Issues like the semiconductor shortage are pushing up prices. Investing in production can be a better way to deal with inflation than interest-rate rises.
By Jon Sindreu of The WSJ.
From 2012-2020, the highest annual inflation rate was 2.3% and in six of those years it was under 2%. But from April 2020-April 2021, the consumer price index was up 4.2%.
First, why might we expect that inflation might lead to higher interest rates?
One reason is that the expected rate of inflation will affect the nominal interest rate.
Nominal interest rate = real interest rate + expected rate of inflation + (real interest rate)*(expected rate of inflation)
The real interest rate is the rate you would charge on a loan in a world with no inflation. You add the rate of inflation since you don't want to lose out due to inflation when you get paid back.
The last term, (real interest rate)*(expected rate of inflation), is also necessary to make sure the lender does not lose to inflation.
So if you lend $100, to be paid back one year from now and you want to charge a10% real interest rate, in a world with an annual inflation rate of 10%, you actually need to charge 21%, not just 20%.
You might think that you would get the 10% real rate and the extra 10% compensates you for inflation. But not quite.
You need to get paid back $110 just to keep up with inflation. Then you had wanted to make a 10% real return on top of that. What is 10% higher than 110? 121. And 121 is 21% higher than 100, the amount you loaned.
So here is the calculation
.21 = .10 + .10 +(.10)*(.10) = .10 + .10 + .01 = .21
The article hints that our somewhat high inflation rates won't last long. If that is the case, then lenders will not be adding much to the real interest rate to get the nominal interest rate.
The other reason why we might think interest rates will rise due to inflation is that the Fed might raise them to reduce aggregate demand (AD). Too much aggregate demand will give us high inflation rates. Again, if it is true that we are only going to have a temporary increase in the inflation rate, the Fed won't need to do this.
The graph below shows how too much AD brings big price increases.
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IGxELIkJn3IYyQwYaFQUfIYOO9DiUMYYQMNvSqjsVNx5lhQ8igo1d1hAyIhZAhM+9DGCGDDQuDjpDBxnsdShjCCBls6FUdi5uOM8OGkEFHr+oIGRALIUNm3ocwQgYbFgYdIYON9zqUMIQRMtjQqzoWNx1nhg0hg45e1REyIBZChsy8D2GEDDYsDDpCBhvvdShhCCNksKFXdSxuOs4MG0IGHb2qI2RALIQMmXkfwggZbFgYdIQMNt7rUMIQRshgQ6/qWNx0nBk2hAw6elVHyIBYCBky8z6EETLYsDDoCBlsvNehhCGMkMGGXtWxuOk4M2wIGXT0qo6QAbEQMmTmfQgjZLBhYdARMth4r0MJQxghgw29qmNx03Fm2BAy6OhVHSEDYiFkyMz7EEbIYMPCoCNksPFehxKGMEIGG3pVx+Km48ywIWTQ0as6QgbEQsiQmfchjJDBhoVBR8hg470OJQxhhAw29KqOxU3HmWFDyKCjV3WEDIiFkCEz70MYIYMNC4OOkMHGex1KGMIIGWzoVR2Lm44zw4aQQUev6ggZEAshQ2behzBCBhsWBh0hg433OpQwhBEy2NCrOhY3HWeGDSGDjl7VETIgFkKGzLwPYYQMNiwMOkIGG+91KGEII2SwoVd1LG46zgwbQgYdvaojZEAshAyZeR/CCBlsWBh0hAw23utQwhBGyGBDr+pY3HScGTaEDDp6VUfIgFgIGTLzPoQRMtiwMOgIGWy816GEIYyQwYZe1bG46TgzbAgZdPSqjpABsRAyZOZ9CCNksGFh0BEy2HivQwlDGCGDDb2qY3HTcWbYEDLo6FUdIQNiIWTIzPsQRshgw8KgI2Sw8V6HEoYwQgYbelXH4qbjzLAhZNDRqzpCBsRCyJCZ9yGMkMGGhUFHyGDjvQ4lDGGEDDb0qo7FTceZYUPIoKNXdYQMiIWQIbMQgnR2dia7xo8fL3Pnzk12+4sWLZKGhoakj6GpqUkWLFiQ7PbnzJkjzc3NSR/D6NGjpaOjI9ntT5gwQdrb25M+Bu+92kkdTNf48ePlkEMOSXb7Bx98cPKft8bGRlm4cGGy258+fbpMnjw56WOgV/WrhF5tbW2Vgw46KNntL1q0SEaPHp30MZRQh9RnxrRp05KfGal/3uhV/SqhVzs6OmT69Om51yMUgJAhsxCCdHd3J7va2tpkxYoVyW5/9erV0tTUlPQxTJkyRVatWpXs9pcvXy4zZsxI+hhaWlqkq6sr2e3Pnj1bli5dmvQxeO/VbupgulLXoRY/b6nPjMWLF8u8efOSPgZ6Vb9K6NXUdajFc3QJdSjhzEj980av6lcJvdrV1SVtbW251yMUgJAhM+8vJ+XtEja89FnH2yVsvNehhJeT8nYJG3pVl7oOvATdpoQzg7dL6OhVHW+XQCyEDJl5H8IIGWxYGHSEDDbe61DCEEbIYEOv6ljcdJwZNoQMOnpVR8iAWAgZMvM+hBEy2LAw6AgZbLzXoYQhjJDBhl7VsbjpODNsCBl09KqOkAGxEDJk5n0II2SwYWHQETLYeK9DCUMYIYMNvapjcdNxZtgQMujoVR0hA2IhZMjM+xBGyGDDwqAjZLDxXocShjBCBht6VcfipuPMsCFk0NGrOkIGxELIkJn3IYyQwYaFQUfIYOO9DiUMYYQMNvSqjsVNx5lhQ8igo1d1hAyIhZAhM+9DGCGDDQuDjpDBxnsdShjCCBls6FUdi5uOM8OGkEFHr+oIGRALIUNm3ocwQgYbFgYdIYON9zqUMIQRMtjQqzoWNx1nhg0hg45e1REyIBZChsy8D2GEDDYsDDpCBhvvdShhCCNksKFXdSxuOs4MG0IGHb2qI2RALIQMmXkfwggZbFgYdIQMNt7rUMIQRshgQ6/qWNx0nBk2hAw6elVHyIBYCBky8z6EETLYsDDoCBlsvNehhCGMkMGGXtWxuOk4M2wIGXT0qo6QAbEQMmTmfQgjZLBhYdARMth4r0MJQxghgw29qmNx03Fm2BAy6OhVHSEDYiFkyMz7EEbIYMPCoCNksPFehxKGMEIGG3pVx+Km48ywIWTQ0as6QgbEQsiQmfchjJDBhoVBR8hg470OJQxhhAw29KqOxU3HmWFDyKCjV3WEDIiFkCEz70MYIYMNC4OOkMHGex1KGMIIGWzoVR2Lm44zw4aQQUev6ggZEAshQ2behzBCBhsWBh0hg433OpQwhBEy2NCrOhY3HWeGDSGDjl7VETIgFkKGzLwPYYQMNiwMOkIGG+91KGEII2SwoVd1LG46zgwbQgYdvaojZEAshAyZeR/CCBlsWBh0hAw23utQwhBGyGBDr+pY3HScGTaEDDp6VUfIgFgIGTLzPoQRMtiwMOgIGWy816GEIYyQwYZe1bG46TgzbAgZdPSqjpABsRAyZOZ9CCNksGFh0BEy2HivQwlDGCGDDb2qY3HTcWbYEDLo6FUdIQNiIWTIzPsQRshgw8KgI2Sw8V6HEoYwQgYbelXH4qbjzLAhZNDRqzpCBsRCyJCZ9yGMkMGGhUFHyGDjvQ4lDGGEDDb0qo7FTceZYUPIoKNXdYQMiIWQYYR6enqku7t7yNdNN90kIv6HMEIGGxYGHSGDjfc6lDCEETLY0Ks6FjcdZ4YNIYOOXtURMiAWQoYR2rJly7BCht2HXFNTk4QQkl2NjY1Jbz+EIGPGjEl6+xMmTEj+GEaNGpX09g844IDkjyH1lbqXatGrra2t2f8e6/3vKfWZFEKQsWPHuq9zQ0OD+8eQ+qJX6+Nqbm6mDspVws9bS0tL9vsw0ote1a9a9OqsWbOy7lYoAyFDZiH4/pceXslgw79K6nglg433OpTwLz28ksGGXtXxr8M6zgyb1D9v9KquhF7llQyIhZAhM+9DGCGDDQuDjpDBxnsdShjCCBls6FUdi5uOM8OGkEFHr+oIGRALIUNm3ocwQgYbFgYdIYON9zqUMIQRMtjQqzoWNx1nhg0hg45e1REyIBZChsy8D2GEDDYsDDpCBhvvdShhCCNksKFXdSxuOs4MG0IGHb2qI2RALIQMmXkfwggZbFgYdIQMNt7rUMIQRshgQ6/qWNx0nBk2hAw6elVHyIBYCBky8z6EETLYsDDoCBlsvNehhCGMkMGGXtWxuOk4M2wIGXT0qo6QAbEQMmTmfQgjZLBhYdARMth4r0MJQxghgw29qmNx03Fm2BAy6OhVHSEDYiFkyMz7EEbIYMPCoCNksPFehxKGMEIGG3pVx+Km48ywIWTQ0as6QgbEQsiQmfchjJDBhoVBR8hg470OJQxhhAw29KqOxU3HmWFDyKCjV3WEDIiFkCEz70MYIYMNC4OOkMHGex1KGMIIGWzoVR2Lm44zw4aQQUev6ggZEAshQ2behzBCBhsWBh0hg433OpQwhBEy2NCrOhY3HWeGDSGDjl7VETIgFkKGzLwPYYQMNiwMOkIGG+91KGEII2SwoVd1LG46zgwbQgYdvaojZEAshAyZeR/CCBlsWBh0hAw23utQwhBGyGBDr+pY3HScGTaEDDp6VUfIgFgIGTLzPoQRMtiwMOgIGWy816GEIYyQwYZe1bG46TgzbAgZdPSqjpABsRAyZOZ9CCNksGFh0BEy2HivQwlDGCGDDb2qY3HTcWbYEDLo6FUdIQNiIWTIzPsQRshgw8KgI2Sw8V6HEoYwQgYbelXH4qbjzLAhZNDRqzpCBsRCyJCZ9yGMkMGGhUFHyGDjvQ4lDGGEDDb0qo7FTceZYUPIoKNXdYQMiIWQITPvQxghgw0Lg46QwcZ7HUoYwggZbOhVHYubjjPDhpBBR6/qCBkQCyFDZt6HMEIGGxYGHSGDjfc6lDCEETLY0Ks6FjcdZ4YNIYOOXtURMiAWQobMvA9hhAw2LAw6QgYb73UoYQgjZLChV3UsbjrODBtCBh29qiNkQCyEDJl5H8IIGWxYGHSEDDbe61DCEEbIYEOv6ljcdJwZNoQMOnpVR8iAWAgZMvM+hBEy2LAw6AgZbLzXoYQhjJDBhl7VsbjpODNsCBl09KqOkAGxEDJk5n0II2SwYWHQETLYeK9DCUMYIYMNvapjcdNxZtgQMujoVR0hA2IhZMgshCCdnZ3JrubmZpk7d26y21+0aJE0NDQkfQyNjY2yYMGCZLc/Z84caWpqSvoYRo8eLR0dHcluv7W1Vdrb25M+Bu+92kkdTFfqOtTi5y31mTFt2jSZNGlS0sdAr+pXCb2aug61eI4uoQ4lnBmpf97oVf0qoVc7Ojpk6tSpudcjFICQIbMQgnR3dye72traZMWKFcluf/Xq1dLU1JT0MUyZMkVWrVqV7PaXL18uM2bMSPoYWlpapKurK9ntz549W5YuXZr0MXjv1W7qYLpS16EWP2+pz4zFixfLvHnzkj4GelW/SujV1HWoxXN0CXUo4cxI/fNGr+pXCb3a1dUlbW1tudcjFICQITPvLyfl7RI2vPRZx9slbLzXoYSXk/J2CRt6VZe6DrwE3aaEM4O3S+joVR1vl0AshAyZeR/CCBlsWBh0hAw23utQwhBGyGBDr+pY3HScGTaEDDp6VUfIgFgIGTLzPoQRMtiwMOgIGWy816GEIYyQwYZe1bG46TgzbAgZdPSqjpABsRAyZOZ9CCNksGFh0BEy2HivQwlDGCGDDb2qY3HTcWbYEDLo6FUdIQNiIWTIzPsQRshgw8KgI2Sw8V6HEoYwQgYbelXH4qbjzLAhZNDRqzpCBsRCyJCZ9yGMkMGGhUFHyGDjvQ4lDGGEDDb0qo7FTceZYUPIoKNXdYQMiIWQITPvQxghgw0Lg46QwcZ7HUoYwggZbOhVHYubjjPDhpBBR6/qCBkQCyFDZt6HMEIGGxYGHSGDjfc6lDCEETLY0Ks6FjcdZ4YNIYOOXtURMiAWQobMvA9hhAw2LAw6QgYb73UoYQgjZLChV3UsbjrODBtCBh29qiNkQCyEDJl5H8IIGWxYGHSEDDbe61DCEEbIYEOv6ljcdJwZNoQMOnpVR8iAWAgZMvM+hBEy2LAw6AgZbLzXoYQhjJDBhl7VsbjpODNsCBl09KqOkAGxEDJk5n0II2SwYWHQETLYeK9DCUMYIYMNvapjcdNxZtgQMujoVR0hA2IhZMjM+xBGyGDDwqAjZLDxXocShjBCBht6VcfipuPMsCFk0NGrOkIGxELIkJn3IYyQwYaFQUfIYOO9DiUMYYQMNvSqjsVNx5lhQ8igo1d1hAyIhZAhM+9DGCGDDQuDjpDBxnsdShjCCBls6FUdi5uOM8OGkEFHr+oIGRALIUNm3ocwQgYbFgYdIYON9zqUMIQRMtjQqzoWNx1nhg0hg45e1REyIBZChsy8D2GEDDYsDDpCBhvvdShhCCNksKFXdSxuOs4MG0IGHb2qI2RALIQMmXkfwggZbFgYdIQMNt7rUMIQRshgQ6/qWNx0nBk2hAw6elVHyIBYCBky8z6EETLYsDDoCBlsvNehhCGMkMGGXtWxuOk4M2wIGXT0qo6QAbEQMmTmfQgjZLBhYdARMth4r0MJQxghgw29qmNx03Fm2BAy6OhVHSEDYiFkyMz7EEbIYMPCoCNksPFehxKGMEIGG3pVx+Km48ywIWTQ0as6QgbEQsiQmfchjJDBhoVBR8hg470OJQxhhAw29KqOxU3HmWFDyKCjV3WEDIiFkCEz70MYIYMNC4OOkMHGex1KGMIIGWzoVR2Lm44zw4aQQUev6ggZEAshwwjddNNNEkIY8rVixQoRERkzZsywvt96jRs3LunthxBk1KhRSW9//PjxyR9D6qulpSX7fRjp1dDQkPT2a9GrTU1N2f8e670OY8eOTf4YUp8Zzc3N2es00ote1a8SerUWV+o5o4Q6lHBmNDY2Zr8PI73oVf2qRa+2t7dn3q5QAkKGzELw/S89vJLBhn+V1PFKBhvvdSjhX3p4JYMNvarjX4d1nBk2qX/e6FVdCb3KKxkQCyFDZt6HMEIGGxYGHSGDjfc6lDCEETLY0Ks6FjcdZ4YNIYOOXtURMiAWQobMvA9hhAw2LAw6Qo1ppsAAACAASURBVAYb73UoYQgjZLChV3UsbjrODBtCBh29qiNkQCyEDJl5H8IIGWxYGHSEDDbe61DCEEbIYEOv6ljcdJwZNoQMOnpVR8iAWAgZMvM+hBEy2LAw6AgZbLzXoYQhjJDBhl7VsbjpODNsCBl09KqOkAGxEDJk5n0II2SwYWHQETLYeK9DCUMYIYMNvapjcdNxZtgQMujoVR0hA2IhZMjM+xBGyGDDwqAjZLDxXocShjBCBht6VcfipuPMsCFk0NGrOkIGxELIkJn3IYyQwYaFQUfIYOO9DiUMYYQMNvSqjsVNx5lhQ8igo1d1hAyIhZAhM+9DGCGDDQuDjpDBxnsdShjCCBls6FUdi5uOM8OGkEFHr+oIGRALIUNm3ocwQgYbFgYdIYON9zqUMIQRMtjQqzoWNx1nhg0hg45e1REyIBZChsy8D2GEDDYsDDpCBhvvdShhCCNksKFXdSxuOs4MG0IGHb2qI2RALIQMmXkfwggZbFgYdIQMNt7rUMIQRshgQ6/qWNx0nBk2hAw6elVHyIBYCBky8z6EETLYsDDoCBlsvNehhCGMkMGGXtWxuOk4M2wIGXT0qo6QAbEQMmTmfQgjZLBhYdARMth4r0MJQxghgw29qmNx03Fm2BAy6OhVHSEDYiFkyMz7EEbIYMPCoCNksPFehxKGMEIGG3pVx+Km48ywIWTQ0as6QgbEQsiQmfchjJDBhoVBR8hg470OJQxhhAw29KqOxU3HmWFDyKCjV3WEDIiFkCEz70MYIYMNC4OOkMHGex1KGMIIGWzoVR2Lm44zw4aQQUev6ggZEAshQ2behzBCBhsWBh0hg433OpQwhBEy2NCrOhY3HWeGDSGDjl7VETIgFkKGzLwPYYQMNiwMOkIGG+91KGEII2SwoVd1LG46zgwbQgYdvaojZEAshAyZeR/CCBlsWBh0hAw23utQwhBGyGBDr+pY3HScGTaEDDp6VUfIgFgIGTLzPoQRMtiwMOgIGWy816GEIYyQwYZe1bG46TgzbAgZdPSqjpABsRAyZOZ9CCNksGFh0BEy2HivQwlDGCGDDb2qY3HTcWbYEDLo6FUdIQNiIWTIzPsQRshgw8KgI2Sw8V6HEoYwQgYbelXH4qbjzLAhZNDRqzpCBsRCyJBZCEE6OzuTXc3NzTJnzpxkt3/YYYdJQ0ND0scwbtw4mT9/frLbf/Ob3yyNjY1JH8Po0aNlyZIlyW6/tbVV2trakj4G773a2dkpDQ0N0tHRkez2S6hDU1OTzJ07N9ntz5kzR5qampI+hnHjxsmCBQuS3f60adNk4sSJSR8DvapfJfRqS0uLtLe3J7v9RYsWJX+OLqEOqc+MqVOnyqRJk5I+htQ/b/SqfpXQqx0dHTJ16tTc6xEKQMiQWQhBuru7k10zZ86UFStWJLv91atXS1NTU9LHMGXKFFm1alWy21++fLnMmDEj6WNoaWmRrq6uZLc/e/ZsWbp0adLH4L1Xu6mD6Updh1r8vKU+MxYvXizz5s1L+hjoVf0qoVdT16EWz9El1KGEMyP1zxu9ql8l9GpXV5fMnDkz93qEAhAyZOb95aS8XcKGlz7reLuEjfc6lPByUt4uYUOv6lLXgZeg25RwZvB2CR29quPtEoiFkCEz70MYIYMNC4OOkMHGex1KGMIIGWzoVR2Lm44zw4aQQUev6ggZEAshQ2behzBCBhsWBh0hg433OpQwhBEy2NCrOhY3HWeGDSGDjl7VETIgFkKGzLwPYYQMNiwMOkIGG+91KGEII2SwoVd1LG46zgwbQgYdvaojZEAshAyZeR/CCBlsWBh0hAw23utQwhBGyGBDr+pY3HScGTaEDDp6VUfIgFgIGTLzPoQRMtiwMOgIGWy816GEIYyQwYZe1bG46TgzbAgZdPSqjpABsRAyZOZ9CCNksGFh0BEy2HivQwlDGCGDDb2qY3HTcWbYEDLo6FUdIQNiIWTIzPsQRshgw8KgI2Sw8V6HEoYwQgYbelXH4qbjzLAhZNDRqzpCBsRCyJCZ9yGMkMGGhUFHyGDjvQ4lDGGEDDb0qo7FTceZYUPIoKNXdYQMiIWQITPvQxghgw0Lg46QwcZ7HUoYwggZbOhVHYubjjPDhpBBR6/qCBkQCyFDZt6HMEIGGxYGHSGDjfc6lDCEETLY0Ks6FjcdZ4YNIYOOXtURMiAWQobMvA9hhAw2LAw6QgYb73UoYQgjZLChV3UsbjrODBtCBh29qiNkQCyEDJl5H8IIGWxYGHSEDDbe61DCEEbIYEOv6ljcdJwZNoQMOnpVR8iAWAgZMvM+hBEy2LAw6AgZbLzXoYQhjJDBhl7VsbjpODNsCBl09KqOkAGxEDJk5n0II2SwYWHQETLYeK9DCUMYIYMNvapjcdNxZtgQMujoVR0hA2IhZMjM+xBGyGDDwqAjZLDxXocShjBCBht6VcfipuPMsCFk0NGrOkIGxELIkJn3IYyQwYaFQUfIYOO9DiUMYYQMNvSqjsVNx5lhQ8igo1d1hAyIhZAhM+9DGCGDDQuDjpDBxnsdShjCCBls6FUdi5uOM8OGkEFHr+oIGRALIUNm3ocwQgYbFgYdIYON9zqUMIQRMtjQqzoWNx1nhg0hg45e1REyIBZChsy8D2GEDDYsDDpCBhvvdShhCCNksKFXdSxuOs4MG0IGHb2qI2RALIQMmXkfwggZbFgYdIQMNt7rUMIQRshgQ6/qWNx0nBk2hAw6elVHyIBYCBky8z6EETLYsDDoCBlsvNehhCGMkMGGXtWxuOk4M2wIGXT0qo6QAbEQMmTmfQgjZLBhYdARMth4r0MJQxghgw29qmNx03Fm2BAy6OhVHSEDYiFkGKGenh7p7u4e8rX7gGhtbZUQQrKrubk56e3X4s+YOHFi8scwduzYpLc/adKk5I8h9VVCr1KH+qhD6p+3WpwZDQ0NSW+fXtWvEnq1Flfqv6cS6lDCmZH6560WF72qX7Xo1ZkzZ+ZdrlAEQoYR2rx587BCht1Jagi+/6WHVzLY8K+SOl7JYOO9DiX8Sw+vZLChV3X867COM8Mm9c8bvaoroVd5JQNiIWTIzPsQRshgw8KgI2Sw8V6HEoYwQgYbelXH4qbjzLAhZNDRqzpCBsRCyJCZ9yGMkMGGhUFHyGDjvQ4lDGGEDDb0qo7FTceZYUPIoKNXdYQMiIWQITPvQxghgw0Lg46QwcZ7HUoYwggZbOhVHYubjjPDhpBBR6/qCBkQCyFDZt6HMEIGGxYGHSGDjfc6lDCEETLY0Ks6FjcdZ4YNIYOOXtURMiAWQobMvA9hhAw2LAw6QgYb73UoYQgjZLChV3UsbjrODBtCBh29qiNkQCyEDJl5H8IIGWxYGHSEDDbe61DCEEbIYEOv6ljcdJwZNoQMOnpVR8iAWAgZMvM+hBEy2LAw6AgZbLzXoYQhjJDBhl7VsbjpODNsCBl09KqOkAGxEDJk5n0II2SwYWHQETLYeK9DCUMYIYMNvapjcdNxZtgQMujoVR0hA2IhZMjM+xBGyGDDwqAjZLDxXocShjBCBht6VcfipuPMsCFk0NGrOkIGxELIkJn3IYyQwYaFQUfIYOO9DiUMYYQMNvSqjsVNx5lhQ8igo1d1hAyIhZAhM+9DGCGDDQuDjpDBxnsdShjCCBls6FUdi5uOM8OGkEFHr+oIGRALIUNm3ocwQgYbFgYdIYON9zqUMIQRMtjQqzoWNx1nhg0hg45e1REyIBZChsy8D2GEDDYsDDpCBhvvdShhCCNksKFXdSxuOs4MG0IGHb2qI2RALIQMmXkfwggZbFgYdIQMNt7rUMIQRshgQ6/qWNx0nBk2hAw6elVHyIBYCBky8z6EETLYsDDoCBlsvNehhCGMkMGGXtWxuOk4M2wIGXT0qo6QAbEQMmTmfQgjZLBhYdARMth4r0MJQxghgw29qmNx03Fm2BAy6OhVHSEDYiFkyMz7EEbIYMPCoCNksPFehxKGMEIGG3pVx+Km48ywIWTQ0as6QgbEQsiQmfchjJDBhoVBR8hg470OJQxhhAw29KqOxU3HmWFDyKCjV3WEDIiFkCEz70MYIYMNC4OOkMHGex1KGMIIGWzoVR2Lm44zw4aQQUev6ggZEAshQ2behzBCBhsWBh0hg433OpQwhBEy2NCrOhY3HWeGDSGDjl7VETIgFkKGzLwPYYQMNiwMOkIGG+91KGEII2SwoVd1LG46zgwbQgYdvaojZEAshAyZeR/CCBlsWBh0hAw23utQwhBGyGBDr+pY3HScGTaEDDp6VUfIgFgIGTILIUhnZ2eya/z48TJ37txkt79o0SJpaGhI+hiamppkwYIFyW5/zpw50tzcnPQxjB49Wjo6OpLd/oQJE6S9vT3pY/Deq53UwXSNHz9eDjnkkGS3f/DBByf/eWtsbJSFCxcmu/3p06fL5MmTkz4GelW/SujV1tZWOeigg5Ld/qJFi2T06NFJH0MJdUh9ZkybNi35mZH6541e1a8SerWjo0OmT5+eez1CAQgZMgshSHd3d7Krra1NVqxYkez2V69eLU1NTUkfw5QpU2TVqlXJbn/58uUyY8aMpI+hpaVFurq6kt3+7NmzZenSpUkfg/de7aYOpit1HWrx85b6zFi8eLHMmzcv6WOgV/tfqV/lhDS2bt064tpzZtT+522gK/WZUYt5kuc3/erq6pK2trbcRwcKQMiQmfeXk/J2CRte+qzj7RI23utQwstJebuETepexf6BM8OGt0voeH7T8XYJxMIEkJn3hYGQwYaFQUfIYOO9DiUMYYQMNoQMiIEzw4aQQcfzm46QAbEwAWTmfWEgZLBhYdARMth4r0MJQxghgw0hA2LgzLAhZNDx/KYjZEAsTACZeV8YCBlsWBh0hAw23utQwhBGyGBDyIAYODNsCBl0PL/pCBkQCxNAZt4XBkIGGxYGHSGDjfc6lDCEETLYEDIgBs4MG0IGHc9vOkIGxMIEkJn3hYGQwYaFQUfIYOO9DiUMYYQMNoQMiIEzw4aQQcfzm46QAbEwAWTmfWEgZLBhYdARMth4r0MJQxghgw0hA2LgzLAhZNDx/KYjZEAsTACZeV8YCBlsWBh0hAw23utQwhBGyGBDyIAYODNsCBl0PL/pCBkQCxNAZt4XBkIGGxYGHSGDjfc6lDCEETLYEDIgBs4MG0IGHc9vOkIGxMIEkJn3hYGQwYaFQUfIYOO9DiUMYYQMNoQMiIEzw4aQQcfzm46QAbEwAWTmfWEgZLBhYdARMth4r0MJQxghgw0hA2LgzLAhZNDx/KYjZEAsTACZeV8YCBlsWBh0hAw23utQwhBGyGBDyIAYODNsCBl0PL/pCBkQCxNAZt4XBkIGGxYGHSGDjfc6lDCEETLYEDIgBs4MG0IGHc9vOkIGxMIEkJn3hYGQwYaFQUfIYOO9DiUMYYQMNvUaMmzbJrJ+vcjpp4uceWavXHONyG9+0/e5nh6R++7r+99PPSVy3XUiV14pcuONr19XXily2WV91/XXi9xzj8gvfjG8+7J9u8iDDw7te379a5FLLxU57TSRv/xLkQ0bRJ5/vu9zW7eKPPzw8O5LveLMsCFk0PH8piNkQCz1OQHsR7wvDIQMNiwMOkIGG+91KGEII2SwqceQ4ZZbemX6dJETThD5u78TueOOvrDgf/5Pke7uvv977bV9X/vMMyI//KHIypUiIbx+LV8usm6dyJe/LPLhD4uMGSMydqzIH/6hyA9+MLT7c+21IvPn27/+W9/qlUmTRP70T0U2beq7/xdc0Pd41qwRWbZM5B/+YWj3od5xZtgQMuh4ftMRMiCW+psA9jPeFwZCBhsWBh0hg433OpQwhBEy2NRbyPBv/ybyxjeKDNR+27aJdHb2hQi33db/c1u39g8ZvvnN/p//4Q/7bnf35zdssN+nd7+773vuukv/2r//+76v/R//Y9/P/epXIm97W6+EIPKTn9j/fA84M2wIGXQ8v+kIGRBLfU0A+yHvCwMhgw0Lg46QwcZ7HUoYwggZbOotZDj22L4l/eSTB/78Cy+ITJ0qsnFj/4/ff3//kOGSS/b93uOPf/3z06b1vQ1C85OfvB5OaO20a5fIO97R97XnnDPw1/zylyITJoj88z/rf7YnnBk2hAw6nt90hAyIpb4mgP2Q94WBkMGGhUFHyGDjvQ4lDGGEDDb1FDJs3y5y4IF9S/rMmSKPPz7w133ucyLf+Eb/j23ZoocMZ57Z/2v+6Z/0+/ThD7/+9Y2NIk8+Wf1rf/ELkdGj+7720EP73soxkD//86G/ZaPecWbYEDLoeH7TETIglvqZAPZT3hcGQgYbFgYdIYON9zqUMIQRMtjUU8jw4ot9r1LYvdTPmiVy8837ft2WLfu+EsASMnzuc/2/5vbbB78/Tzwh0tLS/20Wf/VX1b/+V7/q+70Pu7/2bW8b+M/48Y/7XnlREs4MG0IGHc9vOkIGxFI/E8B+yvvCQMhgw8KgI2Sw8V6HEoYwQgabegoZRET+1//qHwSEIPLf/7vIrbcO/n2WkKHy7RITJ4o8++zgt3nKKX2/aHL372QIQaS9vS8MqWb374yovP74j22vmvCMM8OGkEHH85uOkAGx1NcEsB/yvjAQMtiwMOgIGWy816GEIYyQwabeQoZHHukLAPZe1EMQOe44kQceGPj79g4Z9v7Fj5s2iTQ0vP75K64Y/H785jciCxeKvPpq321V3vY111T/vrvv7vsvWQx0/088UeSxx4b29+EFZ4YNIYOO5zcdIQNiqa8JYD/kfWEgZLBhYdARMth4r0MJQxghg029hQwiIvfc0/c7DQZa1BsbRb761X2/Z++Q4bjjRM47r+8/Y/mhD/X9roQxY0Te9a59f2nkQL74xb7fnSAi8rvfvf67IkIQOeKIwb930yaRgw4a+P4fcIDI3/7t0P9O6h1nhg0hg47nNx0hA2KpvwnAmZ6eHunu7h7yddNNN4mI/4WBkMGGhUFHyGDjvQ4lDGGEDDb1GDKI9P0SyLPO6vudCAMt69de2//r9w4ZVq8W+dKXevt9bObMXnnhBf3P3rFDZMkSkf/4j9c/dsYZ/W9f+69D/OY3fW+3qPwdDZXXpk1D/zupZ5wZNoQMOp7fdIQMiKU+JwBHtmzZMqyQYfch19TUJCGEZFdjY2PS2w8hyJgxY5Le/oQJE5I/hlGjRiW9/QMOOCD5Y0h9pe6lWvRqa2tr9r/Hev97Sn0mhRBk7Nix7uvc0NDg/jGkvmL26qpVq+QFyxZfxc6dfW9PqPT44yJdXSJNTf2X9Pb2Xnn55crn+f6fv/LKvo//7//d/+Mf/rB+P771LZEPfrD/x556SqS5+fXb+cAH9v2+117ruyr99KciH/uYyKhR/e/H4sV9/8nLerBly5Yo9S/hzEh9tbS0ZL8PI72am5uT3j7Pb7Zr1qxZuY8OFICQIbMQfP+rJK9ksOFfJXW8ksHGex1K+JceXslQ3YX/cqF0b+6W7s3dEpaGPf/7uVeei/5nDcUjj4j8n/8z8Oe2bu37BZChYlG/997XP1/tFz++/LLI/PmDvwpib0cd1fd2hyOOeP3q6OgfFIwdK7J36e++W+Tyywe+zXvuETn88Ne/f8yYwf9zmN5wZtikfm7glQy6EnqVVzIgFkKGzLwvDIQMNl4Xhkree1WEOlgwhOkIGaqbfdFsCV8I+1w9z/VE/7OGoqdH5A/+oO8VDQN59dW+z+9e1O+88/XPDfZfl7jvvv6/9LG1tVcef3zgP+P22/v+jLvuEtm8uf+1fn3/P+Oss/p/7913iyxdWv3x/e53Im99a9/3vuENIj/7mfpX4gZnhg0hg47nNx0hA2IhZMjM+8JAyGDjdWGo5L1XRaiDBUOYjpChunoNGZ55RuSNbxz8lQZXXvn6L1D83e9e/7j2n7Bct67/55cuFent3ff23//+vrdLVLNo0eu3MWNG//+c5cMP94UHd9xR/fvPO6/vew8+eN+3hnjGmWFDyKDj+U1HyIBYCBky874wEDLYeF0YKnnvVRHqYMEQpiNkqK5eQ4Znn+17G8G4cX2hwUDWrOlb0r/0pf4f37q1f4jwN3+z7/e+5z39v+a88/p//ic/EXnzmwf/XQlXXtn/l0ledNHrn3v00b6PTZ2671spdjv11L6v2fs/sekdZ4YNIYOO5zcdIQNiIWTIzPvCQMhg43VhqOS9V0WogwVDmI6Qobp6DRl+8xuRxsZeOewwkSOP7Pv9Bs8+2/e5114TufnmvgDiz/7s9Zcg9PaK/P73Ipdd1j9A+NCH+l5lUBkYPPVUr0yc2P/rNmzo+69JPPpoX8AQgsjDD/cO+CqD117reztF5fc3NIj827/1/TkPP9z3sYULRY46qleuvbZXnn++73t//3uRq6/u+70On/tcwr/ETDgzbAgZdDy/6QgZEAshQ2beFwZCBhuvC0Ml770qQh0sGMJ0hAzV1WvI0NMjctppfQHC//t/IueeK3LyySJ/8iciq1aJnHCCyMaN/b/nZz/re0XC8ceLLFvW/zr7bJH/+3/7f/33vvf65485RuR97xNZu7bvP3n5rnf1vdrhox8VufjivmBgt1de6XsLxsc+1v/PePe7++7fvff2hQy7A4THH+/7808+WeSkk0T+9E9FVq4Uue22ZH99WXFm2BAy6Hh+0xEyIBZChsy8LwyEDDZeF4ZK3ntVhDpYMITpCBmqq9eQYaBf+Lhzp8gvf/n6Kxr21ts78O9WqPy8ZqC3R1g/VvnnDHT/d+zo+89fVv7+iBJxZtgQMuh4ftMRMiAWQobMvC8MhAw2XheGSt57VYQ6WDCE6QgZqqvXkAF+cWbYEDLoeH7TETIgFkKGzLwvDIQMNl4Xhkree1WEOlgwhOkIGaojZEBsnBk2hAw6nt90hAyIhZAhM+8LAyGDjdeFoZL3XhWhDhYMYTpChuoIGRAbZ4YNIYOO5zcdIQNiIWTIzPvCQMhg43VhqOS9V0WogwVDmI6QoTpCBsTGmWFDyKDj+U1HyIBYCBky874wEDLYeF0YKnnvVRHqYMEQpiNkqI6QAbFxZtgQMuh4ftMRMiAWQobMvC8MhAw2XheGSt57VYQ6WDCE6QgZqiNkQGycGTaEDDqe33SEDIiFkCEz7wsDIYON14WhkvdeFaEOFgxhOkKG6ggZEBtnhg0hg47nNx0hA2IhZMjM+8JAyGDjdWGo5L1XRaiDBUOYzkXI8MorIsuXi1TpR0IGeMGZYUPIoOP5TUfIgFgIGTLzvjAQMtiw3OoIGWy816GEIazuQ4bdAUMIfdcAPUnIAC84M2wIGXQ8v+kIGRALIUNm3hcGQgYbllsdIYON9zqUMITVdciwd8BQJWggZIAXnBk2hAw6nt90hAyIhZAhM+8LAyGDDcutjpDBxnsdShjC6jpkeO45kYUL9w0Z9goaCBngBWeGDSGDjuc3HSEDYiFkyMz7wkDIYMNyqyNksPFehxKGsLoOGURMQUMJIUMJvcripuPMsCFk0NGrOkIGxELIkJn3hYGQwYblVkfIYOO9DiUMYXUfMoioQQMhg46QwaaEOpRwZhAy6OhVHSEDYiFkyMz7wkDIYMNyqyNksPFehxKGMBchg8igQcNVs2YRMigIGWxKqEMJZwYhg45e1REyIBZChsy8LwyEDDYstzpCBhvvdShhCHMTMogMGjRs7uwc+e3vhZBhaFjcdJwZNoQMOnpVR8iAWAgZMvO+MBAy2LDc6ggZbLzXoYQhzFXIIGL+ZZAxEDIMDYubjjPDhpBBR6/qCBkQCyFDZiEE6ezsTHY1NzfL3Llzk93+okWLpKGhIeljaGxslAULFiS7/Tlz5khTU1PSxzB69Gjp6OhIdvutra3S3t6e9DF479VO6mC6UtehFj9vqc+MadOmyaRJk5I+hti9+r6jjpJHx4+v+taJWH/OuM+NGzBkOHLZkdH/jkro1dRnRi2eo0uoQwlnRurnBnpVv0ro1Y6ODpk6dWru9QgFIGTILIQg3d3dya62tjZZsWJFsttfvXq1NDU1JX0MU6ZMkVWrViW7/eXLl8uMGTOSPoaWlhbp6upKdvuzZ8+WpUuXJn0M3nu1mzqYrtR1qMXPW+ozY/HixTJv3rykjyFFr64980x5evr0qm+diPFnTPzCxAFDhtO6T4v+d1RCr6Y+M2rxHF1CHUo4M1I/N9Cr+lVCr3Z1dUlbW1vu9QgFIGTIzPtLn3m7hA0v09fxdgkb73Uo4eWk7t4uUSnxWyd4u8TQpD4zeAm6TQlnBm+X0NGrOt4ugVgIGTLzvjAQMtiw3OoIGWy816GEIcx1yCAi8txzVd86MdKggZBhaFjcdJwZNoQMOnpVR8iAWAgZMvO+MBAy2LDc6ggZbLzXoYQhzH3IICLvO+qoqm+dGEnQQMgwNCxuOs4MG0IGHb2qI2RALIQMmXlfGAgZbFhudYQMNt7rUMIQVkLI0NnZKWvPPDP6WycIGYaGxU3HmWFDyKCjV3WEDIiFkCEz7wsDIYMNy62OkMHGex1KGMJKCRm6u7uj/44GQoahYXHTcWbYEDLo6FUdIQNiIWTIzPvCQMhgw3KrI2Sw8V6HEoawokIGkahBAyHD0LC46TgzbAgZdPSqjpABsRAyZOZ9YSBksGG51REy2HivQwlDWHEhg0i0oIGQYWhY3HScGTaEDDp6VUfIgFgIGTLzvjAQMtiw3OoIGWy816GEIazIkEEkStBAyDA0LG46zgwbQgYdvaojZEAshAyZeV8YCBlsWG51hAw23utQwhBWbMggMuKggZBhaFjcdJwZNoQMOnpVR8iAWAgZMvO+MBAy2LDc6ggZbLzXoYQhrOiQQWREQQMhw9CwuOk4M2wIGXT0qo6QAbEQMmTmfWEgZLBhudURMth4r0MJQ1jxIYPIsIMGQoahYXHTcWbYEDLo6FUdIQNiIWTIzPvCQMhgk31hiMB7r4pQBwuGMN1+ETKIDCtoIGQYGhY3HWeGDSGDg1rD6wAAIABJREFUjl7VETIgFkKGzLwvDIQMNnWxMIyQ914VoQ4WDGG6/SZkEBly0EDIMDQsbjrODBtCBh29qiNkQCxZQ4bnn39e/uEf/kF27tw56Nc99dRTcuONN8qll14qd955p7z22mvqbT/yyCNy8cUXyze+8Q3Ztm1brLscnfeFgZDBpm4WhhHw3qsi1MGCIUy3X4UMIkMKGggZhobFTceZYUPIoKNXdYQMiCVLyPDkk0/K2rVrZfbs2TJr1izp7e2t+rWf+cxnJITQ71q4cKH8y7/8S9XvWbdunRx55JFyxRVXyF//9V/L4sWLk/5AjoT3hYGQwaauFoZh8t6rItTBgiFMt9+FDCLmoIGQYWhY3HScGTaEDDp6VUfIgFhqHjI8/PDDcvbZZ8vChQslhCCHHXZY1a8966yzZNq0aXLJJZfIpk2bZMOGDXL00UdLCEFaW1vloYce2ud7rr76agkhyKOPPtrvY6NGjZKf//znSR7TSHhfGAgZbOpuYRgG770qQh0sGMJ0+2XIIGIKGggZhobFTceZYUPIoKNXdYQMiKXmIcOOHTtEROTnP/+5hBBk3rx5A37df/zHf8h73vOeAd/qcOyxx0oIQU466aR+H9+2bZs0NjbKRz7ykX2+Z9q0afKe97wnwiOIy/vCQMhgU5cLwxB571UR6mDBEKbbb0MGETVoIGQYGhY3HWeGDSGDjl7VETIglmy/k+Gpp56SEIK87W1vG/DzmzZtkrvuumvAzz3wwAPyhje8Qd70pjf1+/0MF110kYQQ5Dvf+c4+3/Pxj39cQgiydevWOA8gEu8LAyGDTd0uDEPgvVdFqIMFQ5huvw4ZRAYNGi5aPpGQYQhY3HScGTaEDDp6VUfIgFiyhQxPPvnkoCHDrl27qn7vCy+8IKNHj5Y5c+b0+6WRS5culRCC3Hvvvft8z+WXXy4hBDn//PNHfucj8r4wEDLY1PXCYOS9V0WogwVDmG6/DxlEBg0avrCUkMGKxU3HmWFDyKCjV3WEDIilbkOGwTz//PMSQuj3tojt27fLxIkTZcyYMfL000/v8z3f/e53JYQgH/rQh0Z0v2PzvjAQMtjU/cJg4L1XRaiDBUOYjpDhvwwhaCBkGBiLm44zw4aQQUev6ggZEIvLkOHuu++WEILcc889ez72xBNPyBvf+EaZOHGi/O53v9vne2655RYJIUhnZ+dI7nZ03hcGQgYbFwuDwnuvilAHC4YwHSFDBWPQQMgwMBY3HWeGDSGDjl7VETIgFpchwwc/+EH5wAc+0O9j//qv/yohBJk2bZq8+OKL+3zPD37wAwkhyNy5c4d9n1PwvjAQMti4WRgG4b1XRaiDBUOYjpBhL4aggZBhYCxuOs4MG0IGHb2qI2RALO5Chrvuukvmzp0rzz77bL+P7351w7Rp0+Sll17a5/u+//3vSwhBFi1aNKL7HZv3hYGQwcbVwlCF914VoQ4WDGE6QoYBKEEDIcPAWNx0nBk2hAw6elVHyIBYXIUM27dvl3e9611yxx137PO5X/ziFzJq1CiZNGmSbN++fZ/Pf/vb35YQghx33HEjut97u+mmmySEMORrxYoVIiIyZsyYYX2/9Ro3blzS2w8hyKhRo5Le/vjx45M/htRXS0tL9vsw0quhoSHp7deiV5uamrL/PdZ7HcaOHZv8MaQ+M5qbm7PXaaSXx16dGIJsmTLAf9oyBPnCuPh/Xgm9Wosr9ZxRQh1KODMaGxuz34eRXvSqftWiV9vb26PuStg/uQkZent75dRTTx3wP08pIvLKK6/I1KlTZezYsfLMM8/s8/mrr75aQghy8sknj+h+xxaC73+V5JUMNu7+VXIA3ntVhDpY8C89Ol7JUN2CtQfJlukDBw0S+c8roVf512EdZ4ZN6ucGelVXQq/ySgbE4iZkOO+88+SGG24Y9GuOO+44CSHI/fffv8/n/uqv/kpCCHLttdcO6/6m4n1hIGSw8bowVPLeqyLUwYIhTEfIUN3si2bLxM+FmgQNJfQqi5uOM8OGkEFHr+oIGRCLi5DhggsukBtvvHHAz7388suya9cuERG5/vrrJYQgV1999T5ft3z5chk9evSAr3LIyfvCQMhg43VhqOS9V0WogwVDmI6QobrZF82W8IVQk6ChhF5lcdNxZtgQMujoVR0hA2LJFjL88pe/lBCCvP3tbx/06772ta/J97///QE/94//+I9yzjnn7AkZXn31VTnooIPkj/7oj/p93UsvvSQhBPnsZz8b585H5H1hIGSw8bowVPLeqyLUwYIhTEfIUN3ukKEWQUMJvcripuPMsCFk0NGrOkIGxJItZLj//vslhCBTp06VV199dZ/Pv/baa/LpT39aRo8eLUuWLJHDDjtMFixYsOd6y1veIiGEfQKIf/qnf5IQgnzve9/b87ETTzxRFixYIK+88kryxzVU3hcGQgYbrwtDJe+9KkIdLAatw1VXiaxaNaLbL2EII2SorjJkSB00lLAwsLjpODNsCBl09KqOkAGx1Dxk+P3vfy+XXXaZrFy5UubOnStz586VU045RTZu3Njv66666ippb2+XWbNmyfTp02XatGn9runTp8sxxxwjO3fu3OfP2LRpkxx99NFy6qmnykc+8hH5sz/7swH/ixP1wPviRshg43VhqOS9V0Wog0XVOlx11evL4QiChhKGMEKG6vYOGXYHDTvmvy160FDCwsDipuPMsCFk0NGrOkIGxFLzkKG3t1eeeeYZeeGFF6S3t1d27dolzz33nDz33HP9vu6ll16SnTt3Sm9vb9VrMLt27ZK7775bHn/88ZQPZ8S8L26EDDZeF4ZK3ntVhDpYDFiHyoBhhEFDCUMYIUN1A4UM4QtBnnziAZGFC6MGDSUsDCxuOs4MG0IGHb2qI2RALNneLoE+3hc3QgYbrwtDJe+9KkIdLAasw/LlAy+HwwgaShjCCBmqqxYy9DzXI/Lcc1GDhhIWBhY3HWeGDSGDjl7VETIgFkKGzLwvboQMNl4Xhkree1WEOlgMWIdXXokWNJQwhBEyVDdoyCASNWgoYWFgcdNxZtgQMujoVR0hA2IhZMjM++JGyGDjdWGo5L1XRaiDRdU6RAoaShjCCBmqU0MGkWhBQwkLA4ubjjPDhpBBR6/qCBkQCyFDZt4XN0IGG68LQyXvvSpCHSwGrUOEoKGEIYyQoTpTyCASJWgoYWFgcdNxZtgQMujoVR0hA2IhZMjM++JGyGDjdWGo5L1XRaiDhVqHEQYNJQxhhAzVmUMGkREHDSUsDCxuOs4MG0IGHb2qI2RALIQMmWVfGEaIkMHG68JQyXuvilAHC1MdRhA0lDCEETJUN6SQQWREQUMJCwOLm44zw4aQQUev6ggZEAshQ2Z1sTCMACGDjdeFoZL3XhWhDhbmOgwzaChhCCNkqG7IIYPIsIOGEhYGFjcdZ4YNIYOOXtURMiAWQobM6mZhGCZCBhuvC0Ml770qQh0shlSHYQQNJQxhhAzVDStkEBlW0FDCwsDipuPMsCFk0NGrOkIGxELIkFldLQzDQMhg43VhqOS9V0Wog8WQ6zDEoKGEIYyQobphhwwiQw4aSlgYWNx0nBk2hAw6elVHyIBYCBkyq7uFYYgIGWy8LgyVvPeqCHWwGFYdhhA0lDCEETJUN6KQQWRIQUMJCwOLm44zw4aQQUev6ggZEAshQ2Z1uTAMASGDjdeFoZL3XhWhDhbDroMxaChhCCNkqG7EIYOISE+PyOzZatBQwsLA4qbjzLAhZNDRqzpCBsRCyJBZ3S4MRoQMNl4Xhkree1WEOliMqA6GoKGEIYyQobooIYOIKWgoYWFgcdNxZtgQMujoVR0hA2IhZMisrhcGA0IGG68LQyXvvSpCHSxGXAclaChhCCNkqC5ayCCiBg0lLAwsbjrODBtCBh29qiNkQCyEDJnV/cKgIGSw8bowVPLeqyLUwSJKHQYJGrYuWeJ+CCNkqC5qyCAyaNBw2dSp7hcGFjddCYsbIYOOXrUhZIAXhAyZuVgYBkHIYON1YajkvVdFqINFtDoMEjTccuCBI7/9QZSwMHjt1eghg8igQcOW44+Pddf3Qchgw+KmI2TQ0as2hAzwgpAhMzcLQxWEDDZeF4ZK3ntVhDpYRK3DEP/zlrGUsDB47dUkIYOI+ZdBxkTIYMPipiNk0NGrNoQM8IKQIbMQgnR2dia7mpubZc6cOclu/7DDDpOGhoakj2HcuHEyf/78ZLf/5je/WRobG5M+htGjR8uSJUuS3X5ra6u0tbUlfQzee7Wzs1MaGhqko6Mj2e2XUIempiaZO3dutNt7z9FHy92TJg24HN42fXqSxzBu3DhZsGBBsr+jadOmycSJE5Pdfmen314d97lxA4YMRy47csS3/cEjj5Snx40bsJeumjUr+mOZM2eONDU1Rb/dyqulpUXa29uT3f6iRYuSP0fHPjP2vmpRh9RnxtSpU2XSpElJH0Pq5wZ6Vb9K6NWOjg6ZOnVq7vUIBSBkyCyEIN3d3cmumTNnyooVK5Ld/urVq6WpqSnpY5gyZYqsWrUq2e0vX75cZsyYkfQxtLS0SFdXV7Lbnz17tixdujTpY/Deq93UwXSlqMO5f/EX8ujBBw/8cveFC6M/htRnxuLFi2XevHnJbr+722+vTvzCxAFDhtO6T4ty+xeedpo8N3HigL20ubMz6mOpxXND6jOjFs/Rqc/uWtShhDMj9XMDvapfJfRqV1eXzJw5M/d6hAIQMmTm6qXPA+DtEjZeX/pcyXuvilAHi2R1qOFbJ0p46bPXXk32dolKNXrrBG+XsOEl6DreLqGjV214uwS8IGTIzO3C8F8IGWy8LgyVvPeqCHWwSFqHV16RnkMPTR40lLAweO3VmoQMIiI9PfKrMWOSBg2EDDYsbjpCBh29akPIAC8IGTJzvTAIIYOV14WhkvdeFaEOFqnr8NV16+SuCROSBg0lLAxee7VmIYOI/H+HHCIvHHhgsqCBkMGGxU1HyKCjV20IGeAFIUNm3hcGQgYbrwtDJe+9KkIdLGoxhP3B4sVJ3zpRwsLgtVdrGTK8/e1vl43r1iV76wQhgw2Lm46QQUev2hAywAtChsy8LwyEDDZeF4ZK3ntVhDpY1GwIS/g7GkpYGLz2aq1DhquuuirZ72ggZLBhcdMRMujoVRtCBnhByJCZ94WBkMHG68JQyXuvilAHi5oOYYmChhIWBq+9miVkEEkSNBAy2LC46QgZdPSqDSEDvCBkyMz7wkDIYON1YajkvVdFqINFzYewBEFDCQuD117NFjKIRA8aCBlsWNx0hAw6etWGkAFeEDJk5n1hIGSw8bowVPLeqyLUwSLLEBY5aChhYfDaq1lDBpGoQQMhgw2Lm46QQUev2hAywAtChsy8LwyEDDZeF4ZK3ntVhDpYZBvCIgYNJSwMXns1e8ggEi1oIGSwYXHTETLo6FUbQgZ4QciQmfeFgZDBxuvCUMl7r4pQB4usQ1ikoKGEhcFrr9ZFyCASJWggZLBhcdMRMujoVRtCBnhByJCZ94WBkMHG68JQyXuvilAHi+xDWISgoYSFwWuv1k3IIDLioIGQwSb7mRFBCWcGIYOOXtURMiAWQobMvC8MhAw2XheGSt57VYQ6WNTFEDbCoKGEhcFrr9ZVyCAyoqCBkMGmLs6MESrhzCBk0NGrOkIGxELIkJn3hYGQwcbrwlDJe6+KUAeLuhnCRhA0lLAweO3VugsZRIYdNBAy2NTNmTECJZwZhAw6elVHyIBYCBky874wEDLYeF0YKnnvVRHqYFFXQ9gwg4YSFgavvVqXIYPIsIIGQgabujozhqmEM4OQQUev6ggZEAshQ2beFwZCBhuvC0Ml770qQh0s6m4IG0bQUMLC4LVX6zZkEBly0EDIYFN3Z8YwlHBmEDLo6FUdIQNiyRIyPPnkk/LTn/7U/PVPPPGEPPTQQ8P6c2677Ta55ppr5Kmnnhry99eC94WBkMHG68JQyXuvilAHi7ocwoYYNJSwMHjt1boOGUSGFDQQMtjU5ZkxRCWcGYQMOnpVR8iAWGoaMjz00ENy1llnSWtrq5x22mnq1//0pz+VM888U1paWuTMM88c0p+zcuVKOf7442XdunVy6623ym9/+9uR3PVkvC8MhAw2XheGSt57VYQ6WNTtEDaEoKGEhcFrr9Z9yCBiDhoIGWzq9swYghLODEIGHb2qI2RALDULGf7u7/5O/vzP/1xGjx4tIQT5i7/4i0G//vvf/758/OMfl1GjRkkIQc455xzTn/PNb35Tmpqa5POf/7zs2LEjxl1PyvvCQMhg43VhqOS9V0Wog0VdD2HGoKGEhcFrr7oIGURMQQMhg01dnxlGJZwZhAw6elVHyIBYahYybN++XURE1q5dKyEE+fznP2/6+i9+8YvmkGHdunUSQpBvfOMbI7/DNeJ9YSBksPG6MFTy3qsi1MGi7ocwQ9BQwsLgtVfdhAwiatBAyGBT92eGQQlnBiGDjl7VETIglpr/Tob169ebQobdLr30UlPIcMMNN0gIQT71qU/FuJs1431hIGSw8bowVPLeqyLUwcLFEKYEDSUsDF571VXIIDJo0PAvy5YRMhi4ODMUJZwZhAw6elVHyIBYah4yXH755UMKGS655BI1ZPj1r38tLS0tMmXKFHnllVdi3dWa8L4wEDLYeF0YKnnvVRHqYOFmCBskaLixudn9wuC1V92FDCKDBg3r29pGfvuDYHHTlbC4ETLo6FUbQgZ4UUTI8JnPfEZCCLJu3ToR6QsdHn74Yfn9738f5T6n5H1hIGSw8bowVPLeqyLUwcLVEDZI0PD08uVx/owBEDJU5zJkEBnyf94yFhY3XQmLGyGDjl61IWSAF+5DhhdeeEEmT54sIQRZu3atnHHGGbJs2TIZP368tLe3ywUXXBDz7kcXQpALL7ww2TVz5kw56aSTkt3+pz71KRk/fnzSxzB58mQ59dRTk93+ihUr5KCDDkr6GJqbm+Xss89OdvsHH3ywLF++POlj8N6r1KE+6hD75+2r69ZJz6GHDrgcbl2yJMlj6OjokMWLFyetg9denXTOpAFDhrP/Ov5jid2r3zz7bHl+0qSqb53wVIfdVy2eo72dGQNdqeeMWpwZqZ8b6FX9KqFXzz77bHnTm96Uez1CAdyHDD/84Q8lhCCtra2ybt06efzxx+XVV1+V+++/X9ra2iSEIOedd17Mh9DPbbfdJkuXLh3ytXbtWhERaWxslMMPPzzZdcABB8isWbOS3f5b3/pWGTduXNLHMGnSJDnkkEOS3f7s2bOlqakp6WOYMGGCzJ8/P9ntt7a2yowZM5I+hjFjxiS9/dS9Sh3qow4pft7+YPFiuWvChAGXw1sOPDD6Y5g6daoccMABSevgtVfHnjl2wJBh/tHxH0uKXv3j+fPl12PHVn3rhJc67L5q8Rzt8czY+0o9Z9TizEj93ECv6lcJvTp//nxpb29Ptjdh/+E+ZLjiiiskhCDvfe979/ncrbfeKiEEecMb3iCPPPLIiO53NU8//bRs3rx5yNfDDz8sIv5f+szbJWy8vvS5kvdeFaEOFm5fTmr8z1vGwNslqnP7dolKNXzrBC9B19XiOZq3S+joVV0JvcrbJRCL+5DhrLPOkhCC/Mmf/MmAnz/00EMlhCCXX375sO9zSt4XBkIGG68LQyXvvSpCHSxcD2E1ChoIGaorImQQEenpqfrWiZhBA4ubroTFjZBBR6/aEDLAC/chw/nnny8hBPnoRz864OdPOukkCSHIGWecMdy7nJT3hYGQwcbrwlDJe6+KUAcL90PYK6/I5nHjkgYNhAzVFRMyiMg3zz676lsnYgUNLG66EhY3QgYdvWpDyAAv3IcMu98SccIJJwz4+Y9//OMSQpCLL7542Pc5Je8LAyGDjdeFoZL3XhWhDhYlDGFzZs6UZ5csSRY0EDJUV1LIcOGFF8ofz5+f9K0TLG66EhY3QgYdvWpDyAAv3IcMzz77rIwbN05mzpwpu3bt2ufzH/3oRyWEIPfdd9+I7ncq3hcGQgYbrwtDJe+9KkIdLEoZwn60aVOyt04QMlRXWshw+OGHJ/0dDSxuuhIWN0IGHb1qQ8gAL2oeMnz961+XEIKcffbZpq//2te+JiEEWbNmTdWv+cu//EsJIcjtt9++z+dmz54tRx999LDvb2reFwZCBhuvC0Ml770qQh0sihrCEv2OBkKG6ooMGUSSBQ0sbroSFjdCBh29akPIAC9qHjJ85StfkRCCnHLKKaavP/fccyWEIJ/+9Kerfs2OHTuko6NDZs6cKdu2bdvz8TVr1sj48ePl8ccfH/H9TsX7wkDIYON1YajkvVdFqINFcUNYgqCBkKG6YkMGkSRBA4ubroTFjZBBR6/aEDLAi5qFDI899ph85StfkXe84x0ybdo0eetb3yrnnXeebNmyZcCvf+SRR+TLX/6yLFq0SKZNmybz5s2TNWvWyIMPPjjg12/fvl1WrlwpRx11lHzmM5+RT37yk7J8+XJ56KGHUj6sEfO+MBAy2HhdGCp571UR6mBR5BAWOWggZKiu6JBBJHrQwOKmK2FxI2TQ0as2hAzwomYhw4svvig9PT3y29/+Vl544QXZtm2b9PT0yPPPPz/o1z/77LOmr9/tkUcekVtuuaVqGFFvvC8MhAw2XheGSt57VYQ6WBQ7hEUMGggZqis+ZBCJGjSwuOlKWNwIGXT0qg0hA7yo+dsl0J/3hYGQwcbrwlDJe6+KUAeLooewSEEDIUN1+0XIIBItaGBx05WwuBEy6OhVG0IGeEHIkJn3hYGQwcbrwlDJe6+KUAeL4oewCEEDIUN1+03IIBIlaGBx02U/MyIgZNDRqzaEDPCCkCEz7wsDIYON14WhkvdeFaEOFvvFEDbCoIGQobr9KmQQGXHQwOKmq4szY4QIGXT0qg0hA7wgZMjM+8JAyGDjdWGo5L1XRaiDxX4zhI0gaCBkqG6/CxlERhQ0sLjp6ubMGAFCBh29akPIAC8IGTLzvjAQMth4XRgqee9VEepgsV8NYcMMGggZqtsvQwaRYQcNLG66ujozhomQQUev2hAywAtChsy8LwyEDDZeF4ZK3ntVhDpY7HdD2DCCBkKG6vbbkEFkWEEDi5uu7s6MYSBk0NGrNoQM8IKQITPvCwMhg43XhaGS914VoQ4W++UQNsSggZChuv06ZBAZctDA4qaryzNjiAgZdPSqDSEDvCBkyMz7wkDIYON1YajkvVdFqIPFfjuEDSFoIGSobr8PGUSGFDSwuOnq9swYAkIGHb1qQ8gALwgZMvO+MBAy2HhdGCp571UR6mCxXw9hxqCBkKE6Qob/YgwaWNx0dX1mGBEy6OhVG0IGeEHIkJn3hYGQwcbrwlDJe6+KUAeL/X4IMwQNhAzVETJUMAQNLG66uj8zDAgZdPSqDSEDvCBkyMz7wkDIYON1YajkvVdFqIMFQ5j0BQ0LF1YNGggZqiNk2IsSNLC46VycGQpCBh29akPIAC8IGTLzvjAQMth4XRgqee9VEepgwRD2X557rmrQ8OO5cwkZqiBkGMAgQcNVs2axuCncnBmDIGTQ0as2hAzwgpAhM+8LAyGDjdeFoZL3XhWhDhYMYRUGCRru+G//beS3PwivvUrIUMUgQcPmzs44f8YAWNxsCBl0hAy6EnqVkAGxEDJk5n1hIGSw8bowVPLeq9LTI6ubmqiDgiFsL4MEDQP95y1j8XpmEDIMYoj/ecsYWNxsCBl0hAy6EnqVkAGxEDJkNn78eGlvb092TZo0SaZOnZrs9qdPny4HHHBA0scwZcoUmT59etLbT/0YDjzwQGlra0t2+xMmTJADDzww6WNI/XeUslc7pk+XpxoaREKQrokTqYNy+ynPjKlTp8rkyZOTPobJkyf//+ydeXRV1dn/NyQQCCETAROSAAUZRGNRUbAOoFZwQlmtFsFZVKwpP7XSwmubgqDinOpyqnORinV4HVBRq0alSltUBLFRxDeICjJoGGRM5Pv740rI5Q57n3v3Pufsfb+ftc5qvefcc+/O85zn7ufDGbTWjIHdu2Npu3Zxm8MnOnUyNgYba0b2pOy4kqF0gP4abmOutq5Fey+35edrH0NZWZnx483GOOy96K4Zey/FxcUoLi42PgaT+8/Pzzf6+8ZcVY+zyVwtLy+nZCBaoGQIGCEE6urqjC19+vTBlClTjO3/jjvuQGFhodExlJaWora21tj+q6ur0a9fP6NjyM/Px5w5c4ztf9CgQTj//PONjsHWXF0wZw62lZZGTebrJ082MgbGQb74cbyZqBnz587F5n33jdscrj7hBO1jsLVmlN5QGlcyzJmnfyy25mq8mrR7aTjvPK2f5cdvtK1xaL2YnmecfPLJOPbYY42OwfRvg+nfN+aq2mI6V+fMmYPKysqg2yPiAJQMAWP7qc+8XEINW099bo21uZroVHcDn8U4yLH6dFIfL52wtWbwcglFfLp0gqegq2F6nsHLJeQwV9Uwnau8XILogpIhYGxvGCgZ1LC1YWiNtbm6aBFQWOiLaGAc5Fg/CWtsxMouXYyLBltrBiWDBxoasLpDB6OigY2bGpQMcigZ5LiQq5QMRBeUDAFje8NAyaCGrQ1Da6zOVZ9EA+Mgx4VJ2MRzzsGKoiKjosHWmkHJ4I0xQ4agMVFt0hAfNm5qUDLIoWSQ40KuUjIQXVAyBIztDQMlgxq2NgytsT1XsWgRNrRpY1Q0MA5yXJiEjR8/Hhf+4hdGL52wtWZQMnhj2LBhqL38cmOXTrBxU4OSQQ4lgxwXcpWSgeiCkiFgbG8YKBnUsLVhaI3tuQoAR+bl4Yf8fGOigXGQ48IkrKVhMHiPBltrBiWDN1riYOgeDWzc1KBkkEPJIMeFXKVkILqgZAgY2xsGSgY1bG0YWmN7rgKROHz94ovGLp1gHOS4MAmLahgMiQZbawYlgzei4mBANLBxU4OSQQ4lgxwXcpWSgeiCkiFgbG8qCkQWAAAgAElEQVQYKBnUsLVhaI3tuQq0ioOhezQwDnJcmITFNAwGRIOtNYOSwRsxcdAsGti4qUHJIIeSQY4LuUrJQHRByRAwtjcMlAxq2NowtMb2XAX2ioMB0cA4yHFhEha3YdAsGmytGZQM3ogbB42igY2bGpQMcigZ5LiQq5QMRBeUDAFje8NAyaCGrQ1Da2zPVSBOHDSLBsZBjguTsIQNg0bRYGvNoGTwRsI4aBINbNzUoGSQQ8kgx4VcpWQguqBkCBjbGwZKBjVsbRhaY3uuAgnioFE0MA5yXJiEJW0YNIkGW2sGJYM3ksZBg2hg46YGJYMcSgY5LuQqJQPRBSVDwNjeMFAyqGFrw9Aa23MVSBIHTaKBcZDjwiRM2jBoEA221gxKBm9I45CmaGDjpkbgNUMDlAxymKtyKBmILigZAsb2hoGSQQ1bG4bW2J6rgCQOGkQD4yDHhUmYUsOQpmiwtWZQMnhDKQ5piAY2bmqEomakCSWDHOaqHEoGogtKhoCxvWGgZFDD1oahNbbnKqAQhzRFA+Mgx4VJmHLDkIZosLVmUDJ4QzkOKYoGNm5qhKZmpAElgxzmqhxKBqILSoaAsb1hoGRQw9aGoTW25yqgGIc0RAPjIMeFSZinhiFF0WBrzaBk8IanOCQTDQn+Dmzc1AhVzUgRSgY5zFU5lAxEF5QMAWN7w0DJoIatDUNrbM9VwEMcUhQNjIMcFyZhnhuGFESDrTWDksEbnuPgUTSwcVMjdDUjBSgZ5DBX5VAyEF34Jhmam5uNbL9169ZUvk5osL1hoGRQw9aGoTW25yrgMQ4piAbGQY4Lk7CUGgaPosHWmkHJ4I2U4uBBNLBxUyOUNcMjlAxymKtyKBmILoxLhnfeeQejRo3Ck08+qbT922+/jVNOOQXPPvts0u0eeughDBkyBLm5uejbty8uvfRSfPrppzq+sq/Y3jBQMqhha8PQGttzFUghDh5FA+Mgx4VJWMoNgwfRYGvNoGTwRspxUBQNbNzUCG3N8AAlgxzmqhxKBqILIxVp165dePPNN3HmmWdCCAEhBB599NGk27/++us444wzWrZ//PHHE27/q1/9CkIIHHTQQTj66KORl5cHIQSKioowf/58E0Myhu0NAyWDGrY2DK2xPVeBFOPgQTQwDnJcmISl1TAoigZbawYlgzfSioOCaGDjpkaoa4YilAxymKtyKBmILoxUpObmZixYsADvv/8+Dj/8cAgh8NhjjyXd/t1338X777+PQw89FEKIhGc+PPTQQzjssMPw2Weftby2bt06jB07FkII9OjRA5s2bdI+JlPY3jBQMqhha8PQGttzFUgjDoqigXGQ48IkLO2GQUE02FozKBm8kXYcJKKBjZsaoa8ZClAyyGGuyqFkILowfrnElVdeKZUMramurk4oGXbu3InLLrsMa9eujVnX1NSEfv36QQiB559/Pu3v7Re2NwyUDGrY2jC0xvZcBdKMg4JoYBzkuDAJ09IwSESDrTWDksEbWuKQRDQsu/pqNm4KWFEzJFAyyGGuyqFkILowLhkuv/xyT5Lh17/+dULJsH37dnz++ecJ3ztp0iQIIXDPPfek/H39xvaGgZJBDVsbhtbYnquAhjhIRAPjIMeFSZi2hiGJaPhb+/ZW1gxKBm9oi0MS0TCxc+f0958EF+JgTc1IAiWDHOaqHEoGogvjkuH//b//50kyXHrppUkvl0jG9OnTIYSw6r4MtjcMlAxqUDLIsUIyAElFw8z+/RkHCS5MwrQ2DElEw+bTT9fzGXGgZJBjlWQAPD/eUhcuxMGqmpEASgY5zFU5lAxEF05JhvPOOw/FxcXYtm2b5/emSl1dHYYPH+55mTJlCoDIj0Jtba2xpaysDOPGjTO2/4kTJ6JTp05Gx1BcXIzq6mpj+x89ejTKy8uNjiE3Nxc1NTXG9t+nTx+MGDHC6Bhsz1WdcZg9aRK2d+wYdzJ/ywEHMA5JFj+ON9M1Y+jQoTjwwAO17e/u66/H2vLyuPn08WGHGRmDqZpRPL04rmSouVV//XMhV3XH4cGaGmwsLo6bS6+MHWtkDC7EwbaaEW8x/dtgep7hx3ySuSpfampqUFFR4VsfRdzFGcnQ3NyM4uJi3HXXXal8zZRpbGxEXV2d56W+vh4A0K5dOwwePNjYUlhYiJ49exrb/3777Yfs7GzjY+jXr5+x/ffo0QO5ublGx5CXl4eqqipj++/cuTPKysqMjiErK8t4nE3mqu44jBs4EJuysuJO5qf16sU4JFj8ON5M14yuXbuiqKhI6z6POeggfJqbGzef5paUaB+DqZqRMzknrmSoOkp//XMhV03EYVRVFVbl5PhWm1yIg401Y+/F9G+D6XmGX/NJ5mrypaqqCmVlZb72UsRNnJEMt956Kw4//PBUvmKg2H7qMy+XUIOXS8ix5nKJ1nh4vKUubI+DH8ebtac+Kz7eUge8XEKOH7lqrHb7eOmEC3Gwtma0gpdLyGGuyuHlEkQXTkiG5cuXY//998f//d//pfo1A8P2hoGSQQ1KBjlWSgbAd9FgexxcmIQZbRh8Eg2UDHKslgwA0NCAbaWlxmuTC3Gwumb8CCWDHOaqHEoGogvrJcOWLVtw+umn49VXX03nawaG7Q0DJYMalAxyrJUMgK+iwfY4uDAJM94wNDZiSYJLcXSJBkoGOdZLBgALn3wSKxPlkqa/nQtxsL5mgJJBBeaqHEoGogurJUNzczN+//vf47nnnkv3awaG7Q0DJYMalAxyrJYMALBoETZnZxsXDbbHwYVJmB8NQ4/8fOwYODB+Pl16adr7p2SQ44JkmD9/Pg4uLjZ66YQLcXChZlAyyGGuyqFkILqwWjLMmDEDzz77bLpfMVBsbxgoGdSgZJBjvWQAMP6QQ7CtQwejosH2OLgwCfOjYSgoKMAXixcnvnQizeOdkkGOK5Kha9euRu/R4EIcXKgZlAxymKtyKBmILoxLhssvvxxCCMyZM0dp+1//+tcQQuCpp55Kut29996L+fPnx133/vvvtzy9IezY3jBQMqhBySDHBckwbNgw3DNhgtFLJ2yPgwuTML8kQ0NDQ/J7NKRxzFMyyHFKMgDGRIMLcXChZlAyyGGuyqFkILowLhmuuuoqCCHwv//7v0rb/+Y3v4EQAnPnzk24ze9+9zucd955eOGFF/DUU0/hySefbFmuu+46HHLIIVizZo2uIRjF9oaBkkENSgY5rkiGqVOnGr1Hg+1xcGES5qtkAIyIBkoGOc5JBsCIaHAhDi7UDEoGOcxVOZQMRBfGKtKXX36JefPmoUePHhBC4Pjjj0ddXR02bNgQd/uVK1fixRdfRHl5OYQQOPHEE/Hmm29i48aNLdts2bIF55xzDoQQSZfLL7/c1LC0Y3vDQMmgBiWDHKckA2BMNNgeBxcmYb5LBkC7aKBkkOOkZAC0iwYX4uBCzaBkkMNclUPJQHRhrCJ99NFHePjhh/HAAw9g9uzZuO+++zBr1iysWrUq7vaLFy/Gww8/jAcffDBq+2+++aZlmw0bNuDee+/Fo48+itmzZ+PRRx+NWWbPno21a9eaGpZ2bG8YKBnUoGSQ45xkAIyIBtvj4MIkLBDJAGgVDZQMcpyVDIBW0eBCHFyoGZQMcpircigZiC6MXy5BkmN7w0DJoAYlgxwnJQOgXTTYHgcXJmGBSQZAm2igZJDjtGQAtIkGF+LgQs2gZJDDXJVDyUB0QckQMLY3DJQMalAyyHFWMgBaRYPtcXBhEhaoZAC0iAZKBjnOSwZAi2hwIQ4u1AxKBjnMVTmUDEQXlAwBY3vDQMmgBiWDHKclA6BNNNgeBxcmYYFLBiBt0UDJICcjJAOQtmhwIQ4u1AxKBjnMVTmUDEQXlAwBY3vDQMmgBiWDHOclA6BFNNgeBxcmYaGQDEBaooGSQU7GSAYgLdHgQhxcqBmUDHKYq3IoGYguKBkCxvaGgZJBjcCbWw3YnqtASOKQpmiwPQ4uTMJCIxmAlEUDJYOcjJIMQMqiwYU4uFAzKBnkMFflUDIQXVAyBIztDQMlgxqhaG7TxPZcBUIUhzREg+1xcGESFirJAKQkGigZ5GScZABSEg0uxMGFmkHJIIe5KoeSgeiCkiFgbG8YKBnUCE1zmwa25yoQsjikKBpsj4MLk7DQSQbAs2igZJCTkZIB8CwaXIiDCzWDkkEOc1UOJQPRBSVDwNjeMFAyqBGq5jZFbM9VIIRxSEE02B4HFyZhoZQMgCfRQMkgJ2MlAxARDaWlSrXJhTi4UDMoGeQwV+VQMhBdUDIEjO0NAyWDGqFrblPA9lwFQhoHj6LB9ji4MAkLrWQAlEUDJYOcjJYMgHJtciEOLtQMSgY5zFU5lAxEF5QMAWN7w0DJoEYom1uP2J6rQIjj4EE02B4HFyZhoZYMgJJooGSQk/GSAVCqTS7EwYWaQckgh7kqh5KB6IKSIWBsbxgoGdQIbXPrAdtzFQh5HBRFg+1xcGESFnrJAEhFAyWDHEqGH5HUJhfi4ELNoGSQw1yVQ8lAdEHJEDC2NwyUDGqEurlVxPZcBSyIg4JosD0OLkzCrJAMQFLR8HDPnpQMEigZWpGkNv2hvNz6OLhQMygZ5LhQMygZiC1QMgSM7Q0DJYMaoW9uFbA9VwFL4iARDbbHwYVJmDWSAUgqGuqGDUt//3tByeANqxq3JLVp/vjxej4jDqwZalAyyHGhZlAyEFugZAgY2xsGSgY1WhqGxkYj+6dkUMMKyQAkncyfYHkcXJiEWSUZAM+Pt0wHSgZvWNe4pfjo3XRgzVCDkkGOCzWDkoHYAiVDwBQUFKCiosLYUlhYiG7duhnbf1lZGQoLC42OoUuXLigtLTW2/65du6KoqMjoGIqLi3FFYSE2tm2Lkfvso33/+fn5KCkpMToG03E2nau749C9e3dj+9cZh5H77IONbdvGTOS3t2mDsw3G2nQc/DjeTNeM4uJiX2qGzlwd2L07lrZrF7c5vC0/X9vnZE/KjisZSgfoj4cLuWq6dpv4jU5UmyAErjTw92LNUFtM/0bbmKvx/ka21wzTuVpeXo6Kioqg2yPiAJQMASOEQF1dnbGlT58+mDJlirH933HHHSgsLDQ6htLSUtTW1hrbf3V1Nfr162d0DL/u2LFlEtaUl4eF99+vdf+DBg3C+eefb3QMtudqXV0d8vPzMWfOHGP71x2Hhfffj6a8vJiJ/A/t22PxjTcaGYPpOPhxvJmuGSeffDKOPfZYo2Mwkavz587F5n33jdscNpx3npbPKL2hNK5kmDNP/3HnQq6art2mfqMT1SYIgfrJk7V+FmuG2mL6N9rWXG29uFAzTOfqnDlzUFlZGXR7RByAkiFgbD8FnZdLKPDww7ETscLCyGmnmuDlEmpYc7lEaxKdntyhAzBvnt7PAk8nVcG6yyVaY/jSCV4u4Q2rT0H36dIJ1gw1eLmEHBdqhulc5eUSRBeUDAFje+NGyaDAvHnYFm8SplE0UDKoYaVkAHwVDZyEybFaMgBAYyM+S/Cv0OmKBkoGb1jfuC1ahE1ZWUZFA2uGGpQMclyoGZQMxBYoGQLG9saNkkGNX3bqhF05OcZEAyWDGtZKBsA30cBJmBzrJQOAk484AqtLS7WLBkoGb7jQuJ2+777YkZtrTDSwZqhBySDHhZpByUBsgZIhYGxv3CgZ1CgoKMA3jzwSaQgNiAZKBjWslgwAsGgRGuNN5DWKBk7C5LggGYYNG4aZkydrv3SCksEbrjRuz11zjbFLJ1gz1KBkkONCzaBkILZAyRAwtjdulAxqtDQM8+YZEQ2UDGpYLxkADNqdL4ZEAydhclyRDFOnTtV+jwZKBm841bgZukcDa4YalAxyXKgZlAzEFigZAsb2xo2SQY2ohsGAaKBkUMMFySCEMHrpBCdhcpySDIBW0UDJ4A3nGjcDooE1Qw1KBjku1AxKBmILlAwBY3vjRsmgRkzDoFk0UDKo4YxkAIyJBk7C5DgnGQBtooGSwRtONm6aRQNrhhqUDHJcqBmUDMQWKBkCxvbGjZJBjbgNg0bRQMmghlOSATAiGjgJk+OkZAC0iAZKBm8427hpFA2sGWpQMshxoWZQMhBboGQIGNsbN0oGNRI2DJpEAyWDGs5JBkC7aOAkTI6zkgFIWzRQMnjD6cZNk2hgzVCDkkGOCzWDkoHYAiVDwNjeuFEyqJG0YdAgGigZ1HBSMgBaRQMnYXKclgxAWqKBksEbzjduGkQDa4YalAxyXKgZlAzEFigZAsb2xo2SQQ1pw5CmaKBkUMNZyQBoEw2chMlxXjIAKYsGSgZvZETjlqZoYM1Qg5JBjgs1g5KB2ELoJcOWLVs8bf/9998b+iZmsL1xo2RQQ6lhSEM0UDKoEXjjpoGkcdAgGjgJk5MRkgFISTRQMngjYxq3NEQDa4YalAxyXKgZlAzEFnyVDCtWrMBll12Ge++9V7rt+++/j/Hjx2Ps2LEYP348/vnPfybctrm5GTfffDN+9atf4fTTT8fpp5+Om266CTt37tT59Y1ge+NGyaCGcsOQomgIvLnVACWDGtI4pCkaOAmTkzGSAfAsGigZvJFRjVuKooE1Qw1KBjku1AxKBmILvkiGjz76CFdeeSU6duwIIQSmTZuWdPsXX3wRBQUFeOaZZ7Blyxa8+eabKCkpwdNPPx2z7bZt23DssceiW7duWLhwIbZu3Yp///vfyM/Px7Bhw0J/ZoPtjRslgxqeGoYUREMomts0oWRQQykOaYgGTsLkZJRkADyJBkoGb2Rc45aCaGDNUIOSQY4LNYOSgdiCL5Jh/vz5eO211zBixAgIIXD99dcn3HbNmjXo1KkTrr766qjXb775ZrRr1w5ff/11zOtCCPz1r3+N+/q1116rbyAGsL1xo2RQw3PD4FE0hKa5TQNKBjWU45CiaOAkTE7GSQZAWTRQMngjIxs3j6KBNUMNSgY5LtQMSgZiC75eLnH77bdLJcNvf/tbCCGwfPnyqNdXrVoFIQSqq6ujXh88eDCEEHjppZeiXn/00UchhMARRxyhbwAGsL1xo2RQI6WGwYNoCFVzmyKUDGp4ikMKooGTMDkZKRkAJdFAyeCNjG3cPIgG1gw1KBnkuFAzKBmILfgqGWpra5NKhq1bt6KoqAjdunVDc3NzzPq+ffuic+fO2Lx5c8trQ4YMgRACv//976O2vfvuu+NKibBhe+NGyaBGyg2DomgIXXObApQManiOg0fRwEmYnIyVDIBUNFAyeCOjGzdF0cCaoQYlgxwXagYlA7EFXyXDbbfdllQyvPvuuxBC4Mgjj4y7fvTo0RBCYP78+S2vXXfddRBCIC8vD++//37L64cccgg6d+5sdJKmA9sbN0oGNdJqGBREQyibW49QMqiRUhw8iAZOwuRktGQAkoqGP59QSMnggYxv3BREA2uGGpQMclyoGZQMxBZCJRlmzZoFIUTCQnzWWWfF3H9h48aNqKqqghAC++yzD5YvX47bbrsN3bp1w3/+8x8j49CJ7Y0bJYMaaTcMEtEQ2ubWA5QMaqQcB0XRwEmYnIyXDEBS0TBtOCWDKmzcIBUNrBlqUDLIcaFmUDIQWwiVZJg5cyaEEDj33HPjrj/33HMhhMCMGTOiXl+5ciUOOuggCCFQUlKCk046CVu3btX+/U1ge+NGyaCGloYhiWgYf8gh4W1uFaFkUCOtOCiIBk7C5FAy/IgH0UDJEB82bj+SRDS8MnYsa4YClAxyXKgZlAzEFkIlGXbf9PHCCy+Mu363ZJg8eXLMurfffhvZ2dkQQqC0tBRPPPGE1u9uCtsbN0oGNbQ1DAlEw+bsbNwzYUL6+0+C7bkKWNK4SUg7DhLRwEmYHEqGViiKBkqG+LBxa0US0TDNcNPjQs2gZJDjQs2gZCC2ECrJsPtMhgsuuCDu+rFjx0IIgdtvvz3q9ddffx37778/3nnnHYwbNw5CCAgh8Oc//1n7GHRje+NGyaCG1oYhgWjY1qFD3Mdb6sL2XAUsatySoCUOSUTDpb16cRImgZJhLxREAyVDfNi47YXHx1vqwoWaQckgx4WaQclAbCFUkmH27NkQQuDss8+Ou/7000+HEAJ///vfW15bsmQJcnJy8Lvf/Q4A0NzcjNNOO61FNLz88sv6B9KKxsZG1NXVeV7q6+sBRH4UamtrjS1lZWUYM2aMsf1PnDgRnTp1MjqGoqIiVFdXG9v/6NGj0b17d6NjyM3NRU1Njbb9PTNhApqys2MmYds7dsTsSZOMjMH2XK2trUXHjh21xmHvpU+fPjjuuOOMjkFXHGZPmoTtHTvG5lCbNrjxmGOMff/Ro0ejvLzc6N/IdM0YOnQoqqqqjI7Btly9+/rrsba8PG5zeOMxHVFzq/6xlJaWYty4ccb+Rn7kau/evTFixAhj+/fjN1p3HBLVpt2XTpgYg+macdhhh+HAAw80GgfTv9HMVfniwu9bTU0NKioqjPZOJDMIlWR4//33IYTAyJEj464/+uijIYTA4sWLW1479thjIYTAxx9/3PLa1q1bW24GedRRR+kdxF7U1dVh+PDhnpcpU6YAiEiGwYMHG1sKCwvRs2dPY/vv378/srOzjY+hX79+xvZfWVmJ3Nxco2PIy8tDVVWV1n1O7NsXO9q2jZmEbcrKwriBA7WPwfZcHTx4MHJzc7XHofWSn5+PsrIyo2PQGYdxAwdiU1ZWXNEwsW9fI9+/R48exo+3/Px8ozWja9euKCoqMjoGG3P1mIMOwtKidnGbw+sPa699DAUFBejVq5exv5EfuZqXl2e0Zuy3337Gf6NNxCFRbdp96YTuMZiuGSUlJcZrRlZWltH9M1fliwu/b1VVVSgvLzfaO5HMIFSSYceOHSgrK0O3bt3Q3NwctW7nzp3o0qULKioq0NTUBABYs2YNsrOz0aZNG3z11VdR27/00ksQQqBz585obGw0MyAN2H4KOi+XUMPYqc8Kj7fUhe25Clh2CnoCtMfBw+MtdeDH8ebCqc825urUuqkonCKwqDTOqe5CAJo/z4VTn3kKehJ8vHTChZrByyXkuFAzeLkEsQVfJUNtbeR0rpkzZybcZsaMGRBC4L///W/U6x9//HHMezdu3Ij8/HwIIfDFF19Ebd/Q0AAhBHr27IkdO3boHYhGbG/cKBnUMNowzJsX94wG3aLB9lwF7Gzc9sZIHHwUDS5MwigZYplaN7XlJo9+iQYXGgY2bhIWLUp46YRO0eBCzaBkkONCzaBkILbgq2S46667IITArbfemnCbzZs3o7i4GBP2ulP++PHj0b17d2zZsiXq9YkTJ0IIgQceeCDq9ZdffhlCCFx33XX6BmAA2xs3SgY1TDcMv6uqinuPBp2iwfZcBexr3OJhLA4+iQYXJmGUDNG0FgxRoqGrWdHgQsPAxk3O7EmTEl46oUs0uFAzKBnkuFAzKBmILfgiGRobG/Hvf/8bRxxxBIQQOPTQQ7FgwQJ8++23cbf/17/+ha5du+L222/H0qVLcd1116FPnz748MMPY7bdvHkzTjrpJHTo0AGzZs3C0qVL8eyzz6KyshLnnHNOzGUXYcP2xo2SQQ0/GoZHzzrL6KUTtucqYFfjlgijcVi0KP5kXqNocGESRsmwh3iCQUwT6PXnXigsEAmfOqFDNLjQMLBxk1NbW4txAwcavXTChZpBySDHhZpByUBswRfJ8Nlnn+Guu+7CzJkzcdttt2HmzJm48847W56wEI+GhgZMnjwZF198MWbOnCm9r8KTTz6J6upqnHvuufjd736HF198UfcwjGB740bJoIZvDYPBezTYnquAPY1bMkzH4fR998WO3FxjosGFSRglQ4RkgqGhMXLJYrLHW6YrGlxoGNi4yWmJg8F7NLhQMygZ5LhQMygZiC34erkEicX2xo2SQQ1fGwZDosH2XAXsaNxk+BGH5665xtilEy5MwigZ5IIBaJWrhkSDCw0DGzc5UXEwJBpcqBmUDHJcqBmUDMQWKBkCxvbGjZJBDd8bBgOiwfZcBcLfuKngWxwM3aPBhUlYpksGFcEA7JWrBkSDCw0DGzc5MXEwIBpcqBmUDHJcqBmUDMQWKBkCxvbGjZJBjUAaBs2iwfZcBcLduKniaxwMiAYXJmGZLBlUBQMQJ1c1iwYXGgY2bnLixkGzaHChZlAyyHGhZlAyEFugZAgY2xs3SgY1AmsYNIoG23MVCG/j5gXf46BZNLgwCctUyeBFMAAJclWjaHChYWDjJidhHDSKBhdqBiWDHBdqBiUDsQVKhoCxvXGjZFAj0IZBk2iwPVeBcDZuXgkkDhpFgwuTsEyUDF4FA5AkVzWJBhcaBjZucpLGQZNocKFmUDLIcaFmUDIQW6BkCBjbGzdKBjUCbxg0iAbbcxUIQRw0EFgcNIkGFyZhmSYZUhEMgCRXNYgGFxoGNm5ypHHQIBpcqBmUDHICz1UNUDIQW6BkCBjbGzdKBjVC0TCkKRpsz1UgJHFIk0DjoEE0uDAJyyTJkKpgABRyNU3R4ELDwMZNjlIc0hQNLtQMSgY5ocjVNKFkILZAyRAwtjdulAxqhKVhSEc02J6rQIjikAaBxyFN0eDCJCxTJEM6ggFQzNU0RIMLDQMbNznKcUhDNLhQMygZ5IQmV9OAkoHYAiVDwATeMKQJJYMaYWgYWkhRNNieq0DI4pAioYhDGqLBhUlYJkiGdAUD4CFXUxQNLjQMbNzkeIpDiqLBhZpBySAnVLmaIpQMxBYoGQImFA1DGlAyqBF0wxBDCqLB9lwFQhiHFAhNHFIUDS5MwlyXDDoEA+AxV1MQDS40DGzc5HiOQwqiwYWaQckgJ3S5mgKUDMQWKBkCJjQNQ4pQMqgRyubWo2iwPVeBkMbBI6GKQwqiwYVJmMuSQZdgAFLIVY+iwYWGgY2bnJTi4FE0uFAzKBnkhDJXPULJQGyBkiFgQtUwpAAlgxqhbW49iAbbcxUIcRw8ELo4eBQNLkzCXJUMOgUDkGKuehANLjQMbNzkpNvnXXgAACAASURBVBwHD6LBhZpBySAntLnqAUoGYguUDAETuobBI5QMaoS6uVUUDbbnKhDyOCgSyjh4EA0uTMJclAy6BQOQRq4qigYXGgY2bnLSioOiaHChZlAyyAl1ripCyUBsgZIhYELZMHiAkkGN0De3CqLB9lwFLIiDAqGNg6JocGES5ppkMCEYgDRzVUE0uNAwsHGTk3YcFESDCzWDkkFO6HNVAUoGYguUDAET2oZBEUoGNaxobiWiwfZcBSyJg4RQx0FBNLgwCXNJMpgSDICGXJWIBhcaBjZucrTEQSIaXKgZlAxyrMhVCZQMxBYoGQIm1A2DApQMaljT3CYRDYMsz1XAojgkIfQ1QyIaXJiEuSIZhk0dZkwwAJpyNYlouLtbN+sbBjZucrTFIYlouLKoyPqaQckgx5pcTQIlA7EFSoaACX3DIIGSQQ2rmtsEoqFRiISPt9QBJYMaVtSMJKLhmQkTrJ+EuSAZep7X06hgADTmahLRsOi00/R8RhwoGdSwqnFLIhrqJ0/W8xlxoGSQw1xVg5KB2AIlQ8BY0TAkgZJBDeuaW4+Pt9QBJYMa1tSMBJP5puxsTOzbN/39J4GSITkmL5FojdZc9fh4Sx1QMqhhXePm8fGWOqBkkMNcVYOSgdgCJUPA5OfnQwhhbOnUqZPR/fvxGYWFhcbHkJOTY3T/xcXFxsegezlBCGwTsZOwRiEwyMDn+ZGrNsZh78WmmjFI/HgGzF7LNhHJL1Nj8KNmZGdnG92/sVwdLuIKBnGFgCjU+1m6c7VQCCwScRpDITDNUBxM/zb4sZiurX7Ubt1xSFSbIATONzQG0zXD9G+DHwtzVb748ftWXl4edHtEHICSIWCEsORfJRPAMxnUsPZf0H08o4FnMqhhXc3w8HhLXfBMhvj4dQbDbozkqo9nNPBMBjWs/ddhH89o4JkMcpiravBMBmILlAwBY13DsBeUDGpY3dzOmxd/EqZZNFAyqGFlzairiy+rDIkGSoZY/BYMgMFc9Uk0UDKoYXXj5pNooGSQw1xVg5KB2AIlQ8BY2TC0gpJBDeub24cfNi4aKBnUsLZmJDorxoBooGSIJpFgKJxWaEwwAIZztbER9fHySaNooGRQw/rGbdEibGzb1qhooGSQw1xVg5KB2AIlQ8BY2zD8CCWDGi40t+fHm4BpFA2UDGpYXTPmzUNTdrZx0UDJsIdEgqHDlA64fOrl6X/RJJjO1cP32w/f9uhhTDRQMqjhQuM2cp990JSXZ0w0UDLIYa6qQclAbIGSIWCsbhhAyaCKM82twTMaKBnUsL1mPDNhAnbE+1dDjaKBkiFCskskhowc4kSu/u2uu4xdOkHJoIYrjdvC++83dukEJYMc5qoalAzEFigZAsb2hoGSQQ2nmltDooGSQQ3ba0ZtbW3kEZYGL52gZJDfg8GpXDV0jwZKBjWcatwM3aOBkkEOc1UNSgZiC5QMAWN7w0DJoIZzza0B0UDJoIbtNaPleDN4j4ZMlwwqN3l0LlcNiAZKBjWca9wMiAZKBjnMVTUoGYgtUDIEjO0NAyWDGk42t5pFAyWDGrbXjKjjzZBoyGTJoPoUCSdzVbNooGRQw8nGTbNooGSQw1xVg5KB2AIlQ8DY3jBQMqjhbHOrUTRQMqhhe82IOd4MiIZMlQxeHlPpbK5qFA2UDGo427hpFA2UDHKYq2pQMhBboGQIGNsbBkoGNZxubjWJBkoGNWyvGXGPN82iIRMlgxfBADieq5pEAyWDGk43bppEAyWDHOaqGpQMxBYoGQLG9oaBkkEN55vbZKKhvl5p/5QMatheMxIebxpFQ6ZJBq+CAciAXNUgGigZ1HC+cdMgGigZ5DBX1aBkILZgrCKtWbMGTU1NStsuXLgQH3zwQUqf8cknn3h+X5iwvWGgZFAjI5rbRKKhVy9AYeyUDGrYXjOSHm+aREMmSYZUBAOQIbmapmigZFAjIxq3NEUDJYMc5qoalAzEFrRXpPfeew/nnHMO9ttvP+zYsSPpth999BFOOukkVFdXo7q6Gr/85S+xYsUKpc/ZsmULevfujUGDBun42oER+CQsTSgZ1MiY5jYN0UDJoIbtNUN6vGkQDZkiGVIVDEAG5WoaooGSQY3Aa4YGlGpGGqKBkkEOc1UNSgZiC9oq0ldffYVp06ahZ8+eEEKgsrISP/zwQ8Ltly9fjo4dO+LOO+9seW369OkoLS3Ft99+K/28yy67DEIIHHnkkVq+f1CEYhKWBpQMamRUc5uiaKBkUMP2mqF0vKUpGjJBMqQjGIAMy9UURQMlgxqhqBlpolwzUhQNlAxymKtqUDIQW9BWkb777jusWrUKCxcuhBACPXv2RHNzc8LtDzvsMAwYMCDm9cLCQowZMybpZz3//PMYNWoUJYMClAxyKBnU8JSrKYgGSgY1bK8ZysdbGqLBdcmQrmAAMjBXUxANlAxqhKZmpIGnmpGCaKBkkMNcVYOSgdiC9orU2NiIrKwsVFRUJJQMb775JoQQuOGGG2LW7T5DYdmyZXHfu3LlSpx//vl47733IITAEUccofX7+02oJmEpQMmgRkY2tx5FAyWDGrbXDE/HW4qiwWXJoEMwABmaqx5FAyWDGqGqGSniuWZ4FA2UDHKYq2pQMhBb0F6R1q1bh+zs7KSS4ZJLLoEQAs8//3zMulmzZiUUEABw0UUXYcGCBVi5ciUlgwKUDHIoGdRIKVc9iAZKBjVsrxmej7cURIOrkkGXYAAyOFc9iAZKBjVCVzNSIKWa4UE0UDLIYa6qQclAbMF3ybBr1y4ccMABEELgww8/jFlfV1cHIQRGjRoVs+6hhx7C73//ewDAkiVLKBkUoGSQQ8mgRsq5qigaKBnUsL1mpHS8eRQNLkoGnYIByPBcVRQNlAxqhLJmeCTlmqEoGigZ5DBX1aBkILbgu2TYvHkzSkpKIITAF198EbP+nXfegRAChxxySNTrK1aswIgRI7BhwwYAlAyqUDLIoWRQI61cVRANlAxq2F4zUj7ePIgG1ySDbsEAMFdVRAMlgxqhrRkeSKtmKIgGSgY5zFU1KBmILfguGRoaGpCdnY127dph1apVMesXLFgAIQTKysqwdevWltfPPPNMvPTSSy3/TcmgBiWDHEoGNdLOVYlooGRQw/aakdbxpigaXJIMJgQDwFwFAKxeHak/CUQDJYMaoa4ZiqRdMySigZJBDnNVDUoGYgu+S4ZPPvkEQgh06NAB33zzTcz6d999N0Yy/OUvf8HEiROjtlu6dCn4dAk5lAxyKBnU0JKrSUTDiH79KBkUsL1mpH28KYgGVyTD5c9cbkQwAMzVFhoaEoqGBSNHUjIoEPqaoYCWmpFENDx09NHWS4bPPvsMq1evNrb/77//Hh999JGx/QNAfX09vv32W2P7tyZXk0DJQHThu2RYt24dOnfujKysrLhnMrz11lsQQuDggw8GACxbtgwjRozA999/H7Xdxx9/TMmgACWDHEoGNbTlagLR8HX79njy5pv1fEYCGAc5VjQMEtHggmTIGZljTDAAzNUokoiG+7p3T3//SaBkkGNV45ZENNwzZEj6+0+C6eONyLEqVxNAyUB04btkaG5uRq9evSCEwIoVK2LWv/rqqxBC4IQTTgAAXHzxxejQoQP69++P3r17tywVFRUtZ0T07