# Visualize graphs in QAIRT Visualizer

This page assumes you have the necessary AI model(s) and report(s) ready to be loaded. To generate DLC or JSON reports for various analytics, see [QAIRT Development Python API](https://docs.qualcomm.com/bundle/publicresource/topics/80-87189-2/tutorials.html?product=1601111740009302#core-api-tutorials).

For supported models, see [Changelogs](https://docs.qualcomm.com/doc/80-87189-1/topic/changelogs.html#changelogs).

## Visualize graphs

1. On the QAIRT Visualizer homepage, **drag-and-drop** file(s) or select **Select from your computer**.

![../../_images/open-file.png](data:image/png;base64,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2. Select the applicable file from your filesystem. Multiple files can be selected and loaded at once. This tutorial shows loading a model file. For report visualization, see [Visualize analytics in QAIRT Visualizer](https://docs.qualcomm.com/doc/80-87189-1/topic/analysis.html#analysis).

![../../_images/open-file-select.png](data:image/png;base64,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)
3. Select **Open**.
4. A new workspace opens, and the file is viewable in the graph panel.

![../../_images/model-visualization.png](data:image/png;base64,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)

Note

QAIRT Visualizer app performance may be affected if the file size of a graph approaches memory limits.
5. Select a node to view additional properties.

![../../_images/mode-visualization-node-specific.png](data:image/png;base64,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)

## Visualize node grouping

Node grouping organizes operations into expandable layers which creates a hierarchical view of nodes. This layered structure:

> 
> 
> - Accelerates load times for large models, enabling the visualization of model graphs of any size
> - Simplifies visual hierarchy for easier comprehension
> - Enhances performance and overall usability

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)

### Namespace layer grouping

Nodes with namespaces are grouped into layers based on the user-defined namespaces. Node namespaces must be assigned at the model level. In these examples, namespaces are defined by slashes within the node name.

Note

- Namespace grouping is only supported for TensorFlow, TFLite, and ONNX models.
- Node namespaces that only have one node are not organized into an expandable layer.

### Synthetic layer grouping

Synthetic layers are groupings of large node clusters into expandable layers to improve performance and visual clarity. By default, node clusters, whether organized with namespaces or flattened, that span over 1000 nodes are broken up into these synthetic layers. Hence, a layer with 3250 nodes breaks up into 4 synthetic layers, 3 of which contain 1000 nodes and the 4th containing 250.

These synthetic layers render in purple to distinguish them from regular layers:

![../../_images/synthetic-layers.png](data:image/png;base64,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)

### Navigate node grouping

1. Select the ![layer-flatten](data:image/png;base64,UklGRpYAAABXRUJQVlA4TIoAAAAvJkAGAEdAkG0bsuiucIJs25BFd4ULBFJs0Q7Pf/yHCmyBSgXgNrZtVTlfgPQdIsIf0gGpfeuAlKECl9DhVM7TAiL6PwGI35CkTfWTpJnFrqvrur5a3EsAeGf/PXyMMwdP3Qo7U59GdsB8korNus7tqq+mdjDsHcAEg0tT1/V7aLGVpFtuAZJEEgE=) icon in the panel toolbar on the right side of the visualization to switch from the namespaced expandable layer view and flatten the visualization. Note: when flattened, if more than 1000 nodes, nodes will be organized into synthetic layers.
2. Select the ![layer-restore](data:image/png;base64,UklGRtwAAABXRUJQVlA4TNAAAAAvJkAGAIegqI0kNJbDN4OFU9RGEhrL4ZvBwilq24gNqrfe+47DzX/8/5m1e2bW3QGA7rF7do+qMXMAgEgAAAAQCQAAlkC3bRvARiT0dd7/ullS13dE/ydAv72/hwcd3ubAHDSbAj0kT5oNLo1unqXHqhOi+w5kEbUe9uiiSY9HPJmLHBrfciBa7vn2crm6fLxPa8f7J83Z16+3rnMgDtA4NF40qSX5jCR5MhdR62EXrzlpHglEi12aW4EeWu6UHpInjbY6MAZE2z1gWt/R+n8D) icon in the panel toolbar on the right side of the visualization to switch from flattened view to expandable layer view.
3. Select ![expand](data:image/png;base64,UklGRvYAAABXRUJQVlA4TOkAAAAvJkAGAAXc2rZNbR189nex32/btu0/c2zb7kL534RtG00wfedXHAKCEkn/JwD+35x9O/s2Eh3nJbqYokoBAhXnZ8FxG+12WQ0niSpAX5Ot9NVXvZEB6OS76rKH2iNTGBV4bF1je/VGZlXmpcMiBHdSf2Q6805KoOd/jQgCqM5JoLAwEDx5cABgGFCd8RjApFgTbwwDABKo7hRlSXEaxV6tcscBrU22u5rL89x+CRyA2C79/Za7tiaUEZCluuitk6oFUUhUNjm99tVNm+2Vz0kiYqKbbryRZuoqGAfkEsMwTgLQC4IkluD/DQA=) within a layer to expand the view for op-to-op connections.
4. Select ![exit](data:image/png;base64,UklGRvQAAABXRUJQVlA4TOcAAAAvJkAGAAUUbbtVK1O4LlvWWtfdGYBGGsk9QeU5CcjeHJpLvBmSu0tjAppcKwutQSBpM9+/8/s/AeS/CgAhQAB8XoQoSpkCgMu+KkbAot2tZgJisui3fi/DY3NCJMKLXAZaqsttE5CLB5dTf9ddmRXgRiNc9g356K58+dryAAyaoiiaW1MLTTXXQq354kjJyUjxQIogSHZ25POlEosd2+qi3UoJAABEGEFSbUbLfXRfURLhlkwMl/Y6jQ851+GhcS2dV4oLOXV6bjqXig4rxKVFzJnm45RSLggwoYACQCFAQIQbKYD8yQEA) within a layer to collapse the view. The expanded/collapsed state can also be toggled by double-clicking anywhere within a layer boundary.
5. Select ![expand-all](data:image/png;base64,UklGRlgBAABXRUJQVlA4TEwBAAAvJkAGAAUc2bZNW23wPe/sfdbjt21bffipchupbdu2sp+a3dF5X3EICIr8H63/EwD/ZoUx9g5jjDmByMAMGAAQZgbAtDFvxdVq0CqehElkVTWqU8KaokvIcO7Jlh7pSQopasSmR8cSmGhLt+PcvJhcUwCkDGtuHEgnaMuwp87Qo8IIIERatKnOrmzapMja5Ugw3YRAgr/VjkoSX0dxJF2Kgz8iy6hRJCFBW1m58coXAe0KAQWAgY1iMGMEnMjAzGBg5onBxAyYEwgoniIqKZg8WIkQBgoxbSRcVUEFWnRYOOPYFozwEVtF/pguIceeMuMdy2NQILM5XcrtSidoS7fn2oFCLhRgQoZF53Zk0JfkzJtlrRKTMInWaMuLK5m0kaCa6tOvW0qSQgoa0adPZUGILrDwypsPawQAbHx48wYSaFdoSSIAAEySJAb/aA==) in the panel toolbar on the right side of the visualization to expand all layers in the graph. Select ![collapse-all](data:image/png;base64,UklGRlIBAABXRUJQVlA4TEYBAAAvJkAGAAVk2bZNO9+Qerg45+znF9u27fTQT8u2bdu2bdv5otS5UTsEBEX+j9b/CQD/Z+JLhABkHgcADACAAcDiEdQITQlZYSAEBhCCkLATny6CFmJmwDBjRlIyw20vOSULi+boQ2gRwLXB2iVaKyyROKsSjFnLEwtQx5icDNm2KZxImF1nlvKggxDAqGRT3l2LIBLo0qchWcwh9Hju9erTo4Ithk0NevRrZpsAQEmPLl0yPKBIly5dcggQkMdCEAwDPAaCYJgAmKmsyhVJo4dnLEmRcmVbhNDjuddi2qsz/kTCXXozqzJbAgCOvdEeHAglEmbLjj4mRAB9lomB1kq3KoZIuE2pDWhjiEMNUxlymE8manhiuKjJgXvT2mhgtBALeQUTr6IbAtS08XCBMhmiBhQgBiAQAAgEEABggDqBgS8SGPg/Aw==) to collapse all layers in the graph.
6. Search for nodes and edges using the search bar in the upper-left corner of the graph panel. Selecting a node or edge from the dropdown will highlight and scroll to your selection in the graph. If the node/edge is hidden inside a collapsed layer, the layer will automatically expand to show the searched item.

## Visualize Composite Subgraph Functions

For applicable models, function-type nodes are rendered as composite subgraphs, allowing users to expand a node in its own window and inspect the underlying graph structure (for example, routers and expert blocks in Mixture of Experts (MoE) models).

1. In QAIRT Visualizer, load the model.

![../../_images/function-node-visualization.png](data:image/png;base64,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)
2. Select the function icon to show the associated subgraph for the node.

