From 0f9c9c9f9f8310b38b9f248dc3d40ff2432df6e5 Mon Sep 17 00:00:00 2001 From: liushusen Date: Tue, 19 May 2020 19:29:42 +0800 Subject: [PATCH] tutorial update --- tutorial/GIBBS.ipynb | 11 +++-------- tutorial/QAOA.ipynb | 24 ++---------------------- tutorial/QAOA_En.ipynb | 24 ++---------------------- tutorial/SSVQE.ipynb | 2 +- tutorial/VQE.ipynb | 9 ++------- tutorial/VQSD.ipynb | 7 ------- 6 files changed, 10 insertions(+), 67 deletions(-) diff --git a/tutorial/GIBBS.ipynb b/tutorial/GIBBS.ipynb index 2ffec8f..91d9fd7 100644 --- a/tutorial/GIBBS.ipynb +++ b/tutorial/GIBBS.ipynb @@ -95,17 +95,12 @@ ] }, { - "attachments": { - "Ugibbs.jpg": { - "image/jpeg": 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- } - }, "cell_type": "markdown", "metadata": {}, "source": [ "## 搭建量子神经网络\n", "- 在这个案例中，我们将通过训练量子神经网络QNN（也可以理解为参数化量子电路）来训练吉布斯态。这里，我们提供一个简单的4量子位的量子电路如下：\n", - "![Ugibbs.jpg](attachment:Ugibbs.jpg)\n", + "![Ugibbs.jpg](https://release-data.cdn.bcebos.com/PIC%2FUgibbs.jpg)\n", "\n", "- 我们预设一些该参数化电路的参数，比如宽度为4量子位，其中第1个量子位是辅助系统，第2-4个量子位是最后产生吉布斯态的系统。\n", "\n", @@ -183,7 +178,7 @@ "- 具体的我们参考的是[4]中的方法（核心思想是利用吉布斯态达到了最小自由能的性质）。\n", "- 通过作用量子神经网络$U(\\theta)$在初始态上，我们可以得到输出态$\\left| {\\psi \\left( {\\bf{\\theta }} \\right)} \\right\\rangle $, 其在第2-4个量子位的态记为$\\rho_B(\\theta)$.\n", "- 设置训练模型中的的损失函数，在吉布斯态学习中，我们利用冯诺依曼熵函数的截断来进行自由能的估计，相应的损失函数参考[4]可以设为 \n", - "$loss= {L_1} + {L_2} + {L_3}$，其中${L_1} = tr(H\\rho_B)$, ${L_2} = 2{\\beta ^{ - 1}}{\\mathop{\\rm Tr}\\nolimits} \\left( \\rho_B^2 \\right)$, $- {\\beta ^{ - 1}}\\frac{{Tr(\\rho_B^3) + 3}}{2}$." + "$loss= {L_1} + {L_2} + {L_3}$，其中${L_1} = tr(H\\rho_B)$, ${L_2} = 2{\\beta ^{ - 1}}{\\mathop{\\rm Tr}\\nolimits} \\left( \\rho_B^2 \\right)$, $L_3 = - {\\beta ^{ - 1}}\\frac{{Tr(\\rho_B^3) + 3}}{2}$." ] }, { @@ -353,4 +348,4 @@ }, "nbformat": 4, "nbformat_minor": 1 -} \ No newline at end of file +} diff --git a/tutorial/QAOA.ipynb b/tutorial/QAOA.ipynb index 2b944ed..b75607a 100644 --- a/tutorial/QAOA.ipynb +++ b/tutorial/QAOA.ipynb @@ -70,11 +70,6 @@ ] }, { - "attachments": { - "ring4.png": { - "image/png": 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y/zqxCJ2ijR2EU0eOEH8mTa/Yys99bRbmPaJO791iXb3Eb6zdckDXDGqnIXUWZf/16sEXayfRLFr7vfUTMwPGB+0g5BKJ5DAuBMGakc9HdTQFne9I2yNRXGSwoRNe8MgU7TFpRnq9IVbk91OPvTBJF1eL3EK5AAVxt4hHOk3/NEnt+2CA+LNpesQMUhzx5bwubTGOvfvLt/QSH+Iv3vtig66zR7t/JdZUfdp3g5gkk2mwXRr6GpwyQRLHyBCUHomWv9lO7JySsWjEnyIhKL0uaU+iwTii9HpD/Hxc7V3gw3/9TCy8WOoxwlvfi1mj0s+m6RPLddYPeNRzbdrizRtnkvoLrP1Dvfyu12Kxnurzd70X6+/PHTfP+omZw7nhNifKJI6RIYhHou5Zouh8pI4pGeMZD7RNJDjdjhk0WhfWYy/NEwsvlpjGje8dPnCs+LNp+sVOM3XtP1rQ7W5uxO0jWnSpHUJ4su8asZ7qE9+H78fPyQZ2X8NJMoljZAiCb8d3jOpc0OlUftJb7JQSNdFHm/aFmeiawT93q50QgwkvUuHF8om85fp7H3jhA/F1Sult72v3ri9CEGN89gL4ht7VcdeY1GBsCB5e+1VUCMLvxz8nhkqiJhuCuCuUXq/Px154q7Yw4x2ovyW+B997X9t3xNcppbe1F7/74XGoPdGloUcj2UcvcUwwOYwNQRxns6DzXZEAxHrBXa89K4ZKomYrBHknSGlmxLII1EuiE2Mey/mn/v6/f7zG6pkSp3fv3rrfQBjiLi8WuPOzQ5OnSCSHsSEINr/bp3Zh8vzJaZkdmq0QtMcEm/eYLxZeLO0xwUQm1VAaNn/Xa5H1pnG6XvIgtYnlgx1ql0gsWJX80VrYExR3dXYQ4o4QX3ODr9sBiEeoUhvScIwOQezOoampUZe+GSkGSjJmKwTt2aHYIUYqvFg26/KF/l68Q5Vep5Q6vBV8CEDUTLx3g9g+Dd+HEyaqrlTX9kVJgjs8e2zQFp9jxxj31/E1BmDyGB2CTq7tWi4GSjImEoLYZs2+SBOdGHMwv79q1u6t2m2cYuwU4xaPT+11gthyTfrZNPtiOQ/WFerPv+inqvd/q69hrCXEgb3nK/bpz0lmwLZn2Dbt/rZTGjwE8cTLy/W4O0Jwy67UL3vB3R4ej0qBiK9zNmjqCEwI3rx8XncoeCx6dHpXT8eTiNlaIgGxzg8F1uCdLPQ72g/090waNkr8mdS/VswZdXt8u9vd6sf1mV93Fmaw2B21c/+fptS7NAl79toBOOLdIusnEFMJTAhe+OkHte2NDnr3mBW97xM7mnhNJNASCU5J7P/5310m1AbhrXDDhBepIGHLPitutZmh2z7daaI6Pauv+DOpP8XBvbhu7RC03T5zFHeZyRDY+xOTW1BDsGnHT1SL3CXq931X6xrDv/j8oU6zIm3GTF2essegJHsEIgT3fD3Z04Hg7Depw4lXOwQbOr6Ho5bQvm2zO8TX4xEnQthBiHeemMmGgXycIAHxMb5mvytFAJa8N1j8WdS/7nvjuToP7MUuM9gcgmQG7CVqL6Cvy/tu3S0Wrt9rfQcxnUCE4PHtazydR6o21UaYIdQQbtLrbu1DdnFHKL0er7irw1mBUjE6HTVorDo+k3eApnp4Sge1uOvtJT9Ol+Q+pE7srB03JOnn1NlLKv+bzarLq/+InDJ//5/f15tlY/IM3oCS4BCYx6HLB7WK6jiwg8yp/J5ihxOP9uPNhhyW69w3NJUH68Itt+7wpo8coR/ToCAhPkZRbpzCu78giOt1Vd4DUdexLbYJ3LdgmnW1k0ziHn6AJDgEJgQPrJjt6Ti2jWwtdjbxat/dxTosF6Fnt8OsUqlNKpQKUmpHzRSzRrcOe9JzLdtunNRTbxRBModUcyQ4BCYEsWYQj42cHUaqjlhyHpaLx6PuA3MxXmifI4h/na+lWqkgpXbUbHFyPXZBcl7PtlxGkVmkmiPBITAhCKQJMqnaSg2POvGY0w5DhB3WDzq/hs9T/RjUrVSQUjtqvljqU9TjHs81DQ+ummtd9STdSDVHgkOgQvDahcqo/URhYc5vby9MTlIEHB512nd9ECGIu8NUTYSpT6kgpXY0GFbOzFUbXGcUfje1n3XFk0wg1RwJDoEKQYC1Vc4OA5al4cDdbCkVpNSOBsvSsc/oZRQrc5uoi3NfUdePcop+ppBqjgSHwIXgpeOHPAfuLuvVWOxYTFQqSKkdDZ4/Tul4e8azY7u103u3qNXD23A9YZqQao4Eh8CFIMAMOmcIQuzX6O5UTFQqSKkdDYeVy6ZFJoTh3zNlJVYVkFQh1RwJDoEMwXOHdntCcHVeU7ETMU2pIKV2NPhivBBPOZzXOfYdrSgusCqBpAKp5khwCGQIgm/Hd9SdwsJu96jto55SlZ/0FjsS05QKUmpHg+/+CW2jAtApZkqT1CDVHAkOgQ1BjJOUFebrhcVVy6eInYiJSgUptaPhEPuOYnckKQhx6DQX1iePVHMkOAQ2BJ3cOF4mdiAmKhWk1I6Gx4r3OtW57ygmzFw5e9KqBJIIUs2R4BCKEAT23WCq1gxmS6kgpXY0XJ76qIc+QkwKQkyYwTg5SQyp5khwCE0IXvtxp949Bu+YsWO/1JGYoFSQUjsaPvXC+oHNxSDEhJmjW3gAbCJINUeCQ+BDEIeSYmzQua8oduqXOhETlApSakfDKyaCOQPQKWeOxo9UcyQ4hOJOcN24Fz2dganrBqWClNrRcIvr270B94pXWnOiTAJINUeCQyhCEDNFnZ0BXNbjXiPHB6WClNpRenRqF7W422/09b6o613qXPGXVkWQeJBqjgSH0IwJSrvIYHq51Hn4WakgpXaUQmyztrbvw3oGKT6/UjxbqZoaXRO4K6wsL9Ufk7qRao4Eh9CEIM5fc+8pinfJqThvMJNKBSm1o7Quq4omq5qLlXpDCU6YqR+p5khwCE0Igq3TB0eFIEzVeYOZUipIqR2lsdz06h8jNYA3hwdW3LpDJCJSzZHgEKoQrDpZ4TlvEKfPn/m4l9hR+FGpIKV2lNZl6Zino2rAdveXb1mVQpxINUeCQ6hCEJTOGucp/k1DWoidhR+VClJqR2ld4kimhV3u9NQBxNMSLCsit5FqjgSH0IUgTp9fmBO98z4OKz3yfmexw/CbUkFK7SiN5bHp3VRhzt1RdWBbPLE7l1I4kGqOBIfQhSDA+Ie78HFit9RZ+E2pIKV2lNYnZo7WtdXampHPc89RC6nmSHAIZQjicc/Koc9EFT3GBvHuWOos/KRUkFI7ShsitlrDEgpnLdguH9RKXfjpB6tqwotUcyQ4hDIEgb2AHjPjtrzezpjJMVJBSu0obajYNGLjKy08IQh5Wj1DMOiENgTBvgXT9PrBmqqz6uKcgWIH4TelgpTaURqvde05ijH06qrzVtWED6nmSHAIdQg6ubazSOwY/KZUkFI7ShPx+/HP6YlizhA8smmJVSXhRKo5EhwYghY3b1SrSwvG6jGSPePbiB2EH5QKUmpHaaIefPuFyObbuya0VTdOHbSqJJxINUeCA0PQwcGCdyMbDpdNbCt2ENlWKkipHaXJiCVDO0Y/Vfv53EHq+k97rCqpHU8P01pCqeZIcGAI3gJrotaOaRf1CAhhiLtCd+eQbaWClNpRmlK/6KeqyzfpR6OYTBamtYRSzZHgwBC02DQ5NyoE4baRreUOIYtKBSm1ozTVYqeZBZ3uiNQH3jiGYS2hVHMkODAELaR9Red3bKROzOgudgjZUipIqR2lqRRnE7oP6YVYS3jp+CGrioKJVHMkODAEHez5erKnyNf1ayZ2CtlSKkipHaWpFGsJiwc399QHxFrCc4d2W1UUPKSaI8GBIejgRvVVtbTv454ix2w5qWPIhlJBSu0oTYcYInDXB8S5hJgwE0SkmiPBgSHooqK4wFPg2GjYL5NkpIKU2lGaLrGEyL2WEAY1CKWaI8GBISiAE7fdBb55aEuxQ8i0UkFK7ShNpwcmtRfHCBGEQVtcL9UcCQ4MQQFsGuyeJAMr3uskdgiZVCpIqR2l6RazRaUgxBKKIAWhVHMkODAE6wD7irqLu6jHPercrDyxQ8iUUkFK7SjNhAjCxV29bxgRhCd2BiMspJojwYEhWAfScUuwdMzTYmeQKaWClNpRmilxBJk7CLGGMCiL6aWaI8GBIRgDTPvGO1oU9bxOjfTMON4JUurVGYSrXm6qrlYEZ8mEVHMkODAE6wFrB3FHeO7gLnVp0d/EDiCTSgUptaM00yIINwx4tHYmtWu/USw/MhWp5khwYAjWAx6L2psFYzd97KEodQCZUipIqR2lWfdWrVw/vC2yN2/prHG6jkxDqjkSHBiCcXLlu/m6wE991EO/8/UUfpqVClJqR6kfrJyVp9YMezoyVmhiEEo1R4IDQzBOcO7g/nc6q4LOd6hlvRrr7aSk4k+XUkFK7SjNtngsuirvgUgA2m6Z2t+oo5ikmiPBgSEYB5fPHNNHyDgLevso68y1DCkVpNSO0mxb+UlvMQQhTm0xJQilmiPBgSEYB6f2bPQUM7aPwg77UieQDqWClNpR6gfruhuEGyf1NGIZhVRzJDgwBONk+8xRnmLO5GNRqSCldpT6RQTh6rymnrqBJqwnlGqOBAeGYJygYAvzHvEUc+nYZ8QOINVKBSm1o9RP4k0ilk+46wb6PQilmiPBgSGYAMdKVnoKGQfwZmK2qFSQUjtK/WasIMThvH49pV6qORIcGIIJsnX6YE8hr+h9X9ofi0oFKbWj1I+iPja+0sJTO9CvQSjVHAkODMEEqa46rxb1bOIp5JIRfxCLP1VKBSm1o9TPbh32pKd2cAzTmbISq8L8g1RzJDgwBJMAx8W4CxkeeqeDWPipUCpIqR2lftcZhAs636FOf7/Zqix/IdUcCQ4MwSQp+XBIVADCxd1+o8583Ess/GSVClJqR6kJIghxJiGOZLq87mOlamqsyvIPUs2R4MAQTBLMasNYhjsIceKEVPTJKhWk1I5SUzwxo3vkY2cQ4jxCP8walWqOBAeGYArAkUv2SfQ4cimdyyWkgpTaUWqqCMIj/7dYH2Pmh+UTUs2R4MAQTBFlhfn6jhCBiCKWijsVSgUptaPUVMvebKfmdfxV5KlKtoNQqjkSHBiCKcQ+M+1m9WV1cd5oscCTVSpIqR2lJnrk/c56K0I7AG3XjXsxa3uNSjVHggNDME3cOFmuz1PDvqI7Rqduk22pIKV2lJqqtHwCZmvTbanmSHBgCKaRfR//r95JBgVc/mY7seDjVSpIqR2lJuunIJRqjgQHhmAawPgFdsh3Fi/OH8RBvFLBx6NUkFI7Sk3XL0Eo1RwJDgzBNIACXTPyeU/xYif9ZLdVkwpSakdpEPRDEEo1R4IDQzBNVJ2s0NtAuYs32fFBqSCldpQGxeLBzT11BDMVhFLNkeDAEEwjFcUFnsLFzLeK9zqJxd4QpYKU2lEaFGOdPpGJIJRqjgQHhmCa2TK1v6dwC3PuVpWf9BYLvj6lgpTaURok6wpChiBJFoZgmsEkmaV9H/cU74aBzcVir0+pIKV2lAZNdxBuHNeOj0NJ0jAEM0BleaneAsoZgnDP+DZiscdSKkipHaVB1A5CiI+vfb/aqrL0IdUcCQ4MwQyxb8E0TwgmMj4oFaTUjtKgivCD9ud2EOJA3sNrv9IfpxKp5khwYAhmCDy2+XZ8R08Q4tilU/k9o4o8llJBSu0oDZMXS1dGTnMpL/rUqrrUINUcCQ4MwQxy7UKlKsx7JCoE8VincmauWNiSUkFK7SgNi3gTWdTjnkhNYegBB16nCqnmSHBgCGYYjA/i2CUU6t7Z8W+yLRWk1I7SsLiuX7OoN5Z2EJ7as9GquuSQao4EB4ZgFsD6wdN7t+iPr3w3XyzsupQKUmpHaVjEnWBhzm89QYjNKs6Uleg6Swap5khwYAhmm5oadXnl+5FiPja9m6fInUoFKbWjNEyibhZ3rT3Y2umS3IfUhZ9+sIotMaSaI8GBIegDbl4+r4581FsXMd7RxhojlApSakdp2MRZhAV//bUYhJg5mihSzZHgwBD0AQdXzVXzrCOXIMY4pCKHUkFK7SgNoz9O6SgeyouZo4kGoVRzJDgwBLMMHtVIC+nr2mhbKkipHaVhtezNdmIQrh3TTu/gFC9SzZHgwBD0AWWF+Z6CRREffPsFT4FLBeluQ2nY3fN6G09NQazVjXerNanmSHBgCPoEaaPthV3uVCdm5EQVt1SQztcppbVuH/WUp6awPMmemd1QpJojwYEh6BPwmGbFK609RbusV+OoiTJSQToLn1J6W+ehvAVd4g9AINUcCQ4MQR9x6fghtTCncVQIwo2vtIgUtVSQzqKnlN7W3nAbM6+PTu+a0IbbUs2R4MAQ9BnHSlZ6QhBijANFLRWku/AppbdFEDqHFaoPfmdVW+2m2/Uh1RwJDgxBH7Ln68meELRPnJAK0lnwlNJ6/KKfun5kl95oG2OER7cUWZUnI9UcCQ4MQR+C2WsbJnTxBCEe6UgFKRY6pbROt495JlJX2F4t1lihVHMkODAEfUp11XnPifTYKV8qSKnIKaWy20Z6J6AhCM8d2m1VXzRSzZHgwBD0MShKFCeKdP2YdqpyVp5YkFKhU0pl69pnFMecSWOEUs2R4MAQ9DkYryidNU4/Iq3+oVgsSKnQKaV1e3RqF3Gf0TUjn1c3qq9a1VeLVHMkODAEDUMqSKnIKaWxPTylg7i9GjaucCLVHAkODEHDkApSKnBKaf1+P/45TwhCzNC2kWqOBAeGoGFIBYmlE1KBU0rrt2TEH8QgxOHXddUcCQ4MQcOQChKD/O49RimlDROL6XF8mTsEMSmtsrxUrDkSHBiChiEVJAp2WY97Yx7GSymtW9QO9ul1ByEO5JVqjgQHhqBhSAVpF+zavg/rd7VSkVNKY3vqox6epROb35W3KiTBgSFoGFJBRhXt0JZigVNK6/fI+50jSyd2THhR3bxRLdYcCQ4MQcOQCtIZgtDebJtSGr84mb5sYlv98ZVvZ4o1R4IDQ9AwpIJ0h2Bdp9JTSuNXqjkSHBiChiEVJHa5cAchHung/DSpqCmlDVeqORIcGIKGIRUk9jvEvofuICzM+S0nylCapFLNna/YZ1UkMR2GoGFIBQlQlPZm2xB3gtgWSipqSmnDxJtIqebq2mybmAdD0DCkgrQ5vn2NmtfpP/XapjMb/ykWNaU0PqWawxvN1cPbqOtXqqzqI6bCEDQMqSCdYKuny2eO6Y+vbisQi5pS2nClmrOfuGyc1FPXGjEXhqBhSAUZiysbPtOFvOu1Z7XuAqeUxlaqOTsEoXOzbWIeDEHDkAoyJjU1avvfO0QKFrvmS4VOKZWVas4ZghiCOLGznjokvoUhaBhSQdYFDuIt+XBIdMH+5Vd6MbBU7JRSr1LNOWsKLurZJDIMQcyCIWgYUkHWBQbtMXjvLtj5HRupH6d0FAueUhqtVHNFPe7x1BVqDW88iVkwBA1DKshYYBr38kGtPAWrF9NP7SIWPaX0tlLNHZveLbLHqNPtM0dZlUdMgSFoGFJB1kfVyQq9bMJdsNgxH8UsFT6ltFap5vD1A5PaR9XT0r6P6/MHiVkwBA1DKsiGcOGnH6IW09tiV5lT+T09hU8prVWqOfu1bSNb6zpa83JTVbV7jVVtxCQYgoYhFWRDOb13ixiEGN+o/KR3VOFTSmuVas5+DTvK7HvjudrtCecOUjVnj1rVRkyBIWgYUkHGw5FNS/SUbncQrsp7gCfTUyoo1ZzUDl5aMFap69d0rR1e+xUnyhgAQ9AwpIKMFxSnOwThun7NuOE2pS6lmpPaRVz2nt5JBjXFiTL+hyFoGFJBJsL+RTM8IVg8uDlDkFKXUs1J7SAmmrmXT/y4fp5VdcSPMAQNQyrIRCmdNS5SqNve7CwWNaVhV6o5qR3cPKRlVABCjMPz6CX/whA0DKkgk2HL1P5q34Jp+mN7n1FK6W2lmpPawXOz8tSyXo09QVjU/wlVXXVe1xnxFwxBw5AKMmXU1KjLaz7UxYzHOuXcXo1SseakdrYnZuSohV3u9ARh8cTuVqERP8EQNAypIFPK9WvqxD9G6oX02Gf00Ds8mJeGW6nmpHZOD779gq4fdxDunfeuVWjELzAEDUMqyFSCtYRLejeNFC22huI+ozTMSjUntXO7Y/RTUQEIsTwJh18T/8AQNAypIFPJildqd8BwyiCkYVaqOamd5PoBj3rqCSdOYE9f4g8YgoYhFWQqqWt7NQYhDatSzUntJLEBhXTixIYJXayKI9mGIWgYUkGmmrq2V2MQ0jAq1ZzUri6PTu8qnjhRVphvVRzJJgxBw5AKMh0wCCmtVao5qV0ssb+os44wNshJMv6AIWgYUkGmCwYhpakJQbhhYHNdP0u6/Zc6uWWJVWUk2zAEDUMqyHTCIKRhV6o5qV19Ynxw89CW+sSWS4v+pm7eqLaqjGQThqBhSAWZbmIFYcV7ncSCpzQoSjUntYvXK5v+YVWYUjeqr1ofkUzDEDQMqSAzwbGSlZ4jmDDrjQfy0qAr1ZzULhGvV5Sqg6vmqiW5D+mZ2STzMAQNQyrITOE8i3D5gCfUqZl5YmFTGiSlmpPaxSsei24Y9LvIm8qVQ5/hHWEWYAgahlSQmQRBiAX1WOx742S5Pk1bKnBKg6JUc1K7eMSRZdJG2zjZhWQWhqBhSAWZaZynZdtBiKIuGd6Kj0dp4JRqTmoXrwcmtfeEIOS2apmFIWgYUkFmm+vHy9SGQY/rAuY4IQ2aUs1J7RIRs0XdIYjxQW6rljkYgoYhFWQ2wV3hpsm5UUXMIKRBUqo5qV0i6vMHe9wbVT+Q26plDoagYUgFmU2wfMI9axQyCGlQlGpOapeoR6d2UfM7NvLUELdVywwMQcOQCjLbOGeNOmUQ0iAo1ZzULhn3vN7GUz8LOt+lzh3abVUZSRcMQcOQCtIPVBQXeIoYMgip6Uo1J7VL1nX9mnnqZ/mgVlw2kWYYgoYhFaRfwOMbdxFDBOGx6d3EwqfU70o1J7VL1jMf91KLu97lqZ+dn4+3KoykA4agYUgF6SfqCkIUN4OQmqhUc1K7VHjw7Rc8tYOhhsryUqvCSKphCBqGVJB+g0FIg6RUc1K7VLl12JO366ZjI7Vr7oSotbkktTAEDUMqSD9SXvSpOFkGQYjtoqTip9SPSjUntUuVWDaBIYTCnLvVkU/6K1VTY1UVSQcMQcOQCtKvSLNGd732rFj4lPpVqeakdqn0xIzu+uglfHx1B88eTCcMQcOQCtLPOINw/7zJ6uI/h3sKnlI/K9Wc1C5dXpwzUNWcP67rCTvJ8NFoamEIGoZUkH4HQWgv/EUxX/pmZKTA+WiU+l2p5qR26bRq6SR1eM2XamFOY7V/0QxdSyQ1MAQNQypI07h5+by6VPC6Ppm+oPMdquzNdmLhU+oHpZqT2qXLEzNy1JqXm0aGFLCInmcPpg6GoGFIBWkip3as0SfTo6jn/eVXqmxiW7EDoDTbSjUntUuXUbNFLdeMfJ6PRVMEQ9AwpII0Dew3WtDtbk9hc9IM9aNSzUnt0iUmyGCmqLte+Fg0NTAEDUMqSNPAoxwcF+MuasggpH5TqjmpXTo9PKWDp1bwWLTqZIVVVSRRGIKGIRWkicQKQjz+kToCSrOhVHNSu3S7eYj37MF14160KookCkPQMKSCNJXLZ47pDYLdhQ0ZhNQvSjUntUu3mEm9uNtvPLWCjSlI4jAEDUMqSJPBuqe6gnDDwObq/Gcvix0CpZlSqjmpXSY8MKm9p04wvs7HoonDEDQMqSBNB0G4dkw7T3HDDQMeZRDSrCrVnNQuU258pYWnTvhYNHEYgoYhFWQQuH6likFIfalUc1K7TKkfiwpHLv24fp5VTSQeGIKGIRVkUEAQFk/s7inuVXkPRPZRpDTTSjUntcuk2GDCXSeYaFZddd6qJtJQGIKGIRVkkMAC4E2TcyOFvazPowxAmlWlmpPaZVo8IbHrBPvzls4ap99IkvhgCBqGVJBBA0G4dfpgVZj3iB4vvH54m7rwRT+xI6A03Uo1J7XLtKc+6qF3XVrR+z51fMl7VvWQeGEIGoZUkEEFAWhz43iZujB3kL4rXNv3Yb3vqNQxUJpqpZqT2mXDI+931uPl+qSJC6esaiHxwBA0DKkgw8KN0xVq7YDHah//YL9RbrxNM6BUc1K7bHt51TSrUkg8MAQNQyrIsLBlav/IGIgtt1mj6VaqOamdH7x+ZJeqKC7QM61vVF+1KofEgiFoGFJBhoFLxw/ps9TcIQi5uwxNp1LNSe2yLR6Nru7bLFIXu798y6oeEguGoGFIBRkWsN8oJss4A9CWawlpupRqTmqXTc983CtyNJktN9huGAxBw5AKMkzE2maN6wlpOpRqTmqXbbeNbO2piY2TelqVQ+qCIWgYUkGGjVi7yxT1uEedyu8pdhKUJqJUc1K7bIs3gNIG2yd2hq+PiAeGoGFIBRlG3IvqnWJLqWPTu4kdBaXxKtWc1M4Plk1s66kHPDnhKfR1wxA0DKkgwwoKG7tkuIseYnyEawlpKpRqTmrnFzEs4K6HfQu4fKIuGIKGIRVk2Nm/aIan6BmCNFVKNSe184tHp3bR62id9YCZ1c7NJ8htGIKGIRUkUXoHfeyfiILHvwfe7y52EJTGq1RzUjs/KZ1Cj3W2xAtD0DCkgiS1YAIADhg9sGK2unn5vKpa/Hexg6A0HqWak9r5SRy3VND5Dk8Qnju026oWYsMQNAypIMltoh75XL+mLq98X3cKO0Y/pdcScgkFjVep5qR2fnPP+DaeENwwoYtVHMSGIWgYUkGSGNTUqPL8AZFOYFmvxnr3fanToFRSqjmpnd/E5hHLetwbFYLwfMU+qzgIYAgahlSQpG5O7dkYGSu0xRKKivc6iR0HpW6lmpPa+dFyx+G760Y+p07v3WJVBrFhCBqGVJCkbja/2ycqAG3nd2yk9r3xnNhxUOpUqjmpnV/FJBmEYdXSSVZVECcMQcOQCpLUDdYS7po7QQxCWDLiD9xzlMZUqjmpnQleryi1KoPYMAQNQypIUj+H136lNxSWgnBdv2acMEPrVKo5qZ0JXip4XY+Tg2sXKvW/YYchaBhSQZKGcaasRC3JfUgMQkwgODEjR+w4aLiVak5qZ4on1s5W68a9qE9k4ZmDDEHjkAqSNJzLZ46plUOfEYNwYZc71eEpHcSOg4ZXqeakdn73xIzuav2AR6Ou+bLCfKsywgtD0DCkgiTxgVMocMSMszOwxXZT6CykToSGU6nmpHZ+F9e1ezs1PBkJ++baDEHDkAqSJAZO3nZ2CLBkeCuxA6HhVao5qZ0Jbnylheeax3h5mGEIGoZUkCRxKooL9FZr6Aw2jO+oLhW+LXYeNLxKNSe1M0HpbrCo/xOhvhtkCBqGVJAkOSrLS/VEgeqq83rm3JXi2ZFO49A7HThhJuRKNSe1M0XeDUbDEDQMqSBJ6rm2a7k6div8cCQTdpjhsUzhVao5qZ0p8m4wGoagYUgFSVIP1lAV9bk9kw47zOyf0FbsVGiwlWpOameS7lmi8MimJdbVHy4Ygobw47Gzas6S7eqhTrNUkz9PVff/+X398WM5/1QHjpyxWpFU8e34jp5OAm4b2VrsVGhwDWII4uBd97WNpUNhhCHoc27cqFHT5m5UTdq9oxo//7YoXpv06TrdlqQG54QZt2v7PqzPa5M6Fxo8gxiCULobxIbzYYMh6GNw99dpyNzasGs7WTXrPFs93nOBatlnpfp9n1X642adP9evoc2fB87mXWEKwYSZunaYKcy5W7+bljoXGiyDGoIY53Zf12E8b5Ah6FNwV2cHIB5/tvifpWIxwifylqkH2k/XbZ97+VPeEaYQHNK7erj3cFLIkyiC7fcfDFAzx44QhyB2Thsofo9prsxt4rmuw3b6PEPQp3y5dEckAJ/sv04MP6doYwdh/jebrZ9CUgF2mNk6fbCns7DdNKSFOjcrT+xkqHme/ayPeufVUer+tt6hB1u8NmHIaN1W+hmm6DxvcEnvB9W+BdNqlwqFCIagDzl7/rJ6rONUXWwtcgvF0JPE3SIejT7U/l3104lwXciZ4MCK2Z4Dem1X9L5Pnfm4l9jRUHPE3V+HnDdqw64BQxBtu71h/F0hxgbLJrZVl7/9zLrSwwVD0If8c/lOXWAP//UzMexiqQv01vfOXlhi/TSSSjBOuLTv454QXJ3XlOcSGi7u6uwAjGcIok3nvxt/R6j9op+qqTprXenhgSHoQ/724SpdXI+9NE8swFg+3rNAf++Yqcutn0ZSDdYQYgKBHYCFuU3V6dnBGCMKs7PGvhoJwHiHIKaOHCH+TNO88t186yoPDwxBH/Li4C90YeHdplR8sXwib7n+XswUJellz9eT9UG9OKcQ76Crlk6KdCbYao2PR82xIr+feuyFSbp2EhmCaPqnSWrfBwPEn22SF78aqq6ePaH2L5qhjm9fY13pwYYh6EOad6odD2zIu1G3+B58L8YFSfrB7NEINTXq6tZv9CSZZb0aq8XdfqOOvN9Z7Gyov/x8XO1dYDJDEPmjzb4bxFmaGwY2Vwv+eod+woH9dMMAQzBBTp8+rYYNG6Z+9rOfaVNJKu4EH3jhA/F1SqlXO8iSGYIYPnCsGC7JWDTiT6r7k/eoX/7i3yJ9DXzy3v9Qk7u2VIemvSR+XyKu69cs8ojf9sJPP1i9UnBhCCbA+vXrVaNGjaIuylRijwk27zFfLLpY2gWZyDtaSsPqAy/M0HWTzBtPzBSVwiVREX7OPub+X/5Ch9+//+u/RL6Gj78e1Eb8/ng9MKm9JwR3fj7e6pWCC0MwDpx3fwjBCRMmRC7GVGLPDsX0bKnoYtmsS+1dJBb0Sq9TSr3e96cpum6SGYLAuKAULonYttkdkZCT7vg2jO+gA9Huf/C58/VExU5IzhBc1LOJulF91eqZgglDsIE47/7at2+vAxFfsy/CVHLq7CXV7MV39YB7rGnabvEuFt9zX9t3VMs+K8Q2lFKvfroT/CTvqUi/gsehUhtbOwjxr/R6vJaOeToqBCH20Q0yDMEG0rp1a/Xzn/9cLV682PpKbTCmIwQB1vmhsDAFu0HvTvuv1+OA+J5Hus6V21BKRe0xwWSGIIb0HycGS7zawYbHodLrThGSdh9UOin5SViY0YztAJ0hWDyxu9UrBROGYAPBo8/y8nLrs1rSGYLY/7Ntv1m1QXgr3PBuUypAiLs++53ss7mfqKvV162fQrIJDind/eVbUR2KU8wgxQGnUmdEM6s9OzSZIYhUzQ61x/0aOtZn90H13TU2VPfpEtglCWtjgwpDMAnSGYIAJ0LYQXh/2yn6Du93vRbp7ZsgPsbX7rfGMxCAew84puwTX3CsZKVamNM4qmOxxcn1mJoudUY0cx7M76+atXsr4SEIjAdiyzXpZ6fbVIdgmWM/Udvyok+tqzl4MASTIN0hCHBXh7MCEXKxfO2DlarqSrX1XcRvXDp+SB9a6u5csJaQi+r9Ie7kUEuJDEFMGjZK/JnpFhNmUh2CWOeKN2fO63TNyOetKzl4MASTIBMhaLP7h+Nq5vytqt8bBeqPL32oxcc4MWLHvqNWK+JnMMtuW/7wSMeCx0w//WOM2BHRzIv9P/+7y4TaIIxjCOLpThPV6Vl9xZ+Zbu1JNHh8Kr2eqDgZxRmCEG/kgghDMAkyGYIkOBzdUqQfj+LYGlD9Q7G6MHeQ7nxwYv2e11Oz7ovGL06EsIMQs6zrGoLAa3YAlrw3WPxZmdBeRN+QSTTxeOidDp4Q3DsvmLtQsfdOAoYgSZSo7dZuUXPhlKpa/He1wZqUsOblpurURz3EDoqmV9zV4axAhFwsRw0aq47PzM4dILQX0+MuMJU7x9jiUb0zBPE4P4iw904ChiBJJQeWfxbV6Szscqc+9FTqoGj63XLrDm/6yBEqL+911eovE7X4GCdGbJySvbs/6FxLmKodY9xuHfakvg6X9rxPlc4ap07v3WJdqcGCvXcSMARJqjhfsU8VdIvercN285CWqnJmrthR0fCJHWTsfgdhKLVJhTgJ5ejULvrjIJ8zyN47CRiCJFVcv1KlSj4cIoYgLOpxT6RDouHVuZ9oOgPQ7bW9a60rNXiw904ChiBJNUc2LalzTeG8v/xKlY59RuykaLDFmJ+9k0wqN81uqJdXvm9docGDvXcSMARJOrh85pg+y00KQshJM+ESAYgTJOwATNVm2fF4cc5AVX3htH6TFrSxQfbeScAQJOkCW65hCQXWEkpByEkz4RCBZy+DQBCmYn/QeN0x+im1MreJmmftKbr53T7WVRoM2HsnAUOQpJszZSVqad/HPSEIl/W4V53/7GWx46LmiztA3PnZAZiOZRANcXVe06jrbknuQ9bVGQzYeycBQ5BkAkya2TK1f1RHNK/jrzhRJsA6H4FmMwDh9lFPRV17MEgnzrP3TgKGIMkkONfNnjSDR6WYsWfvNANP5ffUO844OzBqps6F8Nl4BOq04r1OnhA8sGK2dVWaD3vvJGAIkkxTdbJCbZ85So8ZgpuXzqiq5VN0Z4UJM9jl48Ck9p6OjJqj84zAVG2KnYx45O7eUDtI44LsvZOAIUj8wr5ZI6I6qY2vtOBdoaGmaz/QZFzb9+Go6ytI44LsvRvAnDlz9Mnybh988MFICEqv4/sISTcYn1nQ+a6oTgryrtA8nXeBGAvE2sCGOrDNg+LPTIWlY572XF9BOVWCIdgAcKq8fWHGI76PkHSDscK6tlyDvCs0R2cIxiuCUPqZqfDHKR091xXWDAYBhiAhAQBjhbEW2POukCYj3kS5r6ndX75lXX1mwxAkJECUF33Ku0KaFgtzfht1LRVP7G5ddWbDECQkYPCukKZD+6xL20U9m1hXnNkwBAkJKLHuCrENltTRUVqX2D7NfR25D4c2EYYgIQFGuitc0OnX6tj0bmJHR2ld4umB8zrCvrbY1s90GIKEhADnXSF2m6ku36Qu/uN/Ix3c0eld1ZH3s7szCfW3OGQXR3lh4/bzZVsjGzaYDkOQkJCAu8Jt+cMjnRdOC7/y7Uy9I4g+JeAvv1Kbh7bkxBlar9eP7tXXUBBgCBIScvbOeT3qMdfirnep/RPaip0fpbD6h2Lr6jEfhiAhIQZ3h3VNnlmV94B+TCp1gjTcXt2+yLqCzIchSEiIwcSGov5PiCEI8Yi0ZMQfVOXMXLEzpOHyzMe99O4xh78YoQ6v/UqPNZsOQ5CQkHOj+qre/UPaf9QWawvLJvIRadjFZgvO6wIHPpsOQ5AQosGGyBsmdInq5NziNIETM7qLHSQNviXDW0VdDwxBQkjgwMbIhXmPRHV2Tud3bKROfdRD7CRpsJVOmTcdhiAhxMP1K1Vq19wJekG0u9PbMLC52EHS4MsQJISECpxVuHZMu0iHh3HDs2tmqgtf9IvqHHlnGA4ZgoSQUPLj+nn6NHH7+Jyas0dVVdFk3TEefPuF2oX2Q1qqU/k9PR0nDY4MQUJIaKmuOq8fkzq5VvZ/qqjX/ZEOseCvv9YdJZdUBFOGICGEOMA6MXenCLHrzPfjn9NbskmdKTVT9+xQjBmbDkOQEJIwywdFd4pui3rcozdcljpUap5cJ0gIIQ6w0H7vvHfVwpzGUZ2j29V5TVXFe53EjpWao/tgXYYgIYTc4tqFSrV95ihxSYVTLK/gYntzXdYr+s3Ot+M7WleAuTAECSEpA7vObJqcG9VRul3zclOxg6X+FxOfnH9LHM1lOgxBQkjKwcbc7hPtbXl4r5ninMnCnN9G/S33L5ph/cXNhSFICEkbR7cURZ1SsfGtl1T1npVRp9rjVIJdrz2rzs3Ki+p0qT/F8pfTu9brmcHnDu22/tLmwhAkhKQVnGR/YMVsvR8pHpfqr1VfVle+m68uzhmoJ80gILGsYsfop3iyvc+9OG+0/hsGBYYgISQjIAzdHN1YELlLtC3ofEftgnuGoS+9snGO9dcLBgxBQkjWWDn0GU8I2tphyK3Ysi82PbAfV1cf/M766wUDhiAhJCtgjWHprHExD/OFOLpp67AnGYZZFPvDYmYo1gkeXjXXs32eyTAECSFZ5crZkwxDn+teJI+/FfaSDQIMQUKIL0AY7vl6cr27z+B0e6mjpukRbzpwSojzb4DlL0GBIUgI8RW4w4gVhtyLNLOWjnna8zeoKC6w/lrmwxAkhPgShGFZYb4+x9DufFcM/qOqLt+kLi0YG+mksSfpit73qX1vPMe1hikWM3QXdrkzKgAX9Wyix3ODAkOQEOJr0OHaYXh47Ve1X6yp0WFYVfim3o/U7qAxoxTH/XB/0tSIg5KdAQh3fj6+9m8QEBiChBAjQBi61xpePnNMzevYyNNRQ4wdHpjUnmcaJujR6V09Y4F4RI2x2yDBECSEGAvuSpydtOTibr/R41qcVdpw8VjZfWIE3LdgmvWbDw4MQUKIsWCjbpxaUd8RThBLLPDoFHuVSh0/va378FyIPWCDNBZowxAkhBgPHtHhcF/sT+ruvCV5kkXd7hnfRvydYTP0IMIQJIQEBowZHtm0RG2Y0EXsyGFRj3s8Hf+x6d3UmY97eb4eNvHIGHfM7t9Z0CbDOGEIEkICyYWfftCdt3u94b5/TFBXimerC3MHRTr/VXkP6EkgOPD3+/HPhToQMZkIs2zt3xdOj5c2Pw8KDEFCSKDBONbBVXPV6uFt9NjhtQuV+us3b1Sr6xWlqrJwSlRIQgQiZpfun9BWn58nhUVQrSqarE7v3qgKut2tlvZ9PPL7CioMQUJIaKg6WWF9dBvsTuMOQad4PLh+wKOBDMSjU7uo4sHNI8tILq/7WKnr1/TvBZOOcDcddBiChJBQs3xQKzH8JBGIuEMsHfuM0ecdYgkElo3Y43/fvdpKH3KMTQjCBkOQEBJq8LgPj0sx9tWQpRYQj0vdd4UmLMpH+O167Vl9ir/7/9Px7Wus30i4YAgSQohFQwNxdZ9mnoDB2rrCnN/qf7HMADNO3W2yJR57bhvZWgw/W2xLF8R1gPXBECSEEIFYgYidU2rOHlXXvl+tLq+apmeaFubcHdUGYpYlxhNxQn7Zm+30VmSZuGPEXeqhdzro4EMwu/+73GICDMYAwwhDkBBC6sEOxI2TeupZk+cr9lmv1FJ1/LAYLpJ4lLqsx736oFosR5BCrKFiXBLB6v461kJK/9tusXwEE4OCdFJ8vDAECSEkDqRHhjjdQgqZ+sSMU2d4IdDs13BnGUt7LR8mtzh/Btw0xLvtmVM7/IJyOnwyMAQJISRJzh3arRfmrx3TTi3oXPe4m9uf5o7Sx0Fd+makDq/DUzqI7erzzGf99c/BEgc8oj24eJrYbsUrrfWjXIbfbRiChBCSQrC7SmV5qT4DcfO7fWIuwcBRUE4Or5gttqtP93ge1vfZr2Hj691fvqWDmnhhCBJCSJrBI1SEEB6b4o6xeGJ3PRnFTXnRp1Hh1lArigusn3Ab7KEatLP/0gFDkBBCfALuIDFWB3fNnaC2Th8sarfB3SYCkGGXOAxBQgghoYUhSAghJLQwBAkhhIQWhiAhhJDQwhAkhBASWhiChBBCQgtDkBBCSGhhCBJCCAktDEFCCCGhhSFICCEktDAECSGEhBaGICGEkNDCECSEEBJaGIKEEEJCC0OQEEJIaGEIEkIICS0MQUIIIaGFIUgIISS0MAQJIYSEFoYgIYSQ0MIQJIQQEloYgoQQQkILQ5AQQkhoYQgSQggJLQxBQgghoYUhSAghJLQwBAkhhIQWhiAhhJDQwhAkhBASWhiChBBCQgtDkBBCSGhhCBJCCAkpSv1/voLV0ucEggQAAAAASUVORK5CYII=" - } - }, "cell_type": "markdown", "metadata": {}, "source": [ @@ -85,7 +80,7 @@ "\n", "图的 Max-Cut 问题可以描述为：对于一个给定的包含 $N$ 个顶点 （nodes or vertices）和 $M$ 条边 (edges) 的无向图，找到一种分割方案将图的顶点集合分割成两个无交子集合 $S$ 和 $S^\\prime$，使得连接这两个顶点集合之间边的数目尽可能多。如图所示，我们考虑含4个顶点且具有环形结构的图： \n", "\n", - " ![ring4.png](attachment:ring4.png) \n", + " ![ring4.png](https://release-data.cdn.bcebos.com/PIC%2FMaxCut.png) \n", "\n", "Max-Cut 问题建模：在做分割时，若顶点 $i$ 属于集合 $S$ 时，赋值 $z_i=1$；若顶点 $j$ 属于 $S^\\prime$ 时，则令 $z_j=-1$。那么对于图的任意连接顶点 $(i, j)$ 的边则满足：若顶点属于同一集合 $S$ 或 $S^\\prime$ 时，$z_iz_j=1$; 若顶点分别属于不同集合时，$z_izj=-1$。于是 Max-Cut 问题转化为如下优化问题：\n", "\n", @@ -258,11 +253,6 @@ ] }, { - "attachments": { - "circuit.png": { - "image/png": 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" - } - }, "cell_type": "markdown", "metadata": {}, "source": [ @@ -289,10 +279,7 @@ "QAOA 电路的每一模块可以进一步分解为若干个作用在单比特和两比特上的含参的量子逻辑门，如图所示:\n", "\n", "\n", - "
\n", - "\n", - "
\n", - "\n", + "![QAOA.png](https://release-data.cdn.bcebos.com/PIC%2FQAOACir.png) \n", "\n", "\n", "其中，模块 $U_x(\\beta)$ 可以分解为在每个量子比特上作用绕 $X$ 方向转动的量子逻辑门 $R_x(\\beta)= e^{-i\\beta X_j}$，而模块 $U_c(\\gamma)$ 则可分解为作用在两比特上的 $ZZ$ 逻辑门 $R_{zz}(\\gamma)= e^{-i\\gamma ZZ}$。\n", @@ -787,13 +774,6 @@ "\n", "[1] Farhi, E., Goldstone, J., & Gutmann, S. (2014). A quantum approximate optimization algorithm. arXiv:1411.4028." ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/tutorial/QAOA_En.ipynb b/tutorial/QAOA_En.ipynb index cdff858..a444c46 100644 --- a/tutorial/QAOA_En.ipynb +++ b/tutorial/QAOA_En.ipynb @@ -60,11 +60,6 @@ ] }, { - "attachments": { - "ring4.png": { - "image/png": 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" - } - }, "cell_type": "markdown", "metadata": {}, "source": [ @@ -75,7 +70,7 @@ "\n", "Given a graph $G$ composed of $N$ nodes and $M$ edges, the problem is to find a cut protocol which divides the node set into two complementary subsets $S$ and $S^\\prime$ such that the number of edges between these sets is as large as possible. For example, consider the ring case with four nodes as shown in the figure.\n", "\n", - " ![ring4.png](attachment:ring4.png) \n", + " ![ring4.png](https://release-data.cdn.bcebos.com/PIC%2FMaxCut.png) \n", " \n", "\n", "Thus, given a cut protocol, if the node $i$ belongs to the set $S$, then it is assigned to $z_i =1$, while $z_j= -1$ for $j \\in S^\\prime$. Then, for any edge connecting nodes $i$ and $j$, if both nodes are in the same set $S$ or $S^\\prime$, then there is $z_iz_j=1$; otherwise, $z_iz_j=-1$. Hence, the cut problem can be formulated as the optimization problem \n", @@ -242,11 +237,6 @@ ] }, { - "attachments": { - "circuit.png": { - "image/png": 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" - } - }, "cell_type": "markdown", "metadata": {}, "source": [ @@ -274,10 +264,7 @@ "\n", "Further, each module in the QAOA circuit can be decomposed into a series of operations acting on single qubits and two qubits. In particular, the first has the decomposition of $U_c(\\gamma)=\\prod_{(i, j)}e^{-i \\gamma Z_iZ_j }$ while there is $U_x(\\beta)=\\prod_{i}e^{-i \\beta X_i}$ for the second. This is illustrated in the following figure.\n", "\n", - "
\n", - "\n", - "
\n", - "\n", + " ![Circ](https://release-data.cdn.bcebos.com/PIC%2FQAOACir.png) \n", "\n", "Then, based on\n", "\n", @@ -773,13 +760,6 @@ "\n", "[1] Farhi, E., Goldstone, J., & Gutmann, S. (2014). A quantum approximate optimization algorithm. arXiv:1411.4028." ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/tutorial/SSVQE.ipynb b/tutorial/SSVQE.ipynb index 443872f..a8feac8 100644 --- a/tutorial/SSVQE.ipynb +++ b/tutorial/SSVQE.ipynb @@ -318,7 +318,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.7" + "version": "3.6.10" }, "pycharm": { "stem_cell": { diff --git a/tutorial/VQE.ipynb b/tutorial/VQE.ipynb index 7c1fc87..ce80ad9 100644 --- a/tutorial/VQE.ipynb +++ b/tutorial/VQE.ipynb @@ -62,18 +62,13 @@ ] }, { - "attachments": { - "Utheta.jpg": { - "image/jpeg": 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- } - }, "cell_type": "markdown", "metadata": {}, "source": [ "## 搭建量子神经网络（QNN）\n", "- 在实现VQE的过程中，我们首先需要设计1个量子神经网络QNN（也可以理解为参数化量子电路）。这里，我们提供一个简单的d层的4量子位的量子电路如下：\n", "\n", - "![Utheta.jpg](attachment:Utheta.jpg)\n", + "![Utheta.jpg](https://release-data.cdn.bcebos.com/PIC%2FUtheta.jpg)\n", "\n", "- 我们预设一些该参数化电路的参数，比如宽度为4量子位。\n", "\n", @@ -346,4 +341,4 @@ }, "nbformat": 4, "nbformat_minor": 1 -} \ No newline at end of file +} diff --git a/tutorial/VQSD.ipynb b/tutorial/VQSD.ipynb index e1aa717..8dab31f 100644 --- a/tutorial/VQSD.ipynb +++ b/tutorial/VQSD.ipynb @@ -302,13 +302,6 @@ "\n", "[3] M. Cerezo, K. Sharma, A. Arrasmith, and P. J. Coles, “Variational Quantum State Eigensolver,” arXiv:2004.01372, no. 1, pp. 1–14, Apr. 2020.\n" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { -- GitLab