nearest_clifford_circuit

clifford_rz.py

@@ -8,8 +8,7 @@
 
 
 def rand_1qb(sim, q):
-    ph = random.uniform(0, 4 * math.pi)
-    sim.u(0, ph, 0, q)
+    sim.r(Pauli.PauliZ, random.uniform(0, 4 * math.pi), q)
 
 
 def random_circuit(width, max_magic, circ):
@@ -60,6 +59,8 @@ def bench_qrack(n):
 
 
 def main():
+    print("Set environment variable QRACK_MAX_CPU_QB=-1 to use this script properly.")
+
     bench_qrack(1)
 
     max_qb = 24
@@ -69,8 +70,6 @@ def main():
     if len(sys.argv) > 2:
         samples = int(sys.argv[2])
 
-    os.environ["QRACK_MAX_CPU_QB"]="-1"
-
     for n in range(1, max_qb + 1):
         width_results = []
 

nearest_clifford_circuit.py

@@ -0,0 +1,94 @@
+import math
+import os
+import random
+import sys
+import time
+
+from pyqrack import QrackSimulator, Pauli
+
+
+def rand_1qb(sim, q):
+    sim.r(Pauli.PauliZ, random.uniform(0, 4 * math.pi), q)
+
+
+def random_circuit(width, max_magic, circ):
+    t_count = 0
+    single_bit_gates = circ.h, circ.x, circ.y
+    single_bit_gates_with_phase = circ.h, circ.x, circ.y, circ.z, circ.s, circ.adjs
+    two_bit_gates = circ.mcx, circ.mcy, circ.mcz, circ.macx, circ.macy, circ.macz, circ.swap, circ.iswap, circ.adjiswap
+
+    for n in range(3 * width):
+        # Single bit gates
+        for j in range(width):
+            if (width * width * random.random()) < max_magic:
+                random.choice(single_bit_gates)(j)
+                rand_1qb(circ, j)
+                t_count += 1
+            else:
+                random.choice(single_bit_gates_with_phase)(j)
+
+        # Multi bit gates
+        bit_set = [i for i in range(width)]
+        while len(bit_set) > 1:
+            b1 = random.choice(bit_set)
+            bit_set.remove(b1)
+            b2 = random.choice(bit_set)
+            bit_set.remove(b2)
+            g = random.choice(two_bit_gates)
+            if g == circ.swap or g == circ.iswap or g == circ.adjiswap:
+                g(b1, b2)
+            else:
+                g([b1], b2)
+
+    return circ
+
+
+def bench_qrack(n):
+    # This is a demonstration of near-Clifford capabilities, with Clifford+RZ gate set.
+    start = time.perf_counter()
+
+    sim = QrackSimulator(n, isStabilizerHybrid=True, isTensorNetwork=False, isSchmidtDecomposeMulti=False, isSchmidtDecompose=False, isOpenCL=False)
+
+    # Run a near-Clifford circuit
+    random_circuit(n, n+1, sim)
+
+    sim.out_to_file("_qrack_tableau.qnc")
+    qrack_tableau = ""
+    with open("_qrack_tableau.qnc", "r") as file:
+        qrack_tableau = file.read()
+
+    # fidelity = sim.get_unitary_fidelity()
+
+    return (time.perf_counter() - start, qrack_tableau)
+
+
+def main():
+    print("Set environment variable QRACK_MAX_CPU_QB=-1 to use this script properly.")
+
+    bench_qrack(1)
+
+    max_qb = 24
+    samples = 1
+    if len(sys.argv) > 1:
+        max_qb = int(sys.argv[1])
+    if len(sys.argv) > 2:
+        samples = int(sys.argv[2])
+
+    os.environ["QRACK_MAX_CPU_QB"]="-1"
+
+    for n in range(1, max_qb + 1):
+        width_results = []
+
+        # Run the benchmarks
+        for i in range(samples):
+            width_results.append(bench_qrack(n))
+            print(width_results[-1][1])
+
+        time_result = sum(r[0] for r in width_results) / samples
+        print(n, ": ", time_result, " seconds, ")
+
+    return 0
+
+
+if __name__ == '__main__':
+    sys.exit(main())