
| f.write('cir.append(U2(np.pi*{}, np.pi*{}), [{}])\n'.format(float(m_r[0][0]), float(m_r[1][0]), t_qbit)) | |
| continue | |
| elif s.group() == 'u3': | |
| lc = lc + 1 | |
| m_r = re.findall(r'\((.*?,.*?,.*?)\)', line) | |
| m_r = m_r[0].split(',') | |
| for i, m in enumerate(m_r): | |
| if 'pi' in m and 'e' in m: | |
| sp_str = m_r[i].split('e-') | |
| m_r[i] = [re.findall(r'[-]?\d*\.\d\d*', sp_str[0])[0] + 'E-' + sp_str[1]] | |
| elif 'pi' in m: | |
| m_r[i] = re.findall(r'[-]?\d*\.\d\d*', m) | |
| else: | |
| m_r[i] = '0' | |
| m_i = re.findall(r'\[\d\d*\]', line) | |
| t_qbit = int(m_i[0].strip('[]')) | |
| # f.write('cir.u(np.pi*{}, np.pi*{}, np.pi*{}, {})\n'.format(float(m_r[0][0]), float(m_r[1][0]),float(m_r[2][0]), t_qbit)) | |
| f.write('cir.append(U3(np.pi*{}, np.pi*{}, np.pi*{}), [{}])\n'.format(float(m_r[0][0]), float(m_r[1][0]),float(m_r[2][0]), t_qbit)) | |
| continue | |
| f.write('job = backend.run(transpile(cir, backend))\n') | |
| f.write('result = job.result()\n') | |
| f.write('outputstate = result.get_statevector(cir)\n') | |
| f.write('t_e = perf_counter()\n') | |
| f.write('t_ep = process_time()\n') | |
| f.write('os.chdir(\'{}\')\n'.format(save_data_path)) | |
| f.write('np.save(\'time_n{}.npy\', [t_e - t_s, t_ep - t_sp])\n'.format(N)) | |
| f.write('print(t_e - t_s)\n') | |
| f.write('print(t_ep - t_sp)\n') | |
| # f.write('print(outputstate)') | |
| # result = subprocess.run(["grep", ".", input_filename, "|", "wc", "-l"], text=True)#stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True) | |
| _cmd = "grep . " + input_filename + "| wc -l" | |
| lc_res = subprocess.check_output(_cmd, shell=True) | |
| print(int(lc_res) == lc) | |
| # print(lc) | |
| # parse_qasm_to_package_gen(12, 1, 42, "../qasm_test/qasm_rqc_test.qasm", "test_qiskit.py") | |
| # parse_qasm_to_package_gen(12, 1, 42, "/data/user/gangap_a/rqc/data_files/circuit_n12_m14_s0_e0_pEFGH.qasm", "test_qiskit_2.py") | |
| r""" | |
| for N in range(12, 42, 2): | |
| input_file_path = '/data/user/gangap_a/rqc/data_files/' | |
| input_file = input_file_path + 'circuit_n{}_m14_s0_e0_pEFGH.qasm'.format(N) | |
| output_file_path = '/data/user/gangap_a/rqc/qiskit/qiskit_sp_run_files/' | |
| output_file = output_file_path + 'qiskit_rqc_n{}.py'.format(N) | |
| parse_qasm_to_package_gen(N, 1, 42, 'single', input_file, output_file) | |
| for N in range(41, 51): | |
| input_file_path = '/data/user/gangap_a/rqc/data_files/' | |
| input_file = input_file_path + 'circuit_n{}_m14_s0_e0_pEFGH.qasm'.format(N) | |
| output_file_path = '/data/user/gangap_a/rqc/qiskit/qiskit_sp_run_files/' | |
| output_file = output_file_path + 'qiskit_rqc_n{}.py'.format(N) | |
| parse_qasm_to_package_gen(N, 1, 42, 'single', input_file, output_file) | |
| for N in range(6, 38, 2): | |
| input_file_path = '/data/user/gangap_a/heisenberg_dyn_qasm/data_files/' | |
| input_file = input_file_path + 'qasm_N_{}.qasm'.format(N) | |
| output_file_path = '/data/user/gangap_a/heisenberg_dyn_qasm/qiskit/qiskit_run_files/' | |
| output_file = output_file_path + 'h_dyn_n{}.py'.format(N) | |
| parse_qasm_to_package_gen(N, 1, 42, 'double', input_file, output_file) | |
| """ | |
| task = 'qft' | |
| sim_pack = 'qiskit' | |
| com_cap = 'gpu' | |
| prec = 'sp' | |
| for N in range(6, 40, 2): | |
| input_file_path = '/data/user/gangap_a/{}_singular/qasm_files/'.format(task) | |
| input_file = input_file_path + 'qasm_N_{}.qasm'.format(N) | |
| save_file_path = '/data/user/gangap_a/{}_singular/{}/data_{}_{}'.format(task, sim_pack, com_cap, prec) | |
| output_file_path = '/data/user/gangap_a/{}_singular/{}/run_files_{}_{}/'.format(task, sim_pack, com_cap, prec) | |
| output_file = output_file_path + '{}_n{}.py'.format(task, N) | |
| parse_qasm_to_package_gen(N, "single", input_file, output_file, save_file_path) | |