Possible futures of the Ethereum protocol, part 3: The Scourge
2024 Oct 20
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Possible futures of the Ethereum protocol, part 3: The Scourge
Special thanks to Justin Drake, Caspar Schwarz-Schilling, Phil
Daian, Dan Robinson, Charlie Noyes and Max Resnick for feedback and
review, and the ethstakers community for discussion.
One of the biggest risks to the Ethereum L1 is proof-of-stake
centralizing due to economic pressures. If there are economies-of-scale
in participating in core proof of stake mechanisms, this would naturally
lead to large stakers dominating, and small stakers dropping out to join
large pools. This leads to higher risk of 51% attacks, transaction
censorship, and other crises. In addition to the centralization risk,
there are also risks of value extraction: a small group
capturing value that would otherwise go to Ethereum's users.
Over the last year, our understanding of these risks has increased
greatly. It's well understood that there are two key places where this
risk exists: (i) block construction, and (ii)
staking capital provision. Larger actors can afford to
run more sophisticated algorithms ("MEV extraction") to generate blocks,
giving them a higher revenue per block. Very large actors can also more
effectively deal with the inconvenience of having their capital locked
up, by releasing it to others as a liquid staking token (LST). In
addition to the direct questions of small vs large stakers, there is
also the question of whether or not there is (or will be) too
much staked ETH.
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)
The Scourge, 2023 roadmap
This year, there have been significant advancements on block
construction, most notably convergence on "committee inclusion lists
plus some targeted solution for ordering" as the ideal solution, as well
as significant research on proof of stake economics, including ideas
such as two-tiered staking models and reducing issuance to cap the
percent of ETH staked.
The Scourge: key goals
- Minimize centralization risks at Ethereum's staking layer (notably,
in block construction and capital provision, aka. MEV and staking
pools)
- Minimize risks of excessive value extraction from users
In this chapter
Fixing the block
construction pipeline
What problem are we solving?
Today, Ethereum block construction is largely done through
extra-protocol propser-builder separation with MEVBoost. When a validator gets
an opportunity to propose a block, they auction off the job of choosing
block contents to specialized actors called builders. The task of
choosing block contents that maximize revenue is very economies-of-scale
intensive: specialized algorithms are needed to determine which
transactions to include, in order to extract as much value as possible
from on-chain financial gadgets and users' transactions interacting with
them (this is what is called "MEV extraction"). Validators are left with
the relatively economies-of-scale-light "dumb pipe" task of listening
for bids and accepting the highest bid, as well as other
responsibilities like attesting.
![](data:image/png;base64,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)
Stylized diagram of what MEVBoost is doing: specialized
builders take on the tasks in the red, and stakers take on the tasks in
blue.
There are various versions of this, including "proposer-builder
separation" (PBS) and "attester-proposer separation" (APS). The
difference between these has to do with fine-grained details around
which responsibilities go to which of the two actors: roughly, in PBS,
validators still propose blocks, but receive the payload from builders,
and in APS, the entire slot becomes the builder's responsibility.
Recently, APS is preferred over PBS, because it further reduces
incentives for proposers to co-locate with builders. Note that APS would
only apply to execution blocks, which contain transactions;
consensus blocks, which contain proof-of-stake-related data
such as attestations, would still be randomly assigned to
validators.
This separation of powers helps keep validators decentralized, but it
has one important cost: the actors that are doing the "specialized"
tasks can easily become very centralized. Here's Ethereum block
building today:
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)
Two actors are choosing the contents of roughly 88% of Ethereum
blocks. What if those two actors decide to censor a transaction? The
answer is not quite as bad as it might seem: they are not able to reorg
blocks, and so you don't need 51% censoring to prevent a transaction
from getting included at all: you need 100%. With 88% censoring, a user
would need to wait an average of 9 slots to get included (technically,
an average of 114 seconds, instead of 6 seconds). For some use cases,
waiting for two or even five minutes for certain transactions is fine.
But for other use cases, eg. defi liquidations, even the ability to
delay inclusion of someone else's transaction by a few blocks is a
significant market manipulation risk.
The strategies that block builders can employ to maximize revenue can
also have other negative consequences for users. A "sandwich
attack" could cause users making token swaps to suffer significant
losses from slippage. The transactions introduced to make these attacks
clog the chain, increasing gas prices for other users.
What is it, and how does it
work?
The leading solution is to break down the block production task
further: we give the task of choosing transactions back to the proposer
(ie. a staker), and the builder can only choose the ordering and insert
some transactions of their own. This is what inclusion
lists seek to do.
![](data:image/png;base64,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)
At time T, a randomly selected staker creates an inclusion list, a
list of transactions that are valid given the current state of the
blockchain at that time. At time T+1, a block builder, perhaps chosen
through an in-protocol auction mechanism ahead of time,
creates a block. This block is required to include every transaction in
the inclusion list, but they can choose the order, and they can add in
their own transactions.
Fork-choice-enforced inclusion lists (FOCIL)
proposals involve a committee of multiple inclusion list
creators per block. To delay a transaction by one block, k
of k
inclusion list creators (eg. k = 16
)
would have to censor the transaction. The combination of FOCIL with a
final proposer chosen by auction that is required to include the
inclusion lists, but can reorder and add new transactions, is often
called "FOCIL + APS".
A different approach to the problem is multiple concurrent
proposers (MCP) schemes such as BRAID. BRAID
seeks to avoid splitting up the block proposer role into a
low-economies-of-scale part and a high-economies-of-scale part, and
instead tries to distribute the block production process among many
actors, in such a way that each proposer only needs to have a medium
amount of sophistication to maximize their revenue. MCP works by having
k
parallel proposers generate lists of transactions, and
then using a deterministic algorithm (eg. order by highest-to-lowest
fee) to choose the order.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAkQAAAE0CAIAAABCSLtRAAAACXBIWXMAAA8SAAAPEgEhm/IzAAAgAElEQVR4nOy915Ncx3342+GkyXlmZyM2IUcCJBWK/CmUTJdll2z52k8u1/WD/wG/6p9w+c0Pdkl+cJm3dC3rSmVLpkyKwQBIAARAAliEzTlMznPO6e778N05GGyc2Z3lBvanqNVi9pwzffr06W/sb+NKpYIkEolEIjnOkMNugEQikUgk+0UKM4lEIpEce6Qwk0gkEsmxRwoziUQikRx7pDCTSCQSybFHCjOJRCKRHHukMJNIJBLJsUcKM4lEIpEce6Qwk0gkEsmxRwoziUQikRx7pDCTSCQSybFHCjOJRCKRHHukMJNIJBLJsUcKM4lEIpEce6Qwk0gkEsmxRwoziUQikRx7pDCTSFrCtm0hBEIIY8wYE0IwxgghlmWVy+VUKgX73OJXafHilNINxxMi302JpA2Uw26ARHIMIIRgjBVFqVars7OzuVyuUqkQQk6fPu1yuT777LPZ2dm33nrrzJkznPN2L67rer1ez+fzuVzO4/EEg0Fd1/dwHYnk64wUZhLJLlBKGWOU0kql8uzZs4WFhUQi4fV6nzx5ks/nX3/99XK5PDU1dfHiRUrpHoRQqVSamppaXFxcWlqqVCrXrl27cOGCy+UCQ1AikbSCFGYSyS6Ypqnruqqq09PT9+7d6+npuX79OqXUsqxSqUQI6evrm5+fRwhZlrWH6y8vL8/Pz3POfT7f/fv3V1dXw+Hw6dOnTdPs9K1IJCcWKcwkkl2glEKELJVKra2tRaNRhJCqqpcuXeKcw5+EEBhjQgj8whizLEtRFDjXtm1CSLlcrlQqkUiEUkoIYYxhjC3L4pwPDQ2NjIwghAzD+Pzzz2u1GmPssO9bIjlOSGEmkewCxphzrihKV1eXZVm//OUvo9HojRs3wuEwQqharTLGOOeUUkqpbdu2bafT6bW1Ndu2Y7FYMpnUNG12dvb+/fuVSuXSpUtdXV0ej8flcjHGFEU5deqUEIJSWiqVhBA3btxIJpOtJ49IJBKEEP3JT35y2G2QSI40YGwJIXw+n9/vf/Hixe9+97tcLhcIBILBIOd8aWlpcXHx1KlT8Xg8n8+Pj49ns1lVVTOZzBdffGGaZigUmp+f/81vfjM7OxuNRimlqqoqigISyzCMer0+MzPz3nvvffrppxcuXBgYGFAURcbMJJLWkem/EskugMcPrKhLly799V//9bVr127evPnv//7v4+Pjtm0rioIQwhibplkoFMbGxhRF6e3tHR4exhj/7ne/W15edrlc8Xi8r6+vt7cX8hVVVUUI2bZtmqZt29VqlVIaDAZv3br1/Plz6WaUSNpCuhklkl0AI0kIYVmWy+W6du3awMDARx999O6771JK/+qv/sq2bTDdOOcvXrzIZDKxWCwSicRisVwu9/nnn8/Pzw8ODvb09HDOz5w5YxgGeCMJIYQQzjkhJJFIJJPJ2dnZv/u7v1MUJZlMJpNJ27adgNxhd4NEcqSRwkwiaQmMcTab1TQtGo0mEok//uM/npycXF1dzefzhmFgjDVNsywrnU5Xq1XOOVhsgUDA7Xbbtg2pIgghCK1ZlgX/hMXRhJBIJKKqqqqqb7/9drVaLZfL0s0okbSOFGYSSavMzs7m8/m3337b5XLput7b24sx1nU9l8vV6/V6vY4Q0nV9cXGxVCopikIIqVarbrfb5/OZpmlZlmVZ4E6EJdggrizL0jQNIQRr1MLhsMvl8ng8kFcizTKJpBWkMJNIdgcWTefz+YcPH/r9/sHBwbW1NdM0z507p+t6oVBIp9OpVOry5cujo6MPHjz48ssvfT6f2+1eWVk5d+7c4OAgRMUmJyfv3r3b29sbjUZ9Pp+iKKZpplIpxlgwGMQYz8zM+Hy+y5cve73ew75pieQ4IbMZJZLdgcKJwWDQNM1MJlMsFovFYn9//5kzZ3Rdz2azsHQ6kUhEo9FAIFCpVEzTXFtbc7vd58+fD4fDhmGoqlqv14UQ4XC4q6tLURTOOcZ4YmLi0aNH2WwWajyOjo6Ojo5CBRBplkkkLYKhOqpEItkVIYRpmgsLC+A8jMfjhmEghEqlErgKdV2H1WPpdHppacnv90ejUVVVdV3HGNfr9VQqlclkkslkNBoFp6IQYmZmZmFhoVarRSKRaDTa1dWlaRqsvD7sO5ZIjg1SmEkkLQEWEpT5gAr6TskPqOjBObcsCxI6VFWtVCpwAKUUIQQpi1ChCj6HCwoh4BioGAJRNEiMlDaZRNI6UphJTi5CbJIGLz8QaAtRsav0wBgzZlOqUEoY44zZiqoSjLkQBGOEUL1eNwzDthmlBPL1EUJcCMEFJpgzDvVEHEElhBCCU6oIIRSFMsZB7HUolVGs/w+v/3+btyuRHBukMJMce/DW075AglNCuBBICIIwYwwsJSGQQEhgLNArW4htObXDxbf+U8NWQ01VQjY2oumT7SytVo5pheYzMcacM4EQppgLzgUXeKNQExhLeSY5MchsRslJw5meKSGcMYVSSilSVNVmCCFEKeJwEEYIC8FfOat1c8iRQMIRd5uMvS2lxQaBt/mYPdtkzedxTghFWCAkGEYIIb7pi/f4LRLJkUQKM8nJhCCkUIVxgbmolIrVatW2LNtmDftJIIwFQoKvz/BtGSmkYT/tYEht6SfccLxzDIcF1C1cdgeab4FzoSjU7Xarhk5cOiEYifVvaRwrkZwopDCTnFAE4pZVr1Symezc3Nz83JxlWbZtYYzWhRlCqEls4G3dldvCWzChSJNY2u74Vo7ZFbzJzYgQioQjoWhk+NyZQDhMEMIIO9dfD6ZJoSY5KbQdM2vF7992I5qu2e519nPuUaPde2lFf9/PdTrVhnav2S7NQkg0EjEUguul8ud37nz++eec84FTA8FgEGPEOaNUwRA123Cd7drc8RYfDBvkmeAik829GB/3Bvz/5zvfOXPuvECIoXW/qlg/HG9OktlXG77Cd3m7Y1q5zr5ikydozjlJ7Msya36QBzFovm600p/7ueZXee5hAaubCSWCsXv37j15/Hjg1MDlK1eisRhVaJNggjm8WQxu7WkUL7MBjzobhDrGxLasS1ev3r51638//FghysjZs5xzjA9QPLeb8HLQwqaVY9od57BAsPXvknw17EuYvZIJts1DbX7wrXAUJt/DGqDtfm+n2nnQE0czX4GAJJQghJZXVu4/fJCIRt/6P/8n3NWFEOK2JZDAGLY92tiM7STZy59HftbCjQSU9YdCCaKKN5nUVOWjDz787NbteKLLEwxgjLiA2+n8LbXrLdhuDmlXKLbLfhRHWEq4/zZIOsu+hFnzQ91uwDUfsx1Hzc14WJUX2n1JjqObseN966TOr4scwSlR6/X6yvKyqmnXrl8P9/aySoUhwYXQdN00TUWhW87j2wkz9KpUO5pgyItsIISwqjVCsKHrPcMj51bWfvvb/15cWBjyebGqCsQ3ZF6+mpey+aNWaR7DsFp8M81joBWhtd11bNve8vNWlOzjPldINrO7MIM1nvDMYFf45j9teUorAqwVi20/19nDuc3vDKXU2bNjVxhjUABiQwNanOhh10enqIRzwXbbvyXbXeegz931snswB2FdmBACli2//PxlXj10oKiWSwvz893J7mgsjhhHhDDGuECmbQuMLcveTjBtYa/tlZepFnzTVcnL65Lt+6H1ZBC4CMh1GDyqqmKMKaW1as1we7r7+7uSiVwuu16jhFLUNKGDKsBtG2NMCRWcUaowzgkle0hIMU0TBv9246Td8bOdwOiUotZue5pfbWd9ofQ3Hjq7CDMYkVBZFcqeNv91P/7ug7Y89nCuEMIwjGAw6PF44E9bLoPdDKVUCFGpVEqlUjQa1XW99dcDtgKp1WrpdBr2EGn9ew/L6mpXq91wPKU0Go3uoSo85yyTziiqEggEN/0RNywzxhkz6/V6raapmkAYYSwQFghXqpV8Pm+ZJiV4y7sQB2B7OevYNjYXd3iTdwzr6jiHDa99Pp/P53W53ApVkECG25VIdAkhoCs2P1eMECGUElIsFMqlkqqq4UiEM45Ie3N0NptdXV0FObqd12Q/3pdmDnr+2e4thuvbtu1yuWKxmMvl2vVSkq+AbYWZU93Atm3YnykSiWwYATs/7J05asIMY1yr1TKZTL1eHxgYgHpCLWpbhBDGWC6XW1xc9Pl8oBS3+MYKITRNS6VSU1NTfr9f07TWqxkdF2G24dyFhQXbtk+fPt22hs759Mx0MBjyeryKqqJGbnlzaxSqUEoIxhvy7AnGuVxuenra0PVQMMg554y9MsMeTFTsq3ThEkwEY7qup1Pp1dW106OjLpdbCIEoxQK7XW7OBG4kMUIrEHKSGhHGmFLCmD03N2cYhtfn0w2DtynfFxcXZ2dnu7q6VFVt5V7241nZjk6FHnZomxCiWCwuLS0ZhgE7z+35WySdYidh5ljQQghFURKJBOwW6BxzkiwzEGawSVXrDkbnOpzzQCCg67qu686HLbYBCtTWarXe3l6v19v6fozHRZg1T0yc84WFBdM0255lBFKpMtA/oGmqqqqOg0y8msXHOUccY7HueXP+ggmu1Wq2bfui0Xg8wTljNmOvzlYdz1p8uYhtq+l1hx7Y8sTdv04gzrnX67