From c1fc103bb2d5d4a56f4d6c7a6100e18b45356b22 Mon Sep 17 00:00:00 2001 From: AoyuQC Date: Fri, 15 Apr 2022 09:14:08 +0800 Subject: [PATCH] add matplotlib inline --- ...o_local_vs_non-local_random_circuits.ipynb | 4 +- .../Verbatim_Compilation.ipynb | 8 +- ...into_the_anatomy_of_quantum_circuits.ipynb | 6 +- .../getting_started/4_Superdense_coding.ipynb | 4 +- .../VQE_Chemistry/VQE_chemistry_braket.ipynb | 1576 +---------------- .../2_Graph_optimization_with_QAOA.ipynb | 2 + .../3_Quantum_chemistry_with_VQE.ipynb | 332 ++-- ...uits_on_Amazon_Braket_with_PennyLane.ipynb | 6 +- .../quantum_annealing/Dwave_MaximumCut.ipynb | 20 +- .../Dwave_MinimumVertexCoverProblem.ipynb | 6 +- 10 files changed, 208 insertions(+), 1756 deletions(-) diff --git a/examples/braket_features/TN1_demo_local_vs_non-local_random_circuits.ipynb b/examples/braket_features/TN1_demo_local_vs_non-local_random_circuits.ipynb index b96eb81e9..5df518558 100644 --- a/examples/braket_features/TN1_demo_local_vs_non-local_random_circuits.ipynb +++ b/examples/braket_features/TN1_demo_local_vs_non-local_random_circuits.ipynb @@ -30,7 +30,9 @@ "import random\n", "import matplotlib.pyplot as plt\n", "import time\n", - "import os" + "import os\n", + "\n", + "%matplotlib inline" ] }, { diff --git a/examples/braket_features/Verbatim_Compilation.ipynb b/examples/braket_features/Verbatim_Compilation.ipynb index b7bceea12..f886058f9 100644 --- a/examples/braket_features/Verbatim_Compilation.ipynb +++ b/examples/braket_features/Verbatim_Compilation.ipynb @@ -46,7 +46,9 @@ "from braket.aws import AwsDevice\n", "from braket.circuits import Circuit\n", "from math import pi\n", - "import networkx as nx" + "import networkx as nx\n", + "\n", + "%matplotlib inline" ] }, { @@ -369,7 +371,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", + "image/png": 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6MiEhAd7e3upRnZOTExelUK14vvF0z549sXTpUrHj1HksPjI4jx49gre3NxITExEcHIwxY8ZU+71u3rypnr6MjIyEk5OTuui8vLxgbm6uxeREJT3feDo/Px87d+7kxtNawOIjg3Lz5k306tULjx49gkKhwNChQ7Fr165Kf/3Tp0/V99QdOXIEBQUF6nvq/Pz8YG9vX4vpiUoKCgrC7t27ERkZydW/WsLiI9Fl5BYiNCYF8WnZyJYrYCuTwrmpLUa4VW0n/9jYWPj6+uLp06d4/mNta2uLrKysMqcglUolYmJi1DulXLp0CV5eXupRXceOHTl9SaLZuXMn5s6di3PnzlX5cGAqG4uPRBOXnIU1EUmITEgHABSWcnabTzt7TPN2gksLu3Lf6+jRoxg6dCjy8vI0Hre2tsbp06fh4uKifiwlJUU9ojt27BgcHBzURderVy9YWlpq7Xskqi5uPF17WHwkCm2e1r1161ZMnjwZBQUFJZ4zNzfHwoUL4eHhoR7VPXz4EH5+fuotwRwdHbX0XRFpx/ONp9evX48BAwaIHcfgsPhI556V3nUUFKsqfvFfLM1MsCCwfYny++qrr/DZZ5+VWnrPmZiYoHv37upRnaurK++pI72Vk5OD7t27Y+LEiZg9e7bYcQwSi490Ki45CyM3RqGgWKl+zNzUBF8M6ojuTo1gZ2WOe4/zsPzIDUT8NQX6nKWZKXZM9kQnRzuoVCr85z//waZNm5Cfn1/uZ5qbmyMzMxP16tWrle+JSFu48bRucF0s6dSaiCTIFUqNx0xNJEh9WoCRG6Lw6mdHsCIsAd+PdoWjnea1NrlCibURSSgqKsLQoUOxcePGCksPAGQyGU6ePKnV74OoNsydOxdyuRxr1qxh6dUiFh/pTEZuISIT0ktc0ysoVuKb44lIySqAIAAn4h8hOTMfHZtr7nwiCED4jXS81rUH9uzZg8LCwkp9bk5ODvbu3autb4OoVqxfvx6HDh1CSEgIN56uZSw+0pnQmJRKva6xtTlaN66HxEc5JZ6TAOj73mJ8+umnGDhwIJo1awYzMzPY2tqWeUCrIAjYv39/TaIT1aqjR4/i008/xf79+7W20xCVjccSkc7Ep2Vr3LJQGqmJBN+81Rm7YlNwMz2vxPNyhQoSu+ZYPKWf+rGcnBxcunQJMTExOHXqFC5cuIDU1FRYWVmhqKgIcrkcqampSE5O5qkIpHeuXbuGsWPHIjQ0lKct6AiLj3QmW64o93mJBFj95msoVqqwaO/Vct6nWOPfbWxs0LNnT/Ts2ROzZs0CAOTl5eHy5cuIjo7GH3/8gUuXLuHRo0csPtIr6enpGDBgAL7++muetqBDLD7SiaKiIigLSk5d/t3yoZ3Q2NoCEzefh0JV9mJjW1nF1z/q1asHLy8veHl5YcaMGVXOS1TbCgsLMWTIELz11ls8bUHHWHxUK+7fv4+oqCicPXsWZ8+exaVLl+Do/zbMOwaiSFmy1IIGd4TTC9YY89O5cqdDZVITODvY1GZ0olonCAL+9a9/wcHBAUuWLBE7jtHhfXxUY4WFhYiNjVUXXVRUFPLz8+Hp6akedXl4eKBQYo7uX50oUWzN7Szxx7w+KCxWaoz0Pt79J/ZceqDxWgupCc7M61OlPTyJdC0yMhIpKSllngyyZMkS7NmzhxtPi4TFR1UiCAKSk5M1Su7y5cto166duug8PT3LPJtu8pZohF1/WO42ZWWRSICADk2wfqy7Fr4Totrz+uuvIywsDDNnzsTKlSs1jhLixtPiY/FRuQoKChAbG6uesoyKikJxcbF6JOfl5QV3d/dK74pS2s4tlfX3nVuI9JUgCKhfvz5ycnJgZWWFXr16YdeuXbCyssK5c+fQv39/HDt2TGPjdNItFh+pCYKAu3fvapTc1atX0aFDB43R3EsvvVSjXSW0uVcnkb65ceMG3Nzc1CeFyGQytGrVCsHBwRgyZAg3ntYDXNxixPLz8xEdHa0uubNnz0IikahHciNGjICbm5vWr0E8Ly9tnc5ApE8iIiLw9/GEXC5HYmIiunXrhpkzZ7L09ABHfEZCEATcunVLo+Ti4+PRsWNHddF5enrixRdf1NkegZdTsrA2IgnhN9IhwbOb0597fh5f73b2mObjxOlNqjMGDx6MPXv2lPqclZUVtm/fjkGDBuk4Ff0di89A5ebm4sKFC+qii4qKgrm5uUbJubq6QiaTiR0Vj3MLERqbgvjUHGTLi2ErM4Ozgw2Gu1btBHYisQmCgMaNGyMzM7PM11haWmLRokWYN28eN6IWCYvPAAiCgMTERI3RXGJiIlxcXNQl5+XlxQNXiWrZnTt30KFDh3LPhwSejfyGDRuGn376iRtSi4DX+Oqg7OxsnD9/XuOWAmtra/VobuLEiXjttdfK3LSZiGpHZGRkpQ45zs/Px9atW+Ho6IilS5fqIBn9HYtPz6lUKty4cUNjNHf79m107twZXl5eePfdd7Fx40Y0a9ZM7KhERu/w4cPIzc0t9zXW1taoV68e5s6di0mTJukoGf0dpzr1TFZWFs6dO6cuuXPnzqFBgwYaU5adOnWCubm52FGJ6B8cHByQlpZW4nFTU1OYm5vDxcUFH3/8MQIDAys1MqTaweITkUqlwrVr1zSmLO/duwc3NzeN++aaNGkidlQiqsCDBw/QunVrjQOSraysoFKpMGrUKMydOxcdOnQQMSE9Z/RTnbdv30arVq10sroqMzMT586dU5fc+fPnYW9vry65f//733j11VchlRr9/y1EeicjtxChMSmIT8tGtlwBW5kUzk1tMcLt2erjyMhIKJXPdiT6+3Tmv/71L9jZ2YkbnjQY7YhPEAQEBQVh0aJFOH36NLp166bV91cqlbh69arGLigPHjyAh4eHuui6du0Ke3t7rX4uEWlXXHIW1kQkITIhHQA0Nll/fr+pTzt7xG5Zhuiju9ClSxcsXLiQ05l6zCiLLz8/H6NGjcKxY8dQXFyMpUuXYu7cuTV6z4yMDI0pywsXLqBZs2YaU5YdO3bkfwhEdciz7fUqt8OQVCJgbAcrLB7TR3cBqVrqTPFVNM1QWXfv3kXfvn1x7949yOVyAEDfvn1x5MiRSr+HQqHAn3/+qbHS8tGjR+jSpYu65Lp27YpGjRpV+fskIv3APWUNl94XX2WnGaZ5O8GlhV257xUZGYmBAwciNzcXKtX/v4+dnR0yMzPLvM736NEjjZKLiYlBixYtNFZatm/fnqM5IgNR2ikiVz8N0HiNzMwUW6Lu4tN9VzUe5yki+k+vi68q0wzlbWQsCAK+//57zJs3r9QdFSwtLXHjxg20aNECxcXFiIuL05i2zMzMRNeuXTWuzfFiNZHhqujcSCtzU1z42A9vb76A83c0tyfjuZH6T2+XD1ZlmkEQgIJiJYIOXgcAjfIrLCzEu+++i99//73cbYSmT5+OJ0+e4OLFi3jppZfg6ekJX19fLFy4EO3atdM4SJKIDFdGbiEiE9LL/WP7jY5N8TivqETpAc9+H4XfSMfj3ELuNaun9LL44pKzEHQwvkTprX7zNXR/uREszU2RnluIHyJvYUd0svr5gmIVgg7Go5OjHTo52iEtLQ2vv/46EhISyi29goICPHz4EEFBQfDw8ED9+vVr7XsjIv0WGpNS4WuGuTrit9iyXycBEBqbgim9XtZiMtIWvSy+NRFJkCtKntC9NiIJ83ZdRpFShZft6+HXSZ64+uAprjzIVr9GrlBibUQS3m0noG/fvsjJyVHfW1OenJwc+Pn5afX7IKK6Jz4tW2MtwT81t7NE15ca4cNdl8t8jVyhQnxqTm3EIy3Qu/m78qYZEh/lokj57AdSEJ7907JRPY3XCAJw/PpDeHr7ISsrq1KlBwBJSUkaOy4QkXHKlivKfX5I5+aIvpOJlCfln8CQLS/WZizSIr0b8VU0zfDFoI4Y7uoIS3NTXLn/FOE3HpV4jamJCSYv2wSblHM4ePAgEhISYGlpWWI1599ZWlri4sWL8PT01Mr3QUR1k62s/F+LQ12bY13EzUq8D48b0ld6N+KraJrhkz1X8MqnhzF8/RkcvpqGolJeK1eoIGvyMpYvX44rV67gyZMnCAkJwezZs9GhQweYmZnB1tZWY8FKYWEhzpw5UyvfExHVHc5NbWEhLf1Xo+uLDdDUVoaDf6aW+x4yqQmcHWxqIx5pgd4VX0XTDACgEoDou0/gUF+GsZ4ty3if/59mqFevHvr27Yuvv/4aV69eRWZmJnbu3In3338fzs7OMDMzgyAICA8P19r3QUR103C3sg9sHu7aHIevpiGvqPxLKAKA4a48+Flf6d1UZ0XTDH9naiJBy4ZWZbxP2dMM1tbWCAgIQEBAAFasWIGcnBz88ccfsLS0rHJeIjIsja0t4N3WvtT7+D7efaXCr5dIgN7t7Hkrgx7TuxFfWdMMjeqZY0AnB1iZm8JEAvRq0xgDXZrhj5sZJV5b1WkGGxsbvP766/D29q5RdiIyDNN9nCCTVm8nJpnUFNN8nLSciLRJ70Z8w90csfpYQonHBQBju7ZE0OBXIZEA97MK8Pn+azh2veTiFk4zEFFNuLSwQ2AzOfbfN0ehovKbWz3bq9OZ25XpOb0rvrKmGTLzivDWxqgKv57TDERUU/v27cMvn0/DR5sOYe2Z1Bpvm0j6Re+KD3g2zXAqMUNjg9jK4jQDEdVEbGws3nnnHRw4cABdurjAu2NLrI1IQviNdEjwbNX4c883yu/dzh7TfJw40qsj9HaTah4JQkS6lpycDC8vL/z3v//FsGHDNJ57nFuI0NgUxKfmIFteDFuZGZwdbDDctWpHo5H49Lb4gKqdzqAqLoS76T1sWTQZVlalr/QkIipLdnY2evTogfHjx9f4YGrSb3pdfABwOSWrUtMMoZ9PQWbSRdjY2OCTTz7BtGnTWIBEVCkKhQIDBgxAy5YtsW7dujLP5iTDoPfF91xF0wxDhgzB7t27AQBWVlYwMzNTFyDvzyOisgiCgGnTpuH27dvYv38/pFK9XPpAWlRniq8iy5cvx8KFC1Fc/P87tjwvwEWLFmHq1KksQCIqYdWqVdi8eTNOnz4NW1tbseOQDujdDezV5eLiUmJqMz8/H0+fPsUnn3yCZs2aYfXq1ZDL5SIlJCJ98/vvv2PVqlU4cOAAS8+IGMyILzU1Fa1bty632KysrGBubo7Fixfjvffeg0wm02FCItIn58+fR79+/XD48GG4ubmJHYd0yGCKTxAE2NraIjc3t8LXmpubw9HREUlJSbyITWSE7ty5g27dumH9+vUYOHCg2HFIxwxmqlMikaBdu3YVvs7U1BQWFhZYvXo1S4/ICGVlZaFfv36YN28eS89IGUzxAUCXLl3Kfd7KygqvvPIKrly5wh94IiNUXFyMESNGoE+fPpg5c6bYcUgkBlV8Hh4eqFevXqnPWVpaYtKkSYiOjsaLL76o42REJDZBEDB16lTIZDJ88803nPExYgZ1w0qnTp00TlUHnk1tSiQSBAYG4ptvvhEnGBGJ7quvvkJsbCxOnjwJU9PqHTlEhsGgRnwdOnRAQUGB+t+trKzQqVMnREdH49y5czh06JCI6YhILDt37sTatWuxb98+WFtbix2HRGZQxWdpaYkmTZqo//fUqVNx/vx5uLi4YPv27Xj77beRkpIickoi0qWzZ89i+vTp2LdvH5o3by52HNIDBlV8wLMb2a2trfHbb79hxYoV6u2HevbsiZkzZ2LUqFFQKBQipyQiXbh16xaGDh2K4OBguLi4iB2H9ITB3Mf33L1792BhYaEe+f2dSqXCG2+8AXd3dwQFBYmQjoh05cmTJ/Dy8sLMmTMxbdo0seOQHjG44qvIo0eP4Orqip9++gkBAQFixyGiWlBUVISAgAC4urpi5cqVYschPWN0xQcAERERGDVqFGJiYtCsWTOx4xCRFgmCgIkTJyI7OxuhoaFcwUklGNw1vsrw8fHBtGnTMHr0aF7vIzIwS5YswbVr17B161aWHpXKKIsPAD7++GNIpVJ8/vnnYkchIi3Ztm0bfvrpJ+zbt6/MzSyIjHKq87mHDx/C1dUVwcHB8PPzEzsOEdXAqVOnMGzYMJw4cQIdO3YUOw7pMaMd8QFAkyZN8L///Q/jx49HWlqa2HGIqJoSExMxYsQIbNu2jaVHFTLq4gMAX19fTJ48GaNHj4ZSqRQ7DhFV0ePHj9GvXz988cUX8Pf3FzsO1QFGPdX5nFKphL+/P7y9vbF48WKx4xBRJcnlcvj7+6N79+5YtmyZ2HGojmDx/SU1NRVubm7Ytm0bevfuLXYcIqqAIAgYM2YMiouLsWPHjhIb1BOVhT8pf3FwcEBwcDDGjh2Lhw8fih2HiCqwePFi3Lp1C//73/9YelQl/Gn5G39/f7zzzjsYO3Ysr/cR6bHg4GBs3boVe/fuhaWlpdhxqI7hVOc/KBQK+Pr6wt/fHwsXLhQ7DhH9Q3h4OEaOHImIiAi0b99e7DhUB7H4SnH//n24u7vj119/hbe3t9hxiOgv169fh4+PD3799Vdei6dq41RnKZo3b46ff/4ZY8aMQXp6uthxiAjPNpjv168fvvrqK5Ye1QhHfOX46KOPcPHiRRw8eJAXz4lEVFBQgD59+sDPzw9ffPGF2HGojmPxlUOhUMDHxwf9+vXDRx99JHYcIqOkUqkwcuRISKVSbNu2DRKJROxIVMdJxQ6gz6RSKX799Ve4u7ujZ8+e6NGjh9iRiIzOggUL8ODBAxw7doylR1rB+bsKODo6YtOmTRg9ejQyMjLEjkNkVH788UeEhoZi9+7dkMlkYschA8Gpzkr68MMPcfXqVezbt4/X+4h0ICwsDOPGjcOpU6fQpk0bseOQAeFv8EoKCgrCkydPsGLFCrGjEBm8K1euYMyYMQgJCWHpkdZxxFcF9+7dg4eHB37//Xd069ZN7DhEBiktLQ2enp4ICgrCmDFjxI5DBogjvip48cUX8eOPP2LUqFF4/Pix2HGIDE5+fj4GDBiAd955h6VHtYYjvmqYM2cOEhMTsWfPHq4yI9ISpVKJESNGwMbGBps3b+Z/W1RrOOKrhi+//BIPHz7E6tWrxY5CZDDmzZuHJ0+eYOPGjSw9qlW8j68azM3NsWPHDnTt2hXdunWDp6en2JGI6rR169Zh//79OHPmDMzNzcWOQwaOU501sHv3bsyaNQsXL15EgwYNxI5DVCcdPHgQ7777Lk6fPo2XX35Z7DhkBFh8NTRr1izcuXMHv//+O6dniKooLi4Ofn5+2LNnD1dKk87wGl8NLV++HPfv38e3334rdhSiOuX+/fsYMGAAvv/+e5Ye6RRHfFpw69YteHp64sCBA/Dw8BA7DpHey83NRa9evTBixAhuAE86x+LTkl27duGDDz5AbGws7OzsxI5DpLeUSiUGDx6MJk2acAUniYLFp0UzZszAgwcPEBoayv+Yicowc+ZMXLt2DYcOHYKZmZnYccgI8RqfFq1YsQJ37tzBmjVrxI5CpJe+/fZbHD9+HKGhoSw9Eg1HfFqWlJQELy8vHD58GG5ubmLHIdIbe/fuxXvvvYczZ86gVatWYschI8YRn5Y5OTlhzZo1ePPNN/H06VOx4xDphZiYGLz77rvYvXs3S49Ex+KrBW+++SYCAgIwadIkcEBNhi4vLw+XL18u8/nk5GQMGjQIP/zwA7p06aLDZESlY/HVklWrViExMRHr168XOwpRrdq0aRM6d+6MDRs2lHguOzsb/fr1w/vvv4+hQ4eKkI6oJF7jq0WJiYno1q0bjh49is6dO4sdh6hW9O3bF2FhYbCyssKUKVOwYsUKmJiYQKFQYMCAAWjVqhXWrl3Llc6kN1h8teyXX37BokWLEBMTA1tbW7HjEGmVSqWCra0t8vLyAABWVlbo06cPduzYgdmzZ+Pu3bvYt28fpFLuh0/6g8WnA5MnT0ZOTg62b9/Ov3rJoFy+fBndu3dHbm6u+jFLS0vY2dnBzs4OUVFR/IOP9A6v8enAf//7X1y9ehUbN24UOwqRVoWHh0OhUGg8VlBQgNTUVGRkZODBgwciJSMqG4tPBywtLRESEoIFCxYgLi5O7DhEWrNv3z7I5fJSn8vIyECXLl0QERGh21BEFWDx6Ui7du2wevVqvPnmm8jJyRE7DlGNqVQqnD17tsznBUFATk4OAgMDsXnzZt0FI6oAi0+Hxo4dix49emDq1Km8v4/qvD///BMmJhX/CikoKMDkyZPx1Vdf6SAVUcVYfDr23Xff4dKlS9i0aZPYUYhq5MSJEyWu75XG2toaTZs2RevWrXWQiqhiXGOsY1ZWVti5cye8vb3RtWtXdOzYUexIRNVS3vU9c3NzSCQSeHt7Y968eejduzdXNJPe4O0MIgkODsayZctw4cIFWFtbix2HqEqUSiVsbW2Rn5+v8bi1tTVMTEzw3nvv4d///jdatGghUkKisrH4RDRx4kQIgoDg4GCxoxBVycWLF9GtWzfI5XKYmJhAJpOhdevWmD9/PoYPHw4LCwuxIxKViVOdIlqzZg08PDywefNmTJw4Uew4RGoZuYUIjUlBfFo2suUK2MqkcG5qixFujmhkbYHNmzdDLpfDwsICw4YNw9y5c7ktH9UZHPGJ7MqVK+jduzciIyPRoUMHseOQkYtLzsKaiCREJqQDAAoVKvVzMqkJBAA+7exhlhCO4odJ+PLLL9GwYUOR0hJVD4tPD2zatAkrV67E+fPnUa9ePbHjkJHaGnUHQQfjIVcoUd5vBYkEkElNsSDQGWM9W+ksH5G2sPj0gCAIGD9+PMzMzHibA4niWeldR0GxSuPxAZ0c8B/ftmhmJ0N6TiHmhsbhwp0nAABLMxMsCGzP8qM6h8WnJ3Jzc+Hu7o4FCxZg3LhxYschIxKXnIWRG6NQUKzUeLyHU2MsG/oqZvxyEZdSsvCCzbMFKw+zC9WvsTQzxY7JnujkaKfLyEQ1wuLTI5cvX4avry9OnToFZ2dnABUvMiCqqclbohF2/WGJ6c1d73XDjuhk7IxOLvNrJRIgoEMTrB/rXsspibSHqzr1SKdOnRAUFIQRI0bgp9+P4cezyWUsMkjD6mMJ8Glnj2neTnBpYSdSYqrrMnILEZmQXqL0TCTAq83r49j1h4iY6wMLqQmOXnuIpQeva/wsCgIQfiMdj3ML+YcY1RncskzPTJo0Cc79J2FccAzCrj9EoUKl8YsGAOR/PXb02kOM3BiFrVF3xAlLdV5oTEqpjze2toC51ARvdGyKET+cReC3p/CKgy1m9GlT4rUSAKGxpb8PkT5i8emZbefu4opZGxQqhHJX1gHP/touKFYi6OB1lh9VS3xadok/rABA/tf1vuCzd5CeU4gn+cX48fRt9G5nX/K1ChXiU3niCNUdLD49EpechaCD8SVW1j3XqpEVbnz+Ola/+ZrG4wXFKgQdjMfllKzaD0kGJVte+ibT2XIFHmQVaPzxVd7fYdnyYu0GI6pFLD49siYiCXKFssznPx/UEXEpT0t9Tq5QYm1EUm1FIwNlKyv7Mn9ITAomdGuFRvXMYSuT4t3uL+F4/KMy3sestiISaR0Xt+iJshYZPDegkwOyC4oR++gJWjYqeZM7FxlQdTg3tYWFNK3U6c7vTiSiYT1zhM/xQaFCif1/pmJNeMk/rmRSEzg72OgiLpFWcMSnJ8paZAAA1hZSvO/fFksOXC/3PbjIgKpquJtjmc8pVAI+2XMFnT4/Co+lx/HZvmulFqQAYLhr2e9DpG9YfHqirEUGADDHvy12XkhGWnbpZ589x0UGVFWNrS3g3dYe1T0qTyIBerez5ywD1SksPj1R1iKDDg626O7UGD/9cbuS78NFBlQ1491egImq7GvL5ZFJTTHNx0nLiYhqF6/x6YmyFhl4tm4IxwaWODOvDwDAylwKUxMJ2rzQA/2/P13K+3CRAVVednY25rw9Ap16vYV4y/ZlriguzbO9Op25XRnVOSw+PVHWIoPt5+9hX1yq+t8n9WwNxwaWWLjnSon34CIDqoq8vDz069cPbm5uWLP8fWw7d5enM5BRYPHpieFujlh9LKHE4/JiFeTF/78pcH6RAoUKFTLzikq8losMqLIKCgowaNAgODk54fvvv4dEIsFYz1bo5GiHtRFJCL+RDgmeXTd+7vl5fL3b2WOajxNHelRncZNqPVLWZsGVwc2CqbKKioowZMgQ2NraYuvWrTA1NS3xmse5hQiNTUF8ag6y5cWwlZnB2cEGw125OTrVfSw+PVLW8TCVYSGVIGRKN/4VTuVSKBR46623oFKpsHPnTpiZ8ZowGR+u6tQjLi3ssCDQGZZmVfu/RQoVCv7YBuHx3VpKRoZAqVRiwoQJyM/Px6+//srSI6PF4tMzYz1bYUFge1iamVZ4b5VE8uwg0E8HvYoV7w2Cv78/Dh06pJugVKeoVCpMnjwZqamp+O2332BhwelKMl6c6tRTl1OyqrzI4MyZMxg2bBgWLVqEqVOnipKb9I8gCJgxYwYuXbqEw4cPw9raWuxIRKJi8em5qi4yuHnzJvr164f+/ftj+fLlMDHhoN6YCYKADz/8EBERETh27Bjq168vdiQi0bH4DFBmZiaGDh2Khg0bYuvWrbCyshI7Eolk8eLF2L17N8LDw9GwYUOx4xDpBQ4HDFDDhg1x5MgRWFtbw8fHB2lpaWJHIhEsW7YMO3fuRFhYGEuP6G9YfAbKwsICwcHB6NevH7y8vHD16lWxI5EO/fe//8WPP/6I48eP44UXXhA7DpFe4VSnEdi6dStmz56N7du3w8/PT+w4VMs2bNiApUuXIjIyEi1bthQ7DpHeYfEZiZMnT2LEiBH48ssv8c4774gdh2rJli1b8NFHHyEiIgJOTjw1gag0LD4jcuPGDfTr1w9vvvkmlixZwhWfBiYkJAQzZ87EiRMn0L59e7HjEOktFp+RSU9Px+DBg9GiRQts3rwZMplM7EikBXv37sWkSZNw9OhRuLi4iB2HSK/xT34jY29vj+PHjwMAfH19kZ6eLnIiqqmjR4/iX//6F/bv38/SI6oEFp8Rkslk2L59O3x8fODl5YUbN26IHYmqKTIyEmPGjMHvv/8ODw8PseMQ1Qk8j89ImZiYICgoCC+//DJ69eqFnTt3wtvbW+xYVAVnz57FiBEjsGPHDnTv3l3sOER1Bkd8Ru6dd97Btm3bMGLECGzZskXsOFRJsbGxGDx4MIKDg9GnTx+x4xDVKVzcQgCAq1evon///pgwYQIWL14MSUVHQ5Borly5Aj8/P6xbtw5DhgwROw5RncPiI7WHDx9iwIABaNeuHX788UceXaOHbty4gT59+mDlypUYOXKk2HGI6iROdZJakyZNEBERgby8PPTt2xeZmZliR6K/uXXrFvz9/REUFMTSI6oBFh9psLKyQmhoKLp06QIvLy/cvHlT7EgEIDk5Gb6+vvjoo48wceJEseMQ1WksPirBxMQEX3/9NWbNmoUePXrgzJkzYkcyaqmpqfD19cWMGTN4wDCRFvAaH5Xr0KFDmDBhAr777ju89dZbYscxOunp6fDx8cGoUaOwcOFCseMQGQQWH1UoLi4OAwYMwNSpUzF//nyu+NSRJ0+eoE+fPggMDERQUJDYcYgMBouPKuX+/fsYMGAAXF1dsW7dOpiZmYkdyaBlZ2fD398f3bp1w6pVq/jHBpEWsfio0nJzczFq1CgUFBQgNDQUdnZ2YkcySHl5eXjjjTfwyiuvYO3atSw9Ii3j4haqNGtra+zevRvt27dH9+7dcefOHbEjGRy5XI7BgwejdevWWLNmDUuPqBaw+KhKTE1N8d1332HKlCno3r07Lly4IHYkg1FUVIThw4ejUaNG+Omnn3heIlEt4VQnVdvevXvx7rvvYsOGDdw6q4YUCgVGjhwJhUKBkJAQXkMlqkUsPqqRmJgYDBo0CO+//z5mz57NqblqUCqVmDBhAjIyMrBnzx5uFUdUy1h8VGP37t1D//790aNHD3z77beQSnnaVWWpVCpMmTIFSUlJOHDgAKysrMSORGTwWHykFdnZ2RgxYgRMTU2xY8cO2NjYiB1J7wmCgP/85z+Ijo7G0aNHYW1tLXYkIqPAq+ekFba2tti/fz9atGiBHj16ICUlRexIek0QBMyfPx9nzpzBoUOHWHpEOsTiI60xMzPD+vXrMXbsWHh5eeHixYtiR9Jbn3/+OQ4dOoQjR46gfv36YschMiqc6qRaERoaiqlTp+Lnn39G//79xY6jV5YvX46ff/4ZERERaNKkidhxiIwOR3xUK4YPH459+/Zh0qRJ+P7778WOoze+++47bNiwAceOHWPpEYmEIz6qVbdv30ZgYCBef/11rFixAqampmJHEs3GjRuxZMkSnDx5Ei1bthQ7DpHRYvFRrXvy5AmGDRsGW1tbbNu2DfXq1RM7ks5t3boV8+fPR0REBJycnMSOQ2TUONVJta5BgwY4fPgwGjRoAG9vb6SmpoodSadCQ0PxwQcf4OjRoyw9Ij3A4iOdMDc3x6ZNmzB48GB4eXnhypUrYkfSif3792P69Ok4fPgwOnToIHYcIgKnOkkE27dvx6xZs7B161b07dtX7Di1JiwsDGPGjMGBAwfg4eEhdhwi+gtHfKRzo0ePxq5duzB+/Hhs3LhR7Di14uTJkxg9ejR+++03lh6RnuGIj0STmJiIwMBADBs2DEuXLjWYY3iioqIwcOBA/PLLL/D19RU7DhH9A4uPRJWRkYHBgwejWbNmCA4OhqWlpdiRaiQ2NhZvvPEGfv75ZwQGBoodh4hKYRh/YlOd1bhxYxw7dgxSqRR9+vTBo0ePxI5UbVeuXEG/fv2wfv16lh6RHmPxkehkMhm2bdsGPz8/eHl5IT4+XuxIVZaQkICAgACsWrWKh/IS6TkenEZ6QSKR4IsvvkDr1q3h7e2NHTt2wMfHR+xYlXL79m34+flhyZIlGDVqlNhxiKgCHPGRXnn77bfxyy+/4M0330RwcLDYcXDmzBlERUWV+XxKSgp8fX0xf/58vP322zpMRkTVxeIjvdOnTx9ERkbis88+w+LFi1He+itBELBv3z4olcpayTJjxgz06tULR44cKfFcWloafH19MX36dEybNq1WPp+ItI/FR3qpffv2OHv2LA4fPoxx48ahsLCw1NctWbIEAwcOxP79+7We4fHjx7hy5QqKi4sxZMgQ7N27V/1cRkYG/Pz8MG7cOMyZM0frn01EtYfFR3qrSZMmCA8Ph1wuh7+/Px4/fqzx/C+//IIvv/wSALBs2TKtf/6+fftgZmYGACgoKMDIkSOxY8cOZGVloW/fvhg4cCAWLFig9c8lotrF+/hI76lUKsyfPx979uzBgQMH4OTkhDNnzsDPzw8FBQUAAEtLS1y6dAlt27bV2uf6+fnh+PHjGo/JZDI0a9YMAwcOxKpVqyCRSLT2eUSkGxzxkd4zMTHB8uXLMXv2bPTo0QM7d+7EG2+8oS49ACguLsaqVau09pn5+fk4ffp0icflcjnu3r2LNm3asPSI6iiO+KhOCQ0NxVtvvQVBEEoserGyssKjR4+0ct7fnj17MG7cOOTk5JT6vJWVFT7//HNe3yOqgzjiozqjsLAQy5Ytg4mJSakrPSUSCbZs2aKVz/rll1/KLD3g2Yhw0aJF+OKLL7TyeUSkOxzxUZ0gCAKGDx+OQ4cOaUxx/tNLL72Emzdv1mgaUqFQoEGDBsjNza3wtVZWVpg5c6Z6kQ0R6T+O+KhOWLBgAQ4fPlxu6QHAo0ePSr02VxVnzpypVHGampoCeDb9qlAoavSZRKQ7LD7Se1u3bsXKlSuRn59f4Wvz8vKwfPnyGn3ejh07kJeXV+pzEokENjY2qF+/PqZMmYKTJ08iISEBUil3/yOqK/hfK+m9jIwMNGrUCJmZmTAzM6twCjIsLAypqalwcHCo8mcJgoCQkBCoVCqNx21sbKBQKDBw4EBMmjQJPj4+6hEfEdUtvMZHdUZKSgoiIiJw8OBBHD9+HNnZ2ZBKpSWK0MzMDPPnz8fnn3+u8XhGbiFCY1IQn5aNbLkCtjIpnJvaYoSbIxpZWwAA4uLi4O7uDoVCASsrKyiVSvTq1QtTpkxBYGBgnT8vkIhYfFSH3bt3T12EJ06cQE5ODiQSCQoKCmBpaYmsrCyYm5sjLjkLayKSEJmQDgAoVPz/aE4mNYEAwKedPaZ5O+HLD97Djh074OLigunTp2P48OFo0KCBSN8hEdUGFh8ZjDt37iAiIgIhISE4fvw4wsLCcNesBYIOxkOuUKK8n3SJBJBJTTHZoxHeaGMDZ2dn3QUnIp1i8ZHB2hp1B0EHr6OgWFXxi/9iaWaCBYHtMdazVe0FIyJRsfjIIMUlZ2HkxigUFGseV/TrJE90bmEHherZj31athy+qyI1XmNpZoodkz3RydFOV3GJSIe4qpMM0pqIJMgVpZ/Rt2jvVeyITi7za+UKJdZGJGH9WPfaikdEIuJ9fGRwMnILEZmQXu41vfIIAhB+Ix2Pc0s/A5CI6jYWHxmc0JiUcp//MKAdYhf6I3SKFzxfaljqayQAQmPLfx8iqps41UkGJz4tW+OWhb9bdjgeiQ9zUKwUMMDFAT9O8EDgt6dwL1NzVxi5QoX41LI3qSaiuosjPjI42fKy9828lJyFvCIlipQq7Iq9j5i7mejd7oUy3qe4tiISkYhYfGRwbGWVn8gQhGf38JX+PmZaSkRE+oTFRwbHuaktLKQlf7RtZVL0atMYFlITmJpIMOi1ZujyUkP1ji5/J5OawNnBRhdxiUjHeI2PDM5wN0esPpZQ4nGpqQnm9G2Hl+2toVIJuJmei8lbYnA7o+RJDAKA4a6OOkhLRLrG4iOD09jaAt5t7RF2/aHGLQ2ZeUUYtOaPCr9eIgF6t7NXb1xNRIaFU51kkKb7OEEmrd6xQTKpKab5OGk5ERHpCxYfGSSXFnZYEOgMS7Oq/Yg/26vTmduVERkwTnWSwXq+0XRVTmdYEOjMDaqJDBw3qSaDdzklC2sjkhB+Ix0SPLs5/bnn5/H1bmePaT5OHOkRGQEWHxmNx7mFCI1NQXxqDrLlxbCVmcHZwQbDXR25kIXIiLD4iIjIqHBxCxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGRUWHxERGZX/A+eo3IFH8oyKAAAAAElFTkSuQmCC", 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" ] diff --git a/examples/getting_started/3_Deep_dive_into_the_anatomy_of_quantum_circuits.ipynb b/examples/getting_started/3_Deep_dive_into_the_anatomy_of_quantum_circuits.ipynb index 717c8d926..a63383d14 100644 --- a/examples/getting_started/3_Deep_dive_into_the_anatomy_of_quantum_circuits.ipynb +++ b/examples/getting_started/3_Deep_dive_into_the_anatomy_of_quantum_circuits.ipynb @@ -721,7 +721,7 @@ }, { "data": { - "image/png": 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" ] @@ -1299,7 +1299,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -1504,7 +1504,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.8.12" } }, "nbformat": 4, diff --git a/examples/getting_started/4_Superdense_coding.ipynb b/examples/getting_started/4_Superdense_coding.ipynb index 03666eb86..563a5052c 100644 --- a/examples/getting_started/4_Superdense_coding.ipynb +++ b/examples/getting_started/4_Superdense_coding.ipynb @@ -70,7 +70,9 @@ "from braket.circuits.instruction import Instruction\n", "from braket.aws import AwsDevice\n", "import matplotlib.pyplot as plt\n", - "import time" + "import time\n", + "\n", + "%matplotlib inline" ] }, { diff --git a/examples/hybrid_quantum_algorithms/VQE_Chemistry/VQE_chemistry_braket.ipynb b/examples/hybrid_quantum_algorithms/VQE_Chemistry/VQE_chemistry_braket.ipynb index 89715486f..23f25e46d 100644 --- a/examples/hybrid_quantum_algorithms/VQE_Chemistry/VQE_chemistry_braket.ipynb +++ b/examples/hybrid_quantum_algorithms/VQE_Chemistry/VQE_chemistry_braket.ipynb @@ -353,7 +353,9 @@ "from openfermion.transforms import get_fermion_operator, jordan_wigner\n", "from openfermionpyscf import run_pyscf\n", "from braket.circuits import Circuit, FreeParameter, observables\n", - "from braket.devices import LocalSimulator" + "from braket.devices import LocalSimulator\n", + "\n", + "%matplotlib inline" ] }, { @@ -714,1576 +716,8 @@ }, { "data": { - "image/png": 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" ] diff --git a/examples/pennylane/2_Graph_optimization_with_QAOA.ipynb b/examples/pennylane/2_Graph_optimization_with_QAOA.ipynb index ef6997303..ec4b7ac60 100644 --- a/examples/pennylane/2_Graph_optimization_with_QAOA.ipynb +++ b/examples/pennylane/2_Graph_optimization_with_QAOA.ipynb @@ -47,6 +47,8 @@ "source": [ "import networkx as nx\n", "\n", + "%matplotlib inline\n", + "\n", "n_nodes = 6\n", "p = 0.5 # probability of an edge\n", "seed = 1967\n", diff --git a/examples/pennylane/3_Quantum_chemistry_with_VQE.ipynb b/examples/pennylane/3_Quantum_chemistry_with_VQE.ipynb index b48b3803d..3f5f80cd8 100644 --- a/examples/pennylane/3_Quantum_chemistry_with_VQE.ipynb +++ b/examples/pennylane/3_Quantum_chemistry_with_VQE.ipynb @@ -2,71 +2,67 @@ "cells": [ { "cell_type": "markdown", + "metadata": {}, "source": [ "# Quantum chemistry with VQE" - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "This tutorial will show you how to solve an important problem for quantum chemistry using PennyLane on Amazon Braket: finding the ground-state energy of a molecule. The problem can be tackled using near-term quantum hardware by implementing the variational quantum eigensolver (VQE) algorithm. You can find further details on quantum chemistry and VQE in both the [Braket VQE](../hybrid_quantum_algorithms/VQE_Chemistry/VQE_chemistry_braket.ipynb) notebook and PennyLane [tutorials](https://pennylane.ai/qml/demos/tutorial_qubit_rotation.html)." - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ - "
\r\n", - "Note This notebook requires pennylane>=0.18 and amazon-braket-pennylane-plugin>=1.5.0\r\n", + "
