research: stabilizer

OpenQuantumComputing · Sep 8, 2023 · bae9ead · bae9ead
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diff --git a/examples/music/twinkle.ipynb b/examples/music/twinkle.ipynb
diff --git a/examples/music/wav/twinkle-incremental-1000-5-01H95GE7FQZS8W0PY22XVM5E07.wav b/examples/music/wav/twinkle-incremental-1000-5-01H95GE7FQZS8W0PY22XVM5E07.wav
diff --git a/examples/music/wav/twinkle-incremental-1500-5-01H95G3HVVSWVK9K3CTNYTWACF.wav b/examples/music/wav/twinkle-incremental-1500-5-01H95G3HVVSWVK9K3CTNYTWACF.wav
diff --git a/research/new/stabilizer.ipynb b/research/new/stabilizer.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from qreservoirpy import util\n",
+    "from qreservoirpy.reservoirs import Static\n",
+    "\n",
+    "from qiskit.quantum_info import Clifford, random_clifford\n",
+    "from qiskit.extensions import HamiltonianGate\n",
+    "from qiskit.circuit.library import PauliGate\n",
+    "from qiskit.circuit.library import U1Gate"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\users\\otkul\\sintef\\repo\\reservoircomputingexamples\\qreservoirpy\\qreservoirpy\\reservoirbase.py:37: UserWarning: Argument 'backend' must inherit from qiskits abstract 'Backend'. Using 'aer_simulator' instead\n",
+      "  warnings.warn(\"Argument 'backend' must inherit from qiskits abstract 'Backend'. Using 'aer_simulator' instead\")\n",
+      "C:\\Users\\otkul\\AppData\\Local\\Temp\\ipykernel_11028\\2734235736.py:18: DeprecationWarning: The property ``qiskit.quantum_info.operators.symplectic.clifford.Clifford.stabilizer`` is deprecated as of qiskit-terra 0.24.0. It will be removed no earlier than 3 months after the release date. Use Clifford.stab properties instead.\n",
+      "  ops = [elem[-self.n_logical:] for elem in cliff.stabilizer.to_labels()]\n"
+     ]
+    },
+    {
+     "ename": "AttributeError",
+     "evalue": "'ReservoirCircuit' object has no attribute 'initalize'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[14], line 50\u001b[0m\n\u001b[0;32m     42\u001b[0m     encoder[elem] \u001b[39m=\u001b[39m U1Gate(theta, \u001b[39mstr\u001b[39m(elem))\n\u001b[0;32m     44\u001b[0m qres \u001b[39m=\u001b[39m Stabilizer(\n\u001b[0;32m     45\u001b[0m     n_qubits\u001b[39m=\u001b[39m\u001b[39m4\u001b[39m,\n\u001b[0;32m     46\u001b[0m     n_ancilla\u001b[39m=\u001b[39m\u001b[39m2\u001b[39m,\n\u001b[0;32m     47\u001b[0m     encoder\u001b[39m=\u001b[39mencoder\n\u001b[0;32m     48\u001b[0m )\n\u001b[1;32m---> 50\u001b[0m qres\u001b[39m.\u001b[39;49mcircuit([\u001b[39m0\u001b[39;49m, \u001b[39m1\u001b[39;49m, \u001b[39m2\u001b[39;49m], merge_registers\u001b[39m=\u001b[39;49m\u001b[39mTrue\u001b[39;49;00m, transpile\u001b[39m=\u001b[39;49m\u001b[39mFalse\u001b[39;49;00m)\u001b[39m.\u001b[39mdraw(\u001b[39m'\u001b[39m\u001b[39mmpl\u001b[39m\u001b[39m'\u001b[39m)\n",
+      "File \u001b[1;32mc:\\users\\otkul\\sintef\\repo\\reservoircomputingexamples\\qreservoirpy\\qreservoirpy\\reservoirbase.py:54\u001b[0m, in \u001b[0;36mQReservoir.circuit\u001b[1;34m(self, timeseries, merge_registers, transpile)\u001b[0m\n\u001b[0;32m     52\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mcircuit\u001b[39m(\u001b[39mself\u001b[39m, timeseries, merge_registers\u001b[39m=\u001b[39m\u001b[39mFalse\u001b[39;00m, transpile\u001b[39m=\u001b[39m\u001b[39mTrue\u001b[39;00m):\n\u001b[0;32m     53\u001b[0m     circ \u001b[39m=\u001b[39m ReservoirCircuit(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mn_qubits)\n\u001b[1;32m---> 54\u001b[0m     circ \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m__build(circ, timeseries)\n\u001b[0;32m     56\u001b[0m     \u001b[39mif\u001b[39;00m merge_registers:\n\u001b[0;32m     57\u001b[0m         temp_circ \u001b[39m=\u001b[39m CountingCircuit(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mn_qubits, circ\u001b[39m.\u001b[39mnum_clbits)\n",