FsO51OM84xxkJwxLlpmfV63a1qCGFVVS3GxKuSDBqEEDIMV29vr67rsF9ou1SrVYQQbHCzn6zFTmU87id9fzvAE4MxTqVS9XpdOhiPCNsKM9GErutut9vtdqNXtZXjnsnTfC9Q+Nzn8+FGRfPW7w6uEwgEotEolEVv14euqqrH44HtHDnnlNKTpOtBT0JIkjHmcrk2+KBQC2MJI4Q470kmEUI250II4aSYYwiXvSw8SDZJJXisLpfLMAyPxy24YJtUluOSgr81DfmtKNTn9aXT6XV9FCFkW06ckjdeaoRfkWQYIc45s2xD17u7uzHGmBLLsltxM8JyCIRQvV53uVyBQMDtdoOPoa07OAgrbT/fux1OWMHj8ewQGpR8xbSUzQhPC35ul4l0HGluPwxQECTtXgcmylQqlcvl+vr6DMOwLAttn4W1HZBoszk2edyB23FGEdj3e9jihHP+dGwsEAhG4rH1YlTO3zatndoy1R6wLBshxPkmN2NbrTl60EZ/2uxlltYOGRyO7Ie+opQKLqrVyurqqqppye5uQki7bkbeRLsK2XbD/qBfhz1cXwjBGDtJGucJoCVh5pho6GAW9h4WG+6l+TbbghBiWVY6nZ6bm0skEoZhgOWxh0SJkyfJUKOfnZ8Oe1hXt7S4VKvXw7EIxlsoCo4A2yLB4RW3EkcIccY3TPRHfyXZbmCMEMaMc75rgglIsuY7xhhrupbNZhYWFhRVjcXjavueRtAInZ/tntvu13WEPb+nJ+9VPda0JMxwA3RyV7w7voI9OA0445TQnu7uUCgEewqjPb2ZTsrv5kT/E4Pjxd3DQKKEnj9/XtN1SijflPqx9dc1/e6sFSOEcs4IJWizm/E4A6OHEPqqXw43/YKbumHjAxBCMGa73Z7z589jjFVVVRRqbrOWazuc59u5LdmO3JzjzIRHrWFfc3aKmcHT2qCGnNRJ1plh23bQC6QQwhjzerxej5c39gjegxutldSAE8CeZwGCcTQcxpQKgaAmE97RPYibPGlcCC4EIhgTDMG2E+BX3ABkfFCCLcYaN4gbKZ/Nbtetbx1jbFmW4TI8Hvf66S1n5Dq/7Mcy2/X6EskOHGxk9esATBIE49WV5QcPH9Rq1T04GCWtwDkbe/p0ZmYaFh23XuR+wyx+IiXZRjBCGG+9odpWtw4jVtf1fC7/+PHjFy9e2LZ18K2USDqGFGadgTFWKpUz6bQTDZIuiI5jWXYmnc5mspZp7lA4Q7IHGktxiBA8nU7n83nbltkNkuOE3M+sAwghKKV9fX2xeFzXdSEE+CqlfdZZNE27cvUqIQRqWWGCkezhDoExZrZtYSsQCL722muE0r2tM5NIDos2hFkHneBHFsi4RQ1Fta24l6JQHemEvFL1TrJ/wNKlhCDOXIaBX5Z23G1pGiYYYwTRMmnJ7ch6RJxxhJCqqmi9RujJDJB3kObkOPnWHy7SzdgBoOjX7Nzc559/DhUB5LDuFM2ThW3bd+7cmZqehk1eJJ2FUKrreqFQ+OLLLx8/fiyEUJS211xKJIeFdDNKjjQvV/NgDEtxheCCC6IQxMXLCoOS/bHugSAYE8xsGyFk2zY+4NIbEkkHkcKsAwghFEXp7+tLJrsVVd3DcmDJdjhFFjBBhJLrN65jQi3b0hXavH5qgzyT4q1dYDGJZZqBQODK1SsYE6pQqHolkRwLpDDrADazkUAcCacA7t4qXEh2hhBCNA1hjDCxbRtBAh7Bwkk/bwixk59532ksyyKYYIqF4JqmIoQQJhy2EmiqnXJo7ZNIdkO6ETqAqqiU0qXFpTt375TKJZmX30FIA4yxzdgXX3w5PjHBOVsvldLYlHL9Pznd7gNMsKpp+Xz+i4dfPH36zLJtRVEQQkjgE1DpS3LikZZZB2CcIyG224ZRsh9eboZCMELIZvZLxyP8n5ACrAOs72PABWfcsi2ZYiM5dkhh1hk45/F4IhZPaLouUxkPCErp+fPnCdm4fYxk/0AKrmmZfr//3NlzsMWprAovOUZIYdZJYC9EjORs2zFe1v3j62mNGGPS/jY9kp0RQggO2xpwQjtWI1gi+cqQzoQOQDAmhCyvLN+/f1+uMzs4TNP84uEX4+PjrOVS7lKnaBFQv3Rdr9Zqjx8/fvbsOdvT3n4SyWEhhVkHgL0QKaG4hW15JXvGZbh0XVcUqlCllY5uri8saR1VUVVV+mwkxww5ZPeLQAhjgjBOJBLhSBhqM0rj7CCgCr1w4QJCSHCGCd3d7BIvK+vLh7EzMFzr9brLMEZGRhBClBDO2MsEUSHtXMmRRlpmO9GSTMJIIMQ4M03TNE3OOaSJcxk87ywY2YyZpolBe9j98K+dZbafSC3GmFCiKBRjYlsW7PPpbNu95UYyEsmRQgqzDgBJ+al06tnTZ5ZpKgrFCClUWr0dxrSsx2NPZqan25tY5SqpFoBNdylVqtXK1OTk1OSkZZpogwz7migFkuOJFGYdAGMihFCoous6IdSybCRLaHcagRAmGJZD4QOusvT1TUYlGGNCFYUqCiGkFQt4DxzBV+MEPPETcAv7pDPWw9c8RATDKB6PJ7uTCCEhOONfi7H1FT93wzCuXr2qYYpx67tMI9RmuOfoP7iD6HbYgY/btsvlOnfuLKUKoYe5wmTP9/g1n4uOAh15BHu4SGc0L2dvZfjFKUGk67qqqlCLyPlc07RWXhLRACGkrOuJeOcNxpxTMMaWZTkbsH0Fgxu2MTNNixB6oKt6CSFObyuKouu6oihwp7ABG+ccPofjW7l3p1fhmi02vnkPp/3f73ZXcLaAEUKYpsk4h9zRAwVjDENXVVXoYfipKIozwmHvShiWlmW1eGU4XtM0uFSLIxO/yj7H83bl1jhbf19sm9XrdSEEO5iudtoPLVFVFdqjaRpMDjCe4fN2b9Z5OwzDWC/H1QJHX4PZAWfidf5JKYXhCv254e5s23amYkVRKKW2be/cz5RSSqkzq+y6mt7p+VYen3M1Z1tjSukeBnnH4jrOd9frdYSQqqr1et00Ta0BQqhQKKysrLhcrlgstusSFmeuZIyZprm2tmbbdjgc9vv9251CCIF5GSYj6BHLsjo4Up1JH2IMzoeWaS4uLebz+dOnz7hdLpvZIN46Dkgs6GRd14vFImNM0zS3260oim3blUollUrVarVYLOZyuVq5dxipxWJxbW1NUZREIgFjcbvxBPJSVVXLslwuF2PMtu2vQCM2TWvyxYug13fq1KkD/SKEUKlUsiwLXvVqtQrqlM/nUxTFNM1KpZLJZIQQ0WjU4/FomtbKvRNCbNteXV2t1+vBYNDv91NKGWPbPSNH7cMYm6bZKc1MoQrfaj4ilGCMS8XizMy0YRiDQ0O64bYPMo+pXq9zzimlnHPTNCmlbrdb13XQRNfW1lKplN/vj8fj7V52dXVVVdVoNNr6Ujl4fdq/icMHVFiQ/bVarVKpcM6DwSAhpF6vb5boMDkvLy9blhWLxfx+/65Sv1gsrqysIIR6enockbYD8L2qqpqmuevBzjOilIKU3duD6HCSAsa4WCzOzc3Ztg26bbVaNQwjmUwGg8FCoXDr1i2Px/O9733P5/OhhlTYecKF2eT+/fulUun111/fQZiBeqIoSrVahfdBVdWO7P6+oYXNkgxBLEehuq4bhrH/79oZSmmtVltcXMzlcrZtu91uQohpmj6fb2hoyO121+v1sbGxiYmJP/iDP+jr60MtTH9CCNu2U6nUzZs3DcP44Q9/uH5f2+yfqyhKvV7PZrOZTEbTNL/fDw9lu+NbxFEht5u1McZUUQilOxTFJx1SXGq12uzsbLFY1HXd4/HYtl2v1+PxeE9Pj6qqhULh/fff9/l8b7/9tsvlav2yxWLxyy+/XFxcfOutt0KhEGoM2u0OzuVytVpN1/VgMAjPuvX3vHmUipcfMtMyTWYTTLh42V1CCIVSxjkm2ON2K6qKMWHMPog0RtLYK7xarc7OzpbLZZ/PBwNbVdXu7u54PM45X1hYuHv37sDAQLvCLJ/P3759Wwjxgx/8IBgMtnKKZVmVSgUh5Pf7j52XkjEG8imTyayurlqWVSqVfD7fqVOnQqHQZgcApbRer3/22Wdzc3N//ud/7vP5MMa2bYNQ2XJA5nK527dvFwqFv/iLvzAMg+y20Z0QIpVKeTyeHabEzeqvZVnlchljDFp4u2v2OxnghS6o1+t37979l3/5l6WlJa/XW6vVPvnkk48//rharaqqmslk1tbWNpyy4Z/NdjHYWIqi1Gq1bDbLOd9VLyiXy4uLix9//PGdO3dWV1c7YpbBgCgWi+Vy2bKsDc/AtixCaHey+9zZc4ZhcCEOyCxDsGUixrZt//73v//Nb35TKpUMw1hZWfn1r3/94MGDSqXidrsrlcrCwoJpmo5javN1mj8khKiqihByXgbRBNr0mOr1+tzc3M2bN3/729++++67d+/erVQqqqq27jfbsj2c80qlUigUNl8HY0wwdrtcFy5c6O3r22VC398TBy8imKo///nPf/vb34KOOTk5+T//8z9TU1OEEMMwVldX8/k8mMUtjjHwFlQqlXQ6jRACT+PmecG52vj4+M2bN3/xi1/8x3/8x4sXLyzLcsRAW6O6uSu5EOVqtVqpMsY2rPEXQnDGfV7fmbNnBwdPQTZT69+y5S3s/CfLssbHx//5n/95YmLC5XLZtn379u333ntveXnZ4/EQQgqFAsiYnS+14esURclkMqlUqkU3o6ZphUJhZmYGxtWxczmC22Bpaenzzz9fWVnRdb1er9+7d+/FixdbDhXbtsHBkE6nQRUWQuwgOcDNXqlU1tbWTNMEVznaZvZGCBFCMpnMrVu3Hj16tPlqzWc1n1IoFObm5j744INPP/20Wq3uKi830zFh5gSr+vv7R0ZGotFoLBbr6+v7xje+EY/HP/roo9XV1Wg0Go/HQRo5PQK35PjNQVw72gGEiCil4M9BDTemE0JrbgPnHI5fXFz88MMPHz58CJ73VtoPXhfGGDxUTdPApwwqz/j4+K9+9avbt2+DteeYw05o0LasUrmUzeU4ZwRjSgh55ZBtgUu11dUej6evr29wcDASicTj8QsXLrzxxhu6rt+/fz+dTrtcrq6uLli77YgE+AqYPVGT0oAae6xgjKPRaHd3N5i2TvRiS3/jzMzM3NxcMpn8zne+k0gkfv7znz99+hQ6f2fBCQ4liDA5fQgJirlc7u7du7/61a/GxsZKpRJ4Pl9+LxeCC8s087lcuVKmioJJUxCJNP5renUhhrihJU6Bxx0AR67X6x0cHOzr64tEIt3d3ZcuXbpy5cra2tqtW7c45+D7MgxDVVVwlDmxYRiTzhgmhCgNOOculysUCrndbohbQCc48TNn8FuWNTExkclkbty48f3vf39+fv7jjz8GZa5F8xfGs6IoVKFYVTDGqqYVCoXbdz778KOPpqan1rurqRsZ5wghy7ZyuWyxWGTMhrep+bvwNjTrPfD7dmGV5oBZV1fX4OBgLBaLRqMDAwPXr18fHh7+8MMP5+bmOOeRSCQSiVBKLcvSNM0JpKHG9N08mEHhgEFrGEYoFDIMQwgBg3mz0gCxYcaYruu5XG5hYQGcnMdOkiGEhBD1ev3WrVtzc3PXr1+/dOnSm2++OTo6KoSo1WqOn8PpLjB9kslkV1cXdBq8axAvQI3BA50Jr4Ou6729veAbqNfr8HqiJmeMA1wf5kmQlND/jDFHZDo6GUIIwnuMMcbY5OTkb37zm7t377Y+bzfTMTdj8yDw+Xx+v9/n83m9XoRQIBDYHMuF0ck5Z4xVq1VKqcvlclI24D0Hy1dVVbfbDdEF57vg9w0DFGJmbrd7dHR0ZGSkVqvZtt1i5W+nlyml8BpYlrWwsDA7Ozs2NvbgwYOhoaEf/OAHHo9ns2mIBVJUdX5hfmlp+c0339BchmAcIcRb2KgXN/JiWnyLnMhtMBgE/4zX6/V6vbqugyTecB04HoITCCFVVaFDHHkGpp7zwkPfwlOAp7NZuTMM49SpU/F43OPxKIryySefLC8vl8vlVhxuMPWDliCEAFtwcXHxk08+yeVyZ8+eTSaT4XAYHrdzO5CLX2Xs6dOnkXDkzJnTCBIaMWrsZYbgXwRxRCk8R03TFFVBlCicYkqpQhWFtmJtCCE0TQPBo2kadK/P5zMMo16vM8bgETjzKSGkVqtBdBYeBIh2UAXq9TqE31wul6IozmCG61iWBQEGGL1wTUVRIpGIy+Xq7e3t7+9//PhxLpdrZXg4wFdrmmabZmp5eXF29tnjJ58/fOiOhb/9ve909/T4PN6mG0aIc7BoK6nyi+cvFFW9fOUK0RSdkMYgFgJtMZ43KNrOaHE6ZxVNx+sAACAASURBVGcCgUAgEAB/lNvtjkQiMAKbT7dtG3oG+hnGpKZpoNc6ITfGmNvt1jStWq3CawU/4TobYpMQooO47+LiYrlcPnXqVOsJI0cKcD5ns9lnz54Vi8Wurq5YLPbaa69BWoejJMFPGGZgbIHAAJGjqqojVGA0QuwNpB0MXXgfXS6X4/VBjawNEGAgFIUQkUjkypUr8NTgIowxCP2AjNQ0DcJpMP9gjD0ez9mzZ7u6uliDdvvhQB4eBBhWVlbGx8fT6fTq6uo3v/nNWCwGsgpjDOMPYrylUgk8S6FQqLu7W9M0y7JWVlZyuVyhUMAYDwwMJBIJ1JDhtVptYWGhVqsFg8Gurq4N8gw6q7u7u6+vb25uDm2Kb+0A9GmpVBofH8/lcnNzc1NTUx9++OF//dd/DQ8Pv/XWW4lEolKpQM7Fy7MQIpgghEqlUrVaWVtb0wsFWKADs+2uqKqazWZbzIiDKR56L5/PLy4u6ro+NjbGGLt69arX690g5uv1eiqVAqVeVVXoZEJIsVjMZDKZTKZQKIB7HewwGHZra2vLy8sIoVgsFg6HN7QhmUw6CZPBYDCRSOi6vrN96ah4qOGFePLkyerq6vz8/LNnz95///1bt2796Ec/+tGPfuTz+QqFguPLXdf1YONNxmq1WqFYWEulMCZQe0UgmGLXJ1yCmKGq+Xw+n89bppXP55lCK2adEFIqFm2b0Rbc/dDPjLFarZZOp2dnZxFCDx8+jMfjr732GiHEkfcww0J4vFarmaapKEp/f78ThwC/ejqdVhRlYGAgEomAdQV+nrm5uWw2m0wmI5FIs/eGEBIOh6Hn5+fnQ6HQhQsX4vH4Dm9487nQwnQ6XSgUctnMwszM7IuJ+x/fevT48f/1f/91d7zL0PWV1Bo3rZc1PgSCXPxMOl2uVDDGa2trqqbzhgQTggskBNrCA+z8DtEa0c4e67Zt12q11dXV6enpYrH45MmT73znO6dOnYJbgNkQTId0Op3P523bzufziUSiq6sLZtVqtZrL5dbW1ur1OiFkdHQUrC6YZ4rF4sLCghAiGo0GAoHmpwxjcn5+vlAoMMbm5uYMw4AHtGdv+aEAltO5c+cePXr093//93/zN39z5syZaDRarVZXV1cXFhZisVgymazX61NTUyC2E4kEBCmXl5dLpVIqlUII9fb2JpNJ0BJyudzKykqlUsEYnz592uVyCSEqlcr8/Pzy8nI+n08mk/39/RASKxQK8/PzxWIxHA4PDg4qipLL5ZaWlgKBAGQ8TExM5PN5n89nWVa1Wg2FQkNDQzCBQG+Dktfd3T0yMpJOp4UQTgyvdTqfAIIQAt9LJpNZWFiYmJhYWVm5fv26z+eDfF9Hacpms7Ozs+DSGR8ff/Hixbe//e2+vr58Pg9dU6lUarWaz+eLxWKgL4A8n5mZ0XU9EAhsfmdgBgG7u638TsfBmM/nZ2dn79y580//9E8Q20AI/eVf/mV/fz/ksG0Y6zCPgj6SSHSBYIY/7ZCn4AAyJpvNgpq5K45Xh3NeLpdTqZQQAjR3r9frdrs3uwSz2ayu6zBwfT6f2+0OhUIrKyuLi4uVSsU0zZWVlWAwCFMnOFFXVlaePn2aSCSSyeRmFdtZDGCa5sLCAniPW0+0EUKsrKwsLCz87Gc/++CDD+DGz58//9Zbb8VisUwmA1XBIBVqfY6G2RbjeDxuM7aysoIxFghKe7ximamUGKqSzWQymUxZK6+trVWYXTHrAqF0OtPWnpPQ1dA/pVLp+fPn4BCjlELkAA6DcEsmk/H5fKAD1ev1CxcuKIqSz+cnJiYYY4VCoVgs+v3+WCyGEDIMg1IKEh2S7tCrUsFxCq2urt68eTOVSvX29sKfHHfuBu/fhivYtj09PT0/P/+7//7vjz/4gNdqXkTf/vbbr1+/7vN4VlZXLcvCXDjdIRjHCFFKGbODwaAQIpVKE0LFyxXqAoTZds8UIWSaZqFQAP9Si68eTFv5fH5lZQXc15cvX47FYo5RBao9qBTVatXtdqdSqdnZ2XPnzl28eLFarabT6YWFhWq1Wi6XS6VSIpFwNAOM8fLy8uPHjwOBAHSyg2N8LC8vx2KxVCr12WefhcPhSCTSSrOPFPDcL168mM1mf/azn/30pz995513vvGNb8RisUKh8N577125cgUG3tjY2L179/72b/82mUzqug49TynNZrNTU1MzMzPvvPOO3+9fW1ubn5+H1OilpaVwONzb2wsGXDabrdVq0KV/+qd/mkgkMpkMjLTl5WW/3x8MBmOx2OTk5O9+97s33nhjZGQkl8t98MEHc3Nz3//+9xVFGRsb03Xd6/X29fWBwgFCAULmICPAdmxXpTgoy8wwDJ/P19vb29vbe/v27SdPnkAmmOOIqFQqjx8/zmaz169f7+/vDwQCv/zlLz/99FPbtldWVkzTvHz5MgRmA4EA3JVlWXNzc319ff39/eDj2qADOjcPanVbSfnOkW632+PxXL58+cc//jE40LLZbLFYBPUHNJENU4lgnBJSLBWrlarf79c0jdkMU8Kbj9n+wUBUoFwut9hOx6gPBoPxeHx4eFhV1Y8//vijjz6KRCLJZBI1LIaZmZkXL14Eg8Hr16+rqnrnzp3bt29jjM+fP//s2bNEInH58mVK6draWiQSgWkFBDZj7MaNG8lkEvSSzVMneInX1tZmZmauXLkyNDSEN4Uwt7tZQgjI3Xfeecfj8Xz66afFYjGfzy8sLDDGYCZ1Fsytf6NAGCHbstKplK7roYaxuG6ZNeoIYiQQZ7pCzUo1FAq5XW6/3x8IhQyzjikpFou1Wo21aalHIpGenh6whu/fv//xxx//0R/9ka7r8Fcw3R48eHDt2rUrV64Ui0XLsv7zP//T7Xb39PQ8f/68WCzeuHFDVdV0Og2eSV3Xq9VqNpullJ46daq/vx+CwRCWF01Vqkul0uLiosfjef78+e9//3uv1zsyMgKPaUNTmwNRzi+xWMzj8WAhrHJ5fnyynsqNj4/n8vkRXfNHo8ViUcPrAhkjRAkVXKiqUqmUy6USxjgciSBMbcZ2djM6HYUQqtVq1Wq1Wq2CENp5MnJc2YZhRKPRU6dOQabokydP+vr6bty44Vy8Wq3eu3ePc37u3LlTp07lcrl//dd/zWQy4AR+9OhRIpE4f/58rVYrl8ugk3HObdteWlqqVqtXr14NBoORSKQ5TZxzXq1Wx8fHhRAwrYPlB/IStePROXTAKxuLxf7wD/+wt7f33/7t3/7hH/6hUCj8yZ/8SSAQYIxlMpl6vR6NRi9dujQxMeH0PKU0kUj09PQMDg66XK7PP//8yy+/vHTp0vT0NELo9ddfxxjPzMzE43EnytPV1TU6Our3+//3f/93ZmYmGAwuLCzkcrnXXnttamrq/fffP336dDQa9Xq99Xq9UqlA21wul8fjOX36dCgUikajn3322djYWG9vL8YYPPAIIXDLO75QR8Khll3WByLMoFmQUOB2u4vF4vz8/O3bt3/84x/DXIwQKpVK9+7dGx0dDYVCiqLEYrFEIpHP5+/du6frejweD4fDbrfbMVRhOrh7966u69evXyeEQKSt+Xub51yYNB07Ztc2Q5BMCOF2u4eHh69evfrNb34TPKXvvffeu+++G41Ge3t7e3p6Nr+oYBcUCoXFpcX+gX6/z28zhjFuLgm4XRtgyrZtu8WgiBNoRQipqur1eiG4IoT4x3/8xwsXLoBqCSrP8vLy4uIiBMMppb29vT6f786dO36/P5vNDg0N9fX1FYtF8N9WKhVN0x48eBAIBL71rW+By9cZ981tAMsMso88Hs/FixfD4TAEKlq5BcZYLBYbHR29fPnyn/3Zn01NTT1+/Pjdd9/9+OOPL168+MMf/tDv94OFvW79NNyI9Wr12bNn4VBotKFlb3AzYiQEtwxV5Zbtcrl8Xp/f7w8EAqpZFxi5PW6b2bu6GZsBOzUWi/l8PlVVV1dXHz58ePny5VOnTkGnmaa5tLRULBbBwWsYxtDQ0CeffALrnDKZjMfjgRU/kJIDqxrA3nr77bfPnz8POhmEfDaYXB6P59y5c1euXEkmk7/85S/ff//9ZDIJkm/X4UEISSQS/f39N65d+5M/eGd5eua3v/j//p+f/7///LOfdp0evphM9PT1EpsTgRBadyNijCkhq6tsdmZG07Tevn6fP2DZdlvCLJ1Og8O8lfcOgrKg3IDPwDTN6enpmzdvgikAh1Uqlenp6Vgs1t3d7XK5NE0bHR394osvlpeXA4FAKpU6ffp0LBaD2KSqquChev78uaqq3/72t/v7+1VVrdVqzZ5wVVWnpqbu3Lnjdrur1er09PTKysrjx48JIcPDwx6Pp3U9+NABTUsI4XK5rl+/3tXV9fOf//yjjz4aHR0Fzzb49yilXq8XpgJH19c0zTAMr9c7PDw8OTn5/PlzXdez2WxXV5fX67UsC/RU0zTBRIH1kb29vS6XK5vNIoQGBwf7+/vBJwzfous6LNeB8BgsbnG5XGAf5/N50AXRNnm5orHCqt2w2YEIM2iHk6oABv7KyoqzohlU75WVleHhYbD3EUI+nw/y7+GUarUKqw3gVeecR6PRVCo1Nzc3PDwciUQ8Hk+tVtvw1U7XOPkOTqB4V3Bjf0JQJQYHByHb6rXXXvvBD36Qz+cfP37scrk2+CsQQpqq1mrVQDAwPDysa7oQQqEUE8hQeJlct0N3QV+10kjRhJOJAK2anp5eWlpqjp1ADAPC4zDCIpHI8+fP0+m0k7akKIphGBCbpZQGAoF0Oj05Oenz+SKRCOQmbLaAYYUQ5/y1115LJpMQQ2rl/Xey7GDFBcz1w8PD169fn56eLhQKExMTZ86c8Xq9zelM4Gb0eL2nBgbc7k0TjWOZCYQJxZoG1R+oQlVFpZqmY2QxRjDmjFt2S7FJJzsRclVA841EIsvLy4VCwRldEAOAPCPoUpBbnPNisVitViEG7PV6YQaBTg4Gg/l8fmZmJhqNDg8Pw4aum9O3YPbxeDz9/f1erxfCUS2+4dDDhBC/3x8LhuLBUDGd6xo8VdHoajY9PTt7/tw5+mrtRYVSoqp+v3+gvx+tJ/RiJ19GICTw1o5zZ0oihDg+RnAP7tBCeCPAxAe3LZhofr9/cnKyOQWcMba6uurxeJyUY7/f73K5wJkBEVaYQzVNcxKawG6empqCONCGMVMulzVNg8AbrHIDs0DXdWeqPUaUy+VKpeLz+SAc9c477/z0pz99+vQplKeAUC56dSUoBMhBXYOL+Hy+SqVSKpUymUxXVxcoxJAbAg9U0zQn0IUQqtVqkERTqVQmJyfn5+ddLhdodZCBBU/WcdejhpKNEFovsrppMZmTQAtB07Y6oZPCzBkB9Xod/NelUgkh9OLFi3q9PjQ0JJqqXiGEdF1fWVkpFouQEYsxDgQCQ0NDz58/v3//fjQahUkT/so59/l8IyMjpVLpk08+OXv27NmzZ2HsbtmYQqFQLpdB4W2x/RD1gePhGaiq2tXVFYlEent7l5aW8vl8syxx3muTmwpVuhKJ7mS3aZo2szEmzGJK0/S0nTBzOm0PwqxWq5VKJZg0Hzx4cObMmf7+flD/cSOJACEE0