![../../_images/function-node-subgraph.png](data:image/png;base64,UklGRuRXAABXRUJQVlA4INhXAADwFgOdASr7CS0DPwGAuVerJ7+uoPR4c/AgCWlu/CPcMoNOlC4ApNebS4pqoq+JP4XkVwo+ij/ndPX0veLp61fpz/y/Sq/+7/////4O/6V/4/YA88/1of+V6cPoAf//giPNf+a/wPdJ/rfC/xxfJM83Gf6x/b+Zf1l9F+eX/h/z3i38kfpj2BfZ/7AeRjsQdW/3f/g/1HsC+4X23yNfgv/d/j/8/7E/Zf2AfL7vb/zX/Y9gv9d+q1/keTn9M9RL7wAZwOpzRmxP0pauQNEXLUpUuCJDudPpp2z25GzxdXOn007Z7cjZ4urnT6ads9uRs8XVzp9NO2e3I2eLq50+mnbPbkbPF1c6fTTtntyNni6udPpp2z24je269LmfoEpb23dBSDD2WD2Yybl8kOpZmdUrtBGKaseDZR0mP/V+gO5nq7zZhlpZWHJYAvIMF0VMNdaaYZ4mAvAsrx0+h799CjM6E31dTYARZ4vq6mwAizxfV1NgBFni+rqbACLPF9XU2AEWeL6upsAIs8X1dTYARZ4vq6mwAizxfV1NfzaheUxTQp2vAY5VMFyZfrYm9SFFLCMwPHApl4Z5mfe70AYU/UASzCpp4tLsikGTMGMZUHR+te8aAqeVK7+li021I2xLxqDzkclqo4cHhBFKsvsDZ3ZFIMmYMYyoOj9a940BU8qV39LFptqRtiXjUHnI5LVRw4PCCKVZfYGzuyKQZMwUjupU4jEnNS7iDGU279sHmFSukXYPMJpOR5bEtRUa+bUAW2n1OGY9K3TG146fQ9++hRmdCb6upsAIs8X1dTYARZ4vq6mwAizxfV1NgBFni+rqbACLPFphxnJy4wXeAbWEJIBq6LyvUieRIDqioqAHPmM/jNCy4AymhTh+TcqYpZroA3LcrXRl7hDPvU9Ze1FFmKoIoKf2yXBRrdirJiIWanDXxENZBdp9CbPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQWXHa6GBA7DmQFVSyrprCnfcVWZtIVbgJ53fbN1e6JYXAzKJIuM8TIUA9Y/qwFZWpzGcYWGzEK3+olgpqthVTz6+IlvKSfU18RB59fEQefXxEHn18RB59fEQefXxEHn18RB59fEQefXxEHn18RB59fEQefXxEHn18RB59fAzD+XEUfZjTGUbVLkE70xGScu2R2obPJgrU8gtaEku/a6u704WD30hJLv2weYVK5w0W79sHmFSucNFu/bB5hUrnDRbv2weYVK5w0W79sHmFSucNFu/bB5hUrnDRbv2uZnEFu/bB5hUrnDRbv2weYU/OXtqe/76/Vs7sOns8X33UWdEAIfjr7VQXLNUFyzVBcs1QXLNUFyzVBcs1QXLNUFyzVBcs1QXLNUFyzVBcs1QXLNUFyzVBcs1QXLNUFyzVBcs1QXJw4GfidO8lpGfPagjYEHwzIMq0llGADAFJ2PIAMSozh1uOkydatUFyzVBcs0EvebT6E31dTXxEHn18RB59fEQefXxEHn18RB5s8OI3R9eXLhuca8uXDcxT676E2e0+hNntPoTZ7T6E2e0+hNntPoNc1C3kW93+vwurlphoTVmegnOzJuykB0Fzv92EqN6Jt0B/bPBwM1xn/87+GMjZbkS5xzcCHJfECzCzKdIFz+MEyZ5DN9QPxAlgTccAxxFpoLYENhV0dFIcPjZ4s9p9CbPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQWergBsdVf3PzIVRo69W8eVveqQ2paeLi84DE6lGFP5juDUnS8SLWeUwqBBb837uIKmviIPPr4iDz6+Ig8+viIPPr4iD05Juh6qGc8wEeqeaJJA5+hAKnmTc5R7/54KkmynpB0ElOD3H7sUF2lGJaucNFu/Z818RB59fEQefXxEHn18RB59fEQefXxEHn18RBU3uNEuPJg1iMYMBKUYPZ8VXGiukxl5648yAIArOAZ17++P1WMABycIKp/2TUSBatySCCpr4iDz6+Ig8+viIPPr4iDz6+Ig9OW+EWxZD5yiAPkVKA989ByyCuGH+dSozXTkeHvmssbjJIfRLRaotkQIfy/ABs9p9CbPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQm0ygpt9VTKO5viIPPr4iDz6+Ig8+viIPPr4iDz6+KHN5rQhQ9h4e+rN/mwG8/jOQIRTTwHjngOgZ1r9gVzCJQqiAkjPB3tH96JFWnZrzkUMsZ74+JT8ybPx+r276LUP3K7+twN5A9YUvFcAfH9fJafiz2nzcU2XjwRCPFntPoTZ7T6E2e0+hNntPoTZ7T6E2e0+hNntPXUv/RCyPsGMS1gNfv+aYkdsu29fqz9w5XfETdo/J9TXxEHn18RB59fEQefXxEHn18RB6cdeQq+MWY3X324idJPsm1SQRT6mviIPPr4i4ezxZ7T6E2e0+hNntPoTZ7T6E2e0+hNntPoTZ7TIQhYQlaghaNBQhy/dznHOM24+7KQy56NnxSUmX9ktcZDXJPtrM7VcL8CFuRZ0PukC7kXHm0+hNntPoTZ7T6E2e0+hNntPoTarHyCmXn18RB59fEQefXxEHn18RB59fEQefXxEHn18RB59fEQefXxEFYp+d+ZLo+vLlw3ONeW2I8jnlHxn0Bh3XuYi7FuIG6VSPMdY+cMVMjluYBrPFntPoTZ7T6E2e0+hNntPoTZ7T6FK0BcNknJeEU9VDPz+SXftg8wqVzhot1YJNyUxs8We0+hNntPoTZ7T6E2e0+hNntPoSvsafjHIbeiAapzb16eaArMxyerF6BBX5rL+B11AM7r8ThOLD2JlR323ovzRYK94H378vYo2MCZzZH/DcpQmh14CpKmWvtteJtlFC3gzlmZ4xvjZ4s9p9CbPafQmz2n0Js9p9CbPafREt+vf5xaxscU4fpOYCV1KDsI3w97H8ei0APFFK1bAVhCUZ76pFGdAI0cxOOZfXa1qqwvZLzQQRARgmZDSgST2w3QkkJ+s840AiD7acYpfUjM2bB5tPoTZ8IQtPoTZ7T6E2e0+hNntPoTZ7T6E2e0+gun4qrPU3trVH0EpQGRfAdQTMPAX0Yz+ApFtCJJC9N9m6TIyEuuOi3qtS2fwSYVAJh82oTnTmetHn18RB59fEQefXxEHn18RB59fEQeqp7BtW2CXhFV9ts22XcUGtxfiyXtpgja0JJd+2DUCifrL18RB59fEQefXxEHn18RB59fEQefXxEQ1nZAL7jIlSQ/HWbJW48eXVzFfNLzQ6b41oa14WBx3afQmz2n0Js9p9CbPafQmz2n0Js9qswAPmxugk6ODLcNtoxfCn+0iCDymAXDti4ksIIygVGze1YbsyhoIK79sHmFSrw7QbhNntPoTZ7T6E2e0+hNntPoTZ7T6E2e0+gt4wJbaDgk2Z8BQ6S+U1rvpBWyGeSmfpYzW8UvnARy8u1p9CbPafQmz2n0Js9p9CbPafQmz2n1iAfvBQQNt/ubcdzTo2lWO6SGJYEBHNR7ZyE/9nQxOCTgKMhQgBHMc5kNQwNntPoTZ7V2mNniz2n0Js9p9CbPafQmz2n0Js9p9CbPaevRqvC/OE2zuCGBp+Ky5qm47uKfU18RB59fEQefXxEHn18RB59fEQegO5iNTEXFeY8102DzCpXOGi3fsQFQQ6Uxs8We0+hNntPoTZ7T6E2e0+hNntPoTZ7T1zdLJbwgP0LDtNPUb0wyXQa9NcOCyv2mTbiKYJtfEQefXxEHn18RB59fEQefXxEHn18RB/pAc9w8kQ3odPGnYDTn6QnAAJXLlwkEIJdgMwynFT02U6raFp9TXxEHn18RSnbPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbQRfJ1tScAmkimGXYZhFNSkB42D/Dw71hEgkkefXxEHn18RB59fEQefXxEHn18RB59fETikAvzd9AOS8KVWqhIdjbuAcHmFSucNFu/bB45oxHtYGeLPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbM8zZPwmv3V+QWFY7Q0NUaJn18RB59fEQefXxEHn18RB59fEQefXxEHoDuYjUxEHsSCpXOGi3ftg8wqVzZKfQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQW5Veu4eNja01w+2YaiPddATeYXwfFntPoTZ7T6E2e0+hNntPoTZ7T6E2e1AigLYX3Xue4M0H1c4aLd+2DzCpXOGi3ftg8wo/tPoTZ7T6E2e0+hNntPoTZ7T6E2e0+hNntPWbvWoM7AF2gkmKydA/xDNdORCiO14rr+CoejwyCztntPoTZ7T6E2e0+hNntPoTZ7T6E2e0+sK4BNGqsEANjYF3Jr6n2DrSQmxymJuZ6LdQzvGZlS2YdNfEQefXxEHn18RcPZ4s9p9CbPafQmz2n0Js9p9CbPafQmz2n0FzUski5btsf2yQYArRxAjDT/qZc7cuC3Yi6/6E2e0+hNntPoTZ7T6E2e0+hNntPoTZ7WEpZu35VEgkXR8HSyJguRL0z0XXwYDEk7SMGfXxEHn18RB59fEQefXxEHn18RB59fEQefXxEHn18RB59fEQebTYM0RgOUAEq8R8C0AVjrHuTw10tcMiTEQ6CvlYW6/6E2e0+hNntPoTZ7T6E2e0+hNntPoTZ7VZhy673RlwYH9jj4PndAu8efXxEHn18RB59fEQefXxEHn18RB59fEQefXxEHn18RB59fEQVwT+cA5h+6hUubQ5E4D40oQ87F4wTnTteDrPr4iDz6+Ig8+viIPPr4iDz6+Ig8+viIP9T4wrvoFiIWou3Ko6Kn0Js9p9CbPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQmz2n0Js+7n7+H1/GRD9zR59fEQefXxEHn18RB59fEQefXxEHn18Q8J8+//lmm/qyBvCbPbDsHmFSucNFu/bB5gYwmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQmz2VCw/JqBGh49yO87p+wNpTFxl2rtPoTZ7T6E2e0+hNntPoTZ7T6E2e0+hNoJ64VfJCZmmKQhr/jBPkCzDoMNYh7ukzDEKSW6HZiYTcCeHb6bFc8LpcAh42AG2NdiifFTQ4qH3NptKafZWQoAzRXgMMTfGH23vc+yE41SGFgzr7JWCyMOVt8aEY5q4NHZzugYKa1I8xl9MDwUj2N7iEEO+vlqdpA37WP3IvBIsMrZ6o7cdPkGvN2L9H6iDwAiEwSp9CbPafQmz2n0Js9p9CbPafQmz2n0Js9p9CV8mZ49khvXw7OkaRjwT1w4G7g0hGCpr4iDz6+Ig8+viIPPr4iDz6+Ig8+viIPPr5qwXQALd1OzBrLcNvYKqNTao/BABU8x1oGIAqfNOSBYPbQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQmzzTK2VX7hYPaji+B4L4vPr4iDz6+Ig8+viIPPr4iDz6+Ig8+viIPPr5qeE6QUUc4aLtAVPOQFgDQk7cbtwlfXxEHn18RB59fEQefXxEHn18RB59fEQefXxF2qQT8AFdYMeWl6oUHWA81cXJxwsAjzafQmz2n0Js9p9CbPafQmz2n0JxsQEahihsWB7vVymRy/fSSQGeoPSknGdoskO6fo+Pcnwyasur8N9Ng0AR28leg7O5YmDY1IUGB932EauAUqDigHp+k3u8AH4+xiioQF8rMiA/W+9OznLtNIkl22BBrJZC3OtMYnK4hRUnxdlFX/f62ikgDLT+BVenKZigl/tPoTZ7T6E2e0+hNntPoTZ7T6E2e0+hNm19AqVUqunIkTRdostYAGuEdZuhY+iM7fuC+M0cgl0C6BdHcw+wO8Yew1Haf67BjT6E2e0+hNntPoTZ7T6E2e0+hNn+foFI6yEYUBf3qxphGNmSJAL4l3vfxZKiHXRFTdLzafQmz2n0Js9p9CbPafQmz2n0Js9p9CbKrRjUSqta+4AaTCMrInm0LD2mlAsmMYXHMZ7wDLqbUFFAv/gb2NcfpylQiy/+XjqUkhrCdT0pjiSxEFP1Sn9I+xZtu4RVKyPaPnsnYtD/7Db+tfNHVB3mlPep8zfWGrLz2n0Js9p9CbPafQmz2n0Js9p9Ccb7AhNs+Fd+2EZJdg8wqWLoIofSaY2eLPafQmz2n0Js9p9CbPafQmz2n0Js+Af7VMhvyvrksx5jrSfnco29sD4pvdEWZZDTEfid2hgaDWEQDeT4VEjTVm6NI4VQWEIp7PFntPoTZ7T6E2e0+hNntPoVKLftg8wqV0i7B5hUrnDRbv2vuviIPPr4iDz6+Ig8+viIPPr4iDz6+Ig8+viIPNqT3cbti8+z66zJypAACnzNC+DnXI8cD9qHm0+hNntPoTZ7T6E2e0+hNntPoU744WhqLewJFsSmaJpSK4t5N50mGYV68dPoTfV1dmkHn33RFPZ4s9p9CbPafQmz2n0Js9p9CbPafQmz3C94diCImx4GvF4sl/t0zg03m9eXLhfJCoCP/IPgbieB5IcviIPPr4iDz6+Ig8+viIPPr4iDz7av5hbkIydvHfRVYOEnVkoDFndy9ztCTrjo8reSF3X+1ZGdP75QCgAmz2n0Js+cefXxEHn18RB59fEQefXxEHn18RB59fEQefXxEHn18RMDqkggOOKOJOA1Fg4bTEUwVL6ZaTdkDYYsEDOjv3lEFptNSYJQJ4s9p9CbPafQmz2n0Js9p9CbPafQm1cya+Ig8+viIPSt0xs8We0+hNntPoTZ7T6E2e0+hNntPoTZ7T6E2e0+hNntP7vg0wlJPaquLiZLUUqY/mKFjUvEPk2+qMTCH0Js9p9CbPafQmz2n0Js9p9CbPafQm1cybMPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQmz2vfCztsqMjdMbPFntPoTZ7T6E2e0+hNntPoTZ7T6E2rmT4dOGEqt2weYVK5w0W79g89qwbPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPafQWXqpAuu4p1QP64hbgBja7cuDOXukRUzmo/GzxZ7T6E2e0+hNntPoTZ7T6E2e0+hONhbtIHJc8hvkg8faYVFvyuwEEDZIaITG08dd1Q9tUEUh/0+QMUYSwf90En0HZcPwnFcc6viXR80wiYV6VeEo1YtkL8qHGD9akVhDiBxSyIMmNJmAotkSUSfB/92Q7ky1xPO+JcO2DgEXTiCB1bm7capd2eLPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPaevUkVN4zQWjAqC30FobNeOcYBDtRE6CDHNnA9qsTCmD4s9p9CbPafQmz2n0Js9p9CbPafQmz2r2aCSvCNooXUeB7YTrB1+kTA/swVVKOfANkMCR3yQMDgFOWUwRHAHzaqSEmKPaAhQjQALfqcFt26gu22OgQEyLTRaGjP0CwkzjrQkQTwn8IOJ0gZ3k8ypUnCq9BqnO2eLPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPaetGDYdBw3/kyEBwsE8ZInmsooMr+0I7nGvLjms8We0+hNntPoTZ7T6E2e0+hNntPoTZ7r0hzyU4x7xLd+D65rj7q6z1IplM8kVgDxq7T6E2e0+hNntPoTZ7T6E2e0+hNntPoTZ7T6E1lJDMCg+JX/ILu/8NFqVRT8p8FUwF7kIafT0O3o8Nq7T6E2e0+hNntPoTZ7T6E2e0+hNntPsD/x59fEjKuCupr4iXZXw6Y2eLPafQmz2n0Js9p9CbPafQmz2n0Js9p9CbPaZAieGE8uXCLD5uRhfrWNZ3kQ+KEU9niz2n0Js9p9CbPafQmz2n0Js9qCnxoSS79sijhot37YRijRbv2wcUWe0+hNntPoTZ7T6E2e0+hNntPoTZ7T6E2e0+bZ+T0snly4bmeguz0Q6OTuGhBVEwdfAd1O2e0+hNntPoTZ7T6E2e0+hNntPoTZ7q3mS79sHmFSucNFu/bB5hUrnA0+hNntPoTZ7T6E2e0+hNntPoTZ7T6E2e0+hNnmJ7tUxm9NAbfRoCPYyZAogG8jYX97SfB6ggIGQkyDnoD80PVZbrtSG81FDHy8gfOqmHP6PqezxZ7T6E2e0+hNntPoTZ7T6E2e0+ietHn18RB59fEQefXxEHn18RB59fEQefXxEHn18RB59fEQefXxEHn18RB5sc6nbBqD91CxoNUi4qenQbfywxlNHt+WtRo3QbhmRYUI+2/PvgW8Gz2n0Js9p9CbPafQmz2n0Js9p9CbP9Xr4iDz6+Ig8+viIPPr4iDz6+Ig8+viIPPr4iDz6+Ig8+viIPPr4iDz6+JazogBD8dlVLPFntPoTZ7T6E2e0+hNntPoTZ7T6E2rmTXxEHn18RB59fEQefXxEHn18RB59fEQefXxEHn18RB59fEQefXxEHn18RB59fEsniz2n0Js9p9CbPafQmz2n0Js9p9CbPdej4iDz6+Ig8+viIPPr4EAA/v9pWTkmvNdAzYrEoP+8rwlMtGphRkOv72c/oME0qbdZoWew0WounbjWJOTThgJK6f9ujcLvEAd1bJbBfNlFBniSWwXzZRQZ4klsF82UUGeJJbBfNlFBniSWwXzZRQZ4klsF82UUGeJJbBfNlFBniSWwXzZRQZ4klsF82UUGeJJbBfNlFBniSWwXzZRQZ4klsF82UUGeJJbBfNlFBniSWwXzZRQZ4klsF82UUGeJJbBfNlFBniSWwXzZRQZ4klsF82UUGeJJbBfNlFBniSWvgxmn+39qC+c+DHU8MtQK8xMWJvoqhAkGcBY6zZNR0rbaDOm5dZ7E0tck/OqVU/9Td8OHfeJOb1qjh/Mh1XnyEc52EJggzyThDvK8zAv+W3DbNo9WTHNsHXeON75Y5YIEj7kJ2C9FhiJIEwetX+A79S5dIcqF4aMmRuQr4vjSStwm6akloFQe14XzyE3k898OiOjiHUw1/6mAUOWeJliQPIqqsGoGOPhOxTyUM6ZRwXhk8C1L1C9Z4LxOZGzSVeDgrhQTGEu+Ph2qbuK813uVK6nBUudBCQOMdt8HLzeE1/S3vSJFK2ct/BtmZCjrWJyO9hBV5VSSYgl6O47yIIQgjAG8dVnYUDPa8rJ7ERu13HANtYI5UPCrm/TT4xAghJ+97OFLB8xtvUsXQFU8xjcMkmyAIfi/oJsK2BCkvASkcju+mAgyDUT0ehAfdtS8yLal5kW1LzItqXmRbUvMi2peZFtS8yLal5kW1LzItqXrQVdE8xQM4TFdUkvssYeWBx61W/qJhR/LyDNrgTJPbR7G/Te/31sWDcecRVXa+Z7u6Qyp0cS4equDEVkGQ5jFP9p+ZYbJGiTfObPFvCJ8lZw3ciNxNxl553cYqXwKyOOcSPTS8b8fanFMH6ELSFCzPxbpzAFBKLsABaoisVjHofjH4x5kRmLbNhJyUKgasNFbNdvUDhEsc5TaxpgJ72jMY/Om8abaS7KzGsPr6+XM+5OEkGvZp6+7GAAAAAAAAIWFv72JpGMUC5GQl71IENzUJyN0DGQlqr5KlUmwAAAAAlGwuxgDwXpO8Gn5toCOIOTZ3JevR5Q3oPwqSmFjlypQ+zwq/nhiTY42cTkAkKn951/2Hq88U3i27ufQ8i0aRucbiX5wzAk3BKfAOfRi3yrC+q2sfS89LSoSDmkysjVPWhKYMa653HoUL/ltlzbT0I2emLJOWZyp81eI6kdC8URxB35l5SEMBSWW3EIpAwkdfgBfDnit4z5IjA3mfaISqmnMxrLwjo82F3rDY4qfLTWmlevXlqaL8jJ6eA72jYIf3syO9TMt6+dB/dPem5qY9LlxT79EoXqSnzN6YULak9kzjDxHonDc4m0W6HVF8pAlbPfdDA90uKpTkPn1u96Q1YTYlw8r1+xPMac+zXR0psgvzDrB7JsjjDlcy6iqIzvUDq07jYXbZDCjMxameTtVK+z9o3XjSTRBbM3Nb3oO4Q+OSPBrTbKr833668NahwXJua3bez70BOZe3AxdJ/Gp8hC6G1rF7ULjEQFGnpBPT1OYOOlPUB/6a8sPnTd3D7UGEcPdXw+Y6uOmfyVe96rUBEdlte+HJ6FYmLk88mNt2fiGevNj0wgxz7ygAAAAAQUc0fLFteREFmvo8bod7n5Jvrc1sbBkI+zYObl+S9R+G67yuDVUTRJ8dAc8MZ/ZLO8VjX1YDBFFI9O4Mey5y1IoR1qKkxzCo1msWZPeMbHP0+wxarxPg4wmjPHBG3m+kkrlE6pGGmZFtcR1pPM7VPEO2zEgkFZ02971ejpA88SWQWE8nu7t5Qs2uGEZ6Pvas+DFSwKtf4kZRduMyJwe6nqt6ZJW+6Mu9YzxeYZImFNWAN+PK+T0CUMIV906BtIeTC+60qmG4IhN6gC15rdrLnUtiAs800ImKlpZBee/MKB1h1Jr8S4KXyA8wkWgKkiH4yV83f/Md2Px27aLlSuMtTtgufvGo5YIrr4klIlyFYGDz+mJ7eRa+U5sHoo6r7cmxbgKilBK984RiVnF4MkELB5HBCGMSTOIlvTQeVjFlpG/C9RWCPBKBJIAxOdavVm+PFjZ50YAAAAAAAZNKs5RaDIs5S/15ETe+rClc7fwnA6hID92PMh7R6MVrmR50l0hM7NBd2FiTgYykvQyK9kzeHUVY+5DnoIra/QE5s57i8dbRc2AAAAAA3EwW67kSwblAbtzIH4ISGnkUsQDYAAAAVnKU+aWgzosJDnEUcmkhQh8z+EXGJHdtG1tFV5/HXYAuV4x5soxlu13r/iKkCdsSi0pO/FVDI9PivPOsDc7qNGgKUCt1KxKog8X8dPhoQ4SouK+GOZdPrTf41EMQDYAABPl3SjLF130zzBCmUymUymUyltxfpFoAbIlmIqoT9ErkwCTFz95krTMqhVlkqE7Qy6gVehO7MwGZDkECXfQoDnOdg6+acQBfc5WYc9KLrcQ/QETxECRlXD3xXzLOfqEg24HrchiC7NE/QkSNRAGH1p/8rC3JTKm0S/JXUouAVlX7mF1kRbEk6YxlKx219Wobf/lYL6nTozrre2URNXoUVe1tB7IzLLQ0aVO4pROfTDJILkMh9GeSYUas05tM/qDB0T/l1q2BNkDnYFWhMsh/LpDIpomI67awPOCeJYAwwrswtwFL2OB1AH/3JBp1A4I3usYgTpxh5DMzKwaT8PShJm1K3w8zn1wMAQ3587YViLjw6QQDaB6hvdRSi1AuBZVSNCDRNM5SXlK65Xrrh73q/bZVG5uQGyHV4/KpVJEifj+Ty16tjmuAdwA+xKEcCPiuy+S8/eWs+n3ifYAj+3FBiGhEjzUDkOVlGYhHTq2HyXAJEuiYNacJuJoRNcnUEPRBg15KteOxa12WwnKsu+99uJcia8mxruAuHBGoLdnAI7MgqCKmdbMegrsMhTZgom24/gwnqR86eTsHJ2FrEvTMMgERgfX2KPLweYiTS6l1zS2sgxWoZe0J5QfHFUbLrY1dWW67ReVDm2UU152vq5M3TlKEarLjK2/lZGMimx9mqWqzPFsmiYuTMsUaxjST/q9OjMJ9N/SkOUhABEttFI5d5dcBocHxXDuG5QxzyNw+4lHw9blcCvgkUHAqfpjNgAABIgVwzJvwQ4Rl7Q/csyd7fT5Gb/cvXfitdSM3SBRdKM18Jt4AbtTmVcUI2adltzkn16NEBviYfcB/Mbe7yYKSJwFw8RVIivTnOecPMIRw4MB5xM1ozhmUNFnq8ke1RvM7B/JdwjkZWvsoNjjDakj4MyoudlEP8d7ubY3/jHtLiAxU12saWNnW3ug5V0s/cR4WcRCm6yMi6EDtvvGNVFjzxSSKezdfwV5wT+mdmUN5ovc7T01yHuFp21SjiiHgqwD2vW5EHr+xP/lsXApD7AnO/U3a0smaNQlqabmq6t0TfVa4MZiFaWt2E8W+fedIFIedN65tkwTIzo7mOSQ9jlguKDRFrYk5Gcisy3p6vu3PpHbijIzI82yetL7Z6/ryrl1I1FkNjWcm4OB0sdbtZ1QpHuHABxwR+NXEoBXWFUwi6kjqRQrVaOKwzHg4O9n39r3QAxDEoRYcDrWUGS4SevsTYmI/5haBR6cqQGYkApMyY8M7a0rBTMILYI2F1KZIODQEdgACEA/I5gx5bZLLYroIMleLE+BdvrMLZwaouCFNtMhn2VK7vMn0flSId2XU1PDEWe1Dvz6aW6ScCdk4m9m1eZH+QU/PW3V65l/Asu7ZcJ8Le6nCMRs8AAAm6URvEMevNjw1EWmJid1Tp9/9QBSKCp14PLk5F8I8jY6AixJNqiMc9Q76bdLWHYIrFQnD7FCfGpeOlEEchcIWNcpcfoRytdCEiLsRDgslupFvYCD+/jzMiUNVGDf+xqwEF6oms9SWBSUWwrM3c+0lzHrpnPVHsAuA7K5K0QjA/0vCqmUqCUHoH/ITScTE4OKhRm8lbWacL/TZJcvyliW7hZK7UZCbaiHw0nDP5uZl7vJspCNOS8c8yc+SZ3x/o1BMBZ7yjJCXaM65JWtpaBZ4cHYQF6aQcY1LrC4qGaHp5u0GJHng/vPohvlAbMOxqxbKAADz58Gv3Deh+KPcPf19PARwqqoT2EU1gCaoQhyBaTw+wE7wSnksEloWVoWIBpkftYSPjoAa94hlWf6Bww2cXcWxzlIk5/8bdvXkbKYz5hDjuZorlxrX7Ym8RKfqT30KVmtFedZNzXAU4et7HIVmlBZ6+XYo5wZKzt0VlIR8vmSsI4D9krvZNpq0Bk8BOVUK+wlb5o/FRfENb895zj9NXX5w9+DLk+pLJ6PWRXx1BzdXNeQkYcAPEofuBDJ6TQDe+ztNERbnmNHrWYLE2ffhomwEG4veStB+U9D7dAAAANrfVh4AAf/nwaeu6pnGu7Ia4hSFg9oYgs37zrNKi0GTIfBMIK9GxhdgTzp60sGHVxcjq4SNIBbpWRVc34Z/b0Lac7tTo3SeKjPYcacAjXehWIoxQc9p7imgCA5rZTnFSJMb4wUK+gS6LrIhab7xpO1m7F+9GD2y13LecRCkschEHTk3rG/EpAJBPXhKyJAnmzFtorGAMuU8OGqtQnYSEVRKGD7aDbnRJKpfX1dPZa6lxo+SyG8dZfzBojT/CMC++rXHYUJ0uNthnu4M0k7K136o6uD1CdztDVFlPhSLEXqsJ9J3+baeh3r4vQ/CMe0HmzrNfU6vmlXpwhTXXlh3qO+zrBXnlInnxQScaJJ3B2oVMHYQpj777NVq8oKBUcBDB4DPiGr6nfCuno2/C98UnaSqnWzoJse0dRRxw5rfTIISCHGG38oBeJ8zOfGQa5GtOXjwP82zrxVDEb/21MyjT3NS7JaEZGfJGA2RGAtd9HGK3WX4TMIfEFQwa+CctSRYzE6M3cbPwyKea697Ti6VVl6I4EcvuZKnIR04v64qbBzWlxuk6yxuThbRKgyKREjoW80mrCSA7zUm9tRXrkJ5uFtC+AyeOrsyz6WtJelXrOwGLunnN9uU3523+v0uUYGJSTHZFVtfaICEhSZOGYUplPr/NawikOOADgcxiboHvPcrOTX1W8QrbC3C7oyhNw+9ABDNE25ejyyCIPyTMRH1IoQ5H45wzZjI3S6AgAAkHGIxtgKpGAxjP2DdPdqJoJbspJMMGvU9D5vlAmN7a49M/OHmOseMtvryxP34kb1TnfycBoCS5e2rBNBDPHgKAOXoNM7soKR5UjnBEZqnQGYT7wAE/HidzbMXi8+g8uJTMY8PeoDxHBoheYKBejMlW7RMTKjbzwAdqOmaWQkDi7DPSFcxtGudgTSlLLgTunk16bDaCtG94AAAAAEpCXzvNxa/d2exztv1Z/wdqIHUeyHhi4r1C2Oy74sbeQlINpDYlS4VGhAncpzKv58sk8ClcyYODW/lxDWB2ENVQuepar0xnbe2Km4i4rehHskpmAWRCtabvMkcY/OVmjLN0TsU+Q1pi+d3lH7nsCj/NbZetQ3VO2bggXUuj8XO59bv4YveapIuOV3j6f2L+mYbcXG0GkbF3IIFrHan6gC3e4a2TZhDghGLf/GMJUMu+WVPmefgSr0OcRUJ7Nega1s95WezBkFfN7VXM7yczjh/fdhWNeLrzkGo9EH/SdmOK/F3WR18n2aJzpfzR2csiXkZU04A3EoY7WhhOSbYHbzHrTgh2gskCi1lr9MRAUYYhW16FzaJ9x3BOhs3vEc8+1VP3UdfQ4tfIY+nx/gKFLxRFZeicMCdQgVTOHuMkydpWNTNYKBDUhk3KC/kwOWE57F50Nja+D3lVZ36AZuDCmU0WzGzjmaH4EzygWd6CFOfzTmBeAAAAAAAQs83WhuUht0/40veuO3fSzSzSzSGEVoSDSsIOyGQyGQyGQpFhdou1TL4X/YUCHYjI4jxtmrPUSNZirwX2R0A50J7w8cWZaIBw7KUv5OjR+thzBYHM0+5pI60ukinh8MFoaCsllI4TbLQ3M8BbWn5RE3abSsBb3oaCp14gAC0HvZ0Au1rWhX7USiH5RWLghrukOMjJc5ikI604yyJLAAB7l2Bg39FUZjYke9OgDhf7ol7bhu1ZjDMhQGtVA/2p8AsdBCxFkbHEqnZICccH+YRzuYFlxmj6lpXrdgzR6DCXPBIfm9hZP+OOLdtjVoZuyvDO1c3mYLKevn8GVSng/J9KecfrmrBi/pbMhswKUoeKHRvu4MT+ArfCq4eyQmdMdNMd+An6ZzqZ+6ZwgmkJ1YcR/wJkLlB5QMMqnQOl9mRE2J1o35MG2hfXwelUqfC4hNASjg6mF5oI5YzgEK7mMrLHrPGEZ5sa9UA2k/dp53Ey8fWTgUA+4atCxbErzKhojbzSidz7aAj7UJlEC02TZeasffU/op/YdOobJB5jWoZPLTQsD48F8w0bFp6/xkFp9jeM20L2GhNqu4E/j3uUAs2TwrA3bipZa+69B6LWRM9fwjsJUWt8qCpDYhopvlFVn32ZXbw1Pl/hKe4yhnuyakBygNA8zismwXYZ0d0OzAd6tvUFLDhCEFYTC1DSSCBj2XJQkZM9FmBWtc6d/ENoYNFnQqIl8SkQHXEmqE/w0jild5K/fk64KtRRjXBXyT7f6kG+KyFxnRk1FNrpY1HBd1QFtMHQbTeAzBzl0lKy3zAHR0qgf9h2TxYQBXN1C7y3FeRVVdtAoVDjVy3SFxGxh33ryJGNLKWVw389qHT/nojX/cSFaTIEIfj0XNjA/cUZ4GaUishOYf/t3lkpoeSXTiBSraIC7NeTd+7anaD9BmQR0qWO6Bsi7YB4Xa/qtgR31n+T2VBdbNKgvingbHTh3xgenwYWBE9ZaK1gliBcgdwAFr0n1mDnUr/Ydv9JK4U8rvZLkRadQY5bRgQFzLxEzaJp5aO4zzJvqct4umiuomPznsxvgmIgDMnopnJv3Dm5hLg6tDOXavXZanIIx0EO4O0gfB6zsxF+CtI/C6cdMyR32eY72ib4fd2c9pEXpLMLDnLBRPKM4qTPk7sK/3mHY/NtupBveJf1Ocy0yAxDi+SRrzcOztXejaui7MvvoEKI7n7tdgI5PrKqT+qcFTVtFazruLlyOnsCDYlxKrKLz9muH+zu+RlJNYXGQmjQfnBmXNT5U7JQslWjbMIzMlKVYFfJEM3UliV0P6rPZH4Fcz14vGxHGTxVyhzbX4vmFuETI5NqTOplEzMr4UntIFijRnxIqTEy8a981xgbqpTC0gNUIYq0XIgwVy6TNzkTU6PSqBgcp6MJjFoneOqC4mi1tuJdzDTfEmAHpX+EcdODuWMgifyKDAHXgujGHnWiKgK5qBsc2RZqM7V0xfZPFKXt+cMD5RISAxyOdRzpdMzQRzO1DZWi7YcIj2wfOZhJxnz2Pxc39KiD5JYEcB2u7aCQsI9ARf7KNGek5fGmM4Zt+Hyb9k+NzOa9QEQDKCb3uJpjq/OZ2JHlqUrM7si/qHG1mhqHoubYCf2yHlvcKZtL75HTTJw8qBmwLWEfnelTRDKn8cZPe9J3Q2Bzmu3GKQDY0WcStCPdRkqW9tDPMXuQd7O6JRyw4xvWvcHUJqVaMyqk1IVPXhcP0EekOjSC4/a3J7cQLkEljwGCvNMy0ukZF3e7hbwZnLulATSjCWi+XjFk8Qv2Sn4z0OAAFAB/6QF/8pEzuhYVR/HT3eerefDzrkP9ETGmxuFOKlKIWEF9hA3acbHeW+2ZWxLQ32zpGsroW562L1NeUpEqf1tf4qSV3B2ln9t6nMTFfHMLmq992Y6J96fOlemt5LaAwKtDCxDuVuJxKAPzLclPIAzrpOyo/Vu0l92MD60PGIw2+rZEHCVRYDoEIwZEKaxwQUJeRsC9YycJhXGYazx14UW/3dBQcJJAAgmCXRYzYZ5y/1JtebwkDdf3o8ATCWcDAldIMAuNGfHqDV6z9feUDg3lgABPnojGih7ajQLqnYsxIjli6cktiZ2PgAAACCFVJTuI5aKUko5leiB0VhwfPTqNTwm3jOVQrKyF3Jul78K/85yFMSz3FE/0+k/CkSS3GNxtGjL+1IJUyG5CZIKRfjZQh+VlKthqNcBHpgtboymj15imFmV9vf2gFHNoc++ZKJlzJcV98b4MO1jnStzvBgtDXczepVChoKFYTEmuvTR+wkMi4AA6WbN55pPBUgs2xSzG1A3u7iMRQtBI4n1cu73tqxT32m10HfwDHAAhfJr4QnwCdCqEv6CVayIyNgyW+pbTpa6psFQa9O0Oe1MGwIrWBEbSRtlBzEiacUPyzsGTlt1+6OGLT7Oz5V0eggwXiKRiIeYuux1h7dE4F3Dwq0En8hegiBGVQnur+mcCYuu+MQlOhYVUV5cqt+XkXYYWnQNkM0es0KIg9ianmXygNyYVmszJqeHrav9cauTGUWpfNpIxET14A5JjIZA2bx5+fako0OAd88XHqz41/YZMB+mShsidYaOgmbU7v+2gEDJ2qlQFkJvyq4MFc3AO8WssTPmvNp5pSXEwj4BfAAAmId7bPloRV/sDHAI6d95Ou+c+dT9Oi8uyXFDXsZJShO9gf9gkBDK+AZTETRiGQFywmPsw8CJAlVmiaGvZumu7oAAOXZODiq4yrI2fXpRKbCPt19j+Lce218LFWrtmF2L9gQTzqnq0WgZ+d7DCntLW+v0uDyFLc6ggOm00vZid4X5qZUIR4zrR2KF419/Hz8jJwkuWEZOTGDmxBI64xjOK2DBwKSvTUWqZjlmP0oO/AwPF8ddhN1N12WX3/3pUCb3q0GL6TqnTeCQccRvJfr/dBHvQ3SCWfN8FbXUBPLuT0gm2OFIyvio4nihUz0bLpksngQWmw8YWOYLGidq9u3GaK+GJKtL1PHr29fSb/h4GgAyo3swClPzyrOVhAEtzllruVide8BDdVj+eMtdZb5G96D7+xxD3sxv92JzyhYIlw+QelCRWHDiQABT5qYO3Rk9LJ2t4+iuIAwIBoRcgovE7pR8IUZLhO+Lt3WU+QCBR9MUoAAADCE0G/1YaazT4GB8VhYAAAmK6nM0nMrdATAFqV/3btnvxkdWhu8V7gWuv7GcAqjTwtekeTZH/t3rAH9/zhYQWYvQtubCq+10deI5DJPKKKf3ZXVE6NTTXQuTr76e4zK3/BfiZX3UD5jY3BRpNFvu3gyMkJGQd7CpnGwPPGv9ShuDUgd2Pf4P0RICr6dwAAAxTV5osXtkjqOYQ3175XfH4vvMmvAlMc5jV1yyVNwyo6IH6xe8v77Fd+30B/bSB2So5ap3JtqArE8DALlFekWWXs1I31R5nM9w2eCYMC4eoWI8u0poPK2pwPyLWgGJflzW54Ck4twzhiIChnud2nlPwnfmbIlNFTIMwsNyZskRz/R/p2RyWXcgYa2QqpAQWnHMko2dFu/GbHqsvuXV+bhaeMSUecOCCiK3ud2nww/L4SO3W2QLMtYvi2/3RINzXKWwAAAQtL9Sujlan3aK2drdE6bUoJ/+bCBl/MXFLVIUziaoGRThOpgRl96zN+yASmWUbEpelmqba9kKOMrVNM3okPEEdXzQzaDy6MZbs3yPe6utV4mmnT5Wr4P2vlXPt3NQ8UF8yqWaNUFIQF57Jn1TqgUXbbSCcMFxg8gA+KFlAW8X2cjnZQlc4NL7VNi+r7iWfo7s9iJ2oAOUhBEGVmY6HACxVZyqLFB7QAFqLBowxFIWR9Tr4tLSXsgzr24zdVdJgOC/h7Fd5iPn6/sXQp7/A7XFdia5c4Y+1jYrwYa9OlEIuwJQAAAAt1c/vhQcnOjt0aR5yxeNEkhpMAUHZvLjkcFdu/lyikVI2ipujAAAAAAAWkQXuL5lovEbkIy2lnYppdiU7bo3/3IacZl395YDQnA0s7FJ62DQADEDxu4FEwZEH0LGGrTuI9wvRJDPmIiPCj32lIQpxksKpd3FhST/+CJgFrYhwACdxXJKYQJp+dvOglbkrAksmO2LJw4RBt1bDqdhkyWvah+XpaqrbI4DNqvP7uywwwhcBz7rjkXFyziswyZmVfQdrbR1ApFgMOPqWlzeUIPNZQWrZGfUdyKHvZ5wCaVQrlowNx7wViubl2G7ei8NEoPl10sXwiwEVQet2QmCLu//q63KU4/bovHjpEJidWxfuWiKIoI0epAmqTd+6Bw7sWTN1APEnpp0y4FtFFhvAqZ7IQFl9uihjLCN4xegR3C2gABwLt52wGYMVaGxoXplUzpq0O8rxBb48sMFNE5GZ4depBx0FBgV0C5qlb6y0qFQY2Yrfr5W94vKGtofRHRoTFVSu4Heq+fL93yRePc7VcJCbpVbRhEV1ykEppocSyp2ebgRTYFR4ihcA65geUD+V5Zv5UN3cvR4kHdr5dJhyWxctdFhfmsXoGyBN1bkM7/9G6OR8mvqPIFrQE3roeCVmus7AsdqowesyeOewYkHx9moLNfO2gk5mFovSYYp2uMlvwjFiIkGwoVug/Keh6lqEA4P5yVaAAAFAcJVR4IHaRfr2B5zb1ZJOv604e4UmI/OUITVMP/cq5dR84BPNP6TeDJw9Fy6aAYR2R8px/eGBqe0ySNXdMBQZXeRLILlBT7uKt9sXkhEdb2PzRhxUQcS8dp+Xg6mZ9s66g/rsoIKHDf9zK3F9cOOmqvaxEXfsjn2aAmRlYe5iIuRl4ADQeJmqnGF5k8avVtfVjeyKdlH3Xb5J6KHVkvoCuvDpU3LE2eooKLXXRPSr2t5RWnOgYs+krSnMe8mxd57nwJ3OTb3CnWOKR+1VZxObiGgRV6IilFGyVK+xPSnV68hnNoPwAAAAAVzkDE248einbn0eeJlFVwGEnWGzUf4UkK5/+bo29Hs23pQo7sINOj3JxxMnoJKyOYoVuJ++w6GPhYX5xORjka9lKahEvchQYtGyY98x/LOQEzdb65rTcXcLkINcEHuPlkoqPJkJ5kIb2Slk6X8jTjD2+/FeohEj6q1Ayp/ONmIuLejHTfI+2ggI+neVoOBkQ+MpG2rcRk1zfLiT3YULX/DbyXl1AEJp+NqwMSXArCKHgr9Z46GjW7777dMaA1d+cnjBajg37O5SxvxwworJ9RuNi4Pin56d6+eDAuGDmh/TqBEPBbW/zLQh4oxMtgLscqHOU/PQ6wCWn08d8VXUaWHCpsr3qxAAM+Fvyljb/IVr01MXzV1NNB8/f/IUPZf+LufnSkcrEHDKFJGNqjekzAAAAEeAVaTChCjgvs7oocfbQs81FQ+S8f3em8iqmefHNnk+J/pdJmXzWXP1teqbQ4GAMRepEyfE5Jfq9F6AAS845Zn5RT3l/1JV076pfvzmJpCVn8dDRuUgYNv8JmrmagG9WtWEtdGyF4rL/TpoAAAAADv4TIfXpO/SFhvSqWbn4tQAAF0Z1rdCqyakr/lqAbKOL2QADENyTnBsHrcA5UxfyTFQjtT3be4aCB5zaeVvtFslW1JwFSL+DeFjemmRGainyhxM4YAtG/wp+2umfJ28Cik+cO1p8BDX0oWxQTVKPvhoEIg7ouj/R6eqG664UAACUjVgjXu4CgNxxPDJfieMRpRJDhQNw7GcK0emfqJAloyr4zRHoawyAMn4ab0SakMaymVkMg4Z9uD6Rd3cNFbfyaIv4eW4Vtr4boS21vROhDapRHlGSp0pGvRVeGrjI9wanrsi7TCLUPyCn2rYfzvobKzHqrodTuYuyQt8t+ciU/oyuMlvjzo4ryXMYAdX/DCaqm6M/YUkiQl8mgVSG2j7Ahn6YhFEfImTydST1uC+qvTKdKgSKmnUTZAbMe9zYxQIbRzqDQNntclU2J4qPZgzmyDL/rTp0yyVYVbKf0PSeTpIKRyCabc+RziY8mR9vMz3Z6irYyBf4cLtwV+0G2ZERYeF6isaTuEMUyiAlu6wYRrgidO7lufvSCXSd4BFC0VJ0lrPMGaGUUShmOEMQ/HG/G+k2Q/02g1q3MKUjTvxRRvH0tPkCbk8CvRGaHhnU/fAWiZY5bzNFZRW4efBzyuaKwnclOE6FHuHd6EKBLuKMBt3VUHbmEy+6GRiniPLgqBNk5UhHGmFc9K3rxeV9hTVHewYtt0ZHrtrkP+sUp+8C63NEmS2YbnlnT0tFjcFx9UWEJei9NZehwdiafur6a4Al2T0uvbN2XpOnCaOIheGHjc59Xvf2WV8PwCByKvLI4FhyN/USY3M9SZsLl8gXISNkKxT+6OgpDXV39Plg3ID5nWTqg7NlZlqgd6kD2GwblsSwu/anSIwgCrFBGBJjNZQuXwjrLFAFPCT2dHK3Yc1fmNjA3kc4QSUXe0zEtzjGnsb3pkCBKVl8G3sXzDkJAcXK1GRfKX1cuEozlydzFbq50B4L83/aAbPhZBNo5ZhyejeoXmqMkRi9DRNMTx/QbbQccKAJ/Vt++aA/E5dGDqXejfTKzBp3Yee7R8Nebn84/N/UQJO02wMjDgceVCJgWIXxCMEKbRkygieyffEo0mh1swQyRo0WD1WqWTamCN4ttX7aGDNNPP+y38AsQNmpcoxw13zvT/NPV3GJ+xOxk5Tk62syRJW1DYdV+ftRrP+HE+hEk2RjH2XkLlaEH/KLaKxpOyOs/AGOi80088eaqkbThjVdzQhLRnlQQArJzzR5yf5xWBCLqP/vTOwaljV+kqUVRR6M8oGifJqLcoBTtJ+6oWFH1b3Qd0q/dqcBFLUn5l3c7B7nUN6sXYdVNrscQZAM7TLsKJ4k6B9RdKTtM1HlCeT93m7gStScwW0nGpYj3+JS1C5U3q0UhB8iV9Sr3xXeLI+VsOJqjRXPaZIA3vSd7whTXmUqnwZ6gnumeFb7Ej7i8GOSYlYD9hLF0bB6rHzoMZOaWJqHLtry4fUXPzvXGqIZJq21WaF7HQowYFRqBydDgbnvh1KaWzN7Z+6MO2D2bYOvP/Qd40xHtpqSh1SbphDSu0bBfi8XVGTwh8Gor6T15svG5yT2zu2GKReNzpS7KTQ69lS/+k17/GFLLA0p1DnFRPcoE5nMHRUGlgifcOzWf7J87jLVpz71XDR8JbA4I76vu6M+eXbfqR4v2lqKLieeJNdid2gRNI1OtZBcz9fFhP+ONv8IutzGIqcCPJYcB/6YP2aV0FXuQP5Y6nADHyhoqrHqXhW3fetwctGFPnLidwVhdjHme4XeWBi2DaGQZUOYtJsYEnn87L4IfxjEyes5Gd6s7+JYktYfEP21E2s0ViKhjaxkofO2YXzTX81Tpo95KfoFFXBy+gYx7jv05eH3o6omqnFx7YsmVrVftpSR0CnN+Pg8g7xj6Z58ZGl51pvjW9x0eTCqwIpOzKcFCaTlrBqqMJ2fgKN1bzf2y0JyBIGsSyVhDzcf2slUu2XlCAABiMkLO0328XbLKynalLWzTOie5gpwnGELYKD58NPNF6dApS4ISbkjwi971lznCS4PRAcFLoRPW6FJ5MJHA5J8F7UPPlvoR2M7PYWgtr1AVfDPUQ+9b+LaFXzLxXMwAAO6PCVEUXI9Vs9CTf5JnIODyJ+8AA2f4bmoTNgcTl7WgDl0AAMjZp6/Y7krYQqJxyJ0tzR8xbSVovXpTp4eOsPnb0BSuAAACIPXqIAJq3wAAABDCJTmOHatquw5+xIlm74ifn2OztYB5grBqgL2oAAINXlTyLh1PjAKHlXZp7T4rbCvlVY+vDTkWXaypWGi/7pR78x+7c7+FskKx3xoGlTSBfKjAUGTCPPLdeH2RSIh1bB5LFOxPZg3HswEItYHniDZXQDK1S8E1LF6jb9dQeIqJTU0v43qCrL8EHt0eWbiUxkqhMRucghRktJX8mzbFRprUWrDStUhp4z5dnEZODwISR51TE7qWcYCJx6oSriyN9vUQ8sPeUEjbaZg3ldtCO2r1n+q9+tfQP2TRwywl/hjj0BbcmAPWbvSIj+anAlwQnVCuNRqDrg+XscsNnG1nCmRxJp+nStutnoBf3bHEb5W/zJD//Nb7sCot523gIKiZF0/JPBT2gwyJS61mGk65Kb63Ra/RV4gmuCHYrDn70gl3YtMOcoWsYLbVs0GSzPzeePpnebzD7tzvoiR3ZFLdxLjflQso4xZIqYJo/dWwP/MmUgKeMtx8bKiZY5bwyzKCdoNlh0MFlwV497Q7fJDo0he95QImoljF5LxhhQqHMYHjU54tS6gPeHnnnsK+Ddd9BZfJGOaajXd5QhFItYRk73ChC6yTOiSENiOFD9OiqftBmNqI1nOF3DBMV44H7+XEhzOk5oE98+6wg53JWhNq9AYR0bHvsxp6rw1XwK2I9kE34n82kxeR5/2STyRtdp7nDddJd/3V5jBKh3DR4rFI1yISMDe7+WBfrD7CIbPBofJKRZXrER1QOj0TaC4pBOqB0Dxwr2BalMjt3Z0E+XSJcWvIxv98VfK23Z0nG04IHM5bCZ3ADwHNEX39v9E1WWa6FdvNMY0BAvZAv+6BRDYP4NVW/wV5YqUedQXOCPRr5sWdCtcSOtlCpHOVsrJQrCZ/x+0QdysgslyCvFDByaQ+n65bcnmaElC7/Dvs73RzEkyNgO56BFr7Oj4dk/WAKYfPCBd8POhxRGaV4pSf2GCTHda85MGDtosTyVwOSNdj+/FjGR6ylEYinmdw4Z/ZARFQC2ADFA8zfjM546RkDlcGpBCULXNjHz74cCTeJI+msyWMIw+Pxr/wtR/GgEnbtscw/QL+KC9Xk40Bqy9te2irp3s+brfSnCDz7JhAm0AOoSaCru2DnYJT9E3em55Y8JqPCfOfL4vv71EGHeu3wpQ7doKEigdwgDdFLMcP6s/CKgWAkdax5TQiUaW8MZgIJ/n+Z01faNKSdzGAccQO44olacqtKXit7vRwbvPaPN4SI/fh7bPdZ0gwryPrEkUHQsqY6HETw1/pLf3SzDoZ7dkz8MbwgLAGdvQAbc1QFOKVI65ansW/P4r8xrpUsZsfubOGyYmPJvCpEjF7hFy/8CPPtfjmuhN2foKu5BsbvQ/GO4LC7v96C8XUyaz6la0C97EGMGo2TSJTjA4jEV/uk1ER7DRodQ4M1qMFXNrwQS3l2vAKkVT6QW2w3q/0w4rFj5EBBzmbwteVdbQSLgASu/W8YWmA856S6/FFQf1VsG7XwuapHZUsL+ShOHYAtQxzWFmi1iycQbKu3IVqknqkn5YdAwmlM7IZYihJaWk6LOLJ82I4fmvXmri+4TPnB1VohnTr1h0+gABvJwJ4vKmFU4eCDsKeDjnPw1mQY1giaBF7NPh/pHx14CbgqHKMli+0RwBAHSC3pWXmN+AiLNjVkVXxyeRugd4stRgaU3Igm85rbLmr7uMdDgR0lHQ3pojC1uqEEfZMeMDMzAqqCG5V2EoUPSNrlbA8pdQAFjdFpEHjNe4IteeRhD2YdrUYc5N+woFBJkFbuig+IhYC3Vg5hBe0qkrfxOQ3k7Bj7fVhw4S3yCxa+RFgo9cqXaevNWiAbHpnvN6vBGHoFwkf+A8ZPXzvSYJtzNnzjszYsVedxb9cXw+C6JB+RtAAI9Qr8T4NJI7gfwBCmPumQBiqEqCfAJ/kBQiJyDfQAAAw/mrzEX0TN+PcpcnWi81xXDSe+3ztOY8hdNArTEpG2rihAKXAgJ9y6cypueUmBnDFcP2d503O2AdubCp7vg1Se0n21+gCCCM3O+wzvV4bePenEyEvU+3+jU1WSbpZPOmBeS9CneIEEtyCzE3ppe+lR90ysMKsHc6BB4VzzaBp3yQdhLeN4yTLEl9KrOQKYVDWzXp9tShkn8SZBy/ztTpV4NIN4jGFn3nvxqGxm7jkXAPu9ktRpX4BDuPuhdVYP1YyewB28DA85QDcLJUs3dYueNdKZUZAAVNbdH7iinqNZ3+c60ojolCZVLYa5x8u44fnuTMaPIhJuuvfOPPFmXviXuKKb6hJxmVhlUhpoXPQKNHwv3Sk0Kcb5H/IEt9NPiKyvuejVz1qKQQI5R0/tvNQWkX911UpZ8mBvbikG3hCe6bv9iZ+fqJUdCSvkJ5OSd03Rub7v05RhZbOaIrJFj7ItygNSGQlGbx5etaK/nrVoFBYFCLTSLGS7ISbwHMuOCy8n7GmBPoRKCIyEKimZtWFWhrd+F9MOboOsWolimiW9Vpl3dOtk/kMdosEaSF0nXEX3g0dkXW6Bycq9ovq0uWReU1IDfEJDbGpqp2Q8Vfr5G87FrvEdcDoM1EX3SEgMeP7WaDa4AhwgETg07iuGLY4sLy0cmu9s193T3UIKgOSlMC1djMdNcAVFYZlCYM1fzaXf/St8PX9J2EU2KmABBz4N2wTUz/xhy7wRfrqTZ/6Kpl1Lik21/vyzPejo+NNnATc4970N3QgN/DHcZLHzOjCnrS1lZpHLcQwjVaIJGHxom5mx8pj/0pccQ/auqf/ZarpeU7+zV93bL5HM6C1ogABSNcjQWIl8lc2AAlynsrJJEG//oAIbq2MCbEIYBYN3njjxnMTCvX3/nugDCQBu/CN8FFZVM9R9RkPj3MiuWa+ZBM0uaoHAIA/6HWQKWEwpnmLtFs52tewj3vvlattyK3qRXCqnBTHpCRzt2xBm15qvdBVMN7yAHKHw2L4oYgKBQmxFxsir6S5ZVD48rhWacASmBXhmdhmeilBRNy4rphmV96xjBFj2dWwyNs4xAzlgqf0VqfoXuHkLrd5aE9zBFNfEsPeurMsgqmezsVhO2DaDHoszrYwwCB/AfWYA55ZNAA2TGjD4b/I4tAAAIiGtiTDN9m2PuxhRpdMfklsONzBMAG6QjPe4HdiMAaEWfHQcvj/ccQMbiN4s6AGQiRpNeD7DKZR+RfgAExJbahttvM2U2YsfUKOEiBe6tU6ojKi73xFgy46k31pFHF2RohOE2AYdxCFJ/M2l6tWsGWF3MPPQS5mq35eQHH5J/OIgBBWbAsfWrbMTFSb8mow1Z1aPA35G/pQxTxkHuzKUitwyRtwWpC90Q2RNZPm0AABOGFNQKGxoWYlUOY2GBAlWP5qU/ILsM7oOc77rdW+pnpnbkxcOfjsPu17ovYvZrarr+9PodeXi1eK6Z2D2JwJnMuQifZFQwBLo8xga0fjNkUU05IKvlBNgAA1sd89U2igPqOqpktD180Fjr6Px/y4FHYORNy0CdYGaxR0Md7iVWmkcWOENuvhpVlLyp8062I/CAvwlkZ+imIMbB8DDGilJpwnoiTYmaiquarBjpiZj8MNutWiqY/99obl2SRR5ATeHYwhzw9oC1ZygN+3NIrUpvPZyKfa1YAPioQCFHMhw1KN7cY/6ns+HNQPobqMhPaAJW53/9ljPh8RLirZxiI0Es5qM/8W1K4Wp/Hlu84P9jf0ejzL/3crnA6C0eMMrG491LDEboOHMUK4seRHuYW8k4rEuLn0YMbQAAA8c6JMEJkB60wiWg4GFNw5iFbGPbH+EiDV2sm1k5HzGVeUrysL/RNrnIm6GvWXOh9nRD+rUeHwQUHnJmceYgRRvlyszRhm7Zvl1Q8SxFp4eOgPob6gPaTs8DEB+ODInBbx/3TbxFto4GHLxC6kC79CrYqSFwtX2K6y9433vIQoejfF7M/zJLJ4hiinwSoHHIYq7jJU77wi8D2oUk0NUNZ6uKlBgYsbArr8LOP26pD0kOgnVh/wVAEkUapmweoNg/rlzXLn/I3uY3TsF/zpHjGzV2AABQcFoAAACiW2ywdNxZf/Xd4oC6S7prLllObxjmDgxwGFegRa90ML+QiTenzlD6QH1iCuzjeFNmN1rlbOEQ57xr5Io/7FeP/u7mqTX07jHmGqSCuZkJhuvzYNxltDfKub/aOvr0FFpnwMe2+k9LYv7PYr0W3HAAAAAAABTUQAAAABvAvywRiLRAAAAJSumDvcmOnYn6M+yT3Vwf6exAHfNx+alkqgVqVUxp7KsICrjZB+97UQK0xYjJfCTWThtm5j2s9k04ejYtGV8z5mPUFv/hALTL/PWSBuHpKLhLvc/NH2AAEyvtLgxeyj9BSof92BtZRd8rMhs6ncmYy7enPxREKpkhwDLMloJ3EfNYNePC7Q6X2I9tqV4guAkOaYEPc3I/o1TJlCG3dGR4STvHMhfAqimPkuHZOLUFgzS3R0hOCrFjzeexR92YEsp0kbJ4Wx9Wz7fsGBbf2ysheMNeb3UzS9K/VhngFx2tWzw4zyF+VuBr3wvKtwGuIb3n6tsKotkswgHobzIOVhKyLH6tkeS596FxrrIW3u/B/p4UTZNYIgPh9v3TpRtH7uMcUdwyh85oThYFGe7IKkH7RSL8JAxNvoddTAmxpufl2bGObdKaXU4L3M4eibZA/DFReJ6TCNCj1b7eG+le5fxOuQ87Lmum94kRwQzbIabHyD972qjnDponvv5gbF+47Co+crS0pXp/vf73GgI2G5LqVTVOnmjPqwD3spqsDmE6NpIIDGzx9WWax899yKtoDcGEmYDLSLUVFrAhc+yxBIPJHECMXOsIDkRDIim1wivcOfYzU1txEwofCVCwalPWM0WTXag3cj42Tzfa32QfaodkpAVr1CspyWMAH3Q7vrUXnyIOCLmnKpB0ZlKpy+A7JBXlWpbcLc3y3XyVHgJCKtQcKdnjLnsjadGOY+AGSUk0Jtu4taueSRAaixMn+XEwqqORrci539M/ppVih00dRZaWQ2yDsLwfnjBt2Iy0pUf7dnU2tN3l8+AW9I7HfALfP6cZBNFs5XPRoHTNnWxDVVlqJ/0V1L/DfeourVunIUeRhALNCsxMnQb/YrB0gqI7EhUizFzeJnwMbF7Mbb8vtWSYKnLlGd2jJq7kxHYbYn4BexMkmwWrTz7BTRCnIuSZPaREaQ0H7HocF+de56l+R2OD8zyJdqJ7dNv6f5jytXtW///tr1afhWdNh5pqo6h6NK6VgVrY6ah1aWquwRuCZSVkWGpvds6Vp3uTAE7UNkPfpWNy9eqSTeq6pvroN0+lpopHCF+AXTnvovmsGAqSKXFzJ/RepByHnU3bsveu+3ztnQvWIhuvtpdxEYVBbeS5Mm4fenBNXs4XB0IKO9oQOtvSXbwknqDA+2em9k4sK2elZt221ib+hX1yfsmz9b5nWCFwGELYKWt7v2HevTsi698UAiyAI12rh5gFZ5zGyoDDiZVnuGnYjZzB5JdRiK4N0ASbVKoMyXBg5rARWP0VTAVQSGWiu00YRwrEGOPoSpv9UPPABeAAEhJNipApX4VSuLw5XsOI6FW8leTatJnANDPRus0Oi5E9R2elu7wcGJVXE4VUcCBpMkW9T8LXANOti+Gd0wecF6WvYrnCOvI7Y9W/tQZTN1zuptteI8ZFbl6rc/bOhQAFlQK9cN1JDGc5arNy6THDeUBnI8lRnLMnpTu2wuXUOgsqQRpbTIF4ewIVzyyT5AOOgeA+bA1HdNCs8hYP3dBrV8ezDGkn2q4ZuGNv/jv4G0zXqxnYQJjPJEpeSLlXpF5auZEST6yYZcdMtdXVgEwIV8orrq6w6I82Nha/lnvrf9dGTd8AMI5Db44izD3iXlXjfoOSymDFDA/9kb/6+9dkbKIHyTPUPUPRm9OAA3eWtVeYNMb74y/wqSdO5dkqJEGYDB63iOOUoJyY4ZZNSd997xmQ05NrDeaz/ru16zQfY0myHkBnCUvlcGyS59RiajC69Vn6XfrnfLZ5VFoTCLSoutEaVbgrB60rsL2nPO3Cw0CR2ZJ9jXSnVKV72RX9Xu50VuZ2/v9ALsh/va88rSuJjCDcLBprDNv/Bi5rnX4k/h5B9mHriUeDIO5DE+coiyWhjxJlG8QZkISQtZLKy6hjwzBNwTHR9OYCVDMVmiP4u8p9G1j2igYGSqxAdVhHQqC/thKhARP1Bk7cTLYETAkw6hTLycBcDU8IAsMGzlKFzGVtebaP5Ys5E3XqtjBlEAbgjnGrL/0aHjLqoc1jS1jNTy7/Zhw3yxPT0QLGZbXEzM96n61uxT4KsfU+ujPH6ygQ1B/NLJrTxgWc+3HnMMpUGpCFF8LzXcGVggCheZEb4Y9CcMIW3ojNgYDKqhPQBzGPwPIILM/AWFqAEftC38C8tOPBTqJ6XfYUPvMBf4duFGqfpaJrGfVrYcsrv54CLBCV0gar6Ie8YHFkQBr9UZeITs+vfyQWG9CQj42uOYba7M7SPONE/P4lTTG9PbOcEG3d4z0T4gsN4+Cr2hDxh4DiLdLJHuFvAu7HjIymUjvkYear3KcJAVeERKQpNxCHNHRSSg3vDJ9DevwtBeKxWLWrkHj3yTPSm1mE0NwYwaqWnyPzI91+fOBVtMqpWZMagrGQ5CcjTLX3Q31WyY1aMb4M/haNOp5LCusAqCCugSOCQ0C2UpsAAw3E5i9TiOAvH8G1GYjhht+qqkyFPZsmY0z2ddhGHNA/VSKFLxpo8OCiIjuZEAL9johgVy5JHckpbkGcsbO7QlDAv2fGcRA2hSMpNIiUqebVXm8b+hQoiIN6SEW6y0xygsYMGGNiDJ/qpNQSyp9ajN0NfZSb41/j6nxhF5kJUo6eP0bmx+hIsTzgAACUaryUL9AAAPxpaZnnI4rl/LE6OpGgozXBBGgbKhawSy6vGFx1EDao7vz2mbzb+JvUTfJb2Ix0yrwJmaSAjxi6rIuYWhrpEP1ATp9xIbX9IBa27wjIUvY97HiaNq/MCxD3wL0YOLueHunkTij54W1+jM0q13XLMles3u+CrMWY/iopK5ON3ajhFrvo6cNomi69vSc/FdIQtppgRcwzFqphwAAA2NAAAFMx3aAonh1pK1mkAuMixHRpajCYkJrmyE8Zc081zGjQVU6VP24NTo4PhyOAAjfeF5AAAAOHOmxOu/Xw7Mot39FVEmzW4rMe+bdLCcbPp+tb1AIVdRgH5Yx0qJXrqzxnJy54Ho2Oo/ZcTZj3HqAAAAAABvAWC27MdfITa6Jnu3ios7KY8q1uUMM/a4FSldoeILqWhHvhjVLJLZ0wFjOfkieYIzMl7DjZLkpyHNRZEDbq9SiqLQOZ/a8JqyQ9Yr1qpl3xDVF6m5XCombToKt6JXfmFS3nRcOt98KONmzhY9+jeRemKhTVr9ou7zDMpAR/W+52+Uxu2v8VpPDtURyVj9YucT7TAoj9Lgi9q5AmSC4MePfauqjZ6Gh4e/yoxZAhL9jAQUq4Ok6TBhf4CBGysg1JP9znWeU+NIAUeBJ6urg3yEzF+AI0dulHtyPn1uv86aV3Tuhu6ilyWGmcWhDNq0GtnxdzoqUS/NnVAKUw222oVdIkW+rtnLBA4EIXFr3Qt/p8bFn2c/L9XkDhuwis0Dw1k7VG6Kt2gNgRo6rQaJ0lqLNuZSJUtXonwnAI345WhuH/0A9RcK3HFAe9X5qWgomsCYCsRx0G9TV33MqL6Q6ukHTJmAoQlig7pI/1W+eqHavQHyyBX/U47bzocvjEwO2kUCrjsoIUzYXWvzSII0xei2LZCpfN+BVs7gSmeBanTCN1WrnSBxROASXAJvuOjQTJcPon8djCM+YNngAAAAAAAz/z2bQpLOFrVBKICUSdIGurHT1+6efqH3c9xdkwZcz1EqGuEY4V3QoYQhW239u8yjo8/iVH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## Compare models using model diff

The model diff feature allows you to visualize op, tensor, attribute, and structure differences between two models. The comparison outputs as side-by-side graphs with a summary table, which shows added, removed, modified, or unchanged difference types in a diff report with diff statistics. Ops or tensors are marked as *modified* when at least one field has changed.

Note

- For model frameworks that do not provide names for their operations, the name is set to the operation’s type and node index in the graph.
- QAIRT Visualizer app performance may be affected by the RAM available on the system. Performance may also be impacted if the model file size is greater than 2 GB or the model has more than 50,000 nodes.
- `.safetensors` files can only be compared with other `.safetensors` files and will not show op metrics in the diff report and diff stats tabs.

For CLI usage, see [Diff models](https://docs.qualcomm.com/doc/80-87189-1/topic/run-qairt-visualizer.html#diff-models-cli).

**Generate data**

from qairt_visualizer import view, diff
    from qairt_visualizer.models.diff_options import DiffOptions
    
    path_to_diff_report = diff("<reference_model>", "<comparison_model>", "<storing_path>", profile=True, DiffOptions(compare_tensor_data=False))
    
    view(path_to_diff_report)
    Copy to clipboard

**Use model diff in QAIRT Visualizer**

1. In QAIRT Visualizer, load the reference model to which to compare.
2. Select the ![compare](data:image/png;base64,UklGRjoBAABXRUJQVlA4TC4BAAAvJkAGADXIEQDAEKMHOFl7Y9u2baOzncrWR1LZtlPZRusHeJLc1TNBIGkz37/z+z8Bsv9nEQ0yEEKQJQGDoIN4yZJAmMIzlgAIIW533bTfYRDdd1kqgggAT0ev6cIEFVpw/sU07LL0SKLvY1nZqiZFJAqNgjFZT5el4wCwsFprdAIVJbriYcz1tp0XBhCCDuu6O8iTDmwhTp8QBUQL5cU56L6HjqpPXajD4gLSGsZBtgWvleWNWhhQFJ6C5qYIcMzCgaIJcCJTJA47YBgTWQrkKuQJH6hmKouy67KLbqpKERgrmzWnQmAMIROaVObnuKS+j6NnqNF8cuUCQuieq2qHecf4NkhI67qzdtvr7UFnNcWSfJ9IXrhsGd7NKihtIhlARPuQGkUgAyv5EP4fAg==) icon in the panel toolbar on the right of the visualization.

    The Diff Customization panel opens.

![../../_images/model-diff-customization.png](data:image/png;base64,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)
3. Toggle the preferred data to compare and set tolerances as needed.
4. Select **Select comparison and Run Diff** and select the comparison model.

    The Diff panel opens.

![../../_images/model-diff.png](data:image/png;base64,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)
5. Select ![filter](data:image/png;base64,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) to add, enable, or disable advanced filters. See [Use advanced filters](https://docs.qualcomm.com/doc/80-87189-1/topic/visualization.html#advanced-filters) for more information.
6. Select ![expand-rows](data:image/png;base64,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) to show all op/tensor details on the page. Select ![collapse-rows](data:image/png;base64,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) to collapse the view.
7. Select ![customize-diff](data:image/png;base64,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) to edit the current diff customizations. Different reference and comparison model input files can be selected here also.

    When diff options are toggled off, the Change Type for the associated properties shows as *not compared*.

![../../_images/model-diff-customization-panel.png](data:image/png;base64,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)
8. To find an op or tensor in the report, use the search field above the table.
9. Select ![locate](data:image/png;base64,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) to locate an op/tensor in the graph from the table. Select an op/tensor in the graph to show its details in the table.
10. Filter data with the **Change Type** and **Category** dropdown menus above the table.
11. Select the **Diff stats** tab to view aggregated diff results between the reference and comparison models. The **Operations** and **Tensors** stats show the amount of ops or tensors added, removed, or modified. The **Operation Type Summary** table lists all operation types and how many were added, removed, modified, or unchanged.

![../../_images/diff-stats.png](data:image/png;base64,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)

### Use advanced filters

The advanced filters feature is a sidebar panel in the model diff table toolbar that lets users build named, multi-condition rules to narrow down a diff report to only the ops or tensors they care about.

Rules persist between QAIRT Visualizer sessions and are shared across open windows of the application. The advanced filters panel auto-opens on load if rules already exist from a previous session.

1. Select ![filter](data:image/png;base64,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) &gt; **Add filter**.
2. (Optional) Provide a name for the filter rule.
3. Select whether the filter applies to Ops or Tensors.
4. Configure one or more condition.

    **Regex**

    - Match against: multi-select. Pick which fields the regex tests against.

        - Op fields: Name, Type, Attributes
        - Tensor fields: Name, Data Type (dtype), Shape, Attributes

Note

        - When Attributes is selected, the regex tests against attribute names (keys), not values.
        - For Name/Type/Data Type/Shape, the regex tests against both the reference-model value and the comparison-model value; a match in either qualifies.
    - Regex: a JavaScript RegExp pattern. Always compiled with the i (case-insensitive) flag. For example, ^Conv, Relu$, Add|Mul.
    - Change Type (optional): multi-select. Restrict to a subset of change types. Leaving it empty matches all change types.

    **Attribute value**

    - Attribute name: exact attribute key (for example, axis, kernel\_size)
    - Comparator: ==, !=, &lt;, &gt;, &lt;=, &gt;=
    - Value: reference value to compare against
    - Change Type (optional).

Note

    - Both the reference-model and comparison-model attribute values are tested; a match in either qualifies.
    - For ops, type-prefixed values (for example, int64: 10) are normalized to 10 before comparison.
    - Quantization encodings on attributes are not supported as comparison targets at this time. Attribute conditions silently skip any attribute whose value is an encoded tensor/quantization encoding.

    **Connection**

    A Connection describes how an op or tensor is wired into the rest of the graph. The available connection fields depend on what the rule applies to:

    - When the rule applies to ops: connection fields are Inputs and Outputs. Selecting one or both filters ops by the names of the connected tensors. The regex is matched against each connected tensor name individually.
    - When the rule applies to tensors: connection fields are From and To. Selecting one or both filters tensors by the names of the connected ops. From matches the op that produces the tensor; To matches an op that consumes the tensor. The regex is matched against each connected op name individually.

    Fields:

    - Match against: multi-select. The available options switch between Inputs/Outputs and From/To depending on the rule’s Applies to value. If you change Applies to after configuring a connection condition, the Match against selection is reset.
    - Regex: JS RegExp. Case-insensitive.
    - Change Type (optional).

Note

Advanced filters compound independently with the toolbar’s Change Type and Category dropdowns, the search box, and the expand/collapse state. A row must satisfy the union of advanced rules *and* the toolbar column filters *and* the search to be visible.
5. Add additional conditions within a rule as needed. Conditions combine with AND logic.
6. Add additional filter rules as needed. Filter rules combine with OR logic.
7. Select ![duplicate-rule](data:image/png;base64,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) to duplicate the filter rule.
8. Select ![delete-rule](data:image/png;base64,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) to delete a filter rule.
9. Once defined, a filter rule can be toggled to enable or disable it.

![../../_images/advanced-filters.png](data:image/png;base64,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)

## Visualize op source mapping

Op source mapping allows you to open a converted DLC model side-by-side with an ONNX source model, compiled HTP model, or both to graphically visualize ops and tensors mapped between these models.

**Requirements**

- The source ONNX model must have been converted with `Enable Framework Trace`.
- [Qualcomm AI Engine Direct SDK](https://docs.qualcomm.com/bundle/publicresource/topics/80-63442-50/setup.html?product=1601111740009302). 2.39.0 or higher
- `qairt-visualizer` to be run in a Python 3.10 environment
- To enable HTP Op Mappings, the converted DLC model must be be run with the [Context Binary Generator Tool](https://docs.qualcomm.com/doc/80-63442-10/topic/general_tools.html#qnn-context-binary-generator), using [Qualcomm AI Engine Direct SDK](https://docs.qualcomm.com/bundle/publicresource/topics/80-63442-50/setup.html?product=1601111740009302) 2.43.0 or higher

**Limitations**

- This feature is not available for MacOS.
- This feature requires a Python 3.10 environment with `qairt-visualizer` and its dependencies properly installed. To ensure the correct environment is used and to avoid runtime errors, `qairt-visualizer` must currently be launched from its CLI. Running the application from a pinned taskbar icon is not yet fully supported, as it may default to an incompatible system Python environment and lead to runtime errors.

**Generate ONNX mapping data**

from qairt import convert
    from qairt_visualizer import view
    
    onnx_model_path = "<model_path>"
    
    converted_model = convert(onnx_model_path, enable_framework_trace=True)
    
    converted_model.save ("<saved_model_name>")
    
    view(converted_model)
    Copy to clipboard

**Generate HTP mapping data**

# pass the dlc generated from above step to have both onnx-to-dlc and dlc-to-htp mapping
    qnn-context-binary-generator --backend ${QAIRT_SDK_ROOT}/lib/x86_64-linux-clang/libQnnHtp.so --dlc_path <saved_model_name>.dlc --binary_file contextBinary --save_backend_op_mapping --output_dlc <output_dlc_name>.dlc --output_dir <output_dir>
    Copy to clipboard

**View generated data in QAIRT Visualizer**

1. In QAIRT Visualizer, load the generated DLC model.
2. Select the ![op-mapping](data:image/png;base64,UklGRmoBAABXRUJQVlA4TF4BAAAvJkAGAIUcAAAMOXIqO5m93ZnYTnepbJuVXdmp7KSybdvpjNK2jTdnn20QSNrM9+/8/k8A8u9I+TUAIYAwBkkICYDoEadXdYOlpg0gKDGmgEKDJAlSuh0a7ayKIM1GW8syAMLHICS5t+ziluYsphj7hZJCQrBTSAmddZZ9nPydZ6FMJ/HJowHQsi2bA914FuCl2badNmk2bwQIm7XN3OJF4hPiY21lyFZUD1cEBJu913IIAGQNeEkH28QQIAjBDQEVzaWXGBltPvZUfUXCyWDAR1K0WEp8Y2DKr7R3rbamIgBCaFioM0CQNEE+rjIgjCCAgA8Cwl1UnB053AJdFM89H66poWBDSNJq+lhRcrgW5rXzrrr+efWkkbBBorzcPZQEJT3NZME4A0EOCwVAuBCCqpa2mmilrZxxEyFA1UJ5aEBITOGVKcyUCARBINNkURAaCcL4CZCAfC2BgvxfAg==) icon in the top-right corner.

    A new window opens with the models side-by-side with the ONNX source model on the left, the DLC model in the middle, and the HTP model on the right. Selecting a node highlights it across all models.

![../../_images/op-mapping.png](data:image/png;base64,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)
3. Hover over a node and select ![op-mapping](data:image/png;base64,UklGRmoBAABXRUJQVlA4TF4BAAAvJkAGAIUcAAAMOXIqO5m93ZnYTnepbJuVXdmp7KSybdvpjNK2jTdnn20QSNrM9+/8/k8A8u9I+TUAIYAwBkkICYDoEadXdYOlpg0gKDGmgEKDJAlSuh0a7ayKIM1GW8syAMLHICS5t+ziluYsphj7hZJCQrBTSAmddZZ9nPydZ6FMJ/HJowHQsi2bA914FuCl2badNmk2bwQIm7XN3OJF4hPiY21lyFZUD1cEBJu913IIAGQNeEkH28QQIAjBDQEVzaWXGBltPvZUfUXCyWDAR1K0WEp8Y2DKr7R3rbamIgBCaFioM0CQNEE+rjIgjCCAgA8Cwl1UnB053AJdFM89H66poWBDSNJq+lhRcrgW5rXzrrr+efWkkbBBorzcPZQEJT3NZME4A0EOCwVAuBCCqpa2mmilrZxxEyFA1UJ5aEBITOGVKcyUCARBINNkURAaCcL4CZCAfC2BgvxfAg==) to highlight specific op mappings.

![../../_images/op-mapping-select.png](data:image/png;base64,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)

Note

Hovering over HTP tensors does not show a menu to show mappings, since HTP graphs do not have tensors.

## Use Graph Query

Graph Query allows users to define custom or preset rules to locate matching elements that meet specific conditions within the graph visualizer. Optional styling can then be applied to these matched elements to help visually distinguish them and make graphs easier to interpret and analyze.

Access the Graph Query using the right-hand pane, or by selecting the ![graph-query](data:image/png;base64,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) icon in the graph controls.

![../../_images/graph-query-rules.png](data:image/png;base64,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)

### Custom rules

Custom queries can be applied based on user-defined rules.

![../../_images/graph-query-custom.png](data:image/png;base64,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)

1. Select **Custom rules** &gt; **Add rule**.
2. Add a name for the rule to easily distinguish it in the Legend.

![../../_images/graph-query-legend.png](data:image/png;base64,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)
3. Select whether the rule applies to Ops, Tensors, or Static Tensors.
4. Define one or more conditions for the rule. All conditions must be satisfied for an element to qualify as a match.

    Matches appear in a dropdown menu, and selecting one navigates to the applicable match in the graph.

![../../_images/graph-query-condition-match.png](data:image/png;base64,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)
5. Select the style for the rule, including node coloring, border style, and edge styles as applicable. The styles available for configuration vary depending on what the rule applies to.
6. Select ![duplicate-rule](data:image/png;base64,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) to duplicate the rule.
7. Rules are applied in the order in which they appear. When multiple rules match the same element, later rules override earlier ones for any styling properties they both modify. Use the ![move-rule](data:image/png;base64,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) panel to drag and drop rules.
8. Select ![delete-rule](data:image/png;base64,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) to delete a rule.
9. Once defined, a rule can be toggled to enable or disable it.

### Preset rules

QAIRT Visualizer provides preset rules for common query use cases, such as Precision or EAIX rule sets.

![../../_images/graph-query-preset.png](data:image/png;base64,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)

The **Tensor precision rule set** provides rules for coloring edges based on the precision of the tensors they represent.

![../../_images/precision-rule-set-example.png](data:image/png;base64,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)

The **Static tensor precision rule set** provides rules for highlighting inline static tensor entries within node bodies based on their precision.

![../../_images/static-precision-rule-set-example.png](data:image/png;base64,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eeDP9XQtmly9BV4Ofn+mbEfdXngz/V0LZpcvQVeDn5/pmxH3V54M/1dC2aXL0FWxf3UMNqyqDHsLgCawSe0oCTX8H4QbzUGkhbj0TSI9XNMWKAlP7VlgAAAAAAEtMg8orZ4/it7CtQn7s6CSHq10SngWDNmrgA/qA6ebT/lc6BLmhB+ZZc/ljyGKemfdHbgZBx6Hge4le23C95Mrlu2QRoZYzijDpl042L1AY9RNjZSb4JWbiGvGomiPufcueQooFQL4IRotNOV5Stm5AdHmz/ukSvHDAwrHWbKMFk6yERKKi5moNbny87eMjNFmw5GaCTvW8wP5WHyN5gx3w4IdoNP7thAh/DuhVkqLuc4fz4gfBXcULlVqfuRnO6uyoJk8n7yYW/sKNwpywWixaSwnjFf/QTPxW5DoJaCgOgyzu8NWjslvbMpefcEhYhUkd7Boz1RA8o5C6TEuKYDoEn/Jopc/xfQS8lLkSOK65j7a2Qyhy5/TsYpYKaB8dV3s60LnSX61s2TwkN2UvC8n37zllnfvgeImxuoxXDrm6cKm2e39b73/MWzl13X8ygUtfDbzGhG1+NsYzyeHq/k7FJz/S+Mpk5I5sd7q51GwDs9JClPs53MkPstM68fzYDfDzqM06l+T0BlzxNadIEp0r5BosGgMmpxQ2rDpLtm1ROuo3hkyUCvJXrLD/0OkNbyDEtzgFGaFFiXltHxOK8YqLnkzRDB0JD9i9tVwQ4gwp5H37BrKRE3yiRDCKUjFnS87KKBPKcq7ECQOihGc2gBjkDjEPV6MN4tORd6aZpv1y0GEQ13sPM/9Wkns6MlawVqenXUZYYodDcfWqZJCRxgAot1gdAmH7O0Lggs4vMWp7LGfp11GdMyP/cWSUCT08zdpr2XxYfU1RD62Ka35qnMacybS2zx4dhN+wK/Jopc/xfQv/zD0377I2k8mHawyvvqP+iOezdZweq6UNLtnELZKMStB7A2Vys/1WrRKLozrPsf58O4jotYP+CAhzKB5vsPXoxMsqEk/2NzR94GnBxheG47dANRKLte0nHcM7/hworqUXZZJYMaBQPu3k59aZfaCCH6XBFcmYQWpMRKKLPJAOJHnw60q2RZMPHBU3s2ej2hcapSDMUACxDj7dTGX7qpMIStm9RYNLsqe4GYZBCy18LTLpDRzMLlHjJXrqzU18sJQiHGO9uBVK7teXGsG2DSsEUF8Iux0HoFNJXUcVYZPq7KkMYptgaVlb5+I55azYcyNckH7Mnnquk8Y3DgP7wkFga2b1QzJzNlJSQJTtkfkJ+1j2owkDWmNaWPzCiH7QzAlydcZcAvF8k9AMTtiPl5yDrKWCQV1nZf7odKd8pQwIJeslfpTkt2EZIR1ZVuuKrxY+fAL6xjS3ouvbVHEyAcf2VPCBp7MJ0FzkAAeKlh+I/B5yeQC14kyiH+GLxHE9ZyyILZoUHR/rjVMBbpoAuL21D3UiehXR+BKnzRmvCwXzvCLMnuIWS27ok4PGQy5/1CdGYRCtRzyxD2azMH9H8M+ToxOmoQw2sBER5Z1L2BBHZsGAAAAAAAYHVXCoGrIVySxsHq3gt7QYrWavX5QifPC28ptJmJwAAFQSa2D9mo07AAD2yAB52mQhF1k6Lh3981Hb1SnTPeDnH/k8xiBCluTTGLZB6XAxQdBKjkTS1wtJUDTZJ/AAAAAAAAxo0IV48pFV3KZTwP5iOUIgKtGVMSOBCd+v/eypgI1Zw6xsgLH69q7GyAsfoYYvo2KD4DN8CSfqIOGIlSNihGz4i+P80xgXCAv0d/BWwhsU6xT/beIvj/NMYFwgL2T3eulsBlaVsD4X6O/grYQ2KDq5X6aGV/2KJOe8z93rAAAAAAAPjYBQrUy17s8L07/A+Qz99UM5n9XziT0np+UlhihjfjPZnw+oiQm0cVcgZ009iSHlhYxYc35fFcIMGy7gzqsMPnumBc4eGLb/7BnUlhLA+Zt+mb8Ei59r2vrcbiXGgZC3LdHVpmuW+17zFVzJols0VSfCJRINGmnuJohzGDvzrE4AlifOp1cFjoOkbB2uT4H4ThzbdxpWb2kQLtUdKkMd8QKWRcKYT0LLrwyGygHcce8e2PNn/TFWlky3DWPWRDKskiOXs+mP6rcCaxXAbSWPVjSEz1OtSWiz+AkxQqhor2G4jWXKM0dino6YjO8HyfnzyN+XRgna9tgb+5HsjeA98RHLjVp4bjOI7QF8Es4DYfiNDSFS1G6iAnx6RIlunSDO+MpTYI+aj43dcpYR63Oof6BzQlnFaS39g+L+cKwxs6yC4LFDjXwOeCOwvMvmwbvqIsXTghmplDsh92i5QEyU1PUqVUhVJR0CHcbENIjkfGc8oEPZeH0meQjK+HnsLgYVwyLoQS8A38SA0EWG+QMrf5CAyrc1vt9o+mKnGvGzmDsroXCo99nSLCt/qC1UIkSS11tAs8je7JXQcSsWKip92gFFAAAAxi9CdI7/RS5/rJMHa+AMc7CJ6TvnSwjlj1wXSKhuFWxLomte7zN1yu6Gbh/xrcDvksoMAaSjgqKFkXWFVs5O+Hot4pn6Ngi6F/B0Axc4Lzb5PDXYM2AegvGM+nJiNfEF2YJKF12eL0miEipzKKxILYhuMIiVhkp2mCzFZbfvrwfw+z8z4+aO6N4F7CNllRLCHnRsHh2uF/xGeAht54rF7t7bPdIMu2PzQpTwHOwQpjPUbwx4XjHRrML9k59junPvNzUHMuTAAAB7nX342g8lowcy9hmAqwHNBIc5Y/GJNFXmn4F/ZOZLAiE3kjyHAJnhPadPYaN1ok6due3pGKhis6zhZLFub9UEy44SOY7haQbhq9gvAfCNVifRs1wHitdSLAPfPooM8g1VwSEpskECEjFCG2s2vl5TAX0GgQhpJ+ts/L/Z9ZUrGymJ7hrbWdkf5r0455UaYxmusldb5JAD4AELFRgLbDXTng5AJPZDuNcZXgBOFhYK723Wr32WmV98lsLg3PAQzpqK9u33jfsj+hfyAAAAAFz7syL2B3GtnBmkooNWjVXht590MDVDRZ7Uv907PM7ii850C8LCn0BCVSkBhFhWxnPGTitwCDkS/8PqRJcZEyb1QyY1/j93RTMSySePIZHil1LSalb9s5KXiZXJddZGszmfdAZvhU7zAMrsVrSlppz3WkDSFBVhhNb1f/+F0fHZtPEG64wBXMVOk1HO4lnH/kO1RSTDOLCf5kftgPRL5L/GAACTINNcXWKazmSH7aDBK4FSAOM9SknL9iwecd4zhBMG/u7xnB5fVQKza07zztWkAcZ4wAAAHAtR+9lxlPzwN3C8l7fyhBJAAAzDqysuP/8oKLIpnCg53GYVI+cFiz5ad9c32Hul1hlKWSVfpmuXAtc7b/R3rK6MKC41PnjUeKmXM3EjcJPxZ+8xtUwmG/cHNRyb9Phmg5gIOC70GDXSTgfIAPENlMGr5JpMY/yrPl8YINgWaiiV3wL6Twk5o0zeqPgi1vV+3CLfba1IQgISJIgtZ8h7dfohaxT37W+yHT5aTCrx2dVJdYs+WN1QYRLPthgT6Qv2sRVoN6qfgmv/gGu04seEAgVALG29c5ZMLsxiQJY59PIdCT2ZAGzoPPGJrJ3uswp8aCgWPH8JVSpbembFHU1SSi+DtWyP+knhU0ErPFCewd2DXpY6hMmtQjjA1UJEjJdRJo+XL8zb5aS2rjmIJAKFZX8DbxZdv+2YV0QCAAAAAbCVpUM4RphKXoZuE88CnVBndhjSR6bJW6kZaXLr4qtphga6bndjx7iwjTxM0pre8D2gH027IpmnY+UXSyU2DZpPcSKoteNVWz5dS4AaIJ2B3IiMw0ME0lkWhuWgtXBnBxdoEYFIScAJQNUY6uKi4eBaNbA0jQW6iwcq07tTQStTeF+2glRg4vpcCO+qu+Pnc7Y2gQU7OM6cX5tUNA0SRuQAACxROijSzRhEyHcJlhOG6wK5BblZAd9IFRs/CGHNl9yumgSB61mtPm8xBhbmDHkUkaMv36RKFKm2VRJsaGx91xlZUos7l2WmaLOj2Q7ExNsi2qHEsR3m+lzkw9ZBHTjiI+Esw6HT3H2SQ1LDUUpgZhWvuUcpKgDutws1prZtfzX+Hsgmom7FGA1ZPHJrFgDj+9pQzUH7h5Rh7T8aSY9+nRGq2TmKCy0k2uF5gyPm7koqzRH8VpaD/4t2bS5q623OKN26gFZy5T+Raqj2l0faDkiJCGOL7GOAejsRHUrNU6z6Hb+orPDI76FFotTqJene4d73QSP4PR3LBXfg8DdmypGD89LjqI0OIOXh2mkN9KQN2amafOAkldcxvfotTOj7ctGgA2AuJku018jgWlXPioJaj4mBBDpEQjDUBuPRZ1vkQp5/aCdB2ETfg3hbw/mt2blhrAxiSaRl+gmMYlbh2CwY5jaY1QMBXARt9TBNZYGyiJUP6XgUnaP+6xEdEyarAapQtZcQQ5x6J6CvCTupSFz2rnHyEHLN/e5BWqKT3eQS2JdnzTT3ufzbRb9fIi4+aEKaCKTIOOO/ZfFt6dF7nyat+9LQ4BNBg01Ma8Ac0KFE8ZfaerO2FpQSMOp6ZH8qdbTfXKouVJN05D/lZWMp0ZRicU4Y7UNLA2bbDO24AAAABA6TMomhZGn4STKz9w5nJH2W2WraWtGhhfCM3/Iy3CRSiaXPzC+RTWNFnO3yJRG8pR8JXPsRT3bF1szxkeamLRUgfsf9gki8k3CqYFy65Sa7F8tYxOtb4F8XAZfoS9n0aX3u21WaKdUwcCH2v3tmdlE6fYACF0qX3MSbUXXvJMdfGkEwMb+lnqPHNtUwKTuyxkK6aLBBMyEbu39jbGN8qEcNlMCAwwdrgn/HoglwcPWXNu1luu8khxHXZ+pttdsZnAsL4DhCOjkKfqwfNrkF1BZKbdkjWnwK5xywe8sWNVNRrPgu0/x56/3MwJ/qAPCaZhEu15R9I3l9t+KRHmseIQncSSc3lXZShxsCjU0ZC2V4//P7gWF+Png6Y3ZO9MasqZmg55O+Y1WIHBupHrrUVW+9yL29bbcJaBe2XD+yNso30snifATxvEwzRKZmOvbdVNYkwYJ2+Oi1m/DPxUZQRSQX3mFY2vgC8qAoIGwqQqM6SJ8OHlKCXqtD6GfCv5vRMKa03Onq3vN+sdZzpQP4V4V7+S8XfljzjI1vXMDlOAAARWnQ6qahrkb4VHCWoDZrn6mbgK6iW6BrJ1NRsf8jMJ5Jy5jPRWfRIoqPsh3HTJYyLgmc5c9m/ZRWmRZrdBjDeRSgLRGBIo97Qg8R0CjiLFV4DyveCOAZ4LVf6RTnQbALhybtALrOFpNtGQMBm3QXieqODQfnjWPlYz7B6IFRBgWHRYJPr8wBMZ6FRqHCHPPhvReV+1zjU9K6I0bpeX7QN9OFQUNbk7i1zqUvqRh2eJLy9jBwrxUotMiMCxrrqHiMbaJhZFv22aADpM6Og3eHNEV9v1THZvEkCIXvFMt637IPdmcTSLq5mMZGD6IMxDxJEtJFTThrKAXYFOWOO4Z0aFVbWzYNmDsOhr4zjNghL77T752YEzEoJuuglcRCwwAU/O/AGaPfBIODtQGjurd+7NCs99bc5yxu3XJcxSPNm+pYqzdeEZD+c7M5AoOlB95+FLWCUD6tLGjhElbpIBQaZSgfVQQRY2f1sh3eaT4D1WgVc3qLFyhA/bEzL7a+ykGOGbW2qhaumqOnkapcksuyfY5VrWdx2dho43szZgUAiqlh1+gz7QcJ60+TNlD9L+mr92jVQHlgC3lt5Am2Jpm/kTqTNY6YkB8QHl+nGsJfqg//frJxdBRgo5ILVems27DxXVFMjX00nu5pKpZHurujIT6l3iE7jR7wshdHpzZIBn8fpwkMrBdVPUh+Lxue2+yHtArO7URLABSoXESYDv6OMNsPKsCrzN3ChUzIe3hkEvjYKFklEZtR4ybcCm6YFowX0CoY3qm8yft36gAAHLpdvFjYzMufk83uHg9EppVqa1lQczs187RNf/fBTEFPHZ6GzPeMGpXPFEwOJafNkh+R19bCEzmQKV1mM8ReOhJQnuteB0V5Sj5elyB7NDik4mafY6nkdhUzhPZhJvzUdgMNNRoJG7CF4KubY8RKgc1GBTJKUMsZ52vwnFJzt1zmcv5BNiCpLM6qsa5Qk/3RXhKwPfvF8aa42TWY0Jxou9tZzoJOrJ2+IldRclsJEaTrsOKYib5EDJLEtVcARhrKncQ6NDyMzio86Cbc/zzDSLJ4Ha1d+HheZzDx+C2fR9cilSzp/OWtVrMZTY6/JyzDPPALcPAnU8jmfL6m0VvvohUI1niCNwTu2jHF1QiKCOJ4iDhmcvwnxYJqQMZ4cNbtNPe+TI/ldPAniruKb/Jez/ME/6rndbAV1MtoszZ4sr+Vv9Gfh2YKEfhzbQrtjUuhRewbEXTj7WE6f+WKSIV2EVO8BJsdoDJoEJ2E70NoVRGq5ruRoX4qwPpKDGc5rgR8EEzHelPx4tQunSOuOhh663q1f50BxP+lSkiQkSpDlbuTWdzPkZDGbV30tV30MCAfulRmrRmIIreWJMEX6im355x3XK2ltfmsQc/+eWQ1vaa///4HqyuxMxriCKlA9Waf1sDoEE2d23cfudbjkQDxpluVkM6U8BEihbx8Y0LIWInG0XSMfuAT0zJ922C77NltmtH0J/ehr1jZSHTHxHSscDIUd5sFsQIgQrV7uDBiyK4vuNS5NAN/ZhX91bLW5F9lwsFsON/UI27b/KtjUJX+0MBldTneYkMitUJ1xtyfwgn5hEq6Q3Cw/GQC7VkMcRC9U8pR6XIgenLUmEjzcvwsJRoZ3OcSk+QSYMURPF8AAVJo2X8zcwIpLWaoYB/EDTUOs52/ab9Mm3uF+73lmM9g6ZEh9j18Irm/64h+imA+GQGDvdGeTY6ZNvcRFXYhhRQG61E7H5OuMokFyE3ZvVGIBnJbJh/WLe6DDjsguPOb2ecgeALdYdB+kkbCMa1wG934/AAAAEmZNDtElvKxWZDYj5l92xSQdDJ+EhIDt88pfwjN3pAUVqDreifXC7uFsrKD3GZmhP7WE6xKo6TCS/sN/K+0HAg9Vb8gABogXAATLlHqdHwCt6lcVBQN5TOZ8bW1sIo2eNi9e7UBlZ7Bk+fB7xvJYA1bY1X3DIGZnWqPGqAABtZ8JpB8SGML2Ck6lco1opTMQozZy+0iW9Zid/X+dzTIqAAACWymmA8lQVkTwVJ4Ifdwy1fs+ZKC+aSLuEWfg2ok/zmS9ZhAX/ELnvPQa9aJBIFWmeSg7/GeyMBsvgB+igSaqdyBuZx8GKqz+EqcD5196qCfr0SYfhoxSKzseC0Ofa44i1wv3kGUltFWADsmgNnE0ksh1QQFXr+N+hK3iOgjMqT0w87ogALVRnrNbgJpCTWctrMH1E2tQhCGbJXYJA1MwRX0vS0zo/xBqLur0AoaJD8rnfufC9eQV5MTQLLrX/qz4XJqtxlxa/6W671WhTqyYDQqZuNjzj95/2KLr+eemDo2i77+WFBfYEYlFJIlWz+VU7XxZr0ghH5KY9md/25xKh/Q0t8SWYsuKgp5d1MXfjvVQkMY5DP++9zHG7mxPYzuHo5mtJ2K27lP4221QELwGqfJeiCEuaHjoB+402KtFNqncvi+Pp5xvHQWG2Ie/uXnYeLw+uSkj+2AdpJa//bjjKOs0sva5qmPF8v7YmDxAKxaHjvtgPtfe113YSBHrJ/0RZexATmjDA1h//71NmK1TfSjQkQhSZrgK8TPOe/gbqyiiw4BVv7j4FUwmtY+y9jaUnGkmuxc+mHU7wKG4kjmI5/SUGrJPdfcwh5ADpueWT3xQiLWCrOMjW9cwOU4ABj8WkYAAVZA+NWMHqf3S5PyPTgy0E8Z1NeH/JwBRKbBZWfxdBwwrH6tYxg/CTPr5ac3MFe9kySYwuj71zDtlT+gucpQcaL5t02Ci6+LlPOUOn6PF8034fA64JmGW3XzdRzGsksHQ5h47/uStKA6iomWi/TvS889mp5cc+vlp/HLRaWYWaKR6KbqJ8n6GWCbBluF0vkNEqWZbQtXar7Vryb5O7TtkB0O85en2gFIOiQe1EK68FWOYLg1/deI4cD+NgDmb/eWqHZ1DWkqMV97W2Qo7Fa9p3nAn5tKmAA8ppzqPCGpFe2cPER6H9Fr5sulgp0kMlvSAq3JVPbq/VrX2Hi5qgGrmAvhABdaXcd2EgNLOpwepPvTQW2tVbjUMxH9BA5aBCOU8lkQp1rnK1WhoDXFmpZvMoQF/0GbU3+6/lyiv2QfpJZ1shF3+JwWFZX8v3npE3OXulHiJOQQ+F1AO9Hpk0gBHLnkTXxaBM5HyMmeVwnx1xwakHMhpjsgpb/mz4yivHIsUdFTaB14AA0oXiPZq5z1kqF5LMSGP7c78r/uQPd73XCWFNEHa4xR2hsLUtt8GCECwYXV/6mbVt15JDXJyFhPWkxFVTp8u28Fk+4RPQ+xRH+RviURneb2SeWgSBgjt8qI6QbTwY9BDqADrMRmfKCSZv4NGiGmD8Q46XCd3T98drw3IfbhvWsX7nmmzCWqgYwaLjEUHNcXJjHDFDMddvf1+I9lwXkhiHBDzxN/X3Cl0cF2co1BlYXcEs2IH/vaYuK48/138mi9gN64FSw5NTR/IiNEevVkLB3rsBESfLeVKiooFr31JzIpAu//KxNA9kkyCmpWUfjd6/CTgSZOsr7/ElfqrS2cr6aq5oZTq3/X70X8DiEUexE/JvdSqt4euFrE2nS909/nIElDdgilyJdtop0jv10/cotq7UZyW1ivkZt/3ULVQAAAAAD049HCvICR9bV8NnwAJRBu2tcfhpMkarJS9HZAYjnj0zYAjWA8dzOD/Xe05tAjvuzTvpEobYagLZanbuRT+XccfSodFhgTu9louhGQ7II2zPOEJYNGP5QOg9mYXHkPgPraoecyJcBOLSG6iSwhwQ63IXz/Z1hKZeXT/cpklbk+zqYjwjo+2Z+nCPvG6rjXmuqm7Wkk1C7c7ygBIN8HbUWzFFpOa8RIsNCrC9WZK74Z9FhCG4WcDtDiAARKX9CpZwHaK3auuh2kb+bi2ai9BsO7Qlw3K0/J22dV7RZ8Wlm9o1Tb+k79z5Sj/995reDbyCyyQ/1GQbG5h9l6ocp8k1fjlkvzh7hbtq2/BUEjF5tRVOrLPAE+PD2vbRjdqo71vMFr4oqqHR6Pl+0gZtroMYmVnsGT58HvG8lgDVtjVfbwGOlrabKxrQSqCAAAACBtYXba7eXeQtdxKlI/RsJJoQj1uP2pQE49C0X88JdGA3Wes6iKx1kQZi2klYC62MtwrUz9WpBfioz6pcn0EKsUEfJYfdcvghP/0uKJVy3Pb0Yx4iQ9ehNg85YnIYOQ9tiskEC3e5pJW+AMHnamOBWcd+9sg2JgBrK4HqFY/20qTE+PbXYu/LLIxgF/ABC8lP/aX8rA2PRIEcAAAAALad+K2yffhgmYdNZalMVGhV+wddx3+ui4gkETK+Igo3kbztgkhD/rEC2PXeuHZ5D3dcgu8xLFwRjlA2xq1oFQGXNl9GD8DdSi74oHP2oAIzaxeAM2p974CAPxyw5ofe2CnuPt3aWX9U1kxpYLDaAfGN0bQCeOJCOK7yYXLg5GlAAMzOsGG3kw2GWt9ut4MiUpTRgUVjnyA4nXuxFPqj+6qln+6rE1/m6CHd1fwcTBcWFpZVI0V5ngRed5l9eM9fOi6/TRvWIEPFzkROr98kdks4HehQb9VEbhUKur8UnTcg+ZHtAMGixGLaHKJejmK+4O4lUbZD9g0msqRmNbCYRDBAbBmPVz5gFH2pllAm+IHvOfnA1N4JOr0foAsbAAAAAEOSYYWxcrvceIE4FMaR2PaoyZSN/mH2jF2g0Z7fBaw8XbSYGecgsnosgd/arVGPnj/UxmGdS0MlXTiaoHMUS4h2EI0lihz5bYDZPm219HpOsssG9FAA+0tFYpHl5PMtHHj15w7FoWp4W2hzT6w3ZLMYVpvGNLpTaHK17lOXflgSHHnqi+lsUf5eIZcDyHABySUcEELEhYA0wegfoQkuREJ95sTJ6I0JajKnF0M/RdCMHNw4xV6WbEFeP5mJ1yj10rGE8E8L/lLawDN3uzG+jvVyHAZgqiGUuMFCp7BafXZizUVllfbVDZKcPAbTUZO5gFv7cFHR2Cub60hT0lA98ACP3+UPJjX0BmrTf/yrLCwU2v17SjByfiMFFSTY4IQAt4L4D5iGmmOKx6x/lrmJYHnG0SHi8EiN2XIyIBa8ZHPYdEzAEJNcaxjlcMC8Zc63uhb9SpAsV2zydeRw1vMfoChVBji49E8OfCsWpDRwAxzgAAAAAgvJyhe/ddjHYEhMe7UpU1chs13Yz4HzBAfYvf8a/25b/92ONp5hIGr8S1Koo4ADAiH8AiX71w9tyWG+5BQpiTudohmGICnRP3n6vWk62w3LRj5v/K9JlEaO0wG/YRr4lKxU6SxXE6dPJdoRzfEezVznqAAAAAAAS95uelaGqFyZQ/r9AK0DL2Azb2jNkaut471spKoVr8ErUlyilI71QmVdH6whuBuH6crL62fCn+bAAHUn8H/xK2+Sr5NaW0PK+s4EzEazY+QvD0IuzKpQR9Krljh+/IdDm3YQdyoDgqeW8/CQhgO9E5J1U1T+VnFf7MklqMPCgM1vvqPtUuXSTMQsAAVR3QCqmB0MAAAAYUawIN7s7CvGLbnoj9Qht2nqp6AU1Fw8BUKM8COI/Ig4daIYd10iTc115dTA87C0tQOmBSWmTDoKtgerWyk+vVyMFDdluAAkno1g2R/AO4Pv90KaRrcz0DXZdTA86+Uopzr2cLcSDPkk3St9L59A5niq3dGQCczDoe1Tjk81Ngc5WLAmS/t2WsRHN5T3Oh0PQWQm0vwjdh0Xhd1br41vOWsmH1UzgWPiRNVVq4mZE7qveI1hr8jOfH/xCxMIbLErlqd10p8jsZky9LqP6JGDA93+mkZyaKKYz6RfkCfv9JhMCMEBEf7gWkSklX6c0Hy12r3Z1yxwdZrmQoseVvrKkwNNBhj3ZRvIY0hAvEHZ8WrBpSrvMVveMUfnLSuoUhC9Sk1AaKS+++uf058Mt2BMUVYmiOqTVYPpa9r/gKLaug7mIObkyPct/vPXrEafoit00W1cU5u+aeTFPesSvHdrA+/ROiN7Umeec+AAAAAEJRclfhXZ1nTDgvZWe3VmKIQC6leXvED2hTNjjpiYdA+CqRceksyGRaxcMl4aDrhEQfzQSvHDUHn637iLyxkze1fGDAb3HciZaKXUbySDZm9So/yGSUxwpZ84sAVHTM8AAAIfUFy3Af/LbiTamBx/V/fis/A00NkeYNegCZqcPEIxRktSaSBWfXjrXYpyVBCJRLtOesbwv6nMHez/l7XvTIaZpGOhhRUfXVWqKhNpAY+kV8ZbL9UKNeVompv36TB/HbSv6gW83StRNuyWObBPtVGq9BCLTNCLxGhdQhX3si3yEgcP1voAQVU08wggxl97JD1pxfVKqN2eM2dMN0VX5JhLm5ABLWsUqMMK7hUqo27y63oQKQHlzhJxGEV9VkqByQx2tt8+LeNbDPkyQVtkI3/LtJuMcI0JxE0LzVOtJcyBSOtprSPCOB9QqlWi+Vz3PVQs5Ji+LZuv8JiGQA/EI02DTuWk+4e85yiTsuD8jAIOpFGOJkBNSfCgDv6wukT6DcKfYmSEOXy/VSsXNVPPDL+4WtA3SuR7eODLqDZuerOhy27l23xQAZP64X+5i4kfjcST3Lpouzf2hIuHJ2F+6iBHfpcVjgff0whqJdMe5n5jvGqggPNJe1BiqkY7lsHtCEKdBNBqxPnUDUlWq3ev0SDPCZAKbw997ieZKgSnIhxlmWfwLCZvz7W5/JYfOGD9JJFDV834SL8audRqGwAnsB9qjliXrQLJmE+TQtFggA1bX/GYnTKZDYCe9BlHdyskqXSGoRsB8TRFyu+j5lu3JGbPlodwAAAoFrPgmdAAFEnTmbYSFqdQs2QrvrX8aPz72VTzQGkB/6Cno03uRtGl5Tx98fhfIyJIXPHIDMw38jNKO7L3eAAnJ6aNkY2vdv+2y5TLK0ddDqNoBl1Fm7JOQIHu6aonhQzi0fcdqCJZClgD6yepjvGqZ7MX8m7U4F8vcdVftjcC6BUwKGC5CKaWVkLDkCg8GDaGp/jgFMPS08hDexKTNlmeFLoFAAOlBVzgOTZAc7XIbttWpVY8axl0u4KiZtzy/UXxkldOHn65NVaY4O7edRncgTjbkqR8imXEWosYRJKHYsgzwC+nD9OH6cK63SrLwI3chJkyGf6RcCY5sYWLUZS6EUnqjEy84ht5nXO34I+unQL0ohz5jWomTvcRM4sLeDb0H2AwqH+2vagM9igcqp0/1hzEUi7b9sweCrjn4lmc/4McUHQAAAAAKRUAmxjIUL+S8o+QyNf7LY1B04B4qSHG/z+clzHW+z4tglRfI9ioAIvmNLV+cZmM6JvGFWGjaKD3zrGRSk499kzbnZct9wsL4IcxDRa1qMQnzygeCnrs+ZVwu88JO76y4NZ08FJwslrMMyKT3yvGIziYjkH9JdR+z4K8mqFe2zH6h6XjSCg2fWiJhdocmirfJeA9wElhluqikLlv6Vtzc1C88qZF8DLFkY5HEUrN8GDdefgyh48bIgFlDN5zWHXF6SckOy5E81vBWUYg6/c3uwiiwKlJmxwnyLVJnqVKgZtrHMdnfUibEwmSSiaHLVlfqKICTLdon9SpsCIAkkH0OvNqT6bossE7G7oY7cNIKBscloj8bUgyFwoq4MIgqcHuPop78tOJeGDkGV5lDylZxqTzOfiXHM68CJ0fqVORvy4jOaQWLfiYL7aibALpDtfsOgkmsAAAAAAAhu62uewNWgL0a9Ck5TxBPV447RinR49rC4p4g/p2m+l+e0AY+C054emnIT+hH5mzvXTDBLUhg3l33r88beYp9i1kGVao40M2mdc6xzNW7ILLKHvqomRznBS55aMwSxuuGRA/C+JGFNUa8k21/wI6SIRfB2DkSx7yu3hXO1m4qpZ2OSLzlNH3ybx8qQrUObir6/3qG6QJexBzgBoZzi9SbX/A3gvlaoTeP9aP5I2xg3WvgmnoEEWubythkw4D1Tvdr/STHtKERX6CoEi59F5udMyrGPfxhDNACB+g4LB329Wsc+SqIzvUPwebvU9o/Gaa+IDGmydYTlcvw98jvHOY7pk5D1QUwvgG90BzMjcn2IOo0yVJeGHutbLl0eIWA3TCgwgeL8+9TX5aRPJa+EmQIwzdb30K1O6Iy8QuHUKBOGPWb6VnaXB61uWrIyyTtiPfxLqM+3GElUidcE7RrWDNMkuqcV8DYeCBRfdzPiGTzDUn9bUO2ckD9thw0g01GiDH8qh/6WJeaWGC+QM2oDGzW5K9L7eKbdFXI+wRxY4c6USFMXe2S3WMxWwAtUx1Xw9zTXXTk70lXUTpNE7JOfTHTtF6mfereXUVVS7oJQ71E/vixRaRpTYCFOJs4qpBLP+pipF2D/uhtEusEVboO6U+y4hyIFVKyroo6b6q18W4SZG8e/gt+HZYJqbPEMt5oKGy9uxW8AYEILJbxLnZR4oq117OUD+N0YJcXWKSD+z6jIXchNv7duWE9C44+a59hrN5x3HB5NR4K6zj39qjWwBy6VW/Yxe6Ios9f0Z+jfMhnXg4WS3Aw3MjPynl874RWCrUZwGAnOVCwCe9zY1eCNWOmpkxgcbOFvKdL8e2o3ljLbGXidA+lSx424UTkERMUiwBNWX8B6+yf/8IbaImAPnKIDkugtgSdKC67div0/TH3ta2+VEgvg66ZMWk8w4qbMR/pMPUQ/QCFAOV4bnB6+0sDC4ln+zHNXUmjjlk3Xf9n5s9GoQ3VQ2zGcK0D2VgIqAgqEFWfZtHPvIw2lc54wRcXaFVcWVPwnk4mveSHWgd0QJM/eOKpgtZL2zFkU7Wenw+VAj9YVsn6Zk60+52vusBvWB4gKZ3sovnAoxtQEQ4yjjGFY1wFkxI62Ggp/30AnUPAvc0y6ajI3RuzAUFCLYSCzlnOuVSE6LPcpg1B5MHxVEJ7ggyZrOUCgxqBBIPcyl2ZG/uYqfh71FhtiWAAAAAAAADK5OTd2ONLl483pHHANePwzL8GnvX+lRZxYE/Fbdevjdtxr3bcKTd7DKAQTKZknNABt714mJbhETgWAR9lB5R++z/nHQLdZgP4GO86SmJ3yRXHMZsCX9AeGoqcr1TgAKUlr+qqZkqDxyAAAAAAAAAAjciCX6ooTyOKOgpFfhrstvgTbu2JXlAZpsKxGkTG8GBjL4PGow+ang73dfNe/l7ysaFfzBRb6xgx79R7qXOv/FCwbfUnR5LkQvf19FfO/kOg4kTZKzYyXiX0XCupTHKkoI7tk/ElNz3IJdjhgUH67YWc0JDLDvmyyB/xyD9GXzNVQv30jwhrEcbAyN76Ayyekw4Z4lFF6qjzNdxL7LZ049/9gdaDtnLe0oUQ/0ch/qahZezOu2xX6f7ATrqjX2/Kzmqh5HdWLO2XsRTffsBmxezR5g/u/5zBAArTgAAAAAHPx7r2C7ivfR4TMXi1qFCs4jp4TJUsjbcrd9AaMrk5byPVVLdAcBoF+nUT1uoR9Qpc8Joegeuy0MfdJWC34xmMGn5Wbrn8JdmZg9e8RIbOFW+9Djt0uho52qLG5ynnygunYf4aVR4bEDTWtb4QNeg06kl59BueMAa49U+ZtX0/G5EJVI2VOr8ULEBtTT6EMGTNYfCckNGirmdmgSuaZVaHEi+/ewgkx8P1XShRppqt+heZgdNGTKzN/qVqGbNDdhI9XsfQCwH2s4TymaA2lUl/2H25lpalerPKV0FG1Rb1NrD1a8qDvQtUvXg8lfepZlchjXqee4ABhSdq+Aa8Ig2PBs5T2HU67qWOtj2aoy3QuM99vA3n6P0pZJsMr+VRcWtM3lSSJ94oP3aRpwRSZYj6DijVHFF2k99fNSSmlkLSmyUMpN7Lywxexbv+ekaNyFpRL52BhitHAC784ggbYbY4jUlPcFrgoquDFiCFvsokOX9aLc07aqAngKJB/2GzxyVWLiVM3ZTBgS87MBs964mvYfzzh8JHVXZ5gbVN40hoOYAU7ih2VgUrynGquWUtp0MAAAAAAAAGAf1cog9cYffYY75oy6vAIgVG1BzdkqGkoJ9CczytbJzLF8ZY1BJdZ0FDSqFONY6sIysMC4Vm1OPPJOEqgpWB6vfuHZUfOV+Zs0RkHFs6llTigcv15gtROXR4qQlhOGWkm1pNPGgyd6yLKss/FA5DByYmIYpOaU+/cPjlcpz2/XEus6/m7sfsBwoZgs1bL0M1+AAAAAe53v9NuTMZKVMHthxsEw+67mXxSQQ8pP5sCA71iq2szdQEl7h3iu1/JBja9kUBiIi5qLM5wJmL+bZuDuvp2R+XnhCLORdoEE+TL/VfqddnZxy3bOmBdUcdQU3H9jYfvCJ5EyF1DrL/AZxGP3ZMM9ZOWQTgvStx5eDiMigGgFVzcMh5GLSwzOzU9fU+ZOVht8/COtoENz1tRKfxb7WW8ADCjFrgv8wGrigQnN+MlOsouCDmAAAAAACdFtYrrI7rgG2nUnSU2WvPR5c3V0harP/mGy1lIU+gUOYQK8m3vkzyfWGb2Ev/4R8nS5+OMDWUaB31LNM6aRRxeHr/YshxkQxJvWmWt4njU+2MkQ5v1bU2NhO0ZibTrEsDKXeByjDmIiLlnsPXAjNBJzbkS8Iv8ilTxtYbLix60RdtGFi7S1BrXSVWGjxzdOgoMBAWjUoD+p7nxLUq4Lb3UUZddjNlifG0tQoCyV9RKLa5lghyxJ+AkqrW7EVnCjKjszXtKUnwwdHahmutqbIxk3bM3rbTDVOgV83/FBpTHdfQcn2vvXjhpQklEVwhpziiL1uoIiIGRMZdaYEXExoNV2pIwI7tZClP37ti2teBoKIxQAdBaSk1+EcTitrOZY7u2DUR+bQbf8KK6X/iaSv8KNyrTG4iwpVf2a5pkJ6nLUELjCDbvLPXB2rRC4cQd7ZJcHg21GVabKyq07OtYHeyBIBat+g/Y12NQxZHU49pYJevEXqMY6RXbi8nKPXRDxiRLXbdoV6rK3/0uQWHjxgzpX9KUD2vkCG1BDJ6yaMUAizTFTspoZiRrIYOlHZQnRgnX/6WBXzk5AFqylem8jRMIghLLON3OXddVsPP4BQZBTa9f0b6Q/tZE+pHA/0pWxpICq2lTWLHLNqK5nZESAWLtlQOve7wxtEUKL7nRI7sHl4R8IWQtH1wwyhI3L4p0fK8Fro4HH5HfG/8BpFFfAi9wW5Aje3545io67aV4AaXwLoxAUDZAA1MgMx3poJV8dXHvANhFSpKQPAGb+ObY25bLJgiJsKeVNGdx+eNiyHPahjQKF0ad9loIz3Td65cmUPkrr61SmD02X46vhmlk+/IMMmPLqMZrtzxaEskEkH+zmydnQOUQSRlELBt7/tJ6fjdy62e9OJzjBY3MS42l3VQG8DmepJwyCODZ59cWaD7VQt+S7NkHJR69nX/9tD+DDMYFxR1Y2u9nu/dbiwb3naL1MDZIj7id2U6u0hjl7xAF7wqMbtQ6lDvZmO154gr5b3YNFocR7NY+7708swntyH1OopNLtLS6OD8Q+QvsZA7+2Yv4cA6X5PkOwLkcE7mlyB5I2sAxVJO0IfdRG3YWxoECg0W1F1QA8z20lYy5WlvdBy9do1POrbL3fepw0sZQ0Kvsla/9QJhBVZ7lWErH0ThRh9KZFfIKHLayzu2TXIwlk2MTA8F63Ae9O9y5dJEKNUEWcrBXd2zSbnWnZ+owW2WEq4mFcyoFnAYewwzBZfHOawmcdHrN4WrqbmhIAqplyokbpcVPXai/GaUcLV6ts5B+eS/crtV/A2iReKylV4Rb4pzVSr2is387kFpdCwfmB/QzPY0MMtvzCNrE60TSwSEoLJ4MDYUgz76WXaCuyW8zVue1/YA3g5Luguz2VbjRl22FjALBFJwosdfluECj0XsXkCB+blvZpfbdEe9kUgAwtFL1aitdoxZm62H1PMvBwONUZxelIWl1T4uQZqUsCIybVbPURqWi4yrCzVNy13iGOgdgr+o4ireyE1PjCbSXNa1oUWXqK87cBFh5f5NT18fChbTl4jb7zYGMtcBUq1hdh9ZezCGZ9VZbDUTLVaFq4GUynueqG2wYXqPp9gob8d1YekwN9FyDtYujqJDQXTYjKFdXMDUnkyLEJzhWvzpnAh3xyjQS4rDwLfuNH1M4yMIAZGglOCqO/g/AT7QCyxYExQwMQlq0L5sl7xRTE5heEZPhLRf3k4rg4FPCS0P90UfcbGZmWg7JxyXORBgk4KTgmZsuRfWDDQYB0PUucgQpkw0lmqx5eULd7haUXS4OGGv22r6lI/OtCkxLPPL08YmY35hgdLRnBLL4uguoAHunaAHQS4ReBcE6XAKrofJeoyrbUpS3+04IgsL1zZkJJx6maougYdsRXbPflMnMUv8X8tQpzqSHjfCENH/5QOrpgyoBDIf/z37//B2mub+gLsmh02OxmvJ1mDE6fq2n8y/ZzrV8nzyL21x1+RND5UmOLBbL/lTJwUZCuer7c/Tl5EHDp0VV65VfMFZlg9VPWvRc07e9DbKo/B57kY1VxLoIpZzVBn0AP6KNbRLuXZ68XAaoLkgnpyJ+5Ln/wJ713iScaCUead3qrv/pw1CkBzoY/fRrx0IstQYrV3y6kEjQecb90eKUMt/YA2tF4R7NXOfTTJzz/o6SJXsJN6JwKvykIZZv7csgKir7pcUgxbpTZJVg/UWU84RumVzEhWOApneEV+UIwTmcYxz8r9vPhMtlJUOgeQRyDo6FIKZKrK2UfUIboZ+IU4cUASHZ8EQbwG0rTsKKilcMlwW2goAc5cIzfvY/NgKhyOpLqPlvfWVNZF7ZRMRPZAoNry/6JW/cEIaTptOyXXwnAmc24XIe/YLmLLcyhxtQhtR8habywWJHvHGrbefwqMyD8qzzlrchKoIhaaa8AeYs+TdCEQse1Y9FlQpwu/GUpvh8tawDOm5OlqsM0IILJZ50pRNgNEB9XFKnwBz/ghk7Di5o9mBLZYNsGONDL0GXaKqpkc4+3rPyZY+0XVUwztQuuSg+anF80rMFB5WO/5agkWBgiHPIghPq0Du6e8zYGCQeR10BM8qlQp2xNjqbw5QTQ7cpPGtJpIV4hxGpeZrThM0BaKFtHb5TSHG+jJa9+rlaRJMgPxRo4crCBmP3GbDPCLRVDpPSCrxF8QBV3m8TJelVlwzuX8oC5UA75U37TXhDC1jUHoipnKGYFNUbUtczLMkLAvUc7ukk1HEv5S7xt9Tcc17mcGZcEGJ6GkFOpxWUnzqqzRgC8KIVQ0UxGt0/kep7rv4OHRBAS9UYiVo7UZyvrXUKvgyaQ4QIAsomuk1NcwlMIe08IkndHuEOFGHUZA041YEAANYLmRJioTRfa16v1+1cAuxNT3xaFNJqSKxTAAsWPQzZ7wfYJGh222kg/2id+zbaKBockZA0UxU3y5wC4kdfnbAdt5kV795DsJnJg0hEFwPtDUE6abOoCM9S/XB+APAyrE98+wjHRxgK8WztuJKKLsHKco4JQOIHyb+5IIA4jmaxpB4ZGIDMsVpHvsGDf+S/E/8IQ1K840xM/5aggieOuRrtefl+pg6mlKYiDHAziQfxkKkbiuRZXdsxq5D5IHcN0x+FAAALHeG8s1mmc2bgASA+MVgFVe1SLIAAAAABPmW4MR+9s3hh6J9lQaS7fzGGS94LP46T4uP5l/WlUZuhVjSIgl8EqjEBWE2MRIGK90lDtcKn8xCIi2C4lcYBK8PdP5quBm9oI/exfT1gqzlUEG406IAMID/qUpcwRDY85y7ddkOQf8/d72Tl2s8kAktWdx4ZDZGCw/MRSPn5qk1KuHpLbv0slqUkxCAkjlP+HDLGFNX1sxASIrADSuXB2QfT1+m7GwvPQ/PHMkKrZ8QiPzyLv3/rJni7bRoUlbKZE3oMjCAlktfTStxaWXl0H7mFzqrxA3cSXQp8o61LMyc1LauaJOOBN8y50M+/4mS7IUdpupKyPEqVPIsTro22drsBAQdbP859feNCmaBZjNx/OveS3+Fj/WfHgx35RRjd8ZvY2t7AVs33mb63DmqqJOM/cWGE7r+Jyu1D0umvgr2bGO3qMBrdW19sMzbZCi570aUxAGmC7mkPYGeUHmFVdmycoEh9OG3eFcMgOx+8l9kIXgjxZv9eq7kHIcC9AQy6l5QdVlNGCSVXFbyGH6S+giAJsLcxbdWgBa3t4IqYg6PiZjoSni2X8MQc/IBrSuozdj5kn1YSBBDMGA3KtgqCOUovo6Dd1l1y5guanGpjkN3q5HOZSC/9JJXpU2q6KNoJkRxj/HKulRmAx5mqve91jk7qvHnNQ7PPX+ym7LaWi7f2N7JRNxOdEK1oEA4TXNNqCXOdjXF13vQsvzWWpoSAUNCCEvAWLh5xczWa6WvvqxTtHw6eIqCegihoJIzXpm1X7MinHIxXcrigD4x52mTLvpwSV3OXocrUvayGIECffCwGELtZ6c4NsqFp/0ILyEKpS5ZxeEIDX/PJyysl0lBYau9lvWVOdQrEwE6AASHOO8ZpIswdkOAZzJPwHxHS2NMRcJRwAABEvILZnh+gw/0MveY7KnqxAzkDL4AaX7eCE5cPr+2PADMyTiREXqNUd740GB6j8AcWBr4miUkB5NBW17ynwFOBYPc+xGCXQi8rtzEk3Uky+3qJnUS6y+1vVkgI0IE4Dle0DCT8YQZHANsZus0/4jatQYXOplidkFWHed9Rwsz+pZlL4wL04VC4PcCnPk/BAPQIEW8onbDMxX+3DgubENE0TVsoon0ROMN7L4ncOINYHhi6w61VtaMqWi7RG5pAqB+3Z2huJZCi0XHAZfhEAJYmKwoLyE95SRPgMaCW/HzTcxELzwni9FDu4doyTeuJyzkJPiUChidk0uFNKCF5OXvEzdlEv9mqYba4J1cF1SP6dSpVdeg+VfSgBid7zO5AuNkECpXo7ZYfgX5vMz4dfbjlAklO10A3lq365Pp1jaTYv/mu3/pUbn6olPLZW64A7Qaeb4dWRNsW/hz5jA1j6X7flxOtkvLYJAz+QD+WOhhkw/zzu6we20DSwp6cpXn6wIBhuW40RfFLYj24D6uN7HT41clvBv7ZgnaP/zdTf+pGrrkPNe5NQAS/XxdP/glK846vr7+N534b87dcoPf0NTjgjEC0tj1DQiNvZFzF9bYcz+4W4ijrSqwfWTkt61H4Lg3bXunO4Id9ERV5/Bi601Vs1PeFAfXmopyl+jd00tRdnBjOOCA0WR7qho1W3QCOdamx2rlGfjGDo96fB8E9CnaWAZdeXkNGzp1oUyroGpq/P9bXWUKJDar/Re1Eto1tTXWYJdG8a/eIR1+G5hL1HkgjFLXAAAkvybX+JJb3S7H3ced6whqPOSVBPQ6hUrQIo6hFE2ry+HSqLoVQoOgrStHQ/1uPJ47r0zspSXEBtDXZ48/FCwbfUji8+FLIpEv+cWXzvzsvkajkoBYAmJz9XXyI4MH3qcK+w2cC1XZf7kz2BEAA+extfgGpzgXgjHS2hu/hZGwWDcOcWE1jhxxxbezKE7+0qEPm/pfgmenZFbwGX3BKuhuQOlLjMnuPlUBgDXkjCLDS+1QAu657XdR/rQK7f/uknZlB26ErZ7i0EssI6cr0BVhfiWN6sUzRKKeFmd1Rbq0AW4J3DyB3Zp1a7os3sjrVCHHfx3XsQOB8eX2pWlb+/JEMCMHSK7eqduOlZhzJntIHp5GgYtWU20fvnCZpJh42mG7tArI1etvfIb+0xOd/iRMfgACEImfLsZ1wWsRb2NQQ8rSiXP9h5Y2i6Ak8KrajbzCuRfc+Wrl7uW2wIg+PGB+rItxJl/n9CnRoB3R+ItuXeHvNsU54Ae+Kag60FOuiOA0IY7Vptjum9iWJeyNYhjh9Ay8U+9MKjqutMTbfK2NZETelmHLESi3JQT51fNXiqsxNJplfXLhkqTjzQzsfKrfuwkVSd2UmvoZiZozsq5btrWGN4M8uWCX0OZAjvvLBQtSQc5EGOCtdHL5IjOydoaL74LlYQjf3wxvOoZN+xK1O1z4lOvS7c1/S3xhIoLWMToxXj5EVuDJtl36bZtURlr6WCIHv0UWNg4y+/FHKd0MWWk8vlqJz2xSWiIAmsmCiyNbRzIW2TRaYjbi8VN8TiHSV0EgVbVRdSbQ7vg1ZDHK87dTJuSomfDnR4ZXT0qqdgZ4ZxNTwq1zfGYcutm36NwXNpd9pfCw5F8Ciy8Ja22PJsd/7RAFNlB3DPGnReBppDbkY0Cmf/8U8MzidQeEgwSvMZ0+i9Nqsh0J6zGL0PVIxS2qRlOfU1mPLjuc2JZq2lFssEppUDi3JDSjv/UJpRSD1Y1RuV5S1bGKJVM+JDBv0xPvqxeTZB3uIDI8aC1qSkI3MZiqiHIZzXSdZ6UlDDnk0TqnyOSplw7qIl7+9Q/xE7sRjlmngZuU+2yQhoyxFkEUjsykucBdtbOVKSPu4NGdSpGn+2iQhen8IrS6ealLLe6Kjn1PYBI12KmWCEKeSRgRCtXL7AqGU6SWA+1Ve3WzvqisF2NpcZKD1kh2TRcasYgB4pwCBvnqrOZdig28gNmbROFS2Smut/QsaHWwFFWKPdBCH5cZUqFoDpPVBFyXwV39mlXP6fj7hOhyemT94AOLMCMIhx3K0emN1oabeEzvELVVQbu6turounxB2fklHL823SRrHw8MtoAPTA9xIf2FPI1juJ3TZj2uNKDYvq6hxBjAcU1wNKs6XoiYGZ7hY9cjbt8yIWScCC+yUJsjhByc9Y6/dJqF22hQKwH0ESDlqTlWC88lGjuU3eklKRBvu7z+e7zZUQD0eHFeISc3xE7kWW5RcQVwVHAfqYeU7uOQ4p6cQ7m21hWZVE9HLDSxSwdl1VJG2CEijglh3s78BpG+v4PyMyBFtufJ7YDoWxY+701f2Tt7Oq9zsIyqdYeeqT1FeRFV88CjmP3CVfbF1D7lMP1hglYAS911k5mL0iLlmxvzCnWaI2tZc3o5k3LgbO0/BcTM2EaUHcNekI/NcIkwrOPb7pTSMJ3pFI3ceBD964j18yQZ+HeyHXhivgG8iBI7SSoh/Z3M8fdfVSb/oeVDeS7pGqmsgVavxsbFYk0ScKBhx4qjSJV16lyoX4xuBWXCaOkf49/xoa6o5OePLSMf1cnlgl+uuZ2HpY4J6817PpnNNWAbidvrzlE9lzlyU7wqxAwSZt6SukdflDQwIt/OHC5i0bYP3cCbqayW19286ZuWSPW0dzzMH/Xa60IQNylYcXLknzw82Jj1VO48PiSKISZY0pEFVuJOP1f+C3N1ojA+efo8QhZWndTTllwxLH5xXacNP/+nXMzZIaRHtolUewM8wXHAYlXC9VshpppnNdh7q2vlD9zdIFqvd6uUbp1oyxN9MkV+T67V389bXAAIi1hfoXqQg2pF0Dq9kSkGZ6BrC413aS/08ErrxolRo7/PKiqhgETY2NFfFaFnvYzctMVlq9CVSgZcdKhULFaPwHghYsYlAmufXp5A8fhLAZrF3VrPYbT1AASQPY+Cm3iHalQWvqtjMivwtllCmvCUhY1xaMlQ6hoXWZM8IqGe6/HbidAv944AEPUnX92eFcwAEKq+e5MoAKDGaHQ9AqKQ2YV4Eywf0EEvL3W9vJfoEk6sf+NvMS1dRbYYKGYsaTH6H71PipTMa/04GdqLRP2DnKQ4zNbk2g6t8Tr2EeSm9Wp0GRlZOCDdu2z9QUrtzEhKxS+s7LmRZI7D9SEHcGGkXgB0hzOTbTsRDIlcI3WngEtHBtvbMX9e1hFY7u0IGgNXPMgwk0frqVo15zSJZl79zAk+Lee/jBhLkaMV5h2NPG4807Gx6rlOMCAwr5sGbbM2aD9wLSJpK+NxnZq1EbD7a8TQhJ53KZaZjZQixKEcSW6LshSJi2NnIg0MPN2qiZ1za0cbWkwOcDrlJgqgNqZVEQLeCmfw9NB+0016rWsYngezgxhuQSWH35yocGmuzb+fRqo0OYYdQ6B8gVK8BJHZafAVpE8Ry9mXgHJySQb3h+EHnVqLVT2RcvDQGxateNdQc15m7U5JKo2DNCmF1mEdhRUFqtmxY7074IW8T1167GTrFKXKgxBBihWBEGHnaYkj7Rcdwfwj5nfMwNu4TPmItW/vChAMjIJ4JSn+JG3+oiFCbFhtG+RdmOeGqeAj1oDqWOanrwJAKReUVl/2nOEG/vVBSHj7Ho11X+w/McV/Gu1rBX3mJ22n8ibDuYXsu1eBx8BpjLvDqWlexK0BCBjY1QyXcezhENFIK7nNZ1yDJOAwBIY6QESqX/mQZ8wTVxs+i8cYIUiTK0Luk0aRF1KzExeuL1yWI4rLIOHOUs3POVqyy9obSPPkU7Q5savWm6XRSjP9eMmwBdWVVg/2bw5g41gKfDJMOHy0RCmVYNSUOGdBMNz6FGcQUd3lI2+ZfW8zcLt/WY3sGZ1dPsMvHdOEkIBd8LAm42ja1dANqIYgrg8dnO0OxecG6QALHftcYV8zIL4Qrd51nLEPqcZwI6TNUkYekUnM13nMj1lrS6zvSp6FVpBCREi1rmTjevGkWaXNh4BIiIEZQWMf49bGRpiUs5deVZOtlMZd+iKQNPivSLsQ5zR7tP6TxP8PKBxN1j3PjKIl59vXjNE2+NMQXUmhcEvlxkyRtAouFB0373YzyIlLehLkisoCx5esoFlxkcfS7Y27GRthqN1ZmB+C/ZhnIN6d7t8Qx7KcyGDFsxJpFEODoC7XkTxINwGuKgxOTf7QnE0JGXxEjzO16PfET+95kz6hGMa4jLPfrttTRVV3WzKQbc6+KMcAI6uib1DHEjZlh2zOQVDTEbHj5G1rbxyjZAnL9jgJqtGjTLGjM+YDwB1Trno/OsKpFbryQYAYFcCO1Sj+7p4ERQAQdu/KkE48pPKTAZxlN38ygKAWg674MqnQ6f5FbpJO+xdJAtWnTioElcErtdMoGYrXM1LJnI2euJYM6r/IBU9oYMOfRJOT4rqN5FcXvIfbG+yY8F3AvrqVol9bc0STu+mW144VRGlYbO+9LnfpfT9OW2+al7qzxUxd4Np26dnj7QvmhmBqxvkVRYVlNLINwRXLgiPbtkpsnr1aM190nas2om8j/Pj5SRKDu5hqtHuMxBRhYTaRrscdgMJE7AEhs1J8NE8iU6m4VLbYd+XYj+yh+WODDcg7H/GXBTAynBOiRw8vaK0N1rpIGvPzmjuZiiyiy6O28msOFQjHg68IuJepE48f4JZSAatoaMbICM4yozo6qIGSEUMFkRNcc/rv8WLQ9sqYmDaXiI7IRtZCJBiyxRPx38/AGMItanMawkNqzN5HYntWzMJuEIG4yOtTwgG8DFmSOTIDsGJ2bW+B4gGdVHcBCISIYKD4VJYBKEUt+eQHeemPUS3IknzSgUKKpI0RNsg67XnIW8JFgpxCcbsFVd9XbCqm4C2WRjKxEKNbuVln/IFJpp0AqMoRjXkNg8bml/G4UPPGB86mrATn4PcDSYB0HtUv62Q2iXDadaGT4zRLp7XuhQ65UIRUGeBde52l1ImuAgP4nxVlW63adP7RcyLLJ6dmXHeJ34bw/tqnuKVzpvVeqnpIufQam9dmP8vVjGIBIrfBjJMLOuKhGTkm2DBgvzUmi0UMqbkEUEKG+Qa98zM1YJlbXN+Gt/gE/iDTiebc8i0Iav9WYIATJB0HYKZFvBzMLrcRS0alsBE9YB1JZpaKttv2ij+xC31qqqHBhiC/9BaDASS65sgEHEzfF/wGNWq+a3h5RBdJ6ydi4cU016D1AZ5HUKXFSz0+yHo8/ijiii4N/sYvrVg15OK4c/tLZVsT9CkHZJPjhL5LYBvb6ZrEG54JI+NsnKicycu6ZaIedKsDy9H8ybpR429KYpbwkBkQnNpOnMc6wAjRBPmucrV1jaZWdWh1iX8thdlwAe9873g72u8V+UL0aw0DzGt3v1uhO4oHIrWKRXMbls65LK88n/84Rqrk9YnjIwNaonaZMB2AptOjsfHJ9NtChwsTcWZLgZreppLnxL8cwfI/4KG1KsjMT1Jn+KeH2zxs5A66Fdyaj31X1hY7UmkdXGp6EnBZkNODLIdIva6uM5nXhIsrz/I0KeK83fdaf6I7eZjd+33tbxdDpIs12Kj0vdxZMQx12z4yi+AQiqfVri5fOb4sBXYBUxMjOvHlXtlASAa1eBBMi/xoyof4DYIRtnVs1XK5hJQ6R19/Y2uENEhjbwPsJFoVsNits9tDu+GkC8jvv+ckFICt9PfJGXZqdO8T1Hex6tr16lATtSuu5A9rrTn9hxWi9AQIZSOBmS5pCoa9lKHUbLDmw6825VBw2tWDv28bVM1tmtDCKBEeO8wpb7bvWQd5yp2AA2k0VTRhf2752LTWH4Z6jXJS7cMu3gLcTrXUKinfdEgFWYZ2Qbmwji57VSxWWOgZEd+CRGU5RklKI72Dh20LvhPpjlYU31snL8C79hNuW+XFsqHKPi62l8Ah7VGjttJ4sJZOJmOhXPU3oYbjJ7yADyqjFfAgxfJxitofy1X8dawZEZixMeMfukZIiBt9bZgWFNHk1mGIei6ZcR9URY56QmLUfdQz80pWiEpv4kpW0xP7Spc/fr/zttNJZpDNnTAaP1XHdztWZBM6hjSrGF2ju4sZBhDsdlOCd+G6nFkhIhJF88obNl+ITXh+SrTBFGKQkK8E4WHsjiTXBZdvNcMRXLnGW8cK/pb288Bz+h5UcqsGC3Ma4ZhUnfP8MKJb4peKhqklGDI/F3M2G38jNPK8g9of3N5jfatGbfqOg45ymWGzzSsWXLMZme+CSK1FHaMRfGAjhBW3ySAu+BcVkkJSwS1YcsBXeb3SikH+mML/U7jMOSJKR6kEncDrpPmXt8TZ85TwH8Hi0XB+QGbfD2o5HcuBAZSs/WO+cdxblm+7fXWhbLwivmLdaxrlp7vKiUUi4dh+VGfzfLjwZ5kiWyWxcGVRoxQuFbtHIp2VUfibv9ASNnPn74VXC8InyPr2IWHbJhkYmY75o63+FHJRhMhGz3oUzfBQmb1E9EogmR5PlXFYHjOucYtyBUmFF37WHpWjQCQkCBuwcoqk0ibz2E/rMhsMCw3lM8ZyxQZxFgHygJ0+MdiZyTFWUj+pfn5TORXNHzCnXkKb9EbYP3i0IJT8uB3qb2WuQT5H752MiIT+75CKQtU5lZvz07z44YjZmJ14djgWPKd41HYVkxkgII0AYZcKAezhhGTB4iar/nd+V+vz+a9SdeDWKennpLTKEoJO5OXwNjfP3KAMUmZ1gQ3Td28GVMeHxiJipSbF15qjWBuRM4EELHJSgd7/0R8vDIKkE853ZGCexHYBasME9mLAtReolAPq1+CS2RgpODJQccByufHdC97+OhcCUC+SKeM4tfyKHRs4tlWFz4M1UBVdHm+N1VLK1EBAOZCNMwwoO+y3ZQc+YJVwuL1gUlZ1JXvg7tebzJfu6fl1rEwZgY3vRP9fuHc4jbpVh3qqngjCzCqloPPdDWkZOH1j/MJKVSFxbB3atxd9TOniWiM2VpU72BQd9+LRbfJDE9CRTENEE1F8C4ISD27AOwXBwCNXgeIsPiOzDDooDMthcV/VREV54thYAAbKBlSdGUywm2XsWy97xErg0s12EvE5HL0ZNmS63UEg/mFYx/vgh9NDOteiUWPVUcvy3IqszXN9cp7Vugepyp2jszPxmLn9Zv0rm8+s4f8csc9QjFFY7rty/2rHHlhQnyCbELwRMpbgv2Ot36IZCRG7pjLuN7lK9/eahG1gA6vzS51lWP1xgOXBvd4NPIEcFWnx+LMmknR1V8zhsadTeJebDld4o6DSMhgEb3AmQ55xAHkwcNd0qzBIhGH11HfPAiCoScVP4kE98FEY8TUiFSqnIVne/oiu4xpkizInxVXEcXCEovLCzwOpUaJQLTHFr0jbVjMV4fCEImv6jTQqShv+MhW+Ex5nGEtBXe5yY1rOyTY8j+FhVrPysXRpdxLxRQzizpYd9/x4F8pmXK0qRLrO7q01bSJ9UycDOPA7E+w1PSh2Aft4/f+6NsZ157cwxcChabgjIU7L5DCwChviYPWnsIqPMLv/bBH1Vy8eUXGG2uz2M8nRpyYEmLswTokFOpr0lk9vUjzukEi1HyLzjZqbEYdMtqJWZJPjVhIOD67YR9y6MEwDbo6L62ZCIp8/aV6kp0m99ZwVzI/qMDY9Z/yo+dlsp6K/i47Xqu5zKsrXZAN7PAfawwSJKXiXRb7MVlr/P0Jzpl7dB/OBPJAQ/mra7/0OdkZEy2vuJHMam7DutxxPU8LBZ69gpSxzIHgVbLvFtesEPfBiaizavNIpreWtYPl6Wqc+WkYDMpMc1+qqHYR6BalcWOpJJ1RU34J6xaAvxFnPrN1Ymap//n6TjCw+lLmz14eZ0sFFvADInE54lhFwQAF7ch48uXzXY6fiHddamXps2scJLxRIdCs2XabrfOg/mJKDV8tDo3/dOP1EUPm/HpzEb7K2/vkd3cy344gBCJuhDG8JljPQCi20o+B2LdEZ2ZUh3oj/7rTPLYD6RkAAHr0r+JpgR9j+/3dnzBC2y1SxPBtZb17hKV0QWcu29wCXECzJuH5wE84XnwrJxQMCxk9S9JESx2Sfrnushc1mZqrRTW1PtAjJna8zidxz/0qz34ZY67dE9ANi+EdYuHO+71HNySF3VfIHP2kPGIraF4IAnsaK3Nq1XJ8oQmILKA9X4UdbTNwoo2FMPVdIFLYv8Qai9SnaDV03uLk+IlRmOaHQh8BneSIVpyrYqhpObyvVj/q1GNBc2hTpmoVjEMFiBL+uKyTB5V9zypyiB3E9lTBKvkewQbVCYbS9HnWiUBnVr2EJJsxWPcOoOvJ5b8Y3yRKC8cJ6grMI9AJNiq6FU5pNbRpQWMAgYwvd0FSBhvQL+2OHZZ6jeL6D2ni9sby4U/rGBF19I6sBXHGwYJFvl1JueMLEt4hUkiqu9+LSf4sUyqLGlXO7n6qRKcIA+r2h/FBUZkeN+37VwzZM29aNu+emUEmLtvi0JtmMpM+E1eY++NWhFg/lpzW0GMmmc5+gzaKAiKPvxWtfqgDJ31rBZERSnA+wGkAinZZIddlv2A0glON0ufdhF45BCF62tO4MBUcbjyEE2rFNINF+kbQuqmG4Qgj0uIDJFi16VMcELPtlBSNh1x+WE4Hc4BTFiUcC7J4EuwgWPV5FZJAJcDtAvtSFlMwlFl/Dwt//lcYifrgJgPW82W/kFDOXSuEasx/tcAyQD0UKS5HX55nG5/B3xo5x9hxS3rOQ1q5gNu4xkbOv3WDN2Znsj6PF3mMusO14cZYOrQArnuLl1OUUDk+hpF9w+2twBLtAsctnhIeV8/Jvz85jCb31tZa7qPCpXKM/jQ1cPV7vd1B3bF86g2uvOL//cYFVf74lQSrBwdU+teft5sxEKLxEMETFup2rM1o0peQZCzM3F86EemGsJgOczASzezmpzdi31LJOR3RqowiMYEJfxB1S8KxZTZYkxDgFJvLAraALrbgxPjOPxX/cim6y7wyg9GuQFgRl/8THxExwB97cFdEUfWU0Q6dGe3IQkLkna7FEydWjxq6VYDDLtKKzMfTjcQwKJk+rMG9KS4ICOMkp46qnmPws+p5pWankUPf/yWBw0oBJz5WOR5RUBwPNxleSfuuA4tGhGZmOJwV1vMCrJPkk5svuLFZ1Jz82I9cmnD79KH7ES50cIDeWrYVaZihLrn1CTomSq+OpDGL6X1qOHACKAznfLPhLR6Rw23bnFRIfj7pNHu+XcSmR1GHOrMZTQXvm0t1qe/5RTHBconW0TXCfqV8S1NDnIpSTUT0EE7m4RHY+qes37TICuM1MliCqOHJxJPAYZuuNapxQa1Is0aK+lOEhndgsLkxvO3K4IPBlNzsbbU5lH6ilCT7yhJUu+9y92kzbD5f06Bzcin/LVDvqIQuw2Nnil8OQSXqCZ3gazHzGf7woMmkf0GZ+uuUuuLceqk2FZvA3PQlRURQsdXmUeEK7CJG5wsTNmnN+HzAYJKvMqLr4WhvneVfyxWjXKoz28JCnOm1JHrrc+BO3VDE/wEvq2KpxwAe+8MT/5V8WDHEM/zzOc5YNnLe6p3rqY9wHQHciHc+1aC0TZs83/ILEKJ4tNN4COIvm8RwawTewPkcitM694u+6QHlDlwPZfJZceTiceuMhzfHWZQPhZc9s9yKQXNqQKlw4b8/ov3nYZY+qfTFZVZPPqCluXUseM4jnisMwwCDrcXEFTnWGMGKOl9GJ+ptsU/Rnxz36F/xyIjrFKj4y6WR9PDqmB1xDyBLPiOmvQ6qfff9KXJMuXesgkd+rssAgtic65lGNoPygySwIuGheBpL2b7Uil4/WMoZAUAUZoN2omwAlQATc7FzJ8RI3iDrmbvxUgzwNyOBHsBeLNjUmdDR3HNWMa6dWvAymfjnd69G+zZkJ0UGO9CrHUqh39DyhQBz8QIONKVXu6arJSWfJBidQqjGszpETHPo635JXc1SqwxGqlUDNNlKgUxPcMOeanuwqAxE86h9+ueHJsGJRKTKtnSx3ElheOXTTiAoubvNQLQa4jmOBWVoD+QJp8S2yS0WCHCfTBxlT2VCF6p0Exp2694v1g0nW4OTdEQ2XZQJf/hZ99vxISH+5+CEVIKwY3ILbZm3s5gv5bXVKvjGFJJ9qiEMD40CzvjCNcD8KTLO9Yr9ofOhvzX4cHWJHFGo8pP19reWw+9FDwm7JUg5NgrKc63vXb3+YvEOJgZNejPOBud72fBrhTVZDf3MxucD9yG38y7LDxqgSLUP6hGg67IlgBX2+K+QIpbl9IjkrpHGehP7D9znfQpKidoii6PTIGQvI7gB/eLB+tdJx9uqAxwqkV8GPNSNGJWb9EtrIYAF7t5agu4Fj2MMZ8lcEKMYxBOtEobV22N15F5w4W0LO9UdND4BlOPGSSadiA285/MuK8JSvZ7HGHYi9mj1xTzjkB8MqWAKdFOAy63hcXt4A9m0GRCzgvWRG4E5k5JbMsaT7v2chn0mUi0tintfvX3Y63xNgCWiovOFe4rnl1rDVgXPH2RYwUc1twwTURrDdeaH0bI3EloNcH85vpivN0orz3bh06JPx+8xWPyeidV1f4O9p0/fG2awC25on/5Hha3nyaF4t52A31mKhz6CMilrT2+0kjNaIFnSShCH1P2XYEz2W9mZJWBvZYZHGUdNay8m+tqe6rel7pw8BGfPdL7a7mXYMbInkIyy1rBMqyEJ2rOqVgcdmVtefyEV8XXe2ewiXRTQTW/iQg13u7L8rUXS60tKVH55aiF444yFVTbK7h5BGU2eg316vcY8uYpIybB+4SMnAJvhmilhvpCuEla9wF6l0owZfH/fVOQqVxNZmX+7S/EZq2eGfqPhJPchPapcmF4jG0u8ktiPolB1v9byc20u5bEkypsfvKQvXeeUx73I/L4rSvDYMZFDbIog4Ds3ugvsqLUMZS7UExCVg0g9EbSv2b38ZG7GYdmbtNewyB/fvvjDGrhrRyb1/SNw77zKNXv4gXljbE0X1hAWwm3Es6nmVhWorWPXLQQatbv1WzVgfOvQd33F49Y7R24jcA7nlVRyT2g3uuOIElcJZVXXtMvFubaj1LOdoIN5nKgPTWjsvquLAvUrF3zJMArY6sv1cXlqB3qW0QEe3X25zqi5cyiS0yLv8IO5brd+MWfJHta85f+HDiK0pAq1j5ocq/FmPkKDBYPRJCLlg34liqSE29rkmmzEoSXKlPoRTlT9NXJCwoNXW0m4nSS5N1sc6CU/qK4Qp/bZ0Df2MrGy42TgiqfFDg8X2tzZmtq4qRb5IavSiWborvWuIRkOkjLFWiumSjPEJqzD7UbnxrpE73fG74N7Bk+KddeVL5anXKPaIIFq5r9/xhb/Fs57XkauD9zYFik4iDHbl78Ox4Vme0XulIv3S594rbdIuxgsgA3XBTmeUqSAVTJc2Q2CQMu1SJSUYDnyH1KyJXDCy+BRJeWpyABEyezi4lOaFnsOGAQFShVymhl2mhR2Pl/I5NPyhCTIvKurVjGbYy+FiYD81hTkJIYcEDAELmJFMwEjZk4ZTfTVLM0lIGhU3fWTaQORozyRY+nuRGa5OdiIn3c5WCc9jzlaeCrEM+OeViOKkUsBpD0C5OuVDuHEqllB5mpdgOoA1TYeLEe3XNZNr7jND2BQu0AteP77fDMJf6xsVoGv/S0OhKMwdHNmaPdMuag4+drG0JnvCtPRld1KG1i0zlIX7POpcsrU80GOZURPM0TDPgV+cb/60XkPSiXvfju+0tvFwiOZbEIdFaQNpDu7oWkqFQmWNgI0UEHLRRMliBCX69ULTvIOc2e61By1Hxw4sGDsaTssvrPfTGH/AIzma90O4qVk8wNz6NRNxQ6HX5Jf1Vsjzx1G19YRsjRGKK1ojAp7YVNW+3OPwZ6CixJZGQVaSmYzljf/x4MOxGvALUDfTA7KTEarYiIlL8hdy3BFkAy63y/3pS9Y50/bdOfJyHjwNPf9Uy3ejSMjZafanKOzGJBQI14fSfjNyaEK7GDqSdnWjt8NolZy+pp8LRc93UnEUSE9wJ5vyiRCtE0HBx1+oKYZMGuuCBrz4h4Q/OJqqVabDfLsnwk+1+aoXiKb5VJHRkiJZ8jzdWkSjBLJvlVbNMqzhH8rYdBhS/ljGtFezOjdR3RMXwMUNrNBPT4AZypDMPPp1a3SGOHMntwYe9baRDVOx45YnYZCgDGUfTk+1nWin/8Xt4PzGxC09eDYODnY6mW3rVAXsN3OTx8tmxcP1uHve/D2BaiEjZ0TEkEn72HX7xzkt98PcZVusbq45sdicyH5u9TSSoYGO1XWE/ZWGlWhF6120JbdxzKZGmq/spFISk9tSnW+PQ/MIqJ03WO8sUSuQ4ldj1lb6KnkSTbH/rrO/22oFQHHgl5umftwL0y2OPKKNtQUH1X922BQnzARHeLGfMH4hwFvRTBcDeCCLs/ctzmftsNW8yC94TOS5tRiIayxF+6JF5uMvYcARxy+TZhndoyyaywXDqPGTwrigMoobsR8WAWBDM88IvVV+Efq1HcxTMXuidjSsLTba/ysnh2pyS6QKGtOdHPq5KmtjQCg8r50SA3cWKZHzXezvQgkMfX4vPLsxYiMuZNMA3pOfDW+skIuoyNSKZcOuZqPHyQH6nXokN0IUHZyuchKHFxGnnq8ty0mPa9rU3i6SM9cMKKf4vzRIZyXgR1JXNE6Na9/bTdqU68enUN4c2aCpqVNLRvO2IJJgOCwLUumZ1GvtaDVkeNokweqdtmhkBCBRQL5ktReMZMWC4m7SLDal17htrXMuQ7lKx56DlBsGKYhO4iU44axwVkjpp3YK+ViRkl6jszvvKlZTgH3dY6IB9x7oCfrDGnfy2KKkuwvOZHxiSjRc0a6U3JtlBxIPf+hNvRGFeJwlGzmd1ECJOS8VSo/ZrxMnsbUR7+HMzfb0+rYe7r+/w1lK5p3emRaMfx4W4dg6qZrb3cwAT+BB5tloGQfBxP+u3MWxmayCq/jaVa7di94PfZeA5OZoSylO+UoEoUqZblUXLCfdW1wh3Z1VUm5UOI4x7AwmQQEx5Ivi54/i9H0rmgjKUX4hnMz/3Fp3hHLMfmk2cN+Id4ntxW+mXmzYDsdcfCGmHqAYLMsaTTqUleZnMB2BIMe/jz+pDat51fzDQOnusar5KB+v0cDizA10YSXw0+h8k64tC/JCrf79U864I5i/fTErcCXveyzRs6zfKB+IZbg/J6vbAsJ81nz9tXBsrCgHrveAsVSbkEIJDZfXV3C3lGbubtwMxR0EB6eMU/dvI1oCBLuUtahzTn35082cbW3FBypdeBGZDZFXUy0EyQIG7ByiqTSJvPYT+syGwwLDeU7MGxnN+uQ1j/NFuv4jPbUPZiFiE/x2bl+M4pkWbsL1M9qDnRG2D94tCCU/Lgd6m9lrkE+R++djIiE/u+QikLVOZWb89O8+OGWNot9f/3IUpK3D8n1t8I+2v+K329Nafs/+CNQXAW6R4IC6l/UyyH1oy5cEnGL3dv/H90Xhs5BirTAuY2AAgs4JfjXFN3hT33sPZ01vVpIR3P2GNXSu+0n/GMCtsnou7TkkwFgsp7y/bpDqUgROn61nGWArGi4jlKqG6LEgiJB7K5axF/WRE5SPOphLtMpLcx6EZlMMjxIR9tcy7PXs7MzveCfss5ZhuZmL1QZNs8fAh4F9OsQRe3OTqaq41pSMejYJ7Ya8H/di6+QbsKW/9CJV0fIqD62aD0Mb+fHYLGwFdKIka6h6tmR+ecPZUuuulcE2haid8NZWg7NYWDokj7U9PNyvIy37RL7KOmmbDqJsoe7JVOcLIEnMVsJ6+yDL5eDtZ+cRzo1W7q9NqCgQf04UiTwItBvkpKZDnhomg0ol4VSfXrC1npDgNSsnrCON09esKheYI2XNVDKROyy9W3NYNI12wM0ALCADhL51yAbaTZBmRcCHnS1nHmD2zkeaLpkM1bSQ8/SKE+VHTkDYqILcoI9idc5plaRfNNlaBHlRvx2qCtuSZr2nfGWBx96uD9iK5P4eI7r5Sw2BtwaCyePM6iuqW+wUilT9dYzdBo/YsfBwdV9WlQIllrXh/FAwt57aK9YDgBm/3CgkUDiSESiHtSsksYdM2GBTVtWIDKevP8po5/vm/sfydglHoA0wOHNCQoT1/rM0PImHeJDYevKnQZybecraMKa4DQXgI0MU0pVLTyTtANHmpQRVM80JbiVlDdBrClZP234dnv9GN+HoQvHKS8S685Gs2S+/MaZAsit0nZB7nCPNCl5vNyNJvR8nMHk2oyuTPmKwzGrW+8SkU3X8WbTmL9pQZPz6+PdJeH4jM80N5bWx7kfcUv1yQ0ZbObgsAqj+Ti4d9uOxplRfwwOQkLELPy7pe7ap20KTn7b7lNFSK2i997ykQsEdrBeUMeJxrOF6sReYmCFWsE9tt3G31bW6jorUrL/PIbKpXPiYn6Atkdvrp7uPh0EmSjJ89KxR3AIwjLsG08l5Pa0ItKT8dIxQqmsPTKXymgJLKHrKBJg8E4n0TCMMsW5Y2JO06UnAc1bWBSYVffyBxU7bRd1KPM6ZEMkaf2wWph1d7GWpeP+HkL497VhfPBmjHHevWb3dZ3miekLcZsEnCc2y5JKGfjNV6iQFgKJUJhezBPSxa1eZYKEgzKUXd/GG/6eldhcXfpY5OG8y7Ocr3o/8IGI1aUgPo0v8lB1dEOoZ0Yl0IWFyXcn0OF5GcxjftZsEP15vQw0MjLDe/ts2uN8D8yo3C2pBjmpVFZkCP6dhkJAlPCKUIz5hbhkWFdnXp3ZrA2//wV36Ye96ZDtTbilfbQONhSCgTqXH4rfkVPFZlt97H2HxYyTOcCLCVYXkv++5WZJp0JUbbDnRrbX/E/4Dr77MRc/tgwNJvsJN2Erbhy57kd04oSs3/LZdXZSDopRTh9cKg6DV0NIjiTNmyo9YtswMBZvw9alozrWSTxg+3ARRxwghki+UeYzdNPL87ZRIn8ckOaZjEoHGpVHXUSRc2b3vuzTjqDYHTsny/4BjPAML/L/vun6WRCZ1SjFVc5PVhG8ybpOP0eX/vK4fT+2JWVDYbwnvwuqTbbRiP7Ki01YoLeWTQ0vkV1zQfCqShzaEcaZHbKbLJEtOKWE6zBuXGUuIOD2lJicOE+bCWXcO9cLWwzHuiiSiUNf2bAF0Ptu9CNJCnyGk9SP07pT7Z6dgIPBnVIJRj2d7YoUIV+i7I4shanfR63vGtS7W5FgPjzMTdrkScZEPDavH6DjsBcktc5wsi0ijL+e9pav3onH5T3p5F/DPVWEq54/CCvtrISVMJnRADWXdKDvA+UYqxN4xbZXFQrcJczfhVXWQtX0N0jgjZc4XL/o+XkBKz8zUq7ockL9gM23sS7ieaL4IGtnmA5Hf4ooOk2FZcbN+yx4GIApv2Zo4A86cy3jCG08xZutg7RM4imyWMnlt1aC+fvvxUfoW6DDeLMb5LV5Ns3TmyXv68jLYegFmWtx6l3OqiwtCvKtYgxSNqyL1IiyUsT7oNTPq23lvcVhK/FxMaDLc47XBLOPh62vkTviPYx+mxV+oEFGPCaDDOUaAabYwGAqwAAOca0NkNxc8Al1G3UZTh/k8gTOVzbcbn7cA5dzjWLWS5j596Ne1H3iXEft1rypgtcf6ni/BjPvvb1TcVbwJ+aL93cK7c761alrM85AGBMnBRclo0yU3JEDFZP/CDBL4PMbB90c0kkbXjLI03KfLpBr3QgbRw9M4QuZ4QeySn4c+Y/9i3shK7cywlzg6Jh6I411ffFThRoQ9Z+wGSglkDoWIlnB7iQyYEOJKShh3WL6m1SarIBpIHXcgOZA1jXxYPVDLy3KgQzg9acXDrG8SWOxgxyhHqGwnkUCAPjL3PY+DLyCfVT7u2pCQ+gHWODD0vjlNU95fMipWPzzx49gHdtsNkTOwIc57s6Gwh1OUV5iIQ+9v8qvNnkluliPxnF99POP6Tyw5Mev3reOa9X0d0HPFGSPFYMnP9Em2i0mceo1pxmaRoqHO4wFHXbRC6wSxP8EEtTY8iLw+i/256WdBpzU2jV5wOkjPqCR66RoJD/exYoJ/shLClfA+zJSgwv+tzXSsVCxgeYWhCDOm1Q4IwpK4JqioAK47dnXmH/wH1Bs8hJfUZmCjwq4wNsr888hWzzH2kjg4HoJYcaNCfVW+wuUNPyjw1kMPLedwffuXAXywNryXnhFpArdYoske3XcE8gugPTGKds+2peWxdVZZfyihvl8WIu4X9Ul1EO2yizIO59VewIqcrZMe9aHxZ8OehgN42B/kNlBvE54MWOREI5viOFg6BnFUbbLhDg9xsGzrYQEJWOEWYwARLLK8fGwSNK8UWTGvxSJUBf9QaVc/1xrk3E4ANBDXsF7dAer0HqE6JYpM9GwzCa2yGPmN6G1yOp+6+tyZO04pAszcpMqhKq0b9MsWW7qiCHtsfeOTa14KhoXklR4N10mjRiFfNbSdjoj6anM5MAVcYEcg+3YpiaU7KeHLfs6aIyI2FeICFesNYndDC7vXxaB2Rf+tFaacR+Cl6GfCZasCdQoi/60MPZWFbWu/Jmqg6v8YIJiS/AhEUEDCKiLQqehaUIQ84VIxbp6/zlpoMZ5Pe59QwO39BetCeZ7/nbsiIBsx6eI4MqTRMzxhuBszruMoT5SLXeG4zb2vMuFR643a7qUf0Cj3JuQnjGL0dX4CeZ9dT3KvcukxZGNotM0NsJMZ8KbfK84jhc4/OsEcDP1VIRCw3MThAAF83yRbp5S4bxDMMkfHc+Z3pRgUCCFtBfaD5BOkhKfbPHCXPQaBPk4TE68yywErNguOnRbaxs7joIayiLonmkquMnaMwLW2FsOuYPjDfGVGxyz1q+e4hTM1UL33PkhVY/VJ8CpaB4+Bhk4W2emhNUsU+GeAY7jdqMAyTphLl4Ov8ylM7ZT0cVTTWaGrEupk81UQ2HH4LB8GSehgBAtfxvqhEpgqWBKKha0j/c5pAoHb95jdRVnljSWgM3UygiRJ2BZP+7i89/o0FnvI0vZrPXYSAwztx0azOjb/DPjU0z150Y5TQee3EhGSv1yGjAXU1zjBA2ntRFYEHhsf+q3vA7rkLpwlhSxARDTaGnhNs5m35VKn5qQJLk0AxNSOzxBs1f+WdxMom5VwO1bLu55zeuEhvgPo7KsWvmlK4Lh5GCVfHVyCstxz5b09BKWbsvbAVqhZnrrwM+9MATvroRsM5NrUiEykQi4o/0TP1KAjpglIsA07eC5PdKbEhfzNd50MRYrC9Yv5F5blQlHTLVVVcHjeXDKlNRBdGlFzHLQ5GwtMVwUCqxPkgsRuF689l9hPPsiX5lfX9H+6kCqxbt7tWCK31ocihQZNsI/d42XRFFQ4jvLURvt20jsWAmZUdTehs6DncalqShTi2Un1h993jkSH8jIj3dwu4MgM1q1jZE5HzfDnTi7T3yjMYRg4WpcB+0j2+ZGK4NVqe9NmNpMAa8Ae6Jv4EBcZntFH4MHskny2ZyH4Q6X8Z+npnKxTBVY1M3xEp8K1eC3ffz7Jr50XAMhuKnCuzkTyC/pGf6RgDPBsjYc+4bNdiPL90r+tQm8Jr6JH0lyn19LBQRKKIzNumPuVSB85TcaRBu3C81rlKga51H5U5dSSF5pncRfyj58lCoMtBryg6OX3cQnfl+oHOr61dz+WSHm5r6jG+uT67Y1aw1/PhCKzWkTcrQtK1qOW8HVOETRlnD8tJ0BQKKj7IBbScDK+cxrNmVWckikM0FrSf9PklNCOxbLki9qhejSAF1U0wMLCndljpA/MVeTeREPa+wVcReUiuSYzs8zgz2FKpDIrNIcyejGaBobYPmPhkhITqPk4Xr0mx9ckcFHaNim7rAT+fOj3cYBSdA0d4Df8wvaWuhWFjzENdKclk1JEV8bn0wpERC6sCdqbdE2jvyrSOit/SSgQC9AC63NcP0Nm4qlRyWyE9KPQtvXLeklsCdcc6JjkBqFkXlLt5AedEwgamyXO53woxCGHmt/9BMn2g+2kipeda23bRG+OStLO+1DiHjjsWmKvzmYTm+lYFjbsrb4aOqvn3ASjB10inXE7MWXoJcNjpuXkABV+D63lcNbLdErwP+cj4kfbv+pKKg72FmnoirAPsyMfgCekipJhMej6zN+oY//1jlxy0Yie97kb4lGsdUf7mNRioJ94ttr3fZdB4fM7EpbCrHkDEGaT9vANFwIknS9bKWOvkd2pG9x0XWFzw2Q1tjcYHQqqM/tD8/DU5tbCw04xxqGD2NNigdBurlDJ3/fAhPOaJ1teuNCzCHGl/fsZM/5wGOIXCQv34lUpsZFttJsgz2GuVWIbCYNtgglvutqHB/497khuXQoiYtTzCipPs12dii0d4DvZMYtHMrcwYi4e5qs5c+JpuG/dn+AtsfywnLpmAz45oOqQIo+gFNSF6Ib7smObBGjGHJfV2vSDMwXOoy0PTAAHO8+uolIBPhNfuXG+UPE+o1qT7IsMav2Bf4ZD4lGpO2n3YBG6kzTxihrqqdJ/B9UACMrfTVLqgISJIXtz25qNXcE0qmK/FF3ciZcbXvQ0lHeF47cx9LpmPwA7ZGgAO33c2u9Wd9MWazSg8n8EuwXUMz8GKZ2hae4xGq/N7VSWceYlyusmPDGiwTPSWOOFO941K5CV0jkS7QRcEPXcmDkUbn4oyX8I3pAjbSdc5yMDXutD0SVs4L9Z8lUs1JOzLeMWwObV1oiyK9FYON98N+WweSW/fu96ZCx4XFBgBUU3NCxACfiLFV+aJ5HfOu42CY3uG1V/pKOKQeCRgfO4IuMMBu/mQJZi/ZDFPM9xXZBHr1nQF/NTNRR+S5Fb0f/nNiTveEzeOesYCiizXSxOKZYth9NKmKbykOHyv1So0wJuYt14V3gLemkS2SmLGRNetpsDipn1KDEbNn+vRcQ4amSkcsjUoFeEXJxCfPYJY0FinPHB0+b2i8TBS5UkLo0PP0DSvpgviz6ajbfXZjnR4UZfkZhOsk+q900inj2fYixqGblZW2SP+hVQGe3IkZ3CFt91A9cFndGAPIV5n0ntqxkEoKz4GLGpq6wTfHgRCh4IZ5THwN5JJ/IrjCSV7DFsMxf0etU3UHaezgnl9adpkzAprwmMtVqax21PRiKP7NwUScAV2QkAPPK7FvjtCD45+zqxUvdhekv+EHc6H5ih+DTjSGciJPteLJmowuPOPJy34qmtftYP2vqQMH7Z92F6ZNM9ZbS1u/YCobdMB4AXoBBv8arOY5BamSeOnGIFiFSqI1o8a3WQRu9U6R99nmC+vwOQHUqOkWoLf7sL3YlD0WISlqEwzS5PgBPU03cjBhgnwwfEvMSd08gzOW4ShutQuorJmu77uVXsOW514GzuhJlRGv7ZmW+i8/WNc77EeJBUfmN1++d2fEpFEbeVzOFDsw5Pvmj+lRnYBz9xiWPUYLC6HvVrw5x5jayvpjmZnLxgZUiVPjT7T9sP68ATR+TsqJPg9eHxGQnRWSLtuZKGeVc/3n8fmD29Rcu0/fI887dFBjCDHmGyHHDCwG6bTXJUvJ1oeMFjjeom56UaEsQPtx22jEjMbT4V7hCDzUJOqEijh4X+4k5MNXHIEyQS2PIarNkLrkUX72ti+veMohsHGT3ztRvdhJLbOYBsxqDw/B/PApJJoDVcsUZbNfXZABX3RxC9MiSycUW/ujVgDCDaAqHpFmDae1uwcdwz1c+wMyuHEGmnn6j6WXq9NOa9a1nsnVRUQbSenVyJbBbWwJ1Q4+Ea1hhGbTOIawlgckZCE3gTQ28Uz8GtF0nN/5aBiVJ1jvV3TSOvYRJeEQWaDnszQOLL30N6u+O+cKEZMNNq7b4vgAAGNaML1//a+5PTjQStlgG+mCXfls4RVLzigWG3hS++sSBzv7jUXdD1XiBaQrns/T2UUutHQ5pdjQY0gZId2jxhEJovdY2tmGafyk6ZXeGtJeFdFK/kNBNQk5koB9n2CcWSuyVnBYZ6vFSOFWUx3YGIEMhn/lgxCxx/RUdYRsULL+5NkeonXbxR2GmQ1u9wTosMQRanGZrHVfrM0fia+N9zP5yeSZ3P6sdNbIgbx898z3IRXbbpCYq36u8/Rx79mGC0PrarmTTVYq0bVzfaJB3S60lXyQycfclXqi1hsqHoyYT8ps086cAPDLrFIPDsn+AaoE6W0taVBF5QIzpy4VeFRdviLzreIKbhlK5G68vokbsKdRnr6ZfwxgHRAWzseh6AQ7mUCGE25ShB8qLqrbOa8XykoGKZlaqCEDBz1GtF0pGgfiyVUjLaqHpdGm9mbYR3/Eexf6ZkrOwJ5i/fXPmnivG4PYAjIWIeoG+V6eM8Z0WEPpTeMt5UeJDOSkf14OmYv/1u42US770T03OiYNQZkuaQqGvZSgyOhe/35pQSjmiHDUGTgXAEfBnI5jGQmLS6cAL05KDbHGtyamh7coqYOeWzvVaDggGs4RnNBNOPkPqG8W1bZPn9ONfYNu/wXivc6VBqMyDCzX9LJNxhnFtpb8tOQI09+ZXfteQ6BSIjsDOo/LxFAN1WWDNX9otUDvINUlTPDof0TRNgdKpaNTGkhf6qJaxSTSF15tAI51KUP7dnIMxrRL2zs/4UUUrrof5LJDVQTGluuP0SQbnKJRvWTijeUIWqESSSOGz77Hyg/mFuz77GfXKMi+an0B00+VpNCOKCNQnVHnkx9I9E065CSQyKHoeIbiB5ska5hGxlzCjpGsuzbN5vz50T5/jP6zCJksyFozS/e+xak+xtowEd+yXazxZveB4G2rloUvxeL46CsakMDDFyg128qnOmafekintexa3N6vHb2h4kx4FwZ/J1Z+HR3+NvU+kg6oQOMuy9x2LyjBLCEgLrVP+8Iqgona9KUHvU9OmN8iwrBpESCPGUAr+9cD3Ea8w+4odJ1O3WLA35ci6HOvb+PFxXm4MJ4YfTwQUiJjgJ5v+ZhLpjXAnQbBC7ZFuxM1VXkZk/6edhaVH2kzyIgfkBUGXpuloQqmQRqJYRFpvqiO2ilwMz5NjdSWu3ScJNVp++p4sRKcGxJHhK5XBjx9ps6mLsTe0GDXOX7ILWMH9d8UzjFTGGoJw6JmH9nvR/+zYGmTYVnkdpPouLJXDTRVoVmaMgkjLKKBkqdFwbNn3EcvINR0CuvDrogKE84AnIDyLCR1EJp136C37FwSpNQ33PKOh0V2VzrBL1VfDLVHyAQByzXGvubCJxBw+RU2xrBSpUWfLDr5vsR3TIxTpIZSchZcK/F/PiNUclVYC46dbizyCYA030KrFQwMxbn2hpEziO3lYLFBbjrDysuxIY76IA3s0JeVuRu29wPZ2EXFxcrJHQOrRBr/Cn8CHlV1dh5Gfg8ewHSQzG9Q67m0qyod5ym3ZiQ/ath6tykVvFa1JBGCdffK0gXCJKIIp/53LmQd7JDcH5BF3B/pjlWewecXhWyh3SKfeiyECCwlFcpJZM2JO/vWvSy8Puq7L7SNNcyIAkYNkzdbp/xGYvSSsa7VrczPMeY8x4fqHXgX/Qe7ODqFDMM0QLQQnnHhcK9k/fMlsdCL/KBBi//B89cGU9z92oVqvAr/QuhWOtpa54nBfnDIGd/zZStMEutUIfXl4SiMVMh0VKbnmvBp+p1MB2rnj9iqzeMjvBalvif0kBh+dhgBi88ofIFPcSiCYAGPZPq6mEpBqTM22v3nHbrb+FgTCRAaHit/39t9rZvqTHafQyKABnPyg8KKgXlYlheg0cFagAWoR56DnqhWSTDiCzOp3ZPF9k1kOvpJRpnQXwslJZOyYwfpH3FctAjav/qKvGTANa8asotwRrB6dZjABVzx7uiBZEl0bTuAAwfxAbzVETJkom1SRd3ZkTSz6UP4IUjIvTRcBVROF0Nto16Pn0oiMb6ShpwFrsT73+MShpmOIVNZDobYcsZaTa5P9npi9L7JZAtKmZvbNeMAEb+oMpkA7ZPSpviCuAlx30MzXR3d5NxEIAFCSI9S/y04E1uuslFLHcSDnPpTnzZOjYGXPdvDVBc19L7qRw/2zimy37MIIT8mp+KdiFMJvYmd3BMKoFNAcPoWL7S0f4QAgPdgJuG8ByXI6H08vi5yE0p4HCBSMIXbwZP3SNE7ZkFNB01Awyi9rNA+l6644nUBzSyaz9gOIgyD3hhwAC6vzQYPSeVstRjwnYE/xR8JgjtXqUi7x+f5vth9FC6F2K4GxZzUQFVydtdLa03uRmkohIlAuCfFaxivFaN8vR76kascdyudCOLHVSl6dI8BJvA2n/wzkNgaHUdKlwn1Ph1z1YvxVer8PVXHrDqJcz2A1PQxmVCb/93yA5zLEo1skbjCXQidnCj5de8tD/xR3kDeyn2oIp9VWrF4XhFt0d8aw3REylWNZmvXtVavSE8PwUO+jfgktkWlzJ8x8SGGTnYnr6zyS+Wttg4zf/0ZJ/mp+x+oByTB010kN/R3tcIcQCYhNboru37hIxeixCzs3fQZ30HAkDDlHIDzzKiF0M94Jb4VkBAbGTsZMpaPvz1N3FFH+My22ypuPwSpgyqcpMbOJ+FmqUn2FWd7wgFZC/C6F2iV28nvipJZ8E/vym6xz25+48imjXTFXmB4N+Cj8S5KFKRg3ykAZRacEt5P1gXWRgra/4AKhtwo7/OVd4BuZMAP4v+2AbEcDGfXOawdRfF+d8MYfRH25Sv7eq/aGwagBJg8N2f9I+MTJoTeQBZLEiie1YvCd/LYZWzEghTHKNph68Pc+xv+Xqk1cuDkcBsxYL6nYsM/mDB/MQhdqxxvk4nmBA6crSbTnyA26fRqzS29n6+YtSW1D4PFw58l9l2jOZlayoYnDspVofZ2tacdwYh4CGficbdLezxQloO9JzEldzn22AOYjVeR9+6LS8OZ72FKtv3jJilwFck0acbrJFyuR4fE/SACyMsndwohO3x+oYd0WmuHRNt0LxPds/qgMGkNH4tV6PFUrk4S30yJ+kLfIc/OXU3IEj/TneDax5dPD+kLpKwC2Rkum21dbb7WwB4SEUcrNH7vniolba9CTh+2U1UGHWKPUxDTS70PXD1tlLhnbc3YHihbXoco83pLlXEK9o8+3Qx6ZiCMRO+yQgHw118y22Pm5iOdfORu5jZm8uGSBlwMSxj9cfY2j/VLf3i0az+a/eawKlHp7MIt+wZ6Npro/OK9IvVQZACiWrxlgDnGcIYhevECRlx0xPK+XLAMjGMene5LKsLPMsJTmxYWI/nZYClOQVZNfP7+2yHanac+IVCvUZHk/rVsYmQl0bts3321Vgv1U9R56N+RrN0okKsrQ/jdgwec5zkjuF+AuIPq/CyrD11U5cv7oi6c1QHFYi1qq8xXeUB42r7/xJbkz7YnfML+iS+AR3sQZGByRstL1F03BeK5SrbExziq0lCQz22mtJhqO2tHdw85Sj1+nwKAiINnVfQC1B7f8zy5TM2l9G0Tscupw7ldWwzzr/L5+XIMmuUcx1njPgzDdRFHE8W9DbO6jj4qvSSllom0LvAj3G1NDISJQhBrwR0a0Sh4lqK3B/fM1VHapKMWc76sQ4Hhd61qXm27XKthmw/XRQW+1l+g9fJvIs/Q5QC0u1xvVHeCoyCoDOF61EndoH9ai2493MpMIGhdYTa0EMONgmiAy8PbjXefQz/vBlR97os8Q0cTobmSgcIQrBGimWCPBIh3c/7c7D05V7759HOlIC8sMP02hgniReEJ9YKozxEjX8wUtkFYsyEq6Tzc9zb+J9bvZSMEOH0hr58wgduBbBhU5QcC8ZoA6ufYEamAZg71+y9DOnue8izIwXSNkS2K0Nxjjr0FrijOAD7vCovr3oUH1qMxLNDXAQ/GMgS8yA/R2gqVC4DasKkmN6u8aYwJJ9kzsPDHUfI1CIQKxdObIJ0Cev8+hHd29QjWtx6V419jq+c97b+efE2C0Uipl8vIgDlNn0fKkawhkbhyp+qa19bGeTcjTPT7U8nxlO3v/7SqRmSMl8WtLhkQlre6OYyFE9w3gpCZb0HH5M8m77sZr7JNlzLcz11RndoLVDBl80MFov3EprBGjMlrTZxruImDMZYXUXAFc6MVNZLP/szOLKxnPYiKAOZeCQvQJIeoTYlptpaN9mOzbArJdrDH02DFHJVpbzmZrElvNrWo6KqNUk3UaZocRiQ6RuPBG9ExrL9cpZYSujPLsokJFKgVRqixcsHf/14BMgxy0H7E48XwPDAgpuvLA2NMtrlho+BVpfRgU5pPl1/sMHVYzRx9V4PieYfTnFFItVLZeHuCe/S8r+qltuoMHvkdE2m9MXZnA94dhQ4ojgXrzUnir9JI49l1gFS6awvxeHT8xUf58u+LIGi7R2UGUgzXYfKINJzEMYQbryLyyCOFW7/xemJuV+LTMIiz6k4XTUgDxyNgDu138dBBdaKDzMdc6hNzs7Gb/RzkzVIs6sr6wedy/usK9M2pnhsmg74oWdRWYOfHG/T6SnqEDPKKU93K6VjyibYH285hgfYhhS2qR2AAAOKljENf28g/1wHtDvk6MLS36b4rBJc1z3UpzWPmNDvWY+R3A/qc4rIQbIGujVGThP0cZZWaWortvNcZmHBYoUSYn6MM2Xx+36MQCzppzeoBWMAaiE1m3d4/RhRaMfrcJy6MG7xfxVBhImIUiwuNpHaIGRnXcZw+zC2c9bveTrs8ZYaV5KtkeEYwxVA/srA8xE8PKi+Ur/+4qIsSiVyhru+c9HEZwuq7mql33Q7x5kx9+vLHDZX7owEJ4deBUyrDhzpit/zvzTUwKcU668qXy1OOOtgfzFigXGRpMvlz5Tq25GYQB8l5pENXJhnFEuQtZSF6DH2C2kqg+oAoLkx0yeMTWhRAAU6WcbNP+nKU91CKd0lX0Icuf+iFZ8r9SKk1CBmsQYAKb4ecdlm7DN3+srn9dHeI1897bYN3gv1gKDZcE8e12N5zKv7FNeWNeizjlBJLrhRYuHBs0mlkIM7q/mxUM0ccFtQ3de6YjnfyrwkrJk1nWxckYu/l5BYR1jnZtpVdojaAEz7GhdS/UND8k7YBnsBFBEs7qIsKpFuTx/9AiGGA3EXbiu0wrU7NDLDL1A23hPscYhUeCpcWnMT3D12CfI/a9ZfVF9RfmfogERa6RX1FA7SezrhNCug86d9CYpAodpq4XRSF60aMxjgJPNkNcYkkuFc7S+QIuNU304lTY32OV8FIMXSu1YClGeJ02A6LdJsKuJKA1Y8rjHgRCLjpEahbqKKUFqk1KAN3hzFi7nDJw4ctQNXtAV9kkfqwgLOnfoxo4dNlp3bAcD1uM96d6/MrQBsSGhRLd6rmhWu4MxRZIDrBaWKX09e0BA3zIGbnJuNBW/vYN/TJvZOPPfoHesU1TUhSblFwsnMR0/Tin5Qou9E2lc9g07YQmtr/IMtcI1HfRJVKYJkU59QRBgKrxYhJWU/CPDDI7g6geTWnlTCdbwR7LWTHvyhCTx6uTYbEthPFcIEh8uqr65lOrw2SX7Jwkwnh7HqbePCLe3j2Mgh4AiAh+h5Yvp9pF2iiNLG7PbVpJ1ALKhysiVpyDH5zufOoQ+MNbzNmHIXEIYsHq/gYvTsx/YHvq+FyUzrnLa0/PyourFPaaZZ6Wkog/30KGKKtUeaGQbZLYunWcpwQ3umkKykTyVvLGCuOK8z6geH3TABwQnkeH39ludfkbQoWHD1P0MeQA/21g+lLeBOFO1nJpM7OwuP2NAxwyVxyHZN8fC4R+0Y1tf4zG9hMpvuE4Rl1k38ajRYrN80DRZ9uB+1cpCtJJ2rkh5qvi8lei3KBWEzFLhCp/FHnKc8WBXJ+3qnPEDfO39SXflDeY3ioawp7eMqFzRTogrHZeWEn0yCAMSgZvpDx5AxApr93XFckic98tjXuUjMoVgQq3lAypRCX0/s7gnAN/j5rjbD2rhH328YFVX4DkxwDH09jCIjCMBrFP6x9pe4bU8gNerp2vFJBACnBbAK5qYyK4mfa3xgaVzwIf2HCQQK2Ud/eyhlIqAaw1ygYTrvd61uQ263fs1rgb9PhyC2pMQpJ6bUw/vvdy80R3cunyumGhM6t3uMTF0rpzGyi2iMhsVGUsoJKub2WEGhnKwoRDKheaAX0cTqiRyrMSgEXOhLVc0pOmMIQTUb6NActJOolP9z5vFfONUnO7HTvAxhVdsGzXVSTfIXynBKOucMvrXFWtDLpqxO7FeKqoCRSZLuj8jYMkRmFVqAz4y4JGHvQ4197oWuF9xl96Q6XwWrLYptniPbfO9gfEcr2BAKtOFPSLsxkzB66Zb6Y2x5k5q1fOPz/JOB1J7c+D4I0o0LEBtF75Hp3sVhXDREwTshheM2I+GXWjPaskwmumnhGrJV/NStF57y+M6J9Ag56VWpgBQrKJBpzRFPbsBWEoJswQKu6f8oITOX61S7l27wfyVm2MvJI4gQss3c+4xZk1ATv32sTDKCddsZVW70tqa8guQAe5kSZqaNgbam903+JsI34jKJfXYhM7whMjHsWMVUOt0BngPaZrpom/M9EOeHR6FM2oHqfRXh3dVGmNVxpcj2o6dqG/wPNeJQE13VnXrz/S28ExYpMZLqHXEpX955HMi4Kw8ZuFqhew5F7PBoq5Ny4PG072OzWo3zOXS1LyXXF3Ye6OtBPUMWzhf1pjpBxM9uTA6dayFDmfq8GRWa14pLF9eRugF4UW02kCr8e4rWmJ+1+15A7eGFEW5BsT1HTrKu3dhJH5Y/1JL3ab5Qn1TNzW0H7CaFclHRXVyetHp4eSPsuZhmqq0un+yLens/VSyTQl7uawBXK15rqH4oAHgfFol/PuJlXwD72HVCTvuglu/NWs5YmZfP4k7H7eDDtuAjl3mG+7x3gubIJhcmEgNmQzxJnHxSwf+lQ7J6YWFvT8UjME2MX6ji3MoUUE+iPBM5hTME+K9+1Dt6TiPgYcXGfxO2zVxIx8JzAjQVVGRlPiwulcAIj6OF8/Eoc8zyS53QcxJLjuiPM6YEORvlWqE8qOsm5cEM/P+29e3xOaH/pKRFbdMxlleDwUvV8vsWNGWQ8JnBQK+bfDro50TVZKEnPN1pAjzHUiGCnY4GvjAC6nsXos1Q9Z6N+/s8zctaxrbISurKdDjKs1izIUA3WpsH1LkxDa7Ig0LczzyNPgRhX3lZniRfHEKjv7GJDoWjLGTP8gRQ5kYGoOIN0zLZCg2MyDC7kAECOqwu8CIp3HWAJXQ03tgvGSRW2zttBM73RF9RBU1bZtgDYnRWkwzpR5Tm+NiC1YOaY8dTjLejUIx5b9Ln6yT5hdjJVMsMQsSL6KuVZqREsdKrK6dL68EJau2ZG8e/fhoSGUO6bNxBS02CrjVp0UO4xJheq1KZgt3vxR9mffT3DJVyu59rCYBwK5dEBxm/2hb0w/9a+/2fDvKLgkM+Q7IcIb9xQdEqEexo+UM7kzWXMe4uYuEQSy5p4NGap/i+hunz1gsR89lMcWr4tPPPm1w+VHxH7xPfPLZqygqvqF6JMCUCJzGT2o5ZNfE/GfTMDX4ABJAl1Zgvx0dL59k93neec/aWdhFS/vmR+IHDCv+E200KbPz3z+Osh/UmW9AkeqvHih5RZzXJ/1uvkGD8WXXnc0Z6nYOSm1mmMiiK/8r1VP9P9psrcvtvBoxt6wxu5FIe4zhq2H36f/SwTFrjTHOWKL5iuKsIVOJzL+gfEsSIq1c7rkl56uT1qzlCmgkLYFpA4BQ4j4Qt4W+WI6ON4boO2GHpbD+9feyj696g5Q2z7JeMiFBFotITT3g1GOYhBuW3/TqMjUlf1CKVZz3bphDlCVydHYKFBzSCJhVJKOYS4ZTT5vWOyJjWUhgm4Ilj/Mj5EtQSyC0/Mx4G5dzqesB+3A3IoaWx0l08RurSw3tHWZarJgheVnOP9+Zou3YwcV3CsJHqhzyEb3s9vGK7G4DXx7WbaDAttDs9Znc/jGAhMBjSBkXHBVg/GY5Gqr/mdHGjAxfCIr6JIpcA4ITYco4JeUuGPGPbsk2i2ZuY324G/RZARxjmmymeJa6/Rf1leD/K40jgKJqID0jboPalex4NnGCjn1YEnSqKguzN6w5D2A1DJiZz7VokXyEPpLAMOwD9Tlj6YlxuojDSM9iIHqBv6Iqu2QnNk4Ma8r6QNWXhM8gjJlCor/AZ5PB3WV48AADGZdq030okvnwnyNbvFoB5QJ7RP38QfAo0wur8zcMdwE7fWkRv+9hk79ZsXcnirVplyUkO/UxqAh4o1qsEoDIfatnIktBQs5LhYsHGGG4bY2qXDHbEe0UGURg9Gs6mKQ2nrab8qsG8/7jAwABQ5yxcbtyfXGLIeH3CODWUtoQ0e69MNKwCxBtlJz0FaM/IdOqDDoDzFA79Oj0iVE/udozIfXCQgA5WKo4ds79XyInAoUhWtUMowVoKRDFwLC5m6sI9/2v+KlpOt3YZhCXLA40NK/XwpDf/VvbpIz9a0DYp3HtpBqwsFG5FJJvnF2YRYl+h77w0nS+E8O5aU4gruGRMm4q2tfsLw60EyeW8uYQ/N2pODSPGHM5nlNZh/d6KgUUzyoK8/0hs3z3nY955tBD5LLNrynO0Wl8FfMGidXpzmAwiUvp5nsjZZRfxKjTBIRj07a/CdNS4dFsdqqt7yHBh+hsfVH9bwg4APt1lLh02AQV08Cu29z8LB/Zg13XEdoK3/PlsPGim6FG3Ujm1cIZc0mptsdsduB/U+9PNyFrhtvO01qOdpBep3ekDsADXtiENbdWPr+A81ygrzON1CnUkYdUxogLaQNYhEH+r7lmAZzW4eVKvfMW7twO/sdOjfWP1+mbeEUJnZlSHeeAAXSr/l17AhGPPk28ev8hcv1omrxiJX+2m9qshMLbzwnengLaIcP2sbufGpgcAAkU/iIWg+M1kWzEeDThJWr/YAqslKzQgOtYK7xt+vfiJRYxx3Fb910+cQ4OUKNLBFu2O3lA45PaPl3x3+K6Vd3yCXukA3UTpeFCYQNTZKR3iV/g46hC8IAaSIsIAzMnknOFG0sH+4fOSrKd3dY3op05k4ar9dEm2lIY3DImq5mIoZcwBl4IV6UlqJ+4LmNmPORiBEHMe0thG4ym1TmxWokFrBpD8WkF+KKSeDRgUeD/Jjns4/IXjey5ziCOD/AfRr045P95Gs32JlTPNTynC9RUHval+dP9tly89Eq/Ei4UofgE/eO3BS9lgaeeTJWG4KOzRqpaxjtTb3SopJJ9iBtxKXAvmo/2cKbFPuIFnupOZxQEdVt1jauje3dqED1UPp/QqBB/Ii/P13PBNtCe6GVKtt1TsZpo2ZlvkPcMB9Z3P9Q9mUTiUferUqAWwBUC7BltX4998zK3Gy5wAbYM+L9ST+ze8V9t2dSJauXrtpChNvcwbOHuoxUPqDbdLtXxiO9PRhUXMl8NtRX4JsgKNxQs5CYrlPlxMllJjwch7FYkoyygvQK16qH4lzDl2dDb30RtLxCZ4Z01dFaX3kbF2EDeGT7hB7xI6acRm4cfxvBkIXOKaPqE2JkkFcXB2j7EwqKcG1CWzty5V1m3bJLx5T2kmATS+whIYf+D6epwStl6LI0VtNR9/dwmGS65L+N3YzLmBmzmAJhe8uK/B+VJz6E7CNohZn+7rpf/Os6YgRyqYzUOJrd1RypD60PvtLwCh9P9+szhBvwcFeKO0VRVsOVvNu34TSqxPlL10OuPox90rMuOnWidKV5Mg6x9sv2NKNUzZ4p2abvtrHgP9mtXjLUqFu2GuUXUjgeVRDJYmLIhHGlAO6wBhFaGbXrR1s7fAwRj9bRfT06HsKIawANtSzKrDLYKxNQ8H3tgw9gDS8PSK4sMiaclqgKZe5GzEJCqd53YCKpbdvEGDR8wafUbTmTOgG+BddMs+o3azWPHHynHdRjPtW3VowVgSDc7XWbSRpznLupigyNmIu4y3ymgOH5avjYXdMECbHS0NMZ08DvcFdVFht7Rru4clZmL+eV//LWcexs/+o0URph0EKS+NwFrjN7zlVGRR8CJQOSOqHdgtP/MPbIgw1LzdNwp5IFxaE10U+I1SnHTze+b2qY7r8+D3b4Puiqs12YyppTr61/K/peGudUoBHb0dPQr9Fbiw6sKO71orP8+snkAlDn/J93Tfk1ogHO8P2Kpb7iVNmT6KilPt1qNX9Kq+e/ga7SNGFsKBadp7Vsg+wf4Lk2O0TCMNcGpl2Ic5ua19GPqC5bf3OOjpMnmQODWauXCaxFxOlLYpGTsIEQZlqxS2YjH6pCQd5SDNFjqqZGBymKhzYBb2we+avf2yGXZLm3Top0mumcDSmTyMpL7sVynQvZd0PzPKlWjCrgC/nQi194vFgq/e8ABDTpZBl5YgaQIj01+jSCpUEWdTqizWSZfTqHbn0dvNTVUdSv/RzOA5HVVtmoJh4roYZ/TcYNdD0uW9Ab/o9wiqa/bv9X9DLubnqGeBDBtSwH+PBuCz0j+AASeCu59g1DqlfRNXMKKRLt1AuNe3R4KzlTZSTJ0oGYPdofec3qRetrnj9AvZfnfR3LfQ95y+7u18RNn7NccDg0FLicn1JQsoVwCZGRUz7hXVifXKeCiEJKh1ZglPK7r8qzmtAYLU50tQMY0l1BHnUaUjzlakMWQraKW4LOOJ0+F3BhM6AhY78lstPKYZzMQ7dXra3wGdTJ874H6kNMjsEnS9QNYeJ1bx/qYB26vW1/QWQ0WjQqUG5j0aVaD7Dub5lfVNdUmm6M7WGj6la4KTe8+89rU3pdbSC5Lf608faHGZg594VymR/RphK8TmLew/rWYy+XYQYs28Fhom86Zxg68JBPrLarE2efQJABeKdnur+f0NTCHmuDBL8F2BeF5T9fXD3q5SYr79hxIkr96zMA8jHrGjtTwpgGNFJ1UM8/DHia3tZ62DaOUyIQuF06Q8CRheF30CKMy5Zm1ridw8bAqrFs6m6u0s6gfUw4z8wGRBKJwhO9tBaqZsO6CHyRjado4C9CJaL8jdnbBNRLtE+l93x2IhdH0N1GIMYWrX+jNNcZfS9w8WKDUCa1zzpzj2OZWaaVq6+X+vINPSxger4Zwj0TJNwCn3ggTpnmWaVSk15vc3fN3ziEC2v0RDe5x6XoF6P60Q4qEo3Hl1MDzr/YoLkbTmxy3lb+0TyQEdk9Vfa98tECDdgd2hEzm1QFTXTol87lZrRtgWkbH/T5dYS47Q/kgBZ5b/H8PUTZB+cCoCNzdeiWdT66IY2Glnm/VsovUoHLyIMZEvOEzXKM1OW4eg7z59EMkxLX6N/1ZR1H/OJTofy2Z2sxYjdW5Kn7YDkbz8sHusMjLlGhjLqtNhdKlXuF8GExvTx9HitrTm7PUmDqOH7jFVdzWHjW70y1AO7uZ+W1vwoT31ilIAQgw1Urx5gQb7+2mkPA4v6PtMyU0V1epqsRr4JzbrzO8hoqATdNO6qXSHM1xth9tImYdfSEJAxaGu55TUbTt/3z+/CLu7ul1oJ9h4dLg3ojkVDvpdbZReu4sUqoC3G4PNWW2pMSqWoxEkaCoxjlx7jelvLqC/W0qF6GZAZ77DmVqguj6G6jEJRAs72KOLCbUvOkxW3ZlASfoQ96A6U0JKqhFIVRpJRePjJm66PLK5zsJva5dLNYNAeFs/ARy6iuCAdXCBAcg8/pjdAd1b9fkfF+GmkH52QSFxGWFCDEbhBvnpZx9/eLBM1zAk/a1Cx6ILcmPl3He9UHuo9yi1lt+RIMHUmsdgAABWMrECapJzQ/0D0PSt5Zti0E/0sJfqZuf4s8DTaFpR/UC1xWIT1a97g0i9IjiVCrSDTrddHpSYzGRz468XlB5Vly/MF5duMMNCdE5NJ1QU7QzP8PJlmoQk7HsJOP7atuspyY6NQDHzUk+EQ6mWKKl0bm4jqQQE3DhEf1iqn/LxJd7MpWzy2SlCemJmsB3ZHDeq2LKCYwWxqDebDfjB7k2oMaXJA17C4gVpO/rxL+j/9Gi+ozJwwvESQH5BPPYl2H36DIPt4KiTBXJnA862AH6rm9Qz++8EJ+yDDCUDirGXQdA3Xve+RNP0CnBlMoOmUjOPU48ovVjhtMVzYDGVfqkVsABKO9C7D9MRYrWgusU1nMk91Rd0PxQiQcMldE2S+FyTikvsq27hhOfNHFWSCXI5jGseHsGeSBrmyWsn6uOYRM6qYZQP9YDcYZ7CZJhrUsZaD07g2/75w5nR/rU8bKGVhcJ3T/8+bnXxmN447P4DL8Lubh9okYr7N/DnZxHsO7oaRaw5tmJYWYayNbur+pJFpB/d0YOHGSuBcB4WWSg1lmBcYtjMv3cZhqbvZjkJmqx+5TWJLs+4pPFS2STSopxAR9KL1L25fvon1JdlhkpGBGCp7RIgMDwHHcW/Ep+kNuZJOjkgo6HLdiCNtz49FvUTtp9GzWa0bYFpGC0Uc8H2j6yQwV3g+eQnVYCj8xFKyC8udH0BMaLY3/ieHKSUmGDvmC+QmgXsIBCoa9Z9UIK98qlXuqcqWGKYtPl0toTNYm0O4ufyzowaA0GCVBlCAAAZAdNYRJXOzLcZypPfNeWNehSQLXwdJMxkyVxFsoqFx6JUVld6DB5G1A3WjLwgLtEei7zpTLrYcUb4gcMijWQSNEkMu1tcx6VILVjrlKvwiPNdJUI6Mbwhbd+2mW4VupzPiDwLjlW7XoMgXqaJlQZ0K1ijkJ16M0LFV6YqJZJJBp7m5K4wQHTM3WfrMvL0QL7G+kuRRvYBcwZUzp1C6gjiUFyC1eAFuv5NhW1WVhK/nLPTUDtZfxiFwgDiytS/uMo7O74LHLzGflEsiOs0oVgMTWwUPdVmy6INMlMWo2qqYsLXSCm4U9s10rFqqzxQ0V40CAi2C1xizdZ9hwNgobPqsweKhH0URnic/9X9husrnUsaiEULg61njL1fYQODX4wd8HTQ3MFm6pG9B6Is3qxNmKshzkAaAdt80gr5xHMCFMJ0Byj8Ani4PWrGdFHKs5Fy1P8MtTWXEULx9mT5RD8vJywaJWebobaFBzdhE+t7v9fYERjJ889yOCEw1CxXyxno7Av4YqT0USs83RTAEWKO05sKPJVDFl+Thg5TW8eQhvYUgAfkKdDb0sSpMQDOTZLncVgJ4HqD5mLovIx70+mkgMKpsi3q3Q+BFFrxMdtgsAUVmyfi2EC8Le+qhwkdVHNsjEG89FKq4RDqpp0IK7orozB3ujPJsdMm3uIirscim3s0y8GagjhAeOZJ/kngrM0D4QBveiM9k9AAVEzP0A8r0ZtUSVjaP9OABPOg0DEGjUutgbYAKNyPf1GEkI192c4ZMmotN24yuDpIvHmVvjk7lkQGOHvA+zDIVwBPJpAFl0AAvhTlLTUWHcy59G5jRXnGd4JEkXPDk/Q7/Jbct3BAfOhnBf7O0CkakbpRYb1uKkjdxPeOV4d1XD2NlUuE5ob8BTlM1duJKJjVqkEcRqaQcqr445kYt1uMwxM9f0X2YGq9UXGzkwtuOCTB6z8eTCphFvvFhngt3ND4TqqNKRMsgKFRc33+tjs4cVlLVcTkroQVN8mUi/Y2WmoMlkgSZGK9CI/1q69dJ8KURWZ4AMPkssn8INATLrM+Hl1HXUqWTTbloOyLM+ZozBdSxNPWrXqzTzWNNYWJp/AKLzNBtAxehjU/UNoL1xVSWR9IXka7Ve2qNv8e9mmYBl4uEs6TQsxWrL6eqVyc4c4uCIWwoBrCfrskYblIjGy7uvhNie/TWe/vDpmFUYyanMgcMW+T1rz5M6QqQayK0AAAAABHg57BX6l+Bx9THv3bXA4iyr6sObkx8SGqNYFAN1hrF56G6K3fSELQvtipooZGtaqBm3HGBBmW+FUUYSzOC5gW5Xh3vYU2+6Qjqr+h0Hx5qp7pbsgi8t9mBSJDSVhtwjKnTyYzUTBZ0qRSiQF2Z4cYgSNiDvtMzajADqfQZejmBQ6Oujdu3fMrkMSHHiVzks9WuDoqgi6f8SYZuoEPB8zy3g3TQBws+ne8AIeCE3uiInUrLJsZ01GKEcaKsJVhiq5Q3LTZ/+q5UOWlS0woGdVA/4HRfjTyAAmUh61sDbaHCn9J0cbBpohGQc0AE8d0e1S2MbX9gOUIr0+dSnwaMTLQWaTIKFdg4KeOiczZa1Sp3gz/cVzEoHs8+MQZovlHJAAQOHSbmglKU/kxpCPp9pl7E0g+oH9f2MSiFSUFJW8OfQ+ixrwgYBlTJTRL2AAtN7HGc1DysXIywMwfzGAvqtC7cTB3dgziPJ7am7p9WY3CruBWkqzB9SXvWyFDZu+Zz1oZO34DFGqhFpdh1FMuvPjurDIjKBu+wYWZL9gIxTgDBPYqhU+61ZMo29tyWgzfi9Ob3wAa2e/6UEd6PbCrhOGk29tnTGOBxxaAXZksLd0A/I4xsaKbzFRKhEZuIgGh7nmLPuKLAdGeWwPq4h7vKKn2DJFBCUCecHPBhGuTKc6+yXwVeRFyUjhe2F1qyWJ1J8ollozMFM98DBfKWr98lyQze262ddVi7sXW6gurALSsaV57f0xFU6E36h4DRPYB6DN6tHCDvzDKPoFBQTMRsHtnxNd42scZTOf80lCiQgI6bbEmOCghJrcwFcnzep6MBakYtkLIA2ZV54QQNTao0boFLtmaXf3eaHNo64N2uQAAV/fFUee1FA0NpUJ7rIWQ4XTff/XCEQQ82S6juYVlxB78EImUHMjTGDMN/e0lndeXCRAHAUJZY4YGmJrnz9J7BvMXvdBkaBiuA3TO67S66beTZfvw+ygOXM4sHkWG3bzhXpvtCaJmlRVgP5ZwTL0bbeEYpBrZ0GPPp/YYSUezyn067Oz4t0imXcgXHx2ZN4yQwFM8AefzY56tez5IGZms7GuCwO8dPT5wxt+vqsKp7SrZi8vBbmS7l/gd0O14rUeDfRg39c2J4ZhJxJiYAfowIn0Q68XcV6Okr8G8bU87B0oZy9eoYqaKdreDENQBFJ19OHRd9rjzfbMXMra5wgW0ewh0ViJxb69e8GZxUtp/4dGGSMobE2NptnCrckM3MFxkonKA38WzlsYtj8gVpKm0M6rdiuziyQkvHYT5tPY7tuQB0qHsJHW4py1gdvmryz2LaMtcs1xnnTYlm+p2D9VZ71+IvoN4x0Qj45nNQACXAuwWkDZ70wy2+zmHXX4u52YOTgQK58modBmLUMFpmrqFcPsL4SbkGTSMs4KOdKVkgMGk9H1y9LVscAGFstIP8WIT5vWNSvxJfMgrJ0nqHgqmPnvp7NVqgnLOzFTu6V8EJGeoOUJAw7/zHVXcDY6s2fYzplOtoHUQie5eyHv8heJRQXSxP0f9UWKLRMzeh52OVFIyTZ/MJc28/7ywJuSRpRSllyFGKUPkumVHQ0PhkDipCJRcD0SJE5er3bLeAkpeRWqHSc3ywreph+6slFEdpWsMDJ96WS2G3avSttr8Oujfx7n6afOIoAGCYPeQKC+jxcXl+DLdlcwa+oPzPlDib1w3xVE5G7XiMSXMJ/8yfyHgboeuDKxSf2cc1176X9Y6P/+FbJA9SUOuy9UWfNU57bYl5dpg1hcgovkh3s5KHi2tD8lvHRbL0FXG25bj39zR8LcQnoHiYvY+l8+Hm1LHnjx7MSZ76wYZ1v4enHUCUHrt9WwLdyKjn92etFKgF35RByRgNcSX+tEQzRwUHHQ7aHIDgyC9FQWrZVoNEc2MiyeFwbHIlL1vopJR9b3B1xV1vfGW+7tNi58VFDEOjtnWMe14eQOkhk0lW/HHUYMRL1TtRH+LU4FmalovHrO6kWf3WC4S6cb+a2lRdCsG9nwcTQ46Vms2WMAI8OagNMu0rKhfkuDT/bU4IX2LgpwD9vxwy6LT3GdYAAZJf93IHcRT18YRXhK6rfJIXdvYVa9DWlT9STvsA1s+SbMkwLOX7lvYSbMzllz8be7oL2GTB6jt2Cm5Mg8rIFB7g63+8/392TB09zZSNYFAcbanV52o5XlvUSlSECU1pTOhS4tVc42Ax1Sf9KNSNYWKzRLzzsl5j0hz+O7AaWZ4BCRCrYln0ZtaZJBkA3xFLrcqywdYlMvQCBkYFsXEga6dGxfyDEVYgGK3YijwXGQ0HSIEKk26nRm/yE2T201x6sUAv4Cqlz4PYPHghqh9ZkufszsB54481aojHVeNI+C5ga8cCnIM9EsK5z2Elpsc3sNnoDoDy/XH9Y1sQHfJ585vfIVi7jO55A/C/AI07Hffw5UpQ95R0SjTQ/f6rZQD9xn8Oz3xoKPBu1FPU30B6q0AAJJUAAA=)

The **EAIX rule set** provides rules designed specifically for .eaix models, including highlighting ops offloaded to the ENPU and marking edges that represent cached tensors.

![../../_images/eaix-rule-set-example.png](data:image/png;base64,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)

Although query rules are predefined for each rule set, node and edge styles can be adjusted.

1. Select the style for the predefined rule, including node color, border style, edge color, and line style.
2. Select ![restore-rule](data:image/png;base64,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) beside a rule to restore it to the predefined style.
3. Select ![restore-rule](data:image/png;base64,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) beside the rule set to restore all rules within the set to the predefined style.
4. Toggle a rule or rule set to enable or disable it.

## Visualize analytics overlay

When a performance or accuracy report is loaded into a workspace, it can be visualized as a heatmap overlay on the associated graph.

1. In the **Analytics Overlay** tab, select which data source to show.
2. For performance reports, set **Stat** and **Data range**.

    The performance stat can be set to minimum, maximum, or average.

    The Automatic data range determines the range by calculating the minimum and maximum values from the performance report. The Custom data range allows you to set a specific minimum and maximum.

![../../_images/analytics-overlay-performance.png](data:image/png;base64,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)
3. For accuracy reports, set **Accuracy mode**, **Accuracy comparator**, and **Data range**.

    Accuracy mode and comparator dropdowns allow you to narrow down exactly which metric you want to overlay onto the graph.

![../../_images/analytics-overlay-accuracy.png](data:image/png;base64,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4. Customize the gradient by selecting colors for the gradient start and end.

Last Published: Jun 03, 2026

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