171 lines (171 with data), 131.0 kB
{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"id": "D7avgus1L7Ea",
"tags": []
},
"outputs": [],
"source": [
"# !pip install pennylane --quiet # run once"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1155
},
"id": "lcrQHMBnMgTz",
"outputId": "1566151b-4885-4936-c872-9448bdb8414c"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"(<Figure size 800x1100 with 1 Axes>, <Axes: >)\n"
]
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 800x1100 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
],
"source": [
"import pennylane as qml\n",
"\n",
"dev = qml.device(\"default.qubit\", wires=10)\n",
"\n",
"@qml.qnode(dev)\n",
"def circuit(params):\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" qml.RY(params[0], wires=0)\n",
" qml.RY(params[0], wires=1)\n",
" qml.RY(params[0], wires=2)\n",
" qml.RY(params[0], wires=3)\n",
" qml.RY(params[0], wires=4)\n",
" qml.RY(params[0], wires=5)\n",
" qml.RY(params[0], wires=6)\n",
" qml.RY(params[0], wires=7)\n",
" qml.RY(params[0], wires=8)\n",
" qml.RY(params[0], wires=9)\n",
" return qml.expval(qml.PauliZ(0)), qml.expval(qml.PauliZ(1)), qml.expval(qml.PauliZ(2)), qml.expval(qml.PauliZ(3)), qml.expval(qml.PauliZ(4)), qml.expval(qml.PauliZ(5)), qml.expval(qml.PauliZ(6)), qml.expval(qml.PauliZ(7)), qml.expval(qml.PauliZ(8)), qml.expval(qml.PauliZ(9))\n",
"params =[0]\n",
"\n",
"print(qml.draw_mpl(circuit, style='sketch')(params))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 0
},
"id": "ovTzqCRW3ot6",
"outputId": "00e5b908-8541-4a70-b30b-768e2f308267",
"tags": []
},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"{'resources': Resources(num_wires=10, num_gates=50, gate_types=defaultdict(<class 'int'>, {'RY': 50}), gate_sizes=defaultdict(<class 'int'>, {1: 50}), depth=5, shots=Shots(total_shots=None, shot_vector=())),\n",
" 'num_observables': 10,\n",
" 'num_diagonalizing_gates': 0,\n",
" 'num_trainable_params': 0,\n",
" 'num_device_wires': 10,\n",
" 'device_name': 'default.qubit',\n",
" 'expansion_strategy': 'gradient',\n",
" 'gradient_options': {},\n",
" 'interface': 'auto',\n",
" 'diff_method': 'best',\n",
" 'gradient_fn': 'backprop'}"
]
},
"metadata": {},
"execution_count": 4
}
],
"source": [
"qml.specs(circuit)(params)"
]
}
],
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.10.8"
}
},
"nbformat": 4,
"nbformat_minor": 0
}