# 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**. 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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. 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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 ![../../_images/grouping-node.png](data:image/png;base64,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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,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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. When a report is run with changes only, only fields that were marked as added, removed, or modified will appear, along with items that were marked NOT\_COMPARED due to an error (comparison not supported, unable to decode, etc). Visualizing a report that was run with changes only disables the graph view. Users can still search the Diff report table, rerun the diff, and view the Diff stats. 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("", "", DiffOptions(output_path="", compare_tensor_data=False, changes_only=True)) 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,UklGRoYpAABXRUJQVlA4THopAAAvvUKlADUL47aNHEn9l73ZG+6eETEB7CgG3dtqllntRbl2JpRCUv+yC2oSqOac2WYG1DRC5bBG/YDWB5z2oK6yXrutEwvVEe0ABaU2u9HGpVxVb7N9en3dTWo4cujMDh0qdKjQoUKFChUqVKhQoUKFChUqfEOFChUqdOjQoTMDi78Z8v+xN85/cM678DZAYDdA7AYIhSciTgMsgR1MB5O5BsMdENgNLOjNTeA0QJwGBqpgcBpgCdPB1HBCfTRAf8VTAmcX4AF2yoDYDQx2BasDlsA6VgdPCYxB6D8tyLaFtNK6wgSe6NoM6A1BD99W5P+zHDm6zsCBtvcJFy40NDQ0NDQ0HDjQ0NDQ0HCgoaGhoeHizH9lVVeV5qF9DxVO5lcC8WE/qkOojtDctNg29SFqn0XyBhnDmuoOYqLmTecKimi4tJgfeQRdYB99iIr4g6LNFYaFCg8XFetLzBEUMXCgtM+iatu2Yfj/xUoZWAoAWgnv7IbhMAzDYRiGw2EYDofhvb+1/5DYNnIkqTb0zAaoBtV7vRP25v1vCN529Z+r/1z95+o/P+XFvwW6HAC6HLhKwOsI9hxmQmU3YRu1+D2/6yKA3/fX/jP3HfyOv+Tc/u+B1Rv+QCxfwRaNYcFzmAmU4c/9V1lzf+OPIHu8PxP+iz8F/CEXQph+mw0hWGY4/0LmEv6jP1Zgi37W9wQ2WHRxXnTRQgjhr3gQiwTcg/sTgFah/XeYwdsQlPxPVFD6Cdv8YEyJZ4mZCoOm3ZjoQgUXgaELYZqBs9EzYIMFMRrA2N1DuJ/AIDPLwmjl4tMhwYpjwwRqJlpYgZZ0FACAggvHAhC56EI34yJQq2AAAJweCttbB4Froh7M81SeILIig/Upai8uWFHKsAObc1tyKih3OBWCOyKYXvJGBJYjTEQOK5KTCzBaRbrh8VAhKJeA2qqgZJ2F2V1Kh3KTH3an5IaVOC/S0bZjpd5HmnEnceVCUxWzLyEuWNGFY4BWSjO/PyqyHGUKbuC8/BK5CyYcCzYVlFNBpeiIrkFiTAxW2HAQm51IqY06L0egzQKjC0q6EFpMROVYSKqC9tZDYNAGF8kOkTtBOXiHz3LYg/Q4bZCemRhdsCXKPbgRF8L9LG3IJGoXJmaPI60NSoN6z3uQJTuRUcj+7ILaRAYmj5WyPgclMLaJge58pId+z9hnQCvSld+DBXWm8uEOenwDWeaKshKK2Y8uJPFECkFZMwBgsEGS3yttsPz94MLEBaOjHRAsrbX2CC7yKWYfXTAQHLOL8dTZc3KkQz1QGOeng+XIUmaxVQjKqVyofSEEx2LFyFlsOMKUAzCPdxeC9M8K5imoOktbu9B5wIgegDaophh5x5k3FRJLe2GuYolM2kWGKbiBvqhPT6ENoQU3dZsL316EAN+qYH0x2MnQzsBAOhq1Ci0wugt0s0ZStK++ARuRQhuUfgJahWlG1lLIXIeDYQcIfHvRAe3vhrB7rE/A2xCclYpsxV6GcEgVMq8pqL3tyC4XXThsM08hyEmGMM3FKWWW9dKOGF1w+64UYQrKdguBay8+CCEoqWesT2DFeVchhHBsmV08QgiyzfAT8ZEDyJYeDM42M1HTibUAuX8lcRG1y6wbR0+p4/yVhG8vNFjBaawFWY5x4OqdMcaFtRtiyZ4V4VkfYInxBDX0wJobAECBMy74EdZMeGEcitqLnU97AOBK5Ptwd49n2sALR8jNKXjb1X+u/nP1n+8Z4+o/67X/69Q5QgxHW9fwdf5c+ePOSHG2PBl+Nvb768mPy+ecwPf/jxTA0+kfh5yN/bXgudZUtn6wX1goGtPzfw/GBcCTpQCIiOEaBGmFX6GMh/tUDOOfbNiY8glqiG0Eud/zBH1j/wwfqeXxkvkmeU/9mY1NcTiDkEisiUU6tm14KtbFp2CCAbnfk9804K2r8abmHP400ty3NA5GDeA8McrJWuuUtHYfXz0w+wj43Y1vacS7RcHjJ53vQlZF1UG8WZIT1kUAoBI5HRmeAoXRyPUuRK42EZ6U5ug85ZKj3prIaxTeQayODJgmWG68/aFqO1MhM/G61edQzQCiMZWPJSjwqbuPYEIC4303CwqAU0+TPrGijL4ypgJ87FSKHkM8kec1JENy+zRN9Yy35XDyNNr9jYzDosTTk33SYJ5UcPTin0YXQpDyWGjFbrUrw7wzjC4oFaYZRHieMgu3IReMRyYkB8CoXYUQplmrEILSRL+IVwtE4mI93pQsI96/D0LRwDJ5GmVLDIfaUErVzGVHL3fHLtAuUIgRzk5pSqO6GY3ac4HP9OY27DNMcBqDVA0zkVHAq3auwqQS5ntIb0ueK6Pdv1xweDQ4SxrMVtVk0R1a7QAGdyyMTMvAGNVqopSxBJbjWHLRap8BL1V9ocWKTe0UErKIV6f0hQYYTHxbEvG+jEAJJAzd+C9UTpZk6ycijIxhMeGw1kplQY2rSToX8mEEcA+JKmC4+PMo4EWUtAqOdOXfvryRRuAyNZBHehqKXvoh+9ru9rZ1xTHBMCwFMcFwQdW5EOQAYcOAFdFJb0LLY8ij5R5ZK6WrCk6Y0GZMqmFHjg/Xiw+AuIfpzTk7romz5J+yky03hQmbsh6I7lgYmYmBMUJFFqPLolb5MHqldPHCHUCjOu5duF48SimXLKx9Yy4W31OWyVMrp8vk3Ih5D92oj3BhU06Pk2IgRtUwqYkw7+EedaHZcxe6IdowZS7qPianauAe7nHJ9Lle3FEXpmHowoQ353HmWN4oDeuZV2gXQjjGbKk9hGDJK3pyIbiOBWVmFDoPIhxlCGraVZ3HCp/pqenM6DJzjRWjY48zc7z4DDKEEOzypuS7/TSurSTTfaK5gXmpriLTF0EZy8FlYK6quSWbNkCNYgmwwkv0AFgpxoerBxPMXDFpfBaLq89zpepLjAvwBj2/Io4t1NM/7tN0vkbQDYA2dIBvF2A4XA2+XM4O95QM60rgn7WRo1/M9Q16bls8ewed71OV6XAEZ4/gRtJdlla9WCeYocCe8AY/r/joe2am7KgOlO3h3DTgolBb52QzvyDaagiBz3Qcaa944GGqKrPY6ZJ42b68mPg8nQcNejzdkPdY5uHu70gMeX/DZ8gbv7aXq/+s1/LrLg8h45m/MmIIGRC9I8Hbrv5zd8nVf9ar/585lq2h7//o/HnW/0cWE7Xp/yfzg/CsTb9/CNoqfmUFL39dEO9Av10IXJPJk65q4yKRaBPbEUKQNQQV5/I0/J5+RTHnCYI2uKntlNIQUsMfp7GczdFLXosUNnUMAEZ3DOBejhRAFXI8aDZWATmS3A5QIVdulIJuHKNctbfhdaDFcSZdmCbHrhrQJ9AAqrYzFVbM1XDqVp+ojBmxooy+MqYiO4tP3VTPyNyGewIw3rvkwQY59TTpM891XWmUrdUefLehOus2eSypreeLEQm+0HRTlu7tdw1+MZ3FXHLn4IflOAbCEj3mSQUXlAGWQ8oQgm1VCOEOGLVnBtMMjC44FXafKbtgMU9BqeBGZucYj0xDDnzXLCEb5RiAQRK3BbAHcUmZ4O4BQ4JrIBJ96/EGvP7JeM4gEcukiE56Tg+hUbbEcKjtQujK0gaV5tq5CiY4jUGqBl66Ed4ybotHCrZE7SzRh8/c5jbsM8+VJXTl2YU70GVuXUgXghzOLoT7mcWl3aeBXmZtwnwP6a3Hc2V8Z+95lhwWrMNsVY0VjdrpWwG06gB0SoNeTO2mdsxVNQMmGOpGZYHdRYJW+4xs0ZrnSmA0R2eBIZ5ZqOmCGzMXOQNtMJhUA6BVmhoMJr71EPdxnTktEryZweu9LBcqJ8vlOBa6Ya+YCObCkNmczX44RVmA5VD20pzS4F1zH+4h8V05qRAz5o2oEyJ1ocZWSWvtEQy0Cu4+AutblP9fgMvkGJjZK8BAHqkoywVvg7y3O5fgSNv4mGBY1yLMUzimdlKFCIpkSEDVuRDkAMHBvKuNWWwjvznSLnjhkTuWFO4ADJdjYA7BUdqMSTUc1wJspFeji+FG8Frcw/QGnB3TRGKzVzTKepA+b8k8QwoTinAH0KgOJhhg7lhWRrYcKBuJUUoXua5rDnRZtKEI99Be8ANKKankm2+x+J6yTIx5ClLH5FQD1MrpMjk3FkLdx+RUjU0d29gFHlsmux30oTB3oRuiDRN4rvlE55rYqkJE51I5SqXRhWkYujDhDXicOZ43enqyTyyzs1UhBJdwcdAuhHCMKETnQnAamDPNw9DjIQtH1m2gMfweQlDTCZ7rmgtS5mOc9PlgPOg6wCBDCMEubzy+20/j2koy3SeYGc4YK+ZPGXNFFTh/g16pgwmGPCvVHNg/XvNlOTHKGEtgpa6sUE4UcriPuPPisQpDjCcRWGJcgDfh+RVxbKGe/nGf+K6ZXIVCZiYYjhGAQt55GlzX4kmftBI4bm/Cc9vi2TvoPF0FVpiXcRUF5xUffc/Mf6cebTVexlUcfKbjSHvFAw/TX54AXsZVYHyezoMGPZ5uyHss83D3dyR+4eY3fK7+t/Xqf8UBAKK24kCWG7GNEKIVBwDkvcSjUTtggikCANFYcQBmH0GXY9FqKgq01RB7FQfCjYBJaZDl+PH4H93niptgeOE49uKt4gBP2MdOpTiQ5Twj7+OCjEhEccYBayZzxja0seSGw0hqEgi3igMrR1hnNqojy2kqz04cgYpGZy9oNUWXmRheONyDckFpiLaKAzxh/gQjT+CJ8mAmeOGikyXI/QRbxQGeMGVlOQaAwBPNhR8uOuuBJnkItooDKyNchIXZQbiiefDD+T0omzwg3CoOMMLPwFKAnHBnOkJQBsKt4gAj/BwjV4xjAKf55FyEYKs4wAqzoABc0cHJEkgceOGSM4yyYKs4wBXGPdzjQpfjkCM62zCNrQoXUujGgReudsfmdTYSbBUHuMIYXVCaLpeDujOiGI8QXOsuDEcIBpxwMMxaEmwVB/jCK3wmSpfjZCP3Y0WBoZqpzBnjCWaNMB7xhIirOAAgR61ARr4Kd1UUOr/iCnjFgZ+6+Q6fq/9tvUZfceBlTkYWfhUHXnYdNKaE0Ks4AOBlsS5yob8Ni7SKAzD7iNcDymkqLzdxVnEAmJTmS4FrnKvOjcCRYWCll+NYeBG5CKqKA0w1AQ+cemLlzq3VObUCOPEYdWZPOrc2eQKqdm8rYKmPo65msFG5g5iqOABN6whgkJmM9WyAY+DVCuDFY9TpDjdkfu5wEWhVZpgwhUx54UXlIqAqDvAm5j2089yqlgY4u3AHp1ZAbryFCBPV87wHF2mI0cmSTvCi5iCkKg6sBLovYnB2pnKjs+DUCigQj7f7wssLPi60503hRc1BOFUc4KKVy2TUsVC5eIGtFVAgHglNM65kX8HSWucUy8pEzUM8VRzIQREXyYWtFcCPV5TRqb1tD86IiZqHgKo4wKcDbRx4tQK48XLoWHZV50wwUXMRTRUH+FQu08bgefBqBXDj8WBUS+kivVflWNiouQipigMrp5qAjWWrrOfBqRXAi8fCCNuxluHCFLpxIwaldDp6JmouYqriAFNN4JxUCMEu/AnD5OPFy8FnqrZzEcseQtgn1QBtCMfCi7rybqKq4gBbR8DHuHDkAF6tgPx4vPw+lkygkjFYscQFbK0C/iCuKg6At68Vy/ekeACKGRSLKmAqDiRUtwKx4kBCiNyKA+u6XiWoOHD1v61X/ysOrOsKQNhWHFjXFbGNEHoVB9J27J6AqziQNoRqxYH8T/0/IbdgrDjA0SIsKUu7sqUHsjwlcblYs5EEY8UBjtYFmdm3WDmlB6Bp7t2DF0koVhzgadGMWVpu6QGtVJrLLrTcSEKx4gBPi8nYKc0rPUDXANmpeJEgEisO8LRIRuLPKz3ArIFZusiLBJFYcWBltbjwSg9w6xHwIkEkVhxYOVo82NIDnJGXLvIiCcWKAzwtHmzpAcI+A7WSnhdJKFYc4GnxYEsPEEI36kM14EWCUKw4wNHiwSs9cMGS3vgMXiShWHGA1eKk5ZceoPvvEM8sAxtJJFYcKCbDz5iRt3LEacUBDgK34gDG3UDkVhwA8H3yFQeu/rf16n/FgXVdRUzFgdvMVehVHEgFYq/iQBquArbiAFDcCzxj5BkLxIoDGKpzNKkkXuN9Nws37qnb5PnVBjDXJKxArDhgDxlC5s8m2di4KhH1CF4cvzNhRWDFgQBBDnMbdqBR3YxG7aBxGxXkkKlz42i1n9jUDiFYcYDiRtBvhS9jSb8YkMTFLN1I1LlxtOpm+NRABFYcCBIZJ1STdC4QDIgRUefHkcHt+oTgqzgQFa3c3rauANw48K0LwWmIvYoDESmlq7KJYnTgtbJVxwKhV3EgIlS1VgXgxrk7DRAhkVdxICrzHu5RF5vNi9MoOf4HyckSIq/iQFQQZQhq2lWdDy/OPCkaViBWHAArAizRs9G4RuvKjePJyhKFFQdyDZ9ilacuUioO3AZKVPBUHLgNIHIrDqzregWh4sDV/7Ze/a84AEA8VRx4auDXtTowmA0rgDdrxYF38jUY3roaT7V6RR+qUhPQhjvezBUHBuEQPfjdjcWA2Udq9dowykBkVBzgK1MpvneOlAmGmw05fsCkdK5Msb5VMaHiBlpNZF0UW4lgw73xKw5kAXzmO1QzluixYogniGteAYIztqGNJdFaImkDx48tXMBIn3qa9EnTD8lENiKTOE8IVbu3FdaVWYnEZUhmJKMylsipbRCNqXwswZYweNtXHFjXTCsEKY8Fk9L066M4rtwCBDHTC4ZoTYE0y/NjChcw0kcWTA6c9C2NyEnMF4Ihq64FbyWuIGtPkolgkFfbIAS1K8MrYfDGrzhQStXMZRf45LqWZxfuzATdL0C2ccPzYyYYadVgbsM+0/RkPWTwEvOEaAdska7mrsRNHRHjERi4tQ1SsAu0C4ZXwuBtX3EAWu0ABsengOvoLCHTYnxbNc1cP660VvuMbNGaSd/RX2y5iblCk2qwIrnEW4mMS6MYeLUNGLf2AqeEwdu+4gAjuBw55LvGfKCV9VgZvzxMMJnZPSRGdaJwE/OE2Bzgr0TiAs0lUi/GzQQDtoTBG77iwFNgXJ8Ac6SF9SuICSYPbuICrCt/JT4PnBIGb/iKA5S2CIxrceAt2RFYv3zajEk1eXAT5zBmlgB3JVo3PoGBwi1h8KavOICNxIjuQhsS4KWLrGsRQLvjk2oBgOfHvQuTpJQu5sFLzOceEoBWNdyVeA8tMSgA4zYFwy1h8KavOIB5D92oj3BBq0PXMrjIuuaRQjcOzKv60V6aKXl+tHAB3ae60A3Rhgl5cBNzic7pUjtXcVdidC7FVhWBmI+TusArYfDGrziw7CEEexxMVYC9c5Hnymc4co8zu8jzw+g4x5n9HkJQ05kLNzEX1Mxa4K3Elbi41hUBKTPqguGVMHjzVxxAGZlDJfCxBIACrvR+Z4wnlWEbx49XuAA0SSx564HG5a0mvhBvLeQYYKhmbmKwaxbk4GAbDNgSBm//igMrwHk7AHguBeMWcuFaFTJ8YuInnF+xFhWHbxdgOFzN7EYQAxUHCO/FLRAmKGlVmCAWKg6gnKb35K9dqK1zspkhGCoOvEff/AEAwE9BVBz4/v4+Qvx35rPMYvd7JATvd/gI3nb1n58d4eo/6/eV1F0WkO15h1JANojekeBtV//5GWSu/rNe/f8+C3G0Ab+Txr+l6QXMreDVyM4nXuoFGf2Jl8vem17IzETcLq2awWNIJ3Lui76p8Sz9DIxNj5ea+3svfDIe4oU/nrbt85/VPQoC/0dLoK9jQTCPEa+DT+ZPm8/mE1YBw2cAy5cBTN+FwJMozcAYAOsKsEbsi/VnjgmFawG+JTi6HAGuP/xnk/2DmGHFmUbg1MY0HgT4xpimREwmNWevI/6gnjObhdXLnMtkTBrQ18akChQsyZh6BuqtNgPrj6iHRHSJl+6xokrmSwSBjBqxM+qb5uZ10xP6RvtMoh9MzCxGlKkEqqbn6GXTvtHnPG9pOaOpQChT7cs0Ap+Nrjzrj9F8XJakZ+J1a7YZlYnnkD5l/p7MLhshM7up4vZFzxjSDfBpIMwDffEnE4RZ19l8nh5nokwDgK3pCZuegSqd+Nz04PmPyQMxndRraM6+2QDUegZ/MTFzl7TNwGj0tmlDwW1LKXEh97ilG6vHZUgeKz4ln9E3adu2P8mwUn/CSXYfetgEwJk+btv2senBPc4saCbGdAPG9PurS/P0pT7V/ow5+DREPXP08hnSjaIzrWEmI8Y/h5GlzgSXGZxjfsKGM/tPlTxIG9JJf+/7xGfFppsKHL2Vw/JluVBT21nrmegTGH8u1Kus+76pC3zLsbBZrPpSwqetR6k9ofqyoEzEJrIs6eMJVo+OyD4w6+bEkka6jwymAuI2Ezj+HIjXvJE3jwVzPQoh+oYchTDG/OGZ0G/GJLJdbyadlL7ZsK4cPWJdGeZonKln5hU+GmPSAgLHnwPjdQPmmgqIoHOBmD9onOcMrNRhPlmZHgA4XWJWj3tKBdBnJowZ5vNkJbj+RbyogKg6PZKjADyHHoACWs+hDeDq/zc4fB/DNzgI3sr06G+lQGy3Hs89+Nv8L4jD9q/MN4/n/vnx+JfEYbv88Mw/4jZng0j8AbfnpfwH0cg/lM/MZRCMt6v/XNXk8Sh+suaDNqHJ49E3cnoUTDTYENTkBc7t8eAZvFIecVchFOQRnZrMHuTtIWyGZXwwBuP4eKVMak+KgfRP+ErbxaMNRtwwSv0gAkbq10p1e2wMj8V06fZgjW7yKB8XMWf/tYeoYc5uZDCP1zub5ZFUcEFtD5bjuD3YRxI6NzK84sUYHrWSy2PJ9hHaeukqMsoQOjcyvANMSj8eD6O2hx8urXykYMtHlCFD6Nyy4V3AKrvvuwzpkUIIwT76KYQQdie9wOHHRyulfkcIjrSGHT0eQ0pVrSahMxjZZs/zTuCqB31Qzp/2sofcVf0QOoOhz/MO0IaU7SWsGR18F6b/8RA7w4/09voZnGt8tGp7sEKL2VWYeoEzaPJozO218+MjHiEE1zy4QsqOD5Ezbxwf7PMsrw9+x4R5gnIY5keOEPlJAJ0d9Hi8xomC+89D9J4Vf/Wfq//cQfiHh9DlBsHIY75BnFf3XuFvvVC8soLSQ/Be1YbovaKYn81qV/9Zv6fhMm4Fzhb73EpPsnzB6H3TQ9C8zuJ8wgaLc8az5jh7vNwK6E0vWmbibEZkj5TGwuBMA4r0KgqboG9GvNjcTxc+GQ+hQmWaHs8J4jjnCcJ/KPE6+GQ+ms/mk1gZZt2kgQHk1Zs5P5kVIHCNPjc9X25dUZoBYCxZcjJwLJGXKdQf/rMRLf+AW1r0RvigTRpnoP9gDNmRlmSMPkE4mwE4m3g2xqQI4lTPZPuPyaTmxKmNSQsoqJL5EoGyianpEb8QS9QfqmR0T7yICbFtPAhk1AiWUd30VfK4YKKPZgTqVJ5/l24oU+1vTdNTUkYacermt/fEqUwjoR9MPNH/sil9nUoCKhPPIX1C+eXLuMxVGvrhSwV8NrqsvtTUK/Pum+bmNX0X8WR22YiU2eibCJ9iRg2gTie2X/boB49Nz8AtVTnQCepUpROciSHdgFnrOaNvNgC1nktTAbgtM/qGdf7Q9NQr6p7Y+jRA0CxGN/ZNz/QuGL6UKJPRVY++qUnvuS5E36Rt237JZ2x6rNlyGWf6uG3bx6bPlFbMVZOSoRDDM1V0idHobdNmgKA5zozNkPY7WUwJ9JU2yffNSPhQEF1d2jAXIJ2UOvNaZqI0b2k5/7nJ4RND+iETZDspgGAZfIrned6aDwwxnTh7wKdx1nrOBCJDBDwLdQKwcqjyJmqQRjhTBfR86PvJMM5V8iLnE9iIyYN2s8+UsqU+YNa6R5kqDKbCvCVP6Jvm7D+QXyY/njNxQtzIiO2vbz0qM9DdY0wL5nqk9M02z7XZeBCvvvkAn9mW2kPMDLPeyHZ/S9WZ6mSM7pHNpgLRGJNKZHdjDs01F8ovZmScFlD7zaST6kZQ5jrzuhFW4rxpPXOgXs3JhPy7GWLnXDLQ1s9AJnGePRGYz5OIMDYzFejPGYwTa3/2ILozx5J6kWCsM6tBBXqSjbGFKDoxssDOVNQq3wngaz7JuZAXgKv/H37/ac8PvwvfigMivdoL/G0WipW2bh6rOK9yiNssGivM4iZ0q3s//kH0XhfE1X+uavJ4FD1Z88FpIpPHo2/k9CiU52Ydbbu4uT0ePINXyiPuKoSC+GnPmlXihscyPhiDcXy8Uia1J8VAuif5E0ZpccMo9YMIGKlfK9XtsTE8FtOl2yN3cSm9uGHObmQwj9c7m+WRVHBBbY8cGpUlFjs3MrzixRgetZLLYzmOG/cIx6O3bnj8KHhuZHgHmJQm3evt4YdLKx8ZNemLC55bNrwLWGX3fZchPVIIIVjCpGqxw4+PVkr9jhAcaQ1v9Bic7QXPyMg2e553AlcxT8KZ/WhDI3wGQ5/nHaAN6ULPNXuUx1EKHegT0dvrZ3Cu8dFyH+rRhLvYGTR5NOb22vnxEY8Qgmt4Q29dFDuM44N9nuX1IofXzBOUwzA/coREz6M8OFv2a5yI2H8eoves+Kv/XP3nDsI/PIQuNwhGHvMN4ry69wp/64XilRWUHoL3qjZE7xXFCN529Z+r/1z95+o/V/+5+s/3bPFOVT4bRv2fOJzl8HpbeSIn4slzBe5q4v/9N/wENvilx+tt/eLBjXidAf6uJn7+8wU/ef38u4BX3RlaTqjaonV6VxOXH37i+hFlj9cdqy95/A3iepdz+fn/+4mLAe9Orr283v1crv7zvZz4292OGHJXnsStvXS/lwAAXggfiJDiQUgPO5ruYJY9gsvFx5E9axbINmgN4n4Xy7OfqI3b57rHi+ARCK9UeYO+jV+vw0ct9gi6CZZ9ktcXrUPdgHSAGLL/DcfM02w9brD3qu8HNV7h2bJ6JYe/7QA8/XUQeD8Cb6yUtvV4NqLt/Ivg0R0+dDDzB8rNFF6F5hr+aMXu8VqjYGZzK3ypmUj1exy4XcAnyKI1rxkCj5vMGhG6/qmMnASrZqsNgEYuTrxVY+Z3w1fzlrlNHyk4MgTljSeNvt48Cpm9D8GyS/vdr1Z2N6SeOfMHlWXLsp8E/rwHCY4FFDqv8rfjwxqe2F4atlobXvZQDQkUBpzlOOp8I8IEKqlwcV5vo1gAJblhAXPRQ5GvWp6rVvWSOdaasw416yZ9Ezi/fOfStMdzdCsL7lvw3VfwNphd2ohCZgDwngP9Xd5P4LzLP3+BXVHc15Rcg5fDY2LNAUDGbYPAn/cAxEK6KnRy0y6kiaxbHo+A1YftPFfYBv2oMfVWqoe4vCx6RV7+NIq4YrQRMYEgwQVRWj5W5auW56h9ZPkW6jB6RpxzYMxjmV7a8J293zu5D3jKfvXlBNka2g1PJskaKGRG5d9z/GD3Mnu8WnYeWJpW37DiVs7ltt0yoTmmFOfM4KbbzeMFccZ8BQ9n7ztglFezG6wDBYv68Xwla7HbzLaHHpPa2M1VJ01q0sk83olYQ2pVQsujcc2i3r2uAw929QTo3aI/zPORFOwP1UwYSLXN9kHvhD5W88dzIelFutut1MPEjVxdr2jFEx+ZL7qrq1G5qxc0gXk+CcGj4nF35YTgyLmRWp6ndpMasxFGTbOxpnau4so18Omj88AmE9gXtdwnIGaEaBN4dsyLHwVM+/rXS54/c78MIv++Q8sJ9HfA7exbmTUNfLUTY7DsmcB0A1ImYOOLjrhqQOMry8xc9ATURlrsgImWArYk79QuJBVXpGy/mh/WC+JjcmHKWrqOK+qRm5YM5SfApWViQNVqUsoZy5h1cC3NC9BGk1zpp/tXNuCzaE0bSK20UsWGMeYx/Sh3xjilPJdO84VcnDVZRmSJ1mml/PYVqHe6VWibPQHrEXcpbcKKZKXdI7UqQaSXSVrTfQXKScp99JOUtsXQSWk3oO1Kcr8LjPz7jSQT2FeCOnuI+m/uJb7Kb9vSys6fk2y9b2WLWu4VPtju9oKzM2ZT5D2ApuWqf6Z5TvirMYfukTVlV7Be9RnrjepGcx0cPwS17FcCHn+VGbZ1uWS9zg0XZam56BrNF/J5mVTTx07ylbUfYSPykukuFpXsj5pN/RUx8IKCq9Go4kKOj2xeatadcCzKj77gkIlJy7UKtTwH2bMqySDc1L/+FUY7Rf1t6sdft8Nmp57xWPS+6+pCleT0+aZlZkPf3G9/1Sb9C/kVt+6bjpOt6s42463bx6qzFXkDuNwv40bk34OwDouuAN99y6iBcv9Wjr/ubsDwi+k2yQ3AX5T1iy9mtr0ssAZ4JF4nqXgGYMZZaUwpS/O+C84OQL67QWqRl2aCqpN9rwY+Mvef5Ub3kF4bsmoNOx4Lig6QfGRsie7NZLfKjZ2QLnssOABO8Ym+W0lFLW82wKWQPbCdqM2M0UttuF2oUMnnouXSGoDZX+0+9JMdgGSrTWr0de1Zj5wJ3/3iBmipL5BHQrl/pQLRfiQ7ym2rgE1uHHgT788RStN9szLDRrr/aNmCSN12Od3v913ql4J+bLvMMhfrC7bL5VIbOxGsNbfCouXqoPgimRu6divkJqBVsxaMIZyC9SsL3uPzlg8Y1doaw2OqRug1c5uJ2Rdc0LIeU+VFG6DLl1KW4AAnkI5hL5PxuIFqIihfgCIUf5pCpLVyH4jAt29W1ssubRt5HnxI12bFYO8ZyUbam05UsaU7SjVdJN7DfJRfydrty3LeZLZnWD5JJkr5TdpvWUsvOCLR1cZ8NGZD4r4TLNqARSH7gw+lIFXn0birudSKDDEiScgO2YaA5hY0zFz1Yx5HwmNdsPxED0E4qgmM29tYKHg7CHQerdwu7DprC/ptsvJvS9ajEIv9mkvKFEdCtNNYNu9hxl9zFlu6X9fZRN7ojhVzWf5zZytk7QXvUhbbhhbilzsuQEPQaT4GAn3lc7m+wY1UzFUvI1oeF5FvSJnWLMcudQhkldvO8PGOtaTibRiXxpIJNcIxAivLu6ODB9bkA8Kyd/6c9hLAjHE70U/fKtYjh9v+l0+glh8zPsqNTFAB9CAkGwHNMr0/OSdpZqC/y1/dOjsAP1g+P9i9zFw6/7cyASirF+QjI8eyKK356JGxDujyhpTXjIyMJ5eds+YR4KxVznaW59Kq5fmVrEf0mucRCJS9dXOu5JA8hGMj+2jF2UfGPgBW1uQhyNeugRmreUQcN0YNdmwnZFyEPDJ4prlYDwhIUmOT37nd2q78KPVcdnvJevhurzwIbdkn2d6Gbh8yln0fh6/yayYQf+u214SPMvn624UkzWAkhcq/zyCrVXa66eS+9JOcav1N2sgDrZzqupMJlZW/+uGjtfGloOOCav7E8LLvCrb1l5r1iy2Js6wv55Z3yIROrrmQ/efJ4XekGHfMej6zTEYMJqs1t5MosM0yy1tZzTNhzlqJKP3sq50xuUx3V7e87MMoDVd5xdwuVKyFY/bEcAiLljNUQqgyHAmjl18w6wkGhXLfSyQppdW4TZIcaWM9oKVMGf13pI29kVLuI4mKcZfynj1Q3KWUrSf4u5TW2I8oOyn/viVQ+fccKznCSI5Covx7KWWa5MblbDOrtgdZ29JueMHZzZaZmaxsbippoFeQoCTrdmcjjJ4QnQm6LbMObn2g66QXQJcZqeUQhVaTETVVsxembVTQ9dgm69BXgRRCC/6YyFrrVGBRMPPj0PXMNVs30TKJNhLMzHY+gk89K+8PIvQXJayAJ0/AeqzwZQ+iWJYAzrIEWOnyZLzLzGAl+jhLUAHvAQBg5N930BXuAWrQk3XH/b+CsyxPdiWXM3HC+lKLjZxzPcg3wsY5OSYBtZhQH6AnOsRkQe2pVSP8VFpE9zQoHRgqB8xHbgKEbIn2inyBhqagUA70zO7qqoNys3fAsVeYKdOASHEk1cLluXGplWIJxUDiPajwE7Bi1IKvynMuJpMT6j14XnHOXy8LWuUbvAyniv0cpELAwKstQgW8WjfEj+oGpb1ELRy+h69HaF4qZZob1VHucqTOgCSvTEMhFC6fF/dUkcM94TEdqsJSKYQJRRBQWIXYRkmJohSOmm9U8UA+kW1TciDKvRiDdmxaWWTww9ujQcmgdph7LPNvfvMb0ftJ/Kv/fP8VwrfCrOit7i14r6xA8F7Vhui9ohjB267+c/Wfq/98rxor) 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,UklGRtSOAABXRUJQVlA4IMiOAABw6ASdASr9CZ0EPwGAuFerJ7+koRQYs/AgCWlu+CbvAdN/Ph6h5l6AP4Z5b8dDNfN5wkpifhwABq4hKPetolHXy2czt8+l8gP5Hwl+jr/tend6cfSzz0fpO/y3St//L/////4Qf6f/5v//7gHnm+tJ/wvV2/8XoAf//26+mH60f6X/Dex3xA/U/5P6//bHyGfG/eD1wcc/rX+X+1nqZ/NvwD/U/xX+X9PP+3/rPFf48/8n+Z9gX2j+uH53epnsQdU/2//v/yvsEe4v3nyHPgf+b/mf817E/q3+K/8/+a/y3yAf0vz+/4/gw/kf+N+5HwF/1j/Tftp7sX+L+4vo5/S/+H+3vwH/sr//f94EUECex8knqpvVEKGYJE4H0FCy3TRAisxNkUvGY/htnWZd8zPcFlNIENs6zLvmZ7gsppAhtnWZd8zPcFlNIENs6zLvmZ7gsppAhtnWZd8zPcFlNIENs6zLvmZ7gsppAhtnWZd8zPcFlNIENrb7bjgQK+qS8imDWIYGtf6n5BFbhDrdwITXDtYsy+K/hRqTIlAwrd1LJrjuWTvO8k+4tfTVNqp8UHNg+mqbVT4oObB9NU2qnxQc2D6aptVPig5sH01TaqfFBzYPpqm1U+KDmwfTVNqp8UHNg+mqbVT4oOW46FVCP/BX9oIuLyeGyEW9yQaSQ8r34IuQKu5/4W5ZrFP0onDGh+Lh1tpROGND8XDrbSicMaH4uHW2lE4Y0PxcOttKJwxofi4dbaUThjQ/Fw620onDGh+Lh1tpROGND8XDrbSicMaH4uHW2lE4Y0PxcOttKJwxofi4dbaUThjQ/Fw57grQiLToYfwQ6AptVPig5sH01TaqfFBzYPpqm1U+KDmwfTVNqp8UHNg+mqbVT4oObB9NU2qnxQc2D6aptVPig5sH01TaqfFBzYPpuZQ+uonWn69iFJoshTpfmOzTjf+pHsgUTWjXMhBRlqQHfKJC7VT4oObB9NU2qnxQc2D6aptVPig5sH01TaqfFBzYPpqm1U+KDmwfTVNqp8UHNg+mqbVT4oObB9NU2qnxQc2D6aptUomkt6UuaUMdnkYArEna1EpHHTFnL/alMCQldkVi76Z+C4HExHDB8UaptVPig5sH01TaqfFBzYPpqm1U+KDmwfTVNqp8UHNg+mqbVT4oObB9NU2qnxQc2D6aptVPig5sH01TaqfFBzYPpqmvl4RJAvcqI8bcDNzl3sLble9cF76GnvTrG9kJ0m964L30NPenWN7ITpN71wXvoae9Osb2QnSb3rgvfQ096dY3shOk3vXBe+hp706xvZCdJveuC99DT3p1jeyE6Te9cF76GnvTrGpyC7mrySfMqlrk+YfprSiHJzrpDcN+EjxOIrocI72eNwHpN71wXvoae9Osb2QnSb3rgvfQ096dY3shOk3vXBe+hp706xvZCdJGTgMgqKM9pSsTV0Yl2+gqoivplzGpO26jEjE42+C7Xmqk0JnxUOX4exp706xvZCdJveuC99DT3p1jeyE6Te9cF76GnvTrG9kJ0m964L30JL//B8W0lg2jqvRQ2Wq/QD42eNoEuw4yaMH0uHhch4ifLSCBjU4PuVyQLRUMkxwsRGCQ2VHSxEZJjhYiMEhsqOliIyTHCxEYJDZUdLERkmOFiIwSGyo6WIjJMcLERgkNlR0sRGSY4WIjBIcEvcFBh3WADUpB2u4gK/EEvjSVQhAMw1FC4G2cm+O8/kmxgLTO5E9pW2WKCbAgfTucNOsb2QnSb3rgvfQ096dY3shOk3vXBe+hp706xvZCdJveuC99DT3lCHst8C9OE1XhNDT3p1jeyE6Te9cF76GnvTrG9kJ0m964L30NPenWN7ITpN71wXvoTIFVQp9uK614uW8TnITpN71wXvoae9Osb2QnSbiwes3shOk3vXBe+hp706xvZCdJveuC90pKJAI/eS5wcP4AfTVNqp8UHNg+mpsJBly8nojxmu5wcP4AfTVNqp8UHNg6n5nZ90OfJ8jgbX1Mg4fwA+mqbVT4oObB9NTITx7aD5K2FSdbo0nFP6onSb3rgvfQ096dY3shOk3vXA+i5vgTs9BhBMQt01TaqfFBzYPpqm1U+KDmwfHiJvraglC7ITuq0AX6Hl1AyP41U+KDmwfTVNqp8UHNhHKqzIZoQtEZq+LwQH01TaqfFBzYPpqm1U+KBPlMeJyXpFB1JZuLGeI3clhT8APpqm1U+KDmwfTVNsYiW1QnOcc+a/XQYH01TaqfFBzYPpqm1U+KDmuG68igeGRGg9DUN8VT8APpqm1U+KDmwfTVOA2c1+cmBetarIUlBzYPpqm1U+KDmwfTVNqqEdbjMGnxQc2D6aptVPig5sH01TgNnOjZI0da4yjEu1U+KDmwfTVNqp8UHNg+mqcu+BiKv8UHNg+mqbVT4oObB9NU4BrW7/vqXhaqfFBzYPpqm1U+KDl01nGG/Wiveyyo1eunJjcP2wvt69B7y1BEmaFOW6Zpydyw+D6aptVPig5sH01UdYjKaQvU6Nqp8UHNg+mqbVT4oOa3jVEo2MYVMz4xirA5rhhrzoDR2os8kwW84u+GxP3/gTJjAr6xUEjkHCm1U+KDmwfTVNqp8UH8GzOorVPZetI2ziEWshSUHNg+mqbVT4oObB9NX9ZGjotQLVK0sm1+OyMZwFgUTu3FBqkjBcMA09NaNPu0H8FNPuiypn1yYaIA3vdBXJNAEppRv96oT9tRw5kSp8UHNg+mqbVT4oP4JYY7XwtW2W2cQxPSL6fFBzYPpqm1U+KDmwfS6m3GFXViFCChIOw2vENV9aA9nzIr1ckcOYS/doq/Fz33GQi+gfRCAYq9OjOBpysYU/AD6aptVPig5sH01jvKkhehIKptVPig5sH01TaqendVisucNFlRdHNpezoy0pNGLL16waItjgNTtYO6AmZcAg8rxSALgRpim1U+KDmwfTVNqqBbweD1I/im1U+KDmwfTVNqp8UCZmngYMs85esdDYhbWdSIoawqyTLvURN+4fD+AH01TaqfFBzYPprAFMuV9yK0OD1I/im1U+KDmwfTVNqp8UCi7y4Yyesb1C8+AGYpHxl5J9G9JH4+5zgE6ps4OH8APpqm1U+KDosuTo1nrx3HRj8P4AfTVNqp8UHNg+mqbTX9lOWhpxQKONRcrtcp4F3WIOhFT5mXwJQufxTaqfFBzYPpqm1VAKoB5gmgYT3NumqbVT4oObB9NU2qnxQIqztGEbgjT55UDBzi5q3lRR317ZSufzSc5X6/dktOPmuiFC3bxIJ5hXEIoblEHvusFmFNmAraM0+KDmwfTVNqp8UH9vwBkKoI1fF4ID6aptVPig5sH01TaqeirLjoPSvt/r0mw6VEIz6HHrr7OZEreHss+QYAMrwW1vfhOyeQsjZlBzYPpqm1U+KDmwfTVNTCEGp323EOX69CQVTaqfFBzYPpqm1U+Jk1c2QLGpGIAxu1Oh37OsdKCjGK9dREGxeWdx67EGpRPT96d7kBFgkKvX1hirBcnJScDgsgSY/WR7yQH01TaqfFBzYPop2dO3wvPv6m9H+Dh/AD6aptVPig5sH01MqthCY/+l09VUXZm7kfy9oFtl9RfKaqfFBzYPpqm1U+KDl5ztBCkoObB9NU2qnxQc2D6ap0Z/2TDFdEKKWQk/SA+mqbVT4oObB9NCXq99Dim1U+KDmwfTVNqp8L26gZq8rOX8629HEl8k0p2D6aptVPig5sH01TaqfFCDqdG1U+KDmwfTVNqp8UHNVtvk4BgkRYNaa64Yron5g/wnkglDRN4S5yIUUzlRdIb7GmD0UrV9NU2qnxQc2D6aptVX1wp+AH01TaqfFBzYPpV11kkX5QbkEBoU+yjkdycjpebgz9r661PfmbUcrmGpwpv/LeH8APpqm1U+KDmwfTVNqqBw+nNg+mqbVT4oObB9NU2m4F/B2MTwqAJAYOcl44WQw/Stnhsf5cP/DMltC25rsWFHJ71OMdy4DSsd8mkoDsLl6UUXmnSv3vmOCVEMtlcmLBBjNNqp8UHNg+mqbVT4oQclMNJcF76EZAKDmwfTVNqp7S/blezIWf4/MK3EZYB1bsY0mPRlUXCx3NXLEsD2JLYZHabOMGdW93sJASS7FZi4fwA+mqbVT4oObB9NU2qr5Xw3R1jeyAHHqp8UHNg+mqbVTFqi+gqRbFspZ79zfPrKWtbiQpDgkL3cOXrOTbS4Iyh3qIegB7AU2qnxQc2D6aptVPmFu6QmxTo+Ugio9W0ErgzHSxoG+D6aptVPig5smlv+xnC6mQdFGD19VPig5sH01TaqfFBzYPpxVLGhJim0kx5FR6toJXBmOljQN8H01TaqfFBzYPpqYTlecSUmYt9YSq9xdgBld2UIQM0/ylRfLRmsZArpqFoBVNqp8UHNg+mqbVUDiAqJDY1Ua2TsFdtMMjK+WIT1mmVQU7KJJa7PGhdSsnVR2D6aptVPig4JeoAikJ+k55exI4RestdhoZjQiQjGLBR2LDhZVMcDdLFUZfuCoObB9NU2qnxQc2D6aptVPmFu7F26zDUqHSnRydYfoFGQmY3+GoHkvDX2aQKcXUrJ1Udg+mqbVT4oObB9JcCCUm89KfFlKxveyNIx718QoRcrStYYk4BAQL4hAd3dWbponGqbVT4oObB9NU2qnxQdLe1jdKxbDgbzbc/gB9NU2qnwj7nzsgz+sYdRwUF8szAK0xAijqTXtTGjIJ5rI600QRDkCJ8RFDRNmDniTWApht1L8ktyRhwN8BwDpAfTVNqp8UHNg+mqbVT4oQdVhpycI/qd7tolPwA+mqbVT4oOasMAx3lj3eFh5RjDhI2/R5JYJNuwfNRsgRpClARVafKG1U+KDmwfTVNqp8UHS3qdG1VAwQH01TaqfFBylYFTeiX7EIkxiz5DdCmMtq6hTJE/ojcPhRqlKjEybkld7h4nL5Nqp8UHNg+mqbVT4oObB9Xl8fg4f1HYPpqm1U+KDmwfTV5TCdnxAEXqp8UHNg+mqbVT4oObB9NZMW9nfs/lft4Fh8NHTXCC39b3kvCf2fz331W+H6unNg+mqbVT4o3MOgtwDRJpoHlHCIkWJJUIoaSbNarxRDtZPPpym1U+KDmwfTVNqp8UHNg+ryyKO3Hl8UEnmpAKkfm3DWLw3Peif2fz331W+H6unNg+mqbVT4oObB8dPSdviDY/+5SOwkT7zEi09/JbXcl8cn+ptVPig5sH01TaqfFBzY0o1w1/sUloREjugAIwHdLJJu9eHpFH2PxvmpTp8UHNg+mqbVTCANeZGpwyLFsdT1E7M8VtK/IYAUfMp780QSbGFvxrwyH511uONkCjnYtW8oVeU1U+KDmwfTVNqp8UHNg+nFTvTn/xXvbT4cIBi4mQfPqdYpr78z0VOJFUF9yQH01TaqfFBzYPpLpIS0KpTo9ASaDHAueoQ5Ixb9hohlNzpenoVggof5AYFNqp8UHNg+mqbVT4oObCVRAXYGQ0q544YchGcnHxCgZt7qG1qNHUCoc8ALuSA+mqbVT4oOWnsplfmh3zWMUOe5QFrKq86QY1OjgChAAzM7FG2hhkooORishWg9FC1U+KDmwfTVNqp8UHNg+mqm1ILsDIaVc8cMOQjOTj4hQM291Da1GjqBUOeAF3JAfTVNqp8UHNg+mdeuknRbnXXpV5sZw3XZBVNqp8UHNg+mqbVT4oQdPjJ1viZZEeNZDRT9v5GO6xHOVKhVIQpfQ0PH0Ydf4N8H01TaqfFBzYVWZ1IV28BvTDLjm4UHNg+mqbVT4oObB9NU2qnzCzQhN/U0WOJvDeGzMdqxwvmF/mTxcDQj5mKnmBCda4N8H01TaqfFBzYPpql8mYjoiDKeRwN6Yc/F4KaqfFBzYPpqm1U+KDmwfTip1gLuETJGcFMyFHpp+zhYyWqnxQc2D6apr2pHYMWXj5Lys6rma6NOgPb2kqSNBJvvr2ycP4AfTVNqp8UHNg+mqbVUDhmQJlP/A7+ENGVIBRKIQ/F2QVTaqfFBzYPpqmyCOdDmGKCLN1XT2+gin0hQdnk8Pxf8APpqm1U+KDmwfTVNqp8WdwHf9hN09tckdPJyF7YHefojpe7P1mccC66P/dBeQxZP1eAstfTVNqp8UHNg6A7jGUyGQ+Evkl/xTCNMPp0YApAlUtSxC9fEUUrvqC4nagGM8z029GqpFCqbVT4oObB9NU2qnxQc2D+VML9hWV1qdtCCQaQE7CfOLlVSZYox3aiEtGv/IijhvGxoUCOqqnxQc2D6aptVPigt5royikcB8+atxVnIqtg+mqbVT4oObB9NU2qnxQg5BnkektBp/g0hn4C7zXr6qfFBzYPpqiCcgkZaInb/HRIiB8FlBPwA+mqbVT4oObB9NU2qnxQdLWE5L4DobfBpFMR5tjxjaqfFBzYPpqm1U+L/+4IbPkK1T4oObB9NU2qnxQc2D6apxE+EyMXSXqnxQc2D6aptVPT4xziAoYFCsRgnr5At4fwA+mqbVT4oObB9NU2qnxROSXqxvZBj4oObB9NU2qnxQcyIOyPCzX96ALrLkvkfUQOd9LibXJzaFn3rI6fyLhNvW8de19NU2qnxQc2D6aptVPiiCJcku/VVXshOkDvXBe+hp706xvZCdJV5+0vt+o+Zfoae9Osb2QnSb3rgvfQ096dY3shOk3OV6CpyTprBe+gX706xvZCdJveuC99DT3eQtSoL/MD3Zf+7YVav2DmI0fO2ecdmB8BQvtB3Mt8cZm964L30NPenWN7ITpN71wXvoaH6hOaa6/Of5PCm00LnDpAbeyErdXDO1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NRiYtTU1NHCNnl6qjGPoQNYFS4uLi4uLi4uLi4uLi4uLi4uLi4uLi4uLhsbLi4uLi4uLhsuLi4uLi4uLi4uLi4uLi4uLi4uLasc8vq5eqZizhjfSIQMw500SEXLpKPi5H5SIkAGOdSH2F9IuB8YXkko9A/5kIYn5VnJSDUInRYGmSVKSgY075B9xC19nJ1Klnb4QXRmRYkYf9qigRxatiHjRfaHbcG2qzWzkVcV8Z+InTOSLG6dEUt884sbig5sH01TaqfFBzYPpqm1U+KDmwfTUxlYPDj0UjazHQJYYuLYFAqpLGvUiDVVAKeOOJsmLJa6Qhr0XSb3rgvfQ096dY3shOk3vIBe+hp706xvZCdI7mH8BFfxOkACMNmMoABVu2UJeSuSjP7xyNG6oTp7jtws/qtvAB6N4tv8N+60MJFO3/IutcqpTFfUd9rB1XxlrzYH+zYx4bI/BHMpOvaFyPj30viatUYc7GSwqQn6nn3sKfrjQ3bGJMGGnoe3UMsRr9XtQLAy3wNKKxUhhpQBmyiVqrB5qEilnWxe0SdUy7z+DcfQXe7xd3FTlYHy+gx9FJL4uyCqbVT4oObB9NU2qnxQc2D6aptVPhH+Pk0w39hMxrgJzlQsIzSBD1/15HTJ3AUvpGitfXXH4gBq5FeSA+mqbVT4oObB9NU2qnxQc2D6aptNgm0ZJaBvBqKIynzZIstFpt57cUiQirdcdgRMO2ThF9vtBsO71KogOImYBfrAMrDl+lXhUJseDcjIjY2NjY2N5vVTU2pqU1NqampqampqampqampqampqampqampqampqampqampqampqampqampqampqampqampqampTU1LO15BDR+IjTf9mLUYmLU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1NTU1F7ykF4doIbt8UCGJwVjw/4DcLxvY8uZveQC+GUeLpS/6Te9cF76GnvTrG9kJ0m964L30NPenWN7ITpN71wXvoae3CSb2QnSb3rgvfQ096dY3shOk3vXBe+hp706xvZCdJveuC99DT3p1jeAEUHkMGcMdfsYxqVDTGJBvwStUV68gS426ZtAxr6qfFBzYPpqm1U+KDmwfTVNqp8UHNg5whpHXErG0UzHN49o9KRXTFOyptAkyNL+van5C7r1nkyBLBbHHomqchNAx6LqnxQc2D6aptVPig5sHxqVoWEp1pOaI7lrrGwp8JTdmHreQ3e/tS+lcE6s0/B37QyLjeErjg4fwA+mqbVT4oObB9NU2qnxQc2BJNqHEyeerrO7MODQfKvnAl2sPTx3wfgB9NU2qnxQc2D6aptVPig5sH01TapQ4ZU3TODPCaAk9gNA/d+xkZmKFjglQuUwyhm62TRrgAImr3OH8APpqm1U+KDmwfTUy9JHnlUvOjCccS4BY6AmCA8Fn4VE4Dxrnl1RN0/y21Z3ICm1U+KDmwfTVNqp8UHNg+mqbVV3PCEbiO8gF76GnvTrG9kJ0m964L30NPenWN7ITpN71wXvoaGffsVHlV524BCzrvU5t86Te9cF76GnvTrG9kJ0m964L31q9G4jprBe+hp706xvZCdJveuC99DT3p1jeyE6Te9SN9+kOTlw5PBhf8Uzxw/t/VCyiA0pG16ga0EDbdVw+iinAnJF+tYNRWs2964L30NPenWN7ITpN71wXvoae9Osb2QnSb3rWs4mS1mulJNpWsjiwl0wUJBbw6w4VfD06xvZCdJveuC99DT3p1jeyE6TeyC1b3Cd072EriDh0WQWkHCF71wXvoae9Osb2QnSb3rgvfQ096dY3shOk3sgtiWbyq1ROycjIOywixvbTclPyAGZKvATNEIrgfp0YrLTnHABkpMWMQOtvPKaqfFBzYPpqm1U+KDmwfTVNqp8UHLYCDkyteH/AfJNYM9L10Dm1yYYSb+44CxQSf+IH4AfTVNqp8UHNg+mqbVT4ResxSkBAEIDgqfYWqnxQc2D6aptVPig5sH01TaqfFAk9MgJO2VYePtxEycQykAvfQ096dY3shOk3vXBe+hp706xvZCdJveuC99Av+nBamhp706xvZCdJveuC99DT3p1jeyE5CF9wF76GnvTrG9kJ0m964L30NPenWN7ITpN71wXvkhBf1PrnZBVN7lID6aptVPig5sH01TaqfFBzYPpqm1U9D3ws9JmJ2JKLjki880yqbVT4oObB9NU2qnxQc2D6bP0gPpqm1U+KDmwfTVNqp8UHNg+mqbVKr5O4I8I75/IJKDxNxKR8UwTEHMPEIQ/lZT78k8FAmzbRvC315+cB4IRcY9m2tF1mJ0+KDmwfTVNqp8UHNg+mqbVT4oObB8dLU8cgGv0e6bBM2KPamEZycKKUBeBySqUGcAPpqm1U+KDmwfTVNqp8TL6DRmWFvvFHlwuUAuYmwt6n9FmiAptVPig5sH01TaqfFBzYPpqm1UxNQQMh3M9cCgyJ6F5zNHCSJNrSQ4Z5TVT4oObB9NU2qnxQc2D6aptVPig5qwwenXSudF8Z4EmMGfzhaFphkQFNqp8UHNg+mqbVT4oOvGvH8UHNg+mqbVT4oObB9NU2qnxQc2D6aDHzEb2QnSAyrgvfQ096dY3shOk3vXBe+hp706xvZCdJveuC99DT3p1jfG0NPenWN7ITpN71wXvoae9Osb2QnSb3rgvfQ096dY3shOk3vXBe+hp706xvZCdJveuBS6VNasVteyEMw6ATiAzjIsLGvUwtSnxQc2D6aptVPig5sH01TaqfFBzYAxhmiGYxYgfXa1xRK9RJS6zcO2QVTaqfFBzYPpqm1U+KDmwfTVNqp8UHNg+mqbVT4oObB9NU2qnxQbYxrdJU2GDfHPWyjhu0fXBsgHF2Vvhe15XroO8IFC9f0dRqBLifUBZeGuRpn690XXX7I30JKNNFZl/15nRRyWlnl96qw8pVM5qp8UHNg+mqbVT4oObB9NU2qnxQLEcEAukywwyXzmsEojQMRLr+VCR2Nhmqym1U+KDmwfTVNqp8UHNg+N2MofoLH9Ydmhh6bLBPcVfj9kA5BTaqfFBzYPpqm1U+KDmwfTVNqp8TOMBTDnOM1qd4Kc2SeZ/awHxQc2D6aptVPig5sH01TaqfFBzYPpn6f1akeN6isVx6bSqjL/KaqfFBzYPpqm1U+KDmwfTVNqp8UHNg+mqbVT4oObB9NU2qnxQc2D4/x+CE6Te9cF76GnvTrG9kJ0m964L30NPenWN7ITpN71wXvoae9Osb2QnSb3rgvfQ096dY3shOk3vXBe+hp706xvZCdJveuC99DT3p1jeyE6Te9cF76GnvTrG9j+oM06JZVh4A6I+fUb2NUUIMb/LE74m0s6nYvE5PhEfblPwA+mqbVT4oObB9NU2qnxQc2D6apbCzp10LxXBcexBrEfoSE+y3EUM6eaGptVPig5sH01TaqfFBzYPjUAyTNZSPkJy6Ss/gB9NU2qnxQc2D6aptVPig5sH0z9J/bDvD+5i93KoTQVuoCpQJ4wSh9uCumSpbshqKdNeBER+clRluPMmjNYGIBtcjGabVT4oObB9NU2qnxQc2D6aptVPig5qwd6hHahFyUBJWUE+eZuOn7e1nAxs3Vo+mkKr6aptVPig5sH01TaqfFBy1wWu9vz1EZssinMVDctJB//AD6aptVPig5sH01TaqfFBzYPpLyWVg+2j94LTWO27F0AgKPVT3p1jeyE6Te9cF76GnvTrG9kJ0m964L30NPenVjOKxngShil1jeyE6Te9cF76GnvTrG9kJ0m964LTSLFL3rgvfQ096dY3shOk3vXBe+hp706xvZCdJvefBtbodgYV3/pez7+ajZdHC+pmjQU8E7UmjRFQgi6Te9cF76GnvTrG9kJ0m964L30NPenWN7ITpN71wXvoae9Osb2QnSb3rgvfQ096dY3shOk3vXQ8XSb3rgvfQ096dY3shOk3vXBe+hp706xvZCdJtVlOqUc0Ax5i7TcTnxzN9vBkul/M9dj2dk4FyP/agtoqEtFPfqxuyPxxTaqfFBzYPpqm1U+KDmwfTVNqp8UGzkLkPP1KXA8alFCtyL12/nqXWWvx/g3EB9NU2qnxQc2D6aptVPig2cAZHRRmPvVEQz/GSbOgxcHD+AH01TaqfFBzYPpqm1U+KDmq0n9sO8QLwXwI1U+WQS6KVIf88KaH7ZSBNztPTR1+/Raw2yrX2zpgsVgKbVT4oObB9NU2qnxQc2D6aptVPigThahgxE3lN2DRs6aAC/KQD+i4UowAgjc6u8/pOrYPpqm1U+KDmwfTVNqp8UCbCEeGkJFWsow6SK6dmbWK+S6AetMGSfk2qnxQc2D6aptVPig5sH01TaqfCU8ZC0je3HFniZvs/8sAq9+kpb+qwbpXE6A87kmDsWpVMuWn/aQV5a6aptVPig5sH01TaqfFBzYPpqm1U+KEhTGeBKFoKj2mqbVT4oObB9NU2qnxQc2FK0jNwPpqm1U+KDmwfTVNqp8UHNg+mqbVKpOFk0Ckfv+utOsb2QnSb3rgvfQ096dY3shOk3vXBe+hp706xvZCdJveuC99DT3p1jeyE6Te9cF76GnvTrG9kJ1jxdJveuC99DT3p1jeyE6Te9cF76GnvTrG9kJ0j5dp01nBsXSsCfETBYEjZqsX4BjoaYnTybxJ6t/gdHjCxxQzLN7T8DaWmwThNQ6k7an8HFvQqzfjCFGm0qwcKjCU1Z49oDveTiSzA8CxavbHNg+mqbVT4oObB9NU2qnxQc2D41AiKJjdlFEYbNq8Qc2D6aptVPig5sH01TaqfFBzYPpqm1U+KDmwfTVNqp8UHNg+mqbVT0qFdd3LjyBmauqyXgyf7Qq53ufWSNjh/asbxyGeQV7NVPig5sH01TaqfFBzYPpqm1U+JopKc3oDxAZ3yFEmnAFWppIy9lhb5btn8tyB91Pig5sH01TaqfFBzYPpqmviCg6xsQtWPuKlQTNeMFBrLIwn3Zqg1b2wKFrM1AhxNmXKfgB9NU2qnxQc2D6aptVPig5sAxgKYc2OMEtQyKX0UZZj2CYgQFEwHqEfp/YI4bQIWe7Zmv4URLCvCOola43+OBLppIKx+Lh2QVTaqfFBzYPpqm1U+KDmwfTVNeqLKsVu5ICpM+FCoL7mqnxQc2D6aptVPig5sH01VrV1sXBw/gB9NU2qnxQc2D6aptVPig5svI8IuLEETa3v7+/v8DMFT7cDZN71wXvoae9Osb2QnSb3rgvfQ096dY3shORXvWZe+hp706xvZCdJveuC99DT3p1jeyE6Uv+k3vXBe+hp706xvZCdJveuC99DT3p1jeyE6TeyeWnTXADqWUBfz4wWL8xtVPig5sH01TaqfFBzYPpqm1U+EUB+ApmJ1uIJqpaPpAfTVNqp8UHNg+mqbVT4oObB9NU2qnxQc2D6aptVPig5sH01TaqfE0OLIu6y4e2ryAaCNjJZv5hUvjCpTyyAlVQCI1A9WSCCJFeIOhYB6rBRiIjgYNvAvPgipTfsacEHH70FMSSAGEPiAXCaioOAa7puVIycBX19FhPn/Q5BW+v1hvNulWRAU2qnxQc2D6aptVPig5sH01S5vZc0oY2BSif9RLMjWoE7KAxESlK2YBLMbmQc2D6aptVPig5sH01TaqeikZiBOXb04QgK+GXXiRe7jc+0bBsBTaqfFBzYPpqm1U+KDmwfTVNqp6OjVhey3l7Q4tE6n8axbhvneoyyICm1U+KDmwfTVNqp8UHNg+mqWwympd6xJQsoZTC2WFL6aptVPig5sH01TaqfFBzYmvlG1U+KDmwfTVNqp8UHNg+mqbVT4oOx8tc+2d6ZYL8s51jeyE6Te9cGCpJveuC99DT3p1jeyE6Te9cF76GnvTrG9kJyK96zL30NPenWN7ITpN71wXvoae9Osb2QnSb3rgvfQ096dY3shOk3vXBe+hp706xvZCdJveuC5fcpHYra9gKPYeUiibrufAGwmt1py+96DMB2RxemCSH7FkGSxwi0GQUbhrAyWUHX4NEAHRlr1I4dlZCniS2vdLqGtkgr8AAKgX5mUP+xCUhV9om2WYuH8APpqm1U+KDmwfTVNqp8UHNVpKm1RG5MbbVhwTqEQc2D6aptVPig5sH01TaqfFBzYPpqm1U+KDmwfTVNqp8UHNg+mqbVT4Tj1jyD7iNOTE7K7UvsLSFI/W8XFSouZaQVIuRm8U2qnxQc2D6aptVPig5sH01TaqZELO/JnCRfCkNYZyDXVNdu1tHiJw/gB9NU2qnxQc2D6aptVPRgz7ZE3Mrj8FAfsQc5lUY+lHBu9SIhJ53wjOaNYsuUnR/8APpqm1U+KDmwfTVNqp8UHNg+OphaPkNNi9r65TT0nMJGccRx6gDO4iyBjgAZYztfvi7pM0PAjTz9lf/JJheivKfgB9NU2qnxQc2D6aptVPig5sH01S2FO0YkhG8mPW9KZ6EOyCqbVT4oObB9NU2qnxQc2SdRKvVNqp8UHNg+mqbVT4oObB9NU2qn1EyOQAAP7/JLMqINUs1C987X+vWnfku9flxVsQ4SExyeleaOlePF0awhExHh7qgtEGeaoSzxKmFzoow8bNLEzjgPokWYE44yc/sqsyYs2yxLlKhz3F7bniYtQ64m5ZvohUKlONwXf48ccvEnmlBCaoFRB9PXz+H2c+bVihjmJp/tb2goH7Nyh+Yidc9CpYZVxSF/bMoMuAvHDYCtwAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7AK+wCvsAr7ALQz2a4sXzq6QDfcz/16GMLfqO6Ggpn7fsttjf3j3Lmxj6uuJbrsJsJqImYAuUbGCEAy0hm5xpCtxaG1ulR76XvNublz48ylLXpRAaRqtRGTq9HiAs98pZ8O8QKrs+0JfsAskl+WNjvLxBVS3lEo95AEp+sWAX4d81j5/e41wK4g4V3ntIjZKPgiP4tl78C8q5ykYTXP63wgKCTcBXzsygquJ4X8kWZHxXkpQSCkfWZylGPsZZjFvXAqrHxDmYP52T1anlzYfhlw0sLLTlpm8uysPQAzi0k2xK43Hk0Qsno9VXg7p4ILvj2sqM6gyf8qebWTCUFgAk3siv/YFmLghsxQAAAAAAAAAAAAAAAAAAAAPeIXCUZqRJ4lQEGgrW4N5DsDy4UjuVr49hA0Fy1FrJ2+1ivxwakAMcll4g2w2hJ7n/ecztGdOCRliNEHmNIrB4hM/NJdJ3EzPi1NGXvsbiF93dV5RvcVTUMgphVFexwK1OhH/GV+7KDtTyhL9DZVORTYUYPX9oU2L8gAAAAAAAAAAAAAMTpAL8khbxncYDZD5HCmBe0kcYeaQp4rQ9i4cPhELGEu2gW2d783TjpxFToyYqOvEu44SHLADPyT92MmC+m97tdrkNXsgIsC34qAuwcDkQ5kcaGrpYsbrFgGSQlEARbK6FajwEH3xL/yLW+UOVkGomfIdpbfg9O8WXVwQ4YHfwqhTVfRgc1iJIBuGj3yMVF9ZNaCA9UmrgcoPKQIJa7SjYnZi02S2/8NS8SBvcr6e2BYthB2QjalWml8U964pnUASWTJxit4bWb6RkPtdA4sUFoAAAAAAB0hmom7H577geEGZbG91c9NWEIpRqee18QxXYeu9/KdAwzeUZZk8NxDpZDvTJZoLQPjc3Kn5ZfChwmaCyEocbk0eks6Wov93Th5xBTeCaPG9OlReKNkfs7J5PzzHmHuM/2SN++v5Q2h1dhVY/HTLVjF1LnCWvYZH2rnSy1xnDp5H7ZjGBSEe1mzWoiyhuc8fx0b/AkC75KEBrs3FQmKXaXFqZKjcpsYxqooqtIZ+sO1dhLWm3Wcsmm0YMIOooULh2lj4cRhkL0tzuYrWN/Gdshuxb1KbLsS1cxjFGsM/740pU285N3d1BaRx5ociTY/A3hZemwQ75IEKhUm9A5SAAAAAAANxGBl/6hv9xPc9a0ftbhSehgSnTJTBDAHtTSQ+521NuuT7I/HJ9AAAAAAanw7q5xkHoIAWqvbfqhA4WKZ6qtLNlUhp21UfPikRnXTP11+vgowmwISG6KQYR2SODQvLR0QsgX8uIiwJlAJ42lZiO1ZX0uA7fl8sKhwoVK5o5AeSa6IsrPtUa+Mh2oRsS8D5CTBx2OZxSlSqNIT7YEqfNwhAujT2+PTPkMGxdZfBB7tl4a4h+CrHu4W6LuNFAmAOijfpC3DpNx79RSIXJ5fs1+ZV560HMKfhqlpsypHTnsjn+Y2VAjUqlEh4IMWt4BSag3tjrSVRVta1UnvCAAEa72evX+xmpOpEGa5kAIoKMrAvqDqZyqJ4m6Di9/uyCwoTdeI3a/E6OSfYz0GevvxoAMFveHCS99yRNLUj9C0DnAsY8+cMDOH+LJCbolH9jG/eES3x+dnjb5k7QbE5IFZCB6F6Q9MQK2pYFritIbwXvmoldbuBd/9ZBbHebM89gKL0/rsJRw6KAGwUfltS3xGDruA8zxBKJ5dlaIQomMjts70RJh0AXgSYH2H5dkiqptxOfJIPhlvT3znY7PIGvFSSzFDhI9VPpgZrnxLAb4tslUVbWtVJ7wgABXYjZ9pjDFntekzQpbwnFBVByR6Fco1TQqz1hCBtZKlNnoo3rjiBMnqUMufB2VVML7XcscZAvrqfDAmtv3yJTtkuF0qHvZOSIM1viJrw3+gskcrdgsVLSuuJI3BtA2pur0hmJ9MOPgV67yu4Xm9TJh5GGeusNNUeglsPf9RUTEe78DmeXgWI/Z+93Wk1VLjF0m30L86xpiQIYl8D5C8n55okNrWJ/JhAuiFMGPSJmhSOHyYX4ciuvrnG/fEcqkjyOxRpuLp/SqyM/kHNT5WhvT4eatQyNVLocSzPKJxMyOEYbu+xmqqhCJGTBOyJXDOyia5MbbJAbC3FhozaRVfi90QG8w23UYMToWF0h+gAAAAAAAAAAAAAAAAAF1NAd8wJVGYuzHrx6Y4voaezwzDF18sI7NpBkpuRR/467vTm1U0Bkik56pnHaIQT9v40aYbOIN7NzKwe3BcLNwbW8X/eEj7jT96y/GLRckEiolXJ+ODbWqsT4rFf8ulcYtwA1FIyR5XJ5dg+JaL2/U1Dp44ap9YITEJlBpZdojRQTkNsW4QfQzruNOjawjJldvqT3DW8PDbhH7XLBAK/qDJ+r+FNiEuykzt3AeD2eOs1wqyX2amL8SwudF0o4XCx7YCKC1iwBHPJ3KW0D5XqNt4J7vYGBOXaA+ILi88rQjGjMNfEaSZeo/QQC64FPP62sTFkut6JqpSGmlG0W/bTRdr0GqtRlizmhmjQN4/nUIxcdZcCbpy7OcHxsBo+aJc3kYJnU9CRH+Uc5P81pAycgOyHF4iuM25HHAAKsFwhuVr0qUOKGBQmu2KUAAJh7Hp24olBdfvrqUQK9Rv0TANOmRcSwBfIY++BtT6gAFJjI50+1A7j5IXjH0H/69CAezBTBNEbN7wSJVDqfvEKO8iVxD2K73nWMjNd6yfjcKi8Us/vrBho6hSmp1VUEAcI4Wyqsmc6SuNc4enRS/u8eaYq5onHgWy8AeHvVg50ex947mzKthT/mHD1Tk0kDPEhKzfsF5W02dARZafeUebx0lVJGpfjM4OV2VKe2AhwZKfXk3xJ+dhQEcNGumUqkA6RJkSAGcHJbtN5KkoA2FcFgsJ+zHpIqc5MSV10aFjPqPrxu0SRKiR7m67D4GZ3+S1PlbgA6FKJSkUW8aUEGh5UycQwbrDs1wbXiHZqSoNK+FQ+8/i9CPQANJprIEW6JFHSry26BzSDLEatYu1zzzIqWcgArqHNICRSuWUke/vuJirsYNIA10DewkCSI/fabBM7EKRkuavhpAACy02ItTBZaw911SZ1YHOQ3ClXngp9jerNILrvZo0LavwxABPPYP9egHukaFo7UvKQGOqEYlM7WfZDO23ziejVduq0d73avK/WiABk7j7nyCu6xMjES3pZCWdUSAFODaoai8uG8OD9oI8hRDmeXwmsNGM9irBFEBzzTOEOxIFIuU6J5RgktPvXVkSX/GoPXdJgXdu0oPdcdKfOzXU0A0+2fM/hM2VYIaj1HdQb17ic4CtKjufd8hdV8U+13rAWm0v6tGsiSF9f6jcI6A/GzWC+6kAfi9/6ZnRyZcCJSteScvhmiYbVRpw2nS6VcdSSiSLuxJcUbKomn1Cnji8xCTldjsSdzpvqbXgTL3Hx97/X9P9Rdu/kV8h0IJsjaxO2d3o7h7JRzSIBq2sTiFv5lr1QZHYV1JAxcKSmlvusCeq7zUU6nKDWwhaQ6PiWMpY3peHWA2BRcl3DliEep5BL4FJ7zS9AkkshKfcVS5VhaAfok4ApkqCiyZ/7/5p6bdrDevQrt34W6PfuJ9k59Rkndf7GviOVS//+gO6NBPFF4Elv5qeePQQT678l7PRgsnfOkHBV66yJRtkQ9dPOWLsUu1idUH3LsmdMzXutAbI3a//1GXjwDk94sfh9b9ctzE5Pr1SY2DyDqoSIGgMvCBZs2MSW4RfqsUeLor0g0oAeSZBB61qm2u0e9bXLl46Ob9mHW7JJGeEhM1kg0B6+EyTp24dzTxRvqIrKirDswhjK44XXXGJijmQZynIq0ggYkFQhCt6MhGl8k1OYxKAD4wweyGNAIgTh9EzB4LYyNxPoEATjcUyXtUnuvH7s9Eeu4eqzNuLD28fEhzQFdf1WCmExKqL7dJrSPtVW7VMTFAftvVzUfq+Cxdx6hyBpOJZD4yJO1iifU5ekNypwXQX+noAf2mv49c5VqW68Fj9jdQjlL21AmajkkO9dIqbf1VqHvlCA2mdQraxKl7EInl7PGzNhgP01OFyURbt+lii4XDR8sWesxOPlan9lk7HCtvnJGIk0rnExuvvwNOogDrZ4YFtzuoNjT5ADhqS8pnYM6zTxM0akn90JYLhur8PNJHn2Tb/NN6hCPHTeWpMX0pQc+VY2kqM0glGNPbVmKqeoPmgkhSdFkcDt/9SP7mU5nJpp5ADlQzOvwMklqRDdHEjNadb6fjUu4o6xVzeGEnmxXhToyzyq4L7b8Xoo/MClGrp5rilm8Si0D9SwNqesfpD0ffttmVabzBoSUIVBW7Gb1T4ZJhbnh0QFHFU4HOfB0bxACG/QFeQ54++NsMyDm9F03MAAAxQK6n+Welx4sn3MB5B9uDW7lNCz1B/nGB1SJJ7wq1j5ESnI/gADfWPErDXV4dIfI5BaYZ86Lzg7GE/2qy5bfa7/17y/FtAsCWAoMKn2gBKzpncPjB7F0FcgrhY1631/DU0q58JKF89umGFPF0DfpDCI/cSDKjBnwUDVRT1lWFM/BVpvOM4MobzIuflps6VK/lYKhvP7Ra0Ge/fX2sMtZj5nLXCbFFwQ7xS37OYpydMZnlGkVGP2uAIdgECrQq9ZZvv6c5uR0K2yd6X39BfefI1NRZQCU4ZyNvuRvaw+SODk4sNhfRxw0EYpiVoa/gm0MMzIkTBFCI6n341pIk05gJab9gGfLKoHzUt5eR5RTzre6nmFAEEfdkA2mHHgPDlq0CmVCPgjxSEF+lMzX0IgJ6r9AFmVpv94u3nEaTfyj5PMliM6soZeAAAAzjcRAdu+vSPoQUYAyraQIxxpwz1sleaT5ifcm14+VoySwccUxwALoJz3S7bM5ioZGrHZ8eDpm/QM8NqngOvoaZotDTaiwzMbS57zFk9NKiemj8OFJUDQmP0Z4TenovQ8tUqEX+U9rlI50C0ZAQCqrlsepx6TQoguAFDlDeEkrusEZDNklX1K2LMLJ8rfypF9DtVy51aRWbCqVqszucat5LjCXOWd6MBNqd3lD1JQAwRbNdcqV4QDpm/2n8eS+lB074tztqX5TRg1PcU2IsRn+T+S8UT6TkwND7nLzhcDH0umTqu3pxYvrJw39CwCZbVRfNO/RhG9ROV5lR0gfZLg9p6OvSLqCrFfPYINRWBDuvx9vMpZLC/IP4y0dLe1o/BukAiPdyXacGxS2QJjxRE1iX9wDe7TDPC2PlQ3rYyZyRMDFhxV2SfHHRConFAYzy6bxNgd7RQH8B574tztqX5TRg1PcU2IsRn+T+S8UT6TkwND7nLzhcDH0umTqu3pxYvrJw39CwCKMjLZdFDmcDVvj5f0BFX3nwHPm/yPHywxdW/dnH7Wf/MTBETD/cNEMyPFQ9JRYd7mAB3H5ji+Uah0kLmEKT1v9YJlIk9K9huSCiKXTr15PJiPdCdxoD9xTuYbMMPONfKNPqGMwUW2QK0tnSrc0tQjcLLdrtxUAh+epR3cvZRo8GS/I8jocCMlFLnisIBVQ8Zd06cmIQ72IHJsZPr3pB9vkSuB4izFQURH81rsjvtK15EGHvSvY6Tf427zVb3XeYZ9Kw2vUccu2u4Bx8qe7BgNur7lzy4QsMvHAvStYkt9rnVbYxnefKPlIhYu7hCLTRDc0wPtBGLbCWRJUY9/bI/Gd23f9YHLrZ/HWsjjT6DuhLiJq/7wepYtt2k9Iyrh654IEZEbmCJOCnc+V93pmqdEDn55yN4g7zgZuYHNF3mLZh1eB92/Pe4gzJ4KtRvSe8R9yGepTMjWd7Z6Gb/OR7oPcgco4RSa+VSV73137uk+VTNgguy2ZU+zS/jCXiWX//RJZ5DvrUqdgry9wPTSRQjSSbNoXtn4tYPDm0iTabEvIls6NjdHLeUbwCOg2mrSYDCMr4bzu5jD/2XqR3MIZ4iQkEGDDukbmuC0gGzm+/FttYm5Xg1Zda66Oq7aNSTaafxZlbb/DUyUVhnBDT+ynEOS1tmMmjiO54wufB3epZQfg6NFAA5gwYpHEwW89tGWTGGDCULAerB16CXugHGZaeb8EeUlx66oqKQRSz2pOHVmCYAd/CgCeytsQbVO/9yRjycZlr43AhQPB40zTd7RqSRRbqtzzYNHtISt9BG+a9Mx83trEdkWFq5zvbWFFfY50bpZqCX0TpYXFXa11U7dm5g4nFWkIUqrTxeN9dX0pavyQv6eKZNG5CfVYp5fM7MKw8742Gkf46EwEnCYJlxPGLKzFEStfzjUOLzsJuPtWqqBTqlz9efmZVziW8G3vEZwkz6F3T2Js2FLFk8AnE9ZKGfRUxviUSTRw7DyZiO5yXgz4ROF3fBfhKQR38tdReR1w505vBg4eXi8FYZKG1/mAYHQimsz+7xv6Es5DzGoTVlQE7aC66H8VcpWIeAytEQMfcsoExPTLDIW8sIkmM4vSS+rS95gc4/7v+fQfJ+DDw89uqdvtU1NDE3x4ehbPa/P0LcIQHebVbPTdJ0Yzve64xs/u5owTfawzoWCT7frhiEAeHgoxBKJchTR+AEsZuo63SYE/kJS+JP3R0cOTf9fGetH1uPqaqRhRG/PTgttLmjMvMCXeGHW4Dfi6YdZVKprdM/c9fcsqj2tp6xjPiUK0LXDanMGE74+Ff0KI6zG+Wez3tZ3yx8xjeaS1ONAIfklzKQsAMLdiy3HZKFF/xFM091KgV6gSuzoR5Ssdo//Tf6WsaCdMoJVyKGFqZAqKpr2ffSBosnXeQ1Nmgbxg4eoTZ1K+IigYjdKMDmAfOzy8QSh7ohpIc54eHgisDBqdmfezrHIMHoJ8hvpF4X++B8baBquhKivjcO5jwofZsUede/eUZoCpFX7MPGpGvFDFjUOnsWw4gFwTlSTACN0H3nMgWZ5B5Ed/Lph/4Yyah0GQD1YR0fSJfNzuKokAP5Okqn4tsHh+HMx1BjgeLysD/bsXuZZeaiH0wUgRZnT2MVFfE0SnAwwBKpADZVMW60vr2alaICnoyGIkqwhHvlTUBe0zi0Zm8xWQ+/ElAABlnOipXPwBa5WFdsrx1jc5MF0YI3jFcc638WsJzm0gKikhWoglOrWdIjruWydn61fQAAGryeODTXjOlxcMPfWL3596+UUH7zFy/97pjZF1P25FcrOrb3F5T3MGQU1dlyTIvbf9H6/hLj3LJRas4ZfSA0huXCd+Dgci58fT2BXdGErDNJfOPheyKWDmoIocpOud0B3m7/U4zVFCfWNCRF24DAKHzR6qpk7GX9vtlbucoEm5CvOoA4+oH6SHLC6gbgm2YMAqMwIFlzskwwKvQJxOxOltlTqdr0bKnU8IBK/oGTatx2vXU5D1vIpVI/0KwtTijj/JCt9eI7coKHASGG6WcMI+CehIJAO6ljefqnE4noffeeDgIOxtPOZoJ2IG075z4dBc8AAm/lzX57iaAyW0MQIBdF2FACUFtOyZKzvhhhcQZhFQhiB7AWgId1cD+ernsUM04sZtHttJGBi1BTbGVuTQHuQZsnDfJ+fIsOoP3OTONayk8OT9nCKd4/4ZsnVqoyIxTiPzTN/DaLIgac9OsDNOP7fHK6v3qI8671Z5I049MLkarN4r330i+5AJ4E60PePubpHeIjF6HMG0oGD6uN3RSxMWeceBTbM08ZepOa4g9EZGvAeoWn9T+f1JehyvW9STOm9Gaf/GiPnoBQNWPef0aHJ3T25cU+92VLaQhozM7t3VV0gKasElLcY632NJP+17UrUoTvyunaAAA6bPXoUKJ0rYo4ZFQXhd2SIimw8FCJH1jQyVpyLrKH4Fx9ZXv+HXVswvf5Ok+43AjCOatmyhW1hLce/Dff8WP3Rgv8ReY7Ak4dzxrLSHbIVyJjRgWsNgh/YACViK752rh0ZcwGAKh5AAW/a/YiojiqfJicxSW/9LI1jE5J13tLURLNKR1WB2UAUFeKbngXtIDmNiuSToDc7Vvawng05Z//BruOTuHm47qrUG7sQKAkgkZwj1BxP4naZwXjja5+vmOAv9YIL3bQDThvtSsJSdGVsTCukCJi7qAQhLwCx2tsmQJlWv0xeOCQTmuP58sEuoQ85PRWq9BkaEF1Ia3OYfODNG1iHrScAraqGl5U89rOa55C5XV95T8/yCeb0cillgDN34lfoe6iHl0EVqK8lymDBC3XebYBbXtw+UXrrNpnFREXqJWCGx+J+5TPHrOZ6D6sXsYcIY3etPgxXVN+hn4orecKp0hSSm4yk5RyXq+kpXllD/wqZB0uu4q74dhLvIv3XcUfumt2BWAAvfS/vhtpJRmD+fh3J25J3poKjicXOFgL0jMWjk/r6/ZAXp18MgwyjWUjTWb6XdBTpmiqHRzeluZRSqXxoHZXcE8i5aJJFsiWoppWgCRdKm4m8B+B602R7aeQQqVmE2Dj84UZJAraMzzoNV9j/ssNrlp3fNmL62Y/59PrHecAVtKb7zZtB54r2GGEw9C7fnAE7qOCt09ZIMYEMZaY5CNvymtkByssMW1c39d8T9w0dks5EwOu88GQ4vdBenFPdBTRxaDJ9u4Z+YgN3proGP4M5lPKihJBqbMGgVgNhqaKhiiErpwtq3hCaaiGbBz8eQCmDa8PUE1cTZqySHbYseciKmRTm/kDBXGiXBWpGKoK+eIccRma5zHhLaOZtpBGAvo3rmd7iY1Kolt1G7853Ew9h/zYykduj9qpyZFBxtKTQUpu336HKNtjyxoIXddWHK6j5HsrnH+oZEr5hcCgBQxFXnNm0HnivYYYTD0Lt+cAnzvgrORmyvrw70ODlV6Jeqq0CMMp8wseCe7ngJRzMV1pfsIAwx+2HdPc1WqxgX/LvswgsDg97r9sdzEgbAsEzWIredcddUlXRlT2VpgC5JSP2J2mOOeFAJGgYz1skZtTbJGbRkvInxlGBY4L8QxghfOruX7QhR+kHEz0I/nFodtHnS1+IasPWU/PPAnHRB66qAGssHUSe9x45s1OZv0IAYk4TCxr6NRvGZhwT0DqeZr/BG5oDka2/QuiyemTirgp8H2fB6zhTSldVtf/m4RGAOwcbYWc0w4FOTtFrni1c8WrndB6PFnCiAnc45piqK12z69hgJVBRwAIoDCMaZ2hhF14Fvzqgf81Lg3Mrhvb+PQxro7Ndgts18PBIhYDmTUbotwXr4N5cHPSDuRWg1VOx3tmWzu+p7qGgTIWcR6VtJ+/BP5sp2Jz/tWDGyUe1v85WTzJ7y7xNaIneQp1AEFaX9lWKlttkjyl6ZcPVwyCEvzWHopFEInzvydO4wCzHuu+lavrY4HX7W8TNsfTQnNZVdfg1w//+E5T2m8h+q7R25AT4YmrOK4s2gjtLJGbko3BObVAFK16PkmbhHse8XeTVV5G42aZX7CkDxwdLL0BpiIlUk84nfcPqlABSV/BRWI3oHVNQD/9RoPmkNp5TvkyyxTiGUASt4I+3yOYiUv7rHWJNJnG4HagkMUOV7QMuQo5l8mYbYw/ns0uxfYD/RAtFhBPhMoHusx+UxtDdp32JZ3TCTqcZAWAFjIYeMvMTrtcCZvRDx+MNCFEM3xQ1GP4EjB3D/2KqWJr+cDAF2Vh4unCSdy8b7uGL+VPVEG0B7AkkFpYHVdpg3Urz/TYgtH/+Lx860IL5Srr3dlFKZHx71QYNnTfMCcaXHB29AvxNG41Vj50RiF5QzT+rB/sxiQE0B3nvhBF8qtrW/GXa3ddRNJmGpg0FPCZbPzYsBFLYiFDBF4ycC1WYwAc05OqbQXjn0RqEitsFxxRndaJFHM3kEgZ7KaCEFDt+fRiT2r4qtvJClEaNzLxrjNaDy+oGxy1vRP6i2tI37kaFAD1/dwJJNoQc03VGwvBiI+ZnK9E36Ngx5MlFcdEkKUxqi9ZxsE69JZH1MT7+RhNirUe396TmLmJz5oaay9GqSAA2lYlDg8YGRzT06FjAFPCaoryR0nMSUinQ0RPusDhqar/y4PLAbjIB/eQPJPZrKxFs40WWmgfghpVLvWD3gg5a7ApezftK7ke/dHGJHqhd875dF2LTrdeWPWFBHhqCD9UMjmMR3IrYojlib/+g4A2x/34mMzdvG6Yp6LtSc7TYHoz1jujmWKNm6xMF+wk1i0B0Q63ni0pcL5i3upE2+UNs8ecdKJ5ungsicsLqChrqh1g/DE5Z+9pDj9NkWcn6c8NvYKL4CpSZo0b5T32lmvgtU2xMb5jXccfcQTx3iu43opBvdtc2kZyxHeDKmqtuWdtCs6RVPAbmZ2hLkNkf+ab+eeN4vafJGesERbHQKVbzwFYPj+3AxsPzlB095kz8cCP201gzACCv0hNoT1GPgqSG5a9z9CKKZDEJCoscQ5f2b5WIlFtnKBp6FbbAu7APkODa+UagXY4XBufJogIFObBf8WFAWsK7fixzx6MhEO4HIrxycYcTBVm9FT35yrRrqaQWLsv9kks8Br3b4TkfRdjnWs56YOCHd8e/4ZFhc1OZvYTBWSbcb/j+i0x8WB6HwCzG9X0o8bse+3xKUrT24aZticftqyfYfEuh54fgbIoxMaCIjrPKUYLGmL/jAWX/Tv+hzgrH5htkTi+9Mxx52t5n37SZEfe7NXq5mk+ntOCdhj0jduI1iArXrFmyQyi00Q3Hk2hpBgeUZEmvRjJ0Ci0hnpctaOGjaeCxGMVDFtP3nPZY2sq9t/GSuhU7tcdmg063/NJzKpk1d59WdC5T0nhlme6SPSiF+KlOUjJA3hon4hhW5whfrwpZYzM+hDBuK/qne5FfhwqI9eCX3UlGrdG6wxVCDzVV4CuKPvaZSfHjEZxmGBob+9mse4zBuG/IL2gPdNprbUrV+f4D8SzLYu26USCdruD5ElsSGr5gG1b7bDXHw8ZY8jMKWhViWDhLQ0EYbICCFgNpoOzHHv39SGgRaor3Qotvlou+mDlzlA09CttgXdgByoC4IfFc0G28faS7XiioZJqkdtfFqypTEznjJ0mwXt30LybHyyrwf0H3Bs/NrKGs+rY418aOArOnZKGf0Qh9M05lvv5DZmWZ7s1M+UFVBuXJ7/xgBFD/GgObLeyEYivUGMBPlIXEm1aSLgmLY66O71oG8AstpfNKAAaYVonxF2l7rIqqxcOTT97SndJbW+Z4XVf6so8bAaD9xZ96RnkPzyvAcSapODATHX1d85oXZ+Ubck0YzrDJSa3B7XKaiFVzKjR/dO/Ji//+H0Z7dcbzfoHPnCvYJa4z5bLkwa1mlIV4A2EkO5gCLHYAAAHJb8hbhei9LrT/1ov/0trx31W0LydBe/IyHon+9Db2k7YIoACxNBOnffLBG6xAaPIJ7S7sgh3rRznPfCUYbTfsQHtVOC/6nHx4zNSijNm7SKd3VTgK49HgIuasZvK+J21G+bmjpSVNemyQHE6xL3ieQtiWGgQQXI3w11E6nuPLocO2ViKQEqfUDCFaJ4QlKUf+RlSDiQHdQomA3pB0jvaUAd/HBX7Pykdjiy0zytrNh0egxii5H5Xyls6kVER5JgVeJGg1z8zLApvZbIlVOCzFuZkqUyY8MXGq5U+BTAcTCE4IUIFFHS4gU4yITylv7d89K3lSvUex9mQZPxS6ML0bp8grjZByVkgH/nw6ahFfckRjvEWFKYZm4mteH8ejz1MmcPO0QclDo8RZnoIKOC7uwjdTeP7IyRGSq3GHkoxk8P73dJUclNVNhzWY4q1vQAv7rlNdYe15TK6sLKjPJAFd8VaIoG5PocLXDUOLHTAhhQ31BN1yHcpS31vGVY4F833UgoAA7uSpVVnjmyoSrtVkE9pd2QQ71o5znvhKMNpv2ID2qnBf9Tj48ZmpRRmzdpFO7qpwFcejwEXNWM3lfE7ajfNzR0pKmvTZIDidYl7xPIWxLDQIILkb4a6idT3Hl0OHbKxFICVPqBhCtE8ISlKP/IypBxIDuoUTAb0g6R3tKAO/jgr9n5SOxxZaZ5W1mw6PQYxRcj8r5S2dSKiI8kwKvEjQa5+ZlgU3stkSqnBZi3MyVKZMeGLjVcqfApgOJhCcEKB6dIq7OdvtOlm79uv9oR2NSDU+6+PW8k0e520+fik1u0wSz8dXe7r2biSovtTtUEVwZJuXAHvLRG1L8E9Pd6wNNSQEF4GsCEKi9Q4Vncm9NUrOkC8DRIk9SGeKQAYTNhaOB/rSmnmcqhaGzaA9CnO8gULHBIiLve7dpvPyyb1aVAf7rDHQKRQE9vBgEDmNU4UeSbeL5oSeOTx7s2oR2KwO0MwgBP/E/hYA+FBjR87eTrCzMk/1lBE/XPt/MejYxr8y58DpgqcUdtEAsm09Hk0zAQ9fntKWuFwQcE8LHzIMZmNH2zoOA0tdtDIZ71DASyGSRm6k5P9O5KEyBm+bVsVz8gGLBzhIe4DuFMGX1GLEchuboxkfpZ8dIbL4P3nDCllt4miMiLeJkuRd1rAvL7CkgnFNOU/9Lptw2EhGIJ7bvdrNJBU4z4SIBZpNBySIyWv4p2jGA+vbom9p20133fKG/NVMDmPnuAUp5k8JiLeONNMzWSt3uKvb2zBUulnt2t7wkr8AEyLEK1W74JQU3PpFNhjv2vQxbnyEWt2fBVCm5JCsylaLriNDUbZMt8OskOj++SG33csmBN8remrebSyiWI5pYmppSrfPndXj/D6mftxOR6rW7wwpByE6SxwMo3P8USFNj38qW0FqxaoLY9r5nQjdopUoMjg3K5rmE/LeXDsJjr9XsmKAJNEeTaMB60pp5nKoWhs2gPQpzvIFCxwSIi73u3abz8sm9WlQH+6wx0CkUBPbwYBA5jVOFHkm3i+aEnjk8e7NqEdisDtDMIAT/xP4WAPhQY0fO3k6wszJP9ZQRP1z7fzHo2Ma/MufA6YKnFHbRALJtPR5NMwEPX57SlrhcECcP7VzkDnfTmQVIwyML9N9C49Pl3op7z+1CH4wfl0JWaIG7FQCoIBlcwCE4Amj0ERx3pfXbdSPbYECkjq1UY5XnFnAvjL+iyLg26VWB8mSU1HCLq8ecpPY4++fPK1kcZL/QoWxYqYrOkfWVcsUzOA8vqMpTu70gELCJfL8EUYEaF4FLLK0wpXkAkBc3+H50T3wJTi00WHVrKcQlK0uufE+3bi0VBv4DXsTmQ2nFDA57jTLJWopma4d92CzStuiwJ/RDl/3bWeMNOykfaNxqzgXc4VLwj3XAuaHbhW0n/Y6P2Lcloqc0HHVvvmAn1FLfW0RMhvzAu1TQ1r2Um8Jrf+s5vFAL4+qnvlfvl2mWKUbqRCnS+kY3c5GEKXw7uO4MQLpz/hPAmw2Vujuu4h4AByBujy59WJfh4e03OrWeoEcPj9wpLdb2p2KyJU/QkqPi8ZeNh/cnovx592k1lWtosaKzhNo02bwpbsgD64TdUIzQIUJXqEfcNKyg2BD6Fuy/ykTXvUZxAyV0eSkZ8oYMmt4NUnM5Ud3EyPZT3hQ3UjiR3NXpCvCIICjV20Cy16l+yVE2CvoZgcSszg4ZiJg/d24uvRhMXPPVbcmdF1i1g59J7UE9hl7TAObyVKyoYmBQ1YQsHkHgj98l271gRk1KthEB8RcnipSLTjwmK1mGCCBYo+j0ADEK2hSLVlGOISlaXXPifbtxaKg38Br2JzIbTihgc9xplkrUUzNcO+7BZpW3RYE/ohy/7trPGGnZSPtG41ZwLucKl4R7rgXNDtwraT/sdH7FuS0VOaDjq33zAT6ilvraImQ35gXapoa17KTeE1v/Wc3igF8fVT3yv3y7TLFKN1IhTpfSMbucjCFL4d3HcGIF05/wngTYbK3R3XcQ8AAmatWEFNbRe8TRjNQtO6kl9Ymch0laxqQBO7fKRa9+SnL/jAyOZIudW7UjafSlHWFHwdCM81U+PJOmSoeoZXNMTUpBS7Jn+5dysyontdx3YUZ6uynanGlqE3Ke0rKuHYgq2yzX6Vsb2ruWHsBqrNNwJ6JPO9lIZJK8T80L8P1OrpBCKLRR00HpyFIlMIoY6C0tKj64+D+70C92RTwxUrXt/MgaWzRZoP+bAg0NqfIn7Wmqyy/GBH2/Za41ZIUq7WuQMjCYdE0AAjzC/7SrAKOmvWLqkKGmZFf5A+2YsFyDo3EHK4DYCdI+W6DSZd7gvE0UxeTCidqRUXOsTzQeGZNsfHednABLfrbX3uaY5h7B7oN2zaKeaqT8E1MjwBAl6mPmR42Vr/jAyOZIudW7UjafSlHWFHwdCM81U+PJOmSoeoZXNMTUpBS7Jn+5dysyontdx3YUZ6uynanGlqE3Ke0rKuHYgq2yzX6Vsb2ruWHsBqrNNwJ6JPO9lIZJK8T80L8P1OrpBCKLRR00HpyFIlMIoY6C0tKj64+D+70C92RTwxUrXt/MgaWzRZoP+bAg0NqfIn7Wmqyy/GBH2/Za41ZIUq7WuQMjCYdE0AAjzC/7SrAKOmvWLqkKGmZFf5A+2YsFyDo3EHK4DYCdI+W6DSZd7gvE0UxeTCidqRUXOsTzQeGZNsfHednAVHJ8cZd9bRD5t+NYsMGQrt3aZu0qef6jFnRAESHzbKrRo5sHEUWeEQAGMXRDXuD4rMgYiYqvgd4narF5o1NqwKDJnj/asGhuCk3hxcuWHLFtwyWv4egDCdvkjUbXgALiPUeQMDzaIhQnlOk3jdS1JaVuBFMnrKxv1mIS6qXU2Jrlz8cIZq86wHZG/yBjchZuIbMKZ7dicjAnHRiCs2H+AsY5x8diBPRX3HuRqxM+w6AFmBiVIfBC0mYp2EHylxrsXZz+oR9qwKDJnj/asGhuCk3hxcuWHLFtwyWv4egDCdvkjUbXgALiPUeQMDzaDYXnUMrAyhulOeDQAC89j986vrq8N8FqUmur3pIHTbd7IGzl3kL4qPXWHfFnryvVL+fGtQ10KByp4AyUfFOjNw0wjOUHQAt0is3jhYWMJZnfVvFvVpacWRlqLlPkZ3XszDO1YYuiCaQdEVKbP77WSYbPgACbe+DUUBSJItfVKYT2uGeeeBdDFk35WN5Eb+U425CxscqhX1IKNojtL8nHAzyqw6y7rBIy9juNyx3ZRXKNgBtC1XwuTqKWr8cxZ3hWempcNeqk70KjF4xRVmHwwg1dme7bHbd9727lQ4wRwMygh9N5qLSvVxAj/aTDNopY84T2j03OkKNQYNT6fVGzNUsnPHoGf3WipXmkM7NJi4nIoregG4KOiRqMwIMDsr0YKN23Uf2ieQKSuZOXlY70qVPqxqeCq1nrOrhq9kkPUB5S4ExJpcUl+UyCmzlktAJRQ+nplWKCXZX5XdojHLyzjfbGI+grEOVmabUzIroH72zEHN2BGlYSBQaFzIlwSBrus93BwtF7R6NIvl64sINxC3C6LyQ9DjQXaIopN9XY+W39Sg62fKOxoO2p5NE34UgKjatQQYs4liBs56mfSx9gVCcggBQ+27Sm8DRh1s4RPjCGKMuI3ASPVCE+qojxQ9tF/4VuDNSwtBVSQvwDJNGxJe2piS8U+jKYN/T0KnHRPaFAAC3kHlQYgWro3a5bDe7IowivohV+kfeFh38doLvkWC1LjMEVRYg2PftL8nHAzyqw6y7rBIy9juNyx3ZRXKNgBtC1XwuTqKWr8cxZ3hWempcNeqk70KjF4xRVmHwwg1dme7bHbd9727lQ4wRwMygh9N5qLSvVxAj/aTDNopY84T2j03OkKNQYNT6fVGzNUsnPHoGf3WipXmkM7NJi4nIoregG4KOiRqMwIMDsr0YKN23Uf2ieQKSuZOXlY70qVPqxqeCq1nrOrhq9kkPUB5S4ExJpcUl+UyCmzlktAECW4MUIgqyDKzfDbE4mNq7ya0+f9WIx/E49AAHhI6nDocMDkZI9ZHtqhCr2Wozsdbw+oSGptKWi1XjI4TcpPSkAAQz0haIvIDtHDxKHp4R1114Jv/KG8kvPJAB9qw0A5pWEQo7l7rzb7xDtjDfkmCN+IN/kDMfU5hXxn9oYefzP1cS6xUd4M1vmJlg8DFQbgiLAAXpkMuzrfuZ6HCkXEiVLBgiIjlED7gP7dHMuQzxP+PzHQASqSiHv2xo8fMXg7XxgwEOPgIBGPMNSd3YBTb9tY3CZn/KjrthOwgDrCd3yy3XguJNhUmFRH21f8B9TfF14CoOqdfWUX50EGva+EgPapLQRQV2TXInXmPoCYli+EdWhnEUo+rfZtuCSJwBCgoBlXSv550ehkCJseyUuhADeIRNE0MINHjw9UiaDMeDBGwHoYM81CEJOQ5TLNufS31KMu7nRT5OSOGjHqiQ64Z+rAf4wPrDzhyyRBKhWN2qhcYt7uoW7amxheH039pgr3upjOfxweD9bkCbSooyvN01TQ86bAhg2B+cR++PlUY1t5659escik0p8LOrtOPtbsZ+Zktv1XcJ+RAAAhSL6ZwkV2UlLQG0BqxAAGAmJykdyRtbiRTHG42JxCB3guE92sy8fbj4O3GCINFQNNOLb/5gqcN799QaU0vennlufbT4+DNv9DfqL78vS8nl8mCq3YDzIbILQzIxQlaiD8hYM275S0oVBPGQM8l2ET7qX8XzPUtfF1ySObedYN55C8b3ZGkkOuhsUu1GfQwCxlV3g20NdaZPEu6veQvmkpmy1GxroEgc3bTQ68egEYXg8Di1zkX8O+xNVY8reAHUkmo5PXoWb2fF8xUwY4JGGHOxqfYt/kSN78xBUSAeiKYwbDbfLqp1NAFHpv5D17+ueWyar9qpKU1bixdVKMENK93tq0oEhMtHy7wBCkjgbZZQvrMdaKWsNjlIspWsxe9+JlKb0oJ1MYFFMShxvm6ThFS5UoeP+y8VNOb2mUfSHHyzlvQOv/8wLCYhm7m4WQ1I/LnYTvdAH2sLZPUUJlAc3TVy+5RDq6JS3ZI1tvIsW6CPitJVxowUKzgDe3rLORn2Kf4bOVKL3DUEShfyKDZw3tzZwJvSKNgegFHuhK1RBpjDUkTpa7K/RSHUjQ7HPfCqeVZavHSNIWwrTngkTDyAN+9vl2gR6HhsYAFVbdt25i/d1miNu7prXdmIR3/XIIVljdYPzVwEK+pFOccHRfVye3r3v4eznOyD9J/3EPGn95JfFeluDoFySO9uuT45+JSioo9CCln8aNWmaag2HSs5Y0qXR/j991WFrqilh7YvAMJs8a8pRAkWFTpMMwnRIhmJlqkCsFzZS2KYwmCvZoVVJLc7IWilXqFIGuPt69XpgDHSYFTAJDi/pF50PkPhRqFzLEVu9feoO5uCq0r3e2uZq7qaqidbkwz14z9L01v5J1Oj95FS96RX2ML9Bo6THDZH0L+8gCWFFnxUhckAzRs+cwnG0wQYjdMlBvbMRzz5S7gAJqvyXcGS9ytk0hFCFBvLxrDYeZfapeB0EnH9Nen3V75bfF6wMLeKxxgfiuYtHFX1AAsiNcHYM758EtV6wbBsSC7H8Nyy7yXpEJjdQ2YwAtbK3+L5mNhXxbDyRi5A480a+Wx/Z2ruh6+AjDdVElYtWGJIkEwAljTJoJy7Srbp4pSskYgVAZbABmjBnyhHEMLgT6uMivhnmgMvoPEablqJ9XhDbprtMdLJ/uUs26ADw9Hkp69+NowoEpz4FMp6Ds+xt67gBXoWocN0S5cl350FWkZaqDfVcPf0W1hD9Wus7jNbQBwqjRZt0AoI6d+cETRGEs1BX6b39Ek8b9JfPK7HW+CvXSY5uzht6SzSJ+w1hP3NwPOtFLab1GMVDwKaVcKHSkROt+K9lbOoeo2ZY97ZBCjtjbyu7TbEq1xhhaWOz3Hmie1u8IRJ1cMJaGcR0jRqSVYLGAQDiYMQNB26MUbegzzc8XtvUMiW6jTX7XC3VSRpNoCt3cO2ct2Jg1t6imgqyOX2uwCE265/TBKyY4rgFNzl6CMj43DyesjPZ4k8p4KB+U1fCzXhZJy7V6gD/WQxSwVs5JJIds5RJuLxg83FQ1rgveHET2eMRmEobQ3wbTX4AnkYAnyyhZ2YJdC8MPXYwhQjTPCOPbvNCVkUlTa6IZJCzCa6030ghDg6hfUROHgZcaWUQK2cRArsKz9xuRf7Tj5OkkLmWktPse3UW5VfInGJSzma8mmq1EwZdMC5Cdck4xM6E6VdU5sb4qYG42K0JS0cWzj2eNCO3XsDi+1rkkQQgJIhqDhTSFqyBZ4KLu8OLjincRKhMmlndAMIeLETv231IJdMKZk1FQyrFZOUiPc9dVI842QMicB++nBFYdBDczwrgBpoLOUon+9XxDFUVz+1elz/26IchpeSehopLsThPFBrrLQxu5rHSAIAmGXKraeZJwljT6E4xYRpd95hfQfwTTe4gxYB++CCjw98NFuX0H3fXi+s1uH7MqKN3qBjKe4TSNB7O4ByIWFUDxcS8fkzm4Il3vZQMD6mcv9mwaK77d25ZXwF6HE4MalZoVDKEZbQu64d6AvUTZ336jt6VcirAYu0/dzhK4/XDo7S2gETOX0RXNKCfwMrus6FkUfgCj/gyO8SLpgvuxkL+K0X1xkHGFGqAMEPqDKmTCmUTbxRi1znbQy2Yv+FBjloEs5TzL4b9ifhsQpWrOVAObLDCxfxHDLV8Wvevtvr6cMsSKQbDdMitoUXXnlGbdgAYdBZukpolVUabEhMeLXlXS0dO/PeiSWCuAyX8F4yVVqr0XCbkruEEPKeDTXhjRJoyQhofyxp328cfh32beKyvsEyeLaT/t+8DSaZbqrt8N7AUe17y2JKLtGDWweeqk61vXkJIdXHdZXLgMnDWQhPUAVOhTjgCDFsol7uvpDkNWtv0ffj7w2e3+dJJht/HtEAAcDsjK/vRlt7KK7KtZkwfP+Fo83IBHlcool+y4NdmVaXMLtwj7m+ae5WFLLkAdIXHToNrw7IwkmVyDyQarEgDBPryD1l8jK7ug0fZNhYrE/CpR8+s4HdOq9z3/S6gtZWyij1ls0+7cTUY7d1NVzNoOsD1hZEYs/3aoDyjgq3wPT4829vizH+VnzuS6JiOgfaXIbiUABDNwMghAIASHNt3J1qXs0kfAADVElwx4/ISAAAAAABkoTUYHYuGdzNkfGSwWC2pK+34D1cz/o3rz6jv4fjpuG5FN+BhyVy5aPvt9506wsMGZp3jgkXjS7OChj0FwawmfifO814uwdAoc0+R2HnWzDOKI0P7ZQuD553K80ih388PF3OOOnSRSG7s/OTi0Gvim4ULrxbxeOqFNjlLydf/7lAJte68hocjCk1D43PI5QZnyR6BO7P57uUd7njXcLNiGRvn4nN88FnEqZg9FAkoQALu7960RpjCmbjFoq7F19vKaiFTWQEor3KYpvmvPKUIw2LYqSOM7YHjYL+4jXO4+oPnV5WsRvsHyeWEG0/9lt/BzB/rK8X6quZZYsD+4LwuT0MP7UNZrBJH5UbppWpT3K1h1XiNrJtohe6sRnVqJjDFY//UrkOc18eW9CSlM8jjPz9xBGL5jA2Im46I0KnLgDlaBYcadp/dCQN81G4pXVsD0988PFBALPrL74ovIfgpBcckxNzicRnF5hPoNQYMvoewGNVBvLfmUWXt9+WqFsiUpzw6eJYOCbK15oC4hsVzfG3wRSC2C6de+WnHR6sRt+Xk1os28JWDyQhYQNcQSzy6gQK82kiAv8HgF+yMna+EMt3opsjCDbCnW4oXktLj6ZJAp3ksz41ogVLi6gSeGi4o+yDtxyKjuAb15Up5uOdnsF8ExqiNXY8nbBcSH4bk0XuD8QlbTU0s0QYUx+bCp9q6o33o31rqq9jp+4E0+ec6HP1lRMEDqzb4C/HvEpvgVrzrE1aQQxq+dHsLyXyvpnuy/4Fs9ohFCjSYmPdeHVyNlRsx3o91YHWWUw8461MOuRbrmhqGXZJVwaHep4jCjBBFtr/Esbu+3mNLZM03r3i5eUkGJ1s6bmVXu5R3ueNdws2IZG+fic3zwWcSpmD0UCSlggZXf538nc8DOFpoOV8FD3CvO2WwPpNeV1E3v3E1la3JFrqQ1Pm04AAFv34jovgCdO9neKLKD6s2UxrV9SBk8TtHYO31zr/Lc4GghjWr/kTDw58aQsrY1++WCHQgn03pxLloFYTlrmGVkGeCKoJ6rjbVQOfwFEvf6TjgACnTKwrwGjdIOT8poNHG35oTyTt3bqKNwrj+52SQe0/4FXA4tnNuRdp1LWwPRSTE0URhpQDuNrm/MSWgeujYvoJM3xW8mvN5pg01Lt73VRbeLTvb2Dr3rA/5+D8t9gqsb72znsifqFCuYux2bqGweaI5SYIVwquHVY6vTHoSjJgMnsQw1JMf7IFhOTnTMWWEl+jPXw2HgCtvkIH29uYVV2R9Yr/gJrNlPUmWu4I+q+ib0z/zv9MrgzJfJyPgAutcAjiLN4pn7QFZrTzhdtHZCXCmcvRNGNbXAsE5HKlDAEMRhhbXxHsBdU76rR0lP50L4xsEd5g8SNue6lxQ0ygFHzVgnYOED5Ow03Sdf2sgtMbMwb94G1Hc0hyp8P/ina4Kwrf2R2kO9Eii8XNErW4fuB320KexKIH3QY+cFeK3652/+VUkHlHQyvrhYfsKaltMk3C6HEr6QWQKZdqJjdbWakrstDyLmhy1WcTC2bGnGnmWun6VSU/ETK73C1AADYQVZBjAAopkpHKcxV6S+9cyOwdv9+YE43onb4Pt1JyDx5buurCbkI1UCUAABlNGPn0O3DO6G63HuEbkjQcFR4/9zJbYxq89078R1JPwnGDKgPWxaWFAuA8KgJZUFIE7HfAT19A5eoQxjsTvZm4GeNS9d7NIsyrcb8sap+pd7nl54C1ri1snUHcXivzBQx3uvDNfCsrFIqXM3DfJElBvQGna4OEqwdk+dzJeA543RGcF6UeiiqA3KyKkEaSPgvWyhJaa/zo2us6Pm6No2FNpEkb2XOjKXtC+XR98GSGIvjIuMy8qSbHnbR08WIMkymuw0+jdytnfoAnUj01kjvRuDI8y5O1Bt9fYWVs3lWzzsgrg+0kV1zoVMhnqGzcvmGOha59Ium5AA8uzlrO16ayiAdnkURLuLpfnCSXFMfQJu4WljWHj5XeSIDQofa6yZX/LZLqrTdlASrPR35MrUdn/wX5CEqeKLBYUCzoArLi6l9/9JY+dT91UkpvYo2bl8XTpqF2MKs0DbJ+17+a9x+Fv4BHn2i0ItS8gluB5Mqk/2j0Mzx/hVzvuDG/4KxK4Hjpd5/k9Sd5FvIKkTKsEqtAectcVvDHMOZNdFdMzM7nH+BrvAaYorfkrpuaRhc9Xm6AOrjq4IdY+1THuXPfN+s1VBTgOpcSbDCksS6Jcnzra90KhJwWnG9d3vte3u4eeXSn58WQQbFIFzev0H8RpBlDYGBiUz6/t64FKBG9QbK5uVTeamP+w4iU5MSCRTLiEJKpBxWEOQdN4oZV2xs/0dmVowSPvl067BZv2Ayy5TcCPToBw08D81i6y6aP/PGUvA4XnqCDo0Mm2/fmFqNI3IozOK5Rvu63zLHHiCHieiNEA/WSJHkIXyzvmAEO47KoTsjIYs527tS9Yw+zE1DBvJd1SqAEXFHlnrVU4ymEagmgqnx5o47Ed+B4sUM+BKQx4fmpWgZp8wS3RG7KD2orq3AHyOZsbl7UTxmWhgU8AGRmUgRTBNzftE8klA8eDgJrqdoCbs0Luw47EG/8rOyIPJZ1e6/XAA+4H3qdCz7E7eI2y5BOHUyCZryPkpArLqQY8yYME3cDjef5ts6Gu/k//g6NnmV2xRv4g8++kym7rFOB2BG3qb4jzhyX2FVikHsDuGHF8clE05IMcdpr6Q1ZBQsi1rfrUSl6sQEGdP2vpnqRSgBN2JZSF11uchH3zvp08tekwQ/LfPbJ56vs/1dbehGtJg9TSTMFm1njw61nOesX1r9Lrd6sg+UqxPBREYs9t6m7spO2Xk2jXefdO7xyRyPkvGnWa+oJXXo25YZtRVfmTYKuJ0AEVPxnWSTF2m7RpPmYcwh4+MTqFgACYZFvM+lXP15gT8bIS/kEzNQsECRTzfZNGnV83Iw6hYnryM0kUZi4BVcgAA8odm1xWpQAa/e2lh2UbO3VACRoAAAAAdO+LR+O7mEPMWtr2vlA8dO4yHmdn9qKsxk0iLuNxU+XTEp9/Slfz5PQs2wAAAco6huT4Z5/qG2vhG/J4pvex7HM0Kx80grcSoAMybOYveTyPaBhZN2rGvOnBPFZv73hjsiRjFIZXUMZI4gr6CQaNk5kQa32lweVm7cSwA9mAV68aBOdKXqw3aN+1dQ78Fe3ouzuY64CGhrNRarfTsHFDcTyi8k7dWIbKWFzheJ+EaaS2xIzaNGcCt4Q2URguSoEc2onr86Hp4dFwXB7Ua8niogg+Uc0ddeCjlxdD/O+8Ym6joNQCpzEGZ16JGGGKevEPWiqDpeAdXEyrm9DTasKY3bWk+5SaPU8Em/9am0B0Jhi4SmGhCyIvO9YjtVxVkzTLkXwjAKPTSLfksKCqtIoUmNVZIxJpjgUWHneVtqPNA/JJy9lMidSpN9uauper2P/rWTR0SQzjgkOSdPG/Qny2nFbCcjDZHNmrdhR+NHfQ/cGCKamqUgdNVe64fRpXhkQq8uY/Z0VGZJSBXw857LaKQWnNEVS6CR8RE/0/ZzU0b0wcEciAGVTSrj8C/sh/RSEbtxVt7uwS+0HL79HE1yHieWVwbsjpymDAFImA5stsv0SuuVEe35V+uSsN4nMcIixJtJvNPm96AHq1ufuslJOBKS5D3wStTU/JfIVKScvdlI7zpTNUIqyr8cXNDYNz6JcM2VhfB8jlMmD9ToW42nPmzAjSeTckLMDbIZCtxZgF9WswBJRDuk8JR1xnpl0yaprwfCeuJ19HehYHuETvjIuH2gGotxTRpR4P0JBKxiLnWdom9MftvbqCJvOfmG6xyabUOorJPMeNwjSukEyqroPJp6v+vb7LoWjahnNKEBvb6RA6bxIwK7Che6FQk4LTiHy6ULaDEGdz2pXefWEeyTe/dAfaN+yze2xLOzMI+i78LUtBOCWsEpEXIBCpEkFzmC7vo5YvdYaUFzxHwjZA0YblCnry5ezVu9HUQi2pwds2FG/EISVWMa33Sg9as/gtgsmTIEBjSZ7P5mzq1bVmW+STjlZu+Lr1Dv2Ftaxeg7Q2Dr77XMwYS3xvWypg8I+PEOiHYeyqNqMdWrviofzAIe6Qg7WbyVA4xASo4E8zUSm7IZjizRBrjH4mlb30OB2hzd4pMbEflPUDnpT98pXF6FK3SxpD24OHIIcKIuvcsDok4ot/VWLu4NeRifZneSiOYHxqagAFsH580RwFBWfmQitcUsyD285WyNIJcxeRn72QJgDjaL4JctZKBgABDa2v4Kmr36F6pplIXlLdQRwapoAABc/ppeHCQ5btVywQ+EE2BrulblztoAAAAAJTwWw682+7oAAP9KAAADwo+Q1CYaLshoIden3zYq/L0YuLWQhMCRJs1gwj+3Hlpn+2spPRDWWoisADOaVIFX9nOBsT+kqn2xdtuQLf71zI7B2/eGYD2CfdG2OL8ZtQHvvWtXjEt9nudt7QRGISc6zG/s14UlFj2OgTmZq8ju7QfYAAADsCQ5caNjgN7ZmmMvhvgtLkrul6meECeSsJk5Y0j+OzRuG0gN+DTBZPwlcwRMKVIwWfIkRzWIi0LaSHWoaxcm/ZmAIU1Fbd5GbVYnDgIWUZ6fNH2r/PotVxm8bQ9SaeuQsb7dnFihQ2Xk8vPymSc00x64SuB1MHmJ5mBIk0ab8B6pTmWVMkq3x8cy1hDfqNeSFA0I6wxfNGtw6nNZAfW/YwbtL9KIU+Dd8imjGAjcur2CNrl9GKJ5QQs2nwuUOftxu8GZ1dV4k//CEx9O3oewrBpXVL1/QrswaL2TeKpCc+kYPPhO3wQQgDDEPTspl6NqPUu33uht8o9BWVAsBJAMLUFE85MqoVwHpwfEBNTzXIx/eYCMQ+GIRYES6ihHazAxi0YIUQI4/SL7Q3PM5P1EW7FcPxSlWeikjNg8EdleDWg19EFoLBAYawhJEkF2u2BEqwdtrqGAGTSYiNENL+RsKabqyK+Zt8LB3Uc2jnYgU8qr/c9Yjjtr6Eq13EmMTCQpVld18RtVZCtAqUEFzVJG+roG5Xz99wq+Th1bAbqDzHVjy4jyhIZ5qSLXTzMAYghyogxxlBTF8tm93gvXrZp/95BLZaHnjDbouiUB6fFdYJ9gj4+KpRK7KaxiIiUbmf0qqUl5nHkyeAvM+JNqC/KqdTJ9F68+DdNX9b9lq391OMqfusOPzMKhI0WH00bUqimzepQBlj5Ls+TTsqfimXpp+AWTomCdyLxQJn/E1lZfLHqh9LIsy3g9CfbUH9aSJrTgj3LigBeDzPvRBzW5H1J/4zSCArRZZMW/VjferZOJtwDILUIepI/70EEfGL0hQom3FIuK9gyZ9YqTHraHz8k3p8gOtZhYYhkJphPX0D4dVjiEYCNwAJIk4EpLkPfBK1NT8l8hUpJy92UjvOlM1QirKkCL71EUp3t57e5O8DeGZBwx1eRIT9z7jf1vhRBHiMzVGHzxpi+zUz0mIhesAYheU1SJdiyK8dEvN8kfUr8lg7EAk9Af8DUO7sah5ntt7j1Hsle8MyufzOGxQu97AGbm2PWtikIMNM5rAa6sX1uLOb4A3Jx0xchH9FnwRBPQNj4+TUuT5tvAC+dik934CxKYbh/zjWkBdQ45E8B4VdjAZmEbXt7uCkSRqLQTTXcOuz1dpK+730p3T7ZXrwEH1Bsrm5VN5qM2r1Z4TVgVOA8RJhTEWzO80x0udAL5881Lm4pu3NoovtPCm5VH15VEJR8NMS0/WpTNeVa4+od+wtrWL0HaGwdffa5mDCW9754GpIqXy0dRVVl00f+eMpeBwvPUEHRoZNt+/MLVBIJ1fLMxKN93W+ZY48QQ8T0RogH7q2JaGfljuciTyjZ04ZkPU04/8pAwSJnXuZF8sSPW8VOSt2IzJWNqA+/3MZaU+cl7/BUzMEIxe1OjuptauT30ABVHE6whFnyxXuBwO81leEYwSR4eK1BK2YkgirvAAAADI5r1kvTHcIO7Uq05ZJ8ylTgVxhI2JqxlgazCAAAAUHd0LV5t93QAAAAAAYUMjysYR66dWtbC/aY3t3/xALSrTP/qG/pcdgHdmH0xE82frI7sGKDu54+hODH/eLkRgu3Zh2sDz6GItpwVtghSCf7usoYESYIaVkXcamAUzMJQ1Y7HMWVSOlpN1IYW5iHQAGCfhdFZHl9LovvjCRj30UTlVw0vRjiEqqyhOGPXpGBtS68vH6CWRtOA9eXwb6WUdRuJ6Kv9ktqJ+a3FTTeUiQZ6/T+vzHv0+fAdiTXMESpxeLA6EN+9+FPUvZ5s2zNNO7hOlNp5iSGM2HdOVa4SXpVZDU0bNPgAR7aJX8ky9Q98HmLmC3iflWP2iBefDjrBbNu2p8Ax3xBEK0jb0wuiu9qKsspcuuw9SKuJqIgZCgAns1PzQQemhcPg+pfSFfD38MxKEBRCBhkMKdvQCT0B/wNQwISIr7c/D0a+MLyZv8LPQob+ONsPvo7QDFHEyuBF+4uEWC2h/OsKhdF/ynf+XtrNFksyOprQ/3Kyfdd9b6r6DxmACX5x5kRD4Cd+JvT5WhSAwcRzcNIolAW9u5nIwEMY9PtxVvjQTZa4zKZCAohgTqt8wnPyG/lt4PFJtoBY4rYgmtf8Dl0Y7LbDko2bBACGijyz1qqcNJ54JdhV9XApUT0zql/MUhGhgNL8hAZVrhsdPL2SEtNGCcE8Vm/veGOyJGMUhldQxkjiCvoJLmN3EjJAxNedDw/YNIwkrqGMpPy99NOHfS/6iCMtfg7mWd4kgUHHD6iwiD31NerTvLF/U+2WRSXZydwg3EkPPULmr4UpdsTZVaG18bzBJNkwdWggvJlAsNbbkp9FaqYJWjnd907lsX8szXKQkAwIgAH6YObzVKa+JYqg51Dd4TDjy1IzHK0RxZyTl2DJyRfKx1/okaSyhONVLk5plUYLfhQW3NQBkoRK2NH+42CsGwHzrklGMCsI1fDRWRdP4E5Tu8vblJbzbE4100ysoGgEAd0M1+/mUkmGRMhg+MKiNW9fQEVtcOcXNSNcg1NRxj/JYku+1fcj0X8AAvD7cYSRYD4NwuaT8qzcySqZjJvbO/GqX02mkqmtqE7XcOWrhnNivrX3JZDfu2nrrVXzE0TLbtnMKJgSnybaewcoKULRAyMkjY9tLzabLAVp7RC8oAYoamwiIT316Q6/HMJLnML7I1SvHXmquBmIbD4UF6jSA5jnXp/ItodNQou6Qxr29qrg3b/DbgGa6D0LFq3nS6bOCCRFCzg7PZrriEIfTq6usIg3uKkBOCh6h37A17P49mkS2vvtczBRhHHDwGLBn9tlhO2BxpajPLUqVtxvsG6Ihlke9eQyvhqFeAPqxTn/57kvBbEyClR0RwEMbZbOYPOYNknHGl9sBViZLCvIqPzfCbWMERkLkfFfoRQAF6Kwgc4HY5+9kCv4v/PPQAAAAAdiUAKn+skSu2QH30Isi1hI0fyv0jIZCNCBA28OkA6npy114LOmEzUBU6UAy1DTcjATYo1kqo8VZ0o/fch8hhuD5OUvhGSEPD1Pa5pmpD9j2gJJIs4mSJmMA1w7CWCsS6OVg7qik9V1f8E5vsEbhOYWK52hMcH8CHZvy8DvM+smqmgAAAAAAKta2F+0xvbv/iAWlWmf/UN/S47AO7MPpiJ8yCM4nkLtXIRZxLsxwKCYm1z8WC61lFJ6H0A767aPSON9zm2XpMJSG8M7WiyXp26a2yqyvqsHXAGFWgjRVtVy2M0RGSLPjdcC/7mmHJm0ai6oByj70FwX8krimU4rJlSqeQsTZuuu6gdIqpqj+9JmR/duaRKmfNUnqhZUv34IuPJrO+697lpxhc5rn5x5QSGPaaDkzAQIT4edujjtPblOHYAvb6WELTvWENGPb7mFM0RViQXyQ7xi0vW5a9w9gmhMUr2lkbxxPEf/KJA66j6475GynyUmLsLWmdM0CsagG915gsK5VDpyGgF6chluMk6W11K9zID54g6jA4TBzBtTG/rf7QMv0JmYGvQAGQ0qQKv7OcDT55i5gt4n5Vj9ogXaOZTmfTY6LPnRefexRLZ9qKssjn4pmHG0/bsjqAAN2VDJnlFfVLuVaoGNljxcwYOtHhseh1fB3tlvgw1W7qYUBASL8DhPpHW+EsRLMECAFf/aa83h931rB6n0pX89QxUJr96Fok16BwBQNS5UF/M5YPz/ZeACWwfEXhy95vUsHNmh3Wj2pjmXeqTPcHrSzYLGvzMSj1QpOHgJq+01SCx8tLt5+cGYj3h06ibyjmofTE4lfoYCBpZeQs39Wvs793Ks64MXdJNl/8sIApmQLs1Zhs9OxX847A90PilhvtTyAoQLQAhoo8s9aqnDSeeCXYVfVwKVE9CiuXv+SJ0iS6WPmBPiwxth7lVdW86+rmSMzN7PlOydPDYnmJUSvrs4VC6gkM4j6BiiXG6BnccKgzT2bB1TNG8wQ6zUpVtVSyldXkO4evhAgeJ9KJvogCW6plA5T7DRWzvGQFELzwvevH6E5kelImPnJ2YqsjhQGfVe34VvQeGBNVaIabekXk5nFzSR24uEI/H/H7i800rP+Z35Q9yAKVa74DqAfg0yKDz1kU5XXVch1uAKmF5zlUhP5mCVgAAOw/EeUEdTwuzinZvH1ONOFz6CSB7K0s1n6YvNUwkLHfcJMddDKSK7LGJ4lm4+u3UO1VXP4BHsnzwpmahiUOfGQW3gWE8tOBPsNIuyJZyEwLWwOT09psivAiAuyQWQMJoow3xvgMh8BcCKl8aP3fQEhOuQqi3cpUkCXx7FvI5MT9MMjQ9X56OQhC5XgbOLwIO7Hk1wE2VDGeTX5gC57w7InQKt1aiRHq2ihTx8LHSi3GQUgYLwumLiojJBL9BiFDR84nlBzPhzKBTnaBnT+9OLzg0W0OwCfJoqmS1olBYFR2Z09MqEqO2kaCFtqgeEVigL5BK4GtdCCcqUkdc1W5IgWsLYSa0F5URXSudc6oY2dK8RdX1IrbCzgrAoWKGm/iyufAa5mlFURjSHfOBg94qKig2NkN6c+1ogH34IzMcpXtRiC7bcTdFN0w/bV9Kvivn32SPfix6/YmWdWLAA3ArwCMWTbPR44bYhbQ1tCu3vVh1TgHRfgKARLmmrlgo8c7CFN9RnpCibxbNxfQW21wf8M87mjL+3MysyG1vKxsbOkCUu8ii1Kbs/ralEBt9wuTt7zSfjB/XlTa43rdLadC9du3POL+7YjqRtBSyXPPYi0404jAAAAAAAACUG5duvNvu+ElAAAAAAqE2+2u3J4FMowrRN/8dEafeEmFuL6ObG8QWq7f3vjPa1YHhxIf1YXvrbczUUeEunuemVwaqeIhWiliNfsP0S72+tC2v9nZ67Y0JSEasYnuN9jFZysK1NdvqSYAruvzvqIw+O+gcQkHjOszI96qelzTewdcXZ2RtCCGG33mZ9cNaKj6Zj/UOvm1fgxx6RPQH5NHzrjLCG105inBvjsOWTGy9cA8VXLK8DxdHNBG7Ff8Z6msjBrWaG8DBQKPT32ZLzg6mlPXNhZxz2f1wiZrFCpXjF65WVSbY0N/t6m8t/Vf+/NkDJl62bnm7xKT60tXe16PoU78SjOhuGQ/k4oIuDtwwmGwSkhWTjH5TWbwspWti4sjaNI+AtIIUkguG8f+vBE3ZSxFWzG33AIZd7VIDl7OwTmQV2NAkhD0W9DoZGoOZkR7ITGOXdIQb1OBclFIaSy0FzlbTt1kJ6goqYgNm6OdyJCBLG6Nvh7HQK1YjqiFnvcxgmSSVkUYEJJfH46FSz3vuDSXsH6amv9PNvCHhP3uHwdYEpec0MamuWSePWTo1Bk4INT19psNwPxb7BGzC91AM76MhzrRrdgBU/3JuBXerBTd2FS4SjN5mu4b6zfJNgppZ7IK7Sq48p+/YXah+N0QsvcV1eEpxvdyOnLi9kONS+4DeTsEcXZQwqpNanH1qrMyYV0Qg8qyaPQCe7+Sas7Sn08GC2hjy/Jdar7TYftRYTTFc7YozK1rbRzlM2ski+DlDHt2RKR3m9XTY52+1EPALNzC7IIMzW2gh08AsyF1uT6lD3IMiM7ANPQg0IAnNjt3wVHWZZVnJ4i6cL2zffq5MeS2TrhqK93TPXJFUwK1YKDeOY48Z1N19tBDW/gtBVBJEykledJF4jcoT5qgwKCCh77qtY4nq3p8hxWCJLyjd4G+kXUjDf8KVkuMp9mR+2MwwbRU5SBBiepxXh19hgb0Tp438wSvQmL5nXu+Fxg+F6Myb0HlEGC3d/ZrdJmtMKxLrKfrHHw2pFooowVGjBkUKgBRmu5ycarQZQAIsH3+5qZd4H4lW/wZ0Zpa2+4ujkwzpC3GQapgTjfbMpq7nfcDqni2fAVussH7gAAAjglIaVR9lt3DTult3z/BCcOnl7JCWmjKXaR2FoGFk3asa86cE8Vm/veG3POCVph2Tp4bE8xKiV9dnCoWQ5DaatUZyXG6BnccKgzTnAqIyKfIpC8488QYoEbp56eAiJaojV5LfGStzVQsqAADnPpa0GsSpBg/93rPdp1dosf0bUom25t8U9DwFpxqT9c1lDWCtVseweiRxjQD1h7NTC2Vj96pIm7vMuOVSXQIEtyfOnJJ7whY+SqpELysiClj6AhNTEz09L6PclSsXB3ieQRSzdXXdGoIi56OH4cLtpPy21ITI27xHtCZ4VjFsE2EREzaxBDk6PG6GU2Nk5avG6+KN56KStynFYiDdNvlH/fd5ByyvMz2AW6ALU06Doz0d+UUrsCjDnQeJaxzHiwbPQwu8uFhv1AqgI3bSZBZzTzDQP3o6iZm5GLDrM8G31Af2vhVF1PyMrs8AYPsnkdJg67I771fqYRhmELUIAjFXgAb2Ez6sjNcnuSaSsj7y1o9mgWRqhLCkeTtRjL132iJK4wXVwTNuMJxiuZy2tKnmfeiXnVnQiLSX9KgPYYhdvBWTbV6NQ9G+ytGLEkyrVfd05C+oK+lvlBNMApMjeZPCd67ZUmD8r46QONC1cGwiabXdrF4Ze/TmggfCOBFTlSnED1i4V6mZEgocRkQR/CdzAPAVeK0QZMtE7fsVVOk33WuY0oWGLgAqKovDfGCSNKhvyokd/cBkzkO6U9RDq9DmVVx+BktPDTxYPVhVVI14MQ6b2znbAJS9KAssrixVafN+aUUBo6K1TKFWmfyQ320otCPBXoHAvl6rxVvNF+qaFextRbGFpy9Bgeei6aEOme88Z3O7Dd5wEajL13+V/0dQ2KOykBWn5pgwDQos2iCVHBoyeqnuXXjvN4uybneNXjCS5ngKHJy5xetamqwHDNXORur5P/4/MJW/RE+IqqNONuoPx1sAySu5Yh1v4cA1V0MnelFg5SawPTl1Dxr8TGZlwI2FX0O42JXvWpdv6JlrX7Hj+rvRR8ylBDobsLYrcQkPCQ6/0HH0tXqwmzKdECg4Es64myOA/biMstaag6woaT3ahMg4Dv/Alld+LDavZwkze8NFLNqxraeqWZ1XT1grzb8zzyWQN1sMMpmAifOcJCoV7lu8G30VtWAA29L9myLBjbI+lWUSUXTiptj0sZjG9jGAOxsFGKCzs4IyQ9h6jJbqjzriZmCoPtSE15zcgpx8lk3vOD/aGdc4ITOlapZXUngUmRzeczZaQnZZ78zx1ozlBU7S1rJG8/JLQ+sHoAD36S1cWNyZ3GdgxjyUAH7+wAFYddaD9y/vbXUWE5XEBAAAAGygH0Q9UxZURKAAAAAD9ooKKFdbDYLQHFIFWk01i/j5m+sRUgAS1fKXye+7wPxKt/gzozS1t9xdHJhnSFuMg1TAnG+2ZTV3O+4HVPFs+ArdZYP3AAAC7BCU1MHgIrGPIfHpr6F702pvztr2jf8n9OZA51059U9bvMp9n9oQoL8C4yaLP3CaRZQ21EvWFsKgj6Im3/VXuPXCOGCMcqtf1n6tGljmuV9FI3ppFCBcLKy9CQbOjCuldvX0l1+FZarYZS6B17q/i+E9FdbiY2QHe3xUP4HuDub8tJX8XC/k3qM7BVzBL/axKiS7dCnqlX/WS3BMj9Ygw72TNtgS0U2svH1bSxWowHNojodb46IU707fE5TXspi4NauWzn7R1OUG+MDwmL2AmihuXRPeRhQDlVeQRShaB6cqlG4Ipp6KAZ+mp31ZrfBC44yZZGrkxqw42vc0O1HKN7ZhXNg6SqBkCH9gF3vLLoJrSy2vvPAs2JlQwdHnOQZXh9KR8Tkt0nzZSIZ1OzYHqwxaRBzQ9HKGgIertnNolulnEBWgUP1btMXULwW249myIeK0rwXzLf6D4yWilflPGDTWB+MH/CbblKPw3g82Xpl9D/WhdDYnqfKbcFls3QeET7Q2J9I10+7mSEY5H0hsIPQmonE1MVQmn/N4PkjbjAXY3R6I6LWhmW1UjVu4WLqBfkVL+lVt/LoPTUQtSbqZn/HU0SoGycpMdnydBeCdzm5FkU8pQOBGwS6ODaXOeL6NVwlQ9/ue/192ktuVqIP6AyfMu1DNpU8eUqkXs0CXCThHY7tPUvPX9fNIV5x4+WFURz9LjhQbJxM1/+fjbJukyacgIK6+vycG+coRYDG92zO0EYYUMPz+V1LD1isEuMAXJlPndr49s1WwV1hDms+snNv4w+Yw+Jk0EqwapsOjjWuqAX/qhNCVo0OWoMYTEnHRdwS9kvA1+frUdmKIFyMXcW+sM1DwoJj8equ8OznxEk1jkH6jrY6emauKB0uoCozWrI/i33va7m6AAZ5DPPjrPBp1mQUxhUnTBhgVBk2z7t9vWZtb9X/9/tKc6zM1lN4udOMKDGqfG38zdtLY5j56q7wLdwhroowkUrzwChB6UzjYdag24i0998zhCvkobOJNsqpiNnMSTSqlTyknkLQhifHsL7iNJ+AviokToXRA1VpQtssCNwdfMRQUPSoqnN4WbRq+UXbRt7BfukE22lLOXCKa7/lM3mhZ7Q9Z42MgTx9aEL4C04zs9tr9z4I/fkeOWubAizaNFOBaZmi11hvYlA+3jPwdBND+Lua+/oAAabaIiBzPkGQF3MTPaDBa76ZcHxMWDdHNbM0Xa1aZA2arMHLu1B3PWbFdIIArAgB7xrH6Z24tC/SJvQ6Df6JfSyEd0effBXJ9c+NnqqpELysiCOvxGxXSLotCS8XnQGL7X7TE8gilm6uu6NQRFz0cPw4XbSfltqQmRt3iPaEz2oU8osQMrBDchiCWvipme0MQTfmgHW/l11gqCvbEF/3pxrgs0y/i20ONBlINH6lugzDuo8LfTneMvcD+BbjsbKDJ2mJvAkMyk214G5X4mW60HAZvJCxEB1BCCQ5Tw3a0QysfUB/a+FUXU/IyuzwBg+yeR0mDrsjvvV+phGG2rLzmp8CFgAPO5K4I81Nq+0fkzboHDCea0MssI/fmIzEtqirkZgO9TyARIWSjiqXytOaQOrM7SVGkscknFJputvfCG4u+tYa/AQmnQe5MIH84lwGHvTJMRnVVzPVNtSB4fuKUtHonCsJnMM4F1cLPvL8w1Cp3gwizVhCSC2I6OgoBy5/qluc4vacKyurUlAendxoqK+2SroKUL9YBQewL5czD+kQS5vEBI089Y7Gnrh7ZcfIxYr1Tc1JUVruiL8TK+wg8BFrAAijKRIRcZKh4lgV6+ZDTRdlYeP2hxKOHJ61XIolz4dli9joAAAAAABcrrAKUVav1xnYMY8lAB+/sABWHXWg/n3ltrqLCcriAgAABLEka0NUWuTgAAAAAABvs/eqHbqLxxlsL+cE1wHUmabImUr9CeB5Chpx6nuI8OsnvXgsBUV6rrCgoItjsmKZT6E+cSjCmDzCle255OZoNW/SND9AfO+9DhEfE0Pw8oyhIw1YaIlgQ23RRTACIdB2Ofjk11+12kD9pJuD9PQ0oOAoVWBFVNeLxk8LUK6Y1XKHncWUAWeFgGb30b9w9sxqqdX8e2PRx4xcCQ90ljq2ghSfqlDKGLRej0cgWizK9pMnh5Iq0N3HRfGYJf7WzWbwxKudluO8EvJdC6RC1veqrpapQ9US0up0NBzBb3hbDO43zzU3atWRbMCiTXuGq3aivq9YusIqQpR9BNgeY+wLDrBA09dH3clQG9Gzr6TRp8LMViDnCm1fUByfEA3OEVTLGiw1Kol8sd5mY4BLCJyXjkydfiHP3G/akFuEthHeS1RbWTnTW8ihUbuqBgZtAhfXzZY3tlJDTaqjvqzaB95rYQLt1I0BujZoV/i5/4R9986jRP1jiDI+2B5Z/6WIpBjl59QcHQ1OkAfkvJUWczt59lTCu77VXZp+AEwuKoAG+cZXbCemNhbBAS+GmUzDi+CqdXpN9wuqT7HeHpq+upIdSSUozP6GHld8/tPAtDklPbXgYtfKNQFKtHfR87lc8kBbsHsGoo6AEQiVqS7z1xaatu+8hYcA5gwmDwQxRdw2i9ceFGTHJcV7v5Gxh80/UnS3SP/Slrg4r+yJ0P3GnMLKqkork8O0lGT23feQsOAiEHHkh9f5+qyZiNgUV0qbPaW3nt769Kee3RPDcPGlooMgatYd6VKn0EG902aBiKd3rN6G1LmwiCcFmNJ4AU7C2COdIik9OPSEr5hbqgCr8DRdkLvnDpD6i+MhOeEgV5rqxWKQbS8AP6AB7uX/MR/cfeQCLJbBW0lRKK2G+Mf1Kgttx0iYuPDxNTrcwtqwhOcFXfKyONAPm/bx1qArN8TU0+jTzdrPTO7yLOURx40TjKsRSQqoIn7sZWeicALlgOAJrs7retU2SumpU1WU5FvFn/VRzYFHkgAABBQlNTB4CKxjyHx6a+he9Nqb87a9o3/J/TmQOddOfVPW7zKfZ/aEKC/AuMmiz9wmkWUNtRL1hbCoI+iJt/0qwK8Lv+R+7ngIgRD1rwko7yjt2JXnHniD7CWwHVTo3hAWmzfCAAAAAEpU1S65bKKQyWFK6llpyS8YWzBsx68AIu539+66uHfO4OhMvAPk+MvZyhPP8aW1RKKJzLExD+GnIbSj//P7+tzTAx4bk10PkSe8K4bvPxewTNOQCZZZIQi6BOIyRk30/RZczV7xOs6EwP5odmVQXfBD3VA6qkdFUHycf4Ov63UvBkB5At+6MOEf74Aiw/rjByMIpH1dRQhvr0BWM46RqhLCkeTtRjL132iJK4wXVwTNuMJxiuZy2tKnmfeiXnVnQiLSX9KgPYYhdvBWTbV6NQ9G+ytGLEkyrVfd05C+oK+lvlBNMApMjeZPCd67ZUmD8r46QONC1cGwiabXdrF4Ze/TmggfCOBFTlSnED1i4V6mZEgocRkQR/CdzAPAVeK0QZMtE7fsVVOk33WuY0oWGLgAqKovDfGCSNKhvyokd/cBkzkO6U9RDq9DmVVx+BktPDTxYPVhVVI14MQ6b2znbAJS9KAssrixVafN+aUUBo6K1TKFWmfyQ320otCPBXoHAvl6rxVvNF+qaFextRbGFpy9Bgeei6aEOme88Z3O7Dd5wEajL13+V/0dQ2KOykBWn5pgwDQos2iCVHBoyeqnuXXjvN4uybneNXjCS5ngKHJy5xetamqwCAhQZsa2Mx59v9Ux7YZzR+k/30yUCRCGrZ7AUjgsAevJ3pRYOUmsD05dQ8a/ExmZNhDuNiV71qXb+iZa1+x4/q70UfMpQQ6G7C2K3EJDwkOv9Bx9LV6sJsynRAoOBLOuJsjgP3brBvrXlGXZLPvTFfDA69sZk6fJ+zu+a67mzzX8y1LxWGO+n0d3WO059cDKmW+S0ZzsTK2HyFktPOvxWG/Iwyj8Fd1D0zL4HwvDvm10Rbx7tVfzhoalNo+t0aCsXQftIPhuNeL0CVoyi4MNUnZfL7GrNEAfJYumA4ZF2USHGJvhxQI1Xd5lmkCzryfUYisRA54nEOkAX6thD/uWGcnddPtI6+E2rzCYcWzaR22oAAAAAAAAA=) 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,UklGRrIwAABXRUJQVlA4TKUwAAAvIELZADWLI7dtJEny/3/dqUY5s5wjYgJYqlG04MvCt/RY4QEl8Fjw7Q2HjaqDpbmw0xkv92D6nT5RvJl58JbyTR1Ra9czHBWpq9YWCtpamQQsbUyC2gGi3A+gKCJ45Tn48N4X9NxgxU7thZ1a8txYqj3lH5Ykg82cQa4nfE9P0bb5ke1s33SHRx56ZkMwnD00FMPw0ENDMQRD8cwRVZl3alWl1s4r159kIAgVm0CP10gMBKEZCIE121wU0QQqvAAIQjEQhGRQEJpB4VgQ5H9jQSgtAgKQg2ZQEJpBQWgcYnBBUAxW/yVBkiS3TS0WAYJXD4KHZC9q9dbTbJ9n27ZDx6FDhzd0eCE4dOjQoUOHDh06tBw5PKFDhw4dOnRoDKN/Vd1zrX3PntP/TaCkRaC1CbQugmbQEJpBMSgeZtDSJjB0CJR0CLQugZIRlC6BhtAMisghUAxKMoH+LQIlrbSD1iFQ2ggGg4bQOCaDT7oEOsSkKR5e9t8WZNui2kbr2mRQhNSHuYYnICTfUuv/k9ymHUFD5w4MNAwMDDQ0NAwUDDQMDDQMNDQMNDQ0DJ4Zaed5/j77mAK2ih/dIuRiFqoRH3Q62BemQtSHSgj20YL4vym/98tBxY0XpYnQsDTjAy7MnVC1bdsw/P9ipQwsru3JLhTLCofhMByGYTgMwwfDMBz2fvafgdtGitJlMRzfC37Lf7TgP8F/gv98Ro3foXo/APRykJKAn8Zgu0gGxyuR4guQf/CjTQD8Y//BfxF+B3/p3wnh/Acg8uw/kdVPYNOwu3IXybDof/EP23b5mz8iNyn+bPq7PyH/qcDMy19YmXkVft//VmXh/+Sfa7Bp1vXMphf2FrgoA4Rpmv5qpJLiRr44/AuAMzz8PcLvtDIb/Z8ZNu4N28p6r/BFxrxlBv1wCKOjQciAHZmXCNy9i8DKK4jIYqe9mF83YHWlbJwzIb89MljzVl5AZYCwAwO5RwEAGh5dG0BwOfBY7RZ0hj0AQHJXJh45gSSVyA+sZJQ3QHZUiZ6s6Z2eHUrzCRwhHCUYNuEKhjlcGcIRy0EA28ULwWFHCXoD5tUw6wP5MswmFKBbDRvdVcOcoZTLhCXZMxh9YCfmTQe6TuzUfZWIFxlXb3SqbOkLOj07Rr4snDFOOFw25HK0RbyXAwCCe+T52nAYNsGwKTkQrkcRJB47Vr6I5iQoc1DzdjFdKzAHNjowD1gI5drIVBnTP490ewYOmey52jO0S/Yzb00n64R7ZZ2EM3PgVUGdHGY84tetVq4QXeBF2NRkDWwcqDuerJV4pipT+vVxal4cH1/XTtu/RAqYhyJE9zc5WnpVnZFstR47Tl5BzRTPL9CfmADPoaXtpGzpT5fpBhmF2azeAhBaWZPD6JVX+VZ7tEjDHOg9FbZhXdeLQ5aXLf18mSLdf3ez3vrhWAIz82lpgvntYbv4qiaBJ4fUpjY1fSbc/27NqrmYvXipCYjzKzDr9EVDXNh01bRd4DEB/gMUMLDpm1X3+MthuIgNj2KbFUAOrGnCjRy2i5e3NDAPkE491CanBwGkwfCamiWe5SECltwjdYYHYA6P6M5BMfS46QAOgsLAxr0hZ3iJAEBvEmEvoRMgyekRgE0wzHwm7G8orcxh1YZslKSZL224ci1szmEkuzoHvtY+Lsx60cxLbJ7SzCY81pVz4HCexpAWNuu4kcT0EMDMRruI/Q3tuF+Gmfk6Kl2+mFkPVWkhHm1BNhN73EMlMcuNvUG1D9CFjC5U6j7QJ68lD9DJ6V2fHZIlKsjlBIOUd+ecN1FnsxKfuUmiB9hyvkGFCdhrBwDQ4Fkh+Qh7Bd4EQ9b08IxxAyBF1HukO/AL7aHGI9TO6T9a8J/gPwEEgv+k4P+srAB+8oMZy8TmJdhgXyC2R/f34Sc97XgYKZZ5vQ6EpedSSvmX/9Mn1Px2vhw/8brYibRl2eLC7N1xOF8UpCnfAdj/q0EKgPIuQjjkEbaNjLEDQL1D3LjNBHJaDUti0lCyQcSO6MqNHSn/YYvAnX2+IzC1nZ0q1R3/4jkBcftDTtQRN5vIHo1bl/8hYN8FpXjneMfJ2glQ7Ua3vJqzAqHeXdcqaIVgxNQ/Qva++JKm3v+bvLewhKEA5f/5lSP1vng/A8p3xVeCXbAcERIlzfrOe/+vts57398gvuLdhGrSGGMfOwqF4HTB+iPiWY5IzzxLP5Et8+iHBaL7saFyUsfUl6dgyb6VKoWKwvbDuwmzz4Kv9f9swPqjZXGLnVQISDdJwFESgK4k2uw3AK1Xj2aIR8ypzILjH+0tsey4+06mFPsVO1xJlfQQfNGVRKZLPMROKgQeSim+n4CpL8dj/eIV7bt3x3H8i70Vsv6Px3E4/13isJJjXKlSzD76Xm7gLt9FX/a22oNqaKkQhC4c/i+v8oUsMYEhSXB0tRG/RPnGrDypEIR4Fhfp7iBLqCSQJelX6qjpV3IiVe6NEn2z32RJhUB0t85b4JtXj+IklP2vhCFED5uBW96zHABS6STKhgnm6MotTDfHTigEI/5U+gnP0quo+pJodyk2JlcUbcc3P99T9rM0fPN5uvt4FVNmA52fp/vwM8h04xxjR6EQgCBfqQVU8d6XJ4RtlfqKsUEsdt57/4cob/pWWWYpZdaVYP4nV/ytxHibNwiFYEMiKTwScN83IGKASc7YgXjfEZCwINgGMaWhHGqpRbPAX1uSNBVCoMafvIkhbqDGlgyvruyZSbmQ4P/Jex+VnbwHXctJH9r1w7bagbno7Trww7aGtWUetlcSuR9K1hxsUvl4BG4Z2hywErxfbNbgP58EQ5LMDfkYEQOgXlHvIOlQkIfDoViZEziU99X91DcFeq8gU+QhQ66y8YVKNGeCD7XSDswJLzb6+Mm3hizNs6/JmQUV7R2VHtvHGvUNAADsBtsVWmD/UMVVdwBwj3qsVn/TLsS37ha/Ug6rhCFh1X8DEH2toH4WYG/8xuFCZJTaAEiSjOtCkC2iBtKoV9oEbKuGIQHzaywJ2FzQ2QKpjK8ZQMqqW2bgdsvSRSC29j4Gl7DvxOKqQQSlOBLBucHdaL2fUUk2Pw4EhvsYSiKhHUa/oSbY4mdJZKBqXDcC4lL6YBdruPja4sLGcJixMDOvmEPlWCKcWQ17WF051oTt0pqZLwvBoi0kSmEmEbcOhplf2OENhREsc7geVZjAxkEaiFQLiQOtI10I3G0nLF1aBuv2joVXhS6siZ5R2vS4R+MeGZ/uePIQ42CGRzyqe+QXiAXejFIlXRSnVjYldiG06MxloVYuBHvfL350VBh7XZusypIxX0yjA8WFKxcCSkvXA+1azUBcTQfgDJnmzAmgM8ujEUAOOgE2rHG7LnJTtQqWTWslU965WjfBCeTROCymYEcXdKLYpB8tpgcwGCeLWHb0hkbkO/J1dyJGrW5hqapeaRUZ2C6zPlYwjub5WtdVmxXOLNjhTKhc5toebUAOgmgH5MocmDlkghPIi3HCcYzSoRWw66PV6HVdL/ayBKATEkCAE+1WuoNkPdRM9sGBrEPMEMYpiTp0bYQuU4onzaIjyhO05a29m77QMMpEeHy0kcuCLLEBZEkahcMaeSM5kSp3AdekGeSRHevMKCnMIKumua7hHXWiJOGuH6xjx2ncI2WFDrOmR20UasO1PbJJWhu0Auylk0QpzNSgF9m5hzkjHUDpkAVMskIAIFgK04gUmIMb7Zb+tbOSwwSnjivMtHjy2NrFLOIRzovXrAazJll4VbaRB5myeW0IRblgXIVd505zyMgVZtbGkdCFayOWPBixePJry9qUbkTd37GOHY4c1h4g7VAnM/OYxO7FMPO6QVpaDLVJlM3DfDFzcNgpdh1DFjEFNGdCC3SBOQxBCNvJzGYYHIfEsb+lq9WPNiE5skBscxshOgCVswIkLKScN+qgONEmFwizSHESos35hjCAghwj0qyiljbKR9tyTmByHXpdtwq7kG8m1DrqXc2sjVVvJDacRSA0Gvc99DoU1UlXe9NDjGSrfQMkDzIWNvjPJ6P4EAW4/5tEILFdW+ymIfEfExl5kKnQ/EcL/vMZCwDUKbB4ReDL7wMbX0JQNkKmGA8jcejP3nvvnvhq7EOcaQffyy2tix0MoPXl/7fzjx8KXytb7Mc2PEs/AUiln7Dvkjs5YAcESM3dX40NgHCmIUtU73JGLVAkkAQMGHT+70C+QfUXTG3Xku9yT1CtAiZrE3bEO07WTkQYty4/gco2ZVuRKrD9Q04PVh392aoIyYtu8Wy3iMm2lbqidi2lElAVUduJSICp7yfQfROB7H3x3gJT75z3/mi99z4D1ndUsCOVytbFivyL/062EBTBzNgb0PsJtO89YdjiiRr2hy90kqkClf4RbKUuBZHgLi5CvHfZ/BEx9eX5yHcxHv6HxZ9KuR8Vhcn5v0N0JSEegm2KtMqBrjzr6Zh9FvNuwux9pqw/lX5CPLwFvvkWyL7c5H6W/FnBgu+QII7yxI6/8x3dHFDktmj+oR79ih3PH9+A+wZgvRVstO8lAclODeipHDSBVhx2/OotZr+Rm0EXq48D0ZWbYIA2FmCsUHM3R2/MahL2iQDD9q0vRWynWe//2E5oQr/Ld0k3YQhUcqhDtmM1neD67t1xHH+MHSK7d4BGKW8pHt7ltqtrRzp+eN9FKf2LVGlqK2QhwY7jx7MKXXl+oRPrMwBbd0JWct5+2ZMkTCKvJJAFBZs/IgByAPLNK7InMpqUAWy+E/ZhV9fdfwNhSulvLvtfATx/HLhLP9EPC5jYQsGO2Tt1295vwJ9Kr6ItJTXK57SV8ic8f/TPNPu6ovvRxvvwVkZ/e1NfbFT9DwVkf6Sn84/uUmxM7lZAwY72h/e+bHgQVPHe9wmN6or3RYEye1u6mjOp9977P0RI6G9IShUmibP3/ujKLWKuxIIduO8bqCEA5HJEIx6KCDjgnuSP1QvC6b4j0Ji+i756qsCId0QdhiQmQ0CabwhYb+VbrKkdEvoXHLfh4B+yFxH9Vbun+ZilDvVfOUokg5Zn0vkQ/aYPFPiyXQfwFOD+YxIBHzgNyUrwfrFZg//8D8EBAH7uAlB7Re/1DgDvlYC2bdWN30vhp7NZkIcMmSKVkrDXOqw/8D4JnSarxe+hYK/Q4ieSZy9tu64Ne63DmeW9kh7bxxr1DQAA3itsWm/v/3DrDgDuUY/V6m9aBt3sNQIIAsFR81LdWhuAt9Hrx2MyRxQIJGGq2gDIo/L3R+Sf9B9Io15pFbjdsrgbUgFUTq33LW43lATE1t5uoDbMr9NvxPZ0i41tG4HYvcaS6um2+CxOaa6lZl5k71sSUhlfMyAPyQ3Oikkmf4cEcSl9sApYzcawtsB8iQJvTsNsimbmK2O7dCUIMxCXyhYOwBvNxpENlE6CmZvQeYCQsRY5MS7MbPQjzKHCLFEa5lBJA02c3Di8O8LddsLSpU0gnjxEeDMiadMjDnxGeA4OvWFt75Ffj3hUsRid0JsxojcniO2+hbuc88Zhzgb0LoQWdBlrkRMLrxtceKQqzD0aJ4tYohpZrPCqMIfL4r3xYaWl64EWkYNOwKa1cuaMQNKmezQAUZPborBiuy4LxNMcUFnR+x1qg9AYkUqPWvqO0bjY5scajbVIiXE1HXYMj5w5AXRmkSVYbBCKa6iUr3C8Oxq1uoWlqnqlPTizoObo9MWFErCGDGTaJmwdtIsOgUkeO23THE53N6Ivxm0X89T0xlqkRGEq/8jzta6rNqssyXw0EQS8O84o3UGyHmomq6ASMc++aUTjTDiHIdSFNATm4JrQF8lJZjz7mkyo1vnm3iVfaBhlIjw+2sUoORmqFtO/5UTp0FZnagOgBnNtMros4cNmZMTtuqykAWTVNNRm3yknShJuu3a3QSvAXjodZk2A0iE3KbRA0qGj+7Azdb2CAyqmjC5LmNOMlHiS3buwFzBoo2zDC5YsudhpDgCj6fDueIBul9RZxY4Xj60deUAcebR55QVNYu3mk8cYT35lV//h3uj5WYJWMvoXSEo8THDzYh7Fk8fWLmahtSHMxDK7i8UOc3XKG53eH9X9HZtIi2HmMQHpZGaz3I26VmY+FZB1RTtNJy8Sejhk9C+QlLijBOYwGA+ok8mVQMvBdMB2VhRNH6ATlHzl98SZxLG/pavVj1axAypnBdQJsAuXEw9ElCjacgIAwSYQUs5tbEgXxjTWUkPcEVuLGowwz7ZRS92od84W2N8V9bpuFVYhbC6poIGLHIjIbXtDOiT0L3cd1M7SxC2bpYn3XVGC6qSrvbnXynYQunkfnFey1b8BUu5Qy6I+EL2fKgOA/wryYun/5X8fY+FDFOD+bxKBxHZtsZuGxH9MZORBpkLzHy34T/Cfj5Ug4G3nvQC80YOsPoPRgv+k4P+Q912DUItMwXT2sOOl0XF/VyDw/ftU9WE27QB3//cScNM7+v59x29b0XS7Z0P39stSl0Dv7NeGMQDejCLp4r2F4RlCV739LuWu6s3C3qs30DhXM5Xb7abQd+b/tnUPsi0wC4vJCiIZLxuzbREyiE0HcR14a2vIbylOkcrt3vmjD2kNHZySM+jAx85kr2R2au8dcBYStazrGoxe13P+yQd/zkA6w/yezNQGr/BjO7Kb4gVMZYEja8gAQBE193gyAk1g1Lob1YC9A4txlNPMJbG8t7LWh9cSu2vfVPY96OhkW64dRt+S3ZLc4G7bRgDZ+zZlBRpSGV8zhDmB+XX6DRnA7ZbF3dihcmq9b4GUR1Nygs03TLm6mydzp7IsXcT76nf/xs9f0JilEjf97wJAXAwHNh475sDMWl8b4sLM5jReuH2bAxvDSwQBx6VShINGMF8VSFvAm9Mw8xKdYWbjCD9LrgHIxLImvKs69vTXhEwScCyC3qwK9jIHlDZ9VCM/KrxucIFpRIR7NI7WmzGiN6cRpooXBz4jPAcHq00vnKlq4OpCaLGYgvji8r5q5Oc3zFaDkQAQV9ORi55w5gRgw7UJmEFIEHVmoamsgO26rkacOSOQtOkeDdhxmJNGhmziGo171APW5/dVnn6bevAFCA/dX4/aoBXZYAQiYLyY52tdV21WUHG76BC4Pi0AfocLJcBe1yargYuQnOFADqvefy3UPCglQb7S2zKhWqd4CxXOYQjN8+yFtobFKYqgHQOzth+aE/soB508D7JsXYP0x2GlQ9vwjOehajG9eBLkSV0yAPLJy4flwztOsjkKLzjMmoAcrk3ALEKCCC25GL0sOlOfwFM65Ee/A6A3o/RTpC4JpfUG5LB+YC7WmeBUCWFGPHmc3cWPDhPcvBghImrtYhZSPPmVXeAGxZFHm1deAM/mNZdgOuDFr7xVfKlLXI28WDvygg/L4y87XGDma64udTLzSm6XSmAOoxhUJeIxgYCzZjbLabq6dqSTK9FdNVZyhx1zEB9/EXLJWM3MvG74gDyCu4vHMrHNwp0WVFY2VCG2bRzI7gGoKCtABG85ARBRgkfKg2cfW2GalNsIKV/KSulbzhvw3n0OaO/PImwT1wMYeATSsAH2Ch3kuJo9/ZYZ9p0kf2aphp8t67v1WWTbirUXh/XiMAOejV7NVzsgEWqw2d7lr0Oxrlo1XCEsFg9Ct4ag+/gVc6vDB+OVbDZ9xwFSwtc9rvoIvBbWf4ym9x7n4/iPM/o+sWrBf1KwXT/vm/5uERaAN3qQ1WcwWvCfFPwf8r7d8iGGZ//riPchs0zgN0/NX4HDKPhmusJxMbPu8Huij8i/Kw8Dh2UYjXG/N359OP5tmzjMZQHM4bKQ/gs3AUqocdDxRAJqkNJ7ykZW6SgNbRJRLQ2B+Xpxmh70GzgA7TD6Fjtia283uBut9zN2qJxa71uyH1MZly6istlXATC/xpIgDnK75dyvpqz7Tkc5Bpcgt9n27oaSsJWhiw8RGXxTqztvq3P/Gb+xXZclbTkhLoYDGw9sl9bMvA6GmV+AN2clWCIwBw6Gz1SRA6+ICxvDYRb233xVjLqTs1YTiqNcFrCa2DZgvYilVMAzAZ4M3pOzEv95pPP/zQDIQSfJXUlvVgV7meMRj0qtbErsQmjhOThYbXokHWakVbBtCYVXhS6shI9U2YZqug9SVh0e1T3yCxgr28jlEWt7j8yvm4x7mMvCXm9Xnpsbh9fpRuf/qyPk/5kPiKvpsKM3J71BgzMjgNE4eB6w4zAnYttGwLOnNooFzpBJzpwRSNp0MitJYM5hBWy+AWeWR2GuLDoCA3sspgcwGEcF1me8+/+7RZCDjpDdzW2P2qDVdl0b3Ts7FpJ/ZCvN3Z9XMLQN2C6zPlYwDrJ/wzd+h4vcKpkKuSoehE7K1ELFq9Hrul7s4QyH1wzs77EmHvxzr1jhwzsgRL5S07ZHaWX9Gk5pHMg65Hn2orVJceFrGRbTKDZkhgK0Y2DW9gNwEk9zCBc7yIEyPRxqfBKurfDvAPDSLiv83EwbqhbTS6wNOsjdn2tWmCFb+eTl/f/hHb1ZE4A5aCV8h8ILmvQC0JsRnj0QR7FdwCpLO8gYSocste410cti4Ca9eHiULJTWFPn+v9iOuLB2uQTTA50JTpUQ5kaZ11yC6XCY65hHlnVU2OOiXwpx5NHmlRfIrPXlEPo8mEblEIqatXEYebF25AXv/sdf9h33YJg5FDwMLjDzNaNRY2AODogV8/L0J6xNgg0H6BjpZGaz3JBZ99pQKo8POtWH+aLXAaxmZl43vP8fwd134M65FR5Fiy0lSB7E36nBs4+tILqzFR/9l2MlY6icFbBTqwiqGQWxbSOxy8YTCTbnmwC2nDfgvf8ckHTLQEpoJPPsJSIAjdx1DKm1+aRvuhIktnfks8i21d+4r2P9MLwOJQ+41eHrWD9Wr2Tb/7ff17F+GF4L6z9G03uP83G8xxl9wX/11ecs1VckPYb6imTiXM30BeorAHU3VCybOxmnmAUAH/C3voI/Z9DLifXNOStwqwO86itzImAxDuRy8vHk8zOkcM9eNpyQHlL1lRR4nEdTsiWXSwI+5Q1VmUBxZ4u9wtx54CEr6XCYhzFeiaj6KgmB+20aM5LLOYoXz1xMoTmsj5xZcqgkXjYcXmzC1PQEVH0lBZYvCHiSDCpLOCMbLgetoNwOT/WVFFhlF7ssQJJBa5MPl8OawPI2Ek/1VdICZ2ET9qAUWpd8uHSyWW8jiaj6Sgu8A7YG1Qx3l4unJhJR9ZUWeBer0KzLQrLS7XKZiaf6Sg+sgwZJoTZoBRRJsuFK8AIZT/WVGJgvfuWNXk5SDTSuvMyD4UeFx9nKhuvCdaR+u8JTfSUG5hzYOHq5msxLgGK+mMMQHtmL2UMyHLxwLeGpvpIDJ6QKSi8nmY18nggFbBsp5s75hnCNCI55JajqK5KGaA1mlFOkV0Wj54A+J6G++l/+v/VViF59tZ/BK/Cqr/Z+DMpYEF31Fcn9soYsjR7/fzDf+orxfuJPJ6hlUY9fUKqvyHPTy6EgFRujiyVIMEIieruuTTaiCG7qK01rlYDbLSLuPqreIK0SytOiay/W+xhKIqEdzqEFtu66ujZCL1XssKmv2KtCK1hdYdYkDvDWSdIqqTwtuvqatpUvXCEDg6mEBQtX5E02qghm6ivpQjx5iHEwAx1gfZxeKUirjOVdlcCEet8vDpkOMQet6BnZqAZQU18lBbrdYcMaKe50eaYgrcpQnvQOQdKPUt7oURBNNqoBxNRXIs6ECmOujeLmDbq0KkN5aQudcSfbEduwhmDEdmFUE5CprwwYYtHSdGmVXF5W5mDOYbgkJ8KophVm6iuZEXRJkqRVYnkGRrHTdDVnhFGNAKa+kmlDxYZNsiRplViehEBVOmT6WW0QE0c1gpr6KglaqzWrwaxJliCtksrTEcDr3Gl+tPA4H0SgdHA5CaMagU19pWmt7sUw87rJz0StPqk8A6mirmPI2E5mPhfTAwPztclGTdICnPpKF1qlnDcJjpSkVebypPpTVsJAShDs2PIG8U2z5A6d+orSy7nZfO9UHoBmgmajYqK+2tNL42P91ld7Amv1lb8bCxv8V18F/9VXKSWSPkN9lVLiXM1EV31l27hbTNVX0vAN6ivzqR3vUDfe6ishlsL1tq026Q6sah5FLA+1OBLe6ish1oZ6m75iEhxYcHTuM0E2EtrqKymWWuO2WtGB5YwpUY08SEdCW30lxdJqfGx60YHlzAgyjpKNRLDVV1IspUYlv+TAEq6BqEOWjUSw1VdJjyUiObCkb4wlG4lgq6+SEEtCd2AJq6RDlo2EtvpKiiWhO7AUzgh0RifZSGirr6RYEroDS4HH2V2mh2wkoq2+EmJJiA4sZ1ZyZBQhGwlt9ZUeS6jW4MBi35zZzeu2Br0ksNVX2cLINW4xHRyvoL4S8BvqK57ukZ5DfUUSevVV8F99FfxXX+37/kF566v3TP/ovvWVCD68b30lwf7Xibe+Apq7IBOjToy1+gq2vWdfFHHNr9Nv0nFvN5Qkf9srDg9KsVirr9ZLM1d+cZJDHNcUQs+QjTPetWJBVl9psLZx4BPozRjRmxN03N6wthVdOk7f3Fe+NHeirL6ihRn0vZNUVvSfJyfjIuowE7p0nL55HDjeSoKsvtLJggntokNgkgcREbp8nHq63PuV+KqvsuJMOIchNEg6DsfqMk2XnvCqrzKidGirM80aIVtF1bxdia76yhNK7UyDxHJeLz2pBAJXfeVLPPmVXbMPS+WUTX063i51QXDVV74ga2aznKarTypnODdqsVirryBCgC0nABAGl9HFckblYAGtvqoVvkVlig6G+uo98CrAR331HgAf9ZWPHgsb/FdfBf/VVyQhU1+9dWC7Dge7+MJE0uXUVxvyTIK0hg5vVVk0WrM5k9X0SmdUX+VkeC3SGeZmMd5PairbiE2k46uv5GSKkrsNoTx76Wyo8ZHnpjeGaXYnnC1Qc0HfnJVjke0gUi/OfdVX1QCp8to2YssJO2y+oWQ1mbDuPPCQFWFtmSwr8ekGLS306pbF3XR6W3wWR9QqNgVCO5zVgSlpB1HJ0t3iSVkVc0GDZCt736a5oO7Scl711b5XLGatr43c+OxYQ5ZYRRNWrnjsCWthslaZTzNoaaHf2BjWVjL9oJYoVCwHgidXXUXpICYqR69WLkyRJskWszmbKLm03Fd9pbTpoxpZXq21WEd+CWfo1gPZRl7m0y5ooZseceAz0unJ9bBFqlgGovfU1/ryIB7El+Zt5ult0hAlW4XXDS5MUXJpOa/6Cs6cAGyQ18A6h5W2YxW8g1mi1CeG7pt7BJI2nTD9SI/jxYqloMX02Hm73KSDqGUpGw1JsiXYhg2CS8t51VcCcLtqMmfN9cGZNWEXfHV59pXsd7gI1IUmViwDiXNQPohKFjhpmboEm58idZeW26qv3pKW9R0QfnYTfQ3z7OsSK25QSvJB3A2CS8tt1Ve0oUla1uwgrWSvib76hqrF9HWJFdc0V0pSPIjPYX5Dlia6tFxXfYWDjJHDo4ELkHTIojULdJPExQwAIPNJP0WYROmQ65IqlnlxAVg1pXgQX3kgggYJtmWKokvLddVXiCePs7v4kTOX6zSHLFpNFB5nK9w2XcNjeSXz0XfQott25NHmlRfUJVYsLYfgVH+5HMSDOIdQ8mCaROTzYjZILi33VV9tJzOv1yW8PdU5hiyzytir9vGXkGU+zEHy+Es6mdksd21ixdLQCdeCdBCTkiUMoUkolWicouTScmH1FVQWfvhCygoAGljp59053xQjLolP9g5aoJNkJbse6LjSYZIDya4FQwLYNkonhnjNArFt4zBF6i4tJ1Zf7YDkRg2QWTKW28giVTUSvnHiNzwHtDeFIw0bYK/Lg/ZKpTOrr2i/F/9v9Wz0avhM51ZfQS3L78mjTHRrCLof6N7qq9+j9xIAAPAnbyys/xhN7z3Ox/EfZ/T5jxb8x4kJ/pM+QOjnAW877wXgjR5kFdxqwX9S8P+8IKheI38lxW3ZEpxT+qSQeONr3axguvH1Zm9ji8pO5OOx2ghZttyo+VxMfYcvcoeEuZ/wtT76tOEpjoSE7+U4vv9wExqG9E0BU5cbhjhn/DR6ij/H7/GJCRO+A9h+WAh3ciQZQnkrCIB9B0SReJPzXSKhSRWQKyHhSgBSP8fvcXsFLOy4ywzczvs+gYTUe98r5OJLf08u4/+7WGk2kVeZVfG+WEyd96UFDVvxvotAd3Tein5kZwvhEpebsKMt/kcGSVmV8Kymvn8m10+kqXepQkzW50oxQxUFtP0k4VXnU+/uGI+y3dm3IKnSJVVm4Lt3bRL9mP0v21ZcJK5nf0S0Pt+2/Fr5R2V3UY7EhPIwHz9chC1PIBVLipbehJEzpOi66uMynuSMKhbA0U+kw0WgLTe+9xNk/rkkIJebumx/T/0BoHMR8ovBcpNyRGD27jicp+F5lFKkkc94lqfIk2ZLwo5fS6qa+nIcxx+Fduon3WSH0h/EANzll+M4fuknSB9/weXCXJ7AXP7x7WMleoNVunTnmlKx2UUJrz5bnjRXsWwkJ4K/plmsq4BbhOQHdWS4yxHRlgSybLnpYe6v8nYcrm8h4e2Sth/bo45qo3OR8EmCXxp1qW6a+q7BG6kgc7f2h0IqxwTlEqn9sUEVosliW/nlhsijJ2SbRdff2MpMt6H1LZCPSJL4JRFXPMhN4IbYzR+lpt5FqOK9/0MkTYf3hWydw5ebNvUH9l3CI+rWCz9C+y4Kt1PZe182kCR+SYLrCcSOAj5ITwkKj6XddwR2aoi3iJkAQHJ4IvKkT/sAUyURZIj3LSKk/iYuCvjAPdcvIQBfggegAetLsAH8r27/QYcP1oMu/mMKAbbHAuh2bLmHPh6HH+Dcfm04jtzD9rL8Cs5ts7H7TR6HbUd6g8edU3xDm2/F7tl0sJfgP59cs2xa46ep6frotyxtqZfPhkPZldks6QPza1mkBPayzPdm4oZ95mAWf7J+LrD062nREpxOi72cm/vNCJE7MjnpeDgG9rhwqvtFCRDr3mIOx+VF6HPzY3l+iqKnvtTnAxbW31hQYdguSo+L1bt1PovhwOb4FLuu56f4laBZlG733TQ+O6O3z63ahnRNOrTkpAqaRen5YDHu8/PTm+Mz2cdSn4VX9Zk1V0GzbHtOWM16nqfm8lmYmdfPaWFmPoMegeHrUtV1nx84kNWLJ5+ftpS2Mws0PdbVabPkhdAKj9hKHritvuRpugWaHtXnyQcDl2ojijL6O428/N8Fm/5VXXKBDaFPeTXHpwja/Gl4mT4wv3vl0bTFdsh8+WLm0H9KQWadPz8yHzudFv15rlYif4MJ30BZG6Wwj89zyMKLYlksveC5RRcPMlAp+M/ntfi2+A6OBJtlONI3TSKQOB5bqKchKUb6j4mMPMhUaJ86t+A/6b3zN3Jg86LYdaQ3KfdYelu2xOXTAvcb9gTuiC86xz3h610BbWwB2Ym7n1F9pTI3Dnex0gC87Q4JUz/jq330acNTHIkGre8nfMmQ51gHRPqm8NPoKf4cv8cnOHp0fbFCILdBwktaRABJKvreT3LcvkN5CwhKsZoZJErUzVTr5/g9AnIFnmVzB+mb82WOwPTNe7JXt+K9u0G6ewvcfb5770sGMXWRbLFcfOlv3M77soGGtvgfGVB9Lv2E/IMo0X1ri3cTcREJ0ZYjFZRViceq66e2JDzyOWU/A11R9x/KE6p06dn3E61UlRm36/80EZMqM2myPt+Y/tir1BVFQuvzbcuvUD9+zFtsi53sjxb47p1qf3TUVbmnvn+mXv0sHJXdRQnGbkx9Riq5qgPQlRvHHydMNuFwEXiWtiZ6hprackNyxpYnEJ2LVVN/AOhcVL4F8Nwipl40f+sn6spuItrx1hGXu9H9dLhIPwX2h4Iq3rUTpr4jRzJdo6a+HMfxR3kzOcSe+6nqLr8cx/FLP1WkHbHtS/E0IrxLSy8xe3ccfeyIy7+/4PBk/eViXgFT63xJUz+TvjXMtY9lY4PKTesq1xYJKR5lu//U1/SrUPk/FVD/NiPx6Knk+76f/TehXG7cE5DKHJ2LFSALZSCJUROAXVJbd6YDWaS7tMAkj94q2jm2JX1w/jEAZLoxunLfpSio8g3RuQmqtLC+RTxKIk19f0/f/Ax0v9yRmJAPciIeOx0TWm/pDpzLhtjNtKk/Yuz8IYu4pv4bUqUt+pGw9OgOsrWepb1LV7x3E6CKp4DsvS8KuIsVfp7uH6kffhZMG6j+8OWm3Axa7CrXk7QT8+FclERd/S0M+a+B8PyvLeiaIlAh7nsigHjfBCJoIgVMd4RgEvX3BMKNEiV1kcFEs8iggInMJmgJ1P/yN9ivTVX1JkDOfJO5kQtg4PYMB0f/Nxcfor7yT/I8jscBav3mcWTyTQJfHge0FeA8+o5JBJZvHmSemuA/n1yzbFrDJ6klC3yWpS318tlopOca6DpxWZZFSmAvy3xvJm5YWs5qrebj0nI9LVqC02mxl3Nzvxkhcj9Wf8Ybhwunul+UALHuLeZwXF6EPjc/ludn7cW1TrgwbBelx8Xq3TqfxXBgc3zW1JtqaGwWpdt9N43Pzujtc7uup/Rnps9pDfbzKziL0vPBYhw51Dk+k30s9VnVkeMicJZtzwmrWc/z1Fw+CzPzSlpM97Hp61LVdZ8fOJDVy06W7vLcgrOKdXXaLHkhtMI3EXYv1VTC06P6PPlg4PJoksqW4u2tgAb1idQlF9gQ+pRX6ZdayukVm94rj6YttkPmyxczh172u32+zNhwOi3681ytpjrUEb6BsjZ+1oDQeZRFeOVYeqHhFv38ryAvVPpf/vd5Lb4tvoMjwWYZjvRNkwgkjscW6mlIipH+YyIjDzIVmv9owX+C/wT/Cf4T/MeXkSerKmp+Vq5FZ21TKw0V/jLdRDD9/xc6fB+vLa1t03WkWOHvf4EG05cvV7r79o9s/toAryul7c3WIJg2G86+yaKl1VW1hcT/v2x6QPPl/85Ox9yUxW0Pa4L/fHKKqu5gAfDV0g7ZzQfoFgHwM9gXfwEZZrfhK6XokCrKyzmAiuWn9JK4Gn3DSaCe+LkLOE6t9dLiy/W79fGVUsw39kmmRTLDoIhvuFIuuH+8HsslfIkN99bti+e53BAR7To0QCKNf/65C9Og9fI69Trjp55ikjOPq0VyJXrSgoNzmRNJGtfXa9SnxVu27g+y4WCHA2+bYBkmSdtYfp5z+rQAnB6f2MV7BPl9AxFIAF8xxWxYFbmMTdl5o+aS3IFzmZPJmIBDF+zC9Vf7DYiMlNcCmW7fGwiJSm6om+BnMNz/brLN8DzXDDzd4DbsuNV9d64FEbl/vXtWgHQM7omv2UuFaS7YOl6oefrmgKfNqjKXObGo//Cfge7UenkCbtV6eYqOfGq9Fuwoq17PTFUKBK0WrVcH5LOMv7XLAKRBr/61JDUW5LN/6bVMwLFqPdqfw+y6blVT5zYUXa0CHHpZtdavCYLFAcdKAV+xMcemQ4oi5aVDUXMo2en+43+DeV2y+22Z5r8d7LEuk+DY3Hm69lFb9PL96XSlOatfeI7rH/NLF+RVL70d/4xp0YNb9JjUb0Tzcos+MP/tUk1y/wyWV+FGHkC7nhbturaPtN+Odc3o9JljPte2XdcO+VztVyzy0uFTzXNLEbn3qCOV9fX683raaVktUNb20A5T1yXRUXMmjf/+J+C0q6qESOP5zOu/HUiP5r8dKoDYAIK135/An39TP5cJhuf3GcCy5kcDgJc+pkU7AOW37m90AVD0L1+1c6jTAZdjfrVWJnpd9WkJ4LffVt1tp16HLHPII/eBO+z6qiprxo5hzXkttEMf2PFnsQJUgOjG337TP68BQCrVtU0iRwb6eJ5riwo1LXp8vV6jHr5ujnPhwMR9x4qNDPpAGk9XrQ3Tsaz6r5XoaNS2/lmW/wIVPfyqlp/F2vU3hQqg1J1Xvbxepzz1G2GB/qGv1tdsn8uxQ7OW5w8DmbepaLZzTPdyKgAR83FjWn5rRUdNz/P/3UCnf6ly+gCm5VSSOl0qSV0EPv089hxlF/sd7QD8WV4ayZ/kpO5FdyDrKzZk/ckWe07z9KxuiGPWBVQuKNrh0K/ncxjVL9pFNZ5KdKTxbBNIg5qKHp52PG3Vdp45/aI9JKVxPTav67qXdU5e/xy2o+jxCcDpUZG9p055+GtdAPy1Por+60fP/DWrEoefgU/R1G2T/x9zbLLIRZ2nQtFarw7PRWu9HhAdcFqXquml1zx5rfU5k2nRnlrr4ZYFO2o9jnVnCO//DWv7c9hz0b8V99L6wN/o8zhOrQ9p7bqW7PWp1Klf2Z36+9d8BPeSjMOlONkTllNRO01CK9oBQLgcJqUidiCRbyA6diQ1gRCVAnArBYhopW5gr+zi5z0T2etSDcGI74LwM9eOe9Ba67MD0ktrPQy6SMN8VqpM/wDrtcQvle87/kSS+w3UfUFX5vlkHV7QSdikmZ9AhFGFIaohefX6dK3qGzNU9JM5zIBsC/WNS67FSv0NKrxvhVTHomi1UPv7X+Siqj7BqR5Q9xX/pvebAdvbc13XVcuf8nEohv8AyRjLnG+P41DgbEinC+rk003wPxSSRdGSzjRQac+4W3Ez/tWRpAcZCxv85xM2fIgC3INMIuA/piHxHxMZeZCp0PxHC/4T/OfjERIA) 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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) > **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: ==, !=, <, >, <=, >= - 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 ONNX models on 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 = "" converted_model = convert(onnx_model_path, enable_framework_trace=True) converted_model.save ("") 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 .dlc --binary_file contextBinary --save_backend_op_mapping --output_dlc .dlc --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,UklGRm4IAQBXRUJQVlA4IGIIAQBQWwedASr4CfMEPwF+t1crJ7c4IdJpawAgCWlu/8C6ohhLn604QnwDp/KD/0ejqjj5q2VLjovXf+T2otT29hS9WVoBn5P+72JS5/6E/9j9TlzP5rP55z0uVnkEYflav1RRD1X9bSisj/ta120v+nT/zemd6ffVP4jvq+emD+1dKd/8////9vhj/qP/w////z+D3z0/W3/4fpzegB///bv6X/rj/qv7/7EfHD9Z/hvyN/fX2384XyTyW9v3If6p/df/T0P/nH43/qf4v9/vZT/t/6fxf+af077Bft39fv3//9Pyj/Jf+H/fd2Ls3/F/7v+h9gX3I+6/tL6Lvzf/x/zP+l9oP1b/P/+33Af6R5+/9Tw2PW/YR/sX+79V//L/bz0tfpf/M9hP8+v9l27A/ESZ0jilP16uKvJcQmUdMYzzB54hmAJiORlYpSbj+p24yUAgQAM4mftxK3jzEq3KxS3LWis5es8YMuRRZ/zJDNTd4bKmVN+4vP8VB3wos/5khmpu8NlTKm/cXn+Kg74UWf8yQzU3eGyplTfuLz/FQd8KLP+ZIZqbvDZUypv3F5/ioO+FFn/KbXNJluczhu3AvERfeQCPMmMlHRMNU9ilPRP0G/r4GkfiY+ajWCJwV0AdiNAsDHFNPQAnNXTkQVqGQcKFdGUFdovVkqBXsAf9FReDOjAThOYFAJ5W31ar/81YHy2GRbTTGNz6gh9QQ+oIfUEPqCH1BD6gh9QQ+oIfUEPqCH1BD6gh9QQ+oIfUEPqCH1BD6gh9QQ+oIfUEPqCH1BD6gh9QQ+mnIExfGVT+iijh5ycRTNM+hs4QTz0oWYqcab1m/0o7r91DVt7Lal1lTtYwTYp/Z6+iOM6SomvP6lHQyuZyMCpR0MrmcjAqUdDK5nIwKlHQyoAkIbCuZyMCpR0MrmcjAqUdDK5nIwKlHQyuZyMCpR0MrmcjAqUdDK5nIwKlHQyuZyMCpR0IceW9eNpICZkIhSLuA5fZGkr3cvsjSbgOWq4292KZef+Fya1FufUEPqCH1BD6gh9QQ+oIFPXWcTF3/uu1MH6HwWG/d0zWHDfu6ZrDXQNnonnFuSo4b93TNYcN+7pmsOG/d0zWHDfu6ZrDhv3dMhm+OtziXpHwyYNgqpG5tmN55XY/yOkyIFJPw8AaaTUzecvu/Y5EYxrM3BNp2UJCqHA94PpKWP9X2aY4SFeVSUXJrUW6VCH1BD6gh9QQ+oIfUEPqCH1BD6gh8iCgOfdLFm8LItPQW0/cZU4OzlBRZQEQ8KC/BNbvxJDY9iInmbZ6EsNJNo2A7nQFYpl+xFkrIBcEV1ykMa9SOrtZGPwWUxzfQ+JFQqLUJe5hPgsN+7pmIR0ocG2Xn/hcmtRbn1BD6gh9QQ+oIck2xU+n2Gcty+1HGRpJOoQAmeQF0s5KMNi+AdPHTAZSEBb8YUazyA7WxaPEAB/+YtfNDb4QAPn+VYHebqveoIfUESoQ+oIfUEPqCH1BD6gh9QQ+oIfUEPkV3weZuWs05OxE7x9zrWBHWLBFR5oAk6iG25MMShJC68B0oC9naCXJhQWzEYLIuBFLp8C5yd1ClDg2y9CIypKLc+oIfUEPqCH1BD6gh9QQ+oIfHb7Tw1jwd5frLudaBuNZ+kB+Fv4VlUTHOJ+jfO6ZrDhv3dBaVH9lbDhv3dM1hw37umaw4b93TNYcN+7pmsOG/d0vpUTy3v6fwypW+YdN4542cB87n4ob7I0m4Dlp5ml9FoeA5fZGk3AcvsjSbgOX2RpNwHL7I0m4Dl9kaSu3Ic2rC4uxRkvDfu6ZrDhv3dM1hw37uaSw4b93TNYcN+7pmsOG/dhCtmtGrnkKD9D4KuaMXAY4b93TI+wyUHIY96IDcqc64kfF3AcvsjSbgOX2RpNwHL4M0m4Dl9kaTcBy+yNJuA5fN/A4QDafgn4/FF33dBQF5ILDhv3aAtwvRPJpN3zHhcmtRbn1BD6gh9QQ+oIfUEPqCH1BD5bGqi+CSgdygGSEas6SFl0eXN4Ve3gh7FxgVWBAT6qgta/9mEdkGiZbhWsItizxvPno8fZPban5UnrXSNJhpPrvpsgLH1PSrbIX6/AmEl9VrHa9FUcVu2FJ4mND7QQZ1xkaZorMFxAYaTxOPBa/0DYZZ4GuSHQrMllsnS8cgGi+8fua1YkuTWotz6gh9QQ+oIfUEPqCH1BD6gh9QFmKlymZUwWMpYr1iEScG9nhX/yN6hllVu+W2+eicCyzXpgHY/iBnaeLVuZF0Byx5HSZI0y2muhEXWIo1A5kLdcuNpUp4gsJb4cpMK/Sw03qQRxYsggCwQeH7YmFQV/62l2uwDh+HyyYv0Eo1m+hUpFVb8hlLhu3PqCH1BD6gh9QQ+oIfUEPqCH1BD6gh9WRMdPRTPfUjoEg2V1jIrNHaQF0Lac50bN1Nwf1eWOXRDTmIuTWotz6gh9QQ+oIfUEPqCH1BD6gh9QS6X5SenmkZ167fj4eU00cQh4qfv7OcuLXZqhqfJcJKLc+oIfUEPqCH1BD6gh9QQ+oIfUER7XE09zivaQP9WWYe5NLLkaIHwWG310zWHCvJDaQLy9I3N4OWCdKHBtl5/4XJrUW59QQ+oIfUEPqCH1BEenRpDHR372hY5LGIcBlF+8LvulprDhXUR+Yeh2AtMB6eENRbn1BD6gh9QQ+oIfUEPqCH1BD6gh9QS8Sm8OjtZ3d1Li1E7Te4cMwYMGDBgwYMGDBgwYLoh9LsFhtAO8hs4A2y8/8Lk1qLc+oIfUEPqCH1BD6gh9QQ/QwaQW/aZ0eUUlGJEt27du3bt27du3ahtzPzIcNvDJLk1qLc+oIfUEPqCH1BD6gh9QQ+oIfULHZPQV4vH7OIjOp5DEzbA65sLIg3uXDZv7l7Cbhw4aAfnSrkX9o2BC1sZWAxugge0ywv6YnzSqig+oIfUEPqCH1BD6gh9QQ+oIfUEPqCH1CyVkFqC9kaO6o6ffDiEK5pisiBPEAOGs03lw4cNARRyAeTZDeCJYpeGwy6nKbMdyAuip8qzBg5UcVJRbn1BD6gh9QQ+oIfUEPqCH1BD6gh9XOOIbaJQkAu02c3Xe8uwHYlLWW/uEHVpxXIlpUr934S5Crqjr9hubhkAI3oGfjy4xmvP8BCwQVKrUJ65/QzHFQl1DRLVcV+PC5Nai3PqCH1BD6gh9QQ+oIfUEPqCH1gd0cU5eP5rIJEmALA8+X/cCvmXXoXeWCb0cGK+QzXOiq5j8EHLvCgpCDXo6RcQ0P6CuXBL9vRbrPwCcvOsQW/DTx+VKsDXPqCH1BD6gh9QQ+oIfUEPqCH1BD6gh9WPr7dZwr+DDw5v/nzChd0Drn4JZndMzxHn4qJxbIFgGDAMg5tpHXVH+Q0bQqLCSyUFf4keCLbRQrhCn7AFU3/EgKaYKi1oRqimQd1c6Qluwf76707dMQl0+3TWotz6gh9QQ+oIfUEPqCH1BD6gh9QQ/RCyrQV8f6u0AH3KGtaTnmqJNkfo3R2TKt7otfmsOdHhjq5zLhfwVzn9FB1B6R7NOSTD5r2Q0GEnygcHrNTP10GfM5MeQSzBFBAnV4gyV85kOZQts03hhlwkotz6gh9QQ+oIfUEPqCH1BD6gh9QRHuUVAtnSZw1ZqJ1Zxheo9Cm0pOfo/ZuDP4lu2K2jOOS/rah95vwYROdbDKuGb91Q6ikjHGE9FvA5UqgPzhBZ8yk3/fUCH4kGY1BZphSM3zVqkqoJX+WLvpHyKoOqfqCH1BD6gh9QQ+oIfUEPqCH1BD6gh9QS/lXcDeFqh7Y7Ce8uADW1K5T2hHqqa6qnQb7YwvAECvGK72vOux4v9PsFwzfuqGdoV+xMA/jQpOO0gEc9lhA4cquZF9ofKjvhypvHbFINSXHQPxULhCgACCZDc+oIfUEPqCH1BD6gh9QQ+oIfUEPqCJEltd2fMMJ2Q4b90mVHYTbKTYdOqfqCH1BD6gh9QQ+oIfUEPqCH1BD6gh9QTV0BQCgTPS2BU8MgjifO2Xk+qK5ieKK/1+oIfUEPqCH1BD6gh9QQ+oDoskAZsD6uttz1wLo6md3LmiORTpm6eb3ZLzHJYuIOKJ+SCLv7SQvrMnYRCC53DNbgJGXn/hcmtRF8jBD6gh9QQ+oIfUEPqCHW9Q/Jyz6yuHDhwyL9Nl1qLc/QwI2CjrfxKwGqfpnPoj/wuTin+aJE+j7QrHkAzhovC5Nai3PqCH1BD6gh9Qr/Bug2sChyNAhv09xbP7OcImxpxw+8S7AQHiXPXf4rOJBYu/7aa1kPGlXrlNVVHpJW9bxl+WGF8iJ5EnfXQFR6aUj0LbIeW5Cbdm/AWGiO13e0feWTdh3OhzOjeGjDiaTD8Uxfx/P1e/oJzAMcu9G59QQ+oBNls4wLOXkYIfUEPqCH1BD6gh9QQ9huog5UtfBOmR6kGkauSr4YwlLB2nkQLGvDyYa/GzJvxZFgCCUseibWOk6Pv/oObnFUo9Z48Lk1ioW2cldJEcwUAw3f4ILMp3DjPAgX0tedtqpJ7ocH+4HrfMreNdJN7nN7MZj6gzGaaMEkotz6gFE0QmVzNFJgURRnKVP/C5Nai3PqCH1BD6gh9QRRwweVGLF8eU5pcOhIit2nizmIRgK+qTSIPC8fqZQXlOb/mfsZDCvj9yoh5WLolnIdAYIqqsPhuWmZef+Fya1EXyMEPqCH1BD6gh9QQ+oIc8k/Lz0smOKwLMY25y/q7ma3JgyeP9eN0mS1zlRjhxWUDeLovC5NbRw4/elh4FRD75/E7kh4XJrTJ2438VI2ugwpM3IrkRLA1uTuhNjjeRXSxlHsteLoTY43kWFMQ0gKPJ+USxxvIsKRncnsVfZ6osKNQ/SnOarzzh8HXKvdz5R80cSwHtPQLybEH74LMhwjknqqqjQMR3SCmpWc5rrUW59QQ+mvyMEPqCH1BD6gh9QQ+oIfgDqjzd+nUwX7UQxe1hDQn/wkv4Zu7sxfYFJzsnZW1SfP/C5Nai3P4BnOZ4J1aXJrUW58pSseA+dCmXjukUegWnBNJf5T+QsPdgjyQpxYQtQjYUTw6L0m8P8vYt9/MK2xJukiSsQ4eVC95kTNj58Et1XI5GNcdnMVMAEnUkYCrZNaqdLgNsp50gwXjuZla5jlrBD1EI4qbNcjpYRw9dCyDi2n5ShNXCzNfaeipbLkPEpE/DOrQjmsMEno8pi64qup2d6T6I+AzXPx5cNz6gh9M6ex1u+3gAcLCwNWQ0XhcmtRbn1BD6gh9QAqVSG+AkDuI0CG5izpeWn0oVLe9ZIpdB5b/ytRun06IFzeOsClyohDBwkotz6gh/AM5yiwqVFya1Fm9GWOteMLA2B6UwCNLVWjebGaZJMIxmc09ITSqm70MvptA3+n6v8MnVsAMX+8OEGE2bVostijqyjEEiYul7TFF6kUcFrGFXsMZsj3s+3Td58FiKI6xb1tZs50jA9Z5rjSCt/xRXldtwSSFm9jLI36jAC97vtEFbOxHDMIcBxN0p2OKB4nsYWwAWWK/r+EWx1jBe7ufbOZ7o0T37nKkwYSIH27cEs0NiCr2L1JcB11kTLS8LkcxNRWotz6gh9QQ+RzNuQOkl1zH3p/c7txY5dai3PqCH1BD6gh9QQ+Sv5IB2iL3/I3VHyRVMWkpkE6qiJNawyahW/23dZhovC5NajAhtwG3uQh9QQ+mjislbMNa+1JHPmCZWqYV/KhOTnr+wKZ3wh/uTzoufQpjBRJcCC30o1YcPA9B6IJeIVlrwqGSa0CTPdP/zku5bftz1Yu6HCagA+BtYYiSmULLoGnvVbz5xTzagUk/jFkjsHTHrngig9QaMjaeGCU+kl3DMr5Trt4BT6+HJhu8iaj9QX9d33OEDfEnwVflIHIOhGQs3AbrB4yiSWvP++6QSEWAIeEeDumaw4b93TNYcNq73HS85yfUEPqCH1BD6gh9QQ+mVI6NUaSlbeNyrx5VFOb/jpYq8bDzKDdA37IgOBQHI3L/JFpII3PqCH1BD+AZOUed9wHL7I0m4Dl9gEle2szTA4JglaOJLMdSPE3Gab3xZjItjs+KJSQWeYQsHhFmG3+RX8BckJYWHOU+c5XCU3gwY05eVFgwqcHp5xxSAjdPw3opw4wI75+wa4zsIW+beyuEnCuHvg5Qs9RazFlxocHGh2mWK3ebsi6WXFyEe6ZgjifC/K07CK/GdJRnvTNrYSUWg8NaJTtwIw6KjdAGUoCiMAQhkjQHY/Du513l6jle6kFpJ1smnQVptIsdZJYaOU0IKK08ZFur0OGi8Lk1qLc+oIfUEPppIZVSeuL/BJQGWvbFBEzYuqP/VnD/sx3VcApg0AllWsCeaQc1kzReFya1Fulc+a9XbwIqW6xA58AyUzfwjbFia+A9c2SvGP962bufVV+h8CnZTHOXkYIfUERYgn+f+F+9Qcns3wVt4BpXiLEm/MNeeFbNqRdoWkjx7yIuQew/CuC0TnDLC9WGNYRSFR9W3yUmMZg2iX0ifxMLrUW59QQEYbvxFNG+awfB9iQYSW9PC07ckAxUS5gKZG8Mv0XgEF5fjD/NT2wFeaEscK1U911yzBiTH1Z/NEPqCH1BD6gh9QQ+oIfHgh77hSdwG5p/cM9sO8bHhjgUaL4a6bHqyZy2607a2s24BRABcmtRbn1BOhu/QwWxDkLzRwNeRrf6BcDELb1XPsSAe3NF0DOY2VD50C6cOCg9YJz/wuTWotz6gh8hyG+YlLbcN52P6+GJXmfx4d4QlmFzYSAj/U6uv45Sw2jxAprJE0D+kGkPC5Nai3PqCHTp16ECJxuVSm8yJyiHI0ma5+DF1chbn1BD6gh9QQ+oIfUD+0sTcVLTw62PB7NeODNz3B6H0XheDSzOrYpPfGhwkotz6gh9YViykPsPLZus/HL7I0jb41T9QQ+oIfUEPqCH00CzILrEHiqjGOhgWmjYjtRnHKl/TFm5wbZef+Fya1FudOnXghfU5qw6Kt3ixkXo2wN9ufvPBHqp42j8dJ2PHLGVZNjZUJnDJF1K8Xuly3DOT6gh9QQ+oIfUEPqCHzUn5Z9/s6Rsp0saw7GaKPnl9xs3SQ9SUW59QQ/gGcDNllTPEP27RAYqHgAfe9tJuB6VvJfXmn73WYaLzqGDnaSi3PqCH1BD6gh9Qr27Wf3puS2E0Ubbl4XJrUW59QQ+oICMN32i8IDeCDmQHOP9O0TzpHN1KURGoPQSyDghNJARR/4XJr51chbn1BD6gh9QQ+oIfUAy+RelcTHe/fJ/kxXoUxPq/kiXZbBBJvqUgbQvo1A/64cWHc+JEqvYRxnW9G4QKxOG4bn1BD6gnQ3fnSYJ0A5JHZbHzqTlh4pvgMkQM0KfiTovC5ftu7IwQ+oIfUEPqCH1BDraMaftKhvc+2Xn/hcmtRbn1BARhsh7+wjie/JY0JgWoPofBYawDgNsvP/C5Nai3PqCH1A/uQ23XNaDlGE73xXQq9IGORmaTZgjz/wuTWot+hrAm0lve56xV7uZ2RZCw37PDvAF3oNHAbZef+Fya1FufUD+qrw7eQJ6YYsVwv6oPKKiAtFLKMBLmrRNWYaLwuTWotz6gh06deCVhWIM5/IRbqwHi/ZP7XB+eTKG0L1mAwIVEL4wXqFs3hdtkh4GlWv5tOduoIIGhXkv8YfKMKvD9l6t1+ETw+NYX/2FLIN0q/HhcmtRbn1BD6gh9QRAFK1NbibTwlwOuO+n4DHv783384AJ7M5yoZqUd1O0KmpLFufUEPqCdDdM0ocG2X6DpQ4IuXkYIfUEPqAVb1jYGnoF4VytjiDPuul/JwTkNq3rHk+Yu7LgJWpFSHNREUOQ1Kc6uTfKnZk4lA/jc+oIfUEPqCH01+A1UL+Ykvs4E2FWA5R0H5SwHHq2tjMynIQKBCtPbsK6jWVCC2kSg3B1FB9QQ+oIfUEPqCH1BD6pmVt9T207xWbzbnQviHYbpUkPC5Nai3PqGw3Qd7umaw6lDhv3dM0ny8jBD6gh9QCtlC9p78kouMWHSW/u32WvIk5hzC8cxX8B3sZDeGW8H7ffkte3wjRk28MqgJ5m253Z0fYFqu5vteiCL9jUw6cZwH6NhF33ZMr+MWTzlbBYbxLgrviIICfZGgEPfgjHN1RkWsFXIW59QQ+oIfUEPqCH1BDuL2BaaoCZ6ExzB+l+NQXXCAPRvw0XhcmtRgQ02KPNTBasbkmblMDbtcfNa/9XEW/s875rZ/DRwlOOcUEpl2cotz6gC7GOdO5XivQ4SnCAk0E0JfpDgIHrRHOCGMcMeT+83MP0b1YFe4+86Mx3JrUYxi74Cr1S2vo9w3PqCUCREvP/C+3ZGCH1BD6gh9QQ+oIfNY5uxkQU0U6i1aXkKZ/l8FrFFLZiORogHOTnvGPB/UEPqCH1BOhqm+t0KAtNATwbyBmgsSLdTJsJmG8vHxdai3PlWK8V5jPVjtF4XJrUW59QRFrdIw2XutRbhHfg1WCi6LZic8JKaiGtJQsDa7I0m4Dl9kaTcBy+yLexc+oIfUEPqCH1BD6dq5gMUB7BAPxq/BUILyxJfFlwbZef+F6UrUiws+J9Jw0Xhcme1XdHOCyCH1BD6gh9QQ+oIfUEPqCH6IQaM7Br90MdHnIMR5jaXNWGKBN5cMNR4ZlBag2lSptL5fsuv/GfeKIpvb0pKK/jj8bVaoTMILsOMaUA/e4wVColMO+zGPtNV0qbwFlmRfJyg4YgeVZeALCBtVp7iVpH/CADlfmpQ4NsvMzBFGSwr8eFya1FufUEPqCH00WoPypjRlyqLPQRvN1wnGQipZcSuq4vyt5Njb1KOs9OGi8Lk2Cdc6UODbLz/wt5PDpXDOQgwUsuSdw3PqCH1BD6gh9QQ+oIfUEOt6tfMLNkObP+FgM7GMl5DdUtqDzn4BsTB7MPEwvriB2b18E47ZwhvHp0wQBwhkp9zYSCM9OxbCSw4SUW59QEc6UODbLz/wuTWotz5QKzmGPjm2hNppEycvIncLQn3p2l4EA2pdEeTnrUW59QQ/gGZgh9QQ+oIfTRFIgykMGluVrzTUFB9QQ+oIfUEPqCH1BD6gh9QRTaNcGFPrQJt7ycvnTNjLe1snfi4E6GXwo5r4+38N9kaTcBy+fpuEzReFya1FufUEPqCHLjM83ci+1xy5ABi1FjJbpCd8BZHstabIpAacS4SUW59Q2Gq2U3AcvsjSbgOXze/8Md3ryVNvokOOby7rUW59QQ+oIfUEPqCH1BD6gh9QmSLVOGWT0FAWu2HSekmyQvEWHKYzRFhymM0RZPyAjQzBD6gh9QQ+oIfUEPkRsL3oM8Nb7sIpgmlUYdbsouX91z6gh9QRK5/RXoJ8oYWG/d0zWHDa5ezu7YjVRUadKHBtl5/4XJrUW59QQ+oIfUEPqCH1BARhu+kMchiAsGlwMF6jX7esnBOxcraHr1KZfUxgInAm5klQMYpYiVdr2Pyd1QolxOWkQxZ48zv6zkYWUM848aEOf6yyk4vEE0OO3kiTmZmyC4+3uHBwcJKLc+oIfUEPqCH0/MPhnNOEg96Dc0K0jYW1c40c8txn8tBGkK4JKTkYIfUEPqCdDd8xzcYUKyviqBUYhhqcnFF32VrrJ7Gejzog0N+g0e1A/jd8Ww/LrhLn75BFPlCoHIZNi4CP2Ozy1z1nOeOBOlDg2y8/8Lk1qLc+oIfUEPqCH1BD6gI8NuGekRzckEpJCwU/g67EGfBwkotz6gh9QQ+oIdjU/A8vX+S4pXOeMXUxzlzOPCyV9AV1zhJfeQtz6gh9Q2G3EOwqJkIfKn7Gvw774KWXJO4bn1BD6gh9QQ+oIfUEPqCH1BD6gh9QEeGuDse5qefL7I0m4Dl9kaTPJwGorUW59QQ+oIfUEPpnzdbPmOZWwh/1iQQI10I6yCo2pKDM1gwiKKdFCHLkelHBPnCIP4I6UODbL0AZhfrJuA5fZGk3AcvsguQ45vLutRbn1BD6gh9QQ+oIfUEPqCH1BD6gh8ptFKUODkmlDg2y8/9O2gkotz6gh9QQ+oIfJVcqoVFkBBimk62zfsuMwnRjO0lFufUEP4BnAwAOB45o0uW8ujv2zIjK//omTfnh7nh25nQ+oIfIAJH1bx/o0Bf+O6VDRaotMAr+XS7IWmRSJKBvhcmtRbn1BD6gh9QQ+oIfUEPqCH1BD5TaK1HDfu6ZrDhv3dM1hwspShwbZef+Fya1FufXWtlJyYmD1BCMgkyRhoFJ6ebLFD34TRvuCzNOPN023jJjp/s8BdgiTc6JGE8ykUDAZrki9bocG2XoAzC9+BgmxNvZ9NYQhef+FyOwY4BiKLtldDzd/EJTV3MVhGZ6eBjAkEu6Eotz6gh9QQ7G5K8RN8e5KR3CdRGJrMZWCi4sVuTE+WxFUfoN51FxwFkIOAoI7qy83JN6yLN7ETZ3GOvY8jpbSRhoVKn55OGU5mVEPC5NaizXj9K1dTorUW59QQ+oIfUEPqAYxaXvrc0T9eN+VU8weuQhEZDZLnKkpM/UEPqCH1DYbc7L8RvofBYb93TNVW5UUcYIfUEPqCH1A/802d8awFTtpLnE6wQP00N4p0izJpjyQPxNsGBaIIYZEyFgJEwwOATffe4PGYOTIaG6xOk9dkDyAmxTJV4aDEjFo4S3RCAiVU/7H1PUo8X1Nk7I8yETi0qt81i7CrtW5lUveXZ96zcIX3edMuqMfe5U4w0Q8Lk1qLhNhIh9QQ+oIfUEPqCH00q90MRFVW6YDZrEziLkRTMnngvPDt/UW59QQ+sKxUOKcMojh/+EEMrkdyU99bekXpbCO9WnqAfMLtUGPCXG6uVlDhOLj9bXK8DcdyO1Sd40eos8bZqN2izkRc9ZzrCYqLc+oIfUEPkgZan23qc+Il0veRGBCh5owtM8m2qk/6fnS7VZGuEoezafUrEG7DRwO8xDp3eOr8/IEDChWt4Qm+03C9P+23NPets0VfEYDQBq5QwXH+wJhGfSaB2Wpvsmr8zYX6/8k8uchS652JDyTuXF1QN4byiDPCkPEotz6gh9QQETBD6gh9QQ+oIfUEPkYySMO7z9WuVRppHB9awTb4wDCFaoZq+hjPQEGl7Ow0LTpxnpLk1qLc+sKxUaUOSoPICt64KGOGFBxga9IEKQ5TgxDin4SWlVTYNugsGaaGhbFL0yIQkEse+Aho43I0n1BD6gh9QQ+vzXZ7mw2m7zacU/kHkRsyL3Bv9CDkpKI1zkSbw1wtoe8GRtIUJPMu8jaTsBXb/UVqLc+oIfUEPkTMdibucYmAku5Ih9QQ+oIfUEPqCH0zfCNTywwwn12T8yNqoUAc5MIgy/a617rUW59QQ+sKxZrPggWy4qyncFpCBcv8vKhTRD6gh9QQ+oIfUEUo0oeBVnnLwtoEF+CEMSD1vV63qSJa8lbfakeEc4vZR9gI0AiXrrncNz6gh9QQ+Som5mwwZeCm6GMLz/wuTWotz6gh9QQ5sN64udC1cPsePpmXI6l4KajX6jiDbRPThovC5Na+uGIgNR5jsJmZmoPS9gvRqqkBNKCT/wmnS/jyEhlNY787ZNRmQZH0+xGrKhHShwbZef+Fya76Syi4bn1BD8eaV6znbq4tavXtaWcweYbyVkH1FE0CrbjX7KgUffo+5bPiHKhCNpDL7I0m4Dl9kaTJuak3sAoEzReFya1FufUEPqCH/c/yP6Hpm7Je3XjSHdpA6MJBv0cwOS5qbevB6sDR8ZUqTP1BD6gh9Q2G2d9mB2OcCTjcsRm9jDHbyFmBnei7tKd4iCfn1LgxanfYltGjcWa0g44LowJqjXEZRyBaA24qDBry9yee2vPGqg+oIfUEPqCH1BD6gh9QQ+oIfUEPpz2VQJqAc+tcWipm+LqoC9hM1HVeQACGQJlzg2y8zKu8Cknl2gMhiqSka50ocG2Xn/hcmtRbndrpZuGhYgxUvb4dLuEl7rUW59QQ+sKxZrPggWwEJj7vwRdvhqVcSkDzygARkGuA5fZGNXG/y4SUW59QQ+oIfUEPpnYHLcleIm+INKiH1JJL6lFQPQrr4FjosndZU12QZPesvftl5kImkWhz1IQlDB6PzrR7j/guJM5SOEXE9WQDtqF0t1CUlGAGQUxtg6RACYpgzY9rzUbxXTh7CY1Ttvmhom4Dl9kaQMdMbxQiXCSi3Od9sC5dBs2f4GBfgT5muEg9Gnbh/HVUb6cm7rhWHqHzhzDchoPtPD533VZFrq5Pc7NVSBvxgh9QQ+oIlc/mG/j63KzRtNzVC6LJoJLrquywcPUJ6TIPXelqW4SwY1LOSdcZTYaX9Du/WwvMpRQi6FhWQLcODt/UW59QQ+oIfUEPqCHQxmqtsIz1vBCiuEIri4651ZDqXuNK6dzSQ4YNh+eXm9mT2K3fl0Ecj5Rcw22eHGL7heShZ8FkaTb9+CCIVCfOFpJl3eZYV8MjceHRFlaYQCQ36weARDkHEALATpQ4Nsmh5OF24ycyHp+HrjTYFSHwuWVOAnpw0XhcmtfXDBQGjionQdfBv6o1jHz9ARjs+BxsFWH3ZN3UVuhYJBptIlAJXsnLqOhrCikm2QcmcDgvmYSyOqgLdKQ3dd8kEa71fThoQ2JyftAmLZxbidzxtotqbEGsfxYeiD207hufUEPqCH1BD6gh9NGhUvyvc4GX2f55PJ37mfpS48UXTHHPrLSs0m3YbdgHQe9RkTRY2CIo4vYlsU+LuA5fZGk3Aci9eT1QyqTiSXT1ihM7CUxs2zef+Fya00cWw7cIuRW1fG8Gm/EGN6g+DqhJhnTBKNcGw4b9a6YW59QRK5/E3KmhMfdgEQcqgWwHAKdU6LagnBYb93Strn1BD6gh9QQ+oIfUEViYRkmdSuEGM5hC3ie5bOBY5vFChWJUGms7sb14Wj20g28I1bzoMI9r2UtFAT/vA+KqBdwohIvLGEAS2hVbEXbsSdb2WDAR0rxKMcm8rGbOeZGKSB6PmT/SoneZSSr2qR+qkIb0oQYjPkPhBe2k8jQfMEfW0ZqEPpTySJcZ8Y2POeOfXTNMzZ0JNKHBtl548AGLIq+8iRAtyWxfZSrKmXJhFxtVxCt5AC5xdLQZrSuNZcocG2YbvXpqQ3EEbAj1i5d93QUBiV0YAO+DrIzasyV+oZvGCM7jFzlRLS1334mHkUZ2LnKQWE8efD9z4zgosLc3S4C18q88b2aJOkb/PlVyYu7LlwgMxIBHHIH6KCEtP+h+1uR002gLwljxrlxT748yrD+3Q1nl2TKbgmT64pp+83u/XbRuDrXdM9Sh9Jqp2P/N+Mf+XIVOySZQqYMgfNd3v9VvGZzPT35VfjrNxoJUM2twjEeohmM+TVOK/1Jy3uGl6kir8V86lVOmx15JlfIgejjS2rOQ3RHeyIckL92b0b9Hrucol4bn1BD55hng8XZ6/v9OkEilUtJr+r4W7Y3j0FaTjYAv3w9WwbZef+dQ4iABQdw5VKcWSJ9F5BHeNBhUdmWgKOlDbMwesV+XCqab8D9bRjN2cLe0EP5WFPQMsBH3SBR5sHZkKVfGAzI50p/pVzAFAu9SvO6Otvn2HJeDVvcASIIzubZYs0lBSb9uTOHWKCIH8wE19HPksUB5UaxEW8lE4ZxZxngi43Oi2CdPoG0UfWEz2eP8kErDSbk5z5qwGUkcJnT/YuoI355N+fJAPLyc9qPsSBW5SBqDnGqqNlgcEoj6EPa2/+PpY2p2BYmbwJDqSDKZn0kzjYeYCAOtJgkRPXDgBeC+Ubc5iSwRy+5A5v3ZEzHg25vYopM4ikFYsEzWHDb+Q9UN2g28yPQvkum4xuCHdVCA+DSfqIqxwSyOTynpwgsHd7ROtOcD2EBlhmY0xPoNsvP/C8GkeHFJi2rICm5WeaiAf3zVnYvipIPdvaS9ThTqfOgPK/k7DsPlzXw/FTi5FtS27N+diUBjZfukvR8rUwtaeQViIxlxDtYBHP7rg2zDd5tfy/ncsgf2G/dz2oNI21En/HnYpfeMTn7MPVTJ4mVlbobZ6C8gFFYmoAtKUMfqhpa8o0x8pwtn0TK3K+Llx6DCeYTDsJNS+ZhPOfQN6SXeuL/BWk6+FMbN940zMgTA+TDKg8nzrWAe+eKrQAb6goEjWBFXOFKvrZn1Ee7f1l5+EfDQOmBFSsYOim4Wr8aynPJmoSgAH/bh4kXy8yY4CUWqu/iXSk0t+QOIvI9DS2kc4oO6rnE4qeQPbvwVWQchovC5Na3GhupIRUL1F23zc+013VfE0BBeMyibpqdWpHiCwEN1ZEN23em6F0uTWvrfKpvDfu6ZrDhv3Szizp1LKhTDcrw3Gy60m6BoLpoCyujPBFl98IThf4+dxH9u2mpPlIkpxMou/XXD+Kv0WsmAGpLrPBEjnkrBTfdOAvWX2VVxyCGWXMzmqKi09Ebxsb5fIvcn8/sw0u0sEM/r9slHwDjoP32kjWZf+0WMKaloPVxFlHUPeWE3IW304KBTm/8Aa3e7sloQNYBGxTsdu9rPURaBOQX0wopKCQ6fL9D6I6zNz/Rnry1hVMEQ1RekeY/B7b8bCSjAOlDg2y82jC1nT3m14zrDjd0mdT1qE3n4LECyPStcSd1W6psIKveudcgMtgOLtgw65uwRLz/wvSlJiLz5uRJUcN+7pmsOFkoVIBTBTLBYk15MkIN3BnyL9yC6NDovSGsk6MYOElMbw5krKGaSO2YDh9eAOELx6AdWXQsRjc0mIlnpenAoNWnpjMtscTWbwXZINUlv7umaxz4m6h+cAiDl9kaAh5uA890so6l6iOBEepufgurzX/1iLk1nkUtpJ6nHnIJKLc+oIn/dN8LrlwBftTCX1vHOiueZfbEh8Sbm8MbAViOhjxjsAQNbFlrgdEhmxyRI1zoMPqCH1DYLTjX49PAA2BC1sG7ofQ+Cw37umOU6ludmj72ehJXRDgjJHL+xgSU+2FEaj3SOn9MH7yfUEPqCH1BIhTkBacY4uWsxIXrSu9IMEXJu+YaQlEgVtqnEeHEXdi6ZO2GUQeDYODeNoO5yOKW9glOgQpMmicLe9xU6So/2hkq1k8wzoQG2GqhQZJqluXBMRLxcnHXWkiaXTVAJDZf1vH37ZOvDJ/aEpM/UEPqCH1BVnpQ0mDy2PtVQrz1KqIQ84Jmh1X7Tz6smElFufUE6Gq5sGuGYBdmulI2iwF2eenTEejcxJvQ3iLMN0DUY4CfKm+Lk2rk4aLwuRcBkI4dNwYQcuXO/oZKlKv+37qkfe7BDErxnMOmZ+srRiSb+tCZOL9kUFHqy3P3k+oIfUB9Wd+uKk+1oZdfnI3NEmFwedm43hPeK4OEDMEpgVqCwypPz/wzEkPCmqcMFXPWC4YKOAcFeTl2jWlJFzF9JaTtpDMVQvwO8wtUkyW3jfpCUxn7ZfzOB/vxcoWzMljoGAs43II4IgKd7Fag3ttsMlQ6bTsvHn8ecgkotz6gh9QRMBPQQ5vSjntvxwCIWVSJk3uCOAkwTzue7EIoIfUEPqCJXP++9qBuddODH7pVkElFufUEA8abhfOAOAT/SJN0rmaaymn6xdIZbukB+D3U1NZMchwcms0j1fUERYUotz5TaKj1B/KfdzOxzGAhiOxtXT8GLqXvE+5J1+izjTf/7jnplECN1eqgrUmfqCH1BD6gh8g1qora4pfJJjrDmHMilk1s5fjwr8c49SDUd3QDBtl5/4XJrX1wmCKY5Dg2y8/8KZ3X5CDk017TuxK0sDo65Y+u7gBT8JpKA3Uv9dUkBZjvi5286UODbLz/wuTWotz6gh9QQ6dOvBABTCKCZREt1Yd6aWS6p1OCGEOdKTo6c0G7yDLuAZAtGvB5Yan6oIK2uAt3Gt503qaeu/YyjJnDAMJTkz8z6hp0ocG2Xn/hcJFQYh7Qk4bVZms6Ql3rTGe3+A5dfCY3Ny1zuKI6DphovC5Nak4DNc+oIfUEPqAPKfxLNQUgwUeA5BfJUOt1f4AKd/Lk/PtaASr32zj0rKB4puwYUZV/hPdpU0Zef+Fya1FufUEPx5cNz6gh9QQ6dOvB8j8E47rMAt+jI7gNCq2ECUjjQX7AQCRskMGMCqjBMjwauPcKEBdfTl5hmNqz7+2BLadip9GwdPj/2B+0ZIIZ4JYvR8bMZRI+Uu9B1RuJMYhNjVK5d1qLc+oIfUEADt6eyRvQs8sulXYSpNnTThux7JyoydbjBBPGQN2Va2vRW7PzIp0XhcmtRgQ2lwbZef+FyawWtzMaxheUGMsRSL9ycucMCX8+zeLg1pZqXJ7YnSUBjUM7g9987gC/fMP4cNF4XJrUW59QQ+oIfUEPqCH1AR4a2447khqz6m5Dp+LfYPGzkmkmAaaSo/U7WSpRZvHLsdMDGwSdMwfnWJKoTf/N3OU4aSNOlDg2y8/8LiajQQ1x3efqJDHlZS+9a4VglFya1FufWFYCtPhv3dM1hw37umZQ5WqwsD0OzsVMydbN8wd56ln6oL8ycdVb8t/XsxNnzAC0kXL9+E6xhvp1gFZiR1sg6TnTLz/wuTWotz6gI8NqA93TNYcN+7pmsOG/WHtCdGd1TXjwg4EQcxKIQHLMTdSoA14tELvq5rO4bn1BD6gf2bUemzfDpBAmnKfF/9gqAHQqiANzAT+gGyWG576twkotz6gh9YVivvfAiS3X8GTJT5AAp5bdOmk1SslumpUeyqA/tMWo11wkQXYEUoqzsK5lvsEDnu/R4Y2pJLbX9KC1zYcEcyxaFx2tzFBclyqd9pgnKtDqS0t4o86hixRekBD6HuMX2X2M+pmUVd5jGKhjKqWsNxO9v7umaw4b93TNYcN+sPZ+FdMrKI/sUHMoCiXWXDIZi5V3FTCrw34wQ+oIfUEIbmLgTkAbUjOjJPC+cJ/FfslP3rTwmwLzE4OdZNKHBtl5/4d9+Xi4Rj8+o5SrPbdSNe2/7zlssMHYNk7avMYA3OVQTjeC2ysKs1Wz6pOZGkJS9BoXQ997sHJ4+Np0w2iQ1x8MseivaGsotPgIaM3deqCPsMNnH6rj1d1c4Fb9VtlA5ldLBI/px4XJrUWjwjRdFpplWw8o5fOHwMdWCi6LY/ON086u0CDyX9Xc4mNTcc0EgkfjafKWR0d075dK1YljEyTprUW59QBZI9NnsfI03QOGUqHBuNBeDBC697LNAIlw4xufUEPqCJgHsJvBYZaZZvOjtZy6171Y3PqCH1BD6wrFmyLYPIGdj2Q+fmN3qGjOToB7qCOHtBssNG6NDDLfoQs0+aCMT5we/oom6/IomfJULvCZw4CLk1qLc6BpJ6VxPmiIkxjVzfVinKKUJmTmXrr3Om06KzDFSBEPL2I5/rgtJyrFUlgbEN3Sjx+IbSgqPTTQOG1Pjz6canwieZpVQPKl26QxhAsgsyGlnHqxf7ije+oa1z9yyPF5X4u141wuGuqWzumlJNUWt1viHzuJ8EPjSJnnFSrXcBy+yNJj1yImkSqn1Avqb12rSLNl9QMbzBD+4ArMoUfA0aoR+dqmPEQsfSm7o5Nwdbz/wuTWotv/X0KAVp6LriRKoGfVYzLLcAnP8t9IXJAV0GptSyDD6c9HQKyx2kotz6gh9QTobyNh4E4s5zg1DxVy43NRb9DWvBDP62VJQHhRVnGYKz0UkoRD2T0Zewj/wuTWohRWYY5hSaTyXCK+jd83PmnL5oxd5UL73EbesgvHWFoyMolcM0E30rsD53I9n12LiGws4U8G8nNQ+FX8jq9QuIlrI7gCGYISagYCng/qnbQ4dZxX6if06AiUC/5/NxxPEfyS0jxqp2IAi+4/jhBCll8Jb0MPPpQ4NsvP++6O54Mz8HnPd1m5zfGJum5ayHREYxkA6UODbLz/yzxwwDTiqyV8kP2zbsxYvCKnBqfQDYDmDhg7B8LshovC5Nai3SufwXjsCqPb3X49dnGNPOECfnJDU1vjO5mq88BL4EIgbHrwx/XWnt9yb0GRf1MvoDCiBEJZIRdQ+BIFAe0+hxHWgx8ZQ6ni2Vw+/y77phSSgpEGJnJyZAnV6ogiT9LeNc9LZxcJ7LCHa3J1oOtEG2Xn/hc4JcFfpBBNQ9wjR34DerY4l5RvLMwqf3DB6lHL1KWos+hcKFFS/rEFBxNLEmdyxNwHL7I0m4Dl9kaNctzva3Sv1QB3WmXiroFVUXNujyhHXJjRLzQjiciKMCMsU4z0lya1FufLy78/MOc1KEVGd2Z/hsV4PUwCqncip81xKXZvP/C5Nai3P4BnTkHjbTQ4n4JWNBSVVuVFK7UFiTOO9jWkn1BD6gh9QRTHIep3LGIpxZSqXaRo2bW9TqNbfk3CCLAUNEKhEA1+CBHTG0aGV8xGf974ENETJYU6pAJcIIv8GwlPGhCptRNYGnIL1iAIbZk1cVeO3NfDD3JrY1Bwkotz6gimDPOKzXCZYvIjhcOaidteT4oCt5dXPGaqnQhxnpLk1qLc+oJ0N5mHDfu6ZrDqUOG/cHsGqXlE7bVV0q4Iu5lf6ISjXZNVqI6Tij+CVZ/D8EwLfsvRoKsEFVRY8XpZoXoG7qGXILuhjLrUW59QQ+oIfUEPqCIGfdQRWG16exK+G8uw8B+UL34LgQ9fkuX1+jz/vmtXwGTAxAaht850woOsagDE+CJILyvMUnvj9AvSMKxoL1scc02pdU0Rhu9QiwQucmgDdDTS3g++PMkhWCwK+QWibmJHgEYfYRdJbHh0MmG5whSWWkE3F2MCICuhKLc+oIfLwc9jeKaTrr4FKfgDmm5IeFya1FufwDOBkvfgaKHtoYCN0Oan2GMAmubodMmHUh98WGjmAyG4wcibRMGPlRiSEQQaGGu6oVa/DnCjG+QYFLGxrlxavAdPXce8rrnL3zzp9yxk5wfDirt8He+bSyyHVvvp+jKT5qws3uZ0RRWxtl5/4XJrUW59QQ+oIfUEPqCKOomQhnagr9BzHLjrIlRw35bN1nZz6N8WZrViOcaTRD6xEzEcYc4WpsqukF/I866dKqMBhhzdDfB0Uu2i6RYwwrY2y8/8LktddcuNpZW1QB5diO+SnKUkW3s8cNFTyUflOO/GbEI0Vq+2aMIkaLTHy0rMtMBKUODbLz/wuX7dXOJRwbr01LqIOJuq2r5xaCJYM7D5zqOp/NnNFUtSeVWuc2aiDxx9mdb1ztQET2Ci64zmAyQ6L2PizPtdM2mgelmNc+oIfUEPqCH1BD6gh9NtNutZx7A1uTuhNgm8L2GlKUODbLz/wuTWotB5BYo0WL3BfaFADcbbPWPcMUeIRWRGGKHC9JVYLvFE5DyKrG1D9vEfeHOTR+iDbLz/wuKivl5MStzw4AWE18oKSrHvE/WTQ2ypR2rE8Lk1qLc+oJ0N0m0cN+7pmsOG/dyn+fLjrb8mB0ARhX3gHCtjPL/iEyhTs4h8NsK7x+Jxww4SUW59QQ+oIfUEPqCH0YKGSng7I+5WLNZk9Wiv9P3PSPqzrA9yKrJmOkYYudEpBsYXI1FB9QQ+oIfUEPqAjwXKGTJ2am9fraYysNhjUtMhvjqfynQeDEu7+bRluQtz6gh9Qlga59pY2tgx2aCAYhk2MY0hdgjTMW6NuI5uChGsbn1BD6gh9YViRD6gh9QQ+oIfWBggKZIELm5ubMG4sbZef+Fya1FufUEPqCHyPmJVvmNVDczQEAo4WO1FFHU02tVyd0JZE1W2a1c8pKiFlZY4DbLz/wuTWotz5TZ4YjSwbYcBjP0odoy8/8Lk1p+n6GSRE2LCH22gmabTeLB77jkDvJ9QQ+oIfUE6HABy+yNJuA5fZGk3AX7xRnKO+/d/fyn3dM04PQEef+Fya1FufUEPqCH1BD7FA6PYOW1GIXABfUKEJ5dITy6EDmaAkXpER4XYmN/zxjIEGi8Lk1qLc+oIdN8U+RQvMYppwWG/dmxWA2cNF4XJrTvxcLmRboX+caVN8rMxBoWJH+6oguBJcmtRbn1YwpvRzG8aD4Xs1RN8o00p33VDC0Ae4tcwxmFRXMBHcsi2nKomUxlgYaPlvqJmUOEb/4XJrUQLE6Q+z30yq2kRpOZFkBfTVgYkvETZ3t3CT6HaeLxHVgoui2Yns3UrGpIKPeyV4ib49u4WvUYUPtZzcleImzme36IqtGdEZ+3spQ/KBOlDg2y8/8Lk1plRWotz6gq6jZef+Fya19DE/TWko7WDXqdQ8LJwoatakkfYugKY3MG11qLc+oIj36mm5zoa3MdoKB/sGzJXN2wh9QQ+ulRSjX5AAA/sC6dF4GCuBuT0WFnhaNto5k5iJfNAG44z1fWDAkjqEBmOh9tmc+RFqvx0mYbKM8R3juWbocl034dIPVyC7GCSKnJGPXvdNajNkxQNntW5jO7QzS5uHjJib+4vJ4QJUgxTdLrmyzfYxOol904U/TY0u5Fwto1tqkO58GgIofF3Y0ctL95AHICzVwB77uL43t6nQDdt5aZQ6c6PkR54+qxEJ933vBAC9BjGQcdRY5TAb0+jgqPCTlHbWxf+Wltqe/bTK8d0bs8JsDEdjqjNCJKuUvFoIF5khHyoULPwsJoHO3UfisVEhurEyj2WmxkoUQeInqDE+GDwmZ/P+MzD3EeUQCTKO0qaC3BR8/mL01Xv6JdeeavAqWS9Lt/88RaXmQJqi73ILxzPK+gFH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8o//4vlH//F8Yd4JDseiw+wXKwxJEHRqA3x+x/vYhb2nuUBEfeEoFTkPIQQp9MuxeosKetjL4T0qhD79noma2xLRH+OQa08eXJNoUwB1YjtXzyEuci/fU+boWD1tUOKdWirse0UlDpDjJn1/nLfIfZ/EHJlFlWa3jFtR38CNZgfcclcNcWT7iy7LuF7h3D5hPzGz2ONhdEawht1dmkO5StistQgbTe1tmL/Pz76MKTp3i68YePzsvyTGMGPlzeKkbWFktdJg//Sic/uYBAhfOsWUOuEw6wUHB+u3gl2uvGNuyBfxzPDHTjZuWee206s5pf8TN1VB4/9cFjlyuOGpRyxRUiTzccJDOpRx4SwdCQ37ANi7qUg/OkdHFhB8yK8NLpCkVHwnWh5TGTC03PWUo627QRXPwOA/i6KjnWix9YnfhQKQDB3Ox30hnYFrRWb1wlr15E7B8cXmgzeQZiVCVtNAZepoDUeUZxeNnCFCOFTtMTDf+CLjwnDDyJloIBBBQcOzVnYkGyM021RSoH7WotjYyO4lJEclbVy8iQIIs8bzFJ7TX0l4cHMHheK4jMJFibds2L8ltrORMP4GOxbhE5TssMxsDZh20wLtmfcPKLxYrjTvsYDjMmio33ovNcqVoAk7Ilexlt571nkkd3rv/BiOyguF2r7OVjZrtojQgdKdc4mxYiDs1rGMHXojJ/Ef2Za5va/CGTZB9qBqRNrGUxBylraZyMGqPpAgmIrkEeA5nC6mq4JMtIGbtjyQsraOimQRxyke3BhnMlRkJhlGVlE8OWPaOqO0bVxsD7aTlKdYZ/PeZ52y+DJ/LjbicwA2pq2BBVMYwaGHmX8ObkofB+5FjPOLwsAlAnZz8l0IIc99z3Z6wI9HWHgMqjAPcThAAAAAAAAAAAAAAAAAAAAARZg9qvfvgdYFZJAGU5EWa3vORUdaOYwflXijnMYjQyJDCBghFHVfkBQw9qkj1FzEQxItpaBbtDnRTLnNLHN1Ts2B3sZ2ohq3ojsx+l8mlY7mRHAmpEQn4eATZdReAqrd+sLidJ073BYm5/cVUp0GDA/ZZhuvXJdBnaQ77FOoUeeXFc0cxvHJRPl467zaBe916jJM0NNyKacAAAAyqY1KWnyTa5OAAAAAT9Keo9dWAJ26DQdpHmHmSgCGTS1zyzpLQAASBZUjKl4yK1Kbu42RU5XTD6XoxWIAO/g3C84cLDi7AAGx9MQUR+Cxw0QFIbhopj25KJunlUIHRe9hKJuEbGJPopLae+FhoFKvUWNQCV8zR1yxry8CTLbMQyyPbO258IMkDRfVMuvU4FM95wASZ0iDmeRKKfPIDogIY8YqNvsYnGHZpm1Tij7k6YyCaE/IvF3hmvZ2iT80Mw/qbgvxzmgK2d1TM2Iz+a6ZrkI9z9SeZmlCGY3+6ZoHK918TFYxVM2MGF+n+smWojIlCDx719bwLtRAfUTRnqHXndTugnGvOSoYEaFvm/s6U3SS3khZukwQFa03ycBO+G/nr2FmeoaSx0QfseaDsZx1teEK1TYmruFFPJq0vVyZBSQAdgXCbjQM56i3Vr9YP9TEiqUJ4iLbe+yuw7+5WXFMveNAEzrHZvyT0Tteq4mtWYInW1Wo9G6DC8hi5J0CpEatnpfdM/o52xDictz3EgNHjCcyZGt4NMvsoA8Ei45vXTOVH6DYtXFykZVGffOfNyZvH5YM0rZ8MAEBCY++GZHdzCrUYhXyqdEpil22tU1P3BcmMIVNZW1NusDduQFoP+8yKZ4sALjKRRguAACvk2NcJv6RwOJvVxsPVmMkOZvc2VxLiLLfe8rbFu2i9Q5wgY02LzZvo+dNhOvgtq1ApEZkHn/c34G+gcldSnR6AeJs+yEn7iFbc7zKi8Zo9jEVZ3Ni7MtMheYgNd6NnkTplf3oSSV8N3T/5sk57D0jwBw9mC93N2eFhuFqUvFBuSlB4WMmdRkCZtGkVfL1wfpRLJiFAxR6MUX3ChRy8vOf1y+dRuc6fUIvVDIE14jbDc+eTTDXwrvgzAJwZBY/ym64UgPmp1s3NoFmpLhf0hLfYCbNP3+hqcMFkDXMHe4qWVedRed7q6XgXAPApHjsHA7gGaE0bWmuQTBp/lyaN/E7IZiFlNcvn9LgND6xYaz4MpnrGDXk8a3mAUxOgwGmAJJn5mRUlnqyT8tRb+lZUbApIf4GIH5M7gDTiLFMP2+DsD6EdE7mAVj+RqZeirC+1zfxkU2zlQ7jeFxgh9k6OdZbbqEgJaAeOcozRF5i7DDNyEt86fqbvbu8z8xPBZ/5v9USvfJsyaP8JKIxs7cXqO43f8TXn8w6hTS8XX9YpLTGbGeLTUg9ImIxrRjEcJjL182EFL002WS/IrCebOIZl1pfEK3afOllUV7s/ga0yq19C8kM13bfW9fed/EcpYZ2ShGFISX5F1YfeBXsk0dJxMb11XWvY9bxzgq+mB4J16M1k5wSinuJXOQh6C5Vcib4GVV9pEmZpcsEF9rpVAAAE7p6wz94Xv+UE7PZ9nxmlQAC87+91W09QofJL0hxdk+MoOu7s/8K9azH1V6M3PtmSoNcZDABKfYzMVqlZmtI/p6r66v7ILD8aONlPUBZdm+NDI4FmWngmVyM3PPRgXpZ7yDZF3PLCx4Zbhk1vCdiKfcq2vckK94iEhSOHgKDv2WTUNGtEc97jNSom8kRM20hJtJzSDMPNyekwQWELvKXlzqroPN/SEE+YBmQKR89RIZewTi8MEy3j0VU5HDsS2aPDbFPXmcSQ31VE/iyfcFFWN1Nf1cKCUMyOknhi20nxvg9vLVBhQFVccwbiYnYaIdm/cIELWnBw4U+HJC090bMmXiV/Rg3nKoZ7cpi8YmpmeyFwD4/94ByVquFTE1OwCYcC0khOeuJbAAAExxDf/4AA5H5q+O9VI1t7p2CvmRFvtLdqO6g302CaQU1qFNJm0CAQKI6nfu9BM/SBpPOE+m2F1ciZDn17KQA+YUWvWuwHRDqipfID5jd8YeXSLflMvrHVwZBrAMNoeHsf52G65lrJEEkd9/tw0CRgDoFJYD4r2KT5Pf859FKCKx7hUhASaqaRHR5DWYbHpMKJO/8mds5+S1V69FTRRpFQ7Sna8qXJR/bUgCHu8QUqQKgMCL0s07/m5WOiqI6HL0UZ2ByEOdRU9l61SMNyuL5aekIiNaBOoTyZngozPbQGsc46TdLTRb3us3D4AJxRZwQP7W7UkqdGboM8XXyH+5jHvhdxAAAAA3oKVkkwgGb5iIn9Dy6aAEO1QUv0My9eKqJRRD4kntx4bZP2NluhRlt+p46UsQJHelw0qWlQq8qMaQQOisZdijtbw9z9MJVy0A2Vawh2AAAJWIGJYLIlSzcAEHBHF9o8AAAEd+OsD6owAAAZIjPxugkupnFrq6A4o+8cet+kJXeBvwJIO2TYF7fIaEV0BI5ru7PCAAAcuFZkpji32q73TwufzTkYdn7IseVyQ5KyxvKYh2mkgGlc1S8RlfBbE3mIAAHVOV19a472ISXwjLYz4TvzN83Y6gI0xUPmj0iiaEeErBcPWAgCoMOxGIIOlRVHrBwyEVLxpMOe1tHGi4H71yBaYKY7LQ+TKAyTeyuHFOR4E4nTPgWzXFhBTYuPC3rWnquFYn6Dv23l8pWfGls6DjpY8ylM6CTyyFsnCYkghyXEqjG/IBySQTyTiX3YlJ3PtKAXaxngprVnFWbyMeVml+8ipeUtCZcrXVNKs9AmO3zW9u35tTwvyQhZC5Njf4QhoEu5k9MpIXtVNf1oCJp+zjDeUOwnjlpeEsmUeIOOMQnuCphmPLVqkrLIMvAsWU4FPnLXPL2zUx6sEXVb2lWdSmdmwg5x3D93rBzsy9rH6WXBPhWQf55lkP2/rzYgnoQ3NFAIeK06/bQRuhdAhrXhviqcGouJtmFuluq276MdpVHn1Ff3m3KnuoJKZL/YOeIsCJdO9LiKJzhn6WKQvCU7+/lIlg2BfiEST9Abx7CRD1NTRMWDacRkBSrxTsOvOIKHwiiyDsCwvHmWF7kr2Sb8Wz8JW6fo2ce4EK/HqLpTXqxdthnIc3kCJcl4ogwej9WjyLmxbx3BdIEBLqBo+xFdzGBmwmdVwazbufiacHrXTDm+NJJICWNiqQI4uQjXmdIUeEnjfPTZ+/bSQDINQqGvl6YFtMNvOSBLwcEqxdbQvFq3l5yxuyb+aEUwn55dA0Pa7z4rPz4ZU8FsQcGchPxnQ0PxwyadI7ccyNl0SiyOC9wygmQqV61+P89bnOEEH5IX4Zx37gOQq7nLtuAFii/AfYHOH9cJXXNI3e63eiab04OyP395phs98si3T/oL75WY/OwC5SPdNIo0FSqyK9Ww5F8bWwKDzAsodATe/LxKZhZW22J9RorRW8oAfqUrqYMyxywzsZaQ1jNJMfOUa3nz2GBDWf2k52EoBalQ1kV6Bl8XfHKuNpNL57YKyCT2dD3O8wSlHxhHG5s4Wt+ImHzh9/JWn2E93cKOAc7MPpfQs2hbexDMSEyYXZeVh0AAA+Z+pEBdZcVLRFvAyVQmU/7hs2r19LS0Ucs4qGRY3M2UiNEsvlSarJWBNGfcWvT9Lxvn8DMueHeu2Bl84B62HkTnbWLf5zjqXW+cSitffqD9un81W9nqJjgjY0C2F3eSaKIlJ9ddB8ezO0h4E+3KOI+1m8swgjEce3WbiO4kV4uzY25QwphAxIj8wzbDnaguB86EAaGGNMxsxD/O7yIeQDoGo4/JpkNp70oZKBbCA46Wx0zA4NhLbz4exRUrftCGM4jHiyhEWyaKRe3KbAd/r7P5MqCnY23hdjWHpEu4uqhYXfogiGyj41Rybo9FocaXkWSHESJMgytvEOeZGalfQW9OGMJi4oxhOBB6LA7T4gAxmmBtaCVvHTCunAeJSWhMkWrN/pJ59XmgbuVH+utAeyiCW8k7eis6cxesYq/RRR4Dg9t5xtWTcr6QFVYirtv9v68AqOXV9osm0ugPuy3rl+mHJpkoRxeRXnABAv3ViuPXzU7lKwYNyaM/VkJGKh2tFHbutqHKGRh1NkabtiWcsHPiT8IfuNlNoHJ9pRe1fjTN9MW2BJsdyBhV5JXNo2g2P0dx9Fc3hOKjjPNrePUWk6p1jz8zA16Lg7l5kbxf08oOIGD0a6/fctYh20WTzvFkrr0LRMOMAp8hjIbTP6EIBeLPVcXuDPkO1pkBUalbrTSlroFuwfPiK0q97UQqZWvHyzyR9MOPQiec/0Hs5+z2Gnwm2Vsk7Ds9Ym8fA9vRHwUqRO35+32/bdzcgkO9liujodjrb0PPNK09FqAzh2+wXCJkKsnBOpsCeZbsxx+3FUjnSPU3AQ2zqWRdO+y7/tpnMvbcYA/Qa05P4vPVMebyaIWUqiP5Tptjb3r/kpq4tT7V8gOD0uVkDs8js3j7ekjUGtVSKXRSe8TGa8YvbzWcImH8J8NabUcGGMYi0mynwi36K7AId1vxmsQTpKc95peok4XP5Xg9vq8GebazHKuGVfU8DxQnUAAAAVg4JAbA9P2hV7mFrZ45ZhQ0dYsWlcN6JDLOChqaBH+kiI+FgkswoJt9E8+vD0e41IUHn+qC5ulk/o3DxGBw4cwQBo69ZagBHz3bw1KrwdJuQAAEPCgNydnfe1QeH8GtGDlZV6USCA6XzSyRBKoKipf/BTzk5ptTdAUE+st0pYNgRh42i7SmftmfHv6r6OXqUH4AP/GeWAAAIFXHG0qNyC9cIzR092tHCCSUsGzIVpgbIAu8cALgGFiT5kQTSmQ01t65iq4KUFdaFrjSfVbjBdsW84waQy5AjqepYdA93ICjtgAAANYOGxMzfbtau6TZaPDIUtlFt70ApEi16HiNa5VsHk9pueQMCHpTOm0gMLF+kdT9c54oHNRTnoikyoHEuJ0+2Q7MOAAAAyfK0RhkC2xgkTKHzTy+leqZOSlgT9CEvHkZBettpOjPE26ggDvXXsDAAAAfaOUFHz9+m+bFOY8PsBpsI3sPvoE6oHNLVyoVJvzVHWBtMIqtDjnnr6+uEXx0j9mGAAAAAM5RHdVE6B5jsRewIfBj9nrlUF0bhi63OZ0iVKKh+S/JR7nyWjUntIwokRBz4d/01g94cGjMU/FRa4UM17VxQMwFECG8iRYiZrdV0fF2xAddjW6dBX2ZQjadXp/BZhmEKM9NQAKX0BogFL4WheIBX9xgInPhRNB3Sipgq3t04u6Zdb094tYGc34YxGqNo0qFPRSdXQE+cSAAAEJg4RP0Kz1+JgTws8in4TQouJW+xJPl/dpMI8EVuGedDwwTwyG9D+LSGkrH/J3qEPEtIAo1Zg/EvZ5hzsrHxf1Vur/asEFJjLdPZ4SjGEKMR0TXzqRE9bsyRp4Q8K++rYJPINMPXSOVZpgRxM9Y1ju6QvYGQHfITXM6Da+F9duC1RnYGym4SkoAAAAOF0q4EIHWaR+xxxXpPQMXSpBi0nvZS3LRGbAdOJks1DFeGnPOawPHWwap1JThmnV0O+oZU8llgqy5wXRM3Pnbpr6iK3T1RJwjRu6RGMy/CBJNuY4KMRIm+cYfD04LI2qwzSIIQUlaPcil15gXXk4k5izn6yGq3VrvzHpcT6Po/djLOhRbZmKH5z6xF+Nm64QHZsFzw4MJJ3hmS22L0BblSLDSQUREQFxnRhHoLxm28nvYG3ReNG9ISPIU8TBCtfzTHQJGpGSlocPxkF1JoH1TamiWmZ9UJdMvs/xxz+xu1/DID9Au9e6l7+LAAKEhTn5uqDhoTPK3FgooNKAqN7HGoEhs7dEpSKAL/UX2U4K4uEv6TpgDxZ1DoTC/lty51OS56wX2odQrBABxx42v7/B5Uv2EB+sTVPcYdqqV9utcBVa2EcYAA1nt9ehHm/yU4z6HkMlv/FyuhdHuJWxRCpjXGxOgFZfNmDkIy98udzY/Tk25fk+tiw0+pAp2BvtPsP+/wAAJzhEWd8RLsv8wxAISTybVx4OWW6gUmaQ1y/13IJaXCSppmSTAJwNUDTE8ijQYThABuJDB0AqjZatQdPZIW8HXgO/RF41r7248jVFpBgQ2//DxefQKLMUWrQgMjba9bsxCzAn5s3nPJFa+tL9NkgxDOD9IVMGTmGAiBs6Pe6I1bmn+24jTaTl4l1IvC5/Guvwj2kynUNR8ln0yMGlh/7Q8VhJBRERAXGdGEehD1FdqA6/DnH1RPuL+IPkojgPU1quNtJ9xCjrpzTrZiSjhw6oURIJyUNng3e3O2JNt7MI63BscYHYEwZPLtJoDOev2+nwhrV5wLidEHmmw6kv0oPlbb0IziuMqoU9gAlUGXydvjNTyuHERvIXPBMDyv2w/d65VgdC4TeI8f1XA8yYek1AciadvcFBX7uxe5miv0S1oeHULFGTyuGY2fWLblyHAR+P8zEK6g33lz5ip2/HNzcTBMDuiv05Xu8vxkVE1mwhbYcFJ5RcZvIgij4isvcso63Zbp4qA7GoU4qno7BOD7opNTFB4wAAARoHElDr0hzfIKQDcdUv7ksY8rvCcAmLVWmrhBlzNKOOagr9mdm5CGv6GHktsWOggfuGTtKrGyn0IlyVdrf76prTsMawLK/slvZ472bNRyDhDqI+r0H4EgBbux/+a+/2B7Y995Hkem2Mx7MGAbHVnCTiFXfnShZN/RmWmV70Z6x8KlnESjRwOIM5oyF8/0wZpjTnC6y9PGt4kHuU2AhCGvahmbtBoFu8WN8ZdIU4xJiEaviOb3wgTZdfLFb9D8S025tIuc7RatUSLeKWLjon8NZR2BDHRZROQdOX8ZJ2ldBlbENNiTeDtOxVomDBF/nfcG8LsQh0jRLNkOpu3uOkR5VdJ7ZNv3CD2C/AmeojVGBCp7+wn9Yk/jY4OgFZ5wMVq/WS1+AfgrNW3g9gz1wlwCeYvEjbGgAu6LTwJzhDiGuuhpdb+kIP1aUbHTYT2OYtfHSUMXfLDu+9p8kUUJgz9iAfDqmM5jIz4QttdwZAVlxm5CZyWG84T5N9NbnlsLQMIbenBDySxh8GXNogbcM6dUqPWFXeqXoljGqoZt/vdwnMqd3QEPKGsObdhvmqwX0hZS5gqfQ/Osnk6MXCigkkqn7dYKk5dbTZAtUQuympIBdwsbveASztvkPts4PCzzUrnRNC3kYCl9RVclEFP/Ti+wdc/Ckz7TdavPxcupikuIStXeIZ+D1Gt0ZaWWZXv549PCVv373Fc6HmgcMNQ/2Emu6gAAAAr5eZ3Phm6DfdJOCq3PY5c05RRCjryNBRRhcBNC/SO4X5lXaKwiniGFcEvIdBkRN93dTENtgaROKOgYUBPFXpQbV0J6D0YU9DKQIPbZp9gDm2/Sb87xr9n7WPeCIpKineUyeMNOkp+gz+KcKE0rpb3aO77gN7YxzQGm5J8NHBGYsw3AjJgmntx9X5P5UfZMBKQZz77SNyxZ7SZMyBVT7sxFj/bpSV8qTSiTj3dG62z7UvoYHRdsig4x0s+ckAj1QN8Vvy172idKdRGLh95TyejDWUOgy1MUH/iCtc0FyzXVhj7LxW6DGPsYYZKjE41Bvhzs98HqVAoT883yvNwwxRUp6C+jEqFZ9Up5tZsX6zytw39Sq3g4wdwN8NgWtsT3nMJYTHpCNA7m1Cz9x3Ot24pQ9NNovb6ta7QDelnfCZv3mJd6s4uXv6E//AuBpaGFxgbOiwF+hp9yA7bIX2ljyFO0c91CQeQxJc1GP/qkVoEQfut3rfUDAtSEPAcflb4/C3kDe/DLnrP6LkiCcPQnFhlDwEXYuTc+UPyMKuMkaC+CRWc+9xtM9Ww68qCyIL4IVNNjUntxfUiV2JL2gASggwgPMVxNwwRu8AjtvzPQmCFvd+teiDsq08BSY1IbIg/DtMuR5PoHTgEKJqHmAupoQGPrkQWuITB2C/09wlpHwZJLngYMWebONJoI+hzDUL5vK7WG8dAsuRThY5LQCaoaxiIchDUszU8O03y1gAAACrr9JGu9cS2uKT70PRLfaoRNN+inTB//6gos5SaHwYjSE+6MmbTwOEjcSoeh1TXmrC40TS+DIxp+Mv2/0dfznf4lBd1kK9hreDDN1dmI8HBGSvc4U7wRFddYPIA86lY+QqTBHdAB24akJzixn/GVTEiqyZAcHJrWTbjLbRZJ2byJYS8eDOugj1zaXkOPqRlGVQsQS4XeHIbasGTXRnDp1+jiz1KF932BuxsirM4aCC7cS3uKZdNC/OtIAFS5+nuvjP+FUTT30LXQdiz3TizEjmavGNJZ5uatZ3S44GgP6gpCCJE92RuTW7i/2alqPqg2CJR/p9ZvcnbldQ2y6wArNOVMAKxlG1PSVZ2E7gTJBZL997AAAAL/pOZ0P1grVUFoMOAilPndySq/df8WO4wEwv3Iqn/Cm/cZslXnXJTPEf266J71j94v2gznxJuqwN1RYw/WCKTak3lvosWcFwKQeSZZ7aZzvplSgLwjjISjfxq4JLFPSNJ8bw61x6+6Mlz9HtwuZ0bXKHxDDuCDA3ktbLBqQ0BPev89ZRhyg2NQHMbykpZmdxDvtFJvM1NkDCcSKLa1nHJdL5WWsDrI3n1R6jXyv8iz1nCCihCTULVy4c58C6G7D6KND28HjX0y7a88hQCeC3O3gOpiG5Syp4zSkgV/6nULuO+XrmwHM3NAXFPjfwv1QbbsZxkA1CVbqEnk2xbo3iRQCzIZnNBqLznfAAAG5QJoeTD2iQF/PhOuX1JwAAAABHBqF9okd6ASEFpYSggPUytkAACLUWKNZl5x9oczy5hjmUjTrdsEXDSjljopB6IEI72SuqgCYks4g5THaNbYjH0WkC9sOztvsBNsjSoXP+x2zGtE6L3T39HVerOKvXBS76dbjkwoVnEwkL12MX1WId+rxzXj8lYAanx8BfpyajYEPci330Qcbkj3CGpvxm11EZW6Wb4/GppxAAAVrda9XpocTHgt6D3KXuVUxAtGukQYK92oftU2QFIQJ+JKg6vqW11VFyQMhS2JYMdjYsn0OfsXgYxZzPNQM5tuez4kOSkyqkfc37jZ85ABaMEm+QyTpME8C9zbsIdMt3hLjyOBgADMDoBszSpSkOQyvrBoRoS4Ql4f2us5vqKR/ip6ZUyPd2z3ONght9/CCF04lVqU+tE8JCVeKT2mxdC2ogHWJ2OT5vTB+TjfYVEjmFsjSXga2l6wD4M1FY9hFDOh4RAiiYLfaapU8pv/dLnDuJdubUPYewg57SKBeskhWCs2LSr6ojGGCOmuk4QRY0c2MH+fPtXWcFwn8VvMTDWF/BxUz/9Ses2FlZwqQK6ER38+b0W/howGgv7nUwlZamk5euvTxuXfzxg+aktvBnpABBzZ2Jo0UHjzXK2CMyMOkG9kmvPcum6f87GlI+PMTwO5amwabDmlDippSzaFYJIu+daqbELbemeXJPKbUKxTxU/QkcidgkxiPyhKXh3TK20zEL9byXZUphXi9PwDz45LGWaIxm5Y7iBlrePzmwBk5knazadp/zS1F8Kwv/wXLIwZ0XVo6ETfB1FFq6/FeJlMlJyoDgul5KLkJHmCXn0vlKCAZHPOtNUiXcdGftF5Jepr47rFAJ/YC216SZPMgde79ho/dpsoOIGbgsNN9ePzEM3z69k4Af1FLA3PpBiawxgV4izHb78HkBax1ycZ0NeRhuJ4JH4d7Dn9KLkJKcJBn02x9k5On22sKVggDRKYvJZEsoc19nNfBLzfo+k2q2UsHUHVEADxtmO4Fjm9er1khc62bPjP3HJzqR3MyvxcF6B30x2nfG36Vp0gY8WO1CmNdq5Mk+tJ1zxsbVQgA04Lo/kobD+oqQOEddXYCigqYwjSxHsewq9ygZjkbYTYohC2rjZ234RUPv3FvSaQVxqk5bwKsHtwFKRVySwVV0YAqmI0AQADJ78LP+ejyuBnFxBgvG3buskyOiEjSHsIEYZnBRhxdycjDfIRM5W8XuMgxXiy03R/aUFTmDv/q7so9RpfJYelHRmwP4Pqhvrck1wb2qqTEaEPZSHbC2VkUpOx4XISwDrK6f0ZjsQUVyxajPMalDd2f+e03DtwpAd3vmmzr+Bg+V+5c7pwBahF2Z09rDCfZe3pqzm0q0a/ev3iwkEKDtGAJ41pmI85cIHyv9vzXbqTfTfd7Ne0Bdv3XL0n6l6Mv/S9HFsWIj7trsw46TEPeMZ8phDlmb9B9/1fKg2Ov8XcAsPliIALRnmwXYk9lSYc9xY16yk6p0jJj9+I5XxgrxzkZW+5l+d1Sd3Boe/VbKovZBlRA2oC1hMA5cFgGSDPS6yGGVTsB3Spi6RmnCMDgnesW1cbsm2Ou6NOkz9D15GnxT9aCKBccmlpWyLxKyyvdfoWIacE8eV/dFqN+aVOOg4zuzAGFakwsmHz+TAWVri4loR6XJc0EkyyO8BUiGb5N6vK4YcHBijEnJyHQxiKI3Kjuz+vKy+d5O2pdN4KEaB5PaTVEHav+NNJkvVF0gZPQgce3vWRe1LQtwi9qQFwdAX75DoSgJDzDdzcWz2+wi7pOk0fr+oQF36Hh0JLgSWghK77IGj/PLDkOfIw9YhP0IMfNfQAdvAEyk8XBu0U4Rr8fDDD1aewia9RpSXiCXRyw50L6qMX62tC7HfExahun4FRIv5//yno4xS8LiELx/8MQyNlmvuYkZpjB7jx4J6jA+KG/gTD7opfJ9lt3BJLGrYf479zkdONWrnTCuF4FiyiB2ntnGFOn1ntBwyNJxfMYVWyVr35R8M529awCfx9CQPWFnXQuLpHFhlfifOVT+fO4lgXXLGcPi0g/IPVPz1SeQ62yRp0U9n78/WMAg4iLrxx/LCwv4DNFZBbCnkcsoZEjCMMxNlRmdqFBebLuNax1AK7AShDBgRlrW7BoKOZtzc5hUnoAyMfPBZXeuQV3ihHuaRTROW5PUtNgKv+gYePlyWZFQbet3pTV6xpY9RenlQ8RFgIUx4DxNEXhgTDyYoAAFzhF6e7S2jSVl9h/nUy035taFRp7p8lXeYS1aOzhmi7G4rwcXfO11WkHJRZUn9n7+qEXBN2GhwhyBiig/m4TQ7EjuPML8pvjugWr1y+dY2a3tvyGH+MeHE09zOI5+EmioQL6eBr1FIBHQrY0Mu2RD0No8Kdcq7FHk3j6faCD34mGaDJYyQx7h5G2g4BHB6yOlUsSyJ/eZ8x777JY539ft0PLfn6lAIlTNsC6Y4FgM5tNAZ4rSDvygTS5wAEuxo+hSd9X6XwQ8ARpvjgNLZURn7171oAAAeIR8JzPgy2oAe7pIy7/brL85W3MZIGFi8lUkxSh2v8oO/BJVdKXRIhOzgNv9yojVLtwzsReo7+wyNC72LgoD8hBWinF++9jAJbhpQd9gAAAvScFMj3OJoDRw93cCcXDj5338vSi9Hy0sFjlY/YqWBJ4vEuLffzJ3EcOHKQW2CQNxJsfVUf45ETff6aujzSmva6BCjrmz+FOoTQ+qVsDHvTuS6NwY1t9jp+EWLOffXeyaOEQFvhrN2ierI9ka6+BwXMZL1qazq6Odq9Yag6hQJyhGLubY/cAJgWb7HDayhQuRktIaMuesvt7gsX51vIzC2tBpscG7c5Z/zHL+43h0p0p9GKVPFptLsum6XY4DjZwG0pYyuRSFdm3SshliLoEvwQLGzlVnxq+3CbqZjn5S06v8Wi9UDQI+koyo0bUUVwP/5XKVHVTXzCmBtbjwsJQX2WM6lCEJR2xNwaPzID4QAACmrkJsIKbG353aNB+WYwZVmgtCnbSxHWSW/RyGws66V9EnERIwdyKwhUt0JsfE4lnXk33t8yzHztdMJ3SziMYdqcw6Vc7t2T/GY51oZgCSK9NwJfH5Qouyf9pMBM9ttnLmfnxPgjKTh6KSWFWr/wQZ+4lrBC/r/a2B7ccagMRFU1l/wTQtTlbxbce80AOVKlZYl+9b4xl4Z3rR33tYI4CJeFbhAr//BOuMAcm9kcc+dqoTRCwNJNgOdzCNL9GsIun4bbgFXjy63zojoMFimVZCcB0UK2gnU+DypnnToE8EJroT7F9AB/nak4pMmY6fK/neMJ0Pa/kOHUkv5RSmh7A69y3YRBNI7D5S9y/HjJqmOvMXkrWh11LTXg9M2uuxXImulb92n8a5Vn2MBOUgUIsbMiLpyS6HwtaEc3/YLF71YmOxt/ryihq9siI2XPaf/GlphvZEEdwrrHAzqQzFsdPWTsSHr3vBBgmdLShCY8bml2M42xy+MAyBR/jgk31vY1dV6iCh1JmwqkWiiGyCz0g2Vbp6c6OzsN7Kxo3Q37FwhKCwS+FkXLJ2vapT9OmkSK9qIz2J1yI0Z5L2LtlXgBJEg5i0F4xVhRIDp1DDjRI7h5IB2h2WbWsKuDoI7GkIBqwVkXA6IH1Hqj6gViXVYFUioo03m6qkMFzaCrMav3rZqirLUq+VLT+BpXp03Q60f6sGXN1IP6uKJQM6YazesbHXmMGeg5eXbV48cxSYwLdzJHTp10KyMFrCZO/bFPhnqt11lkcYEJediRELWXkmjLcny/N8h2aIoKGB8k8Alrn2ewmb+38NnvvB2RFW1plWZAC8mey7kW6NNHq+2zfLgfglIenizIZJlg9lpTCoyy4Fq8GjuCu6FL8VSP89nCkDjZQshna8IDIu7oiah+y8UL++VI6BlQptbFnp/O7aR4txLip1CXar5cordmdNpygQY8co3ky73g/a7Fcg2WEwqSp10ZVgaKyG2TkySY+mEYYjYO0Gx5+RJtqeGbj/gXcR+2hpkQnZwG/wa+JRNjP0GjTFWO6mmIzVwPHODt1l2JxOZJQdyupUGdhoNqvZTn3JpT+fvY9OE7wIoE9HjpOeguzP9JFS05sUWWdLGdpa6XyhsOEhhemQbtpwIDMliwlI/G+RXqHl3nc+kVg26GjtVYK556HFov11OLHqeTH6LxJ574RltDyYGQ07CLvCclQFiUBIEcLhbthCwJAoGozsmkXu7dCu7re2U/ncCQZ3+pPoFRGWaTUACEit3qyYg8Pe8SHapcUYnY8lHh49DsOkKTk17E1NNVNmPdTr9op/ILMyrd4oVa+VFXwSz+kZQ+n0u3koEbUWGWJmFLx+ulAv3uObS01VbuUgRvPvkFN8oLIVc+0xegRNK6fxlqUDfoW6TvFhGae+qc1qXqQFc5eraAJioLjHe1Yg46/97BqvfWYJv50n3kVCC1bcPsYn3EY9dvR18UqoP+z1hoaHQ/Kd5wRkTSXVXk+eQbWKHxFF+UmXZUlVYPOSoTi73qVnNLuEclyL0LeDMq3eBWsB9oDs5Q9hVeiRSBtiqCgJAmA9vXZqkJIP505VfyHroodsvnt740LrgSDO/1J9AqIyzSbyuv1oYYlaNPkSXzsPJnWyuB29TRIYUVdltfgriPgOhX/FsvVyUCFaOGN1QhdO8OOSTbXmpvWUlgvsR+B8MwDHHQB1hVrdArdwR+e9gY+j007bvJsUUtxTimbG2Le9vUxUhXF1UF4OTY1OYMllJ4PNp8okT8DGJPVwtGjXD+I7v3SMFFR5McVrEQsApS2yDJQmKrBMaX85SUKaJmShcEa9Vfzvs1hoXG2zQEW/ofYVB6xpMtJEg/+gipU2K0BbpBnbxUzKW9Jn4mN/khG8G/gx8C0quh/ppg6/DU6e2MAzaOVei3L3n1Sq29M0Z3qoVIkdW3ONNibvVDqtGW9O9chhvMH+MgnUj43kkRyOcTk2pI92mhtVe0MMStHfd3UaXwvdsjYbL8zTN8WfVF3Hy5h8xVhOuD07w45JNtcl8+9GEbmzwra0yyOoKUUIZVt5JsGVigxm+B6zn4ZmsHsTtFkDyZrMaBX0BoiFTTxjE3PeRonaUeTTygokRChu+2Onrsl2BXhrAY1L0rumnYJJFmg6+P/4vFH0d/iTTiElmwAFzu8W4PWXDoPXHJnKbF3kdITxaV18zIFp0lh5fcQIA148lAABMEGUrBmxeUYzUaYdbUSbk2YSDTwYWiVtaXjzMPlnLU3OdJNUB8Aj2gllzzMiFO5SKs756dRuSJn/IpY2JO/V8yJKE6bn30wXYwbHoh+8eCVb2+r5vF8qD2MyaDb/UQwSehDBV0lZ6WQ5q/G9Dr4Jsb5W0eQsalyHkj4npRGCGUgeGSaefWkHvOyQQUEDEr2xORaeM/LQj6vynbjkymIrqXHhZNHnsl2rwLW7waGCeIVhxe/AAB2zDF6Dm/d3XlNqJPDduqsLXsQcDEegum/NLDy+4gPI+qQQF83NNHjm1ylnybjEj84u+9+522F31870d8NTRBNsTAKh5u3KoILPX1JjTmcrR43zo4XpTqidwN+F6UMXG0BDnzoPKgPuW0dHKjhnb3bwhClvBC5vdnX8l2tiiB9LeCECjNTElHg8Mjb34qFl94L/UK8/ZB6R6/ZX/OX3xpLyh4JD1JkFZG6p6F358wTlq/DsrdFcOwRmo1qiLozwkbVTLAnFQyNoGzlS9P8C+R23b7J6lOp33r7xhJhYHGJnShvHfBBFyL8V7lSFY9QZGZ9yCLRnClPqgt8YWBpHHXKkAJAw7nl1ipuEBVKqd6xksX0pLy60matXlrlY7gRtT2KKACmPx77l78kw2TubRlYwH9xgYzd9THarpaNrBf/s6FjEpQDnf/nENGcm8E2XrpjbGKipNKzEJCpiQFY3tcMf0pw4n4f7v10fFq0cQIdcSJAg9qFUNYK5dB+kNz8A1a6CZGEjAOv+Dd7kdUBNIdj+IGf/LjT5JS6kJuQk4dvys2vJxsB74NXvxdmgxTIj469dKwQC7lVZx797YraGHlD6I6L1mXiCniMYvUSuGH7Gz0xExB4TxEbxndRatpy/uUw7Yrz0IN+YFIiMppsBRmgM5FrIrLYeaNqPbC0n1JBhDV18vFGMMa9hMQVafymjlIcvckj0HXHqdrsUJc3Lu5hck620MqQ2EFSO1olnQpTrLxwjc6tSw3qTLfQ2JY7KaWcPKY6m6t3LlriTfp1lsVh9KMG5ubdNcMsx+4TFWFAYIVZ4Q1ZbDnrXYb3Fj4Hh+Bg3koin+7BikunABdLNMvoP4BKovSUAdm8JEmovwCLe0OwfmeQVoMZTwTg/fhgYWJt4WApUZr1KbNRHGzx/+hz2MUfNdbaMHJ0OL0MOgOlxSJTBqEXXm9AlDg/2fd4Nd1SCTJJefxb3oEsMIXvYFxPcV1xFta0BGzUtQXbgNX57QzGtqCS5xXMpG2ITzpO5XtH59ApMIqDR854cBJpRK9hKewAeHCxvjhZoOrZ5dlX/VHZSda0xkaL+w+/9612t/ciSbSzd8ud2e21TPubpHnaC0NDjfVLB93ul+Ir6ZgsD6fwSGssYianAfAzsLyRhAuactQe7OlU+SNlUZyKjbonJtfuRD3BYNuHm3F94CJBptA3RZWcwkinNhSwbZcqC5rvkzA53aMFyX8wQLKfs2E3rverFsMXv28ASOGOIu2b49XKRFuNnhnM8YFwID19hXl0x8RvPotQXI79UpPaTIDOHzNS+dQIfHIgw9Uw40I7p7TIllA1cKDSNsrLFFz7dQjQYMKG1T7Ubanoa8BlBlSezP1Wmx8k8JcMkM5b36Eh0Ha12QkMxhxwVs8tsafcVrWi2MOHWLvl8XM8wkbwZ9SOvUb+dhJCRcDvtg7k+h6GcDeyLm9/WeG8sTO1ey6Ivru8Pcn3W260Zu3W0VjCSnxt280gadqa44sDvMXYZNAmp10AfnBfGdUxc6hiSpgA26E2CFCnA4AxFmFC9a+Xx7oeMmP/RysgqEYTObirjaKrSpaFJjpntr5gYSqIxPC5x+MalUd7IwL3T7IRPEeINnOYoXveIoDIsleijeAaL4A4B9IJl8LQ4hzGGd9nF+gpEc3hgsuWU8/qlHFfYqR/jaT1R+CzW0sGYsuYuuc4+8UkqzmeHKVjXE0+Nscu7wmc8mRqzOQmXFLlpJBEZEwVEHVdl63ASGYxXXmeY1CpgEi98uCBjSQO8NrCPsVZHKoh79080J4yBvIvbk8MWFNDwTo4G6madswadUPJn35e5qO3gDkUN0aqn5glt4F/k44vmlz/P1xfdDlFRistpyDsj9KqRWWM4dBW6WTvBfzhxqWv/fIftHLCNV84XTUga3+rUyPS1YOY/UlSwu1RVUp0PRLsXv5JenwDr0hz2jiHqn8TOPmXWt0z0YSxZyF66OBavh31PcKiX9/bMx0+Mam6SvcgaEkpHWWSsh8tlgTGcCGlEy2zS9EY3evCMSPC3l2uTJ5nZEtHwH0q0X2LQVVwv8kcaGsdKFgD1GYwKDJt/+kJnm7AT8YV+XzyhPRwfcN0NVe0iFJbBSXLZXFzUtpUMC0PJa/A0jt22mcO2NcQV+xNuD+pgm9NpV7n1edk+39NLtvlafppJ0DINwIL0ywzCbOG27z1BOrLQ+wLppzN/7avgAACO/BSSmesQTJeO8nqjbcBxM678Uy3Ct7j7qPHVunoq+h1E7c66Z1MFRZ69m1AhSbNpoi10PbEdUXbSxuURVU0eRdADb47Vjr5X6O7jlJUCCVZw13YsO2Bu7GRU8dVIj8jv85fjhy9ecPBFeWc42afvWdy1d5ZG2vt04CK7VBc6jC6t2eNxsb5H7oYRFGRa9ylK/Y30I+bgaMDlCnA7DcN6lD6M1uw9c0NSzBikSEFTl/3bU8WBoaySN4H5YzF5/wOgkyDZoZ9N1fVeEw5TUW/RmyN01mwsJ6YA9QGGz5vol7HWddgLNzqiFYbKyqb6rdLCnlQWDEl0xQirY0FAEU0BjfWBtBm5YcnLPMQ0JrtSg9hlW3xalvvHCdtQAuyvDeK/jQbgxtQ2N9CAwQI1rTCLHbHsckPi8h1fWTH+zhUc7wLyi9UzJbLgQ22AImVIikJTg4BCpaA7jcNu+FHigVBEHfhlYQOL48hRLUsw7sXo6iGrIC3kzPG+U3NAaN86N3tkKUxP5s9rWisWJF2+IcGlowts93qC4hjbJovbs6rpW/JzD33YsIS0vhUlKzb494vdl2PfXK2fmA3U5H/5BeLFa8eFAAK7ApLOzpaFwjwO+qBuKQLMb8uUoSpypb+Esws5yJm6ZAYA+0I6acN6aYnmJ7InjLFq43SJGHnqCfKxqnkcc35y+hhOWYw9xPznKT1GbvLqPB+vVqT5ZBnKWcW2P7Ye5Po5GbKXsnFck8GEDRlceoRNtn7sV6GQ6WqaDB5f4yiFTOp6gbB+kvAf7LtAuUeD4AyQg9M8fe3c3LoTNsHBPbfqO4wvxBGMY34XUa/xn7kCthVpj8luFvMogcBdVjbi92z9fIhHgFpA6sYXEJ+D34ttbwDw+NLRlG01UvEpwGoH5j2V96wodA2hxyH3hqsJ/GBUzC0LLG0vLEDCBPKwCLlmehxTuXnD/Mb09pLyAwXKb1vqBi3zancHCWGhUWlmjMo9fJqAHvZZ8MmSC7mO/NUT/NCOqSNZzy+xw2fyXuYzk0kJvG4ORAJkDcjLTi/PeSVOAzIR0HaoE3QHG2tWtFoUfARmHUdrXWIqpzgB+T3hx6D2Mb2GWQm7h11hwEWXRKSnVvpyO3xYP6nZAv4uWO8sbcxtcg1GhNYOVJV5Ki/zv+jMHW+/ckeNUrcBZLyiYmMRl3cOD/JgoVMzx0qnexMmC/lRwO9jZU8jZ3bxgLkugbDTdPXgOM6MIql8GBkke8BbSTvhvcvNcExB9MiUplCKjZ4DL2qlpb0SmiNa8AK/ggrNHPK0x+KUt99HyXMmuMd9/IIoGV4jccC9YXMHQBeW36QcbSxst9aygSNe1tPdYG1Sma1RCJJXuBvUGnmTvUj7iYa1+VyZ718f9/p3K2pahAuYmsfUjUgxWiHOKtB9x35I5LZysfOu7AtqcHX2IKLjOndcINfUEx8+6HywiMLtTnEbYeW17CmfZYxMBXgaEAX9n5hJql4zB7KJeLrA2fxD+4TDftYWJhOW7cPPowijf92t9kG2fjG5MuIbKhw/vsDgqPv2gGvLAPJ6J8MxIYzAThzHGj93TUPjXA4rxSXY44CRZ/5U0Krh3ZoV6LNAqRzygTlKr/92pgTL1Gdwcx6nBJxppPkf1t9SnLi0gUKJj3X+3YSc/uDHj0ZVRGE4sqGDtyNjIJssngXHDYJUJ6ksa+05DGWiKyOz3yzgrbiSRGlKLd+kyy7B86yJXfK9y3mMhkHaQA4GXig45G8C8K1ORaWX/vHA2dzfdoB9GcK1qR90BXG2i9CWN5e5aeTyQSjahckIGoS3yKT1fikcBBmXnwbxtqYVFPrJL2dH2p0vzHkdhk7jAxKW6P7KcRKKxN8JYMSUrC9J45CrN9rVdaifGV1JdwPayRCBgMkMGZ68JmQNRWvdGGwyQglaFLsL/f5yKRyKs4P6bKsn2JfdSV4VT/gWlHHg2oK1jk8VJHWyMigyBdcxkhcJChE5firYLikUBRK8R44lj4H//oEW6QIVBqaDbwh2eAkJb5E1FDA3wfVCwSiV8UPktf3W7dNaGttQ64lJ6Y45ft4OwgLTjnFTduatvz9FJLmIQZlaYBxNvPrzU80f7m/c1nJmWNdOGQU3ODIDuULItJddzeB+Nmar6FXyAxCjHpxjz1kBsTBYNaF1nFThZjV4TJhHQoouJG04UTouum9LBsJemvaCEgaCp6wyfhwrn8suJopffKUhYZ4iA9uuH80dRlyFq2QU61eDvoLQU4PebvS23u5GjVJGpvbqP6jy6PSO63q/hg6Fktcd0o/F78MegzRSpCenSp/+Li0Be1ze+P4ahlr8DXp931WTQKZmntZSiHqSlKQDbajL3J9AtVKyesZ6xe2YchVkTtAsUijeQdUdiYArtWTW7XT9L1ZouR6Oz/tTWFlOCj1N0YgaLU9heK8BgWz2MLd3GIKbaYlYKSHr40G0gjV/alOdnuFYt+UaY+Du86UkCm01THwMTAmp49PrvZjB8SpgDBLhw4XEQbh1KzoxVT1C4Cq6GjxA5js5qoD4Q6xjY089hWzO+z+0p+5i2LoXjfznuiaN2OluepVo/pcbget9ZQFfpweTzv1dMauGmyCIkjlsnccrQO8s/xJdCBHe6jLCcANytuWF5shPmkHcSL2iiGdwe9Ffd7hdMPy1cHjhB5HfHfj33Kminds/SnkBsSHYZnTdAutAEXZwev3Z4lqi55t1ZTF4TxV/O03uiuigYLFSxAHUARO328dLLQFEEwH/2q9i8wHZ+u1IKL2K5fqacrRIZZzuGWbhcJKbIUylFgc38e3Oxnibi8j40GYnBhoQRbA3xahgM4m4tuAWFVndUpWTfE+2EOqowMu6dN1IfpyEU4Bv9Nf5PhPzXdN7oWEJ8cJsShgQelW2Q8gBIHwh5bFSvWoHQAP7uBAXqbk5bzWdfyogEac3mCh88Jw/FjIqDUZyoMj7y2hSDM7yQSTMXowKSE0HXTxffnB0a5OvrtrhURxnwRFS8av/hD6V+qpS4J1FNQ2vyXEP9jZljOXkM/etF2430h+y57M9InqUpl5y0sll+TA4F7bn8jiS+G5F4E7v7PHy3YeaZJKrIHwAkYklkOd/oOOuCqTGbpEJSxKRvdrLoD+6A72B8ADWkotpDKGyO0v3vX5M/TPcbTy4TSgbEPFbUnoARKTQ9/4vzYAAAAJZfwgEnWri6vBbtP7SQ2OIz+0Fw/FYP/mnBxIwucLjQVwCi1yhD88QKAtH13n6f6U2QlZIwKFBOs40iUPLxm7UiJstrLImhyItG6fgWAVi1PL0IQtOnzqsG9lPvBEvwKKLqISVfVZJ8WFat17JxWKew3H3iD/NAnY3LqjyZZLRLIoVytks+l2cgEfz11CjZx5eAly6b1kxBjgI3p7s7dDmoJI+JTH4y0lVNk+l9cHzsUTqYOGtE41ciwsdIpkN6ClVe1oDb8TvHQAKFg/pEz64VqqpCiaXa5ZeM1hHD1kT0GZeYgh1KIcXgU+hpocZeNP4FX1Ath7DoDp+5nP4zFvyqIKUJ6ecvSU8zT4OlNMEZzVpf/VMkKz3AFXpjsp/SYg0KkwP2JbV9DsHWwAD2TATjULbZQU8Z7PN3prZjOBSHLj9mE1572sxiRVZQK4Z5dg5Z/G310QNO/THzEPsy3k8eU+ncJdFJYOa8Vq5g7micjsIJp30RiZxWZ5dhepT8NruujLLMrUQm3xxlnIXUuP98axDRJ7bB5YKwDGgZWalyNHmVPyHme53OlPlarP4vFgS4JA1pcggRpajW7VN8wvVAJeLukBD0lxjlI0OhqCt2zcVw8o/hrB30TX+AN8IE6e6Ks1fsqf0uu2H4GeuDnjuq2w2A1lUigbLaKAIJ9bK5txPKSz/TmyBY3zTsdh4gRGI0Zv07QoxiE/yjNqEtJZ265kBhN46rzcQCcZiHwyKfdTn4Puy421VplRdMsFCoEh/c3x7BJt+JEJzT5XiQoPRCwr6aJGUiHBPA1SgeZ8wpwPl8Re7Dj62EWTXj8ulHsW/VEL+iJDW3tqxQxbu8D7kkOaG9bMBknLFAACwevZgwBAOtdSzywaQgca0AWcVATLZO0IeRCO3i8DcGMNLHzN7DKu/qOwI6DLuVmoxrYbuHtI9iOIMXECilJVsFc7cLgsLt0ZofTZgTwHsqhsBEoooSZaNxCeEMOVIgOtVNQWxdshABOr9pqfhIFvlh9/+fPIv8k+m0riShkivpzyvcGdxsP1Jc7mySGGXj3vNqFKpGhBDVlmwbVq9nD9pYeGst/CLX7WUy/qvq396rG8EBD0DjwURBAXO7wnTpiYRwea8672DEa3qykzkGFvPB6/3eEetqScff053PvgZuAFWJWjR5AZeB0KhPrUnIM3gAjPuukErrqVVffwhspHtSPIH2Bem62vNsu1z1wToO5f7v+7K3p8tqraV5QmgVqwMGAA4DH5nmfAQ/sBXC1IY0NjS8nPMym+0rPLMQw37ooBbmPpGpZB25GswW/6oVUvQAyQ+LzVVAARizfhA354wSBTcIapOIUh/8TDN6neO8LCD5CqIJCBK83dQOz4btaBnxDugALqqiU9kYCByj8EJZae2VMu+NkrAtQ3nnAMvxVDTn1Z54R7Dl0PV3cIJeO1NTXfdzpPLJn+DUImizkO0pVnKpgS1DOEBVAimmEV9RtQIvaxKN/YopUpx/HRj4skXTmqrC54rPs78pvjuoUqqc8+44TBUIHrY+6GMd3NnroyeHQJDOQAA3QSGQE70Glv48m9uzItIqY4s4TWEyXfTonNDDTI9PgBbcwX4nROeP1NeVtYpNmCEM74NQGZ18SuzM71t4auadMXRsY9ZKzs4MOZLa65PcC9pq2qRbq1bFt5ZIBj/r92I4SwxtCGDSlSCxXMthxF2Y3Hj7zEWKXZNq8qQm30idFu4075ukJNii4xIICETSgtMn0M7ykgRP+nSjtOkmhvvnHGyseDtpcWM6yLWyDjnaLIbcwKFcgJm1Q/I1XEp43gIrI/U6dyGN7aaWwzdl2LDBkPxSPGIJ3wxEIbF3531VNO/aJbyCU8+euCwKW0a//W2NdV7rW1+PRDOLTbvWo0M6ipKef9168mPbUzRw60yl7A+nLPKbH9/YY1d+wzHswRc8unlmAxiiffhfV2NvstAGzhML84BmB8qpIN+K7KJksLBg+eO+M/cPdBa1LZN6d0Q322miVoQE5ap6gAALugXjC2u6uoU9fJfaHZVPPUvpsgDDLhoOU/4PHfcACm+fjM+Uf6zdV3nuXXZdcrTBaPRJL+qLc3Ad2XshvA/yRjzF0kNCvA+sgvYFKkSkO8hDgvK7JX/KloKr11NuLCoPH2aGOFJw6o5OpIg0tl/p40Xu3ePuJJiicKipQ0SducaxoYqFADMXIQtBXJAAA67wmkOsRuDupYFtOXB99oqxp9EYAfkmJmIE/+U0qmJ8Z8D2KgRQeBGNck3ykZBSWhWs2hAn2PKNnJUJ5hplipptABX5MtGizR2pU4PO5AOSyuQoYPXEeN8igHEW+sPhmncAapWGsv+4ghoxYYkIcnsWrUNpgrNWm0hSbG1hf6logpFjj+RIBHOEwNaOX7LKzXQ50v2/tRhX5j7Ynt1mRY6bGAld5N1Es9D7ufsXiZq5tQSSiyIEBC+SazkbQ4OhnmKS4pLOkKX8XW8KUzrE8pqn0Mno9a30Ui5u6GV10FrV5LCdPhxYj4LNFUzk0Dsu4QGs/OMx6NrbD6K95pvJzKRfBDGvXjqmtMqUjA3UCT+lnGrk+lQq49yPchLUuUgr1ArJetpcGaslcOvueizifwPA6rplp0rjOIfqTOlNuv7QmVvraHbS+Yp9q/hsJaP759NrhGeMk/n6uUeg5GWXv+MBGW3xgGpS9CLQMsLdm03KvRIHhu0pCZyl7ckUk/lvc7t7t5ja2hQHmPzQByjJdwxiGmzl/IeMRcqBe45GjW4j9D5JRTyPb3peB/vEIBrsfQHLQbzObzEucptHJ2dXciTiaJIQ1t65LDxUIp3QIQdATKNfYUYHRqzR43XZQXh0tTksrzojNORlBskh1obG+YXQDulcoi2ggIHK05VemV3YGgKTdqAX4Jt0OgAshfYLXFNGJqfsLXShEkrkcIG4xOuBzledWFMO2SM7S2RnmHXFQ2FDsF4xFsMa0vCbRd2IwURY4mc0cz+/cgRo/ZOUTXzDeY3Ri99QrRdGNfYMHVstnZQMkjEmb6LvdYIKHeiAEzlEdHkJ6+nAwuyB0sfZdzbyGCiIwl/1xTe9azL0olgOgtaQKpIJ0oFMnDtaxjfJyV23SRwwfgw3w67Efz4jRmufcgBJzFN1oYbS38K/8szvbonD/FJx55xeWszC3O/LoXc1fC3BXNAH7ARGmicbQvEz4mRdbnpzJQtDEE7KuX+YAfjsL+TMwzIT2CXr64TsTpO8jMQtcyCD5iOPUMRXw61MU3aXrafBMTZuy3Ykh4CiKc+x63gYUWnWBWkwh54qHEs0FHB9Xz3zgIgl6mSCGAAFq4JDgd58PCyukAOydFqPYMqOWdvA9yfmkFbD/dz6hLAUTxJDMvmB2iay/2BojayblVTJNxz2fZCuNO5MS/b64EvRoVajno9PvegzVRkCzF4kzVvovWL6Y1OXfKZ7Fr2uQsg210NkwOJIe3WIL2XwZOTJfxTl8H5d2V9AZUXBVs+qYRqsuNA3cU8h7z67Ah/r7dIpOWqdtkXsTwlE6Cym7dwtS7B4WzvgmWCcxEfQKl+TJQllBaxEmXxBDlMdGQJDDGh9y+gZIsu1TS4wZWa2WLQcywoIqXqpDsJkroM3hRHofCs/bI8DeNKiIh6RfRWqrJe58F8mSkFmbFhcC+EzBMV0ihEzZQHcvVpgYG1b/tA/zjH+d0homJLjC0R0jsVe/SUQO32aHq2uWS03+wQUAs13r3YFN46AADML8kus+mXRPGTlgBRipkEDQG0NBey6FomVyRzFk10YQ+lEA2orneHpONkV1RZz1tUQOCSwVNhAcrj22AMuOBklKpw+JAs5DzcUbVSPQOZC1yk+n2lI+IwAYVISs1rb0Cyr1l/whCFWCyRipd+nxIvVZYxpyL+9T8O4CmYjVrf37zet81wMIX9cF73AoUpGp7UMMf8013m3V9QLAhrQ5rXICIoOggBM4TPNhyCJhmdMU15iUvuFR/IAKfyy78jYW1l+IlQdf+6SHB+zMfEuvH6KCezFynpUrq5PxdZR5mcxoA+ubkTAxiPVrZDqrAHZSJBDvc2enoeCtuplee8555xaeehhdo8s53fYCPtlgbu1zu/2N4UnLEWiQo6rWRUzTSKoy5wv+1nB138lkYXlj/FHOkO0A2GpFns+ybY9m5zWnWeoW/bUN7u+WC4MkkpTkuBtGJ5UQnLN2ECydVplpE+iLkyv/aJQawpu8hrRS4KF1+yzHMG7C4mruhgp6kDmX2WIuWYWK+9rXsUTbnGuVGhAGmnXTnOgqfo25DUSPuBvI03aUkxlv7IKYHRECxjxdoCdZiaUHoklklACOHGY/uiIxVwTRRl2G66Nx/UvzQClqgk96Jew5ASPypkJexRpNarpRiUUSVLCW5egYSr53WR2UrdjfCph7/Nq2vMmsqCMSpy60ebVeSrlVmeJcGwxUZ4lv9K8Razid1RNvfm1oA+qTztjBMF/Gj0puze7/HATm3AHL1xXeNuxfvvd4BqY/wMy++t8fvm+9yqmcHfGYeOKvl7MtAAGhGKm6eM5F8PmSMXbPHjEMblzOrjQQfeo74DLj268ynthp76JbO4LR0FL8UiIFAd7uBF+pRZ1UNiHWQOISfRH6wxIrw8j9xf+KeWLnCFfsceLvfvMjbyzFSyDATtQnD9wlnr4Csy55LAsmLPo4o34wOw7BQq4E05dNF+4O6GVJE21iI0IvJKrMb478cYD+B6qutFQKDW1h4cidYKlLFoh7j1mZpcWxe1hESHxg1RmSm9UX2bRRq3MHWvtjen3ulupeQBQRS+h6oj8mtpiWcMDVaD9CzVgCQUIhwZd3pUP1AOfqxcfMwidEiLu3Z6G/mLUCEiD4BdUmYUlJ+jzwwTDwE1OHGalmpDwLrpfHWyD85elX0ocX7nj+NDH9/VYsVu+/udShBkF8hQld58cU7nhefErKXhKx3KFc5QiVzvxQzrl9La9ZwbtFBbrsPVOVq7KAapmITgKQj5tNrV7O2Ev6BDpnbHTzRTFXHutoMFoPNIm+6RZXiRzTHBwABaOgAA6ZAAAAhoV+DFYHhjBdCf1CgjwOxvj/WySowhzMRxNHlmEcbMt2HUoec53snHpOLn5RAPrLK8x14bA1OJfCv5XMacvCqBxFL+RRlZ7Tv74D0/1n8yXqpupsLgLrpNvDkp0HPSvrQ085wj3PPpWLKSsZucjT/X3cbJxK+k3CpprjleTgeCGlGuE7n8E45Ace52kVqL9weUjVlpHazpQY+2mho2Lk+caL7sjyF0H4e95lztQdo1J3TDU0XJPtu03xlYitCgiB8BXpBQs33Y+QzNdhhaD5y3Yr2PIfcAmo1AROZs3ZfjCIkUpowT0x+UbgElI6NjAVtR/m1YjRKMT7T939zQURVRuFVJgooHrgp1yEQpcFqUYgxGtRmmIk3LXojC4De1xUX+B/o34/g8T58p0lMCjIhGOsniDJ5evxx7mSIwOMRBu+FZTHxS53D+i7crLFSeV8vUkeoADI9me7E7RhB6hPV9gA1e7X0TAAAQ6lC3cIkPCwBXI+OYHa0IWK2dg282a3ytiToJVwdAEAcCZ4lvEAiq7tcNLz+qmZYtaxKfilQsE0+LuGbLSfqR4LbYAABnh0A2Zp0kwAFQw/nMSdb+lPqIjiQz1ocj6qBR8iQY1elmbTPbyHBle3pJt8q7eXPUMknylVEfJVpb6fTO60blXQzlC7FqVCTTd98WK1lCqINROs491+QAs1Hh6H9Q9AylLEphl8ulnqrC+7B+kgdP9CFDz8kiEq9MhbnNygDXZtUCCmX4nOsaOu0El3W1FKJi6JZRHYO+fO5DzyyBa12BV9VcWClTIDcRlA4sgXkuGKtsp422WqMFfPTzIvp6iAeyjE1zpxX+6DTb2hb9gnMCb0vJBAPpUjkUyiJfeM1JY/N9UvcT3/Q6VCVX6cU8OgJv1hWMwQ5ThMVMSQNBWbXiLujD64bg2yNdc2iUxQcMSQN72IpjicDrCk1lZsH3Qo0wnC+4QLeAOEXo6hnOf/5Th/sMm0WnaRHEfySKpbQC4YGcSusEYAGO55Z5oah/SOSEiV3l+OeiGModt7OqJKnuTT30qRd77GKasoYuC3M/kGeHqNfj8mRednyIrBKr5TFeKZIys8n0BHohwud1c2aOugQ68k1nIKghoEXyuHo8DiTk8aFhcK5qWjkPTPV6U7TC/OMXSDT3yIkTrOW1inzVWJb8THuMSc2v5l3NofyYJ++BRnWW7SqqEUhTr3ce6NkntuRXbAnRag9zfVT3BjoZRY13MMthgOwuGUMH/PBqbhMIoLdkClPFhednS5B2z7ILUxzLBRToXyYUauwJPeIhQ92fzfYd+wJgp5VPHws4tHYascUUuOfbXdkPy6s9AAl6vrWyMkcuURTrclm+BFc3zQ9DuEFUClkwMcd7zmMUgw5LrnJEetjRlkoY3qMQAmiHoqIzCMPykCJMM1Y0QPojmTNxoynFwFacJYOWns5w/v5NEykJiAe5YAACpWHNjmc1DAGzgAA9y/b6wqfRLhPSWP6rH2tPye0x0osSGM77TDDEg/qifkqY4xxoxKIu0BYXmT7k5jm7B13W601mBGv55q3vPz4aI3XuJyhgn/O0x6xano9Q7IUeadCLhI+WcVj8Cd4L09ztZTsXgmwlVAT25UM/P372M7Xbexrpt2A5HzLJf12FhBWa0ckbyYc+M57IbvgOnoEcB+ZnFVprZzKEAAAsDQJr62hl1o3Ehl0QuaJEJnHPuxg7TAL1uVpBd9QAfaFBlSVnET8EI2hYmciuby4fO3z3Hnx3EX49TbaCzWf9nvqGFq4kK6h6wUMKaZTmCWml9GY38EVeFGgc90wBe7/6siSBgD5/RU9Vf+bz0ami0tG+xkyVMBHnMrv0A7gF4EOMBUcAAC9k1xHp40WRGbZloSePoBH79KS8FpL7xCC8N3Y6+IOYX8m8DCtC+Vg9Sx7htDH5+rErPMg2hiFnPGAhS/M+ILvupu515byZIhCtRivBX6gVWXNs8DCYNAC5Hm1L08xWnJGnFXlMmrQJ9BrSWyvdzZu4BSEhsPAIAlW+BYHlQ/ghGdFED9lU41Rbk5wVy93Il+DlGEVIbhWP48OEOFIY8ubmcZxooHMUNmbHAP4NohVRLC7WNAvdEjQOp4uAIdG1FOu/KLwNvwoAUZy/PaL24EBfXZuWoZEr7hecffI1YDCt2tmivnOtfo5p32lXzA/7KKuCIwAAXMXlR/dsXiBfenoX6i0+4AAAI7CKgAAAAABJ87gAOFWjSTFWbuy8CsOJt6P6lknf2psSp/pUIf60OxfGsnoAtxFyBxirc5QdnD7egiPl8mpVc69vQxBfw4DuuU1kW4DMbK3wXXi8/cGAQyRQ0YiWw46jmcRXG4401G7G2f5BAoh8rIJbTok3nh2V/BuWqRhHjX1SQZHH8JgPSt0AAEBl9agJT76yaXxaDATaOhU+m6at2lIjaR4MiIw8rSvUWV3zaqCQuq5xNRRcuzQjjS3/FEaovJ7PLkYbbiWWcEiaU8BcU3e/rio/5i83cqCAhDb0FvNNffqb+3UQsCe/bdxpz8IUECgBdehMXh7rwXdS46Z2VvA3MT0ap5ORpVk8vcps7hcJHmDvh9cnNKHKyyrGXf50tTkbYBzx228zZg2TCUzneunwVbj4rA4TrKxdFC4HkHm5yi64MIbjlFnvifgMNTkGpeZpE7dmrKrOoWRm9Md5o2zujjS7fBT/D3Y3xBx/SxregU3zMc9vATuHH8PCOckdIcag+I407V8JNYk9/Ao1zu3KU+sOw3I62BxGfxgWTabihUJDJWOuAtf6qzMoMdlksu6EQiqTuo8ccd3Q4P8zwImlloHqPuAfVjC3NXmgj70Z6JPR0cX6CKjMWn/LLkjgPw5UP6EQ5FS+ySwFqPnEiIpK3JccErUOCbMFsX+BSiQa/n+4oebsDw7K+grwMWAppsm9JGMo94UceH15agStt2Tk3dDoZJYUq2oglT+4euB9gcSwV8jxf4ajL7lXHyVfDLGdV98npiadIjigGfbaeWStNuD1e01ADbCPnvFREQ97Vkb4jW4mJlGJwYEOcZ/qsDJX7fPYK9jqsRHDQTHG/YqmW6pbwU8x5/O3bWnRYZjMiF7QBmjsB0XBK9qDdT4bxKYYkkaSIUDtkVgK3iCOoXj5dZVloOd7W/ZS02DWyWFKrohsa+Hs6FKWIVdlPp2YkeehNq/EeNpYn/oZdNXcTPGyUzQcwtZY52OIsQqtDkOWay5l5eV9AuSxIpryqLA+8U1bbd0UXYZQJJJ3a+0IBItsJfwUFD6WKSZcShsljHQbAAAaGTI3nhuTmsULb/gDhhk3YNW7moP4Cr9r6tSGsqbTMdKAAmLhxKhhnIGZymw8NVoHrg5CdT37oQJNWhyb9WimOjj6KdpwG8EYkLtyUgvjy7b+LmMIywYu97g+VRZqk5kEeYQi5MHgy7VlORkKfzM0CdjDvxDPFp4kZZ58aINZA4x1r1vHdSh0bZQ9KxVPAx+nRtisYHlYVj5Ly/qgSFwnAQurgq4J2+9G+KDoAprB1wkrTsV7JQOjhOdeIi9s0MQhBbOEOlV/K7rBSumyh2DzAQ94VXU7g0uVRFvXDmP9aJwQOQnrUsFBkYw08oUV8SokTVyqJ6VKiCu+mEnIK6odbK1SgL0giBP5OQorSYLeZBYykNbaSNyXSvF8hsOBaeUrT3ZwVjnQR8OYmUvgtjHz+wRRlUvq0ETACWTC1H0CzVfMfqNNz48lm7ydISSGeZg2+yrONYjvy9iEUC2bNs6Xhpx23ElEWgF6CbTzt5VeFHBNgupO/J167H5QF8CVuINSOwDbq7rCx4/NcWXOCjKfNwHGojvkkiiBgD2fmieZI3BL4cPqC0m//GITG8PeaPv+so99YGXNqQN+23WDEqVr7byxCnoSMktbHx0h5z6G6/409wbNZZXL3cBJ9yKYD1vorT7XK/oXu6QGHValMu00DZh7+zLLWXomHu3SbLp5V4QUas9tt3pmAGNwh5orKeMqCfv15PGCb41ZrU0tyNwg8xtWQFEHlcgQOaSZZSYkGLWurvf8mRdEdPRsloCPPxD/4baYYOl057rRK1cZC/Z1EoWRSdyB2apyYXcAAAB+MqK+ALAUm/pIZsAAAAAAKqqvjeAHff2+wlorxgRVW0scRbEPgF5gsNDixkVZta2bgbqR8DGxvoaa7hiOA8ImXGBt6eoQ8A79kzY4YPssEWj0bo5A7BMlwOoghPwhCTyh9EdF6Pa5wus2e7+JYD9cr5t615iQE5KgAAAAABgAAAHrQknaCyAsthH4ADaKeMPOMFRfZFd4uAEVgtOxx4SiUiwtt0Fg0EEywFY3LgIrH/ynr5RaFvCkYIPbhf3I2oIhneXkDAncW6hKi4shloMj4VZWQWIvpkCIwCeYZ1eTM8N3fnLFAEZZ4BVo8zNPpB8nSDzlST/eOgpJGrqFEx45/ZLWhew7iMEZVJIAIcJDysM/FHWyrog1cYadJ+HuHOhkdRR4XjdHgg9IlmLxJ1pxFMbvTkLHK6RfScmggo0RlpjPXSuvRgY/OZHpwLdwxPabC9cTNkaAcUAAAAAAK1+/avGOvfb9fBNJCc8wdeuSW7eMTJ4d5BBKbu3re0MBCW5AgXFsoVwkkcYG0t6H+rYvSSAFWql6iy6guTYIJ8QkdBGamcwrKnmCEYHndLTFgaUisMwOf4YRTOR313oIP71yTf1BlNM+UFuc9amui8xJ/JLCjCGTkGnG/kJz5fvm2zPu04kI+qprB+0mAlE0PwTmzh8WPC9YGNo15YMdjC5waZZHCIgiilQdgqW1wVLw/tOyS3X24L/sitATcG7w62KnSZjVQBLRoY47fuukA7TXkubY/fWc20ZBwj3KSKr0UmQ3/WYOjPrQN4g21G+CjoR/sYzBbW08/UTKMAI9BJ7dqhqL6xsZ1zgdGSdcgotU5wLOSnfauK8IxkA6neWnLkDGD1AkVyRYOt3dcTmztsJzgvv3vWYz70RCnbWUyE7eC8G7JpL6pAfGgnBVdJTqQm6gDn4lAAAkUkUE6AycCEc+8AJLKs6cWBv2ARNaRsYv99FmvCMltdypKNGehEkoOPXHQW6u/cllp+ec3yN+m0UwV81ngWWyhtTkRc8eSEyP+QflwYPoQ7fs36Ho6q/RKULMRiyGnpii7erwTyKXCjVLow3zzAlQ8TIQwlCXpLPxLamSYEWVq5qb81KAQCDA+L8dvvxb1uDXeje1OF+gXFyiGJF5iYJnNcGD7Ao58e8EZWtt1WMq9f5+SZw9Owk0ZO0nOeMTgupO6Yami5J9t2m+MqxgzohIP48QGKedN9Wjz9fuyTcjiijI3Su925rGo/R1t1RquO4054U7gBDl0dD7aEoQUO8diDcoPm2A7ZUuVvngAZxr3rF5snB5ajWHeus2yNe/fJs40Cg4pVRyzkI3e+1ZU7eY2TI+enyy4CVotuKFQjme9oWbsX+BXZk9dsHkFZc9uYm8OtFM8LCTsKluDGBMlBRIjUmSR3LQwkkc+Zxrx1eRyJuHtjgcJwoSz1+L91JW5y5tUcC1n8cg3tL0usy+rGyPusie1dqKAyJwo/vuoXeHpSEScvGCmBu8N0wWrTmxM4uEgZYRwDTIhdbmruOhhBwnKdDURYZ56B2SaGH24CEakevQ8BP0aehYzJvbzAxSP3HF0i8MgNgokoJz6hXact8+JvcDeP6I12Bm0Fr7v7WBX6LDUzTU6AMMdysFKWA06F4YeU0OBUCW1A5vAHSxh6nWl3BjGPbwiK+aEtK1w/aX9ypkmNa6n4Y3x+4pt2qO4sfMr/I54vFnNSDXOjZ9fj/48c/l2HjobAqAPm5g49UOmMMVZLk8i7l9efOZkAU92cndHDhkTw7y1CbGaeUZb2Droiu9ewo8W2aRXAwrMDXrp5th+AWotdStPOsYNkFfuBse3wRN1gmk+gFR0RlYO1uTPB9oHEdDvFB6GcQyZe3g2eIbtkJSlByKYWYmt0tQG+XBi8uTGXfBG1wfo1lrSoXnO69P/TbJnakdmYzpvYbapd+3NTxKHbgWEKFQD5FuehsSA+jIPizI+i2xLQBvpo5zsB/5SH+L3gFYbKd6YRLVneoKU9YfOrGBrq2uHLOFb0YQnIXPOWWWeeJK2B4LjCs7J5CvOcVEaLFc6dzaqgEuHV/XXJJ1/zR0TavoJ6pYNgApndH+xOs2ilaJW2RD/wIyEotcKcxonEpoDBHOgVL8mSio8QzPjkqoXbhRQRaue2brzzH90EPQqcOxVDWmEXI9WP1Dp9lBWnwU6E5Xou+F1YePwJ4B5oDezChBDwCBgCXt/zPLtwJZyGCBpXm4pNAhnu8i9kcIl8kQfqrPg4sTNueBbtTX5sBdc+HUu81qmu2Hf/HZ132it6rI7hPQT+DYoBa9m7gekudSsGig2wXM04+tL83ULH1VYHSgkg5aa4YCyKvuz4eFsB6gtO+HIHoMkENVzOtsv+6u/2KdvxjqhjdzC8FuRIeRHmv4y125Y/8pqrROlhRc0HYSPLZfO/nIjKtQUc/eo6/3w1RRS8H7awYkwRw8i7Xt4slVoaXQwpDRV/xuzwwkl1JnowxbTt7Lnu8zkwUIfM6BSTLl56/xialiMvI68E1yHy/JUdNg/UopjI8LJ/mdwcr1dJXpadz1oaGJ/GoFF6GWpuhJfK25/vhEZwU5pnMP90eSgoPYzVrCWhOxb9A8inL8NkDVEI6QWTgT7646Bzi3E/7TLA+9x9zQMVRwzo1q3mzjTLfHWMQkPLt+B4fs5tGMBvoBC7zQ1wcu09M16/gHfCr2wAABHmMbGbc5uwNYdDkQBLEguxkpw9b1hSF34j2T49ZVYqsnYKq7LsmZCKwf4MHP0PRlOLftbsnfCQwrXWJLBACkdA5c+zaCjzbai6jGPlJqEBkdl7VflbNE82SxeIKA9RSYtY3z8Rl0WXpg/HyZyppYAxUgbystat027jf1YJtRg/KBF/H47mSPhhk9DLs21VSpdTSwGHCGUachlAkU8hiDcbMqPowZUzEQnn63kEtI4UGjkI7hkDaMUn6R6Q12F96V67e0h8HafmsE1854QMj++m+8IpS39oMTlZTBAppTWdP8uQn5tRt8Kn9Zx/9nSnfK+NOAwaeCjL7guhbNO31YdiAgydmDhkAn8zFXcouT9nswQOrJCOp8BCjd7e/jVnoVPKEuXlE3JXfpDxdY3pyjuM2EibLy3V4xX7CgQJrCq9Ne6HSHgJPMNi1kazcdACRoSR7tTHTWFBhfjml8HMyWWXzHUxCOpahv7zrNjY7svBorKBdAFD09SsPUOp1hWuLlhW9lKVgC3/bZ0hkWUn3WQAFRSpjrJJl2kkSt6TI2rqcqvJUFf8oFpSQoSrjO+fEXM4YY4iQwz7vEniYyXV1ML+jdaInPE42meS8emZp188Q9Nj0LyNCAeSZWc8Ffu/MnL+hNoYCyWbL/lcFZ45kwp0gqui3ywIt0EObYR/8AHEPQFEu+M2U2/yymYtO+uTVaUC7BG6wDcgFnXehpDdS7kTRGmJuJueu4NFBDF5YmY5TlYh/Rg36MpMeaRShKgPNEXeV1qCemUU/t8+44OtaGNVw20mv7zQnZeVZ3jfyVyO6mhi1P8/wYu5QJ8grSNHw+r7go6kzrK/wUDX/oCUHf8lRpRrpjC+BMtltii2maBYbgraXs7XK7O/fJHFTErYeOEK/f0w0aZMdoqr2KUnXMBbMYCn3BS1MoTkQGQ/eI9sKsnODm+uFm0GpP9bwtF3Ds9Hy28MoTc9COOUIUrjpi9EgJEWWPHhpZpAytBZVQIej+LLtOZCSm6jQKdJeDdFHjRXkNqBIXve0o24eYpPJ9NJq89Mp+9bsiAC1psFL1Gbg32EmTYVwh4VObX9qC1Ko91qNvIIkZw0CjId6VzY/hSF4YLe4gAAHLYP8nA009AnVtVqWH07IN3j7m2DrDw8HfjtMO1Z/SyW+qWG6vykxNB2WW9qRrn7LznI50EPCrnYpg9vmcX1+nZTGKoC5vYQwx1sztxOUNgYP2s9D3T9ovysTDXxPNruVASEkmotU/xm6x+pDYOD/iLSvxemdKyfh9i48UQcaV9gZgQ861220pzXBZFQluPbmnhcb5d0RzcDaIYCIGUcB1aikD0tUWBWbZxS+2DsZwNioBvUkG09HU+fNFJeVP22p4a576k7EaRJqWZcKjLr+NJVStviHNtKxZD3V0iqpyDf2REpTrM4CbZXDcG/jZI/FTb1RdGSHmXqrnjfk0KsM2KUecsOEok/xzysHdOf4q0E7nFpZtt76IN5g2LIGwqGZMKLkxxhlNahSCCOOSh1ED42VGCfWBX7iGgd0IZt+rfuEvIBpkA+pj34aAucLRpS7SUku4ykTbq8R9ULet2YaqoJLk2M4wIuBgmaFbCIdIBZ3U+H6ZjsJCFZmqtMRI2FoSQ0/SwJzdAf5KospxfvLEkroF1Vh4/f+7dSBBRVWGMJf/zF7aMvEp3y31z/7N61ky6WEXmjTh7w+gOVGCBUXImAAaVNt/vxO8FKDGRVCZ7Cxm1VlxQbMTr5ZtZ4RQO6fKuIPEITbqyaEYp4zOoodzjHqIswEzyAN4cMuRcsuUaW32EyWQotTxGQ0WjEqYN6F/gXE+5+ccDHESdY/XePFGqhFK3bnN896a00ETeBbhkZKzlo+nSJ3EwAVRDJL7s1LDb1kRXGr+ChoC+R8QnNXD69tzSeirpbJ6+dgdbG7Bs5C62DIQH6eR/EQWm06mmxToCdeOisRDZFIpndJh6xkqQiM2PCXoyLcINiIj4jKqhfWENOG8DKpCXlQocD6pKSy+Cf0wm1+SSbexgFap4D1Tf+IIkoeDbGC9PW+UADmMx82SAFUIuuQJGbMGgoTq9ajkzBkdjq8RtZHGPha5s4xJhKk2dusRETO5t6GsgjDhetzGSiHDIzrCg5uzam5mN7aLmdHZGaK7o32NWv0wHW2ELAD9wgMvwWnGuyNINW3dK0LjonLdsccoFv1+1VDSRUADPSZgDsQ8ewToAAAAINJFApOfwKXtoIcEVnwK6A0Vlbe79tUvbL0A0SLndBzw+gVAFJsdzt7v8YHyA2uZJKtpOuGyViBhBxcxq+Xgigk5/RARIcQUfn51nDOo/vuZqP+jcyKQJN/vs+lr/LbtAq5YlsdAvS+Cl6OtmQeAAym6XQs75CDqOuaPiEi82biC9MVLuIGgXNLx/RFOMwAPSbWQsTLBTorR4raFqeqBgah5+2puk8Xx4WZfGhkmiUzV9GJabh0K/QRnAGuEVvubwsUngKKaVKH4I5dx2buApEzJKRIPiJpNNVwKCACvlCQrT8ZQVvut+PjKwWjQseTpBfXNkxugVGrFZ/MQ6AtK5IhS08vyOcGQBlo1D4sMXi14U3VJGGXn6jjeAw4UMv63EWw3IFhHZaX/5+EtYYz+YtEjLM68G1E31T2fL2TCY4I/c6w6panrryLAeLd/Y73UH+iZoBQwujeYiV56M1aJcLwPxol/LlIqDUrfFPR0HFpDAOGAe3O46zR0WXEw0eL/A3zD0YqCrTZ/eyaeJ9a0WYqV/4SeTh18h+S+RQ0JskHPEPII3e1whtDtZwc3UE8heA70cdjBPaw+ycmBUjCGlAW8Wkfn+AUqxqhbrbW5V77VnjrHC4flXFFSe4SA+D8noGvC1TpF4gO775EFjPu/6zOOvrv31KvQ2lrD3Acniw3SCaWkRLi5GjucNIAAABRQDZNtd7QtqoODaI2gtVPZEh3u/7BLM7Z3LcbR7VMpkbQj4zvHfEnYRTcU0Glbi0AOGcI0ygubVzs7AmFYQ5ii5sgEI+Mdo+zRUUdokRxKJLwnmbdMuLHqCX8UEc+hVq6oroyrEm6gBHvnEwAk90plNJp4W1+Oos0Qp7jA551m1X34XaOdez3ZI9/UNXpNoLXWMKL8InQvQFdVxRW9wY/olTHqilPUeAi0YAFL8VxqONRDKBVBkZi4jGqaSUXdDxhWkeA4QVBtxbIdVL2Jw+yHLIKB5KQTbop21sZDMUgZUJ0U2ea3Ig4/kuCwIVDFtmQP2cnVCDtBbjuDdJgh4f/5/EyXXbYDDGNWP8KtdmNGE88MbyxHRKih0dXWbPw7M0uqrX2nbfdfS/PyXA51htAARVOqQzY7Obcls1UcJbMr7oePhIv/rADGtFnzzCT1abPpt6Jt2wKbwwjMnEEWzl/k6hfKYS6xPbBgqJLfJUUOQrU3XgjmlqxOdovv29wE6v0xyuSdIMv/rLiNvbRlP58gSjYebeHwrgAUpYI56vZt7GFq4b3+0zc0LRTSvwPf19+wP5buZdszpP26+co9m0wlVZ67P3hL051IoLqOOo3P3L8lab6Orn3pUapeBZWgXImRM6VD54EJfkmlBcROTYDietz3MpW0B8W5lo2r5vddGUaBnzns90P42/fK13bbgTfZcbOY/g3JryhqEsehF5IGMyuKHrJs6OrT68toJtf4AAL7tFBHVzSyBqlwdLIiuqMNRiuv71CxSsvrTecT4urwCFLjqXJxeUfde/I2YHTU0sGrJgGM1w77Ofh7yWSzAVZuprh3JXXboLJIXcFfARhGOQFMmIJYsEAtQl5b7/jG4U9XTFc1fQQBaAlfl8+Kd0o1z3f2863Hjj5LnkXBTTrRiYuKw3R881G/OdoGjjssAAAAFqtjMPI6AVk2ubWLizkiKYpJffc+R22lBe6EFkhTB4vj+d9/akgHy7YHU/T1p00+j9OhmA1jEFEgeFKdn0SSXm3li9A3qjAo62Y9RN3KvPX9zu/VPbbJhuVYEf95k0s8X3f9tDmhmHYNsnQQs+bVmqNXSDyITpfDQpz+TWNOYohSnj/xOcKxUg56JXuHea4Pu1yZKMkWBB0sSanXvVxRUFZoUAlXh2y09XbdIX0gY0YhKRwZwU4tTpZvyN0KBJxt1bgCI/n40m0xBJj877rD+K8W0S/EBLYACrR0VkumyuZQKiMmHeZKjWK49XNsITAGcXO/ebrPKTv2MMflJmNpVHz0fVD97FXbUVpejrfMCmqIr28rM49qgXW38K+VyZvfsp2Nmnm7iKz4yZXT6GXbReXGsLge52qF6V0aUma/b5315l+xRZo5ACZgg4dYObiJKzLIH3BU0+znQx1LudBN9AhVbMbot97E5M6lwtHcY+0hPhCq9O50UyhrE55edUR6FZZJbsubP2jXorQkSoQdKAdtpxfRd7VYzyc4fxQqWnHIo8GNlFRi8qk1UxCt1+zO9q+XOi4CmZF+9qc+Qn8jCSsf+nIEqBtVu+SL8cYk07443p7xwjQ5nSzfD51lG9cV/r4rqKdrETxJ8tYIKwl/Tqa8bTtP56LkwSgz0vVOOWifz+GR2wRZwjBfhKl7BQmxXSUmVm50pCkGL9EzlN/LvmlXPm066zSz21aVNAN4T6DWHNZcDa3+0noGccz23EHruBvd++L1UAvR7t3taSjh1ddwqXHXxwC0ctcVoYGwzf6G15U4Cnuei278qVmqEdIpyTgyEOtsiJwD7qw5ZBEIjCI9pZleqQPXVb6XLLafssnffou9Z5Hip/GSkk8OEyCS8fot3jysVzwf8PZaw5kyN54bhFIChbf8AcMMm8IQI6mlPODAV0skDaNW3AfWN+DdcaijVvuzONT5zwWoHbbEjUDYIEYzq2pcx0bWx2I6EVZlolF0AMKkqHgWpALVT6rS74UpwBnm4hSQLa19i5oXz5L7DZwlRcWQy0GR8KsrILEX0yBEYBPJdxBl0tbwT0wHzG78pY8QTo38oS3a7WKRB4Q0zcC2kl9MDo45ysjIJn8iTnNmA8Opx0JMGb6ZEkL1vJu5vzFi00R3bySs9vwViL8LgoP5ZdfSGcQ3RfOJ1IP94WYCtNArUIviNIvpOTQQUaIy0xnrpsRIho/ulKGjUiQDjBie02Aq3rh6rVlnwj+gwD71ycSlP/LS4oZdS5GI2c2EO7Ll0SWAWnQH/TWxFjfedPPF/7UzIx302iWVpXFkG+0yK3zXT8bS+uXH8EFaDQyt8NWmQM3U9e+L9xk0U2Yx5woeer5F2qeOZyf/HLpEJK8GRM7n6Mw3sUO3M21VghlBapWlJnZa3PG38ZOTwyX7IfN+XBAuwItYoshYkzQkDcNYonu+bxUn/AIat88VUwdS57tXadd8PBrKUojnedIakSJg3e8aACbxb8H+n2c5oxln9jdfr/W+JZH30KNrCwmOEowyu5xPEEdnCz9ICA102lU1FUeAnLA0fkIcXGdHxRjYmv+qM6wPZlKH3FrP3MeH43tDyA6vjvKCXRDSVKcJXA6AAMsdx1CNvZPwsuDIgDKpVaiLQvzRrjvt4EXm7XG4rbUw/n9H14FheFTGD8RzCAprWCybsVvDdmlKWxYnG3SQQj9Gh231ZV49AJlUvuWH7w4r6g+mphDjzz/KAHyDfJOSdhpsZupUQnD8tEZ6cYPhQ3P4nzrUUTfQXR0Sv+Vn+Ad1xIC/8ZGEGAspIVtluYoU7yG4GsFXOL39Gh2kcsqs1Ec2vd5hQwy9Ev6tvpuDg02rqCB4GDtEOCrDX9ARqzERD6X61QABskta+CtCsHUbhTvWr9tq21SnyLiTfR1IpwLPakJTNb38DwPDRN/ZpQxMTxjt0kFzumMcRv4tvK1FIIfIGQVc/Qf6ZzSQ4ntUqvH3FAi1JREtcUH7duBtILzAtCR8esjYsXn9dmcnc7uT3ffiZegJfQEckZWeeuvUs3mT+a43RuV4ZmruRpZqx79Wsp9Zj3RSVXf3Iax1mOoQpcr0UnA971Hffko6zicsRnm9yxVF+/x86Z9/O2kzLV+TsqIt1DFcVO6lYYcXmqtyxKdJChrHtFYsVysLgYr+NBl6q/8Idn2j1HBafSXSydVjF87mw2jHYs8FEH7diF8DdwOzy2mQti+MyHiq0sqVKyFqwWqpCBEp632Q4guDDBrIzsvIBcoTXswNM7UvTsHkyUHRCo0NAmxZn0JmXj45aZXzO51RBpC3L2r03s4AGc6nF/yM36c7zfYmf5aMOBkBXFl1cWZ9IwnkER7UWt00o3KMZm09FKIhecEE6n9z2nbk1jCQQkiBnejIdVn3GH2dKLbW5yOrMWMfSrTN0TYJcgBbwjA0pbOgyTzomMenrehAlpKXQazoO3ku+KR2OEN1FnJwzliehjEihJqJNpAUZLoBc6wafBdZy+2Jkq9fst/rRHhKjfpk2++cB5hpLYNjyVZhcfEU5uaOHvE7uRW/VhlV3W5KXCbLd11HiVmFnjKytvXRVSri7M5HTmqPTy68nt9OExsdZQ0MbXfdvb4ZzfyRWKMAQG7/6HLxVeEuSbuD0ksuFINZnznGLC3OiPW8eEnxtxqaN4iUGdy/YIls4R8dZjLrydYeEoZQ0K1WTc1nFu3Kg9bTpPverX9DlpJh2mnBYo2qTmWTto8LIjL3rPunf1tuy7xKoMrhGqhA9dt2xvLM9IgSNZhFHdMeytNmOijGoJCe23/8FW/Pw8UJEN0TX9Hb0VlaBM8YnjKC+BkuNvFJg+Y+vlKf0c3/Xla5abGSzadbH/6sTGxfDnlOTecPInuBhO2U8e2lf28hlzmu6tJJkM8D0MfKMtYpbMYzAbODHUSIjSJqYXvWKM4NhD/qadWjBDsAq5J8JxaD3TjrudV0fZtNh0ocAl6bAEsLF3ltw17/es8PxTG63Rrul8tIKVA05xkFQ8OSxE9oqte3nsGlViYoAAAT/pELXcN9NYfWwbTXltQE+mnp5pYz50nnhQ9GT3o9U21teD8roTBNoV/M1euDUOEyjew11pe7PQlmjL0kcVteD7APF9NCsjrUB/5ltd1aoYn6HIbGu85Jy+b/w5oTDuLHCIfZEEBKTFS8VxVNKgajPs34b2xBOgThg/l/TmAtvmy7w3QPoi4uq57AZ3m6mtTxURcsrQpJLU47gvklOMWAkrMI2AAHb64Guwj3nCMLXPUXajavtbXpCgjFbK4yGkjES1KdAXbuRUrlB9QZV0nX27BLWwh9PBy7+f1nzDKK0UDCrhA+MjrgbfRKiZHwARrfLGbPXfWNFcSH8ZPsP9HCIE1HKuTA+qcNclfeFVvljMV3j7FHZLxUo4VZfo1XJuVuQo1CZzQf21m5AjbrRg+XKys27XH9p8HKgLdNttaAD1tB67FL4COQZN/gbKtA/gwoxwAndrQS+J/bT/0rDBRrzPVakwilq+FPC4Iht+12QgLl71sJUdhDLaJqjqxpjNUMvwT+HAWxwCWeLON7gEGmeKBneGrw8T6oD3KAvKB3EkdjgnLLNr67dpu2qsWEHxeLviOc1gPUFfzCNsyea8V71ZwTwuUFpRbc+UJw9xB2MaWCck8SoS5jB1a4j8CARUO/Fy4cJL1Q7PaY9mGCA7KD2Zg0c7mYSWcJ01vXm7/tJatPCnaFONj1gWg8Y7Bv4YIRDMoOmj2VEir29haKf0s6RB0yZU8Gf/84yGGJMdlJ56FCcaXG6HdN8F2lN0dAKyfqbplsVRjmKfQHMeTac+jvhz9yFyjfSiwlgVgG7uBI2gEE+hrRLoWmjiZ5nSKqpP7GAFK9un7vr7YUq9c00Dv8FMlqbVD1w6gEzYB9pr1kjuYRfdDT83IvGnvWYkXNsY4jvpS0c/lRkiKOALBMhY9mXOSvisL8zQp01YkDEntblq4/SdZl4IXJV+MaRarEyCAZPmFdsZCYiGPCYMps7eKojT+qnw9TvTh8KxtWpXRgQ2EydE7LQWCWlwBbBmnaBa3w+mk/a6mX7LSKZci8DYclHXpkQhzLL/VgMzQaYf72UYs40yhK9mtMBVWysw6/Yd3Fc6hYlbX7Is5MFgmm1hNgiBBvYcYOAZ9loG7WUfjcl7DU13J2+Ev0k8U9iK8NQ6QwyYCe/jMGVYEOiM7xuLXtvVqr5WWx1BuGiAU/Y54ao4X/xGrYQLCcJjqyi/FbkTkx3H6eT8/koKGxgB9BUNohAZoX/yo8nf2ZdwbxkRIcRi32njjRXWafGPANxulHBDzShzDwdp6Vkwr8pMZTg4P2IVuWzjKkNdbuJDtR1+8xBTdSpCvEeDZ5+w1IFebs15cDqn6Dkkn7lOaOc4LPE+JXQWaRjc6zxbbeVct2jj+RSSKqCQ3v6Mb8dH78Gnulvm5LRyDhYscBVdovFTN1nL2BFmGLL9zLD0LetlrCNW2kwzHe/i0aLvyhC/dccm1ANzv8YvKE6f5HoWdKhQChvDCGPJ0IC929D00IVvIbunKlISeR9NWctDMdT/KvyJ5xijLjFQP7eci695YsmJh+swNjVdB0428x/ZXoCyNsDehRRa9/1ROHtPT5wWyJKIxN1alqXylOysL/8r8bDRVz0D7OA5dSLnemiPVktRoWwH0Yr3OdOSiIyXqBAhajbP5/WiW9rQfiUxVxFoSzyaN6AjlFlq5neGcNylPhekUITNQppGkIxPnxH6W0AhmH6wLE0PVgDu5c5/zOAndQmVe6bs92igiEbraaXwHsp0uOwVu2EIiTi46DbVF7jCE5C65ptou/LAu+7LuIerboAeSBnz1TFskYDwDqrpPJYQEWO1ZidCjU9nyFpR2tz/9H9FzgUAMbmgCv4KOI/RGtVX9mNYAco13gKsIl6W9Thk5gZiZGCnHyvDZ+kdzBJPVrqD7ZPKv9AePQV3wW+dcx6d22auYXErnlfpcTZuHMyDoX+dpjKcYT85OdRgLTHabk7MzOtz9vhFlmVVHq+ktPA0rNhJfNqr+kUCtErmDSHGKI2CFEC/1ffXqv95+AsZZeY7dhdkukLg64ovZqSe4+xxuzHbS5EB0NX4NNPE9iuFMHd1eVQvAreTTwWQmg6HN8xCjzNtEG2dUWNKdO/oE793imOPnAwzSgi2y19awGl38PNjtOq0uQgRVsID490A95C9HPDM534T57urLxHk91ASRoGa22MV6k+qtNpDsWVHUyBz9CCZr5kSm9CtuXCSqZzuGoFYvmlq4SPngqw0QBE30kdOOj27KWPYtonHYaEsTREPY3dduNmBSsvF7CdzclIFJBRuFCQeCX0Hj92uDQLfOe/ytYhynPZMLEvq+kEEYm0AmQchvnxH+vVitHPSMOQ0hgofk5klRImrqZX8ljjizTB7Xb7fIBSMbUCeI0F4Aa2vkF347OtdQDHQDP5Zqbp2fOPXYBost+RGcm6gsK8etfR6uTG//0bWIUT8zPTzM+J3R2X66KHlak6Bqug5nouaGVPghdfVEeNRmd73rW4DSREqdy0jjONQpaq8LAGSHt/tdGTWHKacxGj5fBMHzWVOoJbE56n8jkyTY2TaFRoLnXWYB2aR+fFU8ZKvYGCvA/mHtS5RBKZGLGeS9OqsgbOYVeLAySy91Clk2dLApnGadrPICr+AxBjChx3PkKa5G9e7RwZR92RUITwAIBqTxmHq7+W1N4IA/Be/CpeKwq7wgVYWErHTx72IviDqc9YQqHXUaf+z2qrwSrY/IaMSMmLM16EelJ3bT5LotTERyCDKpoV0vy5m9ARWZENhTG3A/G1+AsKOPPG6hP2gVoJhqLL7r6BcBsXWWQaYrxBiF31BDKHAV8D3SEJL/Lu9EPzlieoHYLMRxTz3Q2yzimMScYSqnAvkA8Mi1XKZZXKNW86AVf9bfS4HJ6PHNd4AIBbUrqAlxechRfPSPkup+H07+dH12K22YsmO6aYFEGj26RGA+YsUNU0yJ+Fe1AVKp6nhZzv6e74wZBOZ3PtazPPrSge4qRmJUhIQ1ehsZLSQHCLtHX673tGJs2qDAjnO/bLlYsaJJvH9EbaCgGaQN+pPZvm++O34dGHOz75GqmAiCZYW4Q0D1nonClkx2vggxqRKr6xjxqxfM0+KH51kBbOfeTZ38s1pbleejgz61E0CyNfkNeuLVRcq8yd8Kilt/bYq+HiLwIV0vQJaM6Og7O/BlbiHThf8kveWLp8xbUbKRkBaRvj5DTjFSG1f+yUPYyRusepFnGyiLK299yzDVZXPOKW/tJyKRkEeTg5gOIlm2EX0SxNRmq0Oe9umpLa6Hu03Rp9yTHzgDvZYQ5v8HPfPh14fzvmidcqJEQdyYZ87B5Ms/wrK/0U59b0BFWhWIVLoWpA/FnMLbSP25U50Ua+DssFzmst1XfyRviBtpJR72Fagu6SoLopE/EmIvYIHUE11fffVhvU6IBtcEHP3aaq5HoKVv8RV0FJFtbhT2MDOwkdl5Nek4INSZWrlPz4gRRltPyEmYIkrCUkrtYZ2gvFN1WBflH5BcAwZeZrLAkYvjXoo29FbWi8mxo/Beq+vpvN2oVZmLLw4k2x4lbc6wfIO14ZOhQMy13VVPTg4/cr7xTxwsMqnKnqkc6ub6ohLD7MD0zkCOprlBy6V7Kgf/9Goc0UaQe37XX8Ey65aVZvYC01pcEZ7y8jHuiswPJQ6OYESdThKNasAwCjvvrHxpmX/mpcbi52IujAXtNxLBgB+MurW8lhVDT0McAPsb0W+vczZE2MlVlJ0jBXI5QLUSDc6AvyK2p2k3z190iivyjgYPuUkbMv6zYrpFdsZEK1c4tv8XOK7gjgDG0aacm2ANPw1AuW1gCpmK573G47HCSzhdsZVbBhld43hITogJoE8M+lOADbmdbDFQSfy2xdLZuGkTtWLWVEPMhffqtrqIzlgE6GvgmpQNRxuZlt7JW5nT3LFl/uhJgGyVHq7nMzFnY5spm21Xt3feNA0J9fhjWkzyge5MACFukzrC5U/5UUHyeNnUDgm/XEVtDo2MpHVKas/tq9+wtIVUWjScX3maPqYGel5SsN6zXiB/XAUSEwKTVvqbZY8eFa/U1/nT2xQTphZelBItTSG3X+WqEI6kplg8DU6R1iZaV9scOOACe051+dBidLzzRHpwljcUXh6uNkc5aNIWJmvRyM/YHCOLrmeBct3EMPUAnwWgCx0xWz9vlkHHC4ZqlSGYsAZzXcIftoRxA5jL4VmUoO/vaIjlHvSGp06iw8DLq0V64PU8xkjCBU2OFYp0ZB/PwQkrJwLGoK+irbxelqSEhSEo8Oyaac88Sxua2E/cDCCZ6zNQxmyMtfk7PszaPMXRuV9k6ZE+L9Prk0uxKPn0OohjjmvDOi6BOumch2Soe1lj9/iFgW6ceetXj5Wr+t7J+Gk+zCB6TqPbwq1M53jxYAIt/7ng+I1N/9XJR1iZFf6KYRBnQG/lkqCP+TgA0ubtkKtddMSbaltt4hPS/bUHes2y/FQJYDfRA0e2NXjJ+xceoGOl/qeOIHy0Ys577BACBtU6mh1OFGoygD4Eg9+B2uivNQQl7AJSm6TpsBrmJYfJ9tz95ySDXSWol47hzjsgF5Tp1dTBONMfqcEERc1TSjwDWldsWVLC/umEbvdtg5R/gevrqTSGo3EkpwHHPIZBhHs0+dPukhrII9kDVxLa62WICBAGPrNXvWRLtU/Ix4Te+Ahfg1+cxbr18HUo0uK9IgPSCKmQ5sPyO9cCDThf9BUI+Mlr9hjauwuHbb1VPs/WousrB5IEp52+I+grT0iw0QD9XWunpGUwPcrqc6uk0C4wPtNkVZUJl+xs+X9cZynQTRJw7H/hDk287n5Vp1tm8qk9WpF+Jkbe9nx1tAbdw41pWrzteFpYDxozhJqCbOkvWwUz6NghqAhKouPOLsGH1C3Waa3SFl/J1pe/ODVSN8PNgDeplJxWzv6z8FIhDu+GXacAFiE1fBscgOynn7V5Z2LASwqlelO51Yumz+xpNZLT8D1njHYtOfk7QByWoXDYTiLI+xddOyDjqgB1JMmtsCuEW8m98ZyKdhXCWfT0FRwVnZf2HHDuofzsH9hwVTIQGTYx5o7HeJh/vGk/hCffx0U0fwo1Zll6CE4GG1g0LNFc5jjkanbK5ZQsldYfP9XlnjpcNPMjQP7zvUDVYU3hEhOiT5JM8u+j4P9SpFI7QZomeCU7gzd3MejfxbTiUWsiesNnUyc5i0TOgknVDw5RSkN7NG6eGNOlX2X0Ca2KU75UfEc/5ZFXbM/q3IvGbMYpJcw+MKDvPfwsALv7UsaB58LtcXztKuwKPUv5O/0XTpHKJ9/TYNlkZwtaEe7DU3v9HAW48sGXrVTxJU+YgIqVwnt3Gd5QJvmM5W0MCUDDXe07AeK2Z49CXKSVuHoAAc7Vtn6uL96CtrxJ55pmKvobGD2OiFwaU3qUBlPF1JCYwOFgI2Vu/291bz0jqrzUmS5iBLANuknyycKKo2ThD3J0jMcLFbY7oDRnc+eUFmj94PaMAVhLaT2mvcOYZB9gDxZbPqrz3PkwF0sLCY+Kdx/YqPzOUHb4oYuJgdk2UszXAFDVy12pQjz0EVc9bue/Kt6eHHFkre/EPYIhcPzAsUdZWJndE6kewTJpWvV9uugNGd6jgV9CG3L6V+t4tIcZqgdHHcMQJ+ZZPQAk7WHfFsL4qid0rHbbUdHDrd9iHYgct8ESi9yKkSaYCsl+rCTxTtLK4HZRHZZZ/Jmn1uF1QUxae7fCkmWTRlBjDZHTTE8tz4SWgzFUJ1BtUF7lwQx7m3Zvztn8bpnfHRVHgW8GlmTx8MdcrcXzicvm2lmzwD3+HYta8XifoQbZL1nIqujT+EA/6/DUYc94QqUdgUPqNArwX+4B/P7mZnVlm7bs7261SbbfcDeLllIrNbVn2WsFg01WFpuzWiTiYJ+2Aew2vUPxSj54zjnwGS88oVG2BLsGU7j+xBYAx7b42g/a8730om7nWNL7ID6NnYA7TGvX15V6xSNW6c2/LIKcMi/WZPbdz35Wgu3pbhbDHPKIVpMvv/oI3L9ni7KOYRcEv9J0wjAihLkfZXng3yL6P7RM9h6tPUZ+0fmt931hYWblXKdOPbmZvlD3QIWBg9U7EqHKuG61tH/3qCJKyIhp8hi+hLzBI7lVScC8c2yo6O/Meu0W9UV6p7ovC38h+SlWMgBnKbw8OGaoluAguNCELdU3tQSRSM5fKJzYo6IHQ5VfrHqIEttrEujBm9H2AP4dKI5SGohmyfLCQGjRsodpuU2zCpcfyCwkEBI5PEzitctuL76XrbWwrr/G3lZBJxOWKo9nmY7G/fBfil+xddKCnY0O0Bqb2fzdmuK6OMPSPn/MqWUjxWg1luUYMJfp3+si7iUwRQaYAYGP8d5773VoKGLAOSeyrUbmZYKwdLJIFL+TM8a57/tTun80nhKeCc7WLkYaXAoGGXodbrIscbbws/qEo9f5wFE3SLL74PZI5YnPlP/dPAtjalxz4JeJHtdgQAL7lbGZ8H/v8wdY20lErZV6B38k8rtzgUg+FKBPP4r/pPpGuYcijOPpKGwn4pkoqXck3k8euQD9hJn7ty6eUxfklSa6Fk6kOaAeBdOvPLXIag0VPVme7w3ptoyJNMMXraCzl4FpL4XZG82xONeWZZEmnpZIwuy3Uf6vCvya9jDxtYQJcS+YO4WQsoe4HFY/JrDWwQ1W6oJEjIjQRAy6hlBnYi6VJV731J/ZNoehZ9DnvWTLAr3mQXcCGU5tqN8FHQi9G3xP6Tcp0cE0V3dJDephGC/2c/bw4tocuJApKTgAE4eNKqtvmFXVtzhK+GgbLNN2K0ZQRBr0wBl4Goeftp1CJ16IRBq+IrfpPoITrZmojI67LHNEphGO8OPwwMxPGbtYGYFbEEoxexomBbV3cdFFBeFzwohmw+21dzYiXRsVHL8KO4sNMGVKjW3FlLahZxOJWMHqdLE/9OPnnTqElEvZ8DugRow83rSY/BqLWINw3sEXR7hMPmjloVoEgIIKfnmRnn9toFlULaangxBxQUGiLj1LwgAD2UKT5iMM6ouT2SzXidedJ+v6lOFJSntY8WpW1RvXvzg1+AW72OkgPWmTdwi2NfumXxt8viCc7UHbncvu3Wb3LclX65jgne5D/sTYayE5RKngQI3SVAwdKaowp58TnjEtPI5o0330xXQqNjC+1qTi+elbvhLaRVd8K8fAm/SxSZzhZ+O+JszsRwYKu0lnzniAOZCv2klhkE5VXhdwLfN+6Au0C4y4283LLll58J/ICv1FL4N4BESrmpM5cjvHmSMSiNNq5B5z4WNAKsrha90wTVXVGLEYoLtk5kYqD2SRdmDrw8CduViyopiLsbGa3cmqf78oMrtB1whOcDqM9lYGuADHsLGkJ19CBOa189+lAowKb3ACl3BhiLG6MqzGUGKsJ8qMqGLXpvoFazNu4IhAGHXT1Kp86C3chlO0VKTR6kh4P9m0m4S/pEbkWxBcpcOUWJTD+2AIgCWX7y/0DyVFLOGDiahDyFfCIdJViMhqgNks/GQrfuEwmnB1siVYawD8bECEmHIm06ACWK5uZHuDtysTYhfZWgr+STmRSLenx7oThAj7vdaVe70wSjHJCaoD6DC3EJyAVK2hUFo6WosaLZDhh7GgeYxu8B+x4JZPqNa8Loa+dz7+ze90bkkFZwjX1GuPRqhvLbVN5ysQZGShjnp6a89/mbxewrpbvPOSsO+oIvxlIXJoDTNveZBGwApScyX9Ykner+92MopzTnwxDWcS4CwMhaZvb/A6g4+l/IFCt471LKia9Z8KfrAAj2okKBzCb+ieBT5VtreDluBNamAXDPI6sa5oFIlTgtxtSUKc5jK/0IOO4IkshHx3SjpP3zng3Z8sk7pn+1vpbgrq395h5NgU6WzV7DAO1jAK6toXB5YJ/BgLv3kFRQGok0PfggGGkxKP0BrQbjRUIeAAafYyfjtdZ2fW3DlPQS88QSH6TnC9yVqF+MwqLokoSEVBXfxxXY9ymH57iWz2E667BLaeuf0T1iNa6yUftow+rcrfkxw2lu5Qz+SRlJ7VcVjwkTx2GPQMrlHkY1yvJ/ZwxUL+zhGVJaXKQr4KWaNMeAEeWdnOx0cShM/+7XYwGVPePhUndFMHCZ+hhjGkEYZOn0b1MavgMvyIJaOaEqgnKMBFetwFjhJKrAEr5lbdQVpfPSwTIrI94fUQrS/iJn1pZ43zKFqRzUyE3O5crrEkB0Ji5mIBuh5227c5KL+JRCpaKeuPMmSfziFHNjHFXE292J1qKFhm8GluAYWNlO3J861b07QFlsi+Ot5jxdlejnznMiSo6YNgJjLjHqB9EhVMZKeodGcNgNlz+jm+Tl3Y7XRWfEGRWsEt1XAiYSBSXaT8d2C92jXgMOyEjqOUSXDn7cY3ZwHP4Ntt3lSctK5coU8RY9uQV8RSAdnaMMBitkOqSA3aTUZlVfcJspkyd7vTlFHRCn142r6G1Qt3f3oCyLWyAmWMEf1Af7LYm2br9jJ7ixRIlqm3X8KkPsyQVeVAegNFsk4YtoXKTqxkSAptu9uIKRJDr36f5QK3pLq1+rVQyOZJGHP2rinuD0JPykVqQolC7RgeWOCxIkov0Pb+BRijfP26cN4VgNTzuFYKtdeJN7Nf1+Pm/CXsHR5yxCnRUyeMpVRHdvN8fNnFFYjBtao3UZfzri/FEqFclytP87tb+di9v2+KKulIimlkaBjFsEX8TN8XjHkLKOOjgJf6Jf9AojjG4h75wNBlhKDIGKYPm+pMUB0ZFGTTokXf4GDousxnnJL57ov5glclNzy/H9vZ3R4O8kEXVhYwjDyVatdmn7Y7w6S2C/0yuXAPuhQnp9IE6CoGLLj4tO/OW83jYRwa8J6ivWgWtHEmB6Lfwn1oF6wQ3XyYTtBEe3fd4998XKJ0NFhkUmnglARxy5y3EZzzeD3bb6M6dMJ4J8qec+coaTntGwc2Pn63cONwRJ9fBCiC5IDno5h9wcvz8nbnF/10P+AJ8buvwa2Q56s82IkYpNZ3f3R4/QokkNvfVblNOHCMX/gLcylv8d4IAxeY+3BgUeSmUAB21/WVpTJqHCV9jfmOO44RC1MbgtI4pkzAJjIHEGMclcNVpCBoP66opnBUn3rmGsFUxpD5MpwS+kBh9wdF8ihYDVXysIPwLn17A9hLXz6zjM0ORZOL33IZXAmET65llaLy8JctEG1NjBHoI36kwVOrnd2IMkFPtHu0snX46XfklgjaUQn3u4JjVU16RSTl9ze2OUEeVfdi6Bfd0wRDZDHaJ14AA+l878xQ2M5YUoA9Sx0BV5XjG0uEwzP8EpSx0WLqrzWWVEBXBGAAyO6DCIZk6skGtIG1dB+dIESFkU78daR6Y7wsXLHCLDOPsozOE47Jp88npckdcRxtSTIDOlPq2NMVX7Tzwa5YTj6fivVe+0FSaYm5/q2XZY42AlhdMNuSj+JlQJ/3JCYbRXmxOOpunxGVamV5qLeoa5W+JQ1tw5UoGZKKLv0jUS5+gKHnFVBSVzcaMq2sdJt0UYPSWWI0ocItiMUx4PZHIDRucWF2aIIavftnfZL3a03FX75g2CRBueOsJ+J5/kmGuy5iP5LEPJBLDxYDiMkgShemB1Ay1GUHURJIebMGVPdFLEQR2GfSbo62thPZ8YZocSses8AuBaDQaGt3e79g/qIBUksCYiin6ZDq5332EJetGQb3vT9MLuxYey17xGzEtU2NL+HsSjy/u7y+Yil+iDpcLthY+xwBOZK1TM355d2qz7YWUv8m571N//jOaHq/ii/mSW7wzqbN9vlDOZvy71sMgurrmdixxM8nwGJ5H1dkBTSev87VNCatFQ3II6to58H81UXc0A8u9p8yKlfLWv+WFzyHcmsBDkDMVCNo2Urxh63s7WuzFDVWet14DJoEWdp4jEjUWIvwMAoFXiF5a4HcLFDEGmbWzNnFBw5E1/Y0ODnEUuTlATbaD7DHsZWSdUMOx9RwDcn/g3JIale0HtZ1zEqiT1Q+QNqQRC/KCV44iDYP7kaQdAdP8P9wxiIZnFATltiBwBWstgASeBKpJUSadGbX9JPsFdZBDToBztyioj2dpo/i1qh49zu6lXnGiIZasWDvQwM2MZcoJepoUn9hGjBh2TShbrxRvUBUY5KwT6Bea4o8ADhbx471iIeVfDDMaLOOaqJ2E+qigdb9rQLIfHYNo1gQkSU2EgYu2ygcT/6K+r2b0UGZtVI/oLlVecneX2Q1lydG6doGnX4W0MSJfF9nlJ3aHmMGJ/wljCCw/67mfQnCj0P5gVVuvepNPBlvJQh1nrAG5P6c1Ga/DE21gaEbRpS5E4vVFIJVb7mCaIDa7RyNOZcd39Pz/JtCT8k1hoBMnZ3L03LRNmqKAr7yyd9JTVYqzO/iqdye2SCpeAKBsUcglrdsjL1rrnEpYl2qpBftlSBrdfcmkWTgXFsrOWmbJF7/Qjvo6WS+nAHBD7KCnpXEBNjOAM7BzPWXIFss50EctM+XJV+bxcF7VzPgrB5pYIWbHUMIXAyYdgldzwu43JQTxEqErOq6QxWL5cdlH9luCN67TJtuWi7RlWaAgvy+MO5qpuhIQULpbG+xLano/Hz6mlclL0NidmLMDEzpcf9kjvKIL1QHANq4QN0IpCBqbXI4eBg6epUPsnZ1IJYun3CoDNsL2lshtTU66NXNuRZE+0590tLT9MSftL543FUggf/thPZzSF4s3l+/1uT971i0l5cS59UqHOEkKnxcNCjgk+PSPOcFUTjZAJ6q/ea87U9a2Y0vYTAXBV+7byIom+z+HyfQgbe30LpzzuWsyGj2vAKR45FFiQKgEY8E9GkWCSLDXx8O7U+GBO9cwEb1JLoOccTwDnSne2w/fcL/B7yfZyHNV01ZPow/YAEbdmaTR6kCG57kt8e5Vq/1pQJL1zyymuasxDby9P774LE4hdAZZE3RGEwsmaJ0am/iPnPxNpyekRDXFFbJxwGSg3loDao9jB/Br8PaSLRPQcfIlB7WpT5/xFQM5zJoT3YKC0lOtctUQyrhcLSRvDwO8F0EocWMAEk5e3QkcYxtx/weZo9fcb5PFxZV8YIauLLAPowyY32cUEjBk1H5LtONQnNqrfmliQK7DFN8Gt1NRKg52/qFyMk/CHof0znT1U+B4O7uU26eSSjPboHyQSbblc8VmnWMN0n8g0fgwPWJMev2vZvZu0uetsfMCB8UjUUg+fLq3lRBpexZzj+FizmEidGSC2Aftarnu7aCyNTnenZZQ1bJRDMu/vy5Q2hS3A91WO277SCOjYiBrsVac5jDrn9KMik2szaha7oKpIzGR/mQLiA4nYs3ZPngElHOphBWqOKH020DrTd5KWMxUOumXpwAefNSGjmXfO1gZfvwhVzzxw5vZyKwnptMlVcocXcMWboxiRjviABdlP7FtbBlqdzm7QVFLcZKfYgEucWUjSqVHijpqYCUCjuOOkZsl2kj82/SUdD5oSUQ8OCrJPbCdEMBtelbJuD0DLlhbVpgOG3KAoDFhjnhpP9xBZxXqmoX8VXiaV/PpIXK3RyM9xM0eJcLYW252DuCNVQnQvTUmTvAe6mvEiHvgkTgCQ1RiMgTgSEq8kR59wpp4LTZFWdKzwYz3yRVj7R76+LW47zdILBrnp5b4HhVckehtGN2DcVAc5tN2JlNLf3+l7k+21RiDQO+No0OownnYD+qxl8/HU556f8bPJC6A1kvGyvQmYxhBvBP3ARfwmMg83ebhftTh6BjU+j1FCqJsESwwp2Yp+cBprtgYBksjnq92WrmqvFksTVg43iRgLKobksr/sB3QzLZGevD2We4zD1Ny4QGt1kcNwsdFQydakug0dfterMhjVkzanu/PpGL1a31qPER/EoSUrSVvx9Z2NgQAtPT1mw7HOjENoxNUvKiBjSHOqHGZu0kKa6D4lMdJzVxh2RrlULLc0nvnh3BzjiaVpxAGKJBAo+rh6ZSGcvFAp6zPoxZjkd/GIx+4kZeC1BGfLl4D8YIDyjgUmCHi1kCTCt6Sbw5+aIPtW9Lh7/LpSR3s7Of123QdFLlelfp1c7IRRGG0VtIQUIOYDbHPJ/GqZUntewblslhf4lGk7IrjXmpqjoABYxpWumaBlpGsqMnmKOmTgcQmTa/eFKAcDX4MFE8HSw0XHXIgDTvqeGgOcAA28OqxsC6T0gEImJ6UYkbHIi1edQsB2CV2uHbbiMC8+Zm1A+qi2mrHGvlSJezepnFKsEjyFowS8l1FPClr/uMqdt5VUQUzxSTiJ82pi0/gY6Lmhmba+AbhihMW3vood/zkcesWH4/dffQXd7CQwX/PcAcuxYY0jwdfuzg6xQEij/2yGFzugx0/kQXRi3WIrmc/FnPxIxlb8k+QtSzWhSAzcQl1fpGMwayWUA+qlLLRbPli18ZamGAraC8RvQl+/52D/W/BUBJfWIPlJlXxtAPyaRA9vKc05BNjpSlEUqhUNnfigW9iL8Zxb6e/j4zyqsW5z70lOT10LAh5yrk5gcSRrhFW0ntMw9Q9DxsuPfQSJACMjVdKBDmceryH6DY0epIszsDNvJMQdtTKIoQ+mQwvae8/5Zrrs8xHUoTmaADrkVmuAJcgqwUo61P4D+LPPqyTbvMfZhk9cWMUH5ph1Lw9vZdyIgLqMwHNamIwvf4OQdL15xV9CwLr0uZNpVVHnGomP2tkxxLHvBUGtioG0mZVvBNbivHRfjJc3PP7f7fLUTa7EFVj3hICik/2PoGg3AjJlQabGlOExG+3QsEfmI85XfIUHdE6VVZbaJ5IsM0tsvN7dH3sjjPO2yrRfj46AAULRJ/bEv9fhDrFKskgBixHfpXXFRIsITS8GbhdkwdWM/lD2ykpRXtUSVPbY1FYaQYy6VVFC//s2gMHlcGGXz7B8c+1BEWAeZY0rOVocd5xZnVNuYD0P5wsJ0yU62XDAT1Db1torlqmWfksrp7rgnlI0s8NRZRB9eQ3OpAup25tKvjJpVlt7xyVBR2VqCjMh5SdWaK/tHrJTKAALx0G5VAySXokQFcI7cWBKEAiaKSW8Npw/ZtFCFH+H/rsu2Zi1EfcsjDHrxDqVKSOHLL38sapWOCUPoxZb+qSXeSLtpPF5IdeDhMF0ceVuCK1dl3oYvhjn5AhAG6h1q9C72GfLMOtcUZi6nneE7qeb+OHXnCtZJkmkBWMU04Z0PLxDkrAquMOvkwXbH2eI2keFgSe+FO2ETqI4zkgDUhAOOJzQUIFN5SmPRMZxk6G79CunDU7aaH5jUAG7d/VF/BQpPqgLMcSh0tmHLnnZX/Xly8oLVLXeBCcWylFCXeuSv+W+dBolXxHabhJjzoHINYgV5vMuGl3oLsuwr6yQRhEm6g1U95e56lP/ZsTM0qZ/v3J4ZDM8Fqp+x500lLhMEPzmpYrhgHnJLCe8x1f3W7eDGk/tqMz2G2l4G5xBn88RG9H2oM3JNJGJfuSwE62Dmku0tLDFHpuu1cqcUQNaKn7FLHgqmUcrdd+ic3ut6IFgCbhedUzluNzpy+we8rIOu/qW7LuplSPm3ZUpEz1CXRKr1iqU+aSjE3x/1ua8bjFUzthk2gdJBrW+BL5WSFkGVAICjBQ3iXm00OSh/ukFxwH4d2d98v+8pmo9mWCOI+j0WUncWbodT7dTj1y1ox6samIhEvUiNFIV209Vi+ydsbrOay6EMs/Y4qnrAofCswgMaZpVWp5/02zj470Bl4ejInzJBPQq9e2npKDod3cqOP8ul7AAOSAhM+3dijpfz6OBcBP1Gicq/FB7W7UNn3QglHGpX59crg+NZZrX2V5ntSeItMtfsuLRCqijq6LpCKfZJJ/Y5ulGLj8DmViZ/5qIUUDI3zev0eRYyVXCJXiYf7FzerId/dVQODVieY4VJ6+gpBNQONF1Om7iJHiv3FvBc6eXLNT93foW/MGoyR9DGSgmw014nQXPlgT0AIizwEbUK7Zou2vCELoZxMxmo2Ms0Br1Db8uNQv9l1p2O3MjOtHm2Ip6MwGbrQ+AIBUxv7SCo46e3+SZAf4OU1A0Ul4aiD7ESGvkL/2By1xG6WSZow6bOkuQfQLIYDM6pIARbCi1iLFOjG0bmxfv6sUtcObpPxjd77Njv5a5YpwH0JNAnEodIVnKmdyHUHwo/yJHLXBewNXisoIoCSM6obMhvnNp/XHJHj6CSj152gJEnAACPOMNFeRJqxo3T8yRtjrcs09GwLToANOnyAT7uSiROG5PwKlaXHTdwL0rWje5oFNQMWy8o/XrApzfBKe5GtbYc5MZ8sOqwryXP61lgP5hLbMe0pkGzbWtmhP66d/N/XWLjNv4DWGxOW49+b38PU12ceX6a9ckFkEMQEjtIySOOrLFNPPS/Qbh9omn+g2CNJbE4M3jU+kNnSkd972GUdcNEFxET1MJ5F9UbdhMGkgODmRXX/Ej5xzIgPtJnldeRopLE4//dkRQy4Dyc8rs6Ibplm06b+twZZslyKiDhwy1Rjp6iHecUy6nV1amSLuJkc/TE6ElSuEQMD7ypJyY0nRRIpZDxI11IsG+UShI1bzBSCQf/XVLDlM/hDNsaRV32bB4phzXGjJv6RKaHrhJaPKzUPvFh3FQOxVHQLiJl2BAknG8olOtwMjrpnaMMb3MgIghWAIdIgz54XoHTAJfZWXstY0/jheZq4gqhSD/HKkUU8u0uST0hpLdWIUU2CzHK+GQXXl+mR4kLcsTYaTrIokaoCEhzKSC7jz2PlmEXLOUg6lTvqk9L9APsJDykBaat25metaD9Enr7Cn7Lo4SFFZZq3JvWIw4q/wuBplY61bTZel6VvIQXTxlDEdft5mT9Jzmh4kVmVVwHFdCiDrouatuoLg92Y1qSi/LC1nOETHgzQpCL8Y59oNpb59+92m2keQmJMTBRkTXRrBG8Bwemm1tzzG1gBxFfEeKtcNuKrZr+6+3yvAg0Q+n726outwR9vJKabybhtzEcmacWZI9L2tmpacI2QixfimWaRCwpGyiX5e+iYRhSzmxUbMPlGpCOb/UAXfu6pcoJBwN2AWxRR7upyqEwUHkiW4Nm17IQyuMO7r5yawIwudeZ4MVXYOBboMdTiDSLVOv1rknfDGLeiv7Dvo7l8Wv6Bb/K+5Tu5maTbrGi67ggnJX2+hus/84WPVCoQizBx6NDF1imuZ6qGO7k7qAYlnjyNn3K2vBpQXAr+6KT3GjysM9pV29t6jHeNcY5Ghmtw+k0Sg+sdR90AbeAxpsuUU8/w9f9k9xRSVykj5HEmoT5YA77jsCxeIE4NPsIIkQqIKJJsKRjRoO6YHT/7Pow800UmylAJM48JUCxw1mS78SXHta7C1ARL25TPfni1v538Fktk0FRC0sAABr6txZ9CtduN1tNjZMJTVxyythzUnZMZN3c1fsOXgVmBtQknIJGtJaeTI/SsSyzRqsIawtNSy8HomXjR1MGd8grkNJ/LyRF1k6wR8rbc/AudYWX4ZbUXIwf6Bns3rJo2wR0ll5yQoHOkAgoAAS8fPouBPAY1M5S42b5zB1nfI8YBjRnLAchmx+htrBQ0hK7XYns/ssZgaWpT+KME06CbUxDIiPIfbBzXinkI0devM2nfM8onGGX6oh30Yh2AACMVCQ6UZxSeYfqR2oSJzHCzbRQ+KqW6coueUNz8Uo9pNqYX1n/04SE08MCAYOUIle3grWDgH9+pP/JWRwY2su53gcH0P7zetqAO/Sn+y44tNHa1tDTPtZcDIpKSCdHrRphYsiC0Al3VyuxI6e8zke0G8EKmCri+9R6OU5oAdpRpwfesvjEYRe7l4I1vJAai1BTUi7vzNvP8UnOsCxFG6A7E5zb2URS5lHNF31SOuFPxMyroxOQ0bhvJzykkO5acB3y0lxMpix0ZItTIDYSaeYnb8bWob1UlnSo3H2elH7VdAC2MMIu4cVTgvw81d0FNGEYlEh9eA7tEKoqNUUK5nos/7SMayq2hYzPPzS2tCTr5TeHQ6IH66qErJ6XhtF+9gAAA9Qd8yrtYPp6xdZQ4XfcK1vvKDDERPgXXK79IlEJcgHcW/Tnmw3BSSzq5WTHmic6NES5AhuooFvc+9kbPjeL0JCegYWoF6d8nb1AiWY6bFnMHUpPIIp4pinbc5bO/9+Zfl2kr/M0Wl697+a2SCONruDkwQiu8lRCMeVGkYrejF+BXUJMBbVkKVG4I37eaVNlAdN+Ckr54NV9BQVODNsjfVmooAmgYdKt88OKsWAN2/H5KgkRj0wlurU7874F8NB2EBxqqEsbjG+kLBL/zp0zBQpCeAN33QPF5LmEV3XSduVgVa1bR5zWUPhHEa6vQcdWwaphfpP+91EAtlM62qiI8wZEsk+0FZoyrGILCSqBOcalj8SMnPB5ENVOCyuiebjdMUMXVKNPfHhHOHOBcsI5v0aAaWzzqzVbYd0UuDE5WbOU2Rr3Q8nqXMOjI4oQLONk8XuHBO5x4jxLOPkm4W8truWOMbdBcmLxxx0aBudBXpqnQNUfud60GUv8i0NeH+dkI1eElhk2OFdRA3TxaZzTr8lorTbSfJODyWjDe0kcONvAZV0WzcIbgp0ha/oFJ5RFGKI1kSsnSWgfWzdeRPrPLwaXvzlrgxoFQMKaoouo1COkfrJAFXo/HNDiHySlrfp+6yLMwfPxzPgwERDbd58y59s2O9tnRCIztbnUAknzDIOsgywEae/TFEu0IJPFuLhLdOxaMoYw0PBd1E6a1To2hNUjwy/hS1/ss2sCzcdMf4eJkgZoMMBGIHFaLpn4gJreKKssSj1TuwP/xx1EA0BJn3pnl22VteEBBk6eji+Pt8DTQKwfv0fvaPXdXGTjXDeTuAcwfIgCt/785XO8kXlDfB17o6krT7R/sHv+xVi+XDqadO0WgMh/mQ1o3eK69fT7t3wlQmn18taWjwO8RqRhPOvlui/tAKcdi5PApERshhLL/mTuczsMpdDzfJBQbalkgKRGq3xHauajCLME1PquYeZlWFgWHk40L7M24gtDyJifeJOQgANlXbB14zKr94/feyVfXemmZ3cDNhJ0Cq4q7zqToJVweR9iZe1jVIH1Ugmei3M3C4LFppmwj/IeatMjhvA7XA+qpDeFMOgRKKKlRmuUy9t85+d7rmMHdSgYkq4nzPQBaF2B+uqhK08PtQiSxFL23zT7w7HgUEEoaJgPVz8tnUbBy3JUHtmA2vs60w4qcOhRJpR8bLQdaVoWD7117KvjFoQphomOULBrYu2G9bpeNyDMvbretfb7m5slKVDDJNWPKgj+EETBLY+qSn4ROznt05nV84jTG0EIAHsgMI6/KuiRpfYLu1O2fEwqpKAqv7LEqKhZr/P5EPaYALeIl4/mgTDO55TO7mwM73nZl7NFtq0SATnt7shslD/X6lL0DzEFFVYkFW8Z5isI9np2e2rt5J46wpLxb2annRcF/otTjAbU9QKGlHhrGV9aPz2BApGQ6PwU7HsDjF+6NtPxMT4UQxv9wwDcBpnabOXeA/h/Z8j66MItKhwuHMQ0j+jVd6ELGY4Um0WJP8YWhuCxfqFBeXDivToClg4UfJsuPmILcDr28B0+xA5I377mYK38F4xOFOXJisvi1DO+Ne1VxmdYd6RRi47l5krhpTp5RMZyh08Sy0GpSNoBuS1zmEY3ofrTJ54vFnNSBdFWTMscAvKd1HjnqxuG5zfB5nfpNrHl3dLOq4c4pB5xzNyWcGD6S3fz+VetBUrbaYaQmhYU0wWLp2O/4mkEtonCwqbCMMlEAgr51HiSqwB7EXlfUvduvT6wv+vySp0UacQTq0OS5hD51UWtMXsEWQfG9jnXMk0U0QCW2yq96SxDHFqi48WWYLS/owhYEivvq3xnGc/yB3S1Mu1q5GpNc88qKXmr5TT4x5f7nI8Ay1788TUZ7n17zCcPUnGORqhZQt8ZXjUAVBuOLCE4BSJqrmVopxZPW9B3y9yzi4ouGHNTBTZ6tNg+Uf0KGCGa5YsDSRVqcrUTfJ7RDoSuwZLedTfrnn4dC8/UTKMAI9GIcOKLUj0pFAIaVck99VLo9Rx/dxpHZwD5dOfGYam+8TJ0grxYKFEkdRnLu1RzG5PCV87BH417Dnbm4tFSO/uDhEByNE9R5rKkqLU3K5y4E/qjre9dwaf6RK740oL7KoO018ycRDamKgDvpqS2nUSnxa7XlyAG3XaE3aIPYJh2JMwjM7ZotWQ6ROMx/0ZchSsPNMM/uGLt+iMNK0FzNjnru56D22Kgc7n4EvuwjAqhThlWgZo62t5BfwIcHQOvQ9LPplcRd+nbBYJe7qvdujnPSs+CXUYNvRJvQBV6bHE1C16bANzB0mtGCmUNURLtZIZLoDSWP6r1ou53Nj9OTbIionWLh9U0IlWkHA079FkhuP8hz80Al99L0CJVz5pIzuSrWyCZL7BYXkWxTCi8EBoxmHYp7VaM+gqjRcrED+2fTL3MC0rRf9e1b9SUexnCApS6Q1RJDS6GwcSupmq5YxIzBA1/3fuC8Jm/PtkYOVZCszcdncjc0JbDnU4OEOoxSc1bqvgYADAZNqjyzbhzKFDtufWmXSX5t327ncIt1AA27/YZ426R5hfAl8z0ww8Q3kRJZymlAOdcoDrxkW4BViTYB5VG4P7gVHXBb2kwyca7RJFffgvX7w0/RNoSobwQXMiOyVagmxpyePzkZW/4Zv4tXO9MbtrKGw5e16zCALYueQbP1sirEGw+80SaUdQ9P4HGFnCSW7hxxgHosBy+CnS8ImiK01fQjB7LvHoIabigSdGikiFwmiRjOYRtdVcBXUViI98oRLMZBCDS4HnUYdpSu5T0VfiQti8blsHPxv3tzCXy2ACNudTHbwf4NUV0cSeKAOB++JmUuk4foKx4h5ud3l+FW1KeCxht5Do3OTGGNeO/PaDsfcIp7iW/jStoRJMtzlD/gs/lwmO7PFzzMhG9wHiSM2/oNXChWj4hI2nLp4Tv1ElVLZEARHhMFup4Dg4cVS8kNAS9ShK57pHmBde3GWQLnHHcdQBjyi2SgR5l9QnAkfiDmJ9OGUFjx9Rnlrr5htugQ55WB7HD58r6JxGLKdS0WPT8KONkGKh8KmK5jofc1+vAPy5HTxnOepe7aoABEmo/FZ3astu4Bn3gomLWDuoXN5dKigsBl8pb62pioDN55R5M8W6ZvWhrrQ8wXI61OOuyU6I84LEw/7BCRjZudhVQH1ydTQsbLRpfGefi4g+k6TBlXAjCQi6PuH8tD5PZSy6Y0GOcl5SOiY2jdlszy49dK2GYTKpcenTD7EX36OSjRE7Y0Kc32dfAG3wJYLdqWnK9PwlnRtyAjbazTYzzcJ/wY6T/u/R041uHUJf8Ldiv+GPHsL8KauympE3b4++MNs1n/1jyQUr4YmY/mZUqc90ONqhWIjE0GkKS1+R7ECymrnQnbHGsDdpF3EB5Lmp3ewNsa45SU0zTEcF5Ueo7v6D0pALLNpZapKZ1ye/1ZlQd7lxQs04Hrc9JD0bzbYSJggtbGcb3gQ3yMKAaqN6j7gyuUPVMPMItU/vI65Iz74Nm+KcTXA+6juo+wHtuFPJDxkWmvgY+wpWg2zlVQMc0YBOxVqmoqo41SatyF+jt5UHvyNl+8qDgHpXLDc1LWjhEFUbklA2E58kniVzXtrJv4tdU6HmglV2cAh0aTDyWjYlTPseSdo29Dw5IC9hsSA+slFBQXgwCH9ZxOZDluV+CKYBKmK9iGk1lJYRjJDbMacGUsNOkXxopVitBduTYc6NXcBaUgDPmMwLNIvwzByKHs5jDOV9HbSqQrG8lM3YapNzVul25ZjIekk/FQ2DnVuHEC7cOK/VsLJpWXIZH/Z1dkCSZfO+qqPp6NQwWalTVnp49ivHOdbMZr4PFykq/EsmlSBmZZChBzC9zUd8OsJKxfQSvyKlNmMIw8/QoZ3EJT2PwHoOvQmq+WkzKab5MWyXxDh36LXEkMtU5xeDxslYxbUZw8UnN1t5Cf2RBT1mco90ScVKU7yUrxzT85/x6FeIiIc3qdQGidltC4gUgxol0m1ijdCe1VoJbjLv3h7CD6hoAO3/Re65JPD0n27eGQR369M5qV+BUnL+ZutSaSqrOefIju8YkYmnii1xqcUq1zjGVDuJp4CjefntCrpzm6Ag0N07f/vysoOomvqsD5e5kXIu5RVn7CJDTBWJHddNE7d6k7DkOZepBcnzlg70apNqyGADe1xAo4EJ4Toq6PcuVidnXhYItVIPcoaAbsXTnpuCboAFHKYaCStQATPPqeRXYdj0O2hqU5VAPw0iiYma3U4qfC5JRTSDjfOj3q8XfwYglqx7qTfvzGVHWtAOMZeBaGD8KQYX2ewFBUAYejM/LVbfIpgVsie7eZFxEjTpXGZfo9KOxjDt9U/l2KHesNHUH4/d0ZwR7C8ZrwNEt0rJTs5YUzBsR9IgyOCnb85YDlrMnV3zad24AJTcJTx4ZXgHwHoRzYR2QDTJDY74maAsBv6wS0sGYxHGqEGau5lYX5D0Nfb12vAz9zuOZtpxg/uyKCSfgmjbxCfG/IdjNEOCmK4XMGAnGVvd9nmsq8r/7KqbKdRzax0lUtNq5mJdQK287hBlqjjuOdfokWgi4xhUWhFJPCWiqW/K1Zu84ecKVE/Gr+O3NAeXo4t290RUkJkxt6teCQAUheNX9dcwtwx8DK//lgTbPaOtFeXl/tzb2TXiQD78XYMwJkNQv04xgAnUFzuK1V64Nm7ma4B7Yr6ZpJ7GX7xZ2tte19rqbVkQKSPEq89BYEjXyuGOpfhn7CIsZCapY1NM7OS7mXU+aZjAahVOexzfboJfX+cP8yXjQrZ/2i3XQGjPcRC/oZNf4rewCaIbtzGXU+bNPJLRqksO88EGTw5usreT59p02CCN3CHjS3Ap/8bHxQz3ekQqYMiSbvnjwMjoEZkJxHeAWhcWfgNphuKUeGoQb5XwOny9h+3CoQg3bru0XmySFyhDuCyH24JwiDTmSzkT83up5klit7Aeh9j35Jc0IATwVZJn4dDFyBcKIIjitR4/tMFQ6Aat5zwZ0tPrEjaDBn7Ri2fc+44AmGOnn4kZ/tRAdcGDTZWVptXf1hZfinpNyrCOOnQzN9z/E8zIAt/F01LuNQmFkdW1EiGazCEr86phmi/MTAdOps/UvOrTPQs8cnaHuPlwXdzOMUaXwKFadSSdkAONhWmA2fxALsisSAr7BkPbDnnP66fGejWBLRTnxSuCvTNCb4Rhc5AlgVoZbQC4C2A3aWXlbO4ZMK58P5yBMCkSxcug5JtYItKBuTWy07I2cfIiOI3ddwaMU+68O/dXi5vmZc9Mhd9poGoZ3bpbar2Fg9LCDs+lVf6QDCDQwWf5KrGrfSF4gkrJR13ny2P5JRmWjQGAGW2ifVy9C3CYrDbIMOcxmLnvOLb4AAaCW2jiqfQQ/IZdIiuDpRwWacDIjzaSoTVBl3uiBOybXdSrLOH52lGoZVhKlZ59pkB45w2z/1pfbECPbyKVxzRUZQ0JIkow9ku2Pco8bCqIhzijVH2nSS6f3euPyyrRDiSVxQZpB4RhGOVuQQHK13CYJhBnkARMJGPASHzlMDBVPgij1DLtkB5yBAuLDoM2JG0ygX8JclR1ouW+C7brv0iTdSFxlXueT0gO4AhZsgD9tFdL5T/GHvMBdFag4RlZl6P3WOKbGsOc9Sz8ph+IfvYp2h4g1lw93Yko5HEVRMYaHMVW+Q2sV4qu37VvxxdIlXZqkcBNux2Ig8h4MoPAi3/mRonnhAcQqx36FJOZicgjnUuiEYJwnS/RWUzQ7umosCzTSpjb0oPrLciTp4ngnWeU8M+x0+08lgLvfsOzA7RCy9EFDGZ66RUIiVstjzH9PFEluxC/XYzVmJCgkhFaCF5iGABjN5megUF4Im03iMeskGOeZbP+jNQ1CyB9gQ3ZJf5nnlCAjK2LYrVHxRGPo4Arr911FEnCJ9C3MX7d5Os6Aas4icPwwgK69k3yHaXAJZbVIpzu4VVbSQkdBoZdVIe+UCJ0T0EfJpSRMBI8V/rIWO3bLfo5p44AhYP4qf0Syn0EuAfWxaYbS+vK8uPZvANt3BRSEbuPp/xMO8BUIV47T7Q2CgziIYqhsyFFnK31O+xB/GCnm+Yrk3jf/kbh5hqC0bcHqskZdRqKpe+8mv05qT0zQMigZogEHmC3OqYOh+pcQ9s4rK1g00s02J8TPqsDgum4fph92KTAbBAYez+FgyqitTIC3nf8q3vM2D3uDxgWUMM3HVc8YSEYjS8dzuDx515HseeVkpt5V3vg6mMayxScMtvPAanyfc+jP+uEe6ORKULyms3nO8Mm7yvxFVhZZa9U7pqf6N7ssbKdrzY1VaEg1fxwbgJLQMO8EuEnJKZ87IxZXOI6SJ6q/qOST2m47srhv5pMMvrX0jyo7rqpmNYAADmUIJUhWG+3E5+EzORx7IPMg1+wM/09D6f0G+u5WHntYw7U3IInrLkXj4ypZDTi6CbiDiZ8VW6bjjjF/nYo5leRa2tE9lnraIAMer8ueIqQ104rdzkuW+PItVORu+j6gKNf8551nfrQmhIz/YDRBxSSSnw66olVHBqw5cBWJIY5Tz1GrSfM4rbkJXkByODXVq27tJpD/E1YvXF72/0yleWwLeVGQdC52s7M5HAg8WBhMT9F1pzQpcbu0hgZ0BkcR08NICoCgm1PhwsSXYjgnSExpKG/+uIOp66WyM9KO8oGHDGDYhtc0C9RY4ZxGdmOZ5ur9Xqm0Qq9ZBEFjQOsURJgxN1tGbJtp+cI596KPHrrqt8wL36JGKLmvvBJ9+gpPQYLjgizwxmPcFmdc3YFDa9aAKprQE4dR4jaZHjyINI+eFh7eAmrGbx+7l5DQr1tsjPCHyCHJu7rM4WbkLquguX8oyT7IcRhUYeMz/zLJkMB71xWApmVUABv4UAEK9DDBuhsFEE/bo/a/fWIrwZ1AZRMHVBedrsxCEUwtddA6tBJQ/7GD4tctW8NLQBb2iApNtA6kmbueYAAguEvMF5hg7W7CSLPax4JSP7U+E86AAAdLgwbSKMZthnfwoHb35OABQMQmUFGT+0nQSiWfyCCOMIjp2FvqwVyMSbpASBzuQ7xzgFbXNgthardcrK7ijgB0nCGHda6BTRgdxyiLiyyQv1OxjzxYHt4ZcTFQA2YcTOp5nSiemNeDtWKdjBzoB+HP/G7g1H2J8sRxFQOZidi31ew170BLu2S+SDAVEpw8zH4qdI/JV445qpKwYMEXhVQGFK3glqGtupzs1HUV50VbctI1F5g3d6u/oBKh26umRvZfTHyO5/F1tyb0h+gvu5mx76Klo/VEJcieXpwj53By33MDHOB+fd3tbMtuO/4ZVCJNXI62btDnfg1mEMz340x4Qvj+sRd02FttDCj9FCS6iR724cP4T+mUGvhdlj1DbXWEXw5KHyH8hFl9YXbfc7b0cSgH4gkAqISRl85aTKTxoytV0jSatCyEgW4NnjZIiUVmlQewIBGbkyvZ+30jyUmNACJYemnKCKyAlezk00A2kL0BHn4h/+nzbASjCpfhfq40JrSFoLuh5l4rP2Wwmq2BTCIv8AOy0Q5rqMsAhuuvPesSWWmxY/5XA1EreJ0a5SFFGuYpWg6Cd8ookyJ01Nvm36dDGEDhMZ+i+EwVoKk65y++m27vlgcRQ16XcPV8QtyP2ErdQ6pjSvMlOnLBPEI7FJbfZw67m3ha7QSkz/vPDfPo59tBYREWic4Ly/j9V2RlR/1iIHfGnJR7FwWLL8o6Xlmp50O4xpLrMdpMoEjrlxQd4lUFmd7TqqGAqWteCjC+l7DsCVDzEP4HHKoSRYIMWkGC8MGaJPksv0EYwHdfDBO/I1+sZPIxH2RlldybnJBMrYBe7DLqDFS0LX/8t600PK+X6C0OZKGEJY5cel7nFuM0acM8I+vOmDh6vkTG0h5ijB2z7bRH7KKhTRTN7NGjdHldkZczw5lAXkMAE37hy1VJK/TxBUSjG9KhDd1qsHkGzy8sOqgAWmlafZRsro6qZKB9A3yF3ZEifY6xl0lFycr5dlPpol0PgSzRTH2itUcoGxNtgsl6WDcBqNsvdzr8yfVqGlri4XfNwrNYvJWhfIOzugoD0YsUXKfG+Y4cadnKRsza/aaGZ0fEpP8vcfAk/gLj05f4vqGTgIRhHPE8zcqg8MPmuBc4Z00f5dUdGC/Q8/gd0loGwg+IKHm/wtAjN8puPHHZePc24FD4anQhMRNh+/GLGPSi+yRam9cIPvCcEPK8L+1vlig1xLLX0QFO1rG8r5xQ86tfxt/HJDtgIrH7RCMbGO61mfdTQjQBePxqUux+C+6gAAAAQKhoAQjSVPTEifitcA9YGW9aiIiELOZM9l/e8Mvvblar+O7tNtccS7GjINK8hi4i1BPnI/kMuVq2mW93IAkkjQ07Xn6xGs9v7Ab99ItJxttoEEQUCDhfEYOcjcqB8LTcZTWfoGPusmeNLCTIUv4XwQ00HVI1r04XztOSd/Zl3Bhf4ZrRDm4pewHADGU4nQwoFYVoSPezQPlP+33UcFJJ/+bgrzmDPQc95jlgoASaKPxFxTVAwcomT3GefUn0ROpT+++rpPQFXFVxtyTtpDLCShV5ze/vPWJ5/UzlooW8ZTvbxSNf5Ng0BniuCOL+eKHkMggn8EL8QJrMU+BdiedNEBKCSPvH29TIt0wxmvdysf3yvKwH2+H06mw9BPygTQ20lJM8xwThVQ72IUo3MgAHfB/EZUpbXmfegrfNxmnl6JZ1FPlLe4r0uNkgBb7YTmmniqw+RVJZKIE94Nl9NJhQ2/q8PW7YeVxogTHQCs1tkIOAhspRSbesTXROJSDDKiT+DQ1JiOaMjexh1djcN8JP0IG04QR0PdZVt5b3CKWHJV5dIlJJNwvhYZVigoP5kGG28QJb+89wkXsOLO1bBqO5dRUquxDAgsES851ItF5kItuRgyNkck8siWt2xDMRWwSRSF2bydVJOINSvmLKeHgQTkEQDWW4fE+IcwFsNvQSkjgmzwYQlrB1vfHb81mfGtf72hWgIOMNqYTfs1xi2HROVgD6PWrm/H2On0wFFdsJdPrz0tXZJkeljmGTWipg4k5pmXQJNZhmIMHKElveP0rd1eEW5LkEOjRIChPwYuj8ilz5VMlztUubvGaMLJXyPLTrgRS5tDaobCqHVo0SMSBvYVbzHe2VRW41byvJ/Pbq4SWAUM0nGiS4JfHoD08aJ0NymjEiP8OXAn/8jOVE5SjNVhYbs+N3vKz4KWaMwBWhnmidsTwKH8sxpl+TzGOyKp24qFvNMKyNPV21if9dCBpiXwNH+3szQDXUDavqaVkv7PKlxMC+zGHsTylCxInN/a0qMFiTtIerJsx8P8BrP3sQMQDUjIuEH8MdkQBiV1u4UnA4l21nHy0gDBbXggoGFanxEdw9xe8EDso+E/Ol1x5XJTu9RPFHkA5TuPKScjFCq9OFlL+8Bpf/0B16TlCdSeZ0eHcwrmiScBPeqHac/4fi9uGDeiT90t4mM1V7SknznrnkDopA8BR0fEwFSoEVMuwHQc6RnMNvFUearlXfQHgpllMejLdDtE31hf90JDvLb2e5q5kTOUDPLBw+VR9L0Ehg04yb1drtRHw79SZ9+PajAysxjqP55G6E6gYNPbvmZE8JsliHwVPaNaKAcjgjQLGdCVuJB34CxNH8ysqI0uutD3/j7xhRfOYZfrsOUjZ7a5Y2p3gVRZ3s+KbnCQWz+lyIRzFBSJyZ3n7zLDJWyhKJSrxo5yB0G8C7mvuXGCIAISP/+jMEcsi94V1K8TIemtVFuvkKonAmtOywZPGMlvWEMbccut5FLq5mt01+iydsMZqRT8WtB6GhDQ6jicch4VZntPJ/pJN2jajPE/RC3aQ2k/taBQHPwM7mlrmNtOmzfNN0gmlpES4uRo7nDVSdgkY4zregXHR+j9JPFMFcUDwH5IZAyKVgvwFRP8QH25SUBVp5Ht83J2CHOD0zjdb5NUSi3L1ZljOz3Xtspeasrx6LpcsTHrsFUYy62bnHaLTU03S6u/wQBu+yaLhjpzlXZpzJMXf1U8wL4j8kYO8aVGxm55YgK7QyAQ/0cY2wgJkFFkMvfdSVOSr18rNsI63zViOi0x1ZSx1KYLJB2X8GYkatt5fxliht6Yrw5TF5vY7qOrAN0NZJE+f+UVqw224yxHkoqrqvDg9AAEJAiqVbnAcMcK3+34gVZHCPAwkxB5TUchAFocs+pBB3VJ5A1nEjkzFDwdnlHkRK5LsjkRXIH/YqRfE/5l7QunNBPLGqc3uJL4doWMiRGZ3Z14KOWjdwhvutcjYSh4ak6elcA6RsI69fc34MG9SPW4z3i7yjgb5gpnbmEg/JtDaBmk+5oBQxTHgpxtBxaXDJbSJ02c5F9pG1v99y48IVd4dIP2zLWQxY0KwYMtMLZowyTyVukM3z2nyU9UJlPGsPBBUiLltwypuKHNbsySc1nlALbfqeXG44gSmSWOtXR1wrPHjIZbYcvyBq4U9vakaCg/rO+WRzziQ7WmW5oUMQKfD0SWu5jZcHZzpvq9lrrqY37pxhkasFdIQdzTwYBUeOzs5TmnptS2O6Z7T97PX9mmg1LFvkZV/oqu2Yl46K7Zr5UxAO+rRAopmv+1WHIrnCjaPxAqv/Adhe+ITKId9cLBQgtkIvjaEqvjnFQEDL/iMnFec4osZAvCjyx5DfxdXCecfhgR2UvEEHc0WVEcAI4OeSyeCN3HHkJvGENnGDlpbBaI55E5cG4BYIaAAEfiMetpguYKJEfBhYp+0+/8Clh75B2C0MFLBYsv0k7Tnda154X78F5ObCh/3WmbZtJ0JiD8OnVYtT0PwNIDJDvxkG3jM/Pjp0eEHu6AqSjbZS2/GoVqkVmokmZ5+n5ztaxgAWEsExH4g7IFYjZ35qVD66bIbE1rXVkRXHF6N2vswN0nG+tRJ+FG1bFglYJB9OtXQPhcFNT8cyYG+iHKIW6mp3G0E6DpwPiOiQrwTxo4OTWp6cz9xe/FwRVQbHgDYvW7RF1qpvwEh8tLcqouAPBx2fpHae3WH3Sb4Qdeia9M4WqkZjQGvoli+o8BZkwyYg7hEOFR1N0/CukUCx9G0/FApCuwC3mWvpH7aLF4b4mIEFJeKhNwZrJPIz1sNkSA3d2Q7PuuZ0SOiOdPXeOjg/cyDWwqmxidcaAAAwx1IFCmhwJL5dQIAGed9YBrDPAyLeaoL8VuplZtwLmubmBMlzLO97os6KsffzSdhMaasGIk8gszDTBGnOLcI2/O76hpeQH1ZvyxVhVhp3A1QYyAE9Hbd3JQbJCCH50IVHsAuw/7VgTLz24mRp2HbuBxYGLbOAvRzOf7n4AeFUWTQu5WQH3z4RAKgtXPv3Zr/Wi/pvkrOJJD5g8K97AwOhcQRGZl8y3LMhWph38Oz5vCl/tePksyV6hPuoiP1knRoXZvyklNnsJvDRM9iJ9V0tgGNO+7CZURsyDIMzQL9aYJjc0T0KgY9bKnGORNw+qIL2uN9zavGrXfBGTSkPBIITNyR7WQAITbKVX6iPj1M/GunxB9seKfsa4QLy2uQB2nUaQIW5lFGNabyhIQCN8/K2vB/AaMO0R/8ify1q/k+DPl1fhG+OU3AL9lKfTY1W2IpsouidKMi5OPMA6iAj7OzXsFlsNfvM63IIcVRV1SWQIUsxwJ7mpCyPTOkSL+CAw6pfXWRFndlSZN452+BZGY+FnZ6XhNMqJjANAcxl4nhyNES4tVuaAPSaSAvAbTyWZq+j+tWTzcyN68qZqRmp1ElODDoXaGykY5DvRdMEbh+aXRPoJpDvVbMQ156z5seuZLtQL12uGCnPdGKzOMseHbvi5uFoqZnKsgBf+nOEix9nYqf6urWMuEIkHZ0O+LMbRBxvLW6CvIM+kl48aSlO42P2R/+4SjrE9CLzxMpyoabsWKEWppuF3VUqZrZXff0yXPnIe5bmKh4BKymI3jm7iz/haqd6b6vioAAOLqWgSljc/WVZkgtB75nok1mbXIH/Tc+ktYngcXsGhwYKHDMlwg3CH2L9sB77tpZoQLMRLDuH9XcoCoW3iZMARj2Mk4TdYIsr/b1QxWnWHYvnH3VmOdy1wp+/dnWtTQKjkERjrISXVX4sNJd0io/eCQsKC9bfJMoHH8cLZ85v75G1nwGhyEM3GYi+ks0TIXta6hLEgB6TSHOETDsUgqwwo3oHpycFn5I5AgGZwuhYqNI1SijrdMTp32Lc7eI95Hh4x0Fx8Y/C1k+ots1qBPHrXQIcy5dxSmJyKyCloQes11uyQiyo2IbQNOR1n+CDj5/Y83Ye6/2Qvusr5jyIvf3+C4TTGb68/2hwYR9qE+a+lU9ELC/zYoG6hOjhtS3S6ESkjtMehuYZ/9WDMIcByKs28Bt3GLEe3RZQH2wYxrcU+2isAfnp4F8IS0mcbYocYBrPo7AMJYqKpG7zU7I9Ib1oI+mJ7AezHDuCzUn6RXEbJAXjNOZeOEmKdizHfdaCc9uXoDwqrLHI9fjtP1OC04u+efj4zIKH9Io5UmlzUWeUAvZns/1KGSGtil0SsopEj0yR2VhkCqlOVvz6haoCM0YtK+vbOW38opEgjdF6x0fWeCf22M9pC/FAaiAABX2yX7dDjl85h2w6AABa+yq/3wXAyuJ3CzIlitR9csaY+sb4DzEM72nszPTBro8iSU5Tx1YE7Y+G9Lso7O/3hs+sufv+3RbLzLVQ46BAgu02oMxG6vc5/Z1GnKNVYqu8KC/afTn8vskAjcVDNwUezQp099pjy5DYAD5u0EtBKSmyis4gr8uo6HLGW00vgO7vseUhz6UBPy/KXL9n+WLECbKXd3X6ZJ4MUe9qUrE9V3ZtnT7ADjlVGvAKP0KI/J4BgyOQvV7N1QIDhW6+JX7IAcTXtiYyth9WAAAiugkID22BpI+9eIuC5dhSlo8zSZc4AlyPj+6Uz1qFWHfH54u3xGBhhYefAD6W2zJosz1pGRGQkZbb9qX0L4EGXqHMezY/wMnbVWO9qiQw5Pzp84B1pjf9ZWlbrMFETdGwR/QOkgWoKaWcna62u4+wwA2nMYGzQdpnwU/p7HzGSJrOIa0p7H1jcWMMV3XxSwShvqsWlvZ729eprtryxSK7y5wjzQhogGWIK/kKxWYNp33h0+GsiLcKa7f7X7G3nbcj7ZDsw4ADyHyI4RoKsDBlvcCOB6mOUNd1Je0yPDJDBW0T518+xx5AAhn7HZAjkW+Ya9tdaoTKzu6yUVg6EebKDGx0fM9z+DpGkTTIXXP7QEgnHqorhI9xjN6Oa4UZJTVSQ3rSOFNKgaItWw4kCpk2HQjBPOOuy7ZQT69OLUwiFh9J035O/E0XqcnJS9greqFAv2DZWEjSq2JDzizcmZtIKEYpaJjIVSrKQnufHq3CzWaFrxtWhcb0Fyczmcd8zngyCRzfDDrijkjKw4MKItm/mjG06q0dK28FR7Z+Efijq18nRwtvD5bXVZ+8iNrWtjnMcdjxNrB1vBDZWhrPO+81iu/KiftoiZEmZYFfmxEHWZ7lCFjNZIjLWzYXQC/ysz19Fe1ltKg7NgfrkU0lq4z+1iVRZYt4O7kp0DQQ505qnlA1Dn1vGHo9WCoOr+49Y6FQkoCG1gN4kE1OxeTruGkikVhvSflblW35RcZvIgij4jSeLuB3T/Gwi2DXgrihLVXAYLptRBtuphIk7xImiWQGZKj/xy0s8YmWmctLhgrHolj3GEOngbtCytzpISgDrFvQcwzdAeqGouGx9VC0FroT7GOv9ixowLEsh9SgFwyranYDyNASzWu1cMHbrvBPy4QQMfnp9P/Dp0zpUpj9qMlGSihotqGourpzrSXQs9/xz/j8FGX15u9g89PrYRcqKBcL4kCv8G3wl6uc9Mi3G+sAuegk0mShGbMVS/6deCjels/DTAprXgoyrAFVr8fgXxH8cDl3++XtXm1AiMn9CVhPzet9RbBxZylmLAqZXwjBVm2wAABYCNcVD+OCByNl3S9PI2pd/cHp0SR0Uyvs6hS/w0tUCsLzYC9bdpgLfrrh1B/k9PbnpFmYa+zYV+RY7SFPJVgprwWICf4Y3WZcAUeYsGnKPdYT063QkMgVQ2VQC21KhvK3lifUI6idLOW/s147DaYZPuSsQ+smZayYiMnHnsyOEg5YTNtJPTr5zJW0PBe9h/vtVbTtzn+O7aF1Ty4UBUu4AQ3ekOLk4T+N19aKhRTCLkox6EZ8qZ1UUoiW07b4CMsHQfKz5CAAA==) Note Hovering over HTP tensors does not show a menu to show mappings, since HTP graphs do not have tensors. ## Inspect DLC contents For DLC models that have an ONNX source model, compiled HTP model, or both embedded in them from op mapping, you can view and download the source and HTP graphs. 1. In QAIRT Visualizer, load a DLC model that has embedded model data. 2. Select ![inspect-dlc](data:image/png;base64,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) in the top-right corner. A dialog opens listing the visualizable records in the DLC. ![../../_images/dlc-records.png](data:image/png;base64,UklGRkosAABXRUJQVlA4TD4sAAAvDsNHADWL4rZtHGn/sVOu3zsiJoDrC27Oy12izgCdh3PXzJW7OhMwjtiiQMlgwkPt9hxFMCvlH+3G/+c4luOe9M6itmQ0DIMhMDzGhvn3vxsNoDG7eLug1SaqmMCJANZ83jsFGwlc1fpUCQzleFdnrdd1BX+8ExaKCZy0ZyMgqMlnbQYbwkuAyn+1flddAn+P5lC7JwJQPupU27DW3gw2gaY2iQT+dQl0EQmMkCAh+n+tUXHbtpGt9ND+0/ZV9F8WbFt125wr0YhKyj4XyS+Bo2+t7v9Ltiw57Tk9z/M8l1nBgg0LXliwYMGCBQs2LFiwYMELL2xYsGFDw4YNzSztWLFP5sm6eVNZnoeAS7q4pfB9gdBFDcMlHRwvcKWQeWo/gI+Oh812p6dkSz3CpU4PNNQjXNJ9gB2uB6jlebZDfoFQP0Fgy0fbAz3aUsO/Oj3QpR7hUo80+t4HWOriqegrBV6eEnmIN4gH6C1tD7CPB/pXvsBf7okuxm3bSOLsqf6r9dNh20aOpLv7wP6r9Uf0XxIkSXLb1EKwiQDBmpldanka/n5GRw0x9l9j/zX2X3v19DbnosWO9DEB3uZ4m4wxhx86GGPMk1HAz+Yd+nSZ3+BmDuahscHEEcD8a3iX3ov9NfoNMub6nXqfnsOsRgHL3/GZ+rDeARHZ59W+Vx8D4GDI1u2HVJnn5Ns6XI8EFo2tX9AHVOupDsbEkcCK9HY+Q+1naXq/3i5a/IwE9JT49FtVvBP62AAH85Bs07atD/Tw1BaVi4VRBSrKMfvgGuVu2Wy4bx13L+Arc3pLjEREyKkRI8UohVqhKHElYsYeX6PcJdvRc3xQUx0oZG9pfloHikS06QQ8t8A5siGKGNUmbRJAQUhSShuiT6J3pxJ9SqmqPk2Ku2N6j3wmr59eh+FDpKdEpKObFQz6hEUUV5RhEEXxLRBVVftYVdE5RWFuBUw679GpFK9T8/LLTaK4Kyb+bkkyxpBU1Sn184OhfvDe51nKDZEx1/3wQQZpDjEp4lnTTr62RObARub9h8znOlOBPnlzoR1OIVKZr1aaHt4LWyIRbSjCNxrXtSmbP1efo0VbzR9KL+kpuXbVSjIH9jfQ8BGtdou2ajPG5WBMemQ1P1uFY/56ODx58oR9vMM4mCUSv0VLhA5Re3JgxMy1zHfHfAFj/ORwr+t95RSF80HX/JCG1W/TqmmKebebUklUzxdzbMhRyD6LXddoXax2s5LmSTTDSncXc+Gb9rhrlTEHE2sHZtz+XWOujTGH+CN91oFR+LvGsCok8+NRkzFLzO5x7aD/+siw2k3cclcsFsVQxn8D9eXn0ulKyr7Z7Zp3rmtzYGmUrVSxO3pJ5jc8N5IhSHPNjMhrw0iQeRJJxBzMEyOlIWOleXhtpDQsTx+aq2CDNA/vdS090YeRRGTbi6NfxsFch2y3+wCWiOjdtLuSU5zcUvy311NjVZ05HsxT85Akd1n2XuOSjDHy04kJ/QanMb2qAs8qQ7JK077KjytNZGxfD5myku4tLhGFJPPJ67q7aOVSqPIXu5SeGkNV1vjKPDmYhwyPiX6J3kN50clfwpX6zByj1lT0SbL5ink484FIovA+upiQoTAfy+m4ctLmq91xNZe7z9kWqIIRK2tzbQ73HLk25rovL+bHy+mni2PPKMhg7bLN2v6aReb11W6SlH7Edl2TP89upx9T8Kvd7P28+2y0kVl30RUftnZ3bLiQ3W/X7ribUz4cL7ppmncXR02y2K18nXe7mct7kJgn/8RUC/hyHpUXq4gfemIMXZsnPxSj1XWt591cG+t3x6yyqtjNqVGri9ZVVVYeW9lPu9V7w78wbXbHzES0WRpceTFnfV93FytNjz/CxZxe2aEt7iVyMA/jqyfLmGOoOIcFtITv3a1Wq91F9xkEUu3FyvXvWirf7bIw7HbaCLLOa/P+6navSiKjdhf+mewuuoyIht0ut3QuP5zdAtterLR6jrRW4eqeJIb6BdUJF4qLHXvByBCMOSzj+L0XPghy5cVFWc7lvNvpyu+O9TkZilp+XGnzyWt6drwo+IL2EZHJdzsniQx7oLzb7Y5zkVV0fQ8SenjiLsYY4swuZAw9zqaGL9nsuXW7i6k/jyQv2kV7q21r3uw6R9csfrcazLWhB8eLqY9IiWR+wXDFQFL5+bjb7crK3FNk6YF2x5xYBBFdU3QgzRwoLXctvzaxq71uKUy7Y24obS9W3D62tqqk1btdRkSyr53Rq6M3RIYfLxrL8uucpHe7IcSRtnrOqr5uL3bv55l5co9xl4lX/Pf63W5S5xFdX3HOuZVqvvj3mofQf2q3y+0S8oqM6y7Knqpmd3TBPFBaSZkeLwpO12kxFzItv25WQfJ8t9MyzndEN2BtOke7KN/URgQdRXSvkYvO++Lju13rJLPaNb5ZNGdD1u1WzTAUq6/7uJLM5hgUmFfDTT3vSl3r9ui/kGyxWzXOvXo8emlfP+6mIfOrXfuIWB4S97vdpPO3jhdHbdS8m2vlit2xDvcWyeYd+2bAojf0lOpytzsyzXOSet5FjXmRbslbB3V1/TTSnbmxQ7c7Hne7Y/6FZFRxjCSOzRcScX9kjMtU0oN5NykyD40qP9d2x+OqXXWa5CurWLjWmMO9RPpMa60zVUl6agzxWsdaaq/J8PpTbeGdNdHtRlRaq2AMhVTrXpLkbzTTlKtgnj6lZ863rXeBHj4lqXQxfSqz5tpcZbquro15amztfdb32aCIEWsn7wIT0T3EpWpBVLQhiiuqWiGa6ibR+c3HmkXToMOOqqapiCIJAEfUQrDrGUPVLBZNRSCq9qVF02Y81DZtRTHSdWqbpr1ZtR9UG6LqA0C8OaLtbmKsiIhkg1IzCgEkY0ppQ0RRxES/jZlWK8CVElHEIFcdrLgCwAIP5I4R+oEcK5F4N3EWxwRJvrIA7E8AAScRoMIxI/4LCJ7BCDMJiBHhiZipFUUhZMTbXcf/kp2XnfUkp2n3p3HEIbsEjgrEo4YY+6+x/xr7rysvNfZf2/H+N9C+ex29+ol2r6MnFZHoPBfHJ/N5nolI+xSvH6WUi2VyeZ5TOjqiqHs+T+kjkvJwyFye54/5KSXNU6TzNHXTPBwU0rDNc2WEPH9UOvXnupWcmz6dg4NhqOYZyBAJOO9B8fT+Pvq0NXIoxv5rHxWNu+46GJM5u9tlyccn7275LPpAZ2ci+oQrc6S7Ws5EvJ299KR5uOhMENFiX8Fc71YOO817OhNkDBEZY8TN/srKiYo919mZ4FkvhDC9k2LJNOKE70aIaeQ+pYMe3hi0rsUvE1vYWHGXzd92BKucvSm+YlVa8Uss6KkSb4qovXl2Jpa0qNOwHtNpjlNUOZf74jj5VzIhzphCni0tK2zXXLhKP2jY7Qb5cxT8R8J/ySaEtFYKIciQCVKACVdMf6G2oeSm+a6wvM+OWnEuDQlBkkgKEyRT1tQ2VepMO4FCLChnRcF/pDhQlWXZd3yh+DzrUjdkvXVDzX8Ov0Cief3g7eNFZ8pzelMI0a9SAuOUBOqVtLVyWd2TEPKZt98+eIZcHlTsC3XZylv5SsnBFl1RzJMB163KebUq2nk1GQj337iY3Vg3bjrNc5udCcFXqYHw6sRBFr5yq64su5kLcpeHJ5end3s33RnocpLPmc0XhEFJm3cB3FwEmR+9DH7mom59CPlUC3FXhdLG/QJBbuVE1TmTrhor3VzIyh821TOzi7Rj0MJOU5aXFZjaF1N3XNBqElmXkRg6RflqzvN55enuEBFmXaUdF+kqo59jVbEKqv3n/ffPvnFJeVDX+kSibsuirASf8mGYVla4diDI5joiJd9N78+gdSruEiHffMB0GyDtagLbrEJafuPg7eX9b+8gisuQH1dzZbKVeps90Cv7eRGCQa9S0q0O0lZBnN394Rb8U1XML5gjcCttoG/n0BeHTdUuFm66M9DyxkJA3+7mSi4Iil1pEkMXrVapUEVhpUrt3SIgv23XSgHpseR26HIT9OXL1eLuu3cISsvLCQG51cwFL/9x17Zdb5ahu1T8YD13HXO1u7t30p5RPy9g5gENAbjj3HWrQoLgsxs3bpx+KZ9LZWonSQhheEVA1bvoK8uNkFUQELgUInAjhORK9Zbu+hCmlySEoGGqxd+MLijV20shqHn57mcWlZs+vRPQa6BfwpsCBNsuYfk7QyKrN4UQgkS0910eTP3OyKaFtyAW1CSYogvnUuHcdEegp6V9BX+FL9HZTbVf4R+9g+qu72NHTAGFcU3hhHhTqCklppoLmw/BZX0HdxiDUs/iPeVEnfhYvUv8FN4CVXMjzs6ETQMx5Yy9r3Z3fIx2F+Nazt4URGcfC/jKgrMzIeLT4o8RfINHbPid/e7Hvu5s1KD5yEHjHTYb5618HBSGbPsCmSF6saO8HO+w3H77vvpFOTmuAg3ZqCoyRehf2OTlSQ7dPBtbG5eXg9yQjWSOPCfNurbxt9BrjqgHRhdblBApQmhOiMki+o2P/Zm12FvmfmaNPg3EcRA1sETfA90hd0Bz3GHpgdHFVkqIFCE0J8RkEToK/Zm1srfM/cwaOgoD0JqlBpbQG92pesPqgdHFZiVEihCaE2Kw6Ih8sH2ZNdtb5j5mFTQAzdk9i35t55RpWIQBNVzznMyQ554U4wY037eq2M5p3x/N95Ts6Mrv6iR5Ea5sj1OYfLTqJkm0PbmtNfvo7Re3k2TJkRK2xQ2Wh3XLgSXJSyvJep286Dbbsqc5TJIxSW5Tfm9VNxnHRUjjOjndFJyk+VHcL24bySLXsSMl63HR1iNrsF5WA0YoSW61HndwbA8eV8cbwhtuyYsMG5hvQxLPUnL6JdjifkxuS+nwhDFzk8nYI+KYnGoKIs1TLPepