I wanted to see how the new VM sizes compare to the older sizes and see if there is any price to performance benefits of the new machines. I've done some testing in these new VMs with Cinebench to see how the new VMs compare to the old VMs on the popular synthetic CPU benchmark.
Observations
While doing my testing, I noticed some interesting features of the new VMs.Here are the Core and Thread counts for the comparative DS4 v2 and the D8s v3. Both VMs are shown as 8 "core" VMs in the marketplace. The new v3 VM has 8 Threads and only 4 cores, whereas the older v2 VM has 8 real cores.
D8s v3 - 8 virtual CPU VM | DS4 v2 - 8 virtual CPU VM |
---|---|
It's apparent from the above screen grabs from Cinebench that the hypervisor is presenting Hyperthreading up to the guest OS.
While testing, I made note of the core and thread count of each VM and also the processor type on each VM. The new v3 VMs present their processors up to the operating system as hyperthreaded logical cores, while the v2 VMs present "full cores" to the OS.
Cores vs Threads
The new v3 VM types are all hyperthreading enabled VMs which means that for each pair of "virtual CPUs" there is a single underlying core on the physical processor in the server. This means that the machines will perform better per core, however they will not perform 2x better per core.
Below is a table of the VM types that I tested with their core and thread counts, and also the CPU type that was detected in each machine.
Server Type | Cores | Threads | CPU Type |
---|---|---|---|
DS2 v2 | 2 | 2 | Intel Xeon E5-2673 v4 (1 socket, 2 virtual processors) |
D2s v3 | 1 | 2 | Intel Xeon E5-2673 v4 (1 socket, 2 virtual processors) |
DS3 v2 | 4 | 4 | Intel Xeon E5-2673 v4 (1 socket, 4 virtual processors) |
D4s v3 | 2 | 4 | Intel Xeon E5-2673 v4 (1 socket, 4 virtual processors) |
DS4 v2 | 8 | 8 | Intel Xeon E5-2673 v4 (1 socket, 8 virtual processors) |
D8s v2 | 4 | 8 | Intel Xeon E5-2673 v4 (1 socket, 8 virtual processors) |
Testing Setup
I created a new VM on one of the sizes, waited for initial setup to complete and for the machine to become idle, then ran the multi-core and single-core benchmarks in Cinebench. Once I had gathered the results and some screenshots, I resized the same VM into a different model and ran the tests again.
I only had time to run a one single and one multi threaded test per VM type, but I hope to address this soon with full, multi run benchmarks.
I only had time to run a one single and one multi threaded test per VM type, but I hope to address this soon with full, multi run benchmarks.
Results
The results were not surprising based on the thread and core counts of the VMs. When testing normal desktop CPUs, I have seen similar results from Hyperthreaded and non Hyperthreaded CPUs.
Below is the multi-core Cinebench score for each VM type that I tested. You can see that the equivalent VM type on the v3 VMs scores substantially lower then the v2 VM with the same number of virtual CPUs (threads)
![](data:image/png;base64,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)
The multi-core Cinebench score for each VM type tested, the top 2 machines are the 2-vCPU VMs, the second set are the 4 vCPU VMs and the last 2 machines are the 8-vCPU VMs.
You can see from the above chart that the equivalent v3 virtual machines score considerably lower that the v2 machines.
The next chart is something I put together to show the relative value of each machine type based on Cinebench score. It is calculated as (Multi-core Cinebench Score) ÷ (£ GBP per day cost to run the VM)
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAlgAAAFzCAYAAADi5Xe0AAAgAElEQVR4Xu29aXAU57X/f0bSaEdIIyGihTVmM5uCAJuAAZvlAgFjg1lsQLYxcd1cJ6lKXvzzIqnK71YlL25eOFWpy63kGuMLZjfgFeKwrwYbgdkJEqtALGKV0DIajWb+9X2UHkZCSAMzPdPT/e0ql0HTfZ7nfM5R95fznH7G9re//c377rvvCg8SCCWB69evS05OTihN0hYJCPOKSaAHAeaVHlRp01ZYWOgtLi4mCRIIKYHDhw9LYWFhSG3SGAkwr5gDehBgXulBlTYpsJgDuhDgDUsXrJY3yryyfAroAoB5pQtWyxulwLJ8CugDgDcsfbha3SrzyuoZoI//zCt9uFrd6iMC6/RVV8BMctJjJSM1NuDzH3difX29XLp0Sbp37y4JCQlB2Vu5cqV07txZxo8fH5SdJ724rKxM1q9fL++884507NjxSS9vdn6kfAhq0i0utvIN68SJE7J3715ZuHChJCYmhhKr5W1ZOa8sH3wdATCvdIRrYdPNBBbE1V+3VgWMY0CXeHl3fFq753s8Hjly5Ij84x//kMrKSrHb7TJ06FCZMmWKElTl5eXyf//3fzJ79mzp1atXu/baOiFS4oQCq3lUwnHDQt5A1F67dk3lEUT1qFGjJCYmJqgcCvZiCqxgCT7++nDklX6zp2WjEmBeGTUy0T2voATWs/nx8u8T2hdYO3bsUP+inzlzphJQ9+/fVw/GrKwsee211yQ2NvgqmBYGCixjJGRjY2NI49rSqwcPHsj//u//St++feXFF1+UCxcuyMaNG5VIx88ieVBg6UefD0L92FrZMvPKytHXz3fdBdbt27fVgxDVheHDh/s8OX/+vKxatUrefPNN9bMVK1bI/PnzpWvXrgKRlJqaqqpdp0+fluTkZCXO+vfvr86tq6uTL7/8Uo4ePar+/vzzz8vkyZNVZQzXxsfHS0VFhaCqlJKS0uxar9crBw8elK1bt0pNTY0ab+7cuZKZmanO/+STT+S5554TiMLa2lo1JkRgUlKSQDTs3r1bdu3aJVjWzM/PVw90LEm2d23LEN68eVPWrVsnV69eVdWXsWPHypgxY5Qoac8Hf1uY09///nc5cOCAmh/8mTNnjvIHR1vjwD9wPHbsmDq3oKBApk2bpnwF+w8//FAJ4kOHDsno0aNVDDVxfO7cOcX5cVWjbdu2qWVf+Hbq1Cl17tSpU2XYsGFis9nUeGfOnJHPP/9c7t69K506dVIsu3Xr5mPZs2dPNfbrr78uAwcObIYQNnHtf/zHf0h6ero0NDTInj175Ac/+IEvT7QLgpnL4zj4TwZMEDPkAP7RgHmDu7ZEiD/jHxRXrlxR8R0xYoTKV1Tgli9fLvPmzZMePXook1999ZWqyL399tsqn3k0J8AHITNCDwLMKz2o0qbuAuuf//ynqixgry08fLQDD8SSkhLJy8uTqqqqRwRWaWmpzJo1S5555hkldvBA/fd//3f18F+7dq16SM+YMUNQyYBQe/bZZ9XDHg86/2shhvDLo42PpUrYW7BggXowb9myRT348DCEKFuyZIkSFbCNhysegFh2wn+4DraKiorE4XAokQahuGjRIrl161ab17Z8IGOcQYMGybhx4+TGjRvy8ccfy4QJE9TWBu354G8Lwmrfvn1qTvAHrMEED2gIyMeNAzEFUYvlWwhITeRCzELoVldXy+LFi6VDhw7y6quvqthBnH700UcqJi+99JLakwjs/+3f/k2JM/8Dogbzgm3wxFYg4AVBDTEB8bVmzRoVY4gqiF78hx42zB/z/uEPf6iESEZGxiNiA1UiiMP33nuv3Z63YOaC5caWHPz7qpDHy5YtU0ISOQPRCuGM/EROQfT+7W9/kwEDBqhYQ0xiORz8IN6XLl0qvXv3VrnrdDrV33EuBC2PRwnwQcis0IMA80oPqrSpu8AK5EGIf/m3rGChURwVDxz4HKIDogiCAAILAkITbKhy4BcEP0OlANWQiRMnqmvxwPvggw+UcEHfFx5gqKLgPxyosOGBhypWa7YxLqoOL7/8srLz4x//2HctBAyqJqjM4c8t56VdC9v+B+b7zTffyE9/+lNVncMBThA1qG7gusf5AKHXUsiAD4QL5olqCiojeGijwve4cSBsIY4gzHJzc5VJVE4gKN944w0lWlB5hGiA0NHmCJHpP29UXDDvlj5C1ECAQaxBbECIQJxhrJ/85CeyevVqSUtL88VYixOEBkRdS5Ytf1UDySvtmmDmgiplSw7+cwH7lhw17hBYqELBN8RZWwr3zwvkz8mTJ5UYg/jSfg+0mPAW1ZwAH4TMCD0IMK/0oEqbhhVY/m8C+gswVJVQ7Wl54A1EPKQ2bNjQ7C1CVF3w0MKu4hBVqEZAhPgfqEigCoWj5ZuAeBjigNhDVQUVGVRcWh6tNblr12IJqKUo8hcfLW217CPz96Hl25EQUxoPVD7gY3Z2thI1LYWF/zgQKC3FEoTSX//6V1WRwlIjlgjhL/6MA/ZQ8Wt5DB48WC1ztfQRS2P+P8e1qPRhuRdCF1WslgdENMRdW29kYu7+OaDFT5tnS5uY99POpTUOLTni5Q1UV7GsjaNlDxZijcoiKqUQ8Tg0ZhC1mqhCHxmWxLk8+PgbMx+EfGjpQYB5pQdV2tRdYD1uiRAPGlR98HDEA6hlBastgdXygeYfxrbECcQHBMT06dNbbYRuSyQZVWDBdyxDYakSlRMspaJahyrRzp07m1WR2hNYWKr9n//5H3Xt4wTWxYsX5a233mq3P6g1UYNqFwSyJrCwRNqyIoc5BvJGJs5pr8ql+RvMXLQeLH+h+SQCC/2CqIBhCRXLglqfIGxAfGqVPTTmQ2Chf4vLgxRYfDSFlwAFVnh5W2U03QWW1uSOqoj/V6e01+T+OIEFMYHqBSodWmMwxBoqNvivreU1jI9lPvQQYYsIHKgO4T/02rQlsNCH1HKJEI3ueCiiogU/H1f9alndaW2JEJUoPGxRiQt0iRAsMD6W1NDcjQMVEPQmoaKCHreWS4TaOPC3vSXClhUs3IQgbv376fzZt1XB0uKGZV30VflX97SlM+3Nw0AFlr8ob+sXtqXAepK5tCew2lsiRF+ff15o1Ujw1/ICvWropUP+YnmWy4MUWFZ5ABnFTwoso0TCXPPQXWDhgbJ9+3b1Ntgrr7yixA16Tfy3acBDP9AKFpb60FQMcYOHEXpb8AB1uVyqMoXenraa3PEww3zwxlqfPn3Um2zog4EtPEzbEkntNbkHKrCwRBmKJnew/fTTT1WVCvNHTxMaybUXAiDY2mtyx4MefVZa/xkqLFqTe0uBheZzNGxD/KI5HUIF46Pa1bLqojWW4zxUZ77//nvZvHmzqn7hfFQ2IfAgtvDWJpbKYAvVLbfb3eYSofYmKMQjhCTeFG1PYCHuTzMX2G7JwX+slk3uWGZF8z44YslaE2gvvPCC+geGxgEvZWgCCy85gCv67rg5ads3WD4IzfUAMoo3zCujRMJc89BdYAEXHt74Fzre6MMDB6IIDxs0ouPtq9aa3B9XwcLDGU3D6LWCOILtfv36qTfdIDBabnGAn+HBiqZvbS542GrbMOChBuGHN93a66Py36YBgg5iEeNqWzwEKrAwD//tE/AQxxtmaHCH4GnPB/8UhNCEcMFbehAmqH5gOQtN7O2N488R56IvCNs0ID6Pq9zcuXNHLc2BFeaKFwewpNhyB34ILFTQ4BvihKVgvCjwox/9SFVqIJK0rRYwFvqXsAyLz9Gr9CQ9WP48HtcP9rRzwbJpWwILY7e3TQP8RL6CN3I1Li5OVStRhUX1TlsmxPJguL+BINpuZ3wQRlvEomO+zKvoiFO0zTIsAivaoHC+wRNore8peKtPZ8FIc2nNAwg0NP0/rs/r6bw251V8EJozrpH2inkV6QiYc/xmAutedaOsPVATsKd9cu3yYv+kgM/nidYhYCRRY6S5+GeA9qIHljpREQzk5QHrZFDrnvJBaPUM0Md/5pU+XK1u9ZEve7Y6EPofGgJGEjVGmos/Xe2tTfwMfW/Yc4tH2wT4IGSG6EGAeaUHVdqkwGIOkAAJRA0BPgijJlRRNVHmVVSFK2omS4EVNaGKronizTht64jomjlna2QCfBAaOTrROzfmVfTGzsgzt/1i6S2vkSfIuZEACZAACZAACZiTQFysTSYMSpLJBU1fG2emgwLLTNGkLyRAAiRAAiQQZQQgst4vyoyyWbc/XQqs9hnxDBIgARIgARIgAR0J/OXtLB2tR8Y0BVZkuHNUEiABEiABEiCBfxGgwGIqkAAJkAAJkAAJkECICVBghRgozZEACZAACZAACZAABRZzgARIgARIgARIgARCTIACK8RAaY4ESIAESIAESIAEKLCYAyRAAiRAAiRAAiQQYgIUWCEGSnMkQAIkQAIkQAIkQIHFHCABEiABEiABEiCBEBOgwAoxUJojARIgARIgARIgAQqsx+RAv7x4OVPuavXTtj5rL6WCuRa2g70+VDba85OfkwAJkAAJkICVCVhGYOGLF8cPTJakeJsv3u5Gr9ysbJQ9Z5xyoMQpLw9NkSE9EsSRGuM7p6KyUbafrJPURJuM7JPU7LOLFQ3y9dG6xwox/8T6+aSO0jM7TvD9RDjqXF7Zf9YpXxTXBJR/wV4/58epyjfNf/h+/qZbHjg9UtAt3jcvbTJ3qz1y5GK9FPZMkIyUJh4l1xvkv7+ulN9MT5c8R5z62cUKt/x50/2AfOBJJEACJEACJGAVApYRWBAonZNrZfHixXL/fpMg6Nixo0yePFkGDiqQczfd0jfXLt9//7189dVXUl1d7ft88OAC8YpNDnyzT7Zv3y51dXWSn58vs2fPFltilvxh47028+VXP0mXjPhqWbVqlZSVlUl8fLyMHTtWxowZI5uPOmXr8Tpdr4fv3Rwe2bx5sxQXF0tjY6N07dpV5syZI+kZmVJ+tUyWLFkiTqdTzSMmJkb69esnr776qqSlpcnKlSulc+fOMvbFcfLJwRp5fWSq72fjx4+XX3502yq/L/STBEiABEiABAIiYDmB9eGHH8prr70mXbp0kfLyclmxYoW89NJLMmzYcDl3rlQ2btwo8+bNk7y8PLl69aqsXbtWZs6cqWB++umn8sYbb0h2drZs3bpViaW33npLvj7ukqt3GmXmcymqEoTq0IZva2RSQbJ0To+VhFiPEiS4bsKECXLnzh1ZtmyZTJs2TRw5vdoUaKi8TSlIbPf6ojEdpGe2Xc3zQkWDXL/nVhW3BLtNEuM8smHDBqmvr5cZM2ZIYmKiEopnz56VRYsWya1bt2T9+vXyzjvvKFGJ87Zs2aJ+vmDBAlm3bp0SWBBT207UyfiBSRRYAf168SQSIAESIAGrErCswEIFB8fp06dl586dsnDhQjl69KicO3dO5s+fLzZb01LegQMHVBUnNjZW7t27JyNGjFA/h7iCyIIYO3xZpFNarPTIEiWcRo0aJXnde4tdXOrvzz33nFRUVEhhYaFkZmaq6yG4Bg0aJN179Zffrr772PyDcBqQ65U9e/a0eT0CCV8OHjyoRJGzMVYulZ5Sf0eVDiKpqKhIVazcHpFGV60SjxMnThSPx9NMYGn+aaILFT0KLKveIug3CZAACZDA0xCwrMBy2nMkJcEmqbE1gqoWlvsgoj766CMZNmyYjB49WhISElpligrVN/v3KtGE6tZXR2olJyNOhvZMkG3btqmltqlTp8qNGzdURQzCJjU1VdnCtbU1D+Tjjz9WS3BxKZ1VBQuVqt458c3GQw9U16w4Gdkn0ffzx13/p/mZ4qypVBW5uXPnSlZWlqpaQRhlZGTI7t27lYgsrYiRqjpPM5sQi5qYiknoIHHilu3btsj169dVhY4VrKf51eI1JEACJEACViZgaYGFwKMvS1s2RFULy2KbNm2S0tJSyc3NVUtqOTk5cuN+o2pM75IZq3qWIEggnDqkZ8n/t+KOyqH3izLlWvkV1euEz06dOqUqXRBh