t0bRx11lO6h+II1k7AEUDKoweZ2LxKIhs0lJXEfb6kLxkGONQ1DEtFwdkmJ1ZLB1CUSrWGu7kUS0RDv8Za6oGSQY13j5vHxlrqgZAge63I1DpQMRBe+SwYAOO200yCEwL/+9a+YdQ899BCEEKipqQEA/PGPf8TAgQOjBINrkqG2ttbYUl5ejnHjxhnb/8SJE5GXl2d0DF26dEF1dbWx/Y8ePRo9evQwOoZOnTqhpqbG2P733XdfnHDCCUbHoDtXXxk7Nu4kbGNxMR409LdiHOSL6Zqh83h7ZsIENGVnx+TQ9jZtcNeoUcbGMHToUBx88MFG9j1y5si4gqF4ejFqbtWXu8zV2OXBmhpsLC5OeOmEiTGYjoMfv9E21YxEi+55xuxJk7C9Y8e4ufTK2LFGxrD38fbKK69g586dQU9zncHVXN17qampQWVlZdB/buIAgUiGWbNmQQiBBx54IGbdFVdcASEE/v3vfyf9nLBcLlFXV4fhw4d7XqZMmQIA6NixIwYPHmxsKSoqQs+ePY3tf7/99kOHDh2MjqG4uBj9+vUztv9evXohNzfX6BgKCgpQVVVlbP/5+fkoKyszOob27dtr3+e0BP9yuConB6MM/L0YB/liumboPt4m9u2LHW3bxhUNE/v2NTKGbt26oaioSPt+u4/rHlcw5EzOQdVRevOWuRp/GVVVhVU5OQkvndA9BtNx8OM32raaEW8xMc8YN3AgNmVlxc2lab16aR/D3sfbtGnTom6gTtLD5VxtvVRVVaGioiLoPzdxAO2SYf369cjOzkZlZSV++OGHuNts2bIFxcXFOPnkk2PW/eQnP8Fhhx0m/Zyw3PixsbERdXV1npf6+noAlp1OGgdeLqEGT9NPgsLjLXXBOMix8tRnD4+31IGJyyX8uESiNczVJPh46QQvl5Djx2+0sXmGj5dO8HKJ4LE6V3+El0sQXWivSJs3b4YQAqWlpUm3e+KJJyCEwJIlS1pe+9vf/gYhhNLdZXc/wvLwww9P+zsHibWTsB+hZFCDza0En0QD4yDH2obBR9GgWzIkEgwVt1QYEQwAc1VKQ0PCSyd0igZKBjnWN26LFmFL+/bGRQMlQ/BYn6ugZCD60FaRfvjhBzz//POYMGEChBBo06YNJk+ejFdffTXhe2699VYceOCBuPPOOzFjxgwcfPDB+Mc//qH0eYsXL6ZkUICSQQ4lgxqmc/UP5eXGRQPjIMfqhsEn0aBTMiQSDG1/2xbzP5qv5TPiwVyV82BNTcJLJ3SJBkoGOS40btNGjzYuGigZgseFXKVkILrQKhn+9a9/4e2338aSJUuwePFivPXWW/jggw+Svu/TTz/FnXfeidmzZ2Pz5s3Kn7dt2zYsWbIEy5cvT/erB4rtkzBKBjXY3Mo54IADMH/8eKOigXGQY33DMG8etrdpY1Q06JIMyS6R6FzZmbkqwY9cHVVVlfjSidratD+DkkGOC43b+PHjMXnkSKOXTlAyBI8LuUrJQHTBihQwtk/CKBnUYHMrpyVXDV46wTjIcaFhOLukBD/E+1dDTaJBh2SQ3YOBuSrHt1xNdo+GND+fkkGOC41bS80weI8GSobgcSFXKRmILliRAsb2SRglgxpsGORE5aoh0cA4yHGlYVh8443GLp1IVzKo3OSRuSrH11w1JBooGeS40LhF1QxDooGSIXhcyFVKBqILVqSAsX0SRsmgBhsGOTG5akA0MA5ynGoYDN2jIR3JoPoUCeaqHN9z1YBooGSQ40LjFlMzDIgGSobgcSFXKRmILliRAsb2SRglgxpsGOTEzVXNooFxkONcw2BANKQqGbw8ppK5KieQXNUsGigZ5LjQuMWtGZpFAyVD8LiQq5QMRBesSAFj+ySMkkENNgxyEuaqRtHAOMhxsmHQLBpSkQxeBAPAXFUhsFzVKBooGeS40LglrBkaRQMlQ/C4kKuUDEQXrEgBY/skjJJBDTYMcpLmqibRwDjIcbZh0CgavEoGr4IBYK6qEGiuahINlAxyXGjcktYMTaLBb8nwzTfybVauBP75T+D994H6+j3Le+8Bb78dGfp336X3PV56CXjyyfT2oQsXcpWSgeiCkiFgbJ+EUTKowYZBjjRXNYgGxkGO0w2DJtHgRTKkIhgA5qoKgeeqBtFAySDHhcZNWjM0iAY/JcP27cDPfgZ8/nny7ZYsAR54ABg0KHpIhx0GXHopcOaZQP/+wEEHAX/8I+D1qfQLFkT2V1qa+lh04kKuUjIQXVAyBIztkzBKBjXYMMhRytU0RQPjIMf5hkGDaFCVDKkKBoC5qkIocjVN0UDJICfwmqEBpZqRpmjwUzI8/XTka914o9r2s2dHD6f1+z74YBcqKyOvFxQA992nts9Nm4B9942878ADvY/BBC7kKiUD0QUlQ8DYPgmjZFCDDYMc5VxNQzQwDnIyomFIUzSoNAzpCAaAuapCaHI1DdFAySAnFDUjTZTPfkpDNPgpGYYNi3yl3r2BHTvk2z/+ePRQpk+PXr9kCdC+/Z71d90l3+eYMXu2r6pKaRjacSFXKRmILigZAsb2SRglgxpsGOR4ytUURQPjICdjGoY0RIOsYUhXMADMVRVClaspigZKBjmhqRlp4Ok+LolEgyRP/JIMuy9R2L08/bT8PY89llwyAJFLJ3avz8oCli5NvL/HHwe6daNkMAElA9EFJUPA2D4Jo2RQgw2DHM+5moJoYBzkZFTDkKJoSNYw6BAMAHNVhdDlagqigZJBTqhqRop4fiLN3qJBIUf8kgytZYAQwPDh8veoSIYnnoje5sIL4+/rP/8B/vAHYMYMSgYTUDIQXVAyBIztkzBKBjXYMMhJKVc9igbGQU7GNQwpiIZEDYMuwQAwV1UIZa56FA2UDHJCVzNSIJXH3raIBsX88EMyfPghcMwxwAUX7EnrNm2ADz5I/j4VyVBfD2Rn79mmW7fIfRdas2kTcNZZwPr1uzBzJiWDCSgZiC4oGQLG9kkYJYMabBjkpJyrHkQD4yAnIxsGj6IhXsOgUzAAzFUVQpurHkQDJYOcUNYMj6QkGQBg9WrlTf2QDOPHA/fcA3z1VUQuyM462I2KZFizBujcOXq7xYujt5k8GXjqqcj//+MfKRlMQMlAdEHJEDC2T8IoGdRgwyAnrVxVFA2Mg5yMbRg8iIa9GwbdggFgrqoQ6lxVFA2UDHJCWzM8kLJk8IDp423Vqkgz39gY+e+f/3xPSnfunNyHqEiGb78Fioqit3v++T3rn34amDJlz3/X1FAymICSgeiCkiFgbJ+EUTKowYZBTtq5qiAaGAc5Gd0wKIqG1g2DCcEAMFdVCH2uKogGSgY5oa4ZirggGf70J2DixD3//eyz0Sl9ww2J36siGb77LlYyzJ0bWffll8AllwBNTXu2v+aaPdv99Kd6xpguLuQqJQPRBSVDwNg+CaNkUIMNgxwtuSoRDYyDnIxvGBREw+6GwZRgAFgzVLAiVyWigZJBTuhrhgK2S4bvvwd+9rM9ZzHsZsiQ6J/Zbdviv19FMqxbB+TnR2/3ySfADz8AF10UOZPhm28il2p89RVwxRV7thswIPJaos/3CxdylZKB6IKSIWBsn4RRMqjBhkGOtlxNIhqqOndmHCSwYYBUNIwfPx6DLx1sTDAArBkqWJOrSUTDzP79KRkkWFEzJNguGR57DMjJAc4+GxgzJrKMGwf06BGd0n//e+L3yyTDsmVAu3Z7tunRI3LmQmMjkJcXuQdmhw57ltY3iWzbNvLaK68Y+xMo4UKuUjIQXVAyBIztkzBKBjXYMMjRmqsJRMMXbdviy/nz9XxGHBgHOdZMwhKIhl05Obj+pKPxi3G/wKB7BxkRDABrhgpW5WoS0fDMaafp+Yw4UDKoQcmQmF27gOOOi1yecNNN0UttbfTZB0ceGX8fKpLhf/83epsrr4y8vmZN/H83iLc895yRP4EyLuQqJQPRBSVDwNg+CaNkUIMNgxztuZpANDRVVMR9vKUOGAc5Nk3CvnnqETTntIvJoU05WZg8ciQatzW2iAadggFgzVDBulz1+HhLHVAyqEHJkJh58yKPrUxEdXV0Kr/3Xuw2KpLhwgv3rC8uBr7+OvL69u2RSyUefzx6+cUvos96ePzxyM0pg8SFXKVkILqgZAiYvLw8VFRUGFuKi4vRrVs3Y/svLS1FUVGR0TF07doVpaWlRvdvegwlJSXo3r27sf0XFBSgpKTE6BhM/41M5OqVe99F6sfly+xsDDWQUy7EoaioyGjN6NatG7p06WJ0DF26dPFcM0oHlKLLEV2Qf2o+cibkoO3VbSGmCZxwtsC27Ngc2tCmDUbusw+69+6Ojhd0ROkAvfnUpUsX1gyF/duWq0NLS/Fl6/O8Wy1XGvh7lZWVGT/ebIzD3ksqNcPLUlxcjOLiYuNjaP3fV155Jb7//vu056nDhwOPPpp4/UcfATk5u1pS+Ve/it3miSei0/3666PXL18O5OZG1uXkqF32cP31e/Y3aJC3MaVCpuRqeXk5JQPRAiVDwAghUFdXZ2zp06cPpkyZYmz/d9xxBwoLC42OobS0FLW1tcb2X11djX79+hkdQ35+PubMmWNs/4MGDcL5559vdAy25mr95MlxJ/TbSkuxQHNMGAf54sfxJqsZc+bNwYwnZ+C8h8/DoD8PQt61eXHvr7B7SSQamvLysPD++42MgTVDvtiaqwvmzMG20tK4dal+8mStn+XHb7StcWi9mJ5nnHzyyTj22GONjmHv462+vh7Nzc1pzVEfeCCSmi+9lHy7fv12RaXyyy9Hr7/99uj1l10WeX3nTqCuDqisjLw+ZAjwzjtq3+1//mfP/vr18zw0z6jEwIVcnTNnDiorK83/QYnzUDIEjO2nk/JyCTV46rMco7mq8HhLHTAOcvw+nbShsQHP1D+DqXVTMfyR4Si8oTCpUPAqGlBYCCxapH0MrBlyrM5Vny6d4OUSapieZ9h2ucSOHZFLGnr1AioqgCOOAK67LnLGQWteegm4+mqgb9+IKKisBMrLI4+U/Pvfgf/8J3LvhkMP3dWyvrIS6N8/csbDmWcCP/85MH581FOClbjllj37O/54bUNPCxdylZdLEF1QMgSM7ZMwSgY12DDIMZ2rfogGxkGOyeNtt1DIPzUfg/48KGWhEG/pcG0H/P6qA9HUPs6p7gZEA2uGHJtzFQDQ0IDV8Z5iolE0UDKoQckQzQ8/AKtXRx5duX07sGFD5BGRW7dGb7d+feTeCVu3RrbbvWzcGFm3cSPw5ZeR/229/vvvIzd0/O671L9jU9Oe/e3Ykd54deFCrlIyEF1QMgSM7ZMwSgY12DDIMS4ZAPy6Y0ejooFxkKPreNN1hkIioTD8keGY8toUzPloDurX1e/54HnzsDMry7hoYM2QY0uuJmPMkCFoLCw0JhooGdSgZCA6cCFXKRmILliRAsb2SRglgxpsGOT4IRkKCgqw7uabjYkGxkFOKsdbYEIh0RhGjjQuGlgz5IQxV70ybNgw1F5+ubFLJygZ1KBkIDpwIVcpGYguWJECxvZJGCWDGmwY5PglGRoaGoxdOsE4yJEdb2ETCvEYP348Zg4bBsQ71V2TaGDNkBN0ruqgJQ6G7tFAyaAGJQPRgQu5SslAdMGKFDC2T8IoGdRgwyDHV8kAGBENjIOc1sebSaHQfnp7LUIhHi0Nw7x5xkQDa4YcF5rbqDgYEA2UDGpQMhAduJCrlAxEF6xIAWP7JIySQQ02DHJ8lwyAdtHAOCRmt1AYOXMkOk/sbPQMhdIDSv1rGAyJBtYMOS40tzFx0CwaKBnUoGQgOnAhVykZiC5YkQLG9kkYJYMabBjkBCIZAK2igXGIsHrzasz7bB6m1k3FCbNP8P2SB98bBgOigTVDjgvNbdw4aBQNlAxqUDIQHbiQq5QMRBesSAFj+ySMkkENNgxyApMMgDbRkIlx2FsolN5SGvg9FAJpGDSLBtYMOS40twnjoEk0UDKoQclAdOBCrlIyEF2wIgWM7ZMwSgY12DDICVQyAFpEg+txCKNQiEdgDYNG0cCaIceF5jZpHDSIBkoGNSgZiA5cyFVKBqILVqSAsX0SRsmgBhsGOYFLBiBt0eBSHEwKBTFNYPgjw3HFy1fg4UUPa70pIxBww6BJNLBmyHGhuZXGIU3RQMmgBiUD0YELuUrJQHTBihQwtk/CKBnUYMMgJxSSAUhLNNgah9ZCIe/SPBTMKDAmFCbdMsn6SZi0YdAgGlgz5LjQ3CrFIQ3RQMmgRuA1QwOUDMHjQq5SMhBdsCIFjO2TMEoGNdgwyAmNZABSFg02xMHPMxQWrY5tqF2YhCk1DGmKBtYMOS40t8pxSFE0UDKoEYqakSamj7fNmzdj27Ztxvbf1NSEDRs2GNs/AGzatAk7duwwtn8XcpWSgeiCkiFgbJ+EUTKowYZBTqgkA5CSaAhbHIIWCvFwYRKm3DCkIRpYM+S40Nx6ikMKooGSQY3Q1Iw0MH28XX755UbjvGTJEowePdrY/gHgggsuwLx584zt34VcpWQgujBSkZYsWYIbb7wR27dvl2774osv4oorrsBVV12ldNDMnTsXV1xxBSZNmoS33npLw7cNFtsnYZQMarBhkBM6yQB4Fg1BxiGMQiEeLkzCPDUMKYoG1gw5LjS3nuPgUTRQMqgRqpqRIqaPN9M1g7mqBiUDsQVtFWnnzp146623MGbMGGRnZyM/Px/Nzc1J33PppZfi8MMPx9tvv40333wThx56aNICduGFF+Koo47C/Pnz8cYbb+Dggw/Gtddeq2sIgWD7JIySQQ02DHJCKRkAT6LBrziYFgoDbhigRSjEw4VJmOeGIQXRwJohx4WGIaU4eBANbNzUCF3NSAFKBjnMVTmUDEQX2irS8uXLcffdd+PCCy+EEAK9e/dOKhlqa2shhMC6detaXvvss88ghMDTTz8ds/3MmTMhhEBjY2PLa//9738hhMDcuXN1DcN3bJ+EUTKowYZBTmglA6AsGkzEYW+hICbpkwnxzlDgJExOSg2DR9HAmiHHhVxNOQ6KosGP32jTp6A/+eSTmDBhgrH9A8AZZ5yBRR4fM+uFm266CdOnTze2f4CSQQUXagYlA7EF7RVp06ZNaNOmDSorKxNKhrVr1yI7Oxtnn312zLphw4ahtLQ06lKLVatWoU2bNhg/fnzM9kOHDkVlZSV27typbxA+YvskjJJBDTYMckItGQAl0ZBuHMJwyQMnYXJS/ldJD6KBNUOOC7maVhwURIMfv9Gmb6a3fft2bNq0ydj+AWDjxo1oamoytv8tW7bg+++/N7Z/gJJBBRdqa0Q+gwAAIABJREFUBiUDsQXtFWn9+vXIzs5GRUVFQslw++23QwiBWbNmxay78cYbIYTAc8891/LaTTfdBCEE/v73v8dsP2PGDAgh8PLLL+sbhI/YPgmjZFCDDYOc0EsGQCoavMQhDEIhHpyEyUnr1GdF0cCaIceFXE07DhLR4MdvNAkHlAxyXKgZlAzEFrRXpHXr1kklw4gRIyCEwJtvvhmz7oUXXoAQIurUuOHDh0MIgXfffTdm+2eeeQZCCEycOFHfIHzE9kkYJYMabBjkWCEZgKSiYcyQIXHjEFahEA9OwuSkfX21gmhgzZDjQq5qiUMS0bDs6qspGTIESgY5LtQMSgZiC75Lhp07d6KiogJCCCxfvjxm/fz58yGEwLBhwwAAO3bswD777AMhBFasWBGz/euvvw4hBH7+85/rHoov2D4Jo2RQgw2DHGskA5BQNKzu0AHXXX6xUaEgzhfGbsoIcBKmgpabuElEA2uGHBdyVVsckoiGiZ07p79/EnooGeS4UDMoGYgt+C4Z1qxZg86dO6Nt27b48ssvY9a/++67EEKgX79+Ldvn5uaiffv2WL16dcz2b731FoQQOOCAA3QPxRdsn4RRMqjBhkGOVZIBSCgaGgoFel1h7gwF2+PgwiRM253ik4iGI/PyWDMkuJCrWuPg8fGWxC0oGeS4UDMoGYgt+C4ZPvnkEwgh0KFDh7jSYMGCBRBCoEuXLlHb5+XlRT2JYjdvv/02hBAoKyvTPRQl6urqMHz4cM/LlClTAER+FGpra40tZWVlGDdunLH9T5w4EZ06dTI6huLiYlRXVxvb/+jRo1FeXm50DLm5uaipqTG2/z59+mDEiBFGx2B7rqYbh+m3TceEmydg5MyRGHDtAHS+pjPOHx1nMp+iaNj32n0xbOYwjL1xLCbdMsnZOPhxvJmuGUOHDsWBBx6oZV/PTJiApuzsmBza0KYN7rr4YmNjYM2QL37kqu44PFhTg43FxXHr0itjx2r5jLVr1wYy33KRZcuWWXO8ma4ZfswnXagZpn/fampqUFFREfShQRzAd8nQ0NCA7OzshGcm/POf/4QQAn379m3ZPisrC7m5uXElQ11dHYQQ2H///XUPRYnGxkbU1dV5Xurr6wEA7dq1w+DBg40thYWF6Nmzp7H977fffsjOzjY+hn79+hnbf48ePZCbm2t0DHl5eaiqqjK2/86dO6OsrMzoGLKysozH2WSueonDT4/4Kfqe2Bfdx3VHQXUB2v1Pu4RyIBXR0HliZ+xz3j7oNboXBh47MKPi4MfxZrpmdO3aFUVFRdr2N7FvX+xo2zYmhzZlZWHcQG/5obqwZsgXP3LVRBxGVVVhVU5O3Lo0rVevtPf/6aefBjLfcpHXXnvNmuPNdM3waz5pe80w/ftWVVUV2D/cErfwXTJs2bIFXbt2RZs2bfDVV1/FrH/jjTcghMARRxwBANi8eTOKioqQnZ2Nb775Jmb7V155BUIIHHPMMbqH4gu2n07KyyXU4OUScoK6XELHTRmTiYYzbxmq9R4KtsfBj+PNmsslWuPh8ZY6YM2Q40euGosDL53IOHi5hBwXagYvlyC2EMjTJQ4++GAIIfDJJ5/ErNv9tIhzzz0XALBr1y5UVVVBCIHPP/88ZvsnnngCQghcdNFFegfiE7ZPwigZ1KBkkOOHZMjvno9H/vmIkZsyJhINux9vqQvb4+DCJMyIZAB8FQ2sGXKslgwA0NCAbaWlFA0ZAiWDHBdqBiUDsYVAJMNVV10FIQReeOGFmHU33XQThBBRRWDixIkQQuAf//hHzPbXXnsthBB47LHHtI3BT2yfhFEyqEHJIEd3rgbx2MiZ/fsbFw22xWFvXJiEGZMMgG+igTVDjvWSAcDCJ5/EyqwsioYMgJJBjgs1g5KB2EIgkmHx4sUQQuAPf/hDzLpTTz0V7du3x/r161teW7hwIYQQmD59esz2I0eORIcOHbBhwwZ9g/AR2ydhlAxqUDLISSdXgxAK8Rg2bBieOe00o6IhzHFQwYVJmFHJAADz5mFbvBzSKBoyvWao4IJkmD9/Pg4uLo5/6cSgQcY+l/gPJYMcF2oGJQOxBe0VadOmTcjOzkaPHj2Sbjd69Gh069Yt5r1CCMyYMSNm+xNPPBHl5eVRr3333XcQQuCmm25K/4sHhO2TMEoGNSgZ5KjmauO2RtQ11GFq3VSMfny0dqEw9IHU76HQEocEj7fUIRrCEodUcWESZlwyAPhlp07YFe/mfZpEQybVjFRxRTJ07do19h4NgwYBjY3GPpf4DyWDHBdqBiUDsQWtFWnLli149dVXIYSAEAIffvghtm7dGnfb9evXo1evXvjNb36Dbdu2YfXq1TjuuONw4oknYteuXTHbr1mzBuXl5fjtb3+L7du34+uvv8awYcMwatQonUPwHdsnYZQMalAyyImXq3sLhV5/7qVdKFz6wqW4Z+E9WPDlgrTHEBUHQ6LB9prhwiTMD8lQUFCAbx55xNilE67WDJ04JRmAPaKBgsFJKBnkuFAzKBmILWirSM3Nzbj33ntx6aWX4owzzsDpp5+OiRMnYtasWQnfs27dOkyYMAFnn302zjnnHNx8881JP+Obb77BRRddhLPOOgvnnHMObrvtNl1fPzBsn4RRMqhBySBnv4P2w+R7JhsVCu1/0R7XvnytFqEQj5g4GBANttcMFyZhfkmGhoYGY/docKFmuJCrvjduDQ0UDI5CySDHhZpByUBswWxFUmTz5s0J798Qj02bNnnaPszYPgmjZFCDkiGaoM5QCCQOmkWD7TXDhUmYr5IBMCIabKsZ8XAhV11o3HQzbx6wcGHybdauBW69FaiuBi68EBg/fs9y8cXAJZcAU6ZEyu+yZWqf+9hjwJgxQFUVMHIkcPvtgE1TTUoGOS7UDEoGYguhkAyZjO2TMEoGNTJZMoTpkofA4qBRNNheM1yYhPkuGQDtoiHMNUMVF3LVhcZNNwMHAuPGJd+muRn49lvgqaeiD4d99gEWLABeew34wx+ANm2ArCzglFOAxYvj72vdOmDIkPgl+oQTgO3b9Y/RBJQMclyoGZQMxBYoGQLG9kkYJYMamSIZwiQU4hFoHDSJBttrhguTsEAkA6BVNISlZqSDC7nqQuOmk/fei6R0QQHQ6iFjCdm6FSgu3nMo7B2uBQuA7OzIuk6dgOeei16/aRMwatQunHgiMGkSEO/hQHffrW98JqFkkONCzaBkILZAyRAwtk/CKBnUcFEyhF0oxCPwOGgQDbbXDBcmYYFJBkCbaKBkkEPJ4D9nn70npWtr5dt/+y1QVLTnPQcfHLvNlVfuWd+hA7BkyZ51r7wCvPxy9Pa33BJ9aMnOqggLlAxyXKgZlAzEFigZAsb2SRglgxqBN7dp0ritEaKXMCoUis8txrl3nGvspoxASOKQpmiwvWa4MAkLVDIAWkQDJYMcSgZ/+eKL6HQeMABoakr+HhXJ8N//AllZu1q2GTFiz7odO2K3b2oCSkv37PPOO9Mbl19QMshxoWZQMhBboGQIGNsnYZQMaoSiuVUkqDMUTOcqEKI4pCEabK8ZLkzCApcMQNqigZJBDiWDv0yZAnTvHp3OL7yQ/D0qkuGHH4B+/fZs07Yt8PHHiffZ3AyUlUW2HT06vogII5QMclyoGZQMxBYoGQLG9kkYJYMaoWlu9yJMlzxklGQAUhYNttcMFyZhoZAMQFqigZJBDiWDf6xZE7n54vvvR+7HEO+sg3ioSAYAOOmk6EPkrrsS7/OppyIi4rrrUh9PEFAyyHGhZlAyEFugZAgY2ydhlAxqhKG5DZNQiEfGSQYgJdFge81wYRIWGskApCwaKBnkUDL4x9Spu1BdHfn/F1wQfdbBRx8lfp+qZPjlL6MPj9/+Nnr9Dz8A33wTeYxlSUlkm0GDgFmz9IzPDygZ5LhQMygZiC1QMgSM7ZMwSgY1/G5uwy4U4pGRkgHwLBpsrxkuTMJCJRmAlEQDJYMcSgZ/2L490tDX10f+e+HC6DT+9a8Tv1dVMvzqV9H7HDMmdj9/+APQvv2umMNo2jQ94zQNJYMcF2oGJQOxBUqGgLF9EkbJoIbJ5rZxWyN+etpPMWzqMKNCQQwWRm/KmLGSAfAkGmyvGS5MwkInGQDPooGSQQ4lgz88/HDkqRKtOfHE6BRety7+e1Ulw+mnRx8WV10Vf7uVKyPrWm/bpg3w2WcpD883KBnkuFAzKBmILVAyBIztkzBKBjV0NbdBnqFge64CIZYMgLJosD0OLkzCQikZAE+igZJBDiWDPwwZAtx/P7BsWWT57DPg1lujU/imm+K/V1UynHJK9P7uvz/5d7rnnujtbbhsgpJBjgs1g5KB2AIlQ8DYPgmjZFAjlYYhbJc82J6rQMglA6AkGmyPgwuTsNBKBkBZNFAyyKFkMM+CBUB+PnDQQcABB+xZBg0C2rffk759+wI7d8a+X0Uy7NoF7L//nm2ys4HPP5d/tzPO2POep55Kf6ymoWSQ40LNoGQgtkDJEDC2T8IoGdSQNQxhEwrxsD1XAQskAyAVDbbHwYVJWKglA6AkGigZ5FAymOfUU4FHHok8JnL79j3Ljh3A9OnR6fvss7HvV5EMn38eLSz2vh9DIubOjWzfrh3wxRfpjdMPKBnkuFAzKBmILVAyBIztkzBKBjVaNww2CIV42J6rgCWSAUgqGnpZHgcXJmGhlwyAVDRQMsihZDDL0qXA4MG74p6hAABr10bOctidusccE7uNimS49to960tLgS+/3LPuvfeAv/0t8nSJvXnnnch7zj03tfH5DSWDHBdqBiUDsQVKhoCxfRJGyZCc3UIhZ2QORjw0wphQ6Du2L8ZPHW9kDLuxPVcBiyQDkFA0NAiR8PGWOuAkTI4VkgFIKhrGH3IIJYMESgaznHhi8idHAMBll0U/7eGNN6LXb98eLRn2DtfixZEzEYQA+vQBPvhgz7pVq4CcnF0tAmPFiuj3/uY3kRPIEt10MmxQMshxoWZQMhBboGQIGNsnYZQMewjyDAX+q6QaVkkGwPPjLXXASZgcayQDkFA0bM7Oxj0TJqS//yTYXjMoGczwf/8HXHnlnsb/9dejzy4AgA0bgA8/BEaNik7dLl2A116LrP/vf4Ha2tjyePvtwOzZwOTJkRN3evcGamoiZz20prER2H//PRKjXTvgf/4ncmbDNddELqv4+mv//i7pQskgx4WaQclAbIGSIWAKCgpQUVFhbCksLES3bt2M7b+srAyFhYVGx9ClSxeUlpYa23/Xrl1RVFTk6T3de3dH10O7Iv/UfHS8oCOyJ2VrFQrtJrZDp7M6ofCEQnQ9tKv0++Tn56OkpMR4Lpnev8lcraioQHFxMbp3725s/ybicGXrf6ZrtXyZnY2hBo4L03FI5XjzupiuGcXFxcbHoDNXzy4pwfY2bWJyaEObNhi5zz7GxmB7zfAjV03XbhO/0UuXLk1r3vOPfwBTpwK33AJcd13kSRKvvx69zfLlkSc8XH99ZLvdy7XXAnfcEXkKxYMPAjNnRq+/8caIUJg6dRf+8pfIJQ+JLscAIqLhvvsiZ1SccEJELEydGnvGhCleeOEFa443G3M13t/I9pph+vetvLwcFRUV/hwAxGkoGQJGCIG6ujpjS58+fTBlyhRj+7/jjjtQWFhodAylpaWora01tv/q6mr069cv4fq5/5iL2mdqcd7D5+HIO49E6Q2lWoXCvrfsixPuPQHVj1aj9pnUxjlo0CCcf/75RuNge67W1dUhPz8fc+bMMbZ/U3Gonzw5rmjYVlqKBZrHYzoOsuNNx2K6Zpx88sk49thjjY5Bd64uvvFG/ND67nc/Lk15eVh4//1GxmB7zfAjV03XbhO/0Zs3bw566uQMa9eu1RYX08ebjbm69+JCzTD9+zZnzhxUVlYGfWgQB6BkCBjbTyd17XKJbU3bUNdQh5nzZ+LMp87UfsnDoHsH4fxnz0ftglrUNegbEy+XUMO6yyVaE++8YAOXTvB0UjlWXS7RmkSX3+z1eEtd2F4zeLkEsQleLiHHhZph+veNl0sQXVAyBIztkzCbJcNuoXDKDaeg+JJiDLhzgDGh0Gn/TvY2tz9ie64ClksGIHIer2HRwEmYHGslA+CraLC9ZlAyEJugZJDjQs2gZCC2QMkQMLZPwmyRDHufoWBSKMQ7Q8H65hb25yrgRhymxWsQNYoGTsLkWC0ZAN9Eg+01g5KB2AQlgxwXagYlA7EFSoaAsX0SFkbJELRQiIcLza3tuQo4FAeDZzRwEibHeskAYGb//sZFg+01g5KB2AQlgxwXagYlA7EFSoaAsX0SFrRkCKNQiIczza1BKBnUaImDIdHASZgcFyTDsGHD8MxppxkVDbbXDEoGYhOUDHJcqBmUDMQWKBkCxvZJmJ+SwRahEA+nmltDUDKoERUHA6KBkzA5rkiGqVOnGr10wvaaQclAbIKSQY4LNYOSgdgCJUPA2D4JM/Wj0Foo5J6bix439TAmFKpvrjb+o+Bcc2sASgY1YuKgWTRwEibHKckAGBMNttcMSgZiE5QMclyoGZQMxBYoGQLG9kmYjh+FoM9Q8ONHwcnmVjOUDGrEjYNG0cBJmBznJANgRDTYXjMoGYhNUDLIcaFmUDIQW6BkCBjbJ2FefxSCFgrxoGRQw/ZcBRyPgybRwEmYHCclA6BdNNheMygZiE1QMshxoWZQMhBboGQIGNsnYcl+FMIoFOJByaCG7bkKZEAcNIgGTsLkOCsZAK2iwfaaQclAbIKSQY4LNYOSgdgCJUPA2D4J2/2jYFoo7HvLvsZuykjJoIbtuQpkSBzSFA2chMlxWjIA2kSD7TWDkkGN+vp6fPvtt8b2v3btWnz66afG9g8AS5cuxebNm43tf+XKlVixYoWx/QOUDCq4UDMoGYgtUDIEjI2TsNZC4bh7jkPW5VlGz1AwXVApGdSwMVf3JmPikIZo4CRMjvOSAdAiGmyvGZQMargQBxdqBiWDHOaqHEoGogtKhoAJ+yQsDJc8UDLICU1zmwaUDGooxyFF0cBJmJyMkAxA2qLB9ppByaCGC3FwoWZQMshhrsqhZCC6oGQImDBNwsIgFOJBySAnVM1tilAyqOEpDimIBk7C5GSMZADSEg221wxKBjVciIMLNYOSQQ5zVQ4lA9GFdZLh66+/xty5c/Hqq69i27Ztnt+/bNkyvPzyy3jnnXcMfDvvBDUJC6tQiAclg5zQNbcpQMmghuc4eBQNnITJySjJAKQsGmyvGZQMargQBxdqBiWDHOaqHEoGogurJMPkyZNx4okn4k9/+hMuvvhi7L///pgzZ47Se//2t7/hpJNOwiWXXIJ77703oyTDfQ/dZ1QoZP8m29hNGQFKBhVC2dx6hJJBjZTi4EE0cBImJ+MkA5CSaLC9ZlAyqOFCHFyoGZQMcpircigZiC6skQznnXceevTogcbGxpbXHnzwQQgh8OijjyZ83/fff49Ro0ahV69eePnll/34qp7Q/aOw9xkKOVflaBUKA+4cgDOfOrNFKPjxo0DJICe0za0HKBnUSDkOiqKBkzA5GSkZAM+iwfaaQcmghgtxcKFmUDLIYa7KoWQgurBCMrz44osQQuD555+PWXfkkUciJycHX331Vcy67777DoMGDUJlZSXWrVvnx1f1TDo/CqYvedgtFGbOn4m6hjpsa4q9PIWSQY1QNgwesb1hABgHFdHASZicjJUMgCfRYHvNoGRQw4U4uFAzKBnkMFflUDIQXVghGUaOHAkhRNznJD/00EMQQuCaa66Jer2pqQlHH300hBD4/PPP/fqqnlH9UQiDUIgHJYMaoW0YPGB7wwAwDgCkooGTMDkZLRkAZdFge82gZFDDhTi4UDMoGeQwV+VQMhBdhF4ybN26FaWlpRBCYNmyZTHr33vvPQghMGTIkKjXp06dCiEEbrjhBr++akrE+1EIq1CIByWDGqFuGBSxvWEAGIcWkoiGEf36cRImIeMlA6AkGmyvGZQMargQBxdqBiWDHOaqHEoGoovQS4bVq1cjJycHQggsWbIkZn19fT2EECgtLcWWLVsAAF999RU6dOiALl26oLm5GQCwbt06bN261dfvroLIFkaFQs5VORhy8xAtQiEelAxqhL5hUMD2hgFgHKJIIBq+bt8eT958s57PiIMLkzBKhh+RiAbbawYlgxouxMGFmkHJIIe5KoeSgegi9JKhqakJP/nJTyCEiPskiaVLl0IIgdzcXKxduxYAcMMNN0AIgZEjR+Kxxx7DueeeiwEDBqCkpASXXHJJ1M0jg6Suoc74GQqmCyolgxpWNAwSbG8YAMYhhgSiYXNJSdzHW+rAhUkYJUMrkoiGQZbXDEoGNVyIgws1g5JBDnNVDiUD0UXoJQMAXHLJJRBC4Oc//3nMugULFkAIgZ/85CdoamoCABx11FEQQuDYY4/F008/jVWrVmHFihU466yzIITAoYceio0bN2r5bo2Njairq/O81NfXY1vTtpSFQrfp3XDQdQfhlBtOQfXN1bi59mbU1tbGLGVlZRgzZkzcdTqWiRMnolOnTsb2X1tbi6KiIlRXVxvb/+jRo9G9e3ejY8jNzUVNTY2x/ffp0wfHHXec0TEIIYzu33Su1tbWomPHjozDXsuCkSPjNokbi4vxoIG/1ejRo1FeXm70b2S6ZgwdOhRVVVVGx2BTrr4ydmzcHGoUArMnTTI2htLSUowbN87Y/v3I1d69e2PEiBHG9u/Hb7QLcTBdMw477DAceOCBRsdg+jeauSpfXMjVmpoaVFRUaOmRSGZjhWT4+uuv0atXLwghcPXVV6OxsRHffvst3njjDYwaNapFKADAjh07UFFRASEE3nvvvaj97Nq1CwMGDIAQAn/84x+1fLe6ujoMHz7c8zJlyhQAgLhULhQ6TOqA4kuKUXFmBfqP7I+DDzsYgwcPVloKCwvRs2dP5e29Lv3790d2drax/e8eQ79+/Yztv7KyErm5uUbHkJeXh6qqKmP7z8/PR1lZmdExCCGMx9lkrg4ePBi5ubmMQ5zlvu7d4zaJq3JyMErz36tHjx7Gj7f8/HyjNaNr164oKioyOgbbcnVar15xc2hTVhbGDRxoZAwFBQXo1auXsb+RH7mal5dntGbst99+xn+jXYiD6ZpRUlJivGZkZWUZ3T9zVb64kKtVVVUoLy/X0iORzMYKyQBETt/55S9/iQ4dOqCqqgoXXngh/vrXv+L444+HEAK33HILAGDlypXIysqCEALLly+P2c+tt94KIQQOPPBAv4cQFzHa3E0ZAfOnhvFyCTWsOfU5CbxcQo7VcVB4vKUO/DjeXDj12cpc9fB4Sx24cOozT0GXw5qhBi+XkMNclcPLJYgurJEMu1m/fj1WrFiB5uZm7Ny5EyUlJejYsSO+/vprAMDatWvRqVMnCCGwYsWKmPe/++67EEKgoKDA768eF1EhjN2UEaBkUIGSQQ1KBjnWx8EH0eDCJIySIQk+igYXGgY2bnJYM9SgZJDDXJVDyUB0YZ1kaM2f/vQnCCFwzTXXtLy2a9cuDBw4EEIIfPLJJzHvWbx4MYQQ6Nmzp4/fNDG2N26UDGpY2zC0wvZcBRgHFe7u1s2oaHBhEkbJIMEn0eBCw8DGTQ5rhhqUDHKYq3IoGYgurJUMK1asgBACP/vZz7Bz586oddXV1RBC4Kmnnop535IlSyCEwC9+8Qu/vmpSbG/cKBnUsLph+BHbcxVgHFQ44IADsOi004yJBhcmYZQMCvggGlxoGNi4yWHNUIOSQQ5zVQ4lA9GFlZKhubkZ/fv3x8CBA7F+/fqY9fX19RBC4NRTT41Z98QTT0AIgbfeesuPryrF9saNkkEN6xsG2J+rAOOgQkscDF064cIkjJJBjfPj5Y9G0eBCw8DGTQ5rhhqUDHKYq3IoGYgurJMMX375JY455hgcf/zxaGxsTLjd7hs8Pv/88y2vNTY2oqysDBdffLEfX1UJ2xs3SgY1XGgYbM9VgHFQISoOBkSDC5MwSgY1hBBGz2hwoWFg4yaHNUMNSgY5zFU5lAxEF1ZIhvXr1+PTTz/Fo48+ivPOOw/33PP/27vzeDvHc//jN5l3JolmNkSClpRIKCEloeenaauVmHpqaHPyMx5HBaUowtFjnh2cmlIUJSTVCA6Hg9ZQU6qNmH6miEaJOaMk+/v7YzV7W/ZwXXvv51n3up/9eb9e63VO91r7ybPc17rXdX33Gq5y/d55552nTTbZRMcdd5zOOeccffvb39Zxxx2X89m2TOqDGyGDT2EGhhwRMvhUfB0yDhqK0IQRMvjU1WpOQUPee8YTTzyhq6++OrfjS9L06dNzrdW33npL5513Xm7HlxjcPAgZbIQMPoQMSEUSIcP8+fP15JNPau7cuVq5cmWLfnfRokW69dZbddttt+mtt97K6QxbL/XBjZDBp1ADQ04IGXyirEOGQUMRmjBCBp+yWs0haKjEngEbg5uNkMFGyOBDyIBUJBEyFFnqgxshg0/hBoYcEDL4RFuHjIKGIjRhhAw+DWo146CBkKE6MLjZCBlshAw+hAxIBSFDZKkPboQMPoUcGDJGyOATdR0yCBqK0IQRMvg0WqsZBg2EDNWBwc1GyGAjZPAhZEAqCBkiS31wI2TwKezAkCFCBp/o69BU0LDNNlIzH8a7VhGaMEIGnyZrNaOggZChOjC42QgZbIQMPoQMSAUhQ2TRB4Y2ImTwKfTAkBFCBp+qWIc2BA1FaMIIGXyardUMggZChurA4GYjZLARMvgQMiAVhAyRVcXA0AaEDD6FHxgyQMjgUzXr0MqgoQhNGCGDj1mrbQwaCBmqA4ObjZDBRsjgQ8iAVBAyRFY1A0MrETL4tIuBoY0IGXyqah1aETQUoQkjZPBx1WobggZChurA4GYjZLARMvgQMiAVhAyRVdXA0AqEDD7tZmBoA0IGn6pbhxYGDUVowggZfNy12sqggZChOjC42QgZbIQMPoQMSAVqnofaAAAgAElEQVQhQ2RVNzC0ECGDT7saGFqJkMGnKtehBUFDEZowQgafFtVqK4IGQobqwOBmI2SwETL4EDIgFYQMkVXlwNAChAw+7W5gaAVCBp+qXQdn0FCEJoyQwafFtdrCoIGQoTowuNkIGWyEDD6EDEgFIUNkVTswOBEy+LTLgaGFCBl8qnodHEFDEZowQgafVtVqC4IGQobqwOBmI2SwETL4EDIgFYQMkVX1wOBAyODTbgeGFiBk8Kn6dTCChiI0YYQMPq2uVWfQQMhQHRjcbIQMNkIGH0IGpIKQIbKqHxgMhAw+7XpgcCJk8EliHZoJGq4866zkmzBCBp821aojaCBkqA4MbjZCBhshgw8hA1JByBBZEgNDMwgZfNr9wOBAyOCTzDo0ETS8N2SIdh01qu3Hb0YRBgZqVWbQkGLIUFsrLV8urVmT7XFXrJDeey/bY3oxuNkIGWyEDD6EDEgFIUNkyQwMTSBk8GFgsBEy+CS1Dk0EDS/X1DT69ZZZKcLAQK3+Q1NBw8CB2nbEiKoKGebMka6/vvnbLFsmXXyx9H//r7TDDtKOO5YuY8dK++wj7b23tM8+tTrkEGnGDPth8sor0r/8izR8uNSrlzR6tHTuudLq1dndLwuDm42QwUbI4EPIgFQQMkSW1MDQCEIGHwYGGyGDT3Lr0IKvt8xKEQYGavULvhw0dO0q3Xtv1b2SYbfdpGHDfLf9299KocDau9Sli/Taa9LChaWwYsstaxWCNGSIdOWVjR/jT3+SOnVq/OE1aVLlggYGNxshg42QwYeQAakgZIisV69eCiHkdunevXuux6/Ev7Heeuvlfh+6dOmS6/H79u2b+33I+1KEWmUd4qzD6aGRKSgEzQ1B6+VwHyqxZ3Ts2DHX41Or5ZfJoVQzy0PQhH/8rKW1+v777+f2XP7qq1KHDqXSfvRR3+9stVX9w2HAgNKrHNZatkzacsv663/60/Lf/fhjaeBAafvtpUMOkSZObPgQu/ba7O7fF3300UcaP3583X/XSuzdeT9HF2HPyPu5oRKXvGuJWvVdhgwZks/mgXaFkCGyEBL7q+SX8EoGH/4qaeOVDD7JrkMFX9FQhL9KUquNmD5duvfeuv9ZTa9kOOqo+pLebz/f74wYUf87/ftLn35afv3MmeUPlV/9qv66Cy+Ujj++4e27dKm//fjxbbtPXvx12MYrGWy8ksGHVzIgFYQMkSU7MPwDIYMPA4ONkMEn6XWoUNBQhIGBWrVVS8jwwQdS587lb33wLJ0VMqxYUXq7RGO3mTev8WP+8If1t9955zbdLTcGNxshg42QwYeQAakgZIgs9SaMkMGHgcFGyOCT+jo88e1v5x40FGFgoFZt1RIynHlmqXy/+CqCX/zC/j0rZJCkPfcsf5jcckvzx/zFL+pve8IJrbs/LcXgZiNksBEy+BAyIBWEDJGl3oQRMvgwMNgIGXxSX4eLL75YVw8enGvQUISBgVq1VUPIsGSJtO220ptvlr4lYm0pDxxYuq45npDh2GPLHyJHHNH8Mb/4to25c1t/v1qCwc1GyGAjZPAhZEAqCBkiS70JI2TwYWCwETL4pL4OdY+3HN86UYSBgVq1VUPIcOml0v77l/7/a64pL2Xr6yw9IcPJJ5cfc8KE5o+57bal2/34x627P63B4GYjZLARMvgQMiAVhAyRpd6EETL4MDDYCBl8Ul+HssdbTkFDEQYGatUWO2SorZV22EF68snS//7kE6lfv/oy3nbb5n/fEzKcckr5Q2P77Zs+3jPPlG6z0UbS4sWtv18txeBmI2SwETL4EDIgFYQMkaXehBEy+DAw2AgZfFJfhwaPtxyChiIMDNSqLXbI8LvfSfvsU/6zc88tL+PmytATMpx0Uvnx9t236eONH1/6Gs21oUelMLjZCBlshAw+hAxIBSFDZKk3YYQMPgwMNkIGn9TXodHHW8ZBQxEGBmrVFjtk2HVX6dBDS2HDrFmly8UXl5fwpElN/74nZPjiZyyEUHqoNGbtv3vnnZnctRZhcLMRMtgIGXwIGZAKQobIUm/CCBl8GBhshAw+qa9Dk4+3DIOGIgwM1KotZsjwl79IG2wg/Z//U/qqyLWX3XaThg6tL98uXaRXX238GJ6Q4VvfKn84PPtsbYPbPP546bqrrmr4++++28Y76sDgZiNksBEy+BAyIBWEDJGl3oQRMvgwMNgIGXxSX4dmH28ZBQ1FGBioVVvMkOGAA6TLLmv8uocfLi/fpr5K0goZPvxQ6tOn/jbf/W7DY/ztb9LgwdL55ze87oorpOuua9n9ag0GNxshg42QwYeQAakgZIgs9SaMkMGHgcFGyOCT+jqYj7cMgoYiDAzUqi1WyPDWW6VybOyVB2ttt1196fbrV/pQyC/7+tfrbzNggPTZZ+XXX355/fWDBpW+JvOLVq8uvXoiBGns2NI5jRxZumy5Zennzz3X9vtrib5nZKAIewYhg41atREyICuEDJGl3oQRMvgwMNgIGXxSXwfX462NQUMRBgZq1RYrZNhnn9LnMTTnhhvKS/e00xreZm0QEIL0la+UX/fkk1LHjvVl/9e/Nvz9yZMbf5h88dURS5e2/n56VcWe0UZF2DMIGWzUqo2QAVkhZIgs9SaMkMGHgcFGyOCT+jq4H29tCBqKMDBQq7ZKhwyvvCIddlipDDt1ki69VHriifLbfPyxdO+90g9/2LB0zztPWrhQeuSRht9CEYL04x9Lp58uHXJI6ZUL3/ym9KtfScuXl/8ba9ZIxx/ffMCw9tUNlVA1e0YbFGHPIGSwUas2QgZkhZAhstSbMEIGHwYGGyGDT+rr0KLHWyuDhiIMDNSqrdIhw/z50i23SHPmSLNnS7feWvr8hS/68ENp5kxpxoxS2LD2Mnu29Nvflt7ycN990m23SXffXX/9PfdIN98s3XijdP/90oIFTZ/HqlWl491zT/m/8eXLvHn5/vdYq6r2jFYqwp5ByGCjVm2EDMgKIUNkqTdhhAw+DAw2Qgaf1NehxY+3VgQNRRgYqFVb7K+wREnV7RmtUIQ9g5DBRq3aCBmQFUKGyFJvwggZfBgYbIQMPqmvQ6seby0MGoowMFCrNkKG6lCVe0YLFWHPIGSwUas2QgZkhZAhstSbMEIGHwYGGyGDT+rr0OrHWwuChiIMDNSqjZChOlTtntECRdgzCBls1KqNkAFZIWSILPUmjJDBh4HBRsjgk/o6tOnx5gwaijAwUKs2QobqUNV7hlMR9gxCBhu1aiNkQFYIGSJLvQkjZPBhYLARMvikvg5tfrw5goYiDAzUqo2QoTpU/Z7hUIQ9g5DBRq3aCBmQFUKGyFJvwggZfBgYbIQMPqmvQyaPNyNoKMLAQK3aCBmqQxJ7hqEIewYhg41atREyICuEDJGl3oQRMvgwMNgIGXxSX4fMHm/NBA1bDh6c/MBArdoIGapDMntGMwgZbIQMtiLUKiEDskLIEFnqTRghgw8Dg42QwSf1dcj08dZE0DCvUyf9YfbsbP6NRhAy+KReq/BJas9oAiGDjZDBVoRaJWRAVggZIku9CSNk8GFgsBEy+KS+Dpk/3poIGj7bdNNGv94yC4QMPqnXKnyS2zMaQchgI2SwFaFWCRmQFUKGyEIIGjduXG6Xnj17avPNN8/t+KNGjVKnTp1yvQ81NTXaZpttcjv+pptuqh49euR6Hzp37qwxY8bkdvzevXtro402yvU+pF6r41gH1yXvdcjj8TZ9440bDRpe7dFD3xs7NvP7MHDgQH3lK1/J7b/RuHHUqufS0lr9+OOPYz/lF8Jnn32mo48+utXr0NJLJZ6j8+4zKrFn5P14y3vPqEQ/Sa3alzFjxmjgwIGxtxkUACFDG82aNUshhBZfJk6cKKkUMkybNi23y+DBgzVx4sTcjj9lyhTV1NTkeh/69eunyZMn53b8CRMmaNCgQbneh549e2rq1Km5HX/o0KEaP358rvch9Vqdxjq4LnmvQ16Pt/8dN67RoGHRwIE6++c/z/TfGj16tEaMGJHbf6Np06hVz6Wltbp06dK4DUNBrFq1StOnT2/1OrT0Uonn6Lz7jErsGXk/3vLeMyrRT1Kr9mXq1KmEDMgEIUNkqb+clLdL+PDSZxtvl/BJfR1yfbxNm2Z+vWUWeLuET+q1+sQTT+jqq6/O7fiSNH369Fyf39566y2dd955uR1fSnzP+AfeLmHLe8/g7RI+vF0CqSBkiCz1JoyQwYeBwUbI4JP6OuT+eKtA0EDI4EOt2hjcbEUY3AgZbNSqDyEDUkHIEFnqTRghgw8Dg42QwSf1dajE4+2iXr1yDRoIGXyoVRuDm60Igxshg41a9SFkQCoIGSJLvQkjZPBhYLARMvikvg6VasLe+MlPcgsaCBl8qFUbg5utCIMbIYONWvUhZEAqCBkiS70JI2TwYWCwETL4pL4OFW3CcnrrBCGDD7VqY3CzFWFwI2SwUas+hAxIBSFDZKk3YYQMPgwMNkIGn9TXoeJNWA5BAyGDD7VqY3CzFWFwI2SwUas+hAxIBSFDZKk3YYQMPgwMNkIGn9TXIUoTlnHQQMjgQ63aGNxsRRjcCBls1KoPIQNSQcgQWepNGCGDDwODjZDBJ/V1iNaEZRg0EDL4UKs2BjdbEQY3QgYbtepDyIBUEDJElnoTRsjgw8BgI2TwSX0dojZhGQUNhAw+1KqNwc1WhMGNkMFGrfoQMiAVhAyRpd6EETL4MDDYCBl8Ul+H6E1YBkEDIYMPtWpjcLNF3zMyQMhgo1Z9CBmQCkKGyFJvwggZfBgYbIQMPqmvQ1U0YW0MGioxMMBWhFplcLNVxZ7RRoQMNmrVh5ABqSBkiCz1gYGQwYfh1kbI4JP6OlRNE9aGoIGQoToUoVYZ3GxVs2e0ASGDjVr1IWRAKggZIkt9YCBk8GG4tREy+KS+DlXVhLUyaCBkqA5FqFUGN1tV7RmtRMhgo1Z9CBmQCkKGyFIfGAgZfBhubYQMPqmvQ9U1Ya0IGggZqkMRapXBzVZ1e0YrEDLYqFUfQgakgpAhstQHBkIGH4ZbGyGDT+rrUJVNWAuDBkKG6lCEWmVws1XlntFChAw2atWHkAGpIGSILPWBgZDBh+HWRsjgk/o6VG0T1oKggZChOhShVhncbFW7Z7QAIYONWvUhZEAqCBkiS31gIGTwYbi1ETL4pL4OVd2EOYMGQobqUIRaZXCzVfWe4UTIYKNWfQgZkApChshSHxgIGXwYbm2EDD6pr0PVN2GOoIGQoToUoVYZ3GxVv2c4EDLYqFUfQgakgpAhstQHBkIGH4ZbGyGDT+rrkEQTZgQNhAzVoQi1yuBmS2LPMBAy2KhVH0IGpIKQIbLUBwZCBh+GWxshg0/q65BME9ZM0HDUQQcRMlSBItQqg5stmT2jGYQMNmrVh5ABqSBkiCz1gYGQwYfh1kbI4JP6OiTVhDURNCxYf31N2Wuvth8fbVKEWmVwsyW1ZzSBkMFGrfoQMiAVhAyRpT4wEDL4MNzaCBl8Ul+H5JqwJoKGN/v0afTrLVE5RahVBjdbcntGIwgZbNSqDyEDUkHIEFnqAwMhgw/DrY2QwSf1dUiyCWskaCBkiK8ItcrgZktyz/gSQgYbtepDyIBUEDJEVlNToxBCbpdu3brlevwQgjp37pzr8Xv37p37fejQoUOux+/Tp0/u9yHvS961VIla7dWrV/T/jtX+3ynvPSmEoC5duiS3zqeH+oBhbgj6SseOrt+bO3du7KeZwpgxY0bharUSl+7du+d6/CKsQxGeG3r27Bn9HNp6oVbtSyVqdeONN4693aMACBkiCyHtv0rySgYf/oJu45UMPqmvQ9J/6Zk2reo++PGFF+zbPP+8NGOGdOed0r331l9uv1268Ubp978vHWf58pb/+2+/Ld18s7R6dct/t62KUKv8ddiW9J7xD7ySwUat+vBKBqSCkCGy1AcGQgYfhlsbIYNP6uuQfBO2fHnVfIXlO+9Iw4dLCxc2f7v580sBw5Zblr/rY/fdpdNPl444Qho6VBo4UJo8WXrqKfvffuMN6ec/l/r0kQYPzuTutFgRapXBzZb8niFCBg9q1YeQAakgZIgs9YGBkMGH4dZGyOCT+joUoQmrlpDhvPNKYcGFF/puf+WV5SHDjTfWX7dggbTFFqWfd+ggnXNOw99fvVp67DHpkEOkzp3rj7P11tncn5YqQq0yuNnYM3wIGWzUqo2QAVkhZIgs9YGBkMGH4dZGyOCT+joUoQmrhpBhxQppk01KQ/6mm0qff27/zuWXl4cMV15Zfv0LL0idOtVff9555dcvWSLNnFl6e8W229bfbqutsrtfLVGEWmVws7Fn+BAy2KhVGyEDskLIEFnqAwMhgw/DrY2QwSf1dShCE1YNIcPNN5cHBnfdZf/OZZc1HzJI0t5711+/7rrSvHmNH+uXvyRkyAKDm409w4eQwUat2ggZkBVChshSHxgIGXwYbm2EDD6pr0MRmrBqCBl22qk8MPjWt2rN3/GEDNOnl9/msMMaP9bppxMyZIHBzcae4UPIYKNWbYQMyAohQ2SpDwyEDD4MtzZCBp/U16EITVjskGHmzFrttZf0b/9W/qqDP/+5+d/zhAzPPFN+mw02aPxbJ6ZNI2TIAoObjT3Dh5DBRq3aCBmQFUKGyFIfGAgZfBhubYQMPqmvQxGasNghw4QJ0oMP1ur110vhgvWqg7U8IcP/+3+lD35ce5tOnaTXXmt4O0KGbDC42dgzfAgZbNSqjZABWSFkiCz1gYGQwYfh1kbI4JP6OhShCYsZMvzpT9L220u1/3h3xPjx9cN+797S3//e9O96Qoa33ir/8McQpEceaXg7QoZsMLjZ2DN8CBls1KqNkAFZIWSILPWBgZDBh+HWRsjgk/o6FKEJixkyHHRQ6Vsi1po5szwQuOCCpn/XEzK8+WZ5yLDOOtJTTzW8HSFDNhjcbOwZPoQMNmrVRsiArBAyRJb6wEDI4MNwayNk8El9HYrQhMUKGd58U9phh4Y/32ab+oF/2LDS11s2xhMyvPpq+dslundv/NURhAzZYHCzsWf4EDLYqFUbIQOyQsgQWeoDAyGDD8OtjZDBJ/V1KEITFitkOOOM0tC/227SLruULuPHS+uvXx4ezJzZ+O97QobHHiu/zRffmvFFhAzZYHCzsWf4EDLYqFUbIQOyQsgQWeoDAyGDD8OtjZDBJ/V1KEITFiNk+OQTabvtpDvvlO66q/wyc6bUs2f90D9uXOPH8IQMX77NVVc1fixChmwwuNnYM3wIGWzUqo2QAVkhZIgs9YGBkMGH4dZGyOCT+joUoQmLETJcdpl0wAFNX3/YYeWfo/Dcc40fwwoZdt21/vpttmn6rRenn07IkAUGNxt7hg8hg41atREyICuEDJGlPjAQMvgw3NoIGXxSX4ciNGGVDhnWrJG+9rXSWxma8vzzUpcu9YP/fvs1vM1VV5WHDNdeW379vffWXzd8eOnzGZpy5pn1tx05snX3q62KUKsMbjb2DB9CBhu1aiNkQFYIGSJLfWAgZPBhuLURMvikvg5FaMIqGTIsWSIdcURpmP/970uBQ2M++0zq06c8RLj99vrPU1izRjryyPLr//VfpffeK32g5OWXl14B0aWLNHmytGhR0+e0dKk0YUL9cbp0kV55Jfv7bilCrTK42dgzfAgZbNSqjZABWSFkiCz1gYGQwYfh1kbI4JP6OhShCatUyPDpp9Jxx0mjRkljxkjf+U7pbQoLFpTf7re/laZOlXbaSdpxx9Jlhx1KHxB5553SI4+UPkNh3Lj663fcURo7Vtp3X+lHPypdLrqo+VcvvP++dM450jHHlI6/9jjbb1/6/XPOkd56K8//IuWKUKsMbjb2DB9CBhu1aiNkQFYIGSJLfWAgZPBhuLURMvikvg5FaMIqFTLU1kqrVpX/bPnyhq9mWLFC+vzzxo/x+eelS1OfrdDS81m2rPF/a+11Tb3SIg9FqFUGNxt7hg8hg41atREyICuEDJGlPjAQMvgw3NoIGXxSX4ciNGGxvsIS5YpQqwxuNvYMH0IGG7VqI2RAVggZIkt9YCBk8GG4tREy+KS+DkVowggZqkMRapXBzcae4UPIYKNWbYQMyAohQ2SpDwyEDD4MtzZCBp/U16EITRghQ3UoQq0yuNnYM3wIGWzUqo2QAVkhZIgs9YGBkMGH4dZGyOCT+joUoQkjZKgORahVBjcbe4YPIYONWrURMiArhAyRpT4wEDL4MNzaCBl8Ul+HIjRhhAzVoQi1yuBmY8/wIWSwUas2QgZkhZChjWbNmqUQQosvEydOlFR6Uhg3blxul+7du2uzzTbL7fijRo1Sx44dc70P3bp109Zbb53b8YcPH66amppc70OnTp00ZsyY3I7fq1cvbbDBBrneh9RrdRzr4LrkvQ6VeLzlvWcMGDBAffv2dd321ea+ExIt8vDDD5f9ty1Crea9Z1TiOboI61BNe0ZrL3k/N1Cr9qUItTpmzBj1798/9naPAiBkiCyEoGnTpuV2GTx4sCZOnJjb8adMmaKamppc70O/fv00efLk3I4/YcIEDRo0KNf70LNnT02dOjW34w8dOlTjx4/P9T6kXqvTWAfXJe91qMTjLe89Y/To0RoxYoTrtosWLYr9NFMYL7zwQtl/2yLUat57RiWeo4uwDtW0Z7T2kvdzA7VqX4pQq1OnTtXgwYNjb/coAEKGyFJ/6TNvl/DhZfo23i7hk/o6FOHlpLxdojoUoVbz3jN4CbpPEfYM3i5ho1ZtvF0CWSFkiCz1gYGQwYfh1kbI4JP6OhShCSNkqA5FqFUGNxt7hg8hg41atREyICuEDJGlPjAQMvgw3NoIGXxSX4ciNGGEDNWhCLXK4GZjz/AhZLBRqzZCBmSFkCGy1AcGQgYfhlsbIYNP6utQhCaMkKE6FKFWGdxs7Bk+hAw2atVGyICsEDJElvrAQMjgw3BrI2TwSX0ditCEVWJgoFZtRahVBjcbe4YPIYONWrURMiArhAyRpd6EETL4MDDYCBl8Ul+HIjRhhAw+1KqNwc3GnuFDyGCjVm2EDMgKIUNkqTdhhAw+DAw2Qgaf1NehCE0YIYMPtWpjcLOxZ/gQMtioVRshA7JCyBBZ6k0YIYMPA4ONkMEn9XUoQhNGyOBDrdoY3GzsGT6EDDZq1UbIgKwQMkSWehNGyODDwGAjZPBJfR2K0IQRMvhQqzYGNxt7hg8hg41atREyICuEDJGl3oQRMvgwMNgIGXxSX4ciNGGEDD7Uqo3Bzcae4UPIYKNWbYQMyAohQ2SpN2GEDD4MDDZCBp/U16EITRghgw+1amNws7Fn+BAy2KhVGyEDskLIEFnqTRghgw8Dg42QwSf1dShCE0bI4EOt2hjcbOwZPoQMNmrVRsiArBAyRJZ6E0bI4MPAYCNk8El9HYrQhBEy+FCrNgY3G3uGDyGDjVq1ETIgK4QMkaXehBEy+DAw2AgZfFJfhyI0YYQMPtSqjcHNxp7hQ8hgo1ZthAzICiFDZKk3YYQMPgwMNkIGn9TXoQhNGCGDD7VqY3CzsWf4EDLYqFUbIQOyQsgQWepNGCGDDwODjZDBJ/V1KEITRsjgQ63aGNxs7Bk+hAw2atVGyICsEDJElnoTRsjgw8BgI2TwSX0ditCEETL4UKs2Bjcbe4YPIYONWrURMiArhAyRpd6EETL4MDDYCBl8Ul+HIjRhhAw+1KqNwc3GnuFDyGCjVm2EDMgKIUNkqTdhhAw+DAw2Qgaf1NehCE0YIYMPtWpjcLOxZ/gQMtioVRshA7JCyBBZ6k0YIYMPA4ONkMEn9XUoQhNGyOBDrdoY3GzsGT6EDDZq1UbIgKwQMkSWehNGyODDwGAjZPBJfR2K0IQRMvhQqzYGNxt7hg8hg41atREyICuEDJGl3oQRMvgwMNgIGXxSX4ciNGGEDD7Uqo3Bzcae4UPIYKNWbYQMyAohQ2SpN2GEDD4MDDZCBp/U16EITRghgw+1amNws7Fn+BAy2KhVGyEDskLIEFn37t0VQsjt0rVr11yPH0JQ586dcz1+z549c78PHTp0SP4+5H3p1q1brsevRK2yDtWxDjze2sd9oFar45L3c3QR1oHHW3VcqFX7UolaHTRoUOzxCAVAyBBZCGn/pYdXMvjwV0kbr2TwSX0divCXHl7J4EOt2vjrsI09wyfvxxu1aitCrfJKBmSFkCGy1JswQgYfBgYbIYNP6utQhCaMkMGHWrUxuNnYM3wIGWzUqo2QAVkhZIgs9SaMkMGHgcFGyOCT+joUoQkjZPChVm0Mbjb2DB9CBhu1aiNkQFYIGSJLvQkjZPBhYLARMvikvg5FaMIIGXyoVRuDm409w4eQwUat2ggZkBVChshSb8IIGXwYGGyEDD6pr0MRmjBCBh9q1cbgZmPP8CFksFGrNkIGZIWQIbLUmzBCBh8GBhshg0/q61CEJoyQwYdatTG42dgzfAgZbNSqjZABWSFkiCz1JoyQwYeBwUbI4JP6OhShCSNk8KFWbQxuNvYMH0IGG7VqI2RAVggZIku9CSNk8GFgsBEy+KS+DkVowggZfKhVG4ObjT3Dh5DBRq3aCBmQFUKGyFJvwggZfBgYbIQMPqmvQxGaMEIGH2rVxuBmY8/wIWSwUas2QgZkhZAhstSbMEIGHwYGGyGDT+rrUIQmjJDBh1q1MbjZ2DN8CBls1KqNkAFZIWSILPUmjJDBh4HBRsjgk/o6FKEJI2TwoVZtDG429gwfQgYbtWojZEBWCBkiS70JI2TwYWCwETL4pL4ORWjCCBl8qFUbg5uNPcOHkMFGrdoIGZAVQobIUm/CCBl8GBhshAw+qa9DEZowQgYfatXG4GZjz/AhZLBRqzZCBmSFkCGy1JswQgYfBgYbIYNP6utQhCaMkMGHWrUxuNnYM3wIGWzUqo2QAVkhZIgs9SaMkMGHgcFGyOCT+joUoQkjZPChVm0Mbjb2DB9CBhu1aiNkQG4LWucAACAASURBVFYIGSJLvQkjZPBhYLARMvikvg5FaMIIGXyoVRuDm409w4eQwUat2ggZkBVChshSb8IIGXwYGGyEDD6pr0MRmjBCBh9q1cbgZmPP8CFksFGrNkIGZIWQIbLUmzBCBh8GBhshg0/q61CEJoyQwYdatTG42dgzfAgZbNSqjZABWSFkiCz1JoyQwYeBwUbI4JP6OhShCSNk8KFWbQxuNvYMH0IGG7VqI2RAVggZIku9CSNk8GFgsBEy+KS+DkVowggZfKhVG4ObjT3Dh5DBRq3aCBmQFUKGyFJvwggZfBgYbIQMPqmvQxGaMEIGH2rVxuBmY8/wIWSwUas2QgZkhZAhstSbMEIGHwYGGyGDT+rrUIQmjJDBh1q1MbjZ2DN8CBls1KqNkAFZIWSILPUmjJDBh4HBRsjgk/o6FKEJI2TwoVZtDG429gwfQgYbtWojZEBWCBnaaO7cuZo2bVqLL2s3uRCCxo0bl9ule/fuGj58eG7HHzlypDp27Jjrfejatau22mqr3I4/bNgwdevWLdf70KlTJ22//fa5Hb9Xr14aPHhwrvch9VodN26cOnbsqDFjxuR2/CKsQ01NjTbbbLPcjj98+HDV1NTkeh+6du2qrbfeOrfjDxgwQOutt16u94FatS9FqNWePXtqgw02yO34o0aNyv05ugjrkPee0b9/f/Xt2zfX+5D3441atS9FqNUxY8aof//+cYcrFAIhQxu98cYbrQoZZs2aJakUMrTm972XIUOGaOLEibkdf8qUKaqpqcn1PvTr10+TJ0/O7fgTJkzQoEGDcr0PPXv21NSpU3M7/tChQzV+/Phc70PqtTqNdXBd8l6HSjze8t4zRo8erREjRuR6H6hV+1KEWs17HSrxHF2EdSjCnpH3441atS9FqNWpU6dqyJAhkacrFAEhQ2Spv5yUt0v48NJnG2+X8El9HYrwclLeLuFDrdryXgdegu5ThD2Dt0vYqFUbb5dAVggZIku9CSNk8GFgsBEy+KS+DkVowggZfKhVG4ObjT3Dh5DBRq3aCBmQFUKGyFJvwggZfBgYbIQMPqmvQxGaMEIGH2rVxuBmY8/wIWSwUas2QgZkhZAhstSbMEIGHwYGGyGDT+rrUIQmjJDBh1q1MbjZ2DN8CBls1KqNkAFZIWSILPUmjJDBh4HBRsjgk/o6FKEJI2TwoVZtDG429gwfQgYbtWojZEBWCBkiS70JI2TwYWCwETL4pL4ORWjCCBl8qFUbg5uNPcOHkMFGrdoIGZAVQobIUm/CCBl8GBhshAw+qa9DEZowQgYfatXG4GZjz/AhZLBRqzZCBmSFkCGy1JswQgYfBgYbIYNP6utQhCaMkMGHWrUxuNnYM3wIGWzUqo2QAVkhZIgs9SaMkMGHgcFGyOCT+joUoQkjZPChVm0Mbjb2DB9CBhu1aiNkQFYIGSJLvQkjZPBhYLARMvikvg5FaMIIGXyoVRuDm409w4eQwUat2ggZkBVChshSb8IIGXwYGGyEDD6pr0MRmjBCBh9q1cbgZmPP8CFksFGrNkIGZIWQIbLUmzBCBh8GBhshg0/q61CEJoyQwYdatTG42dgzfAgZbNSqjZABWSFkiCz1JoyQwYeBwUbI4JP6OhShCSNk8KFWbQxuNvYMH0IGG7VqI2RAVggZIku9CSNk8GFgsBEy+KS+DkVowggZfKhVG4ObjT3Dh5DBRq3aCBmQFUKGyFJvwggZfBgYbIQMPqmvQxGaMEIGH2rVxuBmY8/wIWSwUas2QgZkhZAhstSbMEIGHwYGGyGDT+rrUIQmjJDBh1q1MbjZ2DN8CBls1KqNkAFZIWSILPUmjJDBh4HBRsjgk/o6FKEJI2TwoVZtDG429gwfQgYbtWojZEBWCBkiS70JI2TwYWCwETL4pL4ORWjCCBl8qFUbg5uNPcOHkMFGrdoIGZAVQobIUm/CCBl8GBhshAw+qa9DEZowQgYfatXG4GZjz/AhZLBRqzZCBmSFkCGy1JswQgYfBgYbIYNP6utQhCaMkMGHWrUxuNnYM3wIGWzUqo2QAVkhZIgs9SaMkMGHgcFGyOCT+joUoQkjZPChVm0Mbjb2DB9CBhu1aiNkQFYIGSJLvQkjZPBhYLARMvikvg5FaMIIGXyoVRuDm409w4eQwUat2ggZkBVChshCCLr44otzuwwZMkT7779/bsc/6qij1KNHj1zvw/rrr68jjzwyt+NPnDhRG220Ua73oXv37jr11FNzO/6mm26qCRMm5HofUq9V1qE61qESj7e894wxY8Zo9OjRud4HatW+FKFW816HSjxHF2EdirBn5P14o1btSxFq9dRTT9WGG24YezxCARAyRNatWzdtt912uV369OmjjTfeOLfjb7HFFuratWuu96Fv377afPPNczv+0KFDVVNTk+t96N27t7baaqvcjt+rVy8NGjQo1/vQuXPnXI+fd62yDtWxDpV4vOW9Z/Tv3199+vTJ9T5Qq/alCLWa9zpU4jm6COtQhD0j78cbtWpfilCrW221lTbYYIPY4xEKgJAhstRfTsrbJXx46bONt0v4pL4OlXi8FeGlz9SqrQi1ykvQbewZPrxdwkat2ni7BLJCyBBZ6k0YIYMPA4ONkMEn9XUoQhNGyOBDrdoY3GzsGT6EDDZq1UbIgKwQMkSWehNGyODDwGAjZPBJfR2K0IQRMvhQqzYGNxt7hg8hg41atREyICuEDJGl3oQRMvgwMNgIGXxSX4ciNGGEDD7Uqo3Bzcae4UPIYKNWbYQMyAohQ2SpN2GEDD4MDDZCBp/U16EITRghgw+1amNws7Fn+BAy2KhVGyEDskLIEFnqTRghgw8Dg42QwSf1dShCE0bI4EOt2hjcbOwZPoQMNmrVRsiArBAyRJZ6E0bI4MPAYCNk8El9HYrQhBEy+FCrNgY3G3uGDyGDjVq1ETIgK4QMkaXehBEy+DAw2AgZfFJfhyI0YYQMPtSqjcHNxp7hQ8hgo1ZthAzICiFDZKk3YYQMPgwMNkIGn9TXoQhNGCGDD7VqY3CzsWf4EDLYqFUbIQOyQsgQWepNGCGDDwODjZDBJ/V1KEITRsjgQ63aGNxs7Bk+hAw2atVGyICsEDJElnoTRsjgw8BgI2TwSX0ditCEETL4UKs2Bjcbe4YPIYONWrURMiArhAyRpd6EETL4MDDYCBl8Ul+HIjRhhAw+1KqNwc3GnuFDyGCjVm2EDMgKIUNkqTdhhAw+DAw2Qgaf1NehCE0YIYMPtWpjcLOxZ/gQMtioVRshA7JCyBBZ6k0YIYMPA4ONkMEn9XUoQhNGyOBDrdoY3GzsGT6EDDZq1UbIgKwQMkSWehNGyODDwGAjZPBJfR2K0IQRMvhQqzYGNxt7hg8hg41atREyICuEDJGl3oQRMvgwMNgIGXxSX4ciNGGEDD7Uqo3Bzcae4UPIYKNWbYQMyAohQ2SpN2GEDD4MDDZCBp/U16EITRghgw+1amNws7Fn+BAy2KhVGyEDskLIEFnqTRghgw8Dg42QwSf1dShCE0bI4EOt2hjcbOwZPoQMNmrVRsiArBAyRJZ6E0bI4MPAYCNk8El9HYrQhBEy+FCrNgY3G3uGDyGDjVq1ETIgK4QMkaXehBEy+DAw2AgZfFJfhyI0YYQMPtSqjcHNxp7hQ8hgo1ZthAzICiFDZKk3YYQMPgwMNkIGn9TXoQhNGCGDD7VqY3CzsWf4EDLYqFUbIQOyQsgQWepNGCGDDwODjZDBJ/V1KEITRsjgQ63aGNxs7Bk+hAw2atVGyICsEDJElnoTRsjgw8BgI2TwSX0ditCEETL4UKs2Bjcbe4YPIYONWrURMiArhAyRhRA0bty43C49evTQZpttltvxR40apY4dO+Z6H2pqarT11lvndvzhw4ere/fuud6HTp06acyYMbkdv3fv3tpggw1yvQ+p1+o41sF16dGjhzbffPPcjr/pppvm/njr1q2bttlmm9yOP3DgQK2//vq53gdq1b4UoVZ79eqljTbaKLfjjxo1Sp06dcr1PhRhHfLeMwYMGJD7npH3441atS9FqNUxY8Zo4MCBsccjFAAhQxvNmjVLIYQWXyZOnCipFDJMmzYtt8vgwYM1ceLE3I4/ZcoU1dTU5Hof+vXrp8mTJ+d2/AkTJmjQoEG53oeePXtq6tSpuR1/6NChGj9+fK73IfVancY6uC55r0MlHm957xmjR4/WiBEjcr0P1Kp9KUKt5r0OlXiOLsI6FGHPyPvxRq3alyLU6tSpUzV48ODI0xWKgJAhstRfTsrbJXx46bONt0v4pL4ORXg5KW+X8KFWbXmvAy9B9ynCnsHbJWzUqo23SyArhAyRpd6EETL4MDDYCBl8Ul+HIjRhhAw+1KqNwc3GnuFDyGCjVm2EDMgKIUNkqTdhhAw+DAw2Qgaf1NehCE0YIYMPtWpjcLOxZ/gQMtioVRshA7JCyBBZ6k0YIYMPA4ONkMEn9XUoQhNGyOBDrdoY3GzsGT6EDDZq1UbIgKwQMkSWehNGyODDwGAjZPBJfR2K0IQRMvhQqzYGNxt7hg8hg41atREyICuEDJGl3oQRMvgwMNgIGXxSX4ciNGGEDD7Uqo3Bzcae4UPIYKNWbYQMyAohQ2SpN2GEDD4MDDZCBp/U16EITRghgw+1amNws7Fn+BAy2KhVGyEDskLIEFnqTRghgw8Dg42QwSf1dShCE0bI4EOt2hjcbOwZPoQMNmrVRsiArBAyRJZ6E0bI4MPAYCNk8El9HYrQhBEy+FCrNgY3G3uGDyGDjVq1ETIgK4QMkaXehBEy+DAw2AgZfFJfhyI0YYQMPtSqjcHNxp7hQ8hgo1ZthAzICiFDZKk3YYQMPgwMNkIGn9TXoQhNGCGDD7VqY3CzsWf4EDLYqFUbIQOyQsgQWepNGCGDDwODjZDBJ/V1KEITRsjgQ63aGNxs7Bk+hAw2atVGyICsEDJElnoTRsjgw8BgI2TwSX0ditCEETL4UKs2Bjcbe4YPIYONWrURMiArhAyRpd6EETL4MDDYCBl8Ul+HIjRhhAw+1KqNwc3GnuFDyGCjVm2EDMgKIUNkqTdhhAw+DAw2Qgaf1NehCE0YIYMPtWpjcLOxZ/gQMtioVRshA7JCyBBZ6k0YIYMPA4ONkMEn9XUoQhNGyOBDrdoY3GzsGT6EDDZq1UbIgKwQMkSWehNGyODDwGAjZPBJfR2K0IQRMvhQqzYGNxt7hg8hg41atREyICuEDJGl3oQRMvgwMNgIGXxSX4ciNGGEDD7Uqo3Bzcae4UPIYKNWbYQMyAohQ2SpN2GEDD4MDDZCBp/U16EITRghgw+1amNws7Fn+BAy2KhVGyEDskLIEFnqTRghgw8Dg42QwSf1dShCE0bI4EOt2hjcbOwZPoQMNmrVRsiArBAyRJZ6E0bI4MPAYCNk8El9HYrQhBEy+FCrNgY3G3uGDyGDjVq1ETIgK4QMkaXehBEy+DAw2AgZfFJfhyI0YYQMPtSqjcHNxp7hQ8hgo1ZthAzICiFDZKk3YYQMPgwMNkIGn9TXoQhNGCGDD7VqY3CzsWf4EDLYqFUbIQOyQsgQ2XrrracQQm6Xrl275nr8EII6duyY6/F79OiR+33I+9KpU6fo59DWS+fOnXM9fiVqtXv37tH/O1b7OnTp0iX3+5D346EIewa1al+KUKuVuOT936kI61CEPaOmpib6ObT1Qq3al0rU6vjx42OPRygAQoaI3njjjVz/UoXqMXToUNa6ncjzLwyoDqyxjee36jF37lx99NFHsU+j1Z544gktX7489mm0yUcffaS5c+fGPo02S33vS/38pWI8HtA+EDJENG3atNxfrorqQMjQfoTAtlp0PJ5tPL9Vj8mTJ+f+VrQ8jR8/PvnhcPr06Zo8eXLs02izlJ/fivI2gCI8HtA+pLtbFABNWPvBUNJ+pNyEwYfHs43nt+pByBAfIUN8hAxAZaW7WxQATVj7wVDSfqTchMGHx7ON57fqQcgQHyFDfIQMQGWlu1sUAE1Y+8FQ0n6k3ITBh8ezjee36kHIEB8hQ3yEDEBlpbtbFABNWPvBUNJ+pNyEwYfHs43nt+pByBAfIUN8hAxAZaW7WxQATVj7wVDSfqTchMGHx7ON57fqQcgQHyFDfIQMQGWlu1sUAE1Y+8FQ0n6k3ITBh8ezjee36kHIEB8hQ3yEDEBlpbtbFABNWPvBUNJ+pNyEwYfHs43nt+pByBAfIUN8hAxAZaW7WxQATVj7wVDSfqTchMGHx7ON57fqQcgQHyFDfIQMQGWlu1sUAE1Y+3Hvvfdq+fLlsU8DFZByEwYfQgYbz2/Vg5AhPkKG+AgZgMpKd7cogOnTpyf9xA+gofHjx8c+BeRs4sSJ+uijj2KfRlXj+a16TJs2Lemh5PDDD9eLL74Y+zTa5H//938LEbql/Pz20UcfaeLEibFPo82K8HhA+0DIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAAAAMkHIAAAAAABotZUrV+oPf/iDpk+friuvvFIPPPCAPv3009inhUgIGQAAAAAArXLppZdql1120bHHHqvLLrtMF198sY488khtu+22OvPMM7VmzZrYp4gKI2QAAAAAALTI0qVLtccee6hv37565plnGlz/3HPPqV+/fho7dqz+/ve/RzhDxELIAAAAAABwq62t1fe+9z2FEPTnP/+5yds999xzCiFo++231/Llyyt4hoiJkKECVq1apf/+7//WlVdeqYsuukjvvvtu7FMCAAAAgFa56KKLFELQfvvtZ952r732UghBJ510UgXODNWAkCFnN9xwg7bddlsdeuihmjVrlubPn68VK1bEPi0AAAAAaLFPP/1U/fr1UwhBt99+u3n7GTNmKISgmpoa/tjaThAy5KS2tlY/+clP1LNnT919992xTwdABa1Zs0YPPPCALrvsMs2YMUPvv/9+7FMCcjNv3jxdd911uv7667VgwYJMjrlq1So9/vjjuuWWWzRnzpxMjgkAyMbs2bMVQlDHjh318ssvm7d/7bXX1KVLF4UQ9Otf/7oCZ4jYCBlysueeeyqEoHnz5sU+FQAV9OSTT2rEiBHae++9dckll+jYY4/VkCFDdNlll8U+NSBTa9as0cEHH6wJEybosssu0ymnnKLhw4frzDPPbNNxL7zwQo0bN05HH320br/99mbf6wsAqLwzzzxTIQT17NnT9YGOn376qQYOHKgQgo455pgKnCFiI2TIwdFHH60Qgm677bbYpwKggt5++2316NFDO+ywQ9nPf/aznymEoFtuuSXSmQHZ22effTRs2DCtXLmy7mePPvqoQgg6/fTTW3y89957TzvuuKO23HLLRj+lHABQHX7yk58ohKDevXvrgw8+MG+/YsUKbbjhhgoh6Ac/+EEFzhCxETJkbG2DNXbs2NinggpbsWKFHn744WYvnpeUIV2nnnqqQgi69NJLy37+xz/+USEEjRw5ku+KTsCCBQt0zTXX6OSTT9b06dO1ZMmS2KdUdda+VHbWrFkNrvvhD3+oEIKef/559/H+9re/adiwYdpyyy21dOnSLE8VAJCxI444oi5kWLx4sXn7lStXaqONNlIIQT/84Q8rcIaIjZAhY7vttptCCLr//vv14Ycf6qGHHtJdd92lhQsXxj415Ozmm29WCKHZy9lnnx37NJGjPfbYQyEEnXLKKWU/XxsyDB8+XKtXr450dvC44YYb9LWvfU2XXHKJbr/9dh144IEaNmyYHn/88dinVlXW1npjQcJdd92lEIKOOOII17GWL1+u0aNHq3PnznrnnXeyPlUAQMbOP//8ug9y/Nvf/mbeftmyZRo8eLBCCPrFL35RgTNEbIQMGXr55ZcVQlDnzp116qmn6t/+7d+01157qUePHurcuTNf21Jw3/jGN7TJJpto0qRJ2muvvcouI0eOVAhBr776auzTRI5OPvlkhRC0ySablP019uqrr1YIQdOmTYt3cjDde++9CiHooYceKvv5Pvvso27duum1116LdGbVZeXKldp4442b/G70tc+FX/3qV1VbW2se7+c//7lCCLrwwgvzOF0AQMYeeOABhRC0zjrr6KmnnjJvv2DBAtXU1CiEoNmzZ1fgDBEbIUOGrrnmGoUQtOmmm+ruu++ue1n0woULNWzYMIUQdNppp0U+S+Thj3/8ow4//PAmX1a97777auTIkRU+K1TaK6+8oq5duyqEoEmTJkkq/ZW2T58+2nXXXXkZeBVbuXKlBg0apFGjRjW47s0331QIQRMmTIhwZtXnk08+0XrrracQgh577LEG1y9YsEDrrLOOevTooffee6/ZYy1YsECdO3dW//79tWbNGi1ZskQvvPCC3n777bxOHwDQRsuWLat7+8Pll19u3v6ee+5RCEEbb7yxli1bVoEzRGyEDBk68cQTFULQkUce2eC6tS8f7dSpU2Zf8YXqMXfu3CYDhsWLF2udddbRFVdcUeGzQgy//e1v694eM2XKFB1++OE68sgjeZtElXvkkUcUQtD+++/f6PXbbbedQgh65ZVXKnxm1WnUqFGNfv6IJL3++utaZ511tO666+qtt95q9jhnn322QgjaeeedddVVV+nAAw/UiBEj1KFDB02YMIH/3gBQpdb+cfUb3/iGedv9999fIQT95je/qcCZoRoQMmTogAMOUAhBJ554YoPrVq5cWfepqnzrRPvyq1/9SiEEvfvuu7FPBRUyZ86cuqBh2LBhvIIhARdccEGzIcOUKVMUQtANN9xQ4TOrTqeffrpCCNp6660bvCXiqaeeUghBQ4YM0fLly5s9zvjx4xVC0He+8x09+OCDWrZsmZYuXarTTjtNIQRtuOGGvKoBAKrUPvvsYz43PvbYY3V/eEH7QciQoRNOOEEhBJ188smNXv9P//RPCiHooosuqvCZIabttttO48aNi30aqKBrrrlGe+21V9371jfffHO98MILsU8LzTjjjDMUQtD3vve9Rq9f+0nafGBVyZIlS7TTTjsphKB9991XL730kl599VXNnDlT3/3ud+tendCclStXapNNNlEIQU8//XSD68eOHasQgg4++OC87gYAoA1Wr16tKVOmqEOHDrrxxhsbXD979mz17t1bhx12WISzQ0yEDBm65ZZbFEJo8oG0tvHiA0/ajwULFvDysHbmpJNOUp8+fVRbW6v58+drwIABdX/Vff3112OfHpowa9YshRA0YMAArVixosH1Bx98sEII+tnPfhbh7KrTZ599puOOO04bbrihtthiCx1yyCGaNWuWJk2apBCCzj333GZ//9133637DJPGQrgbbrih7oNUP//887zuBgCgjebMmaPddttNY8eO1fHHH6+TTjpJEydO1N57763f//73sU8PERAyZGjRokXq2LGjNt9880av/+Y3v6mOHTvq/fffr/CZIZazzz5bnTp10qeffhr7VFABd955p0IIuuCCC+p+9swzz6hHjx4KIegHP/hBxLNDcz766KO6QKixD7Fa+/XEV111VYSzq25r1qzRZ599Jkn6/PPP1bdvX9fXmn322Wfq16+fQgh6+eWXG1z//PPPK4Sgrl278nYzAEjA8ccfX/bV7U8++WTsU0IkhAwZW/sVdo8++mjZz5csWaIQgn7+859HOjPEsOmmm2qvvfaKfRqogNra2rqXj3/58X/VVVcphKAuXbrw/vIqdt9999X9Zf3iiy/WY489plmzZumUU06p++qtL68typ1yyikKIeiss85y3X7HHXdUCEHPPvtsg+teeeWVulcBNfbqEgBA9bn99tvrQvthw4bxh7Z2ipAhY6tWrdJuu+2m/v371700+uOPP9aECRO044478pLPduSFF15QCEH33HNP7FNBBaxevbruw12feOKJsus++eQTde/evcmXhaN6PPvss/rxj3+szTbbTJMmTdIVV1yhmTNnqkOHDtpwww0Zdpvx6quvKoSgb33rW+5vU1n7WRhXX311g+tefvnlsq+DBQCkYcGCBXUfiD9q1Ci98cYbsU8JFUbIkIOVK1dq6tSpGj9+vA466CAddNBBOv7447Vy5crYp4YKOuGEE9S7d2+GknZk7acs33HHHWU/X758uTp16qSNNtqIekjQ0UcfrRCCzj///NinUrXWfmf6DjvsoE8++aTR29x3330NPpNo0aJF6t69u7bffvsGt1/7dbCPP/54LucMAMjX008/rQMOOEDf/OY3ddFFF+mZZ57RRx99FPu0UAGEDDn69NNP9eKLL2rJkiWxTwUVtmbNGg0cOFCHHHJI7FNBBc2bN081NTX66le/Wva4P//88xVC0J133hnx7NAab731ltZdd11tuummfBVpE+bPn6+ddtpJ++23X5NfWfnss8/WvUf3y285ueOOOxRC0CWXXFL3swULFqhfv3465phjcj13AED+PvjgA91333266aabGn17HIqHkAHIwdrvBP7yy+ZRfM8884x22WUXfetb39IxxxyjI444QjvttBOfrpyo3XffXR06dKAp+pJ33nlHzz33nK677joddthhDV6982Wvvfaa+vfvrz59+jT6lqEZM2bo61//uiZPnqwTTzxR3/3ud3XOOefkdfoAACBHhAxADg4++GANGDBAa9asiX0qiOTll1/WnDlz9Nxzz8U+FbTSiSeeqHXXXVf3339/7FOpOq+99pr+/Oc/t+hrWd9991298847TV6/atUqPfroo3rooYf4oDAAABJGyABkbNmyZaqpqdEJJ5wQ+1QAtMKHH36oY445RltvvTUhEQAAQAsRMgAZmz17tjp27Kj58+fHPhUATp999pnmzp2ru+++WyeddJIuueQSrVq1KvZpAQAAJIeQAcjYhGxcRQAACzdJREFU4sWLtWDBgtinAaAFli5dqldffVXvvPOOamtrY58OAABAsggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAABAJggZAAAAAACt9v777+umm27SGWecoZ/+9Kc699xzNWvWLL3//vuSpEceeUSff/553e3vu+8+/eY3v9Edd9yhWbNm6eabb9Y111yja665Rr/+9a91//336y9/+UvZ73zZ008/rVtvvVW33nqrZs2apdtuu63uGHPmzNErr7yS+/1G4wgZAAAAAACtcsYZZ2jjjTfWlClT9Nvf/lb333+/7rvvPp133nnafffdNXHiRO26665avXp13e/86U9/0tVXX60QgkII2mSTTXTcccfprLPO0rnnnqtjjz1WI0eO1KBBg3TYYYdp/vz5Df7dF198UXfddZeGDh2qEIL69eunadOm6ayzztKhhx6q9ddfX2PGjNE999xTyf8cECEDAAAAAKCFli5dqt13310hBD344ION3ubdd9/ViBEjVFNToxUrVjS4fu3vX3HFFY0e/9///d8VQlC3bt10/fXXN/pvnH322QohaL/99iv7+aOPPloXYtx6662tuIdoLUIGAAC+bPVq6Z13pA8+iH0mAABUpf32208hBP3ud79r9nYLFy5U//799dprrzW47vvf/75CCLrgggua/P2bb765Liy49957G1x/7rnnKoSgiRMnNrju6KOPVghBffr00Qc8p1cMIQMAAJL0+efSrbdKkyZJP/iB9M//XLqMGycdf7z017/GPkMAAKrCbbfdphCCdtttN9ftTzrpJD388MMNfr7HHnuYIYMkTZ48WSEEbbTRRlqyZEnZdeecc06TIcPs2bPrAoo5c+a4zhVtR8gAAMAjj0jbbCOFIH3nO9Lrr5d+vnKlNGuW1LWr1LGjdPTRpZ8BANBOff7559piiy0UQtCNN97o+p0333yz0VcyeEOGefPmqWPHjo3+m82FDP/zP//DWyYiIGQAALRvs2aVAoQQpJEjpTVrGt7mgQdK14cg7b67tHx55c8TAIAq8Ic//EEhBHXs2FEvvfRSm47lDRlqa2v19a9/XSEE7bPPPmXXNRcyXHvttXUhA982UTmEDACA9mvevNKrFNYGCLff3vRtd9qp/naTJ1fuHAEAqCIXXHCBQgjq3bu3Fi9e3OTtnn/+eT3++OOaP3++XnrpJf31r3/VY489pkWLFtXdxhsyfPG222yzjdZ84Q8Ca0OGfffdt+z2y5cv11ZbbaUQgg466KBW3FO0FiEDAKD92n33+uCgRw/pH9/n3agzz6y/bQhSI+8tBQCg6A455BCFENS3b199+OGHTd7unnvu0cknn6yuXbsqhKCvfOUruvTSS8te/dCSkGHSpEkKIWjAgAFln8uwNmTYdtttNXv2bD344IO6+eabteWWW9aFD0uXLm3bnUaLEDIAANqnv/ylPDTYdtvmb/+735Xf/kt/MQEAoD04/PDDFUJQr1699H5z4fw/fPvb31YIQUcddVSD61oSMuy5554KIehrX/uaVq9eXffztSHDmDFjdNNNN+mXv/ylDj30UJ111ll68sknW3bnkAlCBgBA+3TFFeWhwR57NH/7J54ov/1GG0lf/M7vZ56RLr9c+o//KF0uv1y68srS/z3pJOmcc0rfYAEAQMIuvvhihRDUoUMHzZs3z7z9gQceqBCCzjjjjAbXtSRk2GWXXRRC0IQJE8p+vjZk+PJnNSAeQgYAQPt01FHlocFeezV/+2eeKb99ly7130IhScuWqfZf/7X++ttuk15+ufS5D5deKvXtK733Xr73CQCAnD311FN1H6Z49dVXm7f/0Y9+pBCCpk2b1uA6b8iwePFirbfeegoh6Oyzzy67rrkPfkQchAwAgPbpxz8uDw323rv52z/3XPntQygFCF90ySX11/35z+XX3Xyz1MjXdwEAkJLa2lptv/32CiFo7Nix5u2zCBn+67/+SyEE1dTU6O233y67jpCh+hAyAADap9NPLw8MrObky69k6NtX+uCD8ttccEH99U8/XfrZokWlVzB8/LH0hQ+qAgAgVY8//rjWWWcdhRA0e/bsZm/bXMjw/e9/3wwZ/v73v2vw4MEKIei8885rcP3akGHSpEktvh/IByEDAKBdqp0xozw02H335n/hj38sv/1220m1teW3+WLIMH9+6WfXXivNnZvPnQAAIJJf/epXdV9lOX/tc14jJk+erBCCTjjhhAbXrf0wx//8z/9s9HcXLFigkSNHKoSgww47rNHbXHjhhQohaC/rbY+oGEIGAED7tHixtN569aHA8OHSqlVN3/7mm8tDhv/4j4a3+WLI8F//JV12mTRgQPlnNwAAUBAzZszQBhtsoC5duuiSSy7RokWL6q5bunSpHnroIW288cbq27evbrvttrrramtrtWjRorpXKBx44IGaN2+eFi5cqIULF+pPf/qTTjvtNPXu3VsDBw7UVVdd1eDfrq2t1fLly+u+2nKTTTbR4sWLVfvlPwCg4ggZAADt17Rp9aFAx47SK680fdsjjqi7be3660t//3vD23wxZLjkktJbMtZbT3rjjbzuAQAAUX3yySe64oor9J3vfEeTJk3SgQceqAMOOED/8i//oj333FMXXXSRFi5cWPY71113nY466ijtvPPO2nXXXbXzzjvr+9//vv75n/9ZP/rRj3TooYfqqKOO0syZM7V06dJG/9177rlHp512mnbddVftuuuuGjdunKZOnarrr7++EncbzSBkAAC0XytWSGPG1AcDjXy9liRp6VJp0KD6kGHmzMZv98WQ4aWXSj+75hrp+efzOX8AAKrIihUr9Oabb+r111/XkmY+h2hVc68cdFq9erVWr16dy7HRNoQMAID2bfFi6ZvfLAUD3bo1+taG2p/9rHT9uutKjbxks05jH/z4zjvSu+/mdPIAAADVhZABAIBVq6Szz5Y23FAaMkS66SbpxRdL3yhx7LGl0OCf/kl69NHmj3PZZfUhw1/+UplzBwAAqCKEDAAArLV0qXTHHQ2/qrKZT82u8/770k9+Uv97115b+tpKAACAdoSQAQCALzvhhPqwoGtX6Ykn7N/561+lu+6SZs0qXe69lw98BAAA7Q4hAwAAX7ZqlbT33vVBw4AB0sMPxz4rAACAqkfIAABAUy66SBo+vD5sGD1aOuww6ac/ld5+O/bZAQAAVB1CBgAAmrNsmfT446XPWDjzTOnqq6U775Q++ST2mQEAAFQdQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJAJQgYAAAAAAJCJ/w/O+BZimgjhNgAAAABJRU5ErkJggg==)
If we are at AD2 (so we have the full-employment GDP) and AD increases (like to AD3), then we start getting larger increases in prices (higher inflation). A higher interest rate will reduce or keep AD constant to prevent this inflation. But again, if the current high inflation is temporary, then the Fed will not need to raise interest rates.
Excerpt from the article:
"Inflation is back. The U.S. consumer-price index surged to a 13-year high of 4.2%
in April, official data showed Wednesday. The eurozone’s figure is a
weaker 1.6%, but still a two-year high. The global bond market isn’t
panicking yet. The pandemic led many distressed companies to slash
prices in 2020. Investors always knew that, as the economy reopened,
some year-over-year increases would be huge.
The prices of most products haven’t changed much.
CPI gyrations are mostly down to a few items particularly affected by
lockdowns and travel restrictions, such as airfares and restaurant
prices, as well as commodities. Excluding food and energy, U.S.
inflation in April was just 3%.
One inflation driver stood out in Wednesday’s data: The global
shortage of semiconductors. Partly because it is impairing production of
new cars, the prices of used autos jumped 10% in April from the
previous month—accounting for over a third of the all-items increase."