qbraid qir batch jobs example (#35)

* qir sim notebook * qbraid_qir sim * Update qbraid_qir_sim_batch_jobs.ipynb * Update qbraid_qir_sim_batch_jobs.ipynb
qBraid · Jul 2, 2024 · 43e3ee1 · 43e3ee1
1 parent 8374a08
commit 43e3ee1
Showing 1 changed file with 222 additions and 0 deletions.
diff --git a/qbraid_sdk/qbraid_qir_sim_batch_jobs.ipynb b/qbraid_sdk/qbraid_qir_sim_batch_jobs.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a3266f3c-cde6-416c-a440-82157c045254",
+   "metadata": {},
+   "source": [
+    "# qBraid QIR simulator batch job submission"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d86abb05-b5e2-4098-9248-df4eb56c5a6e",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from qbraid.runtime import QbraidProvider\n",
+    "from qbraid.visualization import plot_histogram\n",
+    "from qbraid.programs import QPROGRAM_REGISTRY"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cd6e2abc-0ed9-4162-90e7-87ea0b134c7f",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "provider = QbraidProvider()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cd3ff1ba-8ef9-4e26-acc0-fc3e6702a83b",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "device = provider.get_device(\"qbraid_qir_simulator\")\n",
+    "\n",
+    "device.status()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2a338a0c-2a38-4606-8d4a-bbaeedec6f94",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "target_spec = device.profile.get(\"program_spec\")\n",
+    "\n",
+    "target_spec"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "20373871-5eae-4340-be68-21699222e285",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "QPROGRAM_REGISTRY"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "409a018a-7924-413b-b831-9e659c4d2c51",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "graph = device.scheme.conversion_graph\n",
+    "\n",
+    "graph.plot(legend=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f5c98c5e-f74a-40be-9051-5b5a510bcfd2",
+   "metadata": {},
+   "source": [
+    "Create batch of GHZ state circuits using OpenQASM 3 and Cirq"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3c530aa7-d1c5-4966-bb87-9c56e7c9a224",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import cirq\n",
+    "import qiskit\n",
+    "\n",
+    "from qbraid.visualization import circuit_drawer\n",
+    "\n",
+    "\n",
+    "def qasm3_ghz() -> str:\n",
+    "    return \"\"\"\n",
+    "OPENQASM 3.0;\n",
+    "bit[3] b;\n",
+    "qubit[3] q;\n",
+    "h q[0];\n",
+    "cx q[0], q[1];\n",
+    "cx q[1], q[2];\n",
+    "b[0] = measure q[0];\n",
+    "b[1] = measure q[1];\n",
+    "b[2] = measure q[2];\n",
+    "    \"\"\"\n",
+    "\n",
+    "\n",
+    "def cirq_ghz() -> cirq.Circuit:\n",
+    "    \"\"\"Returns Cirq GHZ circuit\"\"\"\n",
+    "    q0, q1, q2 = cirq.LineQubit.range(3)\n",
+    "    circuit = cirq.Circuit(\n",
+    "        cirq.ops.H(q0),\n",
+    "        cirq.ops.CNOT(q0, q1),\n",
+    "        cirq.ops.CNOT(q1, q2),\n",
+    "        cirq.measure((q0, q1, q2), key=\"result\"),\n",
+    "    )\n",
+    "    return circuit\n",
+    "\n",
+    "\n",
+    "circuits = [qasm3_ghz(), cirq_ghz()]\n",
+    "\n",
+    "circuit_drawer(circuits[0])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a224e3a1-5d1e-4c80-8fe8-2dd9744b602e",
+   "metadata": {},
+   "source": [
+    "Submit quantum jobs to remote qBraid QIR simulator and plot results"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "27400989-57c3-4b81-884d-a8de9d830089",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "batch_jobs = device.run(circuits, shots=100)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0d3e36bc-0909-47d5-830a-7abec30a7f77",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "for job in batch_jobs:\n",
+    "    print(job.status())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b8f93ae4-1505-47b8-abe5-8ce7547f7d78",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "batch_results = [job.result() for job in batch_jobs]\n",
+    "\n",
+    "batch_counts = [result.measurement_counts() for result in batch_results]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "132eb338-fe98-46b6-a590-8025df4087c0",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "plot_histogram(batch_counts)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 [qBraid]",
+   "language": "python",
+   "name": "python3_qbraid_sdk_9j9sjy"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}