+      "File \u001b[1;32mc:\\users\\otkul\\sintef\\repo\\reservoircomputingexamples\\qreservoirpy\\qreservoirpy\\reservoirbase.py:75\u001b[0m, in \u001b[0;36mQReservoir.__build\u001b[1;34m(self, circ, timeseries)\u001b[0m\n\u001b[0;32m     73\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mbefore(circ)\n\u001b[0;32m     74\u001b[0m \u001b[39mfor\u001b[39;00m t \u001b[39min\u001b[39;00m timeseries:\n\u001b[1;32m---> 75\u001b[0m     \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mduring(circ, t)\n\u001b[0;32m     76\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mafter(circ)\n\u001b[0;32m     78\u001b[0m \u001b[39mreturn\u001b[39;00m circ\n",
+      "Cell \u001b[1;32mIn[14], line 28\u001b[0m, in \u001b[0;36mStabilizer.during\u001b[1;34m(self, circuit, timestep)\u001b[0m\n\u001b[0;32m     26\u001b[0m \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mn_ancilla):\n\u001b[0;32m     27\u001b[0m     anc \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mn_logical\n\u001b[1;32m---> 28\u001b[0m     circuit\u001b[39m.\u001b[39;49minitalize(\u001b[39m'\u001b[39m\u001b[39m+\u001b[39m\u001b[39m'\u001b[39m, anc)\n\u001b[0;32m     29\u001b[0m     circuit\u001b[39m.\u001b[39mappend(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mops[i], [anc] \u001b[39m+\u001b[39m \u001b[39mlist\u001b[39m(np\u001b[39m.\u001b[39marange(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mn_logical)))\n\u001b[0;32m     30\u001b[0m     circuit\u001b[39m.\u001b[39mh(anc)\n",
+      "\u001b[1;31mAttributeError\u001b[0m: 'ReservoirCircuit' object has no attribute 'initalize'"
+     ]
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "\n",
+    "\n",
+    "class Stabilizer(Static):\n",
+    "    def __init__(self, n_qubits, n_ancilla, encoder, memory=np.inf, backend=None) -> None:\n",
+    "        super().__init__(n_qubits + 1, memory, backend)\n",
+    "        self.n_logical = n_qubits\n",
+    "        self.n_ancilla = n_ancilla\n",
+    "        self.encoder = encoder\n",
+    "\n",
+    "        OP = random_clifford(n_qubits)\n",
+    "\n",
+    "        H = util.random_ising_H(num_qubits=n_qubits, num_terms=40)\n",
+    "        T = 1 #s\n",
+    "        self.reservoir = HamiltonianGate(H, T, label=\"UT\")\n",
+    "\n",
+    "        cliff = Clifford(OP)\n",
+    "        ops = [elem[-self.n_logical:] for elem in cliff.stabilizer.to_labels()]\n",
+    "        self.ops = [PauliGate(elem).control(1) for elem in ops]\n",
+    "\n",
+    "    def before(self, circuit):\n",
+    "        return super().before(circuit)\n",
+    "    def during(self, circuit, timestep):\n",
+    "        circuit.barrier()\n",
+    "\n",
+    "        for i in range(self.n_ancilla):\n",
+    "            anc = self.n_logical\n",
+    "            circuit.initalize('+', anc)\n",
+    "            circuit.append(self.ops[i], [anc] + list(np.arange(self.n_logical)))\n",
+    "            circuit.h(anc)\n",
+    "            circuit.measure(anc)\n",
+    "        \n",
+    "        circuit.append(self.encoder[timestep], [0])\n",
+    "        circuit.append(self.reservoir, range(self.n_logical))\n",
+    "    def after(self, circuit):\n",
+    "        return super().after(circuit)\n",
+    "    \n",
+    "encoder = {}\n",
+    "timestep = [0, 1, 2]\n",
+    "for elem in np.unique(timestep):\n",
+    "    theta = np.random.uniform(low=-2*np.pi, high=2*np.pi)\n",
+    "    encoder[elem] = U1Gate(theta, str(elem))\n",
+    "\n",
+    "qres = Stabilizer(\n",
+    "    n_qubits=4,\n",
+    "    n_ancilla=2,\n",
+    "    encoder=encoder\n",
+    ")\n",
+    "\n",
+    "qres.circuit([0, 1, 2], merge_registers=True, transpile=False).draw('mpl')"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "quantum",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.13"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/research/clifford_explanation.ipynb → research/old/clifford_explanation.ipynb b/research/clifford_explanation.ipynb → research/old/clifford_explanation.ipynb
diff --git a/research/cliffordexp.ipynb → research/old/cliffordexp.ipynb b/research/cliffordexp.ipynb → research/old/cliffordexp.ipynb
diff --git a/research/data/BOTH.tex → research/old/data/BOTH.tex b/research/data/BOTH.tex → research/old/data/BOTH.tex
diff --git a/research/data/KNeighbors.tex → research/old/data/KNeighbors.tex b/research/data/KNeighbors.tex → research/old/data/KNeighbors.tex
diff --git a/research/data/LONGSIM.npy → research/old/data/LONGSIM.npy b/research/data/LONGSIM.npy → research/old/data/LONGSIM.npy
diff --git a/research/data/SVC.tex → research/old/data/SVC.tex b/research/data/SVC.tex → research/old/data/SVC.tex
diff --git a/research/data/circuit_clifford.tex → research/old/data/circuit_clifford.tex b/research/data/circuit_clifford.tex → research/old/data/circuit_clifford.tex
diff --git a/research/data/circuit_ising.tex → research/old/data/circuit_ising.tex b/research/data/circuit_ising.tex → research/old/data/circuit_ising.tex
diff --git a/research/data/clifford_BOTH.tex → research/old/data/clifford_BOTH.tex b/research/data/clifford_BOTH.tex → research/old/data/clifford_BOTH.tex
diff --git a/research/data/clifford_KNeighbors.tex → research/old/data/clifford_KNeighbors.tex b/research/data/clifford_KNeighbors.tex → research/old/data/clifford_KNeighbors.tex
diff --git a/research/data/clifford_LONGSIM.npy → research/old/data/clifford_LONGSIM.npy b/research/data/clifford_LONGSIM.npy → research/old/data/clifford_LONGSIM.npy
diff --git a/research/data/clifford_SVC.tex → research/old/data/clifford_SVC.tex b/research/data/clifford_SVC.tex → research/old/data/clifford_SVC.tex
diff --git a/research/data/methods1456.npy → research/old/data/methods1456.npy b/research/data/methods1456.npy → research/old/data/methods1456.npy
diff --git a/research/data/output.png → research/old/data/output.png b/research/data/output.png → research/old/data/output.png
diff --git a/research/data/phase_clifford.tex → research/old/data/phase_clifford.tex b/research/data/phase_clifford.tex → research/old/data/phase_clifford.tex
diff --git a/research/data/phase_ising.tex → research/old/data/phase_ising.tex b/research/data/phase_ising.tex → research/old/data/phase_ising.tex
diff --git a/research/data/phase_random.tex → research/old/data/phase_random.tex b/research/data/phase_random.tex → research/old/data/phase_random.tex
diff --git a/research/data/random_BOTH.tex → research/old/data/random_BOTH.tex b/research/data/random_BOTH.tex → research/old/data/random_BOTH.tex
diff --git a/research/data/random_KNeighbors.tex → research/old/data/random_KNeighbors.tex b/research/data/random_KNeighbors.tex → research/old/data/random_KNeighbors.tex
diff --git a/research/data/random_LONGSIM.npy → research/old/data/random_LONGSIM.npy b/research/data/random_LONGSIM.npy → research/old/data/random_LONGSIM.npy
diff --git a/research/data/random_SVC.tex → research/old/data/random_SVC.tex b/research/data/random_SVC.tex → research/old/data/random_SVC.tex
diff --git a/research/data/results1456.npy → research/old/data/results1456.npy b/research/data/results1456.npy → research/old/data/results1456.npy
diff --git a/research/is.ipynb → research/old/is.ipynb b/research/is.ipynb → research/old/is.ipynb
diff --git a/research/ising.ipynb → research/old/ising.ipynb b/research/ising.ipynb → research/old/ising.ipynb
diff --git a/research/ising.py → research/old/ising.py b/research/ising.py → research/old/ising.py
diff --git a/research/isingexp.ipynb → research/old/isingexp.ipynb b/research/isingexp.ipynb → research/old/isingexp.ipynb
diff --git a/research/lorenz.ipynb → research/old/lorenz.ipynb b/research/lorenz.ipynb → research/old/lorenz.ipynb
diff --git a/research/narma.ipynb → research/old/narma.ipynb b/research/narma.ipynb → research/old/narma.ipynb
diff --git a/research/random_circuit.ipynb → research/old/random_circuit.ipynb b/research/random_circuit.ipynb → research/old/random_circuit.ipynb
diff --git a/research/randomexp.ipynb → research/old/randomexp.ipynb b/research/randomexp.ipynb → research/old/randomexp.ipynb
diff --git a/research/stabilizer.ipynb → research/old/stabilizer.ipynb b/research/stabilizer.ipynb → research/old/stabilizer.ipynb