\n", + "Note This notebook requires pennylane>=0.18 and amazon-braket-pennylane-plugin>=1.5.0\n", "
" - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "## From quantum chemistry to quantum circuits" - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "Our first step is to convert our chemistry problem into something that can be tackled with a quantum computer. To do this, we will use PennyLane's ``qchem`` package. If running on a local machine, the ``qchem`` package must be installed separately by following [these](https://pennylane.readthedocs.io/en/stable/introduction/chemistry.html) instructions." - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 1, + "metadata": {}, + "outputs": [], "source": [ "import pennylane as qml\n", "from pennylane import qchem\n", "from pennylane import numpy as np" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "The input chemistry data is often provided in the form of a geometry file containing details about the molecule. Here, we consider the hydrogen molecule $\\mathrm{H}_2$ whose atomic structure is stored in the [h2.xyz](./qchem/h2.xyz) file. The qubit Hamiltonian for $\\mathrm{H}_2$ is built using the ``qchem`` package." - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 2, - "source": [ - "symbols, coordinates = qchem.read_structure('qchem/h2.xyz')\n", - "h, qubits = qchem.molecular_hamiltonian(symbols, coordinates, name=\"h2\")\n", - "print(h)" - ], + "metadata": {}, "outputs": [ { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ " (-0.24274280513140462) [Z2]\n", "+ (-0.24274280513140462) [Z3]\n", @@ -86,30 +82,29 @@ ] } ], - "metadata": {} + "source": [ + "symbols, coordinates = qchem.read_structure('qchem/h2.xyz')\n", + "h, qubits = qchem.molecular_hamiltonian(symbols, coordinates, name=\"h2\")\n", + "print(h)" + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "In the VQE algorithm, we compute the energy of the $\\mathrm{H}_2$ molecule by measuring the expectation value of the above Hamiltonian on a variational quantum circuit. Our objective is to train the parameters of the circuit so that the expectation value of the Hamiltonian is minimized, thereby finding the ground state energy of the molecule.\n", "\n", "In this tutorial, we also want to compute the total spin. To that aim, we use the ``qchem`` package to build the total-spin operator $S^2$:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 3, - "source": [ - "electrons = 2 # Molecular hydrogen has two electrons\r\n", - "\r\n", - "S2 = qchem.spin2(electrons, qubits)\r\n", - "print(S2)" - ], + "metadata": {}, "outputs": [ { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ " (0.375) [Z1]\n", "+ (0.375) [Z0]\n", @@ -133,102 +128,109 @@ ] } ], - "metadata": {} + "source": [ + "electrons = 2 # Molecular hydrogen has two electrons\n", + "\n", + "S2 = qchem.spin2(electrons, qubits)\n", + "print(S2)" + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "## Defining an ansatz circuit" - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "We now set up the ansatz circuit that will be trained to prepare the ground state of the Hamiltonian.\n", "\n", "This tutorial uses a chemically-inspired circuit, the [`AllSinglesDoubles`](https://pennylane.readthedocs.io/en/stable/code/api/pennylane.templates.subroutines.UCCSD.html) ansatz of [Delgado et al. (2020)](https://arxiv.org/abs/2106.13840). To use this, we must define some additional inputs from quantum chemistry." - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 4, + "metadata": {}, + "outputs": [], "source": [ "# Hartree-Fock state\n", "hf_state = qchem.hf_state(electrons, qubits)\n", "# generate single- and double-excitations\n", "singles, doubles = qchem.excitations(electrons, qubits)" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "
\n", "Note A variety of alternative ansätze and templates are available and different choices will result in varying circuit depth and number of trainable parameters.\n", "
" - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "Our ansatz circuit is then simple to define:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 5, + "metadata": {}, + "outputs": [], "source": [ "def circuit(params, wires):\n", " qml.templates.AllSinglesDoubles(params, wires, hf_state, singles, doubles)" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "Note that an output measurement has not yet been defined! This is the next step." - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "## Measuring the energy and total spin" - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "Now we instantiate a device to run our circuits; we will use the Braket local simulator:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 6, + "metadata": {}, + "outputs": [], "source": [ "dev = qml.device(\"braket.local.qubit\", wires=qubits)" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "We discussed earlier that we want to minimize the expectation value of the qubit Hamiltonian, corresponding to the energy of $\\mathrm{H}_2$. The expectation values of this Hamiltonian and the total spin $\\hat{S}^2$ operator can be defined using:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 7, + "metadata": {}, + "outputs": [], "source": [ "wires = dev.wires.tolist()\n", "\n", @@ -241,107 +243,107 @@ "def S2_expval(params):\n", " circuit(params, wires)\n", " return qml.expval(S2)" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "Notice that `dev` was created without a `shots` argument. This means it will calculate the exact expectation value of the Hamiltonian, and can do so in a single evaluation.\n", "\n", "Let's now initialize some random values and evaluate the energy and spin. The total spin $S$ of the prepared state can be obtained from the expectation value $\\langle \\hat{S}^2 \\rangle$ using $S=-\\frac{1}{2} + \\sqrt{\\frac{1}{4} + \\langle \\hat{S}^2 \\rangle}$. We can define a function to compute $S$:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 8, + "metadata": {}, + "outputs": [], "source": [ "def spin(params):\n", " return -0.5 + np.sqrt(1 / 4 + S2_expval(params))" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 9, + "metadata": {}, + "outputs": [], "source": [ "np.random.seed(1967)\n", "params = np.random.normal(0, np.pi, len(singles) + len(doubles))" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "The energy and total spin are then" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 10, - "source": [ - "print(\"Energy:\", energy_expval(params))\n", - "print(\"Spin: \", spin(params))" - ], + "metadata": {}, "outputs": [ { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ "Energy: -0.2730496643631023\n", "Spin: 0.11000908988780544\n" ] } ], - "metadata": {} + "source": [ + "print(\"Energy:\", energy_expval(params))\n", + "print(\"Spin: \", spin(params))" + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "Since we have picked random parameters, the measured energy does not correspond to the ground state energy and the prepared state is not an eigenstate of the total-spin operator. We must now train the parameters to find the minimum energy." - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "## Minimizing the energy" - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "The energy can be minimized by choosing an optimizer and running the standard optimization loop:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 11, + "metadata": {}, + "outputs": [], "source": [ "opt = qml.GradientDescentOptimizer(stepsize=0.4)" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 12, + "metadata": {}, + "outputs": [], "source": [ "iterations = 40" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 13, + "metadata": {}, + "outputs": [], "source": [ "def run_vqe(energy_expval, spin, opt, initial_params, iterations):\n", " energies = []\n", @@ -366,20 +368,16 @@ " print(f\"Optimized energy: {e} Ha\")\n", " print(f\"Corresponding total spin: {s}\")\n", " return energies, spins" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 14, - "source": [ - "energies, spins = run_vqe(energy_expval, spin, opt, params, iterations)" - ], + "metadata": {}, "outputs": [ { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ "Completed iteration 5\n", "Energy: -0.6355679018250266\n", @@ -418,24 +416,43 @@ ] } ], - "metadata": {} + "source": [ + "energies, spins = run_vqe(energy_expval, spin, opt, params, iterations)" + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "The exact value for the ground state energy of molecular hydrogen has been theoretically calculated as ``-1.136189454088`` Hartrees (Ha). Notice that the optimized energy is off by less than $10^{-5}$ of a Hartree. Furthermore, the optimized state is an eigenstate of the total-spin operator with eigenvalue $S=0$ as expected for the ground state of the $\\mathrm{H}_2$ molecule. Hence, our above results look very promising! We would get even closer to the theory values if we increase the number of iterations.\n", "\n", "Let's visualize how the two quantities evolved during optimization:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "from mpl_toolkits.axes_grid1.inset_locator import inset_axes\n", "\n", + "%matplotlib inline\n", + "\n", "theory_energy = -1.136189454088\n", "theory_spin = 0\n", "\n", @@ -451,147 +468,134 @@ "inset.plot(spins, \"r\")\n", "inset.set_xlabel(\"Steps\")\n", "inset.set_ylabel(\"Total spin\");" - ], - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": 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NP5ZYq8KUo1tugU2bYOVKp5OYCsqpG+4eBpaq6kQRedi3/FAB270FPKmqi0WkJpBbniFLW/2aQdx6WQv++clGxiXsJ6aJXcFTmG+++abI9V26dCmnJJXAkCFw993eVsWllzqdxlRAThWKwUCCb34asJyzCoWItAM8qroYQFUPlWO+MnP75VFMW5nKPxZv4PVRXZ2O47fuv//+QteJCJ988kk5pqngatWC66/39ig7ebK3G3JjzoNThaKRqu7wze8EGhWwTWtgn4i8D7QAlgAPq2pOQW8oImOAMQDNmjUr/cSlpE5wAGOuiOLvizbw7c976dyswKNuVd6yZcucjlC5jBrlvUx27lzr0sOctzIrFCKyBCjo8pQ/511QVRWRgs6yeYDLgc7Az8BMYDTwRkGfp6pTgCkA8fHxfn3WbvSlLfj3F6k8v3gDb9/W3ek4fm/dunUkJydz7NgvnSvecsstDiaqgHr1gvBw7+EnKxTmPJVZoVDVvoWtE5FdIhKmqjtEJAzYXcBm24AkVd3se80HwMUUUigqkppBHu7q2ZInP/qRLzdncXFUfacj+a3HH3+c5cuXk5ycTP/+/VmwYAGXXXaZFYrz5XZ7L5V99lnYtQsaFdSIN6ZgTl0eOxcY5ZsfBRR0B9XXQF0RCfUt9waSyyFbufj1xc1pWCuI5xdtQO2yxULNnj2bpUuX0rhxY958803Wrl3L/v37z/m6hQsX0qZNG6Kjo5k4cWK+9cePH2fEiBFER0fTvXt3UlNTAUhNTSU4OJjY2FhiY2O58847S/srOeeWWyAnx+6pMOfNqUIxEegnIilAX98yIhIvIq8D+M5FPAAsFZHvAQFecyhvqQsOdHNP72hWp+7hs5RMp+P4reDgYFwuFx6PhwMHDtCwYUPS0tKKfE1OTg533303CxYsIDk5menTp5OcfObfGG+88Qb16tVj48aN3HfffTz00C/XUrRs2ZKkpCSSkpJ45ZVXyuR7OaJtW+9VT6++CrkV+gJCU84cKRSqmqWqfVS1lar2VdU9vucTVfX2PNstVtWOqtpBVUer6gkn8paVEV2bEl43mOcWrbdWRSHi4+PZt28fd9xxB3FxcXTp0oUePXoU+ZrVq1cTHR1NVFQUgYGBjBw5Ml+3H3PmzGHUKG+jdujQoSxdurRq/D8YNw42boQlS5xOYioQuzPbQUEeN/f2iWbttv0s+bGg0zTmpZdeom7dutx5550sXryYadOmnXMwo/T0dJo2bXp6OSIigvT09EK38Xg81KlTh6ysLAC2bNlC586d6dmzJ5999lmhnzNlyhTi4+OJj48nIyOjpF+xfA0ZAqGh8OKLTicxFYgVCodd3yWCyPrVeW7RenJzq8BftOepT58+p+cjIyPp2LHjGc+VtrCwMH7++We+/fZbnn/+eW688UYOHDhQ4LZjxowhMTGRxMREQkNDC9zG7wQFwR13eEe+27rV6TSmgrBC4bAAt4vxfVvz086DfLRux7lfUEUcO3aMPXv2kJmZyd69e9mzZw979uwhNTU1X+vgbOHh4Wecx9i2bRvh4eGFbpOdnc3+/fupX78+QUFB1K/vvQotLi6Oli1bsmHDhlL+dg4bM8b7OGWKszlMhWGFwg8M7NSEVg1r8o/FG8ixVgUAr776KnFxcfz000906dKFuLg44uLiGDx4MPfcc0+Rr+3atSspKSls2bKFEydOMGPGDAYNGnTGNoMGDWLatGmA98qq3r17IyJkZGSQk+O9p3Pz5s2kpKQQFRVVNl/SKc2bw7XXwuuvw/HjTqcxFYGqVropLi5OK5oP16Zr84fm6ZykdKej+JUXXnihRK+bP3++tmrVSqOionTChAmqqvrII4/onDlzVFX16NGjOnToUG3ZsqV27dpVN23apKqqs2fP1nbt2mmnTp20c+fOOnfu3GJ9XoX7mVu4UBVU//tfp5OYMlbcn00gUQv5nSpaCa/0iI+P18TERKdjnJfcXOWqSSsAWDj+CtwucTiRfzhx4gSvvPIKK1Z4901CQgJjx44lICDA4WRnio+Pp0L9zOXmeke/CwuDIk7Ym4qvuD+bIrJGVeMLWmeHnvyEyyXc26cVKbsP8dH3dq7ilHHjxrFmzRrGjRt3ev6uu+5yOlbF53LBXXfB55/D2rVOpzF+zgqFH+nfIYzohjX55ycpVf4KqOzsbAC+/vprpk2bRu/evenduzdvvvkmX3/9tcPpKonf/AZq1oQC7lw3Ji8rFH7E7RJ+2zuaDbsOsWDdTqfjOKpbt24AuN1uNm3adPr5zZs3nx4W1VygkBDvOBUzZ8KPPzqdxvgxKxR+5tqOTWgZWoPJSzdU6VbFqXNnf//73+nVqxcJCQkkJCTQu3dvnnvuOYfTVSL33w/BwTBhgtNJjB9zajwKUwi371zF72YksfCHnfTvEOZ0JEdkZGTw/PPPAzB27NjTl6y63W6+/fZbevXq5WS8yiM01NuqeO45ePRRaNPG6UTGD1mLwg9d27EJUaE1eGFp1T1XkZOTw6FDhzh48CDZ2dmnL9PLzs7m4MGDTserXB54wHvH9pNPOp3E+ClrUfght0u4t3crxs9M4uMfdnJNFWxVhIWF8eijjzodo2po2NB7BdSkSfDII9CqldOJjJ+xFoWfGtipCVENajC5irYqKuP9PX7tD3+AwEBrVZgCWaHwU26X8Ns+0fy08yCLknc5HafcLV261OkIVUvjxnDnnd5xtStb31bmglmh8GMDOzahRRVtVYSEhDgdoep56CGoUcN7cttadCYPKxR+zON28dve0fy44wCLf6x6rQpTzho3hqee8g5qNH2602mMH3GkUIhIiIgsFpEU32O9ArbpJSJJeaZjIvIrB+I6alCnJkTWr87kJSl23N6UvTvvhK5d4b77YO9ep9MYP+FUi+JhYKmqtgKW+pbPoKrLVDVWVWOB3sARYFG5pvQDHreLe3q3InnHARZXwXMVppy53fDKK5CZCX/8o9NpjJ8oVqEQkedEJKYUP3cwMM03Pw341Tm2HwosUNUjpZihwvhVbBOa16/Oi8s2WqvClL0uXeDee+HVV2HVKqfTGD9Q3BbFj8AUEflKRO4UkToX+LmNVPVUF6k7gUbn2H4kUORBUxEZIyKJIpJYYcYvLiaP28WdPVuydtt+vtiY5XQcUxU88QRERMDYsXDihNNpjMOKVShU9XVVvRS4BYgEvhOR/4pIof0oiMgSEVlXwDT4rPdWoNA/k0UkDOgAfHyOjFNUNV5V4yvM+MXn4fou4TSqHcSLyzY6HcVUBbVqwb/+Bd9/7z1fYaq0Yp+jEBE3cJFvygTWAr8XkRkFba+qfVW1fQHTHGCXrwCcKgS7i/jo4cD/VPVkcbNWRkEeN3dcHsWqzVms2WonGU05GDzY273HSy95h001VVZxz1H8A1gP9AeeUtU4Vf0/VR0IdC7B584FRvnmRwFzitj2Bs5x2KmquKFbM+pVD+Dl5daqMOVk4kS48koYNw5WrnQ6jXFIcVsU3wGdVHWsqq4+a123EnzuRKCfiKQAfX3LiEi8iJz+00VEIoGmwKcl+IxKp0aQh99c2oIlP+7mxx0HnI5jqgK323tPRdOmMGQIbN/udCLjgOIWirVAGxHpkmdqKSIeVd1/vh+qqlmq2kdVW/kOUe3xPZ+oqrfn2S5VVcNVNfd8P6OyGtUjkhqBbl5avuncGxtTGkJCYM4cOHgQrrvO+2iqlOIWipeAL4EpwGvAKmAWsF5EriyjbKYAdaoH8OsezZn/3Xa2ZB52Oo6pKtq3h//8B9asgd69vfdZmCqjuIViO9DZd1VRHN7zEpuBfsAzZRXOFOy2y1rgcbt49VNrVZhyNHgwfPABrFsHl18OaWlOJzLlpLiForWq/nBqQVWTgYtUdXPZxDJFaVirGiPim/LeN9vYsf+o03FMVXLttfDxx95zFZddZj3NVhHFLRTJIvKyiPT0TS/5ngsCqvRlq04Zc0UUuQqvrdjidBRT1VxxBSxfDkePQo8e8O67TicyZay4hWIUsBEY75s2A6PxFgkbvNgBTUOqMzi2CdNX/0zWoeNOxzFVTefO3stlW7aEESPghhsgy3oNqKzOWSh8N9p9pKrPqep1vunvqnpEVXNV9VA55DQFGJfQkmPZOUxdmep0FFMVRUd7i8Xf/gazZ3tPeH/wgY1lUQmds1Coag6QWwr9O5lSFt2wFle1a8zUlakcPGZHAI0DPB74y19g9Wpo0MB7+Wy3bvDhh1YwKpHiHno6BHwvIm+IyAunprIMZopnXK+WHDyWzTtf/ux0FFOVde4M33zj7eojKwsGDYL4eJg503suw1RoxS0U7wOPACuANXkm47COEXW5vFUD3vh8M8dO5jgdx1RlAQFw222wfj38+9+wfz+MHAmNGsFvfgNLl0KO/YxWRMXtPXYa8C7wpapOOzWVbTRTXHf3iibz0AneTbTr2o0fCAjwFob1673Dqg4dCu+9B337/nJ46oUXvPdj5FqnCxVBcTsFHAgkAQt9y7EiMrcMc5nz0L1FCF2a1eXVTzdzMsf+4Z2ycOFC2rRpQ3R0NBMnTsy3/vjx44wYMYLo6Gi6d+9Oamrq6XVPP/000dHRtGnTho8/LrKHe1MYtxv69PG2Lnbt8l5GO2QIfPcd/O530KED1KkDl1wCd90FL7/sbXVs3gwn7ZybP/EUc7u/4u38bzmAqiaJSFQZZTLnSUQYlxDN7W8lMu+77VzXOcLpSI7Lycnh7rvvZvHixURERNC1a1cGDRpEu3btTm/zxhtvUK9ePTZu3MiMGTN46KGHmDlzJsnJycyYMYMffviB7du307dvXzZs2IDb7XbwG1VwwcEwbJh3Ati6FZYt857XWLsWZszwDsF6itvtHTipSRNo3Ng7NWoE9er9MtWt6x03o0YNqFnT+xgc7D3BbkpVcffoSVXdLyJ5n7M/Xf1I74sa0rpRTV5evonBncJxueTcL6rEVq9eTXR0NFFR3r9nRo4cyZw5c84oFHPmzOGvf/0rAEOHDuWee+5BVZkzZw4jR44kKCiIFi1aEB0dzerVq+nRo0eJ8yQkJOR7bvjw4YwbN44jR47Qv3//fOtHjx7N6NGjyczMZOjQofnW33XXXYwYMYK0tDRuvvnmfOvvv/9+Bg4cyPr16xk7dmy+9X/5y1/o27cvSUlJjB8/Pt/6p556iksuuYSVK1fypz/9Kd/6SZMmERsby5IlS5gwYUK+9a+++ipt2rThww8/5Lnnnsu3/u2336bp6NHMnDmTl196idDjxwk/epSwY8cIO3aM4V27Um3vXvauXo1r1y7qZGfne4+C5ADH3W6q16sHgYHsP3qU/ceOkSNCjgjZLhfqctG2fXtwu9mSlkbW3r3kipArggKewEC6dusGLhfrkpPJ2rMHBdS3Prh6de/Pgwhr1qxhz759pz9fgdq1a3Ox7+dl5ZdfcuDAmb09h4SE0K17dwBWrFjB4cOH0Ty/XxuGhhIfHw/A0k8+4fjxM++VCmvShM6xsQB8/PHHXPXPf3oP6ZWR4haKH0TkRsAtIq2AewHrnN6PuFzCXQktuW/mWj75aTd9251rdNnKLT09naZNm55ejoiI4Kuvvip0G4/HQ506dcjKyiI9PZ2LL774jNemp6fn+4wpU6YwZcoUACrb8LvlToSMatXIqFaNJN9T/V9+mWoNGjBn6lSmTp2KW5Wa2dne6eRJJj/+ONWys1nywQd8t2oVwTk5BObmEpibS1BODsMHDYKTJ9n27bfs/PlnPKq4fVOgCAQFQU4O7pwcquXm4lJFAJcqATk53laPKg327qXGkSMIeCdVAo4d83aQCDTbvZvGZ/0iDzx6FD7/HFRpnZlJ9lmH0gKPHIHD3k4922VmknPWSf6gI0fAV3w6ZmaSm+dcjpxav9s73luXrCxISSmF/wlFUNVzTkB14EngayDRN1+tOK91YoqLi9Oq6ER2jl7y9FK97sXPNTc31+k4jpo1a5bedtttp5ffeustvfvuu8/YJiYmRtPS0k4vR0VFaUZGht5999369ttvn37+1ltv1VmzZhX5eVX1Z874v+L+bAKJWsjv1OJe9XREVf+sql3V24Psn1X1WFkVL1MyAW4XY3tG8c3P+1i9ZY/TcRwVHh5OWp7eTbdt20Z4eHih22RnZ7N//37q169frNcaU5UU96qn1iIyRUQWicgnp6ayDmfO37C4ptSvEcjLVbwL8q5du5KSksKWLVs4ceIEM2bMYNCgQWdsM2jQIKZN817lPXv2bHr37o2IMGjQIGbMmMHx48fZsmULKSkpdOtWkoEcjakcinuOYhbwCvA63nNFF0xEQoCZQCSQCgxX1b0FbPcMMABvUVsM/M7XTDIFCA50c+tlLXj24/X8sH0/MU2qZs8rHo+Hf/3rX1x11VXk5ORw6623EhMTw6OPPkp8fDyDBg3itttu4+abbyY6OpqQkBBmzJgBQExMDMOHD6ddu3Z4PB5efPFFu+LJVGlSnN+5IrJGvQMWld4HewvAHlWdKCIPA/VU9aGztrkEeBa4wvfU58AfVXV5Ue8dHx+viYmJpRm3Qtl/9CSXTvyEXhc15J83dHY6TpXQoEEDIiMjC12fkZFBaGho+QU6D5atZCpKttTUVDKLMSKh7/d8fEHritui+FBExgH/A06f3lffWNclNBhI8M1Pw3uPxkNnbaNANSAQ78n+AGDXBXxmlVAnOICbLm7Gays2c3+/1kQ2qOF0pErvXP8Q4+Pj8dc/XixbyVSlbOczHsUf8F4Se6qfpwtN0UhVd/jmdwL5rudU1VXAMmCHb/pYVX8s6M1EZIyIJIpIol2qCLdd6h0udcpnNgihMebCFKtFoaotSvLmIrIEaFzAqj+f9f4qIvmOgYlINNAWOHWr8WIRuVxVPysg4xRgCngPPZUkb2XSsHY1hsZFMDtxG+P7tKJh7WpORzLGVFBFtihE5ME888POWvfUud5cVfuqavsCpjnALhEJ871XGLC7gLe4Dm9HhIfUO0DSAqDkt8dWMWOviCI7N5c3vrDhUp02ZswYpyMUyrKVTFXKVuTJbBH5RlW7nD1f0PJ5f7DIs0BWnpPZIar64FnbjADuAK7Ge45iITBJVT8s6r2r+snsvH47/VuW/bSbLx7uTZ3gAKfjGGP8VFEns891jkIKmS9o+XxNBPqJSArQ17eMiMSLyOu+bWYDm4DvgbXA2nMVCXOmO3tGceh4Nu98udXpKMaYCupc5yi0kPmCls+LqmYBfQp4PhG43TefA+TvzcwUW0yTOiS0CeXfn2/h1ktbEBxo9wMYY87PuVoUnUTkgIgcBDr65k8tdyiHfKYUjEuIJuvwCaavtuFSy9u5xsQoT7feeisNGzakffv2p5/bs2cP/fr1o1WrVvTr14+9e/Pd81ou0tLS6NWrF+3atSMmJobJkyf7Tb5jx47RrVs3OnXqRExMDI899hgAW7ZsoXv37kRHRzNixAhOnDhR7tlOycnJoXPnzlx77bVlkq3IQqGqblWtraq1VNXjmz+1bAe8K4huLULo3iKEV1dssuFSy9GpMTEWLFhAcnIy06dPJzk52bE8o0ePZuHChWc8N3HiRPr06UNKSgp9+vRxrJh5PB6ee+45kpOT+fLLL3nxxRdJTk72i3xBQUF88sknrF27lqSkJBYuXMiXX37JQw89xH333cfGjRupV68eb7zxRrlnO2Xy5Mm0bdv29HKpZyust8CKPFlPnvl9npKhzR+ap2+tSnU6SpWxcuVKvfLKK08vP/XUU/rUU085mEh1y5YtGhMTc3q5devWun37dlVV3b59u7Zu3dqpaGcYNGiQLlq0yO/yHT58WDt37qxffvml1q9fX0+ePKmq+f9fl6e0tDTt3bu3Ll26VAcMGKC5ubklysaF9h5rKr5LWtYnrnk9Xl62kRPZNuZUeShoTIyCxrVw0q5duwgLCwOgcePG7NrlfMcHqampfPvtt3Tv3t1v8uXk5BAbG0vDhg3p168fLVu2pG7dunh8o+k5+f92/PjxPPPMM7hc3l/nWVlZpZ7NCkUVISL8tnc02/cf4/1vtjkdx/ghEeGsUSzL3aFDhxgyZAiTJk2idu3aZ6xzMp/b7SYpKYlt27axevVqfvrpJ0dynG3evHk0bNiQuLhS7YovHysUVUjP1qF0jKjDi8s3cjLHWhVlrSKMa9GoUSN27PD2pLNjxw4aNmzoWJaTJ08yZMgQbrrpJq6//nq/ywdQt25devXqxapVq9i3bx/ZvuFZnfp/+8UXXzB37lwiIyMZOXIkn3zyCb/73e9KPZsViipERLi3dyvS9hxlTtJ2p+NUesUZE8NpecfkmDZtGoMHD3Ykh6py22230bZtW37/+9/7Vb6MjAz2+YYlPXr0KIsXL6Zt27b06tWL2bNnO5rt6aefZtu2baSmpjJjxgx69+7Nf/7zn9LPVtjJi4o82cnswuXm5uo1k1ZowrPLNDunag+XWh7mz5+vrVq10qioKJ0wYYKjWUaOHKmNGzdWj8ej4eHh+vrrr2tmZqb27t1bo6OjtU+fPpqVleVIts8++0wB7dChg3bq1Ek7deqk8+fP94t8a9eu1djYWO3QoYPGxMTo448/rqqqmzZt0q5du2rLli116NCheuzYsXLPlteyZct0wIABJc5GESezizUeRUVjXXgUbcH3O7jrP98weWQsg2P961CIMcYZF9KFh6mEroppTOtGNfnXJxvJza18fygYY0qXFYoqyOUS7undipTdh1j4w06n4xhj/JwViipqQIcwokJr8MLSFGtVGGOKZIWiinK7hHt6RfPTzoMs+dH5m6yMMf7LCkUVNqhTE5rXr84Ln6RQGS9qMMaUDisUVZjH7WJcQkvWpR9g+XobZ9yUjSeffJKYmBg6duxIbGwsX331FZMmTeLIkSNORzPFZIWiiruucwThdYOZvNRaFab0rVq1innz5vHNN9/w3XffsWTJEpo2bWqFooKxQlHFBXpc3N0rmqS0fSxOtnMVpnTt2LGDBg0aEBQUBECDBg2YPXs227dvp1evXvTq1QuARYsW0aNHD7p06cKwYcM4dOgQAJGRkTz44IN06NCBbt26sXHjRgBmzZpF+/bt6dSpE1dccYUzX64KcaRQiEiIiCwWkRTfY71Ctvs/EVnnm0aUd86qYnh8BFENavDMx+vJtj6gTCm68sorSUtLo3Xr1owbN45PP/2Ue++9lyZNmrBs2TKWLVtGZmYmEyZMYMmSJXzzzTfEx8fz/PPPn36POnXq8P3333PPPfcwfvx4AJ544gk+/vhj1q5dy9y5cx36dlWHUy2Kh4GlqtoKWOpbPoOIDAC6ALFAd+ABEal99nbmwnncLh68ug0bdx9i9hrrWdaUnpo1a7JmzRqmTJlCaGgoI0aMYOrUqWds8+WXX5KcnMyll15KbGws06ZNY+vWX8Z4v+GGG04/rlq1CoBLL72U0aNH89prr5GTY4NxlbVzjZldVgYDCb75acBy4KGztmkHrFDVbCBbRL4DrgbeLaeMVcpVMY3p3Kwu/1iygcGx4Ta2tik1brebhIQEEhIS6NChw+lO/k5RVfr168f06dMLfH3ersVPzb/yyit89dVXzJ8/n7i4ONasWUP9+vXL7ktUcU61KBqp6g7f/E6gUQHbrAWuFpHqItIA6AU0LWA7AERkjIgkikhiRoZdwXO+RIQ/XtOWXQeO8+8vtjgdx1QS69evJyUl5fRyUlISzZs3p1atWhw8eBCAiy++mC+++OL0+YfDhw+zYcOG06+ZOXPm6ccePXoAsGnTJrp3784TTzxBaGjoGd25m9JXZi0KEVkCNC5g1Z/zLqiqiki+y21UdZGIdAVWAhnAKqDQNqaqTgGmgLdTwAuIXmV1axFC37YNeWX5Jm7o1oyQGoFORzIV3KFDh/jtb3/Lvn378Hg8REdHM2XKFKZPn87VV199+lzF1KlTueGGGzh+/DgAEyZMoHXr1gDs3buXjh07EhQUdLrV8Yc//IGUFO+Ven369KFTp06OfceqwJHeY0VkPZCgqjtEJAxYrqptzvGa/wLvqOpH53p/6z225DbsOsjVk1bwm0tb8Mi17ZyOY6q4yMhIEhMTadCggdNRKj1/7D12LjDKNz8KmHP2BiLiFpH6vvmOQEdgUbklrKJaN6rF0LgI3l61lbQ9dp27Mca5QjER6CciKUBf3zIiEi8ir/u2CQA+E5FkvIeUfu07sW3K2H39WiMCzy/ecO6NjSlDqamp1prwA45c9aSqWUCfAp5PBG73zR/De+WTKWdhdYL5zaUteHXFJm6/vAUxTeo4HckY4yC7M9sU6K6EltSuFsDEBT85HcUY4zArFKZAdYIDuKdXNJ+lZPJ5SqbTcYwxDrJCYQp1c4/mhNcNZuLCH21wI2OqMCsUplDVAtzcf2Vr1qUfYN73O879AmNMpWSFwhRpcGw4FzWuxf8t+InDx+2iM2OqIisUpkhulzDhV+1J33eU5xbZ5bLGVEVWKMw5xUeG8OuLmzF15RbWpu1zOo4xppxZoTDF8uDVFxFaK4iH3/+ekzZmhTFVihUKUyy1qwXw+KD2/LjjAK9/Zr3LGlOVWKEwxXZ1+8ZcFdOISUs2kJp52Ok4xphyYoXCnJfHB7Un0O3izx98jxM9Dxtjyp8VCnNeGtepxoPXXMQXG7N475t0p+MYY8qBFQpz3m7q1oy45vWYMD+ZzEPHnY5jjCljVijMeXO5hInXd+Dw8WwmzEt2Oo4xpoxZoTAl0qpRLe5KiOaDpO18usHGKDemMrNCYUrs7l4taRlagz//73uOnLDuPYyprKxQmBIL8rh5+vqObNt7lKc/snErjKmsHCkUIjJMRH4QkVwRKXAwb992V4vIehHZKCIPl2dGUzzdWoRw+2UtePvLrfzv221OxzHGlAGnWhTrgOuBFYVtICJu4EXgGrxDot4gIjY0qh966JqL6NYihD++/z3J2w84HccYU8ocKRSq+qOqrj/HZt2Ajaq6WVVPADOAwWWfzpyvALeLF2/sQp3gAMa+k8i+IyecjmSMKUX+fI4iHEjLs7zN91yBRGSMiCSKSGJGhl2FU95CawXx8q/j2Ln/GONnJtmIeMZUImVWKERkiYisK2Aqk1aBqk5R1XhVjQ8NDS2LjzDn0KVZPR4bGMPy9RlMWpridBxjTCnxlNUbq2rfC3yLdKBpnuUI33PGj93UvRlJaft4YWkKnSLq0KdtI6cjGWMukD8fevoaaCUiLUQkEBgJzHU4kzkHEe+IeO3DazN+ZpL1MmtMJeDU5bHXicg2oAcwX0Q+9j3fREQ+AlDVbOAe4GPgR+BdVf3Bibzm/FQLcPPyTXG4XcLYt9fYzXjGVHBSGbuKjo+P18TERKdjVHkrNmQw6s3VDOzYhMkjYxERpyMZYwohImtUtcD72vz50JOp4K5oHcoDV7Zh7trtPL94g41fYUwFVWYns40BuKtnS37OOsI/P9lIrioPXNnGWhbGVDBWKEyZcrmEp6/vgMslvLhsE9m5ysNXX2TFwpgKxAqFKXMul/Dkr9rjcQmvfrqZnBzlzwPaWrEwpoKwQmHKhcslPDE4BrdLeP3zLWTnKo8NbGfFwpgKwAqFKTciwmMD2+F2CW98voXs3FyeGNQel8uKhTH+zAqFKVciwl8GtMXj9h2GyoUnf2XFwhh/ZoXClDsR4eGrL8LjO8Gdk5vLU9d1wOO2q7WN8UdWKIwjRIQHrmyD2+XihaUpbMk8zOSRnWlSN9jpaMaYs9ifcMYxIsLv+7Vm8shYkrcfoP8Ln7E4eZfTsYwxZ7FCYRw3ODacefdeTkS9YO54K5G/zv2B49k5TscyxvhYoTB+oUWDGrx31yWMviSSqStTGfLySrZYz7PG+AUrFMZvBHnc/HVQDK/dEk/anqNc+8JnzEmyIUiMcZoVCuN3+rVrxEe/u5y2YbX53Ywk7n93LRkHjzsdy5gqywqF8UvhdYOZMeZi7ukVzQdJ6fR8dhnPL97AoeM2toUx5c0KhfFbHreLB65qw+L7riChTSgvLE0h4dllvLUqlRPZuU7HM6bKcGqEu2Ei8oOI5IpIgQNl+Lb7t4jsFpF15ZnP+Jeo0Jq8dFMc/xt3CS1Da/LonB/o949Pmffddhvjwphy4FSLYh1wPbDiHNtNBa4u8zSmQujcrB4zxlzMm6O7Us3j5p7/fsvgF79g2frd5OZawTCmrDhyZ7aq/gics+dQVV0hIpHlkclUDCJCr4sackXrUN7/ZhvPL97Ab978mvC6wQyPb8qw+Ai7u9uYUmZdeJgKye0ShsU3ZVBsExb9sIuZX6fxjyUbmLx0Az1bhzKiazP6tG1IgPUfZcwFK7NCISJLgMYFrPqzqs4pg88bA4wBaNasWWm/vfFTQR43Azs1YWCnJvycdYRZa9J4NzGNO99ZQ4OagQyJi2BgxybENKltY18YU0Li5MlAEVkOPKCqiUVsEwnMU9X2xX3f+Ph4TUws9C1NJZedk8uKlAxmrE5j6U+7yclVGtQM4orWDejZOpTLW4USUiPQ6ZjG+BURWaOqBV5cZIeeTKXjcbvofVEjel/UiIyDx1mxIYNPN2Sw7KfdvP9NOiLQMbwOPVuHckXrUDpE1CHI43Y6tjF+y5EWhYhcB/wTCAX2AUmqepWINAFeV9X+vu2mAwlAA2AX8JiqvnGu97cWhSlITq7yffp+Pl2fwYqUDL79eS+5CgFuoXWjWnQIr0P78Dp0CK/DRWG1rHiYKqWoFoWjh57KihUKUxz7j5xk5aZM1m7bz7r0/Xyfvp/9R08C4HF5i0f78NpEhdYksn4NIhtUp3lIDYIDrYCYyscKhTHFoKps23uU731FY136fpK3HyDr8IkztmtcuxrN61cnsn4NmtWvTqPa1WhYK+j0Y93qAXbi3FQ4do7CmGIQEZqGVKdpSHX6dwg7/fz+oyf5OesIqVmH2Zp1mC2ZR9iadZilP+0m81D+zgoD3S5CawXRqHYQDWp6C0fd6oHUCQ6gbvUA6lUPpG5wAHWqB1C7WgDVA93UCPIQ5HFZgTF+yQqFMedQJziADhF16BBRJ9+6oydy2H3wGLsPHmfXgWPsOnDcu3zAu7w16whrt51g75GT5+yfyuMSagR5qBnkOV08ggPcVAtwUS3A7ZtcBHl+mQ/0uAh0uwhwe+dPPQa6hQC3C4/bhccl3skteFwu3C7vOrcL3C4XbhFcLu+9KW4R76NLcLkElwguAZcIIni39c1bUas6rFCcJSEhId9zw4cPZ9y4cRw5coT+/fvnWz969GhGjx5NZmYmQ4cOzbf+rrvuYsSIEaSlpXHzzTfnW3///fczcOBA1q9fz9ixY/Ot/8tf/kLfvn1JSkpi/Pjx+dY/9dRTXHLJJaxcuZI//elP+dZPmjSJ2NhYlixZwoQJE/Ktf/XVV2nTpg0ffvghzz33XL71b7/9Nk2bNmXmzJm8/PLL+dbPnj2bBg0aMHXqVKZOnZpv/UcffUT16tV56aWXePfdd/OtX758OQB///vfmTdv3hnrgoODWbBgAQB/+9vfWLp06Rnr69evz3vvvQfAH//4R1atWnXG+oiICN555x0Axo8fT1JS0hnrW7duzZQpUwAYM2YMGzZsOGN9bGwskyZNAuDXv/4127ZtO2N9jx49ePrpp2levwZDhgwhKyvrjPV9+vThkUceAeCq/tdy+CTkeqqR66lGjieYjnHduLxXXw6fyGHKv6eR6w5knzuQva5Act2B1G/UmHoNGnLkeDY/b9uOujzkujyoywMu5//5Ct4Co6rk5GQjKOQ5nF0tKAiPx01OdjbHjh0FBd9/AKV2rdp4PB6OHz/GkcOHTz9/6iEkJASPx82RI0c4dOhQntd6NQwNxe12c+jQIQ4dPJgvX1hYY1wuF/v37+fQwUN51njfp2nTpgDs2bOHw4fPHCjLJUJERAQAWVlZHD5y5IzXu91uwsPDAcjIyODo0aOn9wmAx+OhSZMmAOzatYvjx89sfQYGBtK4sfdWs507d3LihO8Qp2//VatWjUa+9enp6WSfPHnG64OrV6dhw4YAbEtLIycnh87tWvPunT3y7YcL5fxPmjFVhEtz8Jw8Cid/+YXVtlobRl/aAoBZj3+W7zXDOw5n3LghBf6Rogi/vmUUI268iV27M/nN7Xeg4kbFDS7v43VDhtAzoTc7du3m6Yn/h4oLFRf4Hvv3H0DH2M5s376DaW+/jSIgLhBBEfr260d0dCvSt29n7ofzQAQQ73sAvXr1JjwinLS0dJZ/+qlvPYCACD179qRBaChbf07j669//GUdgAiXtL+CunXrsjV1K2u3bfrly/nep1tsM2rUqMHmzVv4KX2r93vnacl06dySoGpBbNq4l43b8w9y1alrGzxuN+uPZvDz4R351ncI996e9ePB7Ww/vPOMfG63m5jwGAB+2JtG9uFdvv3uFRQURLuwtgB8l5FKzuHMPN8fqgcHc1HYRQAc27mJvUf2nfHZNV21uCisNQCHtm3g4JEzC12toLq0aVQLgH2p+zly9MgZ6+tUr396fdamfRw/cZyo0M75vmNpsJPZxhhjijyZbR3hGGOMKZIVCmOMMUWyQmGMMaZIViiMMcYUyQqFMcaYIlmhMMYYUyQrFMYYY4pkhcIYY0yRKuUNdyKSAWwt4csbAJmlGKc0WbaSsWwlY9lKpqJma66qoQWtqJSF4kKISGJhdyc6zbKVjGUrGctWMpUxmx16MsYYUyQrFMYYY4pkhSK/KU4HKIJlKxnLVjKWrWQqXTY7R2GMMaZI1qIwxhhTJCsUxhhjimSFwkdErhaR9SKyUUQedjpPXiKSKiLfi0iSiDg+IpOI/FtEdovIujzPhYjIYhFJ8T3W86NsfxWRdN/+SxKR/OPZln2upiKyTESSReQHEfmd73nH91sR2fxhv1UTkdUistaX7XHf8y1E5Cvfv9eZIhLoR9mmisiWPPsttryz5cnoFpFvRWSeb7lk+01Vq/wEuIFNQBQQCKwF2jmdK0++VKCB0zny5LkC6AKsy/PcM8DDvvmHgf/zo2x/BR5weJ+FAV1887WADUA7f9hvRWTzh/0mQE3ffADwFXAx8C4w0vf8K8BdfpRtKjDUyf2WJ+Pvgf8C83zLJdpv1qLw6gZsVNXNqnoCmAEMdjiT31LVFcCes54eDEzzzU8DflWemU4pJJvjVHWHqn7jmz8I/AiE4wf7rYhsjlOvU4OMB/gmBXoDs33PO7XfCsvmF0QkAhgAvO5bFkq436xQeIUDaXmWt+En/1B8FFgkImtEZIzTYQrRSFVPjV6/E2jkZJgC3CMi3/kOTTlyWOwUEYkEOuP9C9Sv9ttZ2cAP9pvv8EkSsBtYjLf1v09Vs32bOPbv9exsqnpqvz3p22//EJEgJ7IBk4AHgVzfcn1KuN+sUFQMl6lqF+Aa4G4RucLpQEVRb7vWb/6yAl4GWgKxwA7gOaeCiEhN4D1gvKoeyLvO6f1WQDa/2G+qmqOqsUAE3tb/RU7kKMjZ2USkPfBHvBm7AiHAQ+WdS0SuBXar6prSeD8rFF7pQNM8yxG+5/yCqqb7HncD/8P7j8Xf7BKRMADf426H85ymqrt8/6BzgddwaP+JSADeX8T/UdX3fU/7xX4rKJu/7LdTVHUfsAzoAdQVEY9vleP/XvNku9p3KE9V9TjwJs7st0uBQSKSivdQem9gMiXcb1YovL4GWvmuCAgERgJzHc4EgIjUEJFap+aBK4F1Rb/KEXOBUb75UcAcB7Oc4dQvYp/rcGD/+Y4PvwH8qKrP51nl+H4rLJuf7LdQEanrmw8G+uE9h7IMGOrbzKn9VlC2n/IUfsF7DqDc95uq/lFVI1Q1Eu/vs09U9SZKut+cPivvLxPQH+/VHpuAPzudJ0+uKLxXYa0FfvCHbMB0vIciTuI9znkb3uOfS4EUYAkQ4kfZ3ga+B77D+4s5zIFcl+E9rPQdkOSb+vvDfisimz/st47At74M64BHfc9HAauBjcAsIMiPsn3i22/rgHfwXRnl1AQk8MtVTyXab9aFhzHGmCLZoSdjjDFFskJhjDGmSFYojDHGFMkKhTHGmCJZoTDGGFMkKxTGXAAR+bOv59DvfD2FdheR8SJS3elsxpQWuzzWmBISkR7A80CCqh4XkQZ4ex9eCcSraqajAY0pJdaiMKbkwoBM9XbVgK8wDAWaAMtEZBmAiFwpIqtE5BsRmeXrU+nUOCPPiHeskdUiEu17fpiIrPONc7DCma9mzC+sRWFMCfl+4X8OVMd7V/VMVf3U179OvKpm+loZ7wPXqOphEXkI792wT/i2e01VnxSRW4DhqnqtiHyPt8+gdBGpq95+hIxxjLUojCkh9Y5FEAeMATKAmSIy+qzNLsY7CNAXvu6oRwHN86yfnuexh2/+C2CqiNyBd1AtYxzlOfcmxpjCqGoOsBxY7msJjDprE8E7TsENhb3F2fOqeqeIdMc76MwaEYlT1azSTW5M8VmLwpgSEpE2ItIqz1OxwFbgIN4hRQG+BC7Nc/6hhoi0zvOaEXkeV/m2aamqX6nqo3hbKnm7wDem3FmLwpiSqwn809fVdDbeHjnHADcAC0Vku6r28h2Omp5npLO/4O2pGKCeiHwHHPe9DuBZXwESvD3Lri2PL2NMYexktjEOyXvS2+ksxhTFDj0ZY4wpkrUojDHGFMlaFMYYY4pkhcIYY0yRrFAYY4wpkhUKY4wxRbJCYYwxpkj/D3rgE2GytWidAAAAAElFTkSuQmCC" - }, - "metadata": { - "needs_background": "light" - } - } - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "We have learned how to efficiently find the ground state energy of a molecule using the PennyLane/Braket pipeline!" - ], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "## Running VQE with `shots>0`\n", "\n", "In the above example, we computed exact expectation values of our Hamiltonians, and were able to do so with a single evaluation each. This relies on the simulator having access to the exact state, and isn't possible if the device estimates the expectation with shots, like in the case of a QPU.\n", "\n", "Suppose we want to estimate the expectation value of the electronic Hamiltonian `h` with a finite number of shots. This Hamiltonian is composed of 15 individual observables that are tensor products of Pauli operators:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 16, - "source": [ - "print(\"Number of Pauli terms in h:\", len(h.ops))" - ], + "metadata": {}, "outputs": [ { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ "Number of Pauli terms in h: 15\n" ] } ], - "metadata": {} + "source": [ + "print(\"Number of Pauli terms in h:\", len(h.ops))" + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "A straightforward approach to measuring the expectation value would be to run the circuit 15 times, each time measuring one of the Pauli terms that form part of the Hamiltonian `h`. However, we can be more efficient. The Pauli terms can be separated into groups (see PennyLane's [grouping](https://pennylane.readthedocs.io/en/stable/code/qml_grouping.html) module) that share a basis, and thus can be measured concurrently on a single circuit. Elements of each group are known as qubit-wise commuting observables. The Hamiltonian `h` can be split into 5 groups:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 17, - "source": [ - "groups, coeffs = qml.grouping.group_observables(h.ops, h.coeffs)\n", - "print(\"Number of qubit-wise commuting groups:\", len(groups))" - ], + "metadata": {}, "outputs": [ { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ "Number of qubit-wise commuting groups: 5\n" ] } ], - "metadata": {} + "source": [ + "groups, coeffs = qml.grouping.group_observables(h.ops, h.coeffs)\n", + "print(\"Number of qubit-wise commuting groups:\", len(groups))" + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "Practically, this means that instead of executing 15 separate circuits, we just need to execute 5. This saving can become even more pronounced as the number of Pauli terms in the Hamiltonian increases. For example, switching to a larger molecule or a different chemical basis set can increase both the number of qubits and the number of terms.\n", "\n", "Fortunately, the PennyLane/Braket pipeline has builtin support for pre-grouping the observables in a Hamiltonian to minimize the number of device executions, saving both runtime and simulation fees when using remote devices." - ], - "metadata": {} + ] }, { - "cell_type": "markdown", - "source": [ - "![grouping.png](attachment:grouping.png)" - ], - "metadata": {}, "attachments": { "grouping.png": { "image/png": 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" } - } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![grouping.png](attachment:grouping.png)" + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "To take advantage of grouping, we must instruct PennyLane to break up each Hamiltonian into qubit-wise commuting groups. We do this by computing the groups and storing them with the Hamiltonian; the device will use this information when to create the circuits to run." - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 18, + "metadata": {}, + "outputs": [], "source": [ "h.compute_grouping()\n", "S2.compute_grouping()" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "Next, we instantiate the device, but this time with nonzero `shots`:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 19, + "metadata": {}, + "outputs": [], "source": [ "dev = qml.device(\"braket.local.qubit\", wires=qubits, shots=1000)" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "And redefine our cost functions" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 20, + "metadata": {}, + "outputs": [], "source": [ "wires = dev.wires.tolist()\n", "\n", @@ -607,27 +611,23 @@ "\n", "def spin(params):\n", " return -0.5 + np.sqrt(1 / 4 + S2_expval(params))" - ], - "outputs": [], - "metadata": {} + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "Finally, we run the VQE experiment and get our expectation estimates:" - ], - "metadata": {} + ] }, { "cell_type": "code", "execution_count": 21, - "source": [ - "energies, spins = run_vqe(energy_expval, spin, opt, params, iterations)" - ], + "metadata": {}, "outputs": [ { - "output_type": "stream", "name": "stdout", + "output_type": "stream", "text": [ "Completed iteration 5\n", "Energy: -0.5653771374868682\n", @@ -666,18 +666,20 @@ ] } ], - "metadata": {} + "source": [ + "energies, spins = run_vqe(energy_expval, spin, opt, params, iterations)" + ] }, { "cell_type": "markdown", + "metadata": {}, "source": [ "We see that we get pretty close to the values found through exact calculation! In this experiment, we used the local simulator, but the same steps apply for QPUs, or any simulator that uses a nonzero number of shots!\n", "\n", "
\n", "What's next? The qchem folder contains additional molecular structure files for different atomic separations of molecular hydrogen. Pick one of the separations and find the ground state energy. How does the ground state energy change with atomic separation? \n", "
" - ], - "metadata": {} + ] } ], "metadata": { diff --git a/examples/pennylane/4_Simulation_of_noisy_quantum_circuits_on_Amazon_Braket_with_PennyLane.ipynb b/examples/pennylane/4_Simulation_of_noisy_quantum_circuits_on_Amazon_Braket_with_PennyLane.ipynb index 7ebf36451..0dbf9bda4 100644 --- a/examples/pennylane/4_Simulation_of_noisy_quantum_circuits_on_Amazon_Braket_with_PennyLane.ipynb +++ b/examples/pennylane/4_Simulation_of_noisy_quantum_circuits_on_Amazon_Braket_with_PennyLane.ipynb @@ -54,7 +54,9 @@ "\n", "import matplotlib.pyplot as plt\n", "import networkx as nx\n", - "from scipy.stats import unitary_group" + "from scipy.stats import unitary_group\n", + "\n", + "%matplotlib inline" ] }, { @@ -826,4 +828,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +} diff --git a/examples/quantum_annealing/Dwave_MaximumCut.ipynb b/examples/quantum_annealing/Dwave_MaximumCut.ipynb index 51738a250..e287dbd88 100644 --- a/examples/quantum_annealing/Dwave_MaximumCut.ipynb +++ b/examples/quantum_annealing/Dwave_MaximumCut.ipynb @@ -109,8 +109,10 @@ "outputs": [ { "data": { - "text/plain": "
", - "image/png": 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\n" 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", 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\n" + "image/png": 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", + "text/plain": [ + "
" + ] }, "metadata": {}, "output_type": "display_data" @@ -373,9 +377,9 @@ ], "metadata": { "kernelspec": { - "name": "python3", + "display_name": "Python 3", "language": "python", - "display_name": "Python 3" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -387,9 +391,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.9" + "version": "3.7.12" } }, "nbformat": 4, "nbformat_minor": 4 -} \ No newline at end of file +} diff --git a/examples/quantum_annealing/Dwave_MinimumVertexCoverProblem.ipynb b/examples/quantum_annealing/Dwave_MinimumVertexCoverProblem.ipynb index a4f3d7d38..2f162c7ba 100644 --- a/examples/quantum_annealing/Dwave_MinimumVertexCoverProblem.ipynb +++ b/examples/quantum_annealing/Dwave_MinimumVertexCoverProblem.ipynb @@ -42,7 +42,9 @@ "import networkx as nx\n", "import dwave_networkx as dnx\n", "from dimod.binary_quadratic_model import BinaryQuadraticModel\n", - "from dwave.system.composites import EmbeddingComposite" + "from dwave.system.composites import EmbeddingComposite\n", + "\n", + "%matplotlib inline" ] }, { @@ -781,4 +783,4 @@ }, "nbformat": 4, "nbformat_minor": 4 -} \ No newline at end of file +}