92s94vWKpCV61bUQXFOmTJHDF12yfPcDgUBKtD9swIc9NNhDfKFBHRUy/Pe46386Lk0GdLHL6tWrpVevXtK/f39VJcMyJHzau3evElj7Sr2qsV5rVPd4Ra5eebQHS+vRQsVN68HiEqGVbxX0nQRIgARI4EkIUGD9S2ChgoXGde1oaGiQI0eOyI4dO9SSYXJ6rsTbbdJQe9/XtzVgwADVk6S9CQjRkpnsVoJk3Lhxallv6NCh0rNXPzl5xSWFPeJV7xN6vzCe05Mgv1/XtDyIQKD6hd4nHFjmy+/Z3/c5lgrbun5E70TVfH7ixAk5efKkqsJBVGHuJSUlvgoWljPLbrvVudrhX8FCD1bLgwLrSX6leC4JkAAJkAAJND3XzXbYfrH0lrelU9pbhFq1KtWRL2lJNik5e6ZZDxb6rVD90Q5NXIwbN16czjolriBeCgoK1BYHxy65ZN2BanU6Kk1YzoNQwpuK6NnCm3o2e6p0SIpRPV6HDh1SoicpKUnOXmtQWyFgi4g/vu6QDokPt4eAvfK7bvmvz+/77LZ1Pc6HjUZnlaxZs0YtEaKpHkudWKrEG4yoqnnsGVJT75HsFJc6D033OPyb3PF3LEXeqGyUfEecOs/hcKh+rRNlLlUpAwe8CIAXBPgWodl+hegPCZAACZBAsAQsK7BavkU4fPhw2bdvn3z33XdKAEGc3Lx5U5YvX65ExLPPPqtERY8ePVR1SmuC9xdC+DOW+iquX1HXQai98soraouH48eOKiH35ptvKrHif6zeX+3bh8v/56iMoTI16/kUOXniWLvXa1Uu9EydP39e9U85OuWIPebhW4SzZs0Su93+2LcIyyqT5IPtVb5pIEEg7CAaUVUDlwsXLihBhjcqUx15vipbsMnI60mABEiABEjALAQsJ7D898GC0Jk0aZIMHjxYGj0iMTavemtw165dUllZKcnJyaoChP2q8IYeGtNbHi2X8rDnVU6aW709+MILL0jvvs+K2+WUpUuXyqVLl5pd3r1792Z9Ua0lFTY/HdXLFtD12OX9ZxPT1DIh3h6EwDp2xSN9cu0Sb2tQvWXYBwtvDfr3WPkvER4qi2+2+Sn86ZYVo8Qnlktra2uVQJw+fbraKwubpa79pqmCx4MESIAESIAESKCJgGUEFqo7eMuvtQM7lG8/USdzR6b6di33P6+h0Sv2f+3A3tr12lIePtN6obTzrt51q2W2tg6tgtXaOS3ttXaO//X+u6xjme/Xy++oOU0tTH5kCdLZ4BWX2ytpSQ+XJr88XPPIxqe/m5Eh2R1jHxla29mdv0wkQAIkQAIkQALNCVhGYKG6M+yZhGZi4lZVoxy/7Gr2VTfYLqFP7sPtEtAQjvMGdIlXm3a2POobvKqBHX1U2oGqE7ZXwHYIeENQewuwteSD7fYqQE9yPfwc1TdRzfXwhab+Lu3wt4O5HTpXL+kpMT7f2pqLP5fWfOYvFgmQAAmQAAmQwEMClhFYDDoJkAAJkAAJkAAJhIsABVa4SHMcEiABEiABEiAByxCgwLJMqOkoCZAACZAACZBAuAhQYIWLNMchARIgARIgARKwDAEKLMuEmo6SAAmQAAmQAAmEiwAFVrhIcxwSIAESIAESIAHLEKDAskyo6SgJkAAJkAAJkEC4CFBghYs0xyEBEiABEiABErAMAQosy4SajpIACZAACZAACYSLAAVWuEhzHBIgARIgARIgAcsQoMCyTKjpKAmQAAmQAAmQQLgIUGCFizTHIQESIAESIAESsASBuFibvF+UaTpfbb9YestrOq/oEAmQAAmQAAmQgOEJQFxNGJQkkwuSDT/XJ52grbCw0FtcXPyk1/F8EmiTwOHDh6WwsJCUSCCkBJhXIcVJY/8iwLxiKuhBgAJLD6q0KbxhMQn0IMC80oMqbTKvmAN6EKDA0oMqbVJgMQd0IcAHoS5YLW+UeWX5FNAFAAWWLlhplDcs5oAeBJhXelClTeYVc0APAhRYelClTVawmAO6EOCDUBesljfKvLJ8CugCgAJLF6w0yhsWc0APAswrPajSJvOKOaAHAQosPajSJitYzAFdCPBBqAtWyxtlXlk+BXQBQIGlC1Ya5Q2LOaAHAeaVHlRpk3nFHNCDAAWWHlRpkxUs5oAuBPgg1AWr5Y0yryyfAroAoMDSBSuN8obFHNCDAPNKD6q0ybxiDuhBgAJLD6q0yQoWc0AXAnwQ6oLV8kaZV5ZPAV0AUGDpgpVGecNiDuhBgHmlB1XaZF4xB/QgQIGlB1XaZAWLOaALAT4IdcFqeaPMK8ungC4AKLB0wUqjvGExB/QgwLzSgyptMq+YA3oQoMDSgyptsoLFHNCFAB+EumC1vFHmleVTQBcAFFi6YKVR3rCYA3oQYF7pQZU2mVfMAT0IUGDpQZU2WcFiDuhCgA9CXbBa3ijzyvIpoAsACixdsNIob1jMAT0IMK/0oEqbzCvmgB4EKLD0oEqbrGAxB3QhwAehLlgtb5R5ZfkU0AUABZYuWGmUNyzmgB4EmFd6UKVN5hVzQA8CFFh6UKVNVrCYA7oQ4INQF6yWN8q8snwK6ALA9oult7y6WKZREiABEiABiYu1yYRBSTK5IJk0DEqAAsuggYnyaVFgRXkAOX0SIAHjE4DIer8o0/gTtegMKbAsGnid3abA0hkwzZMACZAACPzl7SyCMCgBCiyDBibKp0WBFeUB5PRJgASigwAFlnHjRIFl3NhE88wosKI5epw7CZBA1BCgwDJuqCiwjBubaJ4ZBVY0R49zJwESiBoCFFjGDRUFlnFjE80zo8CK5uhx7iRAAlFDgALLuKGiwDJubKJ5ZhRY0Rw9zp0ESCBqCFBgGTdUFFjGjU00z4wCK5qjx7mTAAlEDQEKLOOGigLLuLGJ5plRYEVz9Dh3EiCBqCFAgWXcUFFgGTc20TwzCqxojh7nTgIkEDUEKLCMGyoKLOPGJppnFhKB1S8vXs6Uu0LKYUTvRDlQ4nxqm6GYUyhsPLUDvJAESMBUBCiwjBtOCizjxiaaZ9aqwML3Zo0fmCxJ8Tafb+5Gr9ysbJQ9Z5xK+Mz5caoM6ZHgOwefnylvkA+2VwXF4+eTOkrP7Dj1/V04Hjg98m1pvXxRXBOQ3ZbX17m8sv+sM+DrW/Pr/E23lFx3PcJEm9+lCrfkZ8ZJRkqMmmPJ9Qb5768r5TfT0yXPEad+drHCLX/edD8gH3gSCZCA+QhQYBk3phRYxo1NNM+sVYEFkdI5uVYWL14s9+83iYKOHTvK5MmTZeCgArl2zyP5Dpv8/e9/lwMHDkhjY6P069dPXn31Vbl8P/GpRdavfpIuGfHVsmrVKikrK5P4+HiZMGGCPD9ipKz/trbdilZr148dO1bGjBkjm486ZevxujZjBb+7OTyyefNmKS4uVn517dpV5syZIx06OqSupqoZE5vNJvn5+TJ79mzp3LmzrFy5Uv1/7Ivj5JODNfL6yFTfz8aPHy+//Oh2NOcK504CJBAEAQqsIODpfCkFls6ALWq+TYH14YcfymuvvSZdunSR8vJyWbFihbz00ksyfPhwQUIePHhQioqKJDExUT755BNJSEiQ6a/MkKOXXdIz2y6O1BhVgbp2t1F2nKxTy4hYdpv5XIqqUKHqteHbGplUkCzZHWMlMc6jBEl2drYSVnfu3FFia8aMGdKYmNtmBQhVtykFiY9cv2zZMpk2bZo4cnrJHzbek6IxHdTccFyoaJDr99wysk+SJNhtavwNGzZIfX29GhN+bd++Xc6ePSuLFi0Sl8slGhMILwgwCEywwOefffaZElgQU9tO1Mn4gUkUWBb9xaLbJNCSAAWWcXOCAsu4sYnmmQUksCAmcJw+fVp27twpCxculOPHj0tqaqr0799ffXbixAn1s3nz5qmqF4QSqlApKSkyc+ZMyenWT/7fJ3cFVaIeWSIQPqNGjZK87r3FLi7195EjR0pSUpLk5ORIcnKyOJ1OWbp0qbzwwguS37O//H7d3ceyhnAakOuVPXv2SGFhoWRmNn1zPeYxaNAg6d6rv/x29V31havwA+JwwYIF4myMlUulp9TfUaFbt26dEo3pGZni9og0umpl7dq1MnHiROnQoUMzgQX7lZWVvp/t3buXAiuafxs4dxLQkQAFlo5wgzRNgRUkQF7eKoGABJbTniMpCTZJja1RYgJLYlgaw4EqVGyMqMoPKk+jR4+WNWvWSEZGhqpCnTx5Unbt2qVE2bHyOFUpGtozQbZt26YE1NSpU+XGjRuyceNGJWwg2rTjwoULqiqEn3vsGaoChUpV75z4Zs4cuVgvXbPiZGSfRN/PMa/amgfy8ccfq6XLuJTO6vo/zc8UZ02lqsbNnTtXsrKy1NxRecKcd+/ereZaWhEjVXWeZjb9xVSnH3QRj8cjRw8flG+//Vbeffdd+fzzzymw+ItGAiTQKgEKLOMmBgWWcWMTzTMLWGDBSfRlaUtkP8jtIreqGlUT99GjR2X//v3y1ltvqYoVBEttba1Mnz5d0tLSfHy05u/3izLlWvkV1esE8XTq1ClV7UKlq6HRK9fLr8iSJUvE7Xarnw0ZMkQOX3TJ8t0PlEBKtD9svofxispGJZ7QoN4pLVb9l5bolfXr1yvBNmXKFN/1Px2XJgO62GX16tXSq1cvVYFDlQvLiLdu3RJUoSCw9pV6VWO81qgOwVZT/WgPVqdOnWTWrFnSrVu3ZsuBXCKM5l8Lzp0EQk+AAiv0TENlkQIrVCRpx5/AUwksVLBS0nOlQ5JNyq+WqeoTREZObp7ExthUZWrLli1y5MgRiYmJUSIJQgaiQxMtmcluJUjGjRunlvWGDh0qffs9Kx6P1/cG4c2bN5UQglBLcXRVIgo3KVS/YB8Hlvn8lw+xVFjYI171TqFvDHN1ehJ8y4vY/gHN51jSRHVt2LBhSlTNnz9fSkpKfBWsw5dFym671bna4V/B0pZN/WFqTe7sweIvGQmQQEsCFFjGzQkKLJ2TlcoAACAASURBVOPGJppnFpDASnXkS1qSTUrOnvH1YCUmJsm9e3dVEzqqP6jgYEsE/60dvF6vnD9/Xr766itVFdLeMESlCct5EEro17p37556Uw/9Vzgf4sUWl6Rs+YsWvIX3x9cd0iGxaTsE7Si/65b/+vy+qmDBLipqhw4dUqIJNs9eaxAsI2r7asFGo7NKLWViiVBb2sRSJfzRliRr6j2SneJS52G5E29S+je5a+PffuCRrA4x6jyHw6H6tU6UuVSlDEuReXl56uUAvkUYzb8qnDsJBEeAAis4fnpeTYGlJ13r2g5IYLX2FuHdu3dVfxO2QCgoKPARrKurU43pqAyhKnXx4kX58ssvlcC6UZOk9ofCgaW+iutXZPny5aq69corr6glQTS7Q6yhsoW3CPH5yy+/LFm5P/RVoV4emtIsYqiKoTI16/kUOXnimBKBb775phI7/sfq/dVKZGlVLjS0Q9BhadPRKUfsMQ/fIkRFzm63P/YtwtjUXPmiuNa3wSpunhB2EI2oqkG0oYcMy5RvvPGGpDry2mzSt24K0nMSsAYBCizjxpkCy7ixieaZBbwPFsTKpEmTZPDgwYL9n/yX6TQA2NYA2xVgWRDVHPQ0aW8R+i8R4nzsWZWT1iSo8JbgM737SYxNpPL+XXUterKw7QMqR3jbsPSG2yfOWgMO0TWql02Ju0uXLjU7pXv37s36qrBVxM8mpqllQrw9CIF17IpH+uTaJd7WIJs2bVL7YKGJXdsHy+HIlKqqh28MovFfE4uaP92yYmTfvn2yY8cO1YMGZljexB5h2Ox07TfV0ZwrnDsJkEAQBCiwgoCn86UUWDoDtqj5VgUWKjx406+1A43qeGOvZaO5/7ler4iteR+6aMt42nlaL5T2dyypYaf4sc8m+nqwtM9aXtvavFraa+0crYKFz/x3WUcD+6+X31FVsKmFyY8sQTobvHLnQVNDv/98W+5a/7sZGWo/r5aH1txv0Ryj2yRAAiKqf5SHMQlQYBkzLtE+q1YFFio8w55JkLSkh71OeGPw+GWXWhLDVgl9cptvlaCBwNYG1XUeyewQq7ZkwIFm8da+6gZVJ4g1XIM3BHFg7FF9E9u9tjXw2luErX2G+ftXkPzHOXzhYX8WrvW3g7kdOlevTGpMtJ+19v2L/mzqG7xy8oqr3R3ooz2JOH8SIIH2CVBgtc8oUmdQYEWKvLnHDcmXPZsbEb0jARIggeAJUGAFz1AvCxRYepG1tl0KLGvHn96TAAmEiQAFVphAP8UwFFhPAY2XtEuAAqtdRDyBBEiABIInQIEVPEO9LFBg6UXW2nYpsKwdf3pPAiQQJgIUWGEC/RTDUGA9BTRe0i4BCqx2EfEEEiABEgieAAVW8Az1skCBpRdZa9ulwLJ2/Ok9CZBAmAhQYIUJ9FMMQ4H1FNB4SbsEKLDaRcQTSIAESCB4AhRYwTPUywIFll5krW2XAsva8af3JEACYSJAgRUm0E8xDAXWU0DjJe0SoMBqFxFPIAESIIHgCVBgBc9QLwsUWHqRtbZdCixrx5/ekwAJhIkABVaYQD/FMBRYTwGNl7RLgAKrXUQ8gQRIgASCJ0CBFTxDvSxQYOlF1tp2KbCsHX96TwIkECYCFFhhAv0Uw1BgPQU0XtIuAQqsdhHxBBIgARIIjkBcrE3eL8oMzgiv1o0ABZZuaC1tmALL0uGn8yRAAnoTgLiaMChJJhck6z0U7T8lAQqspwTHy9okYCssLPQWFxcTEwmElABvWCHFSWP/IsC8YiroQYB5pQdV2qTAYg7oQoA3LF2wWt4o88ryKaALAOaVLlgtb5QCy/IpoA8A3rD04Wp1q8wrq2eAPv4zr/ThanWrFFhWzwCd/OcNSyewFjfLvLJ4AujkPvNKJ7AWN0uBZfEE0Mt93rD0Imttu8wra8dfL++ZV3qRtbZdCixrx18373nD0g2tpQ0zrywdft2cZ17phtbShimwLB1+/ZznDUs/tla2zLyycvT18515pR9bK1umwLJy9HX0nTcsHeFa2DTzysLB19F15pWOcC1smgLLwsHX03XesPSka13bzCvrxl5Pz5lXetK1rm0KLOvGXlfPecPSFa9ljTOvLBt6XR1nXumK17LGKbAsG3p9HecNS1++VrXOvLJq5PX1m3mlL1+rWqfAsmrkdfabNyydAVvUPPPKooHX2W3mlc6ALWqeAsuigdfbbd6w9CZsTfvMK2vGXW+vmVd6E7amfQosa8Zdd695w9IdsSUHYF5ZMuy6O8280h2xJQegwLJk2PV3mjcs/RlbcQTmlRWjrr/PzCv9GVtxBAosK0Y9DD7zhhUGyBYcgnllwaCHwWXmVRggW3AICiwLBj0cLvOGFQ7K1huDeWW9mIfDY+ZVOChbbwwKLOvFPCwe84YVFsyWG4R5ZbmQh8Vh5lVYMFtuEAosy4U8PA7zhhUezlYbhXlltYiHx1/mVXg4W20UCiyrRTxM/vKGFSbQFhuGeWWxgIfJXeZVmEBbbBjbL5be8lrMZ7pLAiRAAiRAAiTwGAJxsTaZMChJJhckk1EQBCiwgoDHS0mABEiABEjAjAQgst4vyjSja2HziQIrbKg5EAmQAAmQAAlED4G/vJ0VPZM14EwpsAwYFE6JBEiABEiABCJNgAIruAhQYAXHj1eTAAmQAAmQgCkJUGAFF1YKrOD48WoSIAESIAESMCUBCqzgwkqBFRw/Xk0CJEACJEACpiRAgRVcWCmwguPHq0mABEiABEjAlAQosIILKwVWcPx4NQmQAAmQAAmYkgAFVnBhpcAKjh+vJgESIAESIAFTEqDACi6sFFjB8ePVJEACJEACJGBKAhRYwYWVAis4fryaBEiABEiABExJgAIruLCGRGD1y4uXM+WuVmcyoneiHChxPtUs27L7VAaf4iIjzOEpps1LSIAESIAESCAoAhRYQeGTVgUWvuRx/MBkSYq3+ay7G71ys7JR9pxxKsH08tAUGdIjQRypMb5zKiobZfvJOklNtMnIPknNPjt7rUF2nKx7rBDzd+PnkzpKz+w4wXch4ahzeWX/Wad8UVzzRN4WjekgQ3smqGseOD3y29V3A7p+zo9TlW+a//D9/E23slHQLd43L83Y3WqPHLlYL4U9EyQjpYlHyfUG+e+vK+U309MlzxGnfnaxwi1/3nQ/oDnwJBIgARIgARKIJAEKrODotyqwIHA6J9fK4sWL5f79JkHQsWNHmTx5sgwcVCDnbrqlb65dvv/+e/nqq6+kurra9/ngwQXiFZsc+GafbN++Xerq6qRr164yb948uedKbVdg/Oon6ZIRXy2rVq2SsrIyiY+Pl7Fjx8qYMWNk81GnbD1eF5DHEIlTChJl7dq1yoeFCxfKvlJvuyINvndzeGTz5s1SXFwsjY2Nav5z5syR9IxMKb9aJkuWLBGns6kqFxMTI/369ZNXX31V0tLSZOXKldK5c2cZ++I4+eRgjbw+MtX3s/Hjx8svP7od0Px5EgmQAAmQAAlEkgAFVnD02xRYH374obz22mvSpUsXKS8vlxUrVshLL70kw4YNl3PnSmXjxo1KOOXl5cnVq1eVmJk5c6aa0aeffipvvPGGZGdny9atW+XOnTvy+uuvy1+3PlCfz3wuRVWCUB3a8G2NTCpIls7psZIQ61GCBNdNmDBBXbds2TKZNm2aOHJ6yR823gvI4z++7pDySyVqzrm5uc0EFipbPbPtys6Figa5fs+tKm4Jdpskxnlkw4YNUl9fLzNmzJDExEQlFM+ePSuLFi2SW7duyfr16+Wdd95RohLnbdmyRf18wYIFsm7dOiWwIKa2naiT8QOTKLACihhPIgESIAESMBIBCqzgohGQwEIFB8fp06dl586dSqwcPXpUzp07J/PnzxebrWkp78CBA6qKA8GFqlH37t3Vz0+cOCF79+71iZyuWXHSI0uUcBo1apTkde8tdnGpvz/33HNSUVEhhYWFkpmZqa6H4Bo0aJB079U/oGU+VKHy0lyqCgZxdfny5WYCC0kDXw4ePKhEkbMxVi6VnlJ/R5UOIqmoqEhVrNwekUZXrRKPEydOFI/H00xgYX6otGmiCxU9CqzgkpJXkwAJkAAJRJ4ABVZwMQhIYDntOZKSYJPU2BpBVWv27NkSGxsrH330kQwbNkxGjx4tCQlNvU4tj4aGBlURgvCaMmWKfHm4RnIy4lRv1LZt29RS29SpU+XGjRuqIgZhk5qaqsygulVb80A+/vhjtQQXl9JZVbCw/Nc7J77ZUOiBQm8YmuqxLAfbqC5BHPqLO/Rx/Wl+pjhrKlV1a+7cuZKVlaXmCGGUkZEhu3fvVoKstCJGquo8MrJPom8sfzEVk9BB4sQt27dtkevXr8tbb73FClZw+cirSYAESIAEDEKAAiu4QAQssDAM+rK0ZUMIFyyLbdq0SUpLS1WlCEtqOTk5cvmWW7p1ilOVp2PHjknPnj1VpSs2PkV+s/KOmvH7RZlyrfyK6nWCqDp16pSqBGGJ8X6tR7xekbREr6oMQXBBnB2+6JLlux8ogZRof9iAD3tosIf4+s/ZDnFW3ZTPP/9cLV9eunTJJ7BOXrOp6386Lk0GdLHL6tWrpVevXtK/f381VyxDwqeWgkxrVPd4Ra5eebQHS+vRQsVN68HiEmFwicmrSYAESIAEIkuAAis4/k8lsFDBys/P942MKtWRI0dkx44dSkjl5nWR2H+9XIgmcfQw3bx5U/VkaY3qEC2ZyW4lSMaNGyd79uyRoUOHSs9e/eTkFZcU9ohX16H3C+M5PQny+3VNbwEi6KhQofcJB5b58nv2l/M3G+RH3eLU0iBE05AhQ5otT6KfCm8jlt12qyoXli5PnjypqnAQVZh7SUmJr4J1+LL4ztWc9a9goQer5UGBFVxC8moSIAESIAFjEKDACi4OAQmsVEe+pCXZpOTsmWY9WFj2g5DRDk1cDBgwQC39oQcLWyzcunHF16N0szZZbV+ArRCw9AahhH6te/fuqTf1bPZU6ZAUo3q8Dh06pERPUlKSYJsHbRkQDewdEh9uD4Hxy++6JTkhRmruXZMPPvhAvb3of6Snp8t7770n2viw0eiskjVr1qglQjTVY6kTS5UQaKiqeewZUlPvkewUlzoPTfc4/Jvc8XcsZd6obJR8R5w6z+FwqH6tE2UuVSnDUiT60vCCAN8iDC5heTUJkAAJkEB4CFBgBcc5IIHV8i3C4cOHy759++S7775TAgjiBBWq5cuXKxGRkpKitm948803VaM6KlF4yxDn7v6n27dVApb6Kq5fUddBqL3yyitqi4fjx44qIYfrIVb8j9X7q337cPn/HL1V2OKhR3bTnlPa4d9gr1Ww1n5TLXiTEFUyNLSfP39e9U85OuWIPebhW4SzZs0Su93+2LcIyyqT5IPtVb6xkIwQhhCNqKqBy4ULF5QgQ/Uu1ZHnq8IFFzZeTQIkQAIkQAL6EqDACo5vwPtgQehMmjRJBg8eLI0ekRibV701uGvXLqmsrJTk5GRVAcJ+VXirEALMv9Ec/VCpHTrKB9sf+DYbhSDKSXOrtwdfeOEF6d33WXG7nLJ06VLVO+V/oBrW3l5W2HV92DMJkpbUVN3C24ql/zzp66kquxerqmc4cO7PJqapZUK8PQiBdeyKR/rk2iXe1qB6y7APFt4a9O+x8l8iPFQW32xfLfjTLStG+Y7l0traWiUQp0+frvbKwvIkxB0PEiABEiABEjA6AQqs4CLUqsDy3wG9pXnsUL79RJ3MHZnq27Xc/xws1dljbZLdMbbZpVhG+/vR2mYbhWpv/GknXr3rVstsbR1aBSsQt/13Ucf5La/1/xzz+/XyO+otxKmFyY8sQTobvOJye33iDfbwRmTLjU9/NyPjEd9xrrazeyDz5jkkQAIkQAIkEGkCFFjBRaBVgdWyEoQhblU1yvHLrmZfdYPtEvrkPtwuAc3j2tfZ4Kt0UEHCUd/glX3/dLb6NTnaedgOAW/4oTerU1pzcaa5iDk8SQUIYmlAl3i1gWhr18LPUX0T1eeHLzRt86Ad/vPA3A6dq5f0lJg27WnX+nOB72jaf9rvYwwuvLyaBEiABEiABJ6OAAXW03HTrgrJlz0HNwVeTQIkQAIkQAIkYDQCFFjBRYQCKzh+vJoESIAESIAETEmAAiu4sFJgBcePV5MACZAACZCAKQlQYAUXVgqs4PjxahIgARIgARIwJQEKrODCSoEVHD9eTQIkQAIkQAKmJECBFVxYKbCC48erSYAESIAESMCUBCiwggsrBVZw/Hg1CZAACZAACZiSAAVWcGGlwAqOH68mARIgARIgAVMSoMAKLqwUWMHx49UkQAIkQAIkYEoCFFjBhZUCKzh+vJoESIAESIAETEmAAiu4sFJgBcePV5MACZAACZCAKQlQYAUXVgqs4PjxahIgARIgARIwHYG4WJu8X5RpOr/C6RAFVjhpcywSIAESIAESMDgBiKsJg5JkckGywWdq7OnZCgsLvcXFxcaeJWcXdQQOHz4shYWFUTdvTtjYBJhXxo5PtM6OeRWtkTP2vCmwjB2fqJ0db1hRGzpDT5x5ZejwRO3kmFdRGzpDT5wCy9Dhid7J8YYVvbEz8syZV0aOTvTOjXkVvbEz8swpsIwcnSieG29YURw8A0+deWXg4ETx1JhXURw8A0+dAsvAwYnmqfGGFc3RM+7cmVfGjU00z4x5Fc3RM+7cKbCMG5uonhlvWFEdPsNOnnll2NBE9cSYV1EdPsNOngLLsKGJ7onxhhXd8TPq7JlXRo1MdM+LeRXd8TPq7CmwjBqZKJ8Xb1hRHkCDTp95ZdDARPm0mFdRHkCDTp8Cy6CBifZp8YYV7RE05vyZV8aMS7TPinkV7RE05vwpsIwZl6ifFW9YUR9CQzrAvDJkWKJ+UsyrqA+hIR2gwDJkWKJ/UrxhRX8MjegB88qIUYn+OTGvoj+GRvSAAsuIUTHBnHjDMkEQDegC88qAQTHBlJhXJgiiAV2gwDJgUMwwJd6wzBBF4/nAvDJeTMwwI+aVGaJoPB8osIwXE1PMiDcsU4TRcE4wrwwXElNMiHllijAazgkKLMOFxBwT4g3LHHE0mhfMK6NFxBzzYV6ZI45G84ICy2gRMcl8eMMySSAN5gbzymABMcl0mFcmCaTB3KDAMlhAzDId3rDMEklj+cG8MlY8zDIb5pVZImksPyiwjBUP08yGNyzThNJQjjCvDBUO00yGeWWaUBrKEQosQ4XDPJPhDcs8sTSSJ8wrI0XDPHNhXpknlkbyhALLSNEw0Vx4wzJRMA3kCvPKQMEw0VSYVyYKpoFcocAyUDDMNBXesMwUTeP4wrwyTizMNBPmlZmiaRxfbL9YestrnOlwJiRAAiRAAtFGIC7WJhMGJcnkguRom7qaLwVWVIbN8JOmwDJ8iDhBEiABEjA+AYis94syjT/RVmZIgRWVYTP8pCmwDB8iTpAESIAEooPAX97Oio6JtpglBVZUhs3wk6bAMnyIOEESIAESiA4CFFjRESfOMjwEKLDCw5mjkAAJkIDpCVBgmT7EdPAJCFBgPQEsnkoCJEACJPB4AhRYzA4SeEiAAovZQAIkQAIkEBICFFghwUgjJiFAgWWSQNINEiABEog0AQqsSEeA4xuJAAWWkaLBuZAACZBAFBOgwIri4HHqISdAgRVypDRIAiRAAtYkQIFlzbjT69YJUGAxM0iABEiABEJCgAIrJBhpxCQEDCuwRvROlAMlzohi7pcXL2fKXRGdAwcnARIggWghQIEVLZHiPMNBoFWBhe+UGj8wWZLibb45uBu9crOyUfaccTYTPtr3T+FrEupcXtl2ola2Hq976rn/fFJH6ZkdJ7CH44HTI9+W1ssXxTVPZLNoTAcZ2jPBZ+O3q+8GdP2cH6fKkB4JPt/h9/mbbim57nqEiTa/SxVuyc+Mk4yUGDVGyfUG+e+vK+U309MlzxGnfnaxwi1/3nQ/oDnwJBIgARKIRgIUWNEYNc5ZLwKtCiyInM7JtbJ48WK5f79JFHTs2FEmT54sAwcVyNfH6pSIQoXnrbEd5MzJ7+XLL7+Ut99+W5z2HCUunub41U/SJSO+WlatWiVlZWUSHx8vEyZMkOdHjJT139YGXNGC6JtSkChr165V81+4cKHsK/W2K9LgdzeHRzZv3izFxcXS2NgoXbt2lTlz5kiHjg6pq6lqxsRms0l+fr7Mnj1bOnfuLCtXrlT/H/viOPnkYI28PjLV97Px48fLLz+6/TRYeA0JkAAJRAUBCqyoCBMnGSYCbQqsDz/8UF577TXp0qWLlJeXy4oVK+Sll16SgQXD5Dcr7wgEUVZSnXzwwQdSWVkp77zzjhJYVXUe6ZltF0dqjKpAXbvbKDtO1qnlNoiymc+lqAoVqkMbvq2RSQXJkt0xVhLjPEqQZGdnK2F1584dJbZmzJghjYm5AVeA/vi6Q8ovlaj55ubmNhNYqGxhbjguVDTI9XtuGdknSRLsNjX+hg0bpL6+Xo2ZmJgo27dvl7Nnz8qiRYvE5XKJxgTCCwLswIED6pvY8flnn32mBBbE1LYTdTJ+YBIFVpgSmcOQAAlEngAFVuRjwBkYh0BAAgtiAsfp06dl586dSrDcrbNLbkas/P3vfxen0ymXLl1SYiyrcxdx1VUqYYEqVEpKisycOVNyuvWT//fJXUGVqEeWyLJly2TUqFGS17232MWl/j5y5EhJSkqSnJwcSU5OVnaXLl0qL7zwguT37C+/X9f+Mh/s56W5lDCDuLp8+XIzgYUbAPw4ePCgLFiwQJyNsXKp9JT6Oyp069atk6KiIknPyBS3R6TRVasqYRMnTpQOHTo0E1hgAmGpia69e/dSYBkntzkTEiCBMBOgwAozcA5naAIBCSxUpVISbJIaW6PEBJbEcvPy5eqVMiWwpk2bJmvWrFECC2IMf87IyFBVqJMnT8quXbuUyDlWHqcqReiN2rZtmxJQU6dOlRs3bsjGjRuVsElNTfUBu3DhgqoK4ecee4b8YeM9wfJf75z4ZlCPXKxXy4dojMeyHGyjCoW5QPT4LxH+aX6mOGsqVXVr7ty5kpWVpapWqDxhzrt371bnl1bEqErcyD6JvrH8xVSnH3QRj8cjRw8flG+//Vbeffdd+fzzzymwDJ3unBwJkICeBCiw9KRL29FGIGCBBcfQl6VVa1BlQpXq+eefVxUn/6UzCJba2lqZPn26pKWl+Zhozd/vF2XKtfIrqtcJ4unUqVOq2oVKV0OjV66XX5ElS5aI2+1WPxsyZIgcvuiS5bsfCARSov1h8z2MV1Q2KvH1n7Md4qy6qYTOvHnzVFVNE1gnr9nU9T8dlyYDuthl9erV0qtXL+nfv7/yAyLx1q1bjwgyrVEdy5k11Y/2YHXq1ElmzZol3bp1a7YcyCXCaPtV4HxJgASCJUCBFSxBXm8mAk8lsFDBunbtmpw/f15Vs6qrq5sJLFSmtmzZIkeOHJGYmBglkiBkIDrwNiBES2ayWwmScePGyZ49e2To0KHSt9+z4vF4fW8Q3rx5UwkhCLUUR1clovALjAoV7OPAMh+WD8/fbJAfdYtTS4MYC6LsxIkTPsGEfqr9Z51Sdtutqlz4DNW1YcOGqXPmz58vJSUlvgrW4cviO1cLuH8FS1s29U8GrcmdPVhm+hWhLyRAAoESoMAKlBTPswKBgARWqiNf0pJsUnL2jOrBQnUIy4BYwmt5QPAMHDhQ/djr9SoR9tVXX6llt8v3E+WD7VWCrRCw9AahhLf87t27p97UQ/8Vzod4scUlqa0S/EUL3sJDA3uHxKbtELSj/K5bkhNipObeNdVwX1fXfJuI9PR0ee+99+RmbbJ6wxE2Gp1VygcsEaKpfvTo0WqpEgJNW5KsqfdIdopLnYflTrxJ6V+p08a//cAjWR1i1HkOh0P1a50oc6lKGZYi8/Ly1MsBfIvQCr9S9JEErEuAAsu6safnjxIISGC1fItw+PDhzSw1603q1Ek1pqMyhKrUxYsX1RYOEFg3apJ8Wzhgqa/i+hVZvny5qji98sorakkQze5YbkNlC28R4vOXX35ZsnJ/6Gtyf3loSrPxURXDG409spv2nNKO1ipYa7+pFrxJWNgjXjW0Q9C99dZb4uiUI/aYh28RYtnPbrc/9i3C2NRc+aK41rcRKW4sR48eVaIRIhOiDQJ0/fr18sYbb0iqIy+gJn0mKQmQAAlEKwEKrGiNHOetB4GA98FCZWbSpEkyePBgqapr2nQUR6e0WIlxP2hW2bl69aqq5qCnSXuL0H+JENdBEOWkNQkqvCX4TO9+EmMTqbx/V12LnqyEhARVOcLbhqU33G3ur4XtH4Y9kyBpSU3Vra5ZcVL6z5O+JcKye7G+63HuzyamqWVCvD0IgXXsikf65Nol3tYgmzZtUvtgoYld2wfL4ciUqqqHbwy23O8L/nTLipF9+/bJjh07VA8amGF5s1+/fmp5EuKOBwmQAAmYlQAFllkjS7+ehkCrAst/F/SWRrVGde3nLc+9W+1Ry4naTuzaeVjG+6/PH+5krr3x56s2lbmUaBv7bGK71wbiqP8u6jh/9f7qZhuV+n+OBvZfL7+j3kKcWpj8yBKks8Erdx40+nZlhz0sAWK50//43YwMtZ9Xe8wCmT/PIQESIIFoI0CBFW0R43z1JNCqwGpZDcIEblU1yvHLrke+m8//XGxrcOhcvaSnxMiALvFqSwYcaCxv7atusNSHShOuwxt+OGBvVN/Edq9tDwrEkjYHzL1l9ch/nMMXmrZ50A70iKEyh0PzCX/WKmTaz1r7nkJsI9Ent2kbifoGr5y84gp4B/r2fOLnJEACJGBkAhRYRo4O5xZuAob9sudwg+B4JEACJEACwRGgwAqOH682FwEKLHPFk96QAAmQQMQIUGBFDD0HNiABCiwDBoVTIgESIIFoJECBFY1R45z1IkCBpRdZ2iUBEiABixGgwLJYwOlumwQosJggJEACJEACRNgnfQAAIABJREFUISFAgRUSjDRiEgIUWCYJJN0gARIggUgToMCKdAQ4vpEIUGAZKRqcCwmQAAlEMQEKrCgOHqcecgIUWCFHSoMkQAIkYE0CFFjWjDu9bp0ABRYzgwRIgARIICQEKLBCgpFGTEKAAsskgaQbJEACJBBpAhRYkY4AxzcSAQosI0WDcyEBEiCBKCZAgRXFwePUQ06AAivkSGmQBEiABKxJgALLmnGn160ToMBiZpAACZAACQRNIC7WJu8XZQZtJxIGDh8+LIWFhZEYmmOamAAFlomDS9dIgARIIBwEIK4mDEqSyQXJ4Rgu5GNQYIUcKQ2KiK2wsNBbXFxMGCQQUgK8YYUUJ439iwDziqmgBwHmlR5UaZMCizmgCwHesHTBanmjzCvLp4AuAJhXumC1vFEKLMungD4AeMPSh6vVrTKvrJ4B+vjPvNKHq9WtUmBZPQN08p83LJ3AWtws88riCaCT+8wrncBa3CwFlsUTQC/3ecPSi6y17TKvrB1/vbxnXulF1tp2KbCsHX/dvOcNSze0ljbMvLJ0+HVznnmlG1pLG6bAsnT49XOeNyz92FrZMvPKytHXz3fmlX5srWyZAsvK0dfRd96wdIRrYdPMKwsHX0fXmVc6wrWwaQosCwdfT9d5w9KTrnVtM6+sG3s9PWde6UnXurYpsKwbe1095w1LV7yWNc68smzodXWceaUrXssap8CybOj1dZw3LH35WtU688qqkdfXb+aVvnytap0Cy6qR19lv3rB0BmxR88wriwZeZ7eZVzoDtqh5CiyLBl5vt3nD0puwNe0zr6wZd729Zl7pTdia9imwrBl33b3mDUt3xJYcgHllybDr7jTzSnfElhyAAsuSYdffad6w9GdsxRGYV1aMuv4+M6/0Z2zFESiwrBj1MPjMG1YYIFtwCOaVBYMeBpeZV2GAbMEhKLAsGPRwuMwbVjgoW28M5pX1Yh4Oj5lX4aBsvTEosKwX87B4zBtWWDBbbhDmleVCHhaHmVdhwWy5QSiwLBfy8DjMG1Z4OFttFOaV1SIeHn+ZV+HhbLVRKLCsFvEw+csbVphAW2wY5pXFAh4md5lXYQJtsWFsv1h6y2sxn+kuCZAACZAACZiWQFysTSYMSpLJBcmm9TEaHKPAioYocY4kQAIkQAIk8AQEILLeL8p8git4aqgJUGCFmijtkQAJkAAJkIABCPzl7SwDzMK6U6DAsm7s6TkJkAAJkICJCVBgRTa4FFiR5c/RSYAESIAESEAXAhRYumAN2CgFVsCoeCIJkAAJkAAJRA8BCqzIxooCK7L8OToJkAAJkAAJ6EKAAksXrAEbpcAKGBVPJAESIAESIIHoIUCBFdlYUWBFlj9HJwESIAESIAFdCFBg6YI1YKMUWAGj4okkQAIkQAIkED0EKLAiGysKrMjy5+gkQAIkQAIkoAsBCixdsAZslAIrYFQ8kQRIgARIgASihwAFVmRjFRKB1S8vXs6Uu0LuSbB2g70eDoXCRsjB0CAJkAAJkAAJtEOAAiuyKdKqwMKXRI4fmCxJ8Tbf7NyNXrlZ2Sh7zjjlQIlTXh6aIkN6JIgjNcZ3TkVlo2w/Wac+18TJ/NGp0iExRnD90csuWb77Qbse/3xSR+mZHSf4LiUcdS6v7D/rlC+Ka9q9Fif8dFya9Muz+65/4PTIt6X1AV8/58epyjfNf8z9/E23wE5Bt3ifXW0yd6s9cuRivRT2TJCMlCYeJdcb5L+/rpTfTE+XPEec+tnFCrf8edP9gHzgSSRAAiRAAiQQDAEKrGDoBX9tqwILAqdzcq0sXrxY7t9vEgQdO3aUyZMny8BBBXLuplv65trl+++/l6+++kqqq6ubfb5kR7WqaP1uRobU3rsiS5culVmzZkl+z/7y+3V325z1r36SLhnx1bJq1SopKyuT+Ph4GTt2rIwZM0Y2H3XK1uN1bV4PcfVMp0ZZv369nDp1Sl0/YcIEeX7ESPn6WF2718P3bg6PbN68WYqLi6WxsVG6du0qc+bMkfSMTCm/WiZLliwRp7NJRMbExEi/fv3k1VdflbS0NFm5cqV07txZxr44Tj45WCOvj0z1/Wz8+PHyy49uBx81WiABEiABEiCBdghQYEU2RdoUWB9++KG89tpr0qVLFykvL5cVK1bISy+9JMOGDZdz50pl48aNMm/ePMnLy5OrV6/K2rVrZebMmRLfsYtcuuWW4T1jZfny5VJaWqrO0wQWlt1mPpeiKkGoDm34tkYmFSRL5/RYSYj1KEGSnZ2thNGdO3dk2bJlMm3aNHHk9JI/bLzXJjF8e/g3+/cqcfXmm28q8Yd5QwClOLqq64vGdJCe2XZl50JFg1y/55aRfZIkwW6TxDiPbNiwQerr62XGjBmSmJgo27dvl7Nnz8qiRYvk1q1bSry98847SlTivC1btqifL1iwQNatW6cEFsTUthN1Mn5gEgVWZHOco5MACZCAJQlQYEU27AEJLFRwcJw+fVp27twpCxculKNHj8q5c+dk/vz5YrM1LeUdOHBAVXF69npW7LEiRw4fkpKSErl3756qQmkCC1WiHlmihNOoUaMkr3tvsYtL/f25556TiooKKSwslMzMTGUXgmvQoEHSvVd/+e3qx1fAINx+NvFhFQkix/96bXwkHXw5ePCgEkXOxli5VHpK/R1VOoikoqIiVbFye0QaXbVKPE6cOFE8Hk8zgQX7qLRpogsVPQqsyCY1RycBEiABEhChwIpsFgQksJz2HElJsElqbI2gqjV79myJjY2Vjz76SIYNGyajR4+WhIQEnyeoSj2oui9r1qxRlacvvvhCXnjhBZ/AQgVpaM8E2bZtm1pqmzp1qty4cUNVxCBsUlNTlS3Yqa15IB9//LGqQMWldFYVKPSI9c6Jb0YOPVDo/UJCHT58WA4dOqRsoYIFwYTKWmJaZ7VE+af5meKsqVSVrblz50pWVpaqWkEYZWRkyO7du5WILK2Ikao6j4zsk+gby19MxSR0kDhxy/ZtW+T69evy1ltvsYIV2Xzm6CRAAiRAAv8iQIEV2VQIWGBhmujL0pYNUdXCstimTZvUEmBubq5aUsvJyRGv1yufffaZdOrUSYYOHap6sCCwUIFasaepPwtLedfKr6heJwghLOlBvEAI3a/1iNcrkpboVZUhCK4pU6bI4YtNTfIQSIn2hw34mBsa7CG+/nO2Q1LjG1UPF2yiR2rSpEmqh6v0hls1nqNPa0AXu6xevVp69eol/fv3V1UyiEH4tHfvXiWw9pV6VWO81qju8YpcvfJoD5bWo4WKm9aDxSXCyCY2RycBEiABqxOgwIpsBjyVwEIFKz8/3zfzhoYGOXLkiOzYsUMtGaIvCUuJ2vKhJrAGDhyo3sTDMh9ES2ayWwmScePGyZ49e5QY69mrn5y84pLCHvGq9wm9XxjP6UnwNcgjaVD9Qu8TDizzYfnv66O1qqkcoq2qqkqJNVSwIKTQO9atZx/5zco7MqJ3ojrvxIkTcvLkSVWFg6jCfLGkqVWwDl8WKbvtVudqh38FCz1YLQ8KrMgmNEcnARIgARJoIkCBFdlMCEhgpTryJS3JJiVnzzTrwUK/Fao/2qGJi9u3byvB1fJAD5P2Jh22QsDSG4QS3lREnxbe1LPZU6VDUozq8cIyH0RPUlKSnL3WoLZCwDLgH193qK0f/I/yu245U94go3rZ1NIfRFuXrt1VIz3GwOH/Fh9sNDqr1DImlgjRVI+lTixVovqFqprHniE19R7JTnGp89B0j8O/yR1/x1LmjcpGyXfEqfMcDofq1zpR5lKVMswHLwJA5PEtwsgmPEcnARIgAasQoMCKbKQDElgt3yIcPny47Nu3T7777jslgCBObt68qd4YhIhAg7p2oMeqtQoWPsdSX8X1K+o6CLVXXnlFvGKT48eOKiGHtwAhVvyP1furfftw+f8cS3nozZpSkKiqYlhWxJIfxof9IUOGyLDhz8uvl99Rl6EPDFUy9GedP39e9U85OuWIPebhW4TYWsJutz/2LcKyyiT5YHuVbxpIZghDCDpU1cDlwoULSpC98cYbkurIa3ebisimA0cnARIgARIwCwEKrMhGMuB9sCB00Ms0ePBgafSIxNi86q3BXbt2SWVlpSQnJ6sKEHqd6t0xcvWuWzXGYxlQE1i9+g6QT7+r8W1Eij2vctLc6u1B9Gj17vusuF1NguzSpUvNyHTv3r1ZX9TjsKEy5XVVy6effipnzpxRPVgjRoxQPVxld7y+jT61Nw6xTIi3ByGwjl3xSJ9cu8TbGlRvGfbBwluD/j1W/kuEh8rim21eCn+6ZcUo8Ynl0traWiUQp0+frvbKwmapa7+pjmzEOToJkAAJkIAlCFBgRTbMrQos7S2/1qaGHcq3n6iTuSNTfbuW+5+Hpbr/+rxpc1Kt10n73P+z1j6HKMMyW1uHVsF63DmoYk0YlPxIE/y9Go+s2d/UYK8d/rusY5kP1S3MeWph8iNLkM4Gr7jcXklLerg0+eXhmkc2LsXmqtkdYx+Znraze2TDzdFJgARIgASsQoACK7KRblVgoboz7JmEZmLiVlWjHL/saiZQIGb65D7cLgEN4S2/zga9Vp3SYqW+waua17Wv0dHcxlfudM2KU9sh4A1B7fzWsGAOgVSAMP9RfRPVxqE4NNstbfqfd/hCU3+XdvjPA9cfOlcv6SkxMqBLvLLb1lz8uTzO78iGnaOTAAmQAAmYnQAFVmQjHJIve46sCxydBEiABEiABEigJQEKrMjmBAVWZPlzdBIgARIgARLQhQAFli5YAzZKgRUwKp5IAiRAAiRAAtFDgAIrsrGiwIosf45OAiRAAiRAAroQoMDSBWvARimwAkbFE0mABEiABEggeghQYEU2VhRYkeXP0UmABEiABEhAFwIUWLpgDdgoBVbAqHgiCZAACZAACUQPAQqsyMaKAiuy/Dk6CZAACZAACehCgAJLF6wBG6XAChgVTyQBEiABEiCB6CFAgRXZWFFgRZY/RycBEiABEiABXQhQYOmCNWCjFFgBo+KJJEACJEACJBA9BCiwIhsrCqzI8ufoJEACJEACJBByAnGxNnm/KDPkdmkwcAIUWIGz4pkkQAIkQAIkYHgCEFcTBiXJ5IJkw8/VzBO0FRYWeouLi83sI32LAIHDhw9LYWFhBEbmkGYmwLwyc3Qj5xvzKnLszTwyBZaZoxtB33jDiiB8Ew/NvDJxcCPoGvMqgvBNPDQFlomDG0nXeMOKJH3zjs28Mm9sI+kZ8yqS9M07NgWWeWMbUc94w4ooftMOzrwybWgj6hjzKqL4TTs4BZZpQxtZx3jDiix/s47OvDJrZCPrF/MqsvzNOjoFllkjG2G/eMOKcABMOjzzyqSBjbBbzKsIB8Ckw1NgmTSwkXaLN6xIR8Cc4zOvzBnXSHvFvIp0BMw5PgWWOeMaca94w4p4CEw5AeaVKcMacaeYVxEPgSknQIFlyrBG3inesCIfAzPOgHllxqhG3ifmVeRjYMYZUGCZMaoG8Ik3LAMEwYRTYF6ZMKgGcIl5ZYAgmHAKFFgmDKoRXOINywhRMN8cmFfmi6kRPGJeGSEK5psDBZb5YmoIj3jDMkQYTDcJ5pXpQmoIh5hXhgiD6SZBgWW6kBrDId6wjBEHs82CeWW2iBrDH+aVMeJgtllQYJktogbxhzcsgwTCZNNgXpksoAZxh3llkECYbBoUWCYLqFHc4Q3LKJEw1zyYV+aKp1G8YV4ZJRLmmgcFlrniaRhveMMyTChMNRHmlanCaRhnmFeGCYWpJkKBZapwGscZ3rCMEwszzYR5ZaZoGscX5pVxYmGmmVBgmSmaBvKFNywDBcNEU2FemSiYBnKFeWWgYJhoKhRYJgqmkVzhDctI0TDPXJhX5omlkTxhXhkpGuaZCwWWeWJpKE94wzJUOEwzGeaVaUJpKEeYV4YKh2kmQ4FlmlAayxHesIwVD7PMhnlllkgayw/mlbHiYZbZ2H6x9JbXLM7QDxIgARIwO4G4WJtMGJQkkwuSze5q2PyjwAobaksNRIFlqXDTWRIgATMQgMh6vyjTDK4YwgcKLEOEwXSToMAyXUjpEAmQgBUI/OXtLCu4GRYfKbDCgtlyg1BgWS7kdJgESMAMBCiwQhdFCqzQsaSlhwQosJgNJEACJBCFBCiwQhc0CqzQsaQlCizmAAmQAAlENQEKrNCFjwIrdCxpiQKLOUACJEACUU2AAit04aPACh1LWqLAYg6QAAmQQFQToMAKXfgosELHkpYosJgDJEACJBDVBCiwQhc+CqzQsaQlCizmAAmQAAlENQEKrNCFjwIrdCxpiQKLOUACJEACUU2AAit04aPACh1LWgqxwOqXFy9nyl0h5RqszWCvhzOhsBFSKDRGAiRAAv8iQIEVulSgwAodS1pqR2Dhe67GD0yWpHib70x3o1duVjbKnjNOOVDilJeHpsjIPom+c/D50UsuWb7nQVB8fz6po/TMjhN8FQSOOpdX9p91yhfFNQHZ/em4NOmXZ/dd/8DpkW9L6wO+fs6PU2VIj4Rmfp2/6ZaS665HmGBCsH+pwi35mXGSkRKj5lhyvUH+++tK+c30dMlzxKmfXaxwy5833Q/IB55EAiRAAu0RoMBqj1Dgn1NgBc6KZwZOoNWNRiFyOifXyuLFi+X+/SZR0LFjR5k8ebIMHFQg5266pW+uXfbt2ydbt24Vl8sl/fv3l9dee01OXY+R5bufTmT96ifpkhFfLatWrZKysjKJj4+XsWPHypgxY2TzUadsPV7XpmcQV890apT169fLqVOn1PUTJkyQ50eMlK+P1bV7Pfzu5vDI5s2bpbi4WBobG6Vr164yZ84c6dDRIXU1Vc2Y2Gw2yc/Pl9mzZ0vnzp1l5cqV6v9jXxwnnxyskddHpvp+Nn78ePnlR7cDjwzPJAESIIE2CFBghS49KLBCx5KWHhJoU2B9+OGHSjR16dJFysvLZcWKFfLSSy/JsGHD5fr1a/Lxxx/LrFmz1OeffPKJpKeny8R/myxHL7ukZ7ZdHKkxqsJz7W6j7DhZp5YRsew287kUVWFC1WvDtzUyqSBZOqfHSkKsRwmS7OxsJYzu3Lkjy5Ytk2nTpokjp5f8YeO9NmOHLz/9Zv9eJa7efPNNqa6uVnN+9dVXJcXRVV1fNKaDmhuOCxUNcv2eW0b2SZIEu00S4zyyYcMGqa+vlxkzZkhiYqJs375dzp49K4sWLVJCUmMC4QUBduDAAcEvJz7/7LPPlMCCmNp2ok7GD0yiwOJvGwmQgC4EKLBCh5UCK3QsaekJBRbEBI7Tp0/Lzp07ZeHChXLu3DnZu3ev+jOEyIkTJ+T48eMyb948VfWCUEIVKiUlRWbOnCk53frJ//vkrqBK1CNLlHAaNWqU5HXvLXZxqb8/99xzUlFRIYWFhZKZ2fRN8bAzaNAg6d6rv/x29d3Hxg7C7WcT05oJGv/r83v2l9+vuyu4KcGPgwcPyoIFC8TZGCuXSk+pv6NCt27dOikqKpL0jExxe0QaXbWydu1amThxonTo0KGZwIL9yspK38/AgwKLv14kQALhIECBFTrKFFihY0lLTyiwnPYcSUmwSWpsjRITWBKDqFq+fLm88sorvgoWhBhE05o1ayQjI0NVoU6ePCm7du1SQuxYeZyqFA3tmSDbtm0Tp9MpU6dOlRs3bsjGjRuVsElNTVWzQ3WrtuaBqpKhAhWX0llVoNAf1jsnvlkMj1ysV31huOHgF+XQoUPKFipYEEwQeIlpnZXA+tP8THHWVKrK1ty5cyUrK0tVrSCMMOfdu3eruZZWxEhVnUf1mWmHv5jq9IMu4vF45Ojhg/Ltt9/Ku+++K59//jkFFn+7SIAEwkKAAit0mCmwQseSlp5CYOES9GX5L5FheQyiAkKjd+/eMn/+fCW8IFhqa2tl+vTpkpaW5htNa/7GUt618iuq1wlCCEt6qHZBCN2v9YjXK5KW6FW9VBBcU6ZMkcMXXaq3CwIp0f6w+R7GKyoblfj6z9kOSY1vVD1csBkTEyOTJk1SPVylN9yq8Rx9WgO62GX16tXSq1cv1TuGKhmWIW/duuWryu0r9arGeK1RHYKvpvrRHqxOnTqpZdJu3bo1q55xiZC/ZiRAAnoSoMAKHV0KrNCxpKUgBRYqWA0NDUpcYUkQvVf/+Mc/VI8Sqk3oYdqyZYscOXJEiRwIJwgZiA5NtGQmu5UgGTdunOzZs0eGDh0qPXv1k5NXXFLYI171PqHvC2M5PQmq+oQDNxVUv2AfB5b5sPz39dFa1VQO0VZVVaXGRAULQgp9Y9169pHfrLwjI3onqvOwpInq2rBhw5SogjgsKSnxVbAOXxYpu+1W57ZWwdKWTf2TSWtyZw8Wf8VIgAT0JkCBFTrCFFihY0lLTyiwUh35kpZkk5KzZ3w9WPv371ciC31LqO6gIoU3CiG4UMXC4fV65fz58/LVV1+pZbfL9xPlg+1Vgq0QsPQGoYR+rXv37qk39Wz2VOmQFCNHjx5Vy3wQPUlJSXL2WoNoy4B/fN0hHRKbtkPQjvK7bjlT3iCjetnU0h9EW5eu3VUjPcbA4f8WH2w0OqvUUiaWCNFUP3r0aLVUieoXqmoee4bU1HskO8WlzsNyJ96k9K/gaePffuCRrA4x6jyHw6H6tU6UuVSlDPPJy8tTIo9vEfJXjwRIIFQEKLBCRVJUawl6f3mQQCgJPNVbhMOHD1cJicqTaghPT1fi6tq1a+qtQ/RNoTKEqtTFixflyy+/VALrRk2SWqbDgaW+iutXVB8Xqlvo5fKKTY4fO6pEHN4ChFjxP1bvr/btweX/c1TF0Js1pSBRVcWwrIglP/R4wf6QIUNk2PDn5dfL76jL8CYhqmToz4IAfOutt8TRKUfsMQ/fIsSyn91uf+xbhLGpufJFca1vg1Xc7CAMIehQVYNou3DhglrmfOONNyTVkeerwoUygLRFAiRgTQIUWKGLOwVW6FjS0kMCAe+DBbGDfqbBgwdLfYOIPdajltPQwI4lQSyZacuFV69eVdUc9DRpbxH6LxFieOx5lZPmVm8PvvDCC9K777Pidjll6dKlcunSpWYx6t69uxJoWl/U4wKIypTXVS2ffvqpnDlzRi1PjhgxQvVwld3x+jb61N44xDIh3h6EwDp2xSN9cu0Sb2uQTZs2qX2w0Fum7YPlcGRKVdXDNwbR+K+JRc2fblkxam+wHTt2qB40MEMfWr9+/dRmqWu/qWbukQAJkEBICFBghQSjMkKBFTqWtNSOwEKFB2/6tXagUX37iTqZOzLVt3O5dp6zwSt3HjRK546xvp3Utc+wjPdfnz/cyVzrhdI+v3rXLfn/2vX8cQHSKliP+xxVrAmDkh9pgr9X45E1+6ubfZ2P/y7rWOJEdQtzmlqY/MgSpOaXtis7xscSIJY7/Y/fzciQ7I6xj0xPa+5n4pEACZBAqAhQYIWKJAVW6EjSkj+BVitYqPAMeyZB0pIe9jrdqmqU45ddzUQKhJh2Tn2DV/b906k+h1AZ0CVebcmAA83irX3VDb5up2tWnNoOAW8IojerU9qjAgU2MH4gFSDMfVTfRN/Ymu2WYfc/7/CFpm0etMN/Hrj+0Ll69ZHGRPtZa9+/CJHXJ7dpGwkwQdO+v22mHwmQAAmEggAFVigoNtlgBSt0LGnpIYFWBRYBkQAJkAAJGJsABVbo4kOBFTqWtESBxRwgARIggagmQIEVuvBRYIWOJS1RYDEHSIAESCCqCVBghS58FFihY0lLFFjMARIgARKIagIUWKELHwVW6FjSEgUWc4AESIAEopoABVbowkeBFTqWtESBxRwgARIggagmQIEVuvBRYIWOJS1RYDEHSIAESCCqCVBghS58FFihY0lLFFjMARIgARKIagIUWKELHwVW6FjSEgUWc4AESIAEopoABVbowkeBFTqWtESBxRwgARIggagmQIEVuvBRYIWOJS1RYDEHSIAESCCqCVBghS58FFihY0lLFFjMARIgARKIagIUWKELHwVW6FjSEgUWc4AESIAEopZAXKxN3i/KjNr5G23iFFhGi4g55sMvezZHHOkFCZCARQhAXE0YlCSTC5It4rH+blJg6c/YiiPYCgsLvcXFxVb0nT7rSIA3LB3hWtg088rCwdfRdeaVjnAtbJoCy8LB19N13rD0pGtd28wr68ZeT8+ZV3rSta5tCizrxl5Xz+/fvy/p6em6jkHj1iPw4MED6dChg/Ucp8e6EnC73RIXF6frGDRuPQIUWNaLeUg9vnr1qqxZs0Zu3bolKSkpMnXqVPnRj34kXq9X8K/CTz75xDceBNd7770nHTt2DOkcaMx8BG7fvi1//etfpaqqyufcggULZODAgXLq1CnZsGGD1NTUSNeuXWXevHkU8+ZLgZB7VFZWJkuWLBGn09nM9sSJE2X8+PFy6NAh3q9CTt3aBimwrB3/oLyvq6uTpUuXyrBhw2To0KFy8eJFWb9+vbz55pvygx/8QLZt26bs4+bFgwSehAAehlu3blXiKTEx0XcpBNdHH30kL774ogwYMECdc/PmTXVebGzskwzBcy1OoKGhQVauXCljxoyRHj168H5l8XzQw30KLD2oWsTmvXv35LvvvpPRo0dLUlKS+pchblgTJkxQlQVUtn74wx8qAcaDBJ6EAKpUePlm/vz5zYTT+fPn1YMQIh7CCxVUVLPefvttSUtLe5IheK7FCZw+fVq++eYblUt2u533K4vngx7uU2DpQdWiNq9duyaffvqpYCkHfTIrVqwQVCLQN5OcnCwzZ86U/v37W5QO3X4SAkePHpXPPvtMPB6PoD9mxIgRMmXKFMFDce/evbJw4UIlsCorK5WoRwWLS89PQtja5zY2NsqqVavk2WeflcLCQtXSwPuVtXNCD+8psPSgakGbWC5ctmyZDBkyRIYPHy64gZWWliqhlZOTI3hg7tq1SxYtWsRKgwXz40ldvnHjhty5c0f69u0rd+9kOfsHAAACgklEQVTeVbkFgYW8osB6Upo8vyUB/38MovLJ+xVzRA8CFFh6ULWYTdycsEwTHx8v06ZNa7UXBsuHeEiiHwvLhjxI4EkIbNmyRVwul3Tr1o0C60nA8dxHCKBatXnzZrHZbEq0t3bwfsXECQUBCqxQULSwDdystm/frqoMWALUGo1R0bp8+bISU+hv4A3LwknyhK5jWfDChQuSlZXleztQE1j9+vVjD9YT8uTpzQngDdXVq1fL3LlzpVOnTupD3q+YJXoQoMDSg6pFbEJc7dy5Uy0FFhUVqUZ37cANC297Pf/881JQUMAlQovkRKjcRIUBbwxCtGNPNW2JMD8/X71qP3bsWJVXfIswVMStY2fPnj1SUVGhcgtVLE1g8X5lnRwIl6cUWOEibcJx0GC8ePFi9QD0PwYPHqyajvGGF/6liD2yMjIy1A2td+/eJiRBl0JNAAIdW37gbUJURfEq/bhx49SfS0pK1H5FEGDcByvU5M1tD3unLV++XCZNmqS2ZtAO/GOxvLyc9ytzhz/s3lFghR25NQbEDUv716E1PKaX4SCApWiHwxGOoTiGhQgwrywU7DC6SoEVRthWGgr/GszLy7OSy/Q1DAT4nXFhgGzBIZhXFgx6GFymwAoDZCsOwRuWFaOuv8/MK/0ZW3EE5pUVo66/zxRY+jO25Ai8YVky7Lo7zbzSHbElB2BeWTLsujtNgaU7YmsOwBuWNeOut9fMK70JW9M+88qacdfbawosvQlb1D5vWBYNvM5uM690BmxR88wriwZeZ7cpsHQGbFXzvGFZNfL6+s280pevVa0zr6waeX39psDSl69lrfOGZdnQ6+o480pXvJY1zryybOh1dfz/BxrdqYelQ1S4AAAAAElFTkSuQmCC)
Cinebench scores weighted against cost to run the VM.
You can see that the v2 VMs score considerably higher than the v3 VMs in cost per cb score.
Here is my full spreadsheet of results.
The next chart is something I put together to show the relative value of each machine type based on Cinebench score. It is calculated as (Multi-core Cinebench Score) ÷ (£ GBP per day cost to run the VM)
Cinebench scores weighted against cost to run the VM.
You can see that the v2 VMs score considerably higher than the v3 VMs in cost per cb score.
Here is my full spreadsheet of results.
I also noticed in the Azure price list, they labeled the D v2 series with the # of cores and thee D v3 with the # of vCPUs. The vCPU = .5 cores. This, by the way, is the same mapping that AWS does. So I suspect this also enables them to do a more apples to apples comparison with AWS, vs having to explain that Azure's "2 cores" really = AWS "4 vCPU"
ReplyDeletehttps://azure.microsoft.com/en-us/pricing/details/virtual-machines/linux/
Ok, staying with v2 D-Series :) Thanks for explanation
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