V2v15vL5VRVvXz5cldX1927d4PBYG9vL6ygBEuIcz48PHzt2rVnz57Ztn39+vVoNArLm5rbX6vVnjx5kkqlwD+cy+VWV1cVRenu7t61/c4MBXocIQTs756enpGRkeXlZVj1skV3CcQ5HxoeBg8SQuBVRE7MDCOEkVAIRozblgXHc87Ry4xkWC/RUlQZEhNKpZJt25AgkMlkZmZmuru7IVjLOa/VaqBJQL4SmGuVSsUwjHg87nK5crnczMzMuXPnRCOgDeVsQqHQ6dOnOeeffPIJ53xgYABeaSfR1Jlu4OkUCgVwcrQ4SOBS8KUEIaSqAiNfMHA5ejVxerjCLMuy69WaqhuNWCMSCNmMCdtWNa1/oB8hxLgwTZO/NMd2t8zAvd/Wai3GWLlcrlarCCHIFJicnIS4VzabhckOshxzuVyxWARXDUQoI5GIbdvlcnlmZgYymCDyDZLp7NmzFy9eHBsbu3nz5rVr18LhcPOgAtfRG2+8Ab9DXLmnpwfeCNSaZXl0KBaLExMTHo/njTfeALne398PWcHO04FcMEivAOdtJpPJ5XJQKgh8LRDBefr06cOHD0dHR91ud6FQgLxHMFHgUqAxuN1uVVUnJiYeP34M6esQLoHsSjjGcY9ZlmWapmVZjgfC+WvzjaTT6dYTCDbQYcuMMQZTG1Sump+fZ4yNj49HIpGrV69Wq9VisYgQgmD4d7/73UePHt27d+/8+fOQiTQ0NJRMJjnn77///s2bN8+ePcs5B424XC5nMpmRkRGXy/WLX/wC5uXu7m5HsDvBBljcVygUUqnUwsJCJBJpLhqywzsGL6GTcgnaBzwSl8s1PDzsJBw64wMsBiEEEqJULNXqdbfbrWoa45wQKl4tmNaRHgapk06nIVFibW0Noq/pdPp73/tef38/QghWdufz+YGBgf7+/mw2Oz09nclkJicnDcN48803I5HIyMjI/fv3LcuCtWWw/q9UKnm93p6eHoiH12q1b3zjG5ur3bx48eKTTz7RNC0QCDx48CCbzeZyufPnz/f09DjH7BovgbIFTidrmgb5e1sKM4EQFojZdiqVUjXtlbS0hpsRhBlGHAmOhMAICS644M2N4Yyz1ipoFAoFyAaEDC5d1589e1av1998881QKJTJZCBybppmf39/MpkcHx83DMPj8ZTL5XPnziUSCY/HMzw8/N577928ebO7uxtmz3g8DmlNUJzl3r17YK51d3c7S9ZAIkLkGFKfVlZWotHoxYsXd46Ki6YVRU6QQ6EUUSoQsjnXFaMnnlDcRqVSJRgLxjlZt2gRRAcoKZdKqUJeU7VAMMgYJ5Q6KbnbfbVoJHbiFvwQqPEugFxPp9OMMUgh5pw/evQoHA5/97vfFULkcjmoIuFyuS5fvvz06VPI2gV/18jIyOjoaKFQGB0dffjwYaVSiUajwWAwGAxCiRaY0AuFwgcffJDP5996661mnwoYJRAegyAf2NlutxsWYLToaTgKQFgHFMFEIoExnpyc7O3tHRkZ0TQtmUx+8cUXoVBodHT06dOn+Xx+fHwcPOcul2tiYkJVVZ/Pt7S01NXVNTQ0BPGUhw8f/vrXv+7u7jYMo7+/H8IQjLF8Pg9us2q1WqlUcrnco0ePHj169K1vfQvcIfPz80NDQ+CuyGaz8JQdFwXkl2azWbfbnc1mm58IKIuFQqFWqy0tLYF/rtmU3BX6k5/8ZLu/ORIVVKTmGWS746E2RKFQiMVibrcb0u5BA4rH4/l8vlgsejwe0Kri8ThEwgqFAuieiUQiFApFIhHDMObn59fW1iDzW9M0SC7v6emBinbgzQAXsPPt8AskPqmqCtdRFKU5uXy7AQpqHaSiQhhvc1DdsSxfntUI13DGFhcXJycn4om4puvrJStaeBK4kUCcy+VCoRD4mnZ4iwghuVxufn7eNM1wOGwYBkQphoaGLl261N3dXS6XZ2dnvV5vIpEIBAJdXV2maS4vL1cqFUJId3f3wMAAyCHbtqemphBC3d3d0Wi0VqvBFABr12BNj2EY4XB4wxw6PT0NlbRAdcjn86FQaHBwcOdwDtwXuJe9Xi+ojc1/gll4O98URsi27YcPHlSq1Xgi8WqZD0eYISwEpaRaLM3OzKiq2tPX6/J6GecY43Q6Xa1WvR6Pz+fb9fXIZrOwkDaZTNZqtWKxiDG+dOnS66+/DtmnkG0PWc4waeZyOTDLLly4AAGDcDgci8Xm5uZWVlbcbndvb6+mablcjhDS1dXllCIjhHg8HuhziBbUarWnT58+ePCgXC7n83mEEKzAayVZmVIKbgmfz+fz+SghlNJ6ubw4v6hqWjyZVDUVI4yRwE5uJ0Z4PXyrZjOZF8+elUslfyCo6VojXRchhLazzFBjrgA1q1arQXnPbR8lxiCTVldXofqi1+vN5/OZTCYcDn/rW9/q7++HaadQKITD4Xg8nkwm3W63M1eEQqGRkRG/36+qKhS7mpmZYYxBtg5Msl6vNxQKgRldqVQ8Hk9zWazmVyyVSoF/yDAMwzAgT2cHIxjOrVQqMB07GWqHBaT+KooCJsTa2hoh5OLFixAshAquy8vLENP1er3BYBCaDX8CvU3X9dHR0Z6eHsMw/H6/YRgzMzPlctmZQ1ZXV71ebzKZNAwDHk0wGOzr6wuFQmBvxWIxmG8hQmnbdjAYBM9NpVKBLEfI6SuVSh6PB9YXwi2AxgaOSlg2AMpfW/2Ad64WQwgpl8uTk5OEEHBh7frYnKV2opGTBvNjpVKxbRtSOcDWcblcmUymXC7DOnwI7YJ+RAhJpVLO56ihx0EUzbZtMJLg/d/QAMuynAgQqKjNWeM7CDN4YBjjwcFBwzCcUg5okzx7eRasf+KcM1auVGq1WiAY1HSdo5c5aTv3GHiiFxYWpqamIKdINOWzbdlOzjlojo5/GUQLQsjtdjsZZcFgEPxUUDMXNAA4Ehak12q1fD6vaRqsBIflwEIIcItDGQ6IAG2YQ0FHc2qXgEceAsvOMVu2H8J4Dx8+TCQSIyMjMEhQk1W9Q6AFC8Rte3V11eP1eryeZm9hs2VGBFc1Jb24/PGHH7lc7te/+Y1wsqtuWwKhZ8+fp9PpRDze3d3NGdt5MFuWVavVFEWB4QSLRp1AWrlcLpfLoNpD1KdYLMKABz+YE6JwBCFE2jHGsE4RLmiaJqwhAcEmGiUSLMsCBRY6GVYWO52zcyxK07T5+fnV1dWenp7u7m6NUk1Vs8srDz67q7vdl16/YXjcmxOUwMFACbHMej6XJRgHgmGECaHUcTNywXcQZqD9PHv2LJfLXb58GQKx2x2MGgmH8KrCHYFj38lqg2HsdrtdLhd0DjgkobugPyHtCFLGIQRrGAaYek4UrV6vg2XQvKi/ed6oVqvg9IboNbz7OwgzaMza2trk5OTZs2f7+vqa54qvHseLWKvVYGaAZHLwHGCMS6VSuVwGSQa+Phh+nPNSqQTj0OVyNRcrB8sE1qGD8pdOp6G0BUw4AKyCyGazcAXUSJIELY0xBueC7uLUbYFUOycChxpheGcBNeS4tltWt8NuRlg0BnqNk+4B0QVH/YQUJiFEvV73eDwgnJ16Ko5bFhZGgPsVpBqUa2OMwc4FW74qMGuAC5g06lnsYTH5BpqH6cuppGGWUUIE5z6vLxgMMs4ZszGlB5TaC70Kcx99tea647tTVdXv9zteU+hzp2YS+PEwxpBCBk/Ksix4EM6M6Zi8cJ3mHgAbvbkIU+uVVrZDNFIbdnDvQE0dgVCLSRx7BmZV0HbhBUONnoc3GbTX5iqd4Mp2NAwoMAGaSiwWa747p8Q2PEF4OvAo4XRI4wyFQvB0cCMBeO89DCmp6wkXKlWUer2ubMo3EYJzgQml8XhcoQoXyDqYKvKiUVwKslScPmz+Bcat3++HboFAi8fjcaQ+xIxRo8xub28va6oQFIvFnHwct9vtdrt5Y5ukze0BHdoRSDtLsiMLpK6gRnIjjFVQZwOBAIQMwYpw7hRjDFlCcLAzAmGIQueTRokAKM4CYxueAmksbHeqOeNGqRHOuVMX2/kQPof0OtQw0GH2AFen8+LDaqV2p9AObwEDU+F2jWgWPxscSs7vjmtONCWFO1VSnMO2U/rgLGceb75mZ8EYI9xwM2KMMclmM6VSKdnbo2oab1lHE1uxy/c2Nn1opYC6aCxLchbZwIsqNi1Xan1TLjiy9eNbpLna25aYljkzPePxesORjUVJOovzCJoFefObhhq3j19dreyY1I7Y2+ErnHghahqrTvaEYyI3f773+2nAbEY52yzJEEKqoiKEsvlcPpPWNK27p5cQwl4OZQFjfktwgxZbxBtFJrecK3BTkSDUZLg75244Em0ajc5o324u2nCR5u49LqEyhw36n6M2oYYjBzeVDHUOc05p7grR5EyC6zSnoIvGiiDU0D43PJrm0+GA5hdky+cI3gj4FkeHaH4LWu+HjikgbQ1ltP2IOSxTfT/AU8lks1PT07a1vpLpKLwSu4rG4wWz2dzc3OrqymE35BW26+H99zxrYp+X2hWMMSaYKooQYmFhcXVl1TTNg9v8oS2Owqt0xDms13zPj2Zzg0UjLAXsYe46loU1jyBC8Ggksl5D9lAd6CcYQsjgqVO+gB9siNbN32NKZ4dQY4H59gdwITDXdX1oaBA2TJdj+Bix2T+/h8d3oE98V8m3z2+XwqwzEEy8Xm8wFCKEWDZbdxMTqVF2Ek3Tenp7CaVUocxmBOOTLc+aX/5OzTLOFTdcjnMuMGacu1wul9aFMeZCmkTHjCOufBx0845fnPMIolAqBE+trY09flKtVlXYTUZOBJ2mXq8/e/Zsfn6es112JwecQNExlXkthlH3cmWMBH5FnkG4ghJSLpWnpqcmJyaEEIzZuInOtkEi6SxSmHUAsb5ouri8vGRBoffjOXsecSzbWllZzuWy9sHHkE4q61n2W1lmnDOEUL1eX1pcSmfSnLMjEjOTSFpBuhk7AGecEBqLxTRdVxV1PWnnsFt18tBUbXho2BfwK21udCQRaN0U225YEkIwIphgXdf7+vpUVVEVdfNW3RLJkUUKsw6ACeY2CwQCkWgUsnDWU1F3385M0gZUUQaHhjDBptVe8XvJroArk9sMyhdRSgTCjHOEZT9LjgdSmHUAzrgQolQqV2vVeDxBFMo5FwhttyhHsjc4Z7MLC4qqRmOxIx7rPnbAUiRKSLVeT+WzGJNkd7d0MEiOEVLt6gAYY0JoqVSCXYbRkU8rOqYwmy0uLmZzWXB/HdO0jqOJEEJVFUIJ52xldTWTTluWrShbrK2WSI4m0jLrAEIIgnEgENA0jdBdtnGS7IeBgQHD5SKE7k2SycUS24Ex5my9jFlvee2CTwAAIABJREFUby/BmBJiWaZ0M0qOC1KYdQCqUIyQ1+t1ezxUoaZtYUIxOU77IR0LFFWNx+OMM9pUj3hjF+OXP5ur7MgnsZmmVWyIcZsQSihRVDUcCqsq1GbkMp9RclyQwmwdp/jYrrtsbF5wA3XhMplMJpPp7e9zuz0Ws7Eg0g7oFFADk3M+MT3tdrthG9wN8km8+nPjX6U4e5V1od/oFUzWd3EsFIup1RWFKv39A5qmyVUQG9hQMPCAFgJK9oD0IXQAqigYk0KxuLi0xBgnlBBKpSTrOIyx5aWldCq1XuR3q2OaCqm+Is82FAuWoCZJhqAYEsE2YzZjy8sry0tLNrOpKpVdybFBDtYOAC6vrkQCtmRkjLdb71nSCqqqjo6e9no9LW505CyTks9iV5ylDrqunzlzmhJKCLXNg91qRyLpIFKYdQZMsNvj0Q0DEwJ7HxC5sLejCCEwQtFohFCqUCrdX52FcS4YtzlXVCUUCuN1f5pMZZIcG6SbsQMQQgQXK8vLY2NP6vW6olBCZcXxDgMewidPniwsLMCujJIOQgnBmKiqWilXxsfHpyYnEUJYpjJKjg9ysHYGy7Zyudzy8go+6aXcDxHLstbW1lZWVo7jRsBHHMY5xlih1DTNTCadyWbr9bq0zCTHCOlm7ABCCIXSgYFT3T09VKGccVn74yBwuVw3Xn/9sFtxMgHDlxAaCAbOnDnrMgxd17ksZyU5Pkhh1gEwxlRRNIQwwWR9JzMi3YybcfqkeYv01s+1bdvjdnPOZTyyIwj8SkIjocS2LYKxx+OmhGCC9zOE5fiXfMW0KswIIYQQ27abP5TjFSCEcM4Xl5YWFhYuXLro9/stxjjnuy5Z+xrC+XqqZ7tZ8hjjeq32+NEjn883MjLSrjyDRVRk/X+YNJZdf23HsEAIIyQaW8JghBAXqqrmMpnZ6SlK6JmzZ3XDzdovZ3Oy1z+8shL/6zp4jiZtWGbNU4DzyQE06VjCGbcty7Isha53qYzrbEYIQQjZ87AhhFi2XavV5CTSEYSzVg8jjDBqvNGWaWEN7UHhQLCVDMZQtrizrT0iyEnvyNKGMIPZuXkekc8VgN2M+/r6+vr7MSGMcbSnzgHzd2+TyHHBscz2IJBUVX3zjTeF4M5F9tkY6OcT1tswipzfWzwLnketVgsEAteuXeWMq6oG23W2Bai88POk6hyqqsIIPOyGSF6hJWHmVE/YoFafJONjP4qkaOxhRhVFILS+pVn7FUAIIZTSky3MWGN92B7csIQQSghUqUCbCgtJ4H0Ew6jdc1/6foWgVMEYFDKC2kxoxK/SbjOOBc6tyeF3pNhWmDm+AoxxpVIpFApCCEVRoJLQyQNuM5vNdnd3q6ra7jDFGC8sLq6trY2ePu0L+FHLlocQgnPOGCsUCtPT0z6fjzHGGDsx8TboB6c3OOfpdDoYDO7hBmu12qMvv/T7/YODg6SFJRDr8TGMoZAjoWR1dbVUKpu1l9v0bGjecQdqoywtLa1X/IJegnd5xzHJOYf9u7PZ3PzMDCXk9NlzuB1JJoQAk2VtbW1iYkLX9X3fzSGznTCmlMIqkUqlQil1BNtJFd7HhW2FmfOSE0ICgUC1Ws3lcifYdYAQMk3T7Xb7/X5nULZ1s5wxy7IoJYKLdlPzfT5fMBisVCq2bcNbcVL7mXMeCoWCwaAzllq/UwjZWra9h1lDUajf749Eo5Zp5vP5dk8/RjDGTNMMh8MgTkhrfeUEERwTTQjeumXmOG+8Xq/f7y+VStVq9bhP7lu2v/ndTCaTbrf7q22UZFt2EWYYY1VVe3p6gsGgvadJ5LiAMbZtW9f1YDC4B1lCKE0kuqKxWLv7GVJK6/W62+0eHh62LItzDhYwO6Hlmjjnuq67XC7TNFW1vb5SVfXM2bOqohAo8Y4QavkxMcajkaiu66ViEfGXKwQ2/HLccVI0XS6Xx+NBLW/hxpgtCCUYe9yekZERIbiqqu0umsYYd3d3u91ueH2Oew7IlmEUeENB3ofDYU3TOhXBleyTbYUZhDTgCXk8HsdeOanPDGPMGGv2FbR+p3CWolDMMaXrcYsWTwehxTkPh8OOsXKS4g3N5pfTLZxzWObR1nAihBiGQQjZUBG/meY9ujBCpLHmlzFb1bRwKOz1eJUTFOvdQPP8u60+tFXfEUIRQlwITDAXnGDChaCEIMHxtie9elUhMMa6rieTyeZmHF+RtkNOAGPs+N7XSWVbYbYhpLHli3FiJlyHZoG9891t2NOIM7a0vLywsHD12jW3ppmWTRXaynDHGENXQ3litJUg3K4l20mCg34ue1ZomhdNtxWYFBghger1+v379/1+/+kzpwVGnL/aS43/Xv4OOgHGQghCKLMZQwxB6aa93cCRZ/OQY1yoG3fYXO+bzS5ESkg6m5memlQV9fzFiwolqHFB3II8g2932rCdMDguCnFb3pGTHYI5FuyrAoh8eADGGFOqUKqqyvo/yd7X2WyOJG/Xz+1+ftzBGBuGoagqF0JwgbacXpv36DyJ+tZBoyiKYRiUKrZtU2qLhmYgWpNnzUjbRfJVIstZdQbOWDgS8fn9mqZZls05o4qyHwvmKMzC7VqEBw2h9PToKFVVMF5lQecOQiixTFMI6nK7h4eHOectbhonkRwRpDDrALAFDGfM8RNiTDq4rPKwhMdRs/AwxoxzZpkupaUUMllwqHVsyyKEUkI4Z6ZpEkI554qitLvOTCI5LE5sJPyrhHNOKMnlcmNjY7VaFSEkxH4lmZyIN2Nb1tjY2Pz8/GE35ARCqUIJIZRUyuWxsacvXjw/7BZJJO0hLbPOwGybUsXv9yOonY86U8gDLnLcLbxOgTF2uQy15cUPQvDjfstfGTDSOOOcc8Mw3G4XF4JQsodCwxLJoSCFWQeAgh2JrkQ8EWecccb3GTNrRk7HDoTS06fPKKqKjkBA8YQBLlxKSCAQ8J0/TynBhHImJZnk2CDdjB2AUiq4qNVqpVIJQRHLxhK9tpBya2cwxsy26/X6YTfkBLJumQnBOTfrddM0G/n7CG1MEZVIjiJSmHUAWE+zsrz86NGjer2OCeZ7qt9xFDIYjzKWaX7x5ZczszNS6nccIQTnTFWVQqHwdGxs/PkL27JFU9V82eOSI44UZh0A1tNQRYHlz2SvlplkZwghikIFF0JwmZffcda34hNICEEwdvZ/EVKSSY4DMmbWAYQQhJLuZHc8HieU2DaDT6Q86yyE0osXL2m6LiVZx+GcQSVGv99/+cplgrGmG1x2s+T4IC2zzsAZr9WqxWIRrcfMpCTrPBjjer0OgckWi8FLWocQClpCpVwxTcuy7MNukUTSBlKYdQYh+NLy8hdffHHYDTnJWKZ5//79ubm5dqu5S3aFEEowVhRaKpeePnv6/NkzBJtzSiTHBOlm7ACw96Pb5YpGI4fdlpMMVWgkEtY0TVq9HUcIzgUmCGmaFgqGNK3t/WklksNFCrMOAHvsJru7o7HYYbflJKOp2rlz50ljb19JB8GYCCEEF5qqnT59mnNOCJEWsOQYId0IHQAWnJZLpWw2e9htOcnYtp3JZMqlkmVbqGnDl1fATT8l29Pce1ggSgjB61s95PP5QqHAOMeYbNxlRyI5qkhh1gEwxqb5/7P3pr9tXfn98Fnuwn0nRVKLtViL18ROnJkEs6QNfn0GbedBgeLpDPqqBQo8f1H7ti86aDHAoCgweGaK6SSTzniSSRwnjmNLthZboqiFpEiKO+9yznlefMVrWrLkS5mKJPp+ECgSfUme+73nfPdFX19fv3//fr3eoJQ4rRNOAqZhLDycf7KyQl7UAkR0JZELJ6G8GxgTjAnuroEWQnAkEBYIC4QQIhhTQmRJqtdq3zx4sLS87BDTwfmC42bsDyghoVCIEOJ2uxnjTjbjSYBSOjExLskygumpL+Kwz15xzIjDgPf9H2GEGGMSpYJzVVVHR0clWYKR0w49HZwXOMKsD+CcS7KcTqeHkklHgp0cKKHjF8a5ECazmzXOBUeOVmEDhBDTZAght8c9NTXFBecCMc6Rk9Do4JzA2an9gRCi0WiWSiXDME57LecDx0viKJVL9UadEGrvK5zt3QMIJbIsMZPt7OxUKhXGmJNoYx+OJ+bUcZRlBs3ghRCcc8MwBntnCyFM05Q6sP8uITgl1DSMjc2NjY2Nm2+/5fF625qGiS1yWZNidF2HeZ6maUJbrEEFpVRVVd77bJF2u/1o4VEoEp6enravhwkhOGOYUiE445yZTKZUdNDrGs4sLHrCgZVlmVKKMZaILUIBKYQQtVrt4cOHkiy9fesdSZIM8+VdRq1BRRhjzrmu6wgh0xzMmmtCCJCaECLLsiRJnczPwdlL5xRHcW3on8s5X1xczGazA89h2+222+2enJwcGRnp6b2EEEqlRCLh9/sVWQHjzOY8M4yxJEnlcvnx48fVapVSCjrEMW/jzMM0TVmWZ2Zmkslkr++lEp2cmpLknmfrEEoFQsViaWlpsVKp+L0+IQQ7VjPosw/OuaZpkUjkypUrgUAA26MViHxBqM/nnZ2bha1rk0TAKOAt2Wx2cXFRCDHAexghBMp9JBKZmpoKBAKDreifFxwlzEDVYoy1Wi3TNBOJxABrH4SQdrutaVq73e71vYZhUEpDwWAoFNINvSebA/Ro6NLk8/kURen1288XTNPc3t4ul8tDQ0O9sgBFUYZHRoTgRi9aPyZEotRgrN6oV6tVVVVDodDgWWZATDizhUJhZ2dH0zRKKbItszHGQuxFf7kQjHFMKLdhmQFg21er1d3d3eHhYbfbfQzj+xyhUqlsbm6Ojo6C+8qRZ6eOlwgzhJAQQlXVkZGRmZmZAQ4IEUKazWY+nz/GCYR5ZjulnUq1mkylFFVFGFjDy3ml5ZyRZXlqasrlcqGB9r9zzlut1vEOv67rmxsbkixHIhFq2xUMJFYUGSHk9flGh0eSySHBB0qYdUsySqnX693Y2IC7I/YsJEIIIgQh1Go1NzaykiTFE0OSvdgkHBkw40zTjMVily5dUhRlUG1fOLD5fH55eVnTNEKIaZqOPDt12OIIhBBVVcFHPEiu8G5eJkkSIQRjDFvT5XLZ2aDAPTDGAomdnZ3FpaVoLObxeoxe1GH40n2BukE6GHtcteO1PvbnMJM9+OZBNBYLhUK9+rBMkwkuJCopioIxQXjQjIZ9G4bYC5VZEEJQQjDG9Xr96ZOniOBgKCwrqs23E0IIIbqugzSlx+rScl72/N6kJ0J6JbKDE4UtYQauMDTQFsOrAA5hLBaTZFlVVdNkCDu06j8kWZqdm1VU1abV+5qDcy6EeFF9+YvBOMcYh4LB8YlxWZYJIYZhHK++7HhWr/NMHbwK7AozwGA7wY8NQggnPByJBIJByDVwcBKQqDQ6OoZeoRsFxniAZ6HtEwZ7EsW2MBNcIIJUVU0lU5Is7bUH6Z1awCiO4WN0hJmDV0EPZrKz1Q6DaZq6rpeKxfX1dZOZhO65K097XYMGk5nZbDaXz3HulEDZhX1CQcOrVrsNRSaGaeLj7uFjKL4Oe3Hwiui5A4iz5w4CxsxXq9XVtbVINCorCmecULv1PeB838d0HDofBDPZ2tpqJBodspfWLwQXQqAul9cAi0Cww6wbtLK34N652Et5OfpDJEpL9UY+l5dkKRKNqarreCkcoMwdbw+f/Z1vkdoKeA/wvjpHcNpZ9QGEEI5xKBSakiS3xy24sFkx7aAnUIleuDAuK7LgAtNjUvjs88pXQffd9XqnnDEDIbfHPTIyQighhJyKS9YRDA6OB0eY9QeE0Gg0Go5EBEJcOMLsRKAoyvj4BeCvx+Ozg/1cDibf9iTPMCaCC1mSR0ZGuOCIUD7Ict/BoMERZn0AVJsWi7vVajU1MixJMneKTg7BqxhGhmEUd4qyIofCYZjufRDPiO4w4h5BKKGE1Bvtza0NVVWjsTihDn9wcG5wVFxnsB0y+2A5wY+RsQlvqTcahZ2CaZig/h8vNXnwOlO8EMeT9IZp5ncKu5UK4+wggXDXwMnu3wGdfFzhTE9+IawQV7vV3t7a3traZowdOwHEgYNvH47m1QdAGDgSDns8HkWROeNQZ+YYZ32EQIhSOjo6ijDmQtDDTC/R9dOBbXDOBRcmYqqqjo2NUYnab7ftwMFZgLNf+wAhBKHE6/P5/H7DHNiOX33B8UsVMZJkORAM9nU5Dp4BEyy4kGUpMZTgQlBKnbpSB+cIjhuhD8AYM9Pc3tpaWFjQdQOS8h2zrO/QDP3x4uNsNsscJttvQH65JFHG+fLy8kY2CxORTntdDhzYhSPM+gAIx9QbjVwuJwSXqNSrJIMiU9yFE1rquQYzWT6fL+/uOnGvl8Jq2WOTVtD7CmPcaraKxWKxWDRN01EaHJwjOJpXH4AxppKUSCQCgYCqqoZhQKWuI5P6CyrRS5cuKbIy8AkypwLBBcPc5/POTE8jTCRJ4owdrzejAwffPhxh1gcYhkEJdbtcEqUYE845Io511X/Ikuz1+hRFkSh15Fl/IYTABAshMCbBYIgLvtfN2dnGDs4JHDdj31AsFleerBiGAeEHR5j1HbquLy0tbm5smAM6KOt0sTcCplFfXl7OZrOGYfQwNM6Bg9OGI8z6AIiTt9vtnZ2iEILa68rooFdQSiqVSq1W4/y1EGZ9i6FiTDC0ET7qc7gQsiQjhIql4k6xiBCiTp2Zg/MDR/PqA8BFMzw8HIvHZVkyTSacOrMTACH05s2bGBNibwLyece36UrFGBOMdUP3ejxvvvEmoURV1UGaxOtg4OEIsz4AYyy4oFRSlNNeyqDjGJmiDuwAJr0JLjAmiiIjTNCeNHWo7eB8wHEj9AHAXje3Nu/f/9owTEmizjyzkwDn7Ov7X6+vr78mbsZvub0ZZ1yWpWarubDw6PHjR5qmOXqDg3OEE7HMjjgDxz6W3Z951jLZOOecM0PXm80W54wxzjlH+ETqps8yHU4ahFBmMk3T6Mk3wD362Q0e5cFVDhmMrVZTkmVCKSYEsZMtNTt6P1tT2V76Oftm30AS1uA9pr6jV35i/4l8+/i23YxnmRbHBtSZjY6OJlMpRVWFMwLmZIAxvvXOLSEEPe7gx1cHdHj6dkyWb9MwghCvYZp+v//6G2/IikIIZaYJ/sZvH70+3320cmxKm+juWPZSop1xqp5OzGzARBrczrefjn/Y170iIzj255w0oAqKEMw4J6d3rqwMw/PVuhCL/ZMEDoNEKSUEEyK+3emcB/fh8RgFpZQQAk/nrO3h8wuIm5xlep6I2oUPx8HLTmIB3z4449ls9u7dL9rtFuSDCGey4bFw2JbAAjHT/PLuF8tLi4yZ6MCQl851XT9PZnkYY0oppSeeUdn39mZAMSLQQVUAvkKWpHqt9vDh/MOHDxljsiyf1nw4iDoDqW1ebwHe6ASt7YB04YjLLH3921rXcdBPywxjrOu6LMtCCEmSGGOGYbjdbvBgCCF0XW+1Whhjr9cLEt6mN9wwDM55vV4PBoMej8cwDu1ML4SglO6dQ4xN03xFVQLarcK0J845/MIY6z5jGGPGTCGEJMkIIc45JQRhW8e/1+VBPACOq2maltcL2mgpitJut+v1usfjsSIH9tfAGIP3KkfmZXLOoaW6y+VCCLXb7e7Gkkd8y7EPAwzipJSAlkAQxge4q3j+pzgu++0+t263u9Vqweug7HPOGWOMMSGEpmmUUqCVTRcNxrjdbkNuhc/ns6aIWY9ACGGaJnymLMtwAZwsyASRJOl4GfMgxiSEiaKQtoYwRs/vPSwQRhiJvWFwuEN268b6Ls66w1oYY0mSYF9pmoYQMk3TMAxKqSzLiqLYv2td19vtNsZYURQ7shDWcPYtj8NgzWKELWodtMOcB3CPmqY1m01VVT0eD8Z4H0/bB13XDcMQQqiqCpcBhz9iPQghYMV2boExpiiKtR+spCfrFzuso5/CjHMuSVK1Wq1UKsDvgEaBQCAejyOEKpXKnTt3otHozZs3e+VrDx48ME3z8uXLfr//MGHGGAPBI8uyruu6riOEJOmVkrlBNjPGQITA5tj31BljGONUOp1Kp6lEheBCYCQQOpnIWavVqtfrzWZTCAHixDRNj8fj9/s9Hg8h5OHDh7u7u2+88UY6nT7aFQaUgYdVLBYXFhYkSbp+/bpFsReebZCRuq5XKhWXy+XxeFDXdMdjw+ImL3QuYYQIoVcuX5ZkmWACrxz8PtH9hmNhb0Zlu53L5RBCsKNAhoXD4VAopOt6rVYDWs3Oznq9XpBtL/1YQkir1Xr06FG9Xp+ZmQmFQqZp4ufzFKxToyiKpmmtVqvVagUCASAyQugITe4I4K7/EEYYEy44QV1PWSCEBDNNl6pevHhRVVWJSqZpYNQ10bt/ifqgdNbr9VKpBKonaJ+NRiOVSvl8PtM0c7nco0ePEonE3NxcTx9eKpUWFxcJIVeuXPH7/S+9nlJqmibo2aqqHveeTgeWBkkpbTab2WwWbsflckWjUa/XC+Kt+y1w5b179yqVytWrV1VVPVp5RQhVKpVHjx4hhG7cuBEIBECrO3hZt1rc/efRHNgwDHj6hmFUq1WEkM/nUxQFVGRkW8PomzATnQFI5XL5448/3traun79eiQSKZfLhmFMTExcuXKl2Ww+fvzY7/dPTk6Gw+GePv/p06fVajUWi4FctL60m0zQicMwjFqttr29rWlaOp2ORqN2zv9h9AJGD2YZ6InAbrqv3xMJjAvBqXSy3ieQGZlM5rPPPjNN8+233/b7/RsbG61W68033/T5fEKI7e3tu3fvjo2NjYyM2InrwE1Vq9XPP/8cY3zt2jVK6dFEKxQK2Ww2k8l4PJ7x8fGxsTFVVY/ec0f/K6ggQoh6vQ4WycFroI+7hJCd/JpnN34sEdtqtZaXl+/cuRMMBq9du4YxrtfriqJ85zvf8fv9uq5/8sknoVBofHwcdDg7e0xRlEajsby8vLy8PDQ0lE6nJUkC8677Hgkh8PrOzs7y8nKlUvF4PHNzc+l0+tXtBo4QNblmGpjSw2STEIJxzqyYU+8jII6+AKQ157zVat29e3dpaeny5csXLlyo1Wrr6+uTk5O3bt1SFGVra+uzzz67fv16r8JM07Qvv/wSIXTlypWjl2HZZPV6fWdnx+fzJRKJnr7r1AG2iyzL1Wr1wYMH+Xw+GAxubW1xzr/zne/Mzs62221ZlrvfIsuyYRhfffXV48ePr169aunrsA8PelAkSdJ1/fHjx5ubm3Nzc5FIxDAMYIb7FgMklSSpXC4vLi5Go9HJycmX7gdwNhSLxWw2C6xsdHQUFJGe3Dl9cyuDICWEpNPpRCLRbDZTqdStW7f+7M/+rFar/exnP9vZ2QHFFqjWq7UUiUTAsbbvwXQDYyzLcr1e/+yzz/7lX/7l448/fvVaGVmWgU3XarWtra16vQ4PbJ+PXgiR3ch+cfeupmkYk5e2Djo2TNMMhULDw8Nut9s0zUgk8uabb87Ozq6vr9+7d69QKLhcrlgs5vF4JEk6QpJ1uwTB6IxEIqlUys4Iq2w2e+/eva2tLVVVv/7661/84hf5fP4VQxRwosrlcrFYPEwwaJr2zf37q0+fdt8Cxp1mTc83d7bvnXghQqHQ9PQ0uG1v3rz57rvvBoPBu3fv3r59W9O0SCQSCoVUVZVl+Qh/yz5IkuR2uxOJhMvlAqcNHJnua+BoEEIKhcLXX39tGIZpmr/85S9/9atfVSqVXt0MhBDUcRUSgTBCAqN8IZ/L51Gn6weBIBPBGGMqSZqmLS0uLT5+zEyTEAoebWLR+UXogawIoY4LR1XVVCo1PDy8u7vr8XimpqauX7/ucrl+8YtfPH78GCEUCAQikcgR++qwr47H47FYDNxWdtaj6/rm5ubOzo4dM+4MAjjSnTt35ufnL1++fOvWre9973uyLEODTZfLtU+cgCNnbGwsmUxakYgjjDNKaSAQSCaTiqKA2AMV/7DrhRCFQuHOnTuZTKbRaBz2BC1fKCEENOmVlRXG2Nra2s9//nPYA90+/5eib5aZxYDcbnc8Ho9Go3DUk8lkMBicn5+v1WqJRAJ4luUPxV0BXjjY0KjXigxxzkGWuN1uSFIyDMNi0/uYCOdc13VFUcDya7VamqbZZ7KWmibLMqwKzN5yufzo0aPNzc1kMvnuu+/iA/UrGGNJll0ul8fjJoRCRyv7hxycVEfoL90fBTQJhUKpVErTNJfL5fV6R0ZGFEXZ2NjY3d2Nx+Ner9flcsHOA3YDpIM7IoSAPgE0lCQJvhrsM5fLBfzU7/drmsY5h8hcNxmbzebQ0NDw8LDP5wuFQv/xH/+xtLSUTCaPjk/grrwJeL4Q54MYyeLi4srKSiaTuXXrVjweNwwD7hrYMfyuqmogEPD5/cBXD0u1Ex3vxL604w47trUfZFkOBoNDQ0OtViscDrtcrtHRUdM0s9ms1+sFNw4hBIhj7WTYG+A2AdUVtGbY0vCn1+sFLwohBAgCgs2Kg1JKG42Gruujo6MjIyMIoWw2WyqVyuVyLBY7ep9YsHQ+SZKQJLlkhQq0+OjxgyfLvmgkNTqaTKUIweBD3NsnsAkk6nK7KKUUBKdtWxDu3U7kCa4EJ1IikQiHw36/PxAIBAKBRCKxvb3dbrcRQl6v1+/3w3ZFCAG5LHUWgouoIxrBIADOaJqmqqrgMIRtZsXhLMBSgSlnMplmszk8PAxO+3MHQgj4vXd2dqLRaDgcDgaDCCFd1zHGiqKAvgWEQggZhqGqaiKRCAaDlFJ4EXgCkBrICH/C7263GwIKGGO4HtIRrB0Lr4M3XgiRSqV+9KMfuVwuuBh2hcXHrIMJXMgwjFarFQqFrl27FovFksnkL3/5y4cPH87NzYXD4X0P7gj0M2bWvYMZY81ms1qt7u7uIoR+8pOfBAKBfdE8WZabzWaj0ahWq0KIdDrt9XpVVW2326Zp7u7u1mo1l8tliUBwvwghisVio9FQVTUcDnfOgQFUAAAgAElEQVSLbovlDQ8PX758uVwua5pmM24M9AWiQ7B9Z2dnfX19fX19ZWXlm2++uXz58nvvved2uw+aO0IIidKRkZFEIqG6XIILSoiwJ8uszXEMDZcQ0m63i8XixsYGpXR6ejoUClkSCCEEx75Wq+XzedM0/X5/MBgEjdUwjHq93mg0ms0mMBHQG+C97XZ7Z2en2Wx6vV6v12ulIcD3JpNJVVX9fr+qqlNTU6qqwpfaD7bDlbu7u5VKZXNzc2lp6fbt25VK5fvf/346nd7HU6xgD8H40qVLlEqkW1/Dz7IaMUaCIUwlYJdWbTUhBGNEqK10GIBpmpqmgawtl8uSJOXz+VQqNT09DToTZAYBD0UIlUol2MaBQCAYDAJTgLO9vb1dq9VUVR0aGgL5DSkkpmmWSqVGowFEtrQKhJCqqpFIZGRkJBQKVSqV2dlZxlgsFgPmYsfZCOk5GON6rVbNFwqZ7Ndf3L3z5ZdqIvrX/8/fjo+NYfQswAiSjFKKhPB5fRcvXhQIyZLEBeqS/RA+e8FXg6pkyWbUST04mtqiA9M0a7VaqVTa2dkplUrvvfdeNBq17gIuUFW1Xq8XCoVms4kxHhoagmwRoFW5XIad7Pf74/G4lY4EzzGfzzPGIKi8bw2qqu7u7pZKpXa7DbrveZRnILDj8fi9e/c+/PDD999/P51Oj42NtVqtfD4PWzQcDjebzUqlAhvJ4mPNZjOTyUDaF7wOfm9Q4uv1us/ni8fjpmnqut5oNGq12vLysq7rIAsh3glOQgjuwkxHSZJ8Ph+IUoxxoVBoNBoul6tWqwkhYrFYKBRCHac6xjgcDns8nng8Lsvy6OjoxMQEsG7ciZnZObkn1QFE1/WdnZ3Nzc3FxcXNzc3x8XG/3w9hQ8tQaDaba2trILoqlcrW1tbly5eHhoZ0XV9dXW02m7BHZ2Zm5ubmYHcKIXZ3dxcWFhBC6XQaKIKel6Pdmaa4lwxdiys1m81SqXTv3r0HDx788pe/rNVqP/7xjyHUXygU2u32Ht8RCCOEBN9L+oIvslInELIjz4An7uzsNBoNm+u0UK/X6/X62trap59+Wq/XJycnY7FYs9m05LdpmtVqdWtrS9M0TdOWlpZSqdTc3Jzb7S6VStlstl6vVyoVQsh3v/tdkHwej0eW5a2trcXFRbfbffHixYMsIBgMwrNot9uVSiWRSMRiMTv+SdRhTzs7O19//fWTJ08WFxdv3779P//zPwihv/u7v7t+/bphGKurq6g7wY/zjjAjCCFmmtYzFRgJhMVeDRXCiBPEXbJcyhcqlYqu6ZlMptpu6YJzIba3tg3TbvYEfLthGBBU39nZ+fTTTxOJxOTkpBVRt7T+TCZTKpXAF61p2sWLF0dGRtxud6FQAEkGkWMIHsPnQ5Dj66+/RghNTU1B5g7GGKQgcB/DMNbX17/++uuNjY1bt24Fg0H7MTNN09bX19fW1rbWMo+/uvfgzt3tJ5mWof/9+//v2PAI082nyyuW9YYRooRQQgQzMca6aQD7EAhbBSYCuMoBYWZZdJDeUiwW92xgGwlBoBY0m82dnZ3t7e2NjY35+fmrV6+GQiFZlkEVADo3m83Nzc1Go6FpWqlUWltbm5mZSaVSnPPt7W3QJEqlEqX0+vXrfr8f1sA5LxQKsJPHxsYO7uRGowGmtq7rX331FcZ4amrKJoXPDsDSunnz5vLy8s9+9rNSqfTnf/7nExMTqqoWCoV79+6Nj49fvXpV07QHDx5sbm7+8Ic/HB8fxxhrmpbL5QghILcSicS7777rcrlyudz29jbEERljt27dCgQCYHtks1khxPr6eigU+v73vx8MBiGLZ21tLZfLud3u733ve4qiZDKZTz/9dGJi4rvf/W6j0bh79+7Gxsbs7CzI10gkcuvWrUgkghDinMuy7PP5wD8BCdX1eh20ZJAX33YCyD4wxsDkAiMXY1ypVGD1lidkbW1tfX19fHw8nU4vLCz84Q9/AEN4a2trfX392rVrFy5cWFtbsz4BIaTrerVaZYyFQqF4PO7xeLqNUCtP3ZJh9uOHVqIHGDoLCwuffPLJ48ePweNx8eJFhFAmk9E0rd1u700s6zIamMnKu7u1Wi2eSHi8HmYySGV86UOA5TWbzZ7IC+8CsiiKAk6Ver1eq9WAQ4Fogdy5SqXy9ttvU0p///vf3759m1J68eLF+/fvy7I8OTlZr9ez2SzIVNRlUrtcrpGREcv2PQg4A9lsdnR0dGxszPJbHg3wFGUymVqt9tFHHz19+nR+fh4hNDMzc+nSJU3TMpnMwZgZCCtmmtn1dUmWh9NphBAUPzwvzIRCsURwrbxbqVTqtXpmLVOq1zTOTGaWSuVAIGCTwoQQcCS2Wq12u+12u0GEw9rAOQMBs1wud/fu3dHR0UuXLhWLxT/84Q/ZbPYv//Ivo9FoJpPZ3t6em5sbGRlZWVmBDFtJkiDiXa/XOedjY2OhUMjlckHGLHw7+Hza7XY2m3348OGTJ0+CwWAqlQLVFdJ0j4ZpmvPz8xsbG48fPPz4//tVu1mfjY9enL4YCgTzudxurWYyZnQ+Z6/yAWOEhKa1C4UdKtFoLEap9FJhZpELaNVqtYaGhsDPCbQ6mhOBgQWyENLEwenU7a6UZXl5eXltbW1sbGx6ejqTyfz617/e2dn58Y9/bBjGo0ePCCETExNDQ0OZTAbcKpbuWyqVINjRnXHWrRmXy+WpqalGo7GysrIvYcQyC15K7VOHaZoTExN///d/7/P5fvOb3ywuLv70pz+9efOm2+1eWFiglF69ejWRSJimef/+/Rs3blhJRrIsT0xMtNvt3/3udx999FE4HL58+TIoZ7OzsyMjI48fP240Gj6fDyEExT+jo6Pb29t37twZGxt766238vn806dPwVf8ySefzM7ORiKRQqHwxz/+MRqNgshcXl5eWFi4cePG+Ph4vV5fWFiIxWKRSMSqMwEG6HK52u12uVymlF66dMntdltuTztEOBFhBhGF2dnZ2dlZv99///793//+941G40c/+pFVuFMul3//+99PTExAwuGlS5eWlpaePHkC8jkSiUBeaTweh6ACWG/379+/efPmG2+8AYpb96kGfx3u1JZBmAfbbtOAMQa5lU6n5+bm3nzzzcuXL3/++ecff/xxpVJZX1//4IMP5ubmLE/93rsQwgIpsowQKhWLpXI5mU6pqgozSriNwmkhhKqqpVJpaWnpiGu61wlCF97o9/vHx8ej0ejHH3/8r//6rz/96U/fe+89uIAQsry8vLKyMjs7G4/HMcZvvPFGqVT67LPPEEK7u7tXrlyBvTU5OQn+FlmWV1dX7927NzY2duPGDZ/PZxnT3esBF3yr1cpkMvl8/p133onH45DyZIfUkiRdvnw5EAjMzMwsLy//+te/vnfv3vr6+qNHj/7mb/4mkUiA3xIhZPkZQFgRjOOxmCTL6VQKPbN9QZjB4xCImV63a7dYLO0UVcV17fq1UCKuC26YxsbGRrPVsq/cAOVDoRDYsiMjI//1X//1b//2b//4j/+YSqUIIYqi1Gq1bDabz+ffeuutYDDocrmuXr36n//5n8vLy4ZhACeFYAxILLijSqVy7969N9988/r168lkEsJsVogCFgDVZiMjI3/7t3/7ySef/OlPf+Kc//Vf/7Xb7bazflVV33jjjbfeeiv/9tvXZ2Z+/9+/0UvVbDbbrNdT6VQiPcwxxpzDlxFMCMaUEMRZtVotlkuSJCUSCZMxKnXyAjAShwsz1LG519fXG40GSP2XigGw3jwez/Dw8MzMzNTUVDAY/PDDD9vtNii+4PSrVCp3794NBAKjo6OBQGBubm5+fj6Xyy0uLobD4dXV1XfffffChQuMMUjfBV32yZMnDx8+TKVS4+Pjqqp2e2isjLuvvvoKfF/gwNze3o5EIolEwors2iH1qcMKsoyPj//TP/3TtWvX/v3f//0Xv/hFKBSKRqOpVArIqKrq7OwsuLXgCLvd7qGhITi8rVarWq0+fvzY6/Wur6+Pjo6Oj4+bphmLxYBEGONgMDg2NjY5OVksFjOZTC6XA3E4OzubSCQePnwoy3Kj0ZAkKZ1OWzYuRDF2d3eHh4dHR0fb7Xaj0SiVSqij2gKTAT7/9OnTfD7/7rvvjo6O2ufegBMRZlCrCPWkkiSFQiHDMJ48eQLVtVZkZWNjY3h4GCLhPp8vnU5D1nI0GgUvjeWCh6Ouado333wTDofHxsaCwaCu6923CgIM1FuQariTcWCzNAe2uMvlGu/gL/7iL/7hH/5hYWHh9u3bn332WTKZnJmZ6U77AQ5LECaYhEOhia7tLxDiNspMIR6gaZrNTCoIt6CO0akoiizL4XD42rVr//zP/7y6unrt2jUrh6VQKFQqFVVVYbvHYrFYLPbJJ5+MjY01m03I9QBDAa6nlOZyOagFdLvdqqq+0PkJWSRra2vFYvHq1asjIyOgW9hxCOBOMfL09PTExMSNGzfef//91dXVL7/88smTJ7/5zW9+8pOfQNgDdQr4EEJYIOC2Q4mEyZhE6V7i+J5I6xRQCSG44XK7CRehUMjtcgeDwXAkojOTC1GpVlvttmFP4gKftSJ8mqbF4/F0On3//v1qtQohRiFEq9Xa3d3lnFtlzpBHV61Wc7kcJD1BJg7E5E3ThGjcn/70p2AwODo6CgoyfBpYt1Z+BKUUHG43b968f//+0tISXGMnDKwoSjQaHRsbM6en35y79H//n//rsw//9w9//OOfPv88OJLyR6LBcNijuroZPEGIYOz1+VLpNCJYliTGxbPejPaEWaFQ0DQNdCk7wsByJBqGEQqFpqam/vjHPy4uLhYKBbD2JEmCoC8Yygghr9ebSCRKpVKpVOKcw05WFAXybsAnJMsyWA8/+MEPJiYmuovfAbqub21tbW1thUIhzvnTp0/L5TJ4z7xeL0SDjhHGPhUQQqya2kAg8P3vf59z/vOf/3x+fv673/2uqqpWohycdxASnHOfz2dtOb/fPzQ0VCgUwLqF9D2LjUNGkqUQKIoCli7GeHR0tNVqra2tLSwsVKtVSBIBpwU4e+ATrGAkcBveAVwAGzuTyWSz2bGxscuXL0PlGVzTHU4+AifoZrQsxHa7DVoAyC1gwa1Wi3MO5dVQH2qaJgQPC4XC0tLS6OioFUgXQkDRWDKZbLVaCwsLVs1ptzyDpwJDBSHB5rDivoPoJhasBBwgo6Oj09PT169fh+Td4eHh59KjBeJor4Odruuapvm7HFl2wnXwvIF52VmnFWknnWY/sJWLxWI4HA4EAuB1hItdLhdwW4QQKMuU0pGREa/Xe+/evXw+Pzk5iRDSOqCUXrlyZXZ2dnl5GfQ44NH7KhwIIVtbW6VSaWhoCPLXy+UyY8yOPO4OzsuyHI/Hk8nk8PDwtWvXHj16tLOzk8vlwMTZ90YgUbPRoJJEj47ScwEBKllSpOP217dyXkCphxw5YJdwgdQBYyyfz4P/EMS8x+MJBoNutxuCvjdv3vR4POByhw9MpVIjIyPNZvOrr7565513wEtsqVzwWOEMA1Pw+/3Dw8Nw4G2uH/YzJPUkJidCqru8kQsnEtzvxm53rVYLhEL7shk5Y1SWhMlb7TZCyO32EEo452Ivv8aKEr8YkMYGKz9YcnAYgIBA4Waz2Wq1wJcFfleEEBBH13VIYoISICGEoijg+IXYPAQja7UaPDgwF65fv762tuZ2u+fm5iy3p7VaiNzA8202m4uLi8lkMplMWi7f82KZgVK1ubnp8XhmZmY8Hs/Vq1c///zzVqsFniSISyGEoDbcui8I2QALAksjFoupqprNZj0ez40bNyCI1Ww2YSviTvI5cFdLY15dXYWnBklhh62ze/cCd7U2CSGkVCptbGzEYrGLFy96vd7d3V1IS7HpikAnJMwglruxsQFOQiiXee+993Rd393dbbfb1WpVluWLFy9Wq9UnT54ghMrlcrvdhtKHBw8efPrppy6X6+LFi4ZhBAIB8KUahvH2229Xq9Vf/epXxWLxrbfeCgQCFjksFgmZeJlMplKpQEqk/ap+yAgHt4+u60DuZDIJZnK5XAbjb1+yg2EYlJB8Pr+xsXHl2lWf12cyE2Nis19CT655kOvlcjmfzxcKhXw+7/f7c7ncN9988957701NTYE/dmdnR9O0sbEx8DTOzMyEw+FsNgvh3JGRkbt37/7pT38ihITDYdM0g8GgYRjFYtHr9c7Nzf3hD3/47W9/C2HYYDC472Bvbm7evn1b1/Xr16+vrq42Go2tra1EInHt2jWbdIYzBno05zwQCMRiMSg5arVaoBiiTg63JUd1XX/w4EEkGoUQ5ku/gnMmhECUMINjjAnGlFCbVe2aplWrVUgGy+VykiStr69nMpmbN2+mUql2u10qlcDHAsR89OgRpCNtbGwkEglwHiwvL3/xxRd37twZHh42DMPr9brd7kqlghB68803q9UqEBkC7JazCKwNSKSEXIa1tbVIJDIxMWHfzYA6feAw5ABjhGQ6Njk+ce2KhlG12aSE8M54FwzCGyGMca1WX1peUhRldm7Oo3i57SZSIO9N0wRF9rCEINzVsgghBA4r0MeFEA8ePKhWq+DihrwbVVVdLtfc3Nzq6ip0XWm1WrVaLZVKgYPB4/F8+eWXsixHo9F2uw2ZkFtbW+FweHp6+s6dOx999FGlUrly5QoEfgCKosTjcfAoGoaRyWQYY5C55/P5wLi0eeOnDhBm9+/fd7vd0WgUnL2jo6Nzc3Ngs25sbKysrKRSqdXVVYjjQuZtPp9fWlqCzkFQlPb222/7fL7PP//8yy+/TCQSyWSy2WwCSavVarVaBW0DjkY0Gm00Gl988cWjR4/m5uai0SjnfG1tbWRkpFqt1mq1Wq0GshNSRmFvQNIZpbRer1upOvl8/sMPP4R0P6/XOz8/v7u7G4lExsfHIVvSDh362QEECpaLxSLkyBYKhfn5eUhAev/99y9fvpzL5SCVs1arjY2Nvf/++8AFms0m5zwej09OTg4NDcmyvLGxATV3yWQSkvQMwwDdAWK59+/f93q9169ft9r8wOZjjJXL5YWFBSBiJpOJRCIXLlw49n1Zth1knXZ/F0J7CR6SJEmUKrIiSVRwCD4TjPEJnQbIpoUSupWVlXK5XKlUgsHgD37wg7GxMWgnFggEqtXqpUuX3nrrrc8///zu3bvpdLpcLkPRgiRJ77///kcfffTb3/52eHgYGgg1Gg2r/mxubu63v/3t7373O0VRvF4vlEZYC3j69OnGxgbn/OHDhyACYdsdtmBLGlnuDivyZwlycGJY7Vq6v86KPIJZI1HKGSeUHLzgiIQbLgQXAn7YIfLu7m4mk3G73SBBQUW4fPny9evXvV7v1tYWOA8bjcbw8PAPf/hDKCT3er2NRuPtt9+GbfzWW28Vi8WPPvoonU7H43HoZAHSmlKaTCYvXLhw9+5dr9d77dq1SCQC4V7Qz5aXl3O53OTkJCGkWCxOT0+Pj49b9uJL7+K5C0zGETIxMjHyBwN+RfEahqwoomtWGTNZJ36GoYLaDpW6YQlj8E0dtsLuh766uprP50dGRgqFwv379zVNq9frH3zwwdWrVzHG5XLZMiy+853vqKq6srIC9x4MBicnJyORiN/v/+CDD27fvv3xxx/HYrF0Og2tsKzwxPT09MrKyhdffOHz+brzO6zlQe5+o9GAErdcLgduMTstys4IKKUejyccDmcyGdhO2Wx2cnJybm5OkqSrV6/+7ne/u3379vT0dLlcjkajlUqlXC6Hw+Hh4eHHjx9jjL1eb61Wm5mZGR8flyTpgw8++N///d///u//hhSwd955B5R4SJaG/H7I7ACBpKpqtVoNh8PRaDSbza6srEAGGee81WqBizIYDBaLRY/HA71JoYUsVMSC1LCSBhYXFyG68Vd/9Vcej4d3dZs8GvjoPDpwEi4vL0uSND4+Dnr0C6+EQwj6LHw9fDJoo1BzUKvVoPVWIBCAXsMQdAW3ns/ngwRQxli1WoW+JpDBZZomOLIikQikHrRaLUppJBI5aISCQQbuC9iX3R2wjgCYdBjjiYkJyJN8qVfHGqshUWoYpm7okixJkrwX0bHHECAjbmlpaXp6GtxrR5wiCCHAObf8OVDh63a74XlVKhWo/Pf7/Yqi5HI5yFoOBoMgkkGDhsRx6LPg8XjAbkYIQREF+HwCgUAoFNrXHSCXy0HAErqOttttj8cDz+7FVOraiJBPBZz94Aa1zOtuIgghgM6UEF3TaJebF2JmXKBO00GBhOlSXaXt7Q//57dul/v7P3w/mB5qtdsCoaerT4s7O7FYLDmUFJxbIbEXolargXlEOg05ZVn2+/2wb1utVqlUkiQJSsQ457lcrl6vQ+2j3++HncMYq9VqGxsbQohoNAo6WbVaBX+DLMu7u7vNZpNSGo/Hw+EwUBX8xplMZmlpiVKaSCSi0WgoFIJKzX3E6QacQWj9kMvlxi9cSCZTCiWSLNe385//6TOP13vjO++owYCumwIjxOGHgNCvYIwSbDKTC2Ey5nG7BcJd4x9e4mZECOm6vry8XC6XoSPaCxfZbZlBcRJkvgghXC6XtWnB/QBpjRDHqlQqhUIBPL2RSCQcDoO/3TCMXC4H/Wis5pn1el0I4fV6EULNZpMx5nK5DuMDlUoFGjOCcQYG3BFuUuAt0Gxsbm5uYmLCTrbLiUIIASKhUCgAdx0aGlIUBRJoIc8+Ho9Dxqnb7Q4EApRSsJwgqzYSiUQiETjRwBy2trYgDygSiWiaBjIM3gjGsaIoUPtYKBSgcymYJdCcCEgK6mmlUsEYQxqUruuFQkFV1VAoBLEn6EEKRR3QYQDqz0KhENgqdrQ3dBKNhiFsQ7p6eVi91aHO36I+pMcAbwW3Ejj3JEmKRCLQZhCcs5RSaEwH77K2+8GbtCIWUI5OusYaHU2OVwz2Ms51Q9d1XZJPdkQclH9Cig3cHe60G9c0DWKTkNmBOkVsw8PD8Xhc13XocQU2uyRJY2Nj6XTaIpHL5YIUMrD5EokEeMwP0i2ZTMIvYJ1YDS9e/Tx3P6Znv/C9Ru6C83a7Takky5J0qODsT4c2i6lZSYbdohpjHAgEgDjwTyMjI93dE+C5yLIcCoUikYiV96SqKpSLcc4Nw4B38Y5kxZ3GJbIsp9NpK6PPeqD2IaBMxfoTI44QB9OVC84ZlSR2SLYtuPQ9tmMVFk16vT4YDELtBxAZEkSBl1FKY7EY0A1IBOIcuAq0aIK5HLIsj42NQT0A7fTYBbet9Sz2iHAIEwgGg5CeAwLsCJX9bAK0duClwCeBPpA6C5aTEALKtlCXDQ1N26EjPvRGADUXihmi0ShjDGKKoMmBlQwvAn8Aivl8Pmi9BGqcdV4sCycSiVhBXBBploAAL4Xf7/f5fJYFwjtzOV7Kt7vRN84Leg3sM1gEpKBgjK2MbctbZb0I4Vyr24rozI5BnbZSEDnoDoxZ7kTpRbMwIJ3EIoSV8Xn04m2asUe8HSG0sbGxvb117fobwZAi2Ct94BGwbhB1srchswPuEY4uRLCtkwybGzY0ePNgk1mtQp/VIHeaKlkpc/sS7q3EDRB47XYbsp6sPNI+3qlFQEz3xpEYuv7NgwfBYHBmZubQdyGExCtxItxpo0U6fb+AEUDPDsv6gfCqJX4QQsBBujcb72rbAzsZ/FfwyODttNOMEQiOO61awYaGP3ud+YI7RSNWcxQoY+BQmfcsEVRY/8o4JwQTSapXdxcXlzDBgUBAVhTeLe/6saPhrIGwhz4UcHwgmwZkvHVZt8cStjGkX0GjJuAAmqZZ6bjAvoFj0E53MdJpiHWE5xP2MOpK/OnDrX5bsDJvgURAWyAsbFQwd2ATwsXWLoWcRuhKwzsjriAYTCkFsoCdBAccd9XII4SggwTqNKYCm8QKl3LOwb9lMSKpM4PCespWcgrqZIehTmYs6qoItEOHfpoRwBktS2jfvwL3tP6ERe/ru2WptPAhFhs9qCgdcby7D7+wkSVoLfXYOxgywVRVdbnciqKYJuOCI4FIr9q0jcRr3KnbBbywtAsK5rrRfRkQBH4e9l3W61aPxH2fZqVmWJ/8KpLs5REgyM6nRFEURVVfOCvOKmBHomPJgVonemv9brFOIBFQu5ukvFPguG/Z1ma2PsHSRuF1S2Khzmbr5inPbgTjg8/F5nneJ8ZwlwASzyoZhMBCIPiJOmvDnAvNNEwhFJfsUlWOGOMMWXHI/rF3S1p03yZoWvsu23d+rafQ/XbSmTPXnQ7akwbQTfDzZZMBujPIrNMNwl50OoJa6eXws5tXd1NVdGpRurmEdditf0Ud4ltyC9ZwsOM2XND9OfvqoC01wkJ3UURPzp6T9YmdI7yKLoYxJpSmU+lkMkkoFQiRwwPgDo4NQuiNGzfQkZk1GGMIBb2+gOZqe3K9+7XnLumWZAghLkDSIY/XMzszQyimlDLOELGblOvAwenCmSyOUD9K/QUX7XarVq2azIREu/PlqTgX4JxVdnd3d8uc2xq54gCj7uYoL4EVqNitVOq1+rnztjk4BnAXTnstrwpHmPUBnHMh+Nb29lf3vmo1WwRjG32sHPQMZrJ7X3+9tpZhpiPMeoOd7QixjXq9/mhhYXFpkfHn6h8cODjjcNyMzxoTdyspEP+3mxIqSaZhBgKBdHpYVVXWqYJyPI0A0ekx/4qfgzEeGhry+nwOk+0NYq/I7ogNaeVlqKqaHh6mFEuUEkwYcvQGB+cDjjDrAzjnmOBYLJZIJAzT6CGZ1EEvkGT56tWrvKt/hIN+AfQ2IYTb7Z6ZmRacC4RN07SfOOPAwenCEWb9geCi2Wxouu4PBmRKmO2qdQf2wUyzWqlQWfJ5fS+/2kHvIIQYnBeLu5QQr8+PSW/puA4cnCIcd00fQAjhnG3ncg8fPtQ0TZZk1A+vmoN90A39/v37W5tbNmfNvIbo9EJ5FiTrTh86QOsAACAASURBVKyHarMXmrTgWqeUVqvVhYWFpeVlqLg/ZLi0AwdnDo5l1gcwxiRZTiWT4XDY6/EyZiLHD3YCUFX10qVLCOPD2n+85uiqJHvudyQEP/AfOrA/oX7O5/dPXJxSJFmWZdSZ8c2Fk5/v4KzDEWb9gRAiEAiEKNV03TBMGDPtoL+QqJROpw3TZOewsvVbQkeMoS4rDVlSDT37E34+K6nuTGdWFCU9PCwYIwILIXDnMkc1c3DG4bjC+gCMseCiVC4/evRob4iMk5p/AmCcP3nyJJfLOVbvSQCEmaZpq09XM5mMYZrUiZk5OD9whFnfkM/nFxcfm6Yhn3Cv4dcWpmHMz89ns1mnaLrvoJ0QL4wYXF1d03VdvFqXSwcOvk04bLc/wATHolFFlgmhpsmw42Y8ARBCLl26JCtOwKz/gLbcCCGv1zs1NYWRkGUZY4KcOjMH5wSOMOsbQuGwx+uVFQXZHsDjoCfAYBSEkZMy3ndwyPXAWFXVZCpJMFYlxQmUOThHeImb0amUsgMhBGesVCyur69zzqjTn+JkoOv6Rjaby+fNl830cdArRGcAimHombXM5saGpmmOm9HBOYLDdvsCgRAq75Y3NzfbrTYhBHEunIy7foMxlslkyqXyS7y4NprqDixeMgv6OeCuXwghSCCCca1Wz+Vyue0cYwz3OMPIgYNTxFFuxu4xOa8hYE7d0ddAEQ/YZrFY1OfzUopNXcMIUYw4cspz+gmJ0pnpaS4E4sLal52BJ1356OhZevprBWxjt1kp+LxTQwZv5JxTQk3D9Hu9ExcuYIwxwYwzi4xYoMMm61i9Nx1HjoNTxEtiZs7utAMhBJVoJBzGGDPOOWdCCEzoEeffwTGgqmo6ncaEcM4Z54cVP72GYuw4EM8JP4lKjJkYE0VR4vG4LEuUysxkDjEdnBc4CSB9AMaYc1YqFuuN+tBQ0uVyEYy5EA4n6C90Xd/a3HK5XdFo7Bj5otA7/iQWNgAQQhBCJYnWas2trQ1VVZLJtMvl5obdec0OHJwunJhZHwADzBrNRj6XNw2DEmIyhwX0H6ZhViq7tVqN9U5e0vExOM6GFwLIwhnXdb1er9dqNfQahxgcnEf0bJm9Ci/o9Wz0ev1p8SnGOSY4Ho/7/X5VVRnnhFDGOcK96QpCCM75gHEQeCjw8xWbL1OJXhi7QGWJ0lfyKMDAOv58ho5F9vNL/2fT+Ho/CJxzUMK8Xu/Y2BihhFL6itmM55eSDs4jzrSbsVfed5gw62Zb3Z/J+5dwKLhQFEVRFGAljHOMca9HGTqX93FVZwT9UjJUVcUISZJ8vEgkDKhEXZKVsWcVwfj8m26vIjwwxlwIiUomEsFgECFECGaMv0oG0/mlpIPziG9VmPUqnHo9nIeJgcMEWL8Om0QpQyKfz+/s7ExPz8iSLETPZhlCiFJKBzoZ+hUJ3mw0nz55EgyH0sPDPVvtxJJVhHT0jH35uued+b6qMOMcE9JsNLMbGbfbnU6nXS43e4XA73mnp4PzhTNtmfXK2e3YNCcxZkwIwRlvNVuVSqXdbrtdLowJF6LXKb2cc855t7kwGIARxuiVuRuhpLxb5kIMDQ2RV5D61jLADrbatbzObjEhBCVEVlWEULVa1XVteHgYY4LR8aXZayLMgO04w3hPHUcJMyEEY8zlcum6/vTp00qlsu9pDdLhxxg3m81mszkxMUEIMU0TdqedeySUEs7i8XggEFBV1WQmIZRibIcNiA7K5fL8/DzGWJKkAT4Vmqbl8/lYLHaMe8QY37hx49gZiZjgfD5f3NnJbW0d7xPOOIQQiqIghLa3tiihlBL7bdXAzWgausfrmZ2ZIRjLVBIdvap7msxhbxdCSJKk6/ra2hrn3O12D57DHACcYXd3Fwhu6WoOThe2LLNQKKTrOuzXQeWzlFJFUQKBAAQMeoLgnBDq9rhlRaGEYEwYM20mKYB7x+12j4+P1+v13hd+1nEw9WNqaioej3POe7WSZUkmGEuyLHpXpEyTBYPBkeGRZrNBKBnIYjQhBIyHDgQCPp/P7fb09F7OGUIUIxQIBBDnnaYBGKEeAmexWGxiYkKW5QHm77IsM8aCwaDf7weZDalbgx0jOPuwxXAnJyfHx8cP6lmH7dfzqJFBGpgsy8ax+v5xzgqFws7OzuzMLCWEc8YtRvCy70UIBYPBubk51PE07iPsICkQQOTjvdcwjcePHgWDoVQ6RaWePeSRcMTv92OBjpHsd/ZheUoppdDRQ5UV1IvRgDGBeWbLy4suVZ2avKioLrNHp/fo6Ojw8DBjbJA2bTcsDYwxRindK2noXTNz0HfY4giW0iFJUregOuycnMd9bLX5oZT2KoyBDvV6Y3tre2J8wu12E0J70ktN0wSivTAH5Fyfk33hKLBEj3dHQohCoSAQSqVTvb4XMtZlJFNCYIDy4EEIYfVgo1xwzgnGjHE7ygPGGJwKmqaVS2VFkacmLx5jDfBw7bSCO9cAn6qVQOS08joL6MEVhjG2mZtwTvcx+L675VlPNzI8nE4kEi63yzB7KOm1oxCcR3oetmbLU23zpp5dJpAsyW+88Ybqctk0y0A7sawT6MgCfbAGFZYehjtbyOYMB8ZMQaipaV6v78aNG5RgSZZs1plZD/R16+b6+tzpucCZzmY8L8AYS1SSPBJCSNd1TF+vI30M9OL76qTUI0QpCYcjjDPTMKTj+iodvBCUSpxzZpqUknAkjDjHmLJzGC/4drDPDnPMsrOAc+y/OjsQQui6vrW99XjxsckYTKAfyMDM6aLdbq8+fVooFM613/VsgnMuUaooiqZpjx89erq6apgGcYagOjg/cJhCH4AxwZg0G818viD2AjJCIKdlfh+Au4AQ2treqlQqkJ1/mHH32lL9VQbfwMAHSZYNwyyVy8VikTN+jB6YDhycFhw346sDM85lWR4bGx8ZHZNkyTRNLjgi5FV0BcdLCXgWBBJIkuW3bt1CCEkvyvzGXQO97Ez2GjCIrl9edu8YFDD0fDIXJaTdbvn9vltvv20YhqLIXCBnGzo4L3CEWR/AOWcII4QkSUIICewM5ewbumNmnDOEkCTLL6mbFs9E2muFvR5dPV3dBca5RCWMESFCopQLQYjEB64fjYNBheNm7AMwJsw019fX79z5Qjd0J0/3hCC4ePDgwdOnTx2zte/AGEuUUonW6rVv7n8zPz+vaZrjZnRwjuAIsz5AohQhpGlaq9VkJiPYEWZ9w7OIGcFCiEajoev6K44mcXAQGGOTMc64aRiNZqPZaiEnSc/BuYLjZuwDMMaSLF8YH0+lU6qqMs4QQkJw3HvjfAf70F1nJsnyjRs3ZEVxCNt3WLXtHo93dmYWY9RpSeXIMwfnA44w6wN0Q6eESpRyKjHOJadF28lAolSW5fPYLO3sA4QZjJl1uVyU7NnDjkPXwXmBo+H2ARgTzlg2m7375ZemYdhvVe6gJ7Tb7c8++2xlZeW0FzKAgNI9VVWr1eqXX3758OFD6C1+2uty4MAuHGHWB4D0opLk9XqcpgknB0JJMBh0uVxOzKzvAPWLc0YwdrlcLrcbIeS4cx2cIzhuxv6AEJocGhoaSlBpr6+jwwj6DolKM9PTRJKOQdvnjIwBspstH8BzFdOi59wNjDHnTNd1j8d76dIliRIqOQ3DHJwnOAy3bzBN1mq1GOeOc+aEYDLTZMzJZuwGfiFIzztQCEEIlSWZUGIYhm4YCCGHzg7OERxh1gdQQoTgG5sbX331FTPN7vZLDvoIwcU339xfW1s7oZCkGBjwnukjhKCEEErqtdo339yfn583DUMMkAnrYODhuBn7AJBbXo8nFosJIQgmXHAnE6zv4JyHwxGf3+8oChYOkgIjhHHPXRoJIYxzQomsKIFAQFVVQimVJG44ddMOzgccYdYHmIwpihKPx+OJBKGYC472mgo6hm8/IcnyzMwMJgQq+fqCbuPjdZaRewMLTeZxu2fn5ighEpVYL5P5HDg4XdgSZnYO/Hn0SPSLeXHOGMa6rhum4fV5D46KdtAXYIwbzaYky4qqnvZaBg2EEIKxEELXDV1rUYJ9/gDGZJCSZRwMNmwJs+7xUYcJtvM4YuowAdyrYCaEGrq+Uyzm87krV6/Iisw4s9k6AaZ4I4Rew46OvZY/G7q+srLi9fkuXLjQr+Gc53HfHo29iQE97mHOuayqQvBWq/n0ybIsyzMzsy6X+2TW+AxnWQk+Ym+c5WW/tujZMnuVawYVBGNBiESpJZmcJkAnAUiqkSil9Fm63gu2Hd57UXS2pU0t4VwrE1aYDO5BHCSM6PrZ/Qb4C2Oo9yeEqqqKEKLfipg/y8rES/fD68z0ziCOEmZCCEopY6zVajHGOOemacKUE8BZ3oi9gnMOtpGqqoQQRVF0XZckyeZ+xRhHopFINCwrChdCiL059C99I3y+aZpsL+lcWB/4KrdzZgE7yuPxUEp7vUdZlq9euYIwZiajCt33YMTzP7v/FWNsMrPVbiOEmMmQePHY1O71HOaBOLMxNoEQIUQ3dIlKMqXMZF6vhyAsS3tO7655bwJhwYUgz+tcXAhmGj6fd3p6RgiuqioXSAghwMzDtu6XMVav163TdBJ3erqwNgAhhBDicrkURTFNk1LqNFo7XRwlzGAvcs4zmUylUnG73UKIgdygCPidaWKM0+l0NBpFCBFC7GteQgjT0FvtdjgSRogiAamML6cVxpgQUq/X19fXdV2nlNoPubHzOWuqWq2OjY2NjY31qtgy06xWq4qqejxetN+0eIaDLxKMKZXqtdrq6posy4r04m1/roWZZY9ihBr1hiJJ0xenQ8GgeP6f0CGbEmPMmClLcrvd0tpNhJCiqMeYcprJZJ4+fer3+z0eT/frg8ToJUkyDKPVaimKMjk5GQ6Hu1wyDk4NRwkz0K0YY+122zCMoaEhKGKxLjhbh/mVoet6pVIpFouRSAQMCJvCG8pUS+Xy6urqrXfeIZLUU9WqLMuapm1vbw8NDXm9XoTQACsNnPP19fVqtXqMDpZCiOWlZV/Af+ny5WN8dbPVqtaqiVg8EAi88IJehdlZAxdCkmWMULPRrNXqzVYzeMidvuC9nBNCFVWtVHYXl5bcLtf0tNvlcrMeS9ZqtVqtVkulUi6Xq5tug7SfhRAul6vVam1tbQ0NDYXDYTTQZ/a84OWWGTw5n883Pj6+r/foWT7YvQJjXK/XLRmG9nRVZsdOMhkzDUORFZ/PZzVNsEkc6wx4PJ5UKhUIBA66cwcJnPOtrS1K6TE2DyHE4/V4PB5mmtQeffjzPSxCoVA0FhtKJPriZjxT+x88q5JEKaEYofz2NumFt1KJMpMxZhJCvB6vLEu0F8/Es8+hNJFIXLhwAXUGr+8tb4CUYEIIeHEajQZo/I4kOws4lCNYRpgQAtxZpmmapjmo1jSExyzHHdymTY8fJYSq6lByKDEUR5gghAQXNmMM3eCc67oOX63rem83cOYBXVFeZQvJsnzt6jWDmYTYei4YY4IJEoI/z5QJxoZhMMYGjAFBwgsn3DQMwzC5EJxzYs9JwBlHCLXbbZ/PNzM7gziXFcW+LBNCEEJg93LOGWOyLA/eHgaAmxHu9LTX4uAZBieD43TBOa/VaoVCQdM0jDGhDmH7D13Xt7a3ms2m0zPQJuynaIGqIUtyq9Ws7FbqjQZ3uow6OFdweG5/ILjI5/Pz8wuGaZz2WgYWnPOVlZX1zPqZ8u8NBsATQyWq6/ry8vKTJ0+YaTp0dnCOMJiBmW8fmOBAIJBKp6A6h5kMD1DdwhkBISSRSHi8Xsdi6AECIWEVnz37uf8qIYTgnHFCaCwWUxSZUEqpxJ2OVgfg2KxnEz10AHHUtMPAhcAYx+PxeDwuQJI5XfNPABjjy5cvG4YpMBJcHGPQyWBjr2G+wPxFR1V0l98JhPFzSfcYY4nKjHOfzxvwT0mUCIF4/3pgDhIGvhj0nMKxHvoAzhnGuNVs5fM5TdOoRDFxhFn/IYTI5/P1Rt00DEeS2QTe99vhrVNgCkyz1drZ2SmVy4Zjkx0CJ3fxbMIRZn2ALMmmYW5ubT569NgwDYLJMQZKOXgphBCPHz1+8uSJw0pOAqCEtZqt+fn5RwsLpmk3a9SBg7MAJ2bWH1CJxuNxt9stUWqaphDCcayfBC6MX1BdLkmWHad3fwH98ikhfr//0qVLCAn5FVo5w/7v4/IcOHgpHGHWB4DbIRgMhkIhxjl3vBAnA1VVx8bGEKHMNFjv3UMEF/ta2DiwADuWce5yuTzuIYIRxMwwxgjhgz2tBrV5goPzC0eY9QfMZLu7pd1KZWRs1OVy68583hOAYRhrG5sutyuZTJ72WgYTlJBms17cycuynEymMD5mGMJRGhx8+3BiZn3Ddi43Pz8PHb8wwc6Izr6DMfbgwTdra2uNZvO013IWgRHC4pjDhzDGsiwRSmq1+sLCo6XFRcdP7uB8wbHM+gCTmUiIVDLl8XoURQGPFhOD1i3p1EEpvXr1mqKqoCgcpvm/zkS3MhZBsFk02vsT7b1ycOCAEMIwTIKx1+e9dGmuazjf60xOB+cJjjDrD6hEI9FIOBImEjVNk0qUOwmN/Qah9ML4BUyJpmkHids1r2vvF4IJxhhhTPCLS68GDJYMw6LrT/gn8ezPF451Aa8gE8LjdntHRiBUJoRAjkLm4JzAEWZ9AMaEmay8W9rdLY+Mjrk8bsa5EE5NZZ8hEFpcWnJ7PYlE4ijRdFxX27lH9+ToF/370fPMoMt+pVKt7BYxxqlkSlFdvY6AceDgtHDoJOXurvndvwxqXLf77kQXbLxzjzvs7u5mMplEMqkKV090Egdw3Js4Bzj+nQrUajWz2Ww4Eh4aSj43iqX74xFMRraF/t3W2cCL79HWzWOEhRCEEsM0tra3VVmOxxMqIYKZ4nCP7uFfO6AU7sLrc6fnBY5l1gdQQpjgUGemyAq86JhlfYfL5b506ZIkS5QQ5pQx9RvQCMvjdk+MT1CCVVU1DcOJmTk4L3CEWR9gMkYJiUai4XC42Wqd9nLODXqtVcIYDw0NUUnSBnRQ1ilCCEEwNhlzudw+n4dgbBgmIeQwN6Njizg4a3DcjHvovrvevAcCYYQ457mdnfxOfnx8olcqvSYUBuzbVPteP/KdiHO2srzq8/uHhob4y9yM1sc+9zQH2zX0/L09/3+BOtM7///23qQ5riM7G87hDjXPAwqFgSAGiiAJihRJsa32Z3e43V75fR2Od2MvHF5441/gvf+JvfDC7pVb0W7ZLbcts6U2JXECQYwEibGqUPNcd8jMb3FQlxcAUbgAQZEA6wmFAgTukHnuyTPnyddPXiAmBMG41Wrs7GQpIen0EMZk9xHHe/MHx8nne6ZnBf19ZqcAgrEQotNpt5r9/U9vEbpuVKvVWq12Xo8wfoeAAhCMsWmycqlcq9U4YyfeNN1HHz88+mHG04HgIhgMqS7Xux7ILjDG589aVFV1dHSUUEKlPt+eMjDBUNCvKMrIyIgk0T6R+zhbcBRmtP/mTUTk+9zPzT6140WixG70RlVVr8/b7f8nnKsTcQBvMhHrmUBtJ0+zX/O261YO8tXBMRxyJ0JCBAIBWVEM07A3dHdYzYj2xdl+cA50/kVOiNdF+vZEFg+fPDMZ5wxjIsuSz+dzu1SMqWHoCJNjhRnRKVH4TWTFDyZn3iEvHQYncz8uH751vj0l/KDGl72R9nGF5vtMUKisy+Wy5Ur54viEx+s1uYnIOx4qUNs5nd//8kvO2OLigj8QTA8NveuxnATH/SI/MAihlJBqtb69teFyqUPpoXe4z+xNZMWb3HvW4WTux+XD95xvLfygygxOrAYcVy1RSoGm76c+45y1Op1ypWKYBhf8HR4daR1ybZHLCRfiLt7nkzsM02w0moRKuq6rqvquh3MSvLd0BqahkiSEaDQbpmlwIQiljL+bltlvIive5N6zDodzPy4fvrd8a8dpVjP2DqyBSLVobR7/HFsg5VvizpPHSaBRECaxaDQUDMqSDB3tnPdpFQdwsikA/YUQqqrCDw7VP1yAMSaEMMZO9naHOGyaR89aIFmWxsfHZUUheznt9WHGHsHGdxcawhhTSjHGb4XO1ry60zucDPsnLxDiQlAhvF7PxPg4IcSlqqZhCIiiO33zqXEy6soKWPLHygHbe3yfQM44xD52ektvOS7syqyH4oHF7ny9H/f6d4LT9MzsPCdJkqZpGGNJkiRJEkIwxgzD0HWdc+5yueCXlhg97IHwA8a40WiYpkkpVRTF/sH2XU8IAS0iSZKl+d6E1WBGvdcSJcRkzOvxcsElWYY3Wq7k6cJOMVVVG40GIYRSKsuyaZow93q9bpqmJEmyLDtRqLIsM8YYY61WC/4JAvewKYNEhglaKvMEk4XvBTaKk1g/IdTn82HyQxSA2Eclut6tJEkIIc65YRiGYQgh3G43clxuQwjRNI1zDk9WVZVSuk8UwnuBwy3NBxIZ7npzufnaGkXOuUSpaRiMcbfbI0mUd1fnG77udQPA1g9AW5CSlppnjGGM2+02XABeuHB8TKCmaXB4hSzLsiwfqWzgLZbufOP5vTMAfUzTBC+KUsoYOyhjgcjtdrvT6bjdbkVRej9WCKFpmmEYpmm63W4QNdLha9Ba1/Cigwv84PUIIUmS7J7fCT7EKQsF0DrNZhMIChqLUhqJRBRFKZfLjx8/JoTcvHkTho56ahpCiBBCkqRmszk3N1ev16emptLp9GHzBNrRbsNvoOCpJNvg48GSO7ioGOdCiHyhkM1mPrp82eVxC8bf0q4HjLFhGK1Wq9PpwD+B1KFQyOPxUEpbrdbz58/z+fy1a9disZiTZ+q6Tiktl8vPnj1TVfXatWvw4XqMATQfYwyMld7Kr8dzLBOeMaYoCu2e0/3a6zlni4uLPr//wtjYsV50AmiaVq/X9+0BSCQSbrdb07RqtQq0unLlSiAQcGiucs51XV9ZWalUKtPT0263++BMgbtAn4FYb7fbkiSpqgpCxLlMfz0ExxLlHcY4t58lDWsNY9xqNTPbW5Tg8fFJWVHeRs7M0taVSqXdboMjxTlnjMmyHAgEPB4PY2xnZ+f58+exWGx6etoSF05QLpcXFhYopTMzM07Oy4avYBgG2uvVnRXAMgQrttFotNttXdeDwWAkEoG1uU9gggx58uTJzs7OnTt34vE4QgjcgNc+n1JaKBSePXtmGMann34KrIgOF6qMMfjE8H8rRNnDOEYImabJGNM0DSHk9XpBEx+LDqcZZpRlWdO0Uql079699fX1GzduDA4OZrPZUql0+fLlK1euGIbx6NGjUCg0MzNjp13vMTDGdF1fXFysVCrpdLr3JOGxnU5nc3NTCDEwMBAMBu0PPOxGuw9nj5PA68DF0TTNNE1VVfcYGgIRjDln9XotXyhMcYYRRhg5j4gefHWPi0F7ra6uPnjwoNFo3LhxIxAIZLNZ0zSvX79+8eJFxtjLly8fPXo0OjqaSqWcbMkCQdZsNmdnZxVFuXLlCur6AYcNuFarPX/+/Pnz5x6PZ2JiYmxszOVygTg4crIHGcnypAkhuq5bfsneOxEzWaNRB9ru8eTsj0fdTb4CfhA90GOcrVbr6dOnDx48iEaj169fN03zxYsXoVDo9u3b0WiUc/79999HIpGpqSlwLJyEs0BLra+vv3jxIp1ODwwMACeLva4/uBRCiFwut7i4mM1mE4nE9PR0IpGAtxwWmdi/JVwILgRBQvBXlZyUUMF4p9ORZNlOAca5RCmh1OS8UCyossw5w856Mx548xEUBn5DCLXb7Xv37i0vL1+7du3ixYuFQiGbzY6NjV27ds3j8eTz+YcPH165cmVqagoWoENr3TTNubk5hND09LSTb+1yuQqFQj6fD4fDoVDIySsOTtnhXW8DEACsVCorKyvb29uBQCCXywkh7t69OzExAcGwfaup0+nMzs6urq7euHEDzCawiV/7fJA5YCLfvHnT8p4PM2FlWS6Xy2tra5FIZGBgwNJ8h1EJ+L/RaKysrKyurmKMJycnL1265MQQ2UOHY13dA5xzCAMODg6GQqF6vR6NRicmJm7cuKFp2hdffJHNZv1+fygUsjjy9TLLPrguVFWNRqOqqkIkrfdINE17+PDhP/3TP3311Ve1Wg08qhMbs7IsK4qiadrq6uqjR48ajcYhQ6VDQ0M3b94En91arm8DPp9vaGhIVVWMcSwWm5mZuXjx4vr6+tdff53NZn0+XzQaBR3cQ7vsdy4Z83g8oVAIxCVEEQ+7N5fLPXjwoFQqRaPRFy9e/PKXv9ze3j4xhSF0LElSpVJ58uTJ0tJSvV4/bMxXrlwduzDGTPOwo0wQQggfLXyPhM/nS6fTCKFms3nhwoXp6enh4eGnT59+//33pmkGAgGfz0cp1XXd+YeGaLDP57PCv68lMjx2dXV1YWFBlmW/3//VV1/913/9V6lUAmZ2+DqIEcLgiECSQFSg4k5+9tGj9fV1c69FSAgxTINz5vf6pq9cufTRZZfLza1rjkPQIwkCljulNBwOJ5PJcrns8/lAh6mq+m//9m9ra2uU0mg0GgqFLKvX+cQDgQCEf4+UhvAVdF0vFArlcvm40vM9ASHEMIzHjx8vLi5eunTp1q1bN27cQAhtbW1BMHzf2hRCBAIBMPTBROi93oUQXq83HA4jhCwJ3INWGONqtfr48ePNzU3rNz3GTyltNBqPHj0qlUrhcHhjY+PnP//5+vr6cWiA0CmGGUFFg1ebSCTi8XgwGBwaGkIIzc/P/+Y3v+GcS5IUCARa3WOCKaVg0lJKPR5PtVq1noMQAtWlKApEV9xuNzwcISTLsqqqnU7HMIx9ZAIzORaLgakihDAMw0nowJL7LpdLVVVIOGma9vLly1wut7CwUCqVbty44ff79z0NI4S5kGVJUWSf34cQEgiL45/S6/B6zrmiKMFgMB6PY4yHhoYSiQSl9N69e7lcrtlsplIpGL8QVcSfVwAAIABJREFUAthUCGFJTwhOoq4zZIVhQaP4fD5w88GAgEA5OhCCaLfbwWAwlUoFAgFJkv7xH/9xZmZmeHgYVPiRniXYiYQQoHCj0QCjcn5+XpKkzz77LBgMwrARQuC7EIwpJRyhWDzObD6QwMg6wAsjhJHAgiOCBUKyolCJUkoRwRhjSaKEEsEF545iF6qqBoPBYDBICPF6vfF43DCMr776anl5+Q/+4A8wxpBsgCUNvrthGGDkWjwM06SUQoIBtJTH45EkCW6xjGIwdWVZBqOQc+52u8Ph8MjIiCzLz58/X1tba7fbzhMJAiEqSYRSWZKQEIamaZXa0+8ffv31N9M3ZkYnJ10ul9xNAYK8k5BkmkxRlLg7hrsfkRCCsP1cz0NeJwTYnU70gZWj8vv9yWQyFAr5/f5YLOZyuZ49e/a73/3uZz/7GSx2l8sF5j/cCGwM3AgpeVgOhmG4XC74apqmaZrm9XotsauqKhB5XzDA4vz19fVmsxkOh/1+/9nNmc3OzmYymZ/97GfgX0I8XAjhcrmEEJqmQeqx0+lgjBVFiUajgUAAEuTAn8CHsDwh7G+XErAqKaVAZNQ12YF54GLGGHydSCRy+/Ztj8cDwscuM62QlaZpVkhDCBEKhQKBQCqVIoT8y7/8SzabHR0dVRRF1/Ue+Tk7TlmZQaQIZliv13d2dur1eqvV+uyzz4CmqCu1IZJrGAZkJmD1ut1u0HCaphUKhXa77Xa7IfJrzxIXCoV6vR4OhyHLYh+GaZoej2d8fPzjjz8ul8ugX53YziA9IWfT6XRarRaE7J8+fTo/P7+ysvKnf/qnFy9exBjvC9xhhBDjnLNisVAul8YnJjElAmHOHeU2gFbHMvAtdDqdQqHg8/meP3/u9XrHx8eTySSsRsiyKIrS6XQYY/l8vt1uu1yuaDTqcrkgodhoNCDCHggEQJRA3gIhpOv6zs5Op9MJBAIulwsEtPXecDgMxgqlFLKYCCHgYyfzBQ6u1Wqc87W1tUwms7Ky8vnnn1NK/+qv/ioajYLcAXbinBOMBcYCE0PXFxcWPB5PPJ5QFLnreVinUSKMBGKmTIlu6LquY4Hb7Y5b003ODMMwDZNQIkuOrG8rym+apmEYOzs7S0tLyWRydHTUygEAuQghkiSVSiUoxiGEJJNJ+L0sy51OJ5fLmaYJNhaoMRAKjLFCodDpdBRFAbECl4F08Pl8cA5Do9G4dOkSJJ4tZXnk+E1mdjSt3ekUG41aPr8yN//NvXu//Ldfzdy9fefHvxeNRQ1dF1aQEyFKKGx4qFQq2cwWpWRkZJQQivZuTj+MR+GzGoYBAhQ5LooBNVOr1XZ2dsCi+vM///OhvfsIwSYDu6darYIxBzKBUmoYBoTWO52O3++PRqNWbhvuqtVqkPP2+Xz2Z4K5XKlUgNXdbjfQ/8gxv2+ANZtKpZ48efLll1/+9Kc/TSaT6XS60WgUi0XOuc/nUxSl0Wjk83mEkN/vj8fjQLpKpdLpdDRNc7lcqVQKFrtpmq1Wq1AowJPj8ThkAcDlQgjV63XQPWCrtdvtTCZjGEY4HAafWAjh8/mA4Lqu1+t1UF21Wo0QMjAwAAl+0c2tuN3uyclJsPNSqdRnn30GwSf4iA7pcMqNhq2ai06nk8lkvF7v2trawsLCjRs3EolEu92GRQ6rsVarZbNZKHEsl8sgGSORSLPZ3Nra0nV9fX2dUjoxMXH58mXRTYxXKpW5ubl2uz05OZlOp/eNB5Iu1jjBCnAS2obnM8ZqtVo+n5+fn//FL37x7Nmz7e1thNDf/u3ffvrpp4yxXC5n2XQAjBARyDSM1RfP19bWFVUNBEMdXbe3qOgBsFwqlQpIASfxd+uyer2ez+cZY9999102m7127Zrf7wffC6SqEKLVamUymWaz2el0KpXK8PDw5cuXFUWp1Wrr6+uNRqNUKlFKP/74Y5/PB1zlcrkymczCwoKiKJcuXfJ4PPvyf+Fw2MrWttttn88XCoXs1Ry9x48xzuVytVrt17/+9b179xYWFsrl8uDg4F//9V9DUDqbzVpFwLuinxAskNbpfP2734UCgZnr13cr3Hb/w3AgMhZCIkiVpEqxVK5UVFkpFPImQbrghmFUKmXOOLWV0fbmB8sD2Nzc1HX98ePHiqLMzMy43e5Wq2UYBthSnU5ne3u7Wq1yztvtdqVSmZmZiUQisiwXi8V8Pl+pVAqFgmEYU1NTk5OT4DeDXJidnW232+Pj44qiuFwuSwFArEIIUSwWnzx5UiqVrl+/DoHl3uTdNQKEQBivb2w8fTb36Pvvf/OrL54/Wwi5PAMDqf/zf/5vMpkwdSNbz2EEXitGCEmEwJSzmcyjRw/8Pi/GxO8PGCYDg030DN7CvbquNxoN0U0BOhoq50KIarW6tra2vb29srIyMTGRSqXs3wgM32KxmMlk2u12q9Xy+XwDAwNgRdXr9XK5nMlkisUifCCv18sYAw7J5/PLy8sgRrxer/V2UFqGYeRyOXA1nj59KknS8PBwjzHvGz9yJhXfNkCpz8zMPH369B/+4R8ajcYf/dEfDQ8PK4qytrb28OHDdDp95coVzjmE/n7yk58Eg0Egfr1eB4uqWq0ODQ1dvXrV7XY3m82dnZ1cLpfNZjHGd+7cicViUIuQyWS2t7fX19eTyeT169cjkUin0ymVSrOzs+VyOR6PQ/hqc3Pz0aNHFy9evHnzZqlUevz4cTabHR4ebrfbpVIpHo9PT0+nUilkq/KDZQXZHIiComNW8L6VEmfcLbFzu91er5dzvrm5ubGxEY1GkW0/0/b29vb29uTkZCgUWllZ+e///m9N0+7evVsoFEql0tDQUCqVgrAvPBYWSbFYrNVqw8PDYJ3tS7xbsuC4FhY4AVA8ls/nFxcXFxYWIAQK8R+EUKfTgdfZK1AwQjKVmGHEYrFEIsE4r1arAmOMHe3JgA/ZbredVE/sgyRJnU6HEBKJRNbX14vFYr1e93g8qBvNMwxjaWmp3W5fvXoVY/zVV1999913brd7cHBwcXERITQ6OhqLxXK5nCRJYARAJrZcLgcCgaGhIciigf1hsRTExGD3xcuXL0dGRsCMclgEIYQol8vZbHZ5eXljYwN+7/F4wDSGrCS4yAisckIooQRjwdgnN24IIQxdh3SOeOWZYYQQRhwLZshyo9FoNZvcJZqNhlBkQzAuRKvdlhxbeZbvZRgGOLsul0vX9UwmEwgEMMZQB8Q5h0KvdDo9MTFRKpXW1ta++uqrP/7jP/Z6vTs7O9vb2+Pj47FYrFgsgu+i6zpo6FqtJoQYGRmJx+OKogAnWJFzQkij0VhYWJibmwNxHIlEIpGIo3A0Rp1Op1Qu5/P52dnZF2svXW4XY9zr81FKNd2gutZqtxAXoMwIJkjsbklUVfWTT24SjE3DKJcrhFJLkPT2zCCICrFW5Lh+GKQBQsg0Tb/fr6rqzs7O1tbW1NSUdY0sy4uLizs7O5FIZGRkZHNz8z/+4z+mpqbi8bgQYnl5mRAyPj6eTqdLpRJwJsQkGo1GrVbz+XzJZDKRSGBbYTOI5nq9DkKcMbaysmJ/6RkCxljTtLGxsb/4i79IpVK//OUvFxcX//Iv//LatWvRaDSbzUJI3O12+3y+TCbTarWsbTwY43Q67fV6v/nmm3v37nm93sHBwZWVlUajceHChVgsVigULPeg3W4TQkZGRnK53NOnTyORSDAY3Nra2t7eHhwcpJQ+ePBgeHg4FovVarWFhYVEIuH1eiuVyosXLxYWFiYnJ8fGxp49e7axsQE+tMfjgUAXmN1bW1vPnj27f/9+IpEYHx+/dOmSFahwwk6nr8wg6A8JQwjLUEpnZ2cfPHjw4x//WHSzkaVS6cGDB4lEIhKJBAKB8fHx58+fb29v379/3zCMaDSaSCRcLpff7xdCgIvaaDRmZ2evXLly9+5dKGvelzODIKcsyxC3dLhlGCDLcqvVghjR9PT0zZs3/+zP/uzFixe/+MUv/ud//ufzzz//0Y9+dPnyZVmW7TvkEEIYIcE4RgIhgTFGBJsm4wJhZ9oUws0Q6HBIYSEERFFkWY7H41NTUxAk/Pd//3ev13v9+nWrsubly5fb29tjY2PBYNDn812/fv3evXv379+/fft2JpO5fPny2NhYtVq9cOECxrhWq1FKV1ZW5ubmBgcH0+m0VQgK87VIDSKPMbaxsVEulz/55BNI4Dk3UcfGxtLp9M2bN3d2dh4/fvzll19+++239+7du3v3LhDZClbDeykhBGPEha5rBL/aZyZ2d/vCd0AYCSRMt6KokhyLxfxe//DwSCARMzjjQsiKksvmHHbcB8vG7XarqgqWUyAQ+OKLL7744otwODwwMOByuQgh5XK53W7ncrmpqSmI4g4NDX355ZcQfc3n8xjjeDwuy3IikYB5uVyudrt9//79mZmZq1ever1eSAWBs2sZYcC94+Pjg4ODv/vd7x4/fuzxeP7kT/7koAFnAWOE8W4ptMfrHUilwuHwnVu3Mv/v/+U3tv7rV//++PGTB48ejl+bjicSUYyIeFVBgxFCXBBKTEPHCNoXEWQzFNBuhvL1sDwzIUSpVHJCYWuawMaTk5Ner9fr9YLJFY/HregCbITgnF++fHlgYMDr9T579mx9fX1ra0uSpO3tbeDkTqdjmfNer3dxcXF+fn5sbAxKbdHerUuSJBUKhYcPH+q67vf7s9lss9nc3Nz0+/2Qtnm3ztaxALE+QsjExEQoFBoZGfniiy/+9V//1ePxDAwMRCIRsMghugg+GTi7sixHo9F0Ou12uy9cuLC5ufnw4UOwz4LBIGyCSqfTYBkghMLh8NDQ0MWLF6vVKrjCQgifzwdcCjq1Xq9LkhQOh8PhMGzgcblcXq8XSiiGh4c7nQ5kPfDe1gGyLIfD4R//+MdDQ0P/+Z//+c///M9/8zd/Mzo66vyIjOOFGY983K7ooVRRFK/XC9HtsbGxubm5hYWFO3fuoK5fWa/XZ2dnf/KTn6iqSgjxeDzBYLBery8sLPh8vtHRUagWAx/OEm2wpC9duhQMBqG+Q3R3OyKE4JuBU2g5E1ZC3knQA66JRCLJZHJgYGBycnJmZmZlZWV2dvbZs2eJROLq1asQI7IrM5lKiPPtzNZ2JjN9ZToYClri1cJhXhroJEh0O6Qw6kYRgchutzsej1+6dOnv//7vZ2Zmbt++DflSUGY7OzuXL18Gkz8YDIbD4e+//z6RSHQ6Ha/XK4SAV0N5jqIolUpldnbW7XYPDQ15PB7wk/ZFViH+trGxUSgUpqenL1y4AALayfhBSUCt4NDQULlcTqfTv/d7vzc/P7+5uTk7OxsMBicnJ62qX7AfJUIooYauz8/P+3y+ifFxatvpuU+ZYUnyuN1uj0d1qarLpbpchJkCI0qoLO/ZSt/Dy8Hdlgdg0qqqmk6nk8nk0tJSoVAIhUKu7gkJlUql2WwCV7hcrsHBQbfbXalUCCHFYjGZTAaDQWBCWZYbjQZs6f3++++9Xi/kCXRdhw0JdjqDxAkGg9Fo9NatW7Ozs8+fP0dHFfVBjFEIwUwzEAgMDg7Go9FL4+OV3I6XKlOXPuJCzM7NUa8nPTKsSvLuswQCz4wQWmq1NjfWFEWempyiigohS+uqw7ZQQ1rLSv323iSLbMsNiAwSIxgMjo6O+v3+paWljz/+GNxihFC9Xt/a2komk5BWlGV5cnKy0Wisra1Fo9FqtaqqKtivkHSpVCoY41Kp9OTJE6/XOzw87HK59hmLkMgpFouU0o2NjWw2m8/nrer8YDB4ZKRE7EXvi98qTNOE6auqOjAw8Pu///uSJH3++efz8/PJZBKKsXG3QA8sKkiYQfAMpGssFoMgTbFYbDQaoVAIKmv8fj9CCMIJsBxAZEEWzePxQO3e2traxsYGRMsJIcFgEOq6rRCix+OBfhdWhwfLUYYAGITWw+FwJBLJ5XI///nPS6USpKgd5olP3zMDAQSLE5wkyP5ZvAiXwU7yYrHY6XSCwSB0RnC5XKClFhcXR0ZGYDuqZa76/f6JiQnYDvXRRx9ZFSV2QDYefgYSuN1uh3LWgmEYoGDcbncymYTI79LSUqvVAu9tX2NA0zA4Z5qmaZ0OFBqwA+zdo0oKatgcjhBEMIhO2DZg7asbHh6ORCJWnId3u4HA2gbBQSkdGBgApbW1tTUwMMA5b7VaMAZJkkZGRmB3YDAYvHDhAqhY4DZrDFBRsrGxEQ6HP/roIyFELpfjnNu39B0G8Clh76CiKLBbQ9f1q1evrq+vLy0t1Wo1qLyCV3POkUACcyGJdrsNO4jbnY4qununDigzF8J4N3K1a0CYjFGJCsE1TRPCabmaVc4AFStWKQEMrNVqWQXNkEKDzWFAZEiM1Wo1KHGCBBgU40iSBFaFaZrffPPN9evXYeVbZV0WlSBJDuvIWtU9hOxuBhF3SxkJ4ZzLsuRJJlRMLoxdGEyn/cl4pd1sNBrMNBnCr2jBBUZIUMGY2em0IVmoIMzsyqynZwbf1CFt7QDaMsYqlUqlUqnX67IsQ94LCuEgwFssFqG8C6qWIPZjGEYmk8nlcul0Giw2hBDs6h0bG5uYmHjx4oXP55uYmICVYr0USmw++eQTkKqapgUCAQgIQdSBHL6J+H2DaZqlUimbzcbj8fHx8UAgcPHixVAoZBgG5C8gHYsQgtCrtfUeUulWASpjbGJiwu/3z8/PQ7YC4lWWC2WJYtFNdgohCoXCyspKs9msVqtWqhJjDB1DwMqxNCjqsgpwO4QZLN0GmlXTtFAolEwmj7uB/a0os1qtlsvlyuVyq9UqFouzs7P1ev3WrVuQFAEjIhQKgWG+vr4uy3K1WtV1/cKFC0NDQ//7v//79OnTgYGB4eHhZrPp8XhisRjk22dmZur1+q9+9atisXjnzh2rPAk+FYhsXdch8gPZNfgYx50FrAqQ4x6P58KFC4lEAnrkILRnQzQWiGKMMU4NpJLJpKwohmE4DzOibvs4h8oM5giss7Ozk8/n4/H41tbW3NzcRx99BGVgwCumacL+s8XFxeHh4Xg8DlGvjz/+OJVKQTLG6/VCIDcQCGia1mq1ksnknTt3vv766y+//PJHP/oR1NHt46qdnZ379+/ruh4Oh9fX16HGBALoR44fXC4rbwqUBF6fmpoaGhqCxiJ2W4xzhjDmDLtcrpmZGalnQpQSihAyDANjxJjZfQLHDGponTK8EALKW3RdL5VKqqpCivfy5cuQuIYdJrBZCtpVQCeFWq2WSCTS6TRUc3399deDg4NjY2NQmgtymVJ67do1xtivf/1rwzBmZmaghtPqvQTiptPpAIeXy2WI8IAf0ysXa+N03TAQQpwLhJCuGwbn4UR8+vp1k2IDCUoo5/xVmFEgOLzb6/NdvjwN7hLn/G20s0K2jSiwYFutFqiohYWFSqVy+/ZtsLdAXCCEJicnM5nM5uZmKBSC4JXP5xseHmaMuVwuyAQnEglIRno8nlKpFAwGZ2Zmfvvb3/7mN7/RNG16enof2wSDwVgsBl5dtVoFtgwGgw6zv+8PwOLZ3Nzc2dlJJBKc80wmk0qlIDyOMS6Xy/l8HmpuK5UKpDYhTgAGhCRJOzs7pmkmk8lYLEYpffz4cSqVikajUNJsiVYQjLD/AQTRd999Nzs7e+PGjXQ6vby8nMvlLl26BL1IYIGjrl0Im950XYd7cRfwVzCmPR5PoVBotVo3btyIx+Ov7bh0KB3+7u/+7rV/sB4B1asYY9jv3FvmQgniyspKtVolhGQymdXVVULIxx9/PD4+ns1mIcwK9vjw8LCl82C37+joKOQMq9Xq4uLi2toaQghKwF++fFkoFNLpdDgc3t7e3tnZAbvecmZFt9yxUCgsLi4uLy9DuS0hBLb7HckQsKgQQqFQCCKWuNsWy6rA3hdjRGi3yQQzTV3XTNNE0C9/b1yuB8CWh6rCcDgs7+3LcBCQp3nx4sXq6iq4vIVCYXl5WZblP/zDPwyHw81mc2FhoVqtxuPx4eHhcDhshQ6KxWIsFpuamoIYwtzc3NLSEhi84B4tLy9DQlgIMT8/D/WokJa3C9AnT57Mzc21Wq1KpbKxsbGwsKBp2tDQUCQSOXK+nHP41pFIhHebOgLLQsoT+nZaATegz261ohCg/aS9OTMbwQRGghDSrNW2NjYJocMjI6rHbTAmECpXyo16w+v1+n1+K6V6GPL5/OrqarlchmKtFy9e7OzsjI+P//SnP4UOC8vLy4yxZDKZTCbdbvfLly/b7Xa5XIZqxpGREdhqUi6X5+fnt7e3K5VKKBRSVXV1dbVYLI6Njfl8Pqi1g53RUNOMEJIkqdVqzc/PP3r0qNVqlcvlXC43ODh44cIFq4V0D/ZACNXr9Uaz6fX5gsEgQoJi0qxWt7YzVJLSI8Oq24MpEbtFit1HiW5BL2ecMyGERCWEsL3oo3c1I9jvpVKp3W5b1RYHYQ8uZTIZCNu2221IWVUqlVu3bkH0FSSJy+UaHR2FfX4bGxvVarVYLLpcrrGxsdHRUUi0ZDKZx48fb2xscM4DgUClUllbW8MYw6dZWFjIZrOKoiSTyX0jgUgm1O5Wq1XYPemwoylogng8/j7sTlMUpVAobGxs1Gq1crlcLBZHRkampqZAPM7NzW1vbzPGstlsuVyG3CTGOJ/Pg2R4+fJlPp8fGhoCCezxeF68eHH//n0odIzFYs1mc3V1tdPpQLFSPp9fWlqCan7TNHO5XKPRUFW12WyCKwbbAKDWrFqtzs3NVSoVyBBvbW3Nz8/DzkLLKcxms7/97W8rlUqr1drc3NQ07c6dO1Du5Jy2+LBsregW+Lfb7ZcvX2KMx8bGXtuAQ9gyakII4GZFUUAtQ3OHcDisqmqpVIJ9UT6fz+Vywf6SUqkENj5UM4OXWi6XgY+hPARy49ByghACW9MURYGGhNZIoCQPmAxq8KDTaCKRED07GiOEZFluNpuFQgEhNDY2BuPfd71diFh/As9MCL728sX6xsat27dcHg8XCGNHOWTwS3Z2dlZWVsbHx6EOvvctoEXAo4eIriRJkKEEqkKsBnaDQXwGGnHBfiafzwcBGShDkmU5nU4nEglN04Bu0WjUMAy4Cyp09g0A8reimx+FyBsUOPQeOci7R48eDQwM9Kgcs9Nt14ITCCNkGsa39++HI5HxiXFVeVWabw8zUixkWd7Z2vrfr7+hVPrx//cHgUSspXUQxi/XXuayuYGBZDo1CBzVgx8qlQpUmWuaZrVshhXIOQeRyhiLxWJut9swDNhkAsHzSCQCbKxpWj6fB8MrEAjE43HOucXwYITCPrNoNAopTOAHKPeHBgqQwvH7/YFA4EiOopJEMN7a3t7J51Op1MjoCObcJSuFra3vv30Q8Ptv3f1Udrs1bsIhfHbPDFJ25XJxceGZoijXrs7IisIFEt1jqPnh6kx0C0BWVlZKpdK1a9eOjBEJISDdCKEaIYTb7eacQwPMVqsFmzR8Ph8YuPl8vlwuY4w9Ho/f73e5XJDFME2zUCgUCgVwznw+n2EYsGUFyqdrtRpUeRzWqrRarVarVYj9wE4pclTPIIxxLpd7+fLl9PT04OBgj15QPxja7TbUMwOjxuNxl8sFCdpsNqvrOvSdgKgYNJ+r1Wr1eh0mDl2WvF4v9MLd3NyEMhC/3w8RF9h2BoZ+p9MBIR8MBjnntVoNWghBWMXr9Xo8nmw2K0kS9K/IZrOc88HBQZfLBVspOOeQToZPD9WP0DcqEAiEQiEoVT2WlXCam6YRQlAmDnlC1O3WA/IOel9CLQ1CSAgBthLoKpAC4Iq63W7Y2wsxBMhYqKoaDodBtIXDYYwxVKXbxwAzB7sDvKiD1zgHmBiOrhRCME4lyefzHn31GwNMAWiRAIsZkqvQBUqW5YsXL4KJBBkasGohJQmFSRC6uXjxItiqbrcbSJ1Op0HEQ7UIshHB8qKA/hBqs1Jx8K63YZ/ukxEer9eqvHirCIVCoMX3lRfCNKFeCfx10zSBS3VdB5PCWoSqqg4NDUHsF4rHdF0fHR0FIhNCRkdHrSCzpahAnw0MDIRCIU3TQBE6kZWvvCjbtfAjFt2SdEgZCsEZO4y93W6PLEuE7tbE4rcTaUQIQbE42KPQVAJqBEC8Qn0T1BoghKBRCCTSoDFEq9WSJMnv93s8nsHBQaiAADN3cHAQkjSapkGSokdsFuSSFYY5bqrmnQNG7vf7vV5vu91GCFmNEYQQkDIECQxmGdzidruhKAFS1KC/QZ4EAoHJycnh4WHrAA3OuZXTEUKAcACeB+sNGBU8XUjng6KC7eoQVIBPDIlJyJLybqMyt9t99erVZrNJKfX5fFCsflx5cjqbpu0RcKhcB+lp94fs19gLr6EnkJUnQAi1Wi14DmhEiD5Zhcsgwa1iM/uEQUYAIHJlL4VAR22StWKVwoZ917zuTpgRHhwcHEgNcIFMw0SYvO6cjV7vPeyl+2DV9lgUg4UNjCKEgEQ6LEirWsE6uwRMSKCMpmlwGVTrWN8L1jO4tha17WMAJka2ncXIWTvKg0x12GUHfoUQQpIkXb1yBXXPkESvCzPaOwvbiftaWvemM0jVfStKdAssO50OOLjW/62UsBUbId3G4ai7+RLZUqQgXsGGsxxc6wIQ2fto0nvMAoa3l4H3UMMiQbeXgP1mk3NKiMfrvTw9jYWQKBW2NwqERE/P7CBhe4wWmBAmCNMHHoO0Cup2CIKGKdb6tSgJRipEv6HLF3A4fAhY+7BACCFQBf7a8ViiCVjaSg/zbiejHtTeN/Ejr3x7gKCLVTRkTR+C9jAvQgjU1FiMxLv7kUGTwfKHZArktKxzQuAtuHtej/VesB7AkAW5ZH0Ia9VYnwzUHohxEFxQdAamM3iTUDkpbNUlx6LD6Xhm9rfybqs3K+2xD/ack126cduJLdh2VrJ1Pfxg31t2mOoWB9qQn8o0ezyHmUwgbpoGlRWMsei2rjiV99phTcoijvVnli16AAAOhUlEQVQD/N4qGUKvUzBWZtsiqfVP++wsAh6Mn9gfaOfvIzkPPu4bem+6rhNJIlxg+najOsBp1s/oAN9atAWSWroK2Yhp50M7few/Q/Wp6Bpeh132toExZsyUZYly0mo2KCVUkgiheyTKKZF8H+8hB4dXWZS008rifLDYLI61ZoSOWvt24WNfLBg72qX7noDaDhKxTx/oY0kh6xqxd88o2rtx6OATrCsP0oTtPfZhn6ze97o9vSZsD7dKpu1/PQH935dGZD147v3nKlmSmOBr6+v3v/3ONHQqUUzwmQtWoKMcpncOTdcfPXq0srTE+A9XbObEzzjZA4/1p7cNIYQsyZRK9Xr9yezs3NOnHU177TGeTnCYIWv99WQjPNlg+tiHw0xY5zceCedMfoqf9RhhRuRY2L3J+HqM58TPdPjegzN19FKBGGOUEJ/HGw6HjnHjgRcd9943wbsSDcKGHtcc+BVCCBFCQuGwz+8juNuitEeYEe2Jq3WfsWcYJxt/r3G+UwiLvLv/Poi9cVj7XLigssSYiRCOxaIYIYwQlDU6rGa0eBi9GSfvEztHPuR94OT3jRPeK+wjzmG0evOV9daPn/8QAIVhiWQiEosKDCFHzMXZyyS/56CETE1NSlQyTJP0DCqQMxUmOl2AHhJC7G5ncHgXxrDHPBAIeL1uiZJ3XW3eRx/Hw9tqNPw2HvveghLCudgtxfR4MPTI69EvoY8D6K17BEZIIM5Yu9lSVFV1qT0uRh8eB+5CCCS4EFhwITDCZPeYNyQExvhIBS+EoIToumboHYyE2+NjjCFMEOrVyAp1o1WnlWeypxvRcc7k7OMDR59RTgFQyZPNZp/NzxuGbtU0v+txnUMsLi6+fPniyOMIPlzi23oHw6GaztULJYRQ0mg2FhYXV1dXGbMd7vWhkrOPM4RTPs/s7MI+O+fxeoQQElD6Dx1pXcel0mvyGueUwoDDpnn0rAVCCO0eHm1lVg7PmXHGBJUOftZzTGf71Djj+9Jj+0iA9tFcvEq5uV0q7JaDC4/UiIeR9/xR2I4PZ6ZnBf2c2emAEJxIJKPRKJEoZxwd2JPRx5uDEnL1ylVFVTDGvC8+ThuQ+vV5ff7JKUqJ4Ijz3cRbH328/3AUZvzQDBBsg5PruRCMca3TabWab3tsZx1vwkuGbjQa9Wqlah4eZuS7eaMPhVdPC+CDAc+3mo1atSpJlJC+JuvjzKAfZtzFIcEYB/MViBJicpbJZjKZzK3bt90ej26anAsnuesPOTiz7/dH3YmEEM+ePYtEoxPeSdwt1dsXZnz1BrS/A8i5p/OB6YnXs9frKSAwggMZGstLy5SSmZmA6nIxw+yHGV8La3bnfqZnBf0w4ylACEEIdbvd0I6lj7cEItFgKBQIBN71QM4hoAEj4xxj4vf7wSPjRxXa9NHH+4O+MjsFMMExwcmBgVg8jgk2DBPhD7ig7q1BlqSPPvpI9Mu13w4EEoJzn983MTWJOCeUsLd2nlkffZw6Dg0zIlv0wPrnOXao7bODxqPIQcs4AEWYMdZqNdqddigclhUqxDHai32AwZmD03Qya103isWiqqqBYAi6v++GGV8J3O7Doa7Raojx4YUZ0b4f0C6Je1BACCRRqd1uNhp1inEoEqGEsF0yOn31a/95LrGPjOd7smcCfQv3FEAIwQQXCoWlpWVd1wkmwokA6OOYEEKsLK9kcznO++Gv0wfFmFDS6XRevnixsblhGkafhfs4Q+iHGU8BJmemYXg83sFUSqIS6zcCejvAhCSTCX8w+K4Hcg4hdpuFIFlR4vE4pUSSZYyPs+m6jz7eKRyFGcXeKM0PN7ofEG8SJBECYUxi8VhqcIBxbnabADl/9WuHcS5xWFjGyawlSj+6cpWbhsm7xzKhfVt6bb129wTbXtMD9/zReV8AcV+88WCMcQ8FODcxQSby+XyhgE8IoRsmcLLDNiIHH37+KGzHhzPTs4K+Z3YKkAhhSLSbjZppev0+RVFN3t/Ue/rQOlqjVhcYeby+kx5O0sfrgQkRnFNJabealVaDEOx2uSVZ7QcZ+jgr6IuEUwChRHCxtZ158OBBp9OB2oR+NeOpAxP87Xffrq2tcfbDnWd2doG7/zm9nhCEUKvVnJ2dXVpaMkyzz8J9nCEc6pnZgzPiwwgzogORVWc3IoSwEMLjcSeTCYlK4JUJZ+2sPtjgDDpmARhcO5ga9AX8VJasXwqErDCY2LNpGom9LztI69Oc2HuAPfMS1tlltt/v/enA7QjOM0sNDsqSpLpc3etwb5UoukcMf1CcjPYu3r7x+s7RDzOeAkzTxJQMDA6m0mkhBGOMSnI/dX7qkBV5YmqKUsjivBF5RXcPxrkUuLs+mW3XwhHqCCCEybjP7/f5PJRSggizykJEf79ZH+87HCkzIQS0KscYO9x6deYAp4qcxMLCCNZ8o9lsNJrhSFhVXZwx7Gxjr/U6S7CeYxNPCME5P7EKMQyzUqnIiuLzeSmVjqXPXhVEcPGBlJu+CjMKjLsNg+3/t0NwgRBSFaXVbFQrZYREJBylsnzcD8U537Xnzv7JtD1WIvzpHC/VswhHyoxzDjrsHDDoYaCUnljICiRM09zOZDc3N+/evYsxRo5bVJxLz6AHrOYdJ7AbGOdPZmfDkfCV6SvAic5pRzAmhBBCMN0dwLmUR4SQ3Xl1f4OR/V8IH0ayLh3q9cby8ook0XAoghFByGoC4ojYhBBK6TkWFAghSbKi3B/W4n3P4ajRMCGEc24YBiHkvH4/MCfBBz1uxB9jTCmNxWKqqgKJwP9w+F4AuIagUM9xuybOOdD5BKYDlaTxiXF/ICjJsug2tEAIIYStjVJiT6ZM8G4HfS4E45wxxhm3vrXdLd73w1kEsBClFNwje34M7W8Asj8xjBEmGOm67vG4x8bGMEIYk1e37l51qKywfmCMMcY455bEP3/gNnwg2cEzAUcMZ5om57zdbp/XHANCiBDSbrd1XT+BUQk08fv9Pp9PlmXTNAkhDiMt0DpLCGEYRrPZROfd3DMMA9jpZLenUimEECHH5kPGTGYyxkyTsXarBcrsnBlnYIoRQjqdzgluB8ksy3IkEqaEWi7sccfQ6XRqtZrb7T7rKYnDLBs4KEfTNF3Xf+Ah9dEDvZQZmK5gYZVKpfMRB7fDNF9VeCuK0mg0GGN+v58QYv/TkcAYG4bR6XQYYx6PR5ZlK9pzJBhjiqKADMrn84VCweoMeS7RbreFEB6Px7nzaoFQUqvXKcYIIVmWD70O7xJflhVQVZQQLqjf78/lsrlctl6rnsvqHM65LMvAiqjbWZRgjIQgxyF1u9PBGPt8fu6s0bD1HWVZVlXVMIxsNquq6llXZocB5qVpmtvthiO5cf8w3vcAR4QZQbBGo1FwNc7Z11JV1fpZCAF+VSAQOG7cAC7mnHc6HY/Hc6zIA8ZY13VJklKpFHhm54zI+4AxDoVC4XAYHd8HZYybui4kSggFN8L+VysUJggmlBJMcJeNDdPEhLg97mRyoNVqknNamQfhbkAkEgkGg5xzQyAiUYwJM5lpMLEXe+7vxh+ZyQglgnEs7XquvcOM1t0IoVgsBobg+Y6Wg0HmcrlkWbZ09nny8s8ijg4zEkKGh4dTqRQExM8Tg+5TG1CreYLQEwgRr9cL55lZZpqT5wA9fT6fx+PZPXDyXNc0QoyRUmqa5nHTKpiQYChomowxU5IO98wYp4R4vO56raZrGsKYEoII9nq8Y2NjCCEkxDkj7r5iFmChXU4WAiFUrpSLxWIkGnHyNL/fTzA+QZgRYxyJRMLh8Anc7jMEWN0wQZjp+Z7vWcER0gRWhWmaIJolSTpP38weBoHA4MlyuWCEWrUbJ/DqGGN2yX6OQxYQHnSu7O0QnFMqYYwJoYfcK6AIQXW7Y7HEytLzarkcHxxAAnGDmaYhKwqVqGDnM/xleU4EY4yxaZqUUplShESpWKxUym6PR+DdfpaHsZdASJLl12zCcbDVzLLDzpPJexB2o+Hg1po+3hV6NRoG2OX7Of5a7M0O1bUoc7KYA9SL2n9zXvMNFk7CSxgJJBAhfH+8a08YTNMNKtFYMiGEmJ2djSTi4VgUqSrBmJ3TLWZW2yq8SwqBBFJlCUsyYmz12bMnjx8lkvHUYEpWFcYMzjnBSAhbSqz7OTAmXSJhJPZQy2G74VOZ0RmClWV41wP50IG3trbe9Rj66ON0sLuJigtJIqZmLM89e/pkVnKpl69MD6RSXr9PYIzInm1Y5wPd3WO2BvdCCCE6mrayuPT04SOP233n0zvDFy5QWTbErtwV+FXvxkP3n9lw3oKzfZwv9JVZH+cHIJExQpRgzBEx+eLc3LcPvu/oWnJgIJFKKarKOMPOZPcZwu65Y/iVMsMYNxrNQqGwub4ei0TvfnpnbHwCSZQxxjHqK7M+zh/w5ubmux5DH32cDnC3FaFgjGIiSRIyWLVSXn7+fH19jXFuMEYlSsR588zQbh7slUYSQpiG4fV4L14cG7t40R8ICMYFRhwhLrjASCCMMRG4r8z6OCfoK7M+zg+wTUsRgSSBEEIcIYRRs95ACHG8+6fzJ5YFEnZlZhiGJEmKLFEq0e6ePIEQF9zqtSagHTE0vOorsz7OOM5ty5k+PnAIhBg0fCcYCeQPBhD0GSTnLca4B3vmttsr3zTMV3rIdqop7p/s0Mc5wtHVjH30cWYg9vy4mxniAiHEBMICCdz97TmEwLaE2e6vrC3Ph6zyV0k2J57Zm46wjz7eIvqeWR/nBwe3QgmEOPgnfFeui95C+RiRtB9Gtjs5h2z3zDFsTQ4KYTDBeLcmxrJZ8Z77+ujj/KCvzPo4R8CIH8iHkV3JbjsG5ZC7j58TetvqADtSZtZWsb2HcApIpCGYGLFdAz+IPff282F9nHH0w4x9nDdYDI3Fa37p5EbH73mv1s6rE3H2ontUtO267q/f8LzuPvp4j3Ceu8700UcfffTxgeD/B+73hD7gi7CnAAAAAElFTkSuQmCC)
BRAID does not seek to attain the goal of dumb-pipe block proposers
running default software being optimal. Two easy-to-understand reasons
why it cannot do so are:
- Last-mover arbitrage attacks: suppose that the
average time that proposers submit is T, and the last possible
time you can submit and still get included is around T+1. Now, suppose
that on centralized exchanges, the ETH/USDC price moves from $2500 to
$2502 between T and T+1. A proposer can wait an extra second and add an
additional transaction to arbitrage on-chain decentralized exchanges,
claiming up to $2 per ETH in profit. Sophisticated proposers who are
very well-connected to the network have more ability to do this.
- Exclusive order flow: users have the incentive to
send transactions directly to one single proposer, to minimize their
vulnerability to front-running and other attacks. Sophisticated
proposers have an advantage because they can set up infrastructure to
accept these direct-from-user transactions, and they have stronger
reputations so users who send them transactions can trust that the
proposer will not betray and front-run them (this can be mitigated with
trusted hardware, but then trusted hardware has trust assumptions of its
own)
In BRAID, attesters can still be separated off and run as a dumb-pipe
functionality.
In addition to these two extremes, there is a spectrum of
possible designs in between. For example, you could auction off
a role that only has the right to append to a block, and not to
reorder or prepend. You could even let them append or prepend, but not
insert in the middle or reorder. The attraction of these techniques is
that the winners of the auction market are likely to be very concentrated,
and so there is a lot of benefit to reducing their authority.
Encrypted mempools
One technology that is crucial to the successful implementation of
many of these designs (specifically, either BRAID or a version of APS
where there are strict limits on the capability being auctionef off) is
encrypted mempools. Encrypted mempools are a technology
where users broadcast their transactions in encrypted form, along with
some kind of proof of their validity, and the transactions are included
into blocks in encrypted form, without the block builder knowing the
contents. The contents of the transactions are revealed later.
The main challenge in implementing encrypted mempools is coming up
with a design that ensures that transactions do all get revealed later:
a simple "commit and reveal" scheme does not work, because if revealing
is voluntary, the act of choosing to reveal or not reveal is itself a
kind of "last-mover" influence on a block that could be exploited. The
two leading techniques for this are (i) threshold
decryption, and (ii) delay encryption, a primitive closely related
to verifiable delay functions
(VDFs).
What are some links to
existing research?
What is left to
do, and what are the tradeoffs?
We can think of all of the above schemes as being different ways of
dividing up the authority involved in staking, arranged on a spectrum
from lower economies of scale ("dumb-pipe") to higher economies of scale
("specialization-friendly"). Pre-2021, all of these authorities were
bundled together in one actor:
![](data:image/jpeg;base64,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)
The core conundrum is this: any meaningful authority that
remains in the hands of stakers, is authority that could end up being
"MEV-relevant". We want a highly decentralized set of actors to
have as much authority as possible; this implies (i) putting a lot of
authority in the hands of stakers, and (ii) making sure stakers are as
decentralized as possible, meaning that they have few
economies-of-scale-driven incentives to consolidate. This is a difficult
tension to navigate.
One particular challenge is multi-block MEV: in some cases,
execution auction winners can make even more money if they capture
multiple slots in a row, and do not allow any MEV-relevant
transactions in blocks other than the last one that they control. If
inclusion lists force them to, then they can try to bypass that by not
publishing any block at all during those slots. One could make
unconditional inclusion lists, which directly become the block
if the builder does not provide one, but this makes the
inclusion list MEV-relevant. The solution here may involve some
compromise that involves accepting some low degree of incentive to bribe
people to include transactions in an inclusion list, and hoping that
it's not high enough to lead to mass outsourcing.
We can view FOCIL + APS as follows. Stakers continue to have the
authority on the left part of the spectrum, while the right part of the
spectrum gets auctioned off to the highest bidder.
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)
BRAID is quite different. The "staker" piece is larger, but it gets
split into two pieces: light stakers and heavy stakers. Meanwhile,
because transactions are ordered in decreasing order of priority fee,
the top-of-block choice gets de-facto auctioned off via the fee market,
in a scheme that can be viewed as analogous to enshrined
PBS.
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)
Note that the safety of BRAID depends heavily on encrypted mempools;
otherwise, the top-of-block auction mechanism becomes vulnerable to
strategy-stealing attacks (essentially: copying other people's
transactions, swapping the recipient address, and paying a 0.01% higher
fee). This need for pre-inclusion privacy is also the reason why
enshrined PBS is so tricky to implement.
Finally, more "aggressive" versions of FOCIL + APS, eg. the option
where APS only determines the end of the block, look like this:
![](data:image/jpeg;base64,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)
The main remaining task is to (i) work on solidifying the various
proposals and analyzing their consequences, and (ii) combine this
analysis with an understanding of the Ethereum community's goals in
terms of what forms of centralization it will tolerate. There is also
work to be done on each individual proposal, such as:
- Continuing work on encrypted mempool designs, and
getting to the point where we have a design that is both robust and
reasonably simple, and plausibly ready for inclusion.
- Optimizing the design of multiple inclusion lists
to make sure that (i) it does not waste data, particularly in the
context of inclusion lists covering blobs, and (ii) it
is friendly to stateless validators.
- More work on the optimal auction design for
APS.
Additionally, it's worth noting that these different proposals are
not necessarily incompatible forks on the road from each other. For
example, implementing FOCIL + APS could easily serve as a stepping stone
to implementing BRAID. A valid conservative strategy would be a
"wait-and-see" approach where we first implement a solution where
stakers' authority is limited and most of the authority is auctioned
off, and then slowly increase stakers' authority over time as we learn
more about the MEV market operation on the live network.
How does
it interact with other parts of the roadmap?
There are positive interactions between solving one staking
centralization bottleneck and solving the others. To give an analogy,
imagine a world where starting your own company required growing your
own food, making your own computers and having your own army. In this
world, only a few companies could exist. Solving one of the three
problems would help the situation, but only a little. Solving two
problems would help more than twice as much as solving one. And
solving three would be far more than three times as helpful - if you're
a solo entrepreneur, either 3/3 problems are solved or you stand no
chance.
In particular, the centralization bottlenecks for staking are:
- Block construction centralization (this section)
- Staking centralization for economic reasons (next section)
- Staking centralization because of the 32 ETH minimum (solved with
Orbit or other techniques; see the post on the Merge)
- Staking centralization because of hardware requirements (solved in
the Verge, with stateless clients and later ZK-EVMs)
Solving any one of the four increases the gains from solving any of
the others.
Additionally, there are interactions between the block construction
pipeline and the single slot finality design, particularly in the
context of trying to reduce slot times. Many block construction
pipeline designs end up increasing slot times. Many block
construction pipelines involve roles for attesters at multiple steps in
the process. For this reason, it can be worth thinking about the block
construction pipelines and single slot finality simultaneously.
Fixing staking economics
What problem are we solving?
Today, about 30% of the ETH supply is
actively staking. This is far more than enough to protect Ethereum
from 51% attacks. If the percent of ETH staked grows much larger,
researchers fear a different scenario: the risks that would arise if
almost all ETH becomes staked. These risks include:
- Staking turns from being a profitable task for specialists into a
duty for all ETH holders. Hence, the average staker would be much more
unenthusiastic, and would choose the easiest approach (realistically,
delegating their tokens to whichever centralized operator offers the
most convenience)
- Credibility of the slashing mechanism weakens if almost all ETH is
staked
- A single liquid staking token could take over the bulk of the stake
and even taking over "money" network effects from ETH itself
- Ethereum needlessly issuing an extra ~1m ETH/year. In the case where
one liquid staking token gets dominant network effect, a large portion
of this value could potentially even get captured by the LST.
What is it, and how does it
work?
Historically, one class of solution has been: if everyone staking is
inevitable, and a liquid staking token is inevitable, then let's make
staking friendly to having a liquid staking token that is actually
trustless, neutral and maximally decentralized. One simple way to do
this is to cap staking penalties at eg. 1/8, which would make 7/8 of
staked ETH unslashable, and thus eligible to be put into the same liquid
staking token. Another option is to explicitly create two
tiers of staking: "risk-bearing" (slashable) staking, which would
somehow be capped to eg. 1/8 of all ETH, and "risk-free" (unslashable)
staking, which everyone could participate in.
However, one criticism of this approach is that it seems
economically equivalent to something much simpler: massively reduce
issuance if the stake approaches some pre-determined
cap. The basic argument is: if we end up in a world
where the risk-bearing tier has 3.4% returns and the risk-free tier
(which everyone participates in) has 2.6% returns, that's actually the
same thing as a world where staking ETH has 0.8% returns and just
holding ETH has 0% returns. The dynamics of the risk-bearing tier,
including both total quantity staked and centralization, would be the
same in both cases. And so we should just do the simple thing and reduce
issuance.
The main counterargument to this line of argument would be if we can
make the "risk-free tier" still have some useful role and
some level of risk (eg. as proposed by
Dankrad here).
Both of these lines of proposals imply changing the issuance curve,
in a way that makes returns prohibitively low if the amount of stake
gets too high.
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)
Left: one proposal for an adjusted issuance curve, by
Justin Drake. Right: another set of proposals, by Anders Elowsson.
Two-tier staking, on the other hand, requires setting two
return curves: (i) the return rate for "basic" (risk-free or low-risk)
staking, and (ii) the premium for risk-bearing staking. There are
different ways to set these parameters: for example, if you set a hard
parameter that 1/8 of stake is slashable, then market dynamics will
determine the premium on the return rate that slashable stake gets.
Another important topic here is MEV capture. Today,
revenue from MEV (eg. DEX arbitrage, sandwiching...) goes to proposers,
ie. stakers. This is revenue that is completely "opaque" to the
protocol: the protocol has no way of knowing if it's 0.01% APR, 1% APR
or 20% APR. The existence of this revenue stream is highly inconvenient
from multiple angles:
- It is a volatile revenue source, as each individual
staker only gets it when they propose a block, which is once every ~4
months today. This creates an incentive to join pools for more stable
income.
- It leads to an unbalanced allocation of incentives:
too much for proposing, too little for attesting.
- It makes stake capping very difficult to implement:
even if the "official" return rate is zero, the MEV revenue alone may be
enough to drive all ETH holders to stake. As a result, a realistic stake
capping proposal would in fact have to have returns approach
negative infinity, as eg. proposed
here. This, needless to say, creates more risk for stakers,
especially solo stakers.
We can solve these problems by finding a way to make MEV revenue
legible to the protocol, and capturing it. The earliest proposal was Francesco's
MEV smoothing; today, it's widely understood that any mechanism for
auctioning off block proposer rights (or, more generally, sufficient
authority to capture almost all MEV) ahead of time accomplishes the same
goal.
What are some links
to existing research?
What is left to
do, and what are the tradeoffs?
The main remaining task is to either agree to do nothing, and accept
the risks of almost all ETH being inside LSTs, or finalize and agree on
the details and parameters of one of the above proposals. An approximate
summary of the benefits and risks is:
Do nothing |
* MEV burn implementation, if any |
* Almost 100% of ETH staked, likely in LSTs (perhaps a single
dominant one) * Macroeconomic risks |
Stake capping (via changing issuance curve) |
* Reward function and parameters (esp. what the cap is) * MEV
burn implementation |
* Open question of which stakers enter and leave, possibility that
remaining staker set is centralized |
* Two-tiered staking |
* The role of the risk-free tier * Parameters (eg. the economics
that determine the amount staked in the risk-bearing tier) * MEV
burn implementation |
* Open question of which stakers enter and leave, possibility that
risk-bearing set is centralized |
How does
it interact with other parts of the roadmap?
One important point of intersection has to do with solo
staking. Today, the cheapest VPSes that can run an Ethereum
node cost about $60 per month, primarily due to hard disk storage costs.
For a 32 ETH staker ($84,000 at the time of this writing), this
decreases APY by (60 * 12) / 84000 ~= 0.85%
. If total
staking returns drop below 0.85%, solo staking will be unviable for many
people at these levels.
If we want solo staking to continue to be viable, this puts further
emphasis on the need to reduce node operation costs, which will be done
in the Verge: statelessness will remove storage space requirements,
which may be sufficient on its own, and then L1 EVM validity proofs will
make costs completely trivial.
On the other hand, MEV burn arguably helps solo staking.
Although it decreases returns for everyone, it more importantly
decreases variance, making staking less like a lottery.
Finally, any change in issuance interacts with other fundamental
changes to the staking design (eg. rainbow staking). One particular
point of concern is that if staking returns become very low, this means
we have to choose between (i) making penalties also low,
reducing disincentives against bad behavior, and (ii) keeping penalties
high, which would increase the set of circumstances in which even
well-meaning validators accidentally end up with negative returns if
they get unlucky with technical issues or even attacks.
Application layer solutions
The above sections focused on changes to the Ethereum L1 that can
solve important centralization risks. However, Ethereum is not just an
L1, it is an ecosystem, and there are also important application-layer
strategies that can help mitigate the above risks. A few examples
include:
- Specialized staking hardware solutions - some
companies, such as Dappnode, are
selling hardware that is specifically designed to make it as easy as
possible to operate a staking node. One way to make this solution more
effective, is to ask the question: if a user is already spending the
effort to have a box running and connected to the internet 24/7, what
other services could it provide (to the user or to others) that benefit
from decentralization? Examples that come to mind include (i) running
locally hosted LLMs, for self-sovereignty and privacy reasons, and (ii)
running nodes for a decentralized VPN.
- Squad staking - this solution from Obol allows multiple
people to stake together in an M-of-N format. This will likely get more
and more popular over time, as statelessness and later L1 EVM validity
proofs will reduce the overhead of running more nodes, and the benefit
of each individual participant needing to worry much less about being
online all the time starts to dominate. This is another way to reduce
the cognitive overhead of staking, and ensure solo staking prospers in
the future.
- Airdrops - Starknet gave an airdrop
to solo stakers. Other projects wishing to have a decentralized and
values-aligned set of users may also consider giving airdrops or
discounts to validators that are identified as probably being solo
stakers.
- Decentralized block building marketplaces - using a
combination of ZK, MPC and TEEs, it's possible to create a decentralized
block builder that participates in, and wins, the APS auction game, but
at the same time provides pre-confirmation privacy and censorship
resistance guarantees to its users. This is another path toward
improving users' welfare in an APS world.
- Application-layer MEV minimization - individual
applications can be built in a way that "leaks" less MEV to L1, reducing
the incentive for block builders to create specialized algorithms to
collect it. One simple strategy that is universal, though inconvenient
and composability-breaking, is for the contract to put all incoming
operations into a queue and execute them in the next block, and auction
off the right to jump the queue. Other more sophisticated approaches
include doing more work offchain eg. as Cowswap does. Oracles can also be
redesigned to minimize oracle-extractable
value.
Possible futures of the Ethereum protocol, part 3: The Scourge
2024 Oct 20 See all postsSpecial thanks to Justin Drake, Caspar Schwarz-Schilling, Phil Daian, Dan Robinson, Charlie Noyes and Max Resnick for feedback and review, and the ethstakers community for discussion.
One of the biggest risks to the Ethereum L1 is proof-of-stake centralizing due to economic pressures. If there are economies-of-scale in participating in core proof of stake mechanisms, this would naturally lead to large stakers dominating, and small stakers dropping out to join large pools. This leads to higher risk of 51% attacks, transaction censorship, and other crises. In addition to the centralization risk, there are also risks of value extraction: a small group capturing value that would otherwise go to Ethereum's users.
Over the last year, our understanding of these risks has increased greatly. It's well understood that there are two key places where this risk exists: (i) block construction, and (ii) staking capital provision. Larger actors can afford to run more sophisticated algorithms ("MEV extraction") to generate blocks, giving them a higher revenue per block. Very large actors can also more effectively deal with the inconvenience of having their capital locked up, by releasing it to others as a liquid staking token (LST). In addition to the direct questions of small vs large stakers, there is also the question of whether or not there is (or will be) too much staked ETH.
The Scourge, 2023 roadmap
This year, there have been significant advancements on block construction, most notably convergence on "committee inclusion lists plus some targeted solution for ordering" as the ideal solution, as well as significant research on proof of stake economics, including ideas such as two-tiered staking models and reducing issuance to cap the percent of ETH staked.
The Scourge: key goals
In this chapter
Fixing the block construction pipeline
What problem are we solving?
Today, Ethereum block construction is largely done through extra-protocol propser-builder separation with MEVBoost. When a validator gets an opportunity to propose a block, they auction off the job of choosing block contents to specialized actors called builders. The task of choosing block contents that maximize revenue is very economies-of-scale intensive: specialized algorithms are needed to determine which transactions to include, in order to extract as much value as possible from on-chain financial gadgets and users' transactions interacting with them (this is what is called "MEV extraction"). Validators are left with the relatively economies-of-scale-light "dumb pipe" task of listening for bids and accepting the highest bid, as well as other responsibilities like attesting.
Stylized diagram of what MEVBoost is doing: specialized builders take on the tasks in the red, and stakers take on the tasks in blue.
There are various versions of this, including "proposer-builder separation" (PBS) and "attester-proposer separation" (APS). The difference between these has to do with fine-grained details around which responsibilities go to which of the two actors: roughly, in PBS, validators still propose blocks, but receive the payload from builders, and in APS, the entire slot becomes the builder's responsibility. Recently, APS is preferred over PBS, because it further reduces incentives for proposers to co-locate with builders. Note that APS would only apply to execution blocks, which contain transactions; consensus blocks, which contain proof-of-stake-related data such as attestations, would still be randomly assigned to validators.
This separation of powers helps keep validators decentralized, but it has one important cost: the actors that are doing the "specialized" tasks can easily become very centralized. Here's Ethereum block building today:
Two actors are choosing the contents of roughly 88% of Ethereum blocks. What if those two actors decide to censor a transaction? The answer is not quite as bad as it might seem: they are not able to reorg blocks, and so you don't need 51% censoring to prevent a transaction from getting included at all: you need 100%. With 88% censoring, a user would need to wait an average of 9 slots to get included (technically, an average of 114 seconds, instead of 6 seconds). For some use cases, waiting for two or even five minutes for certain transactions is fine. But for other use cases, eg. defi liquidations, even the ability to delay inclusion of someone else's transaction by a few blocks is a significant market manipulation risk.
The strategies that block builders can employ to maximize revenue can also have other negative consequences for users. A "sandwich attack" could cause users making token swaps to suffer significant losses from slippage. The transactions introduced to make these attacks clog the chain, increasing gas prices for other users.
What is it, and how does it work?
The leading solution is to break down the block production task further: we give the task of choosing transactions back to the proposer (ie. a staker), and the builder can only choose the ordering and insert some transactions of their own. This is what inclusion lists seek to do.
At time T, a randomly selected staker creates an inclusion list, a list of transactions that are valid given the current state of the blockchain at that time. At time T+1, a block builder, perhaps chosen through an in-protocol auction mechanism ahead of time, creates a block. This block is required to include every transaction in the inclusion list, but they can choose the order, and they can add in their own transactions.
Fork-choice-enforced inclusion lists (FOCIL) proposals involve a committee of multiple inclusion list creators per block. To delay a transaction by one block,
k
ofk
inclusion list creators (eg.k = 16
) would have to censor the transaction. The combination of FOCIL with a final proposer chosen by auction that is required to include the inclusion lists, but can reorder and add new transactions, is often called "FOCIL + APS".A different approach to the problem is multiple concurrent proposers (MCP) schemes such as BRAID. BRAID seeks to avoid splitting up the block proposer role into a low-economies-of-scale part and a high-economies-of-scale part, and instead tries to distribute the block production process among many actors, in such a way that each proposer only needs to have a medium amount of sophistication to maximize their revenue. MCP works by having
k
parallel proposers generate lists of transactions, and then using a deterministic algorithm (eg. order by highest-to-lowest fee) to choose the order.BRAID does not seek to attain the goal of dumb-pipe block proposers running default software being optimal. Two easy-to-understand reasons why it cannot do so are:
In BRAID, attesters can still be separated off and run as a dumb-pipe functionality.
In addition to these two extremes, there is a spectrum of possible designs in between. For example, you could auction off a role that only has the right to append to a block, and not to reorder or prepend. You could even let them append or prepend, but not insert in the middle or reorder. The attraction of these techniques is that the winners of the auction market are likely to be very concentrated, and so there is a lot of benefit to reducing their authority.
Encrypted mempools
One technology that is crucial to the successful implementation of many of these designs (specifically, either BRAID or a version of APS where there are strict limits on the capability being auctionef off) is encrypted mempools. Encrypted mempools are a technology where users broadcast their transactions in encrypted form, along with some kind of proof of their validity, and the transactions are included into blocks in encrypted form, without the block builder knowing the contents. The contents of the transactions are revealed later.
The main challenge in implementing encrypted mempools is coming up with a design that ensures that transactions do all get revealed later: a simple "commit and reveal" scheme does not work, because if revealing is voluntary, the act of choosing to reveal or not reveal is itself a kind of "last-mover" influence on a block that could be exploited. The two leading techniques for this are (i) threshold decryption, and (ii) delay encryption, a primitive closely related to verifiable delay functions (VDFs).
What are some links to existing research?
What is left to do, and what are the tradeoffs?
We can think of all of the above schemes as being different ways of dividing up the authority involved in staking, arranged on a spectrum from lower economies of scale ("dumb-pipe") to higher economies of scale ("specialization-friendly"). Pre-2021, all of these authorities were bundled together in one actor:
The core conundrum is this: any meaningful authority that remains in the hands of stakers, is authority that could end up being "MEV-relevant". We want a highly decentralized set of actors to have as much authority as possible; this implies (i) putting a lot of authority in the hands of stakers, and (ii) making sure stakers are as decentralized as possible, meaning that they have few economies-of-scale-driven incentives to consolidate. This is a difficult tension to navigate.
One particular challenge is multi-block MEV: in some cases, execution auction winners can make even more money if they capture multiple slots in a row, and do not allow any MEV-relevant transactions in blocks other than the last one that they control. If inclusion lists force them to, then they can try to bypass that by not publishing any block at all during those slots. One could make unconditional inclusion lists, which directly become the block if the builder does not provide one, but this makes the inclusion list MEV-relevant. The solution here may involve some compromise that involves accepting some low degree of incentive to bribe people to include transactions in an inclusion list, and hoping that it's not high enough to lead to mass outsourcing.
We can view FOCIL + APS as follows. Stakers continue to have the authority on the left part of the spectrum, while the right part of the spectrum gets auctioned off to the highest bidder.
BRAID is quite different. The "staker" piece is larger, but it gets split into two pieces: light stakers and heavy stakers. Meanwhile, because transactions are ordered in decreasing order of priority fee, the top-of-block choice gets de-facto auctioned off via the fee market, in a scheme that can be viewed as analogous to enshrined PBS.
Note that the safety of BRAID depends heavily on encrypted mempools; otherwise, the top-of-block auction mechanism becomes vulnerable to strategy-stealing attacks (essentially: copying other people's transactions, swapping the recipient address, and paying a 0.01% higher fee). This need for pre-inclusion privacy is also the reason why enshrined PBS is so tricky to implement.
Finally, more "aggressive" versions of FOCIL + APS, eg. the option where APS only determines the end of the block, look like this:
The main remaining task is to (i) work on solidifying the various proposals and analyzing their consequences, and (ii) combine this analysis with an understanding of the Ethereum community's goals in terms of what forms of centralization it will tolerate. There is also work to be done on each individual proposal, such as:
Additionally, it's worth noting that these different proposals are not necessarily incompatible forks on the road from each other. For example, implementing FOCIL + APS could easily serve as a stepping stone to implementing BRAID. A valid conservative strategy would be a "wait-and-see" approach where we first implement a solution where stakers' authority is limited and most of the authority is auctioned off, and then slowly increase stakers' authority over time as we learn more about the MEV market operation on the live network.
How does it interact with other parts of the roadmap?
There are positive interactions between solving one staking centralization bottleneck and solving the others. To give an analogy, imagine a world where starting your own company required growing your own food, making your own computers and having your own army. In this world, only a few companies could exist. Solving one of the three problems would help the situation, but only a little. Solving two problems would help more than twice as much as solving one. And solving three would be far more than three times as helpful - if you're a solo entrepreneur, either 3/3 problems are solved or you stand no chance.
In particular, the centralization bottlenecks for staking are:
Solving any one of the four increases the gains from solving any of the others.
Additionally, there are interactions between the block construction pipeline and the single slot finality design, particularly in the context of trying to reduce slot times. Many block construction pipeline designs end up increasing slot times. Many block construction pipelines involve roles for attesters at multiple steps in the process. For this reason, it can be worth thinking about the block construction pipelines and single slot finality simultaneously.
Fixing staking economics
What problem are we solving?
Today, about 30% of the ETH supply is actively staking. This is far more than enough to protect Ethereum from 51% attacks. If the percent of ETH staked grows much larger, researchers fear a different scenario: the risks that would arise if almost all ETH becomes staked. These risks include:
What is it, and how does it work?
Historically, one class of solution has been: if everyone staking is inevitable, and a liquid staking token is inevitable, then let's make staking friendly to having a liquid staking token that is actually trustless, neutral and maximally decentralized. One simple way to do this is to cap staking penalties at eg. 1/8, which would make 7/8 of staked ETH unslashable, and thus eligible to be put into the same liquid staking token. Another option is to explicitly create two tiers of staking: "risk-bearing" (slashable) staking, which would somehow be capped to eg. 1/8 of all ETH, and "risk-free" (unslashable) staking, which everyone could participate in.
However, one criticism of this approach is that it seems economically equivalent to something much simpler: massively reduce issuance if the stake approaches some pre-determined cap. The basic argument is: if we end up in a world where the risk-bearing tier has 3.4% returns and the risk-free tier (which everyone participates in) has 2.6% returns, that's actually the same thing as a world where staking ETH has 0.8% returns and just holding ETH has 0% returns. The dynamics of the risk-bearing tier, including both total quantity staked and centralization, would be the same in both cases. And so we should just do the simple thing and reduce issuance.
The main counterargument to this line of argument would be if we can make the "risk-free tier" still have some useful role and some level of risk (eg. as proposed by Dankrad here).
Both of these lines of proposals imply changing the issuance curve, in a way that makes returns prohibitively low if the amount of stake gets too high.
Left: one proposal for an adjusted issuance curve, by Justin Drake. Right: another set of proposals, by Anders Elowsson.
Two-tier staking, on the other hand, requires setting two return curves: (i) the return rate for "basic" (risk-free or low-risk) staking, and (ii) the premium for risk-bearing staking. There are different ways to set these parameters: for example, if you set a hard parameter that 1/8 of stake is slashable, then market dynamics will determine the premium on the return rate that slashable stake gets.
Another important topic here is MEV capture. Today, revenue from MEV (eg. DEX arbitrage, sandwiching...) goes to proposers, ie. stakers. This is revenue that is completely "opaque" to the protocol: the protocol has no way of knowing if it's 0.01% APR, 1% APR or 20% APR. The existence of this revenue stream is highly inconvenient from multiple angles:
We can solve these problems by finding a way to make MEV revenue legible to the protocol, and capturing it. The earliest proposal was Francesco's MEV smoothing; today, it's widely understood that any mechanism for auctioning off block proposer rights (or, more generally, sufficient authority to capture almost all MEV) ahead of time accomplishes the same goal.
What are some links to existing research?
What is left to do, and what are the tradeoffs?
The main remaining task is to either agree to do nothing, and accept the risks of almost all ETH being inside LSTs, or finalize and agree on the details and parameters of one of the above proposals. An approximate summary of the benefits and risks is:
* Macroeconomic risks
* MEV burn implementation
* Parameters (eg. the economics that determine the amount staked in the risk-bearing tier)
* MEV burn implementation
How does it interact with other parts of the roadmap?
One important point of intersection has to do with solo staking. Today, the cheapest VPSes that can run an Ethereum node cost about $60 per month, primarily due to hard disk storage costs. For a 32 ETH staker ($84,000 at the time of this writing), this decreases APY by
(60 * 12) / 84000 ~= 0.85%
. If total staking returns drop below 0.85%, solo staking will be unviable for many people at these levels.If we want solo staking to continue to be viable, this puts further emphasis on the need to reduce node operation costs, which will be done in the Verge: statelessness will remove storage space requirements, which may be sufficient on its own, and then L1 EVM validity proofs will make costs completely trivial.
On the other hand, MEV burn arguably helps solo staking. Although it decreases returns for everyone, it more importantly decreases variance, making staking less like a lottery.
Finally, any change in issuance interacts with other fundamental changes to the staking design (eg. rainbow staking). One particular point of concern is that if staking returns become very low, this means we have to choose between (i) making penalties also low, reducing disincentives against bad behavior, and (ii) keeping penalties high, which would increase the set of circumstances in which even well-meaning validators accidentally end up with negative returns if they get unlucky with technical issues or even attacks.
Application layer solutions
The above sections focused on changes to the Ethereum L1 that can solve important centralization risks. However, Ethereum is not just an L1, it is an ecosystem, and there are also important application-layer strategies that can help mitigate the above risks. A few examples include: