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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
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‎qbraid_sdk/qbraid_qir_sim_batch_jobs.ipynb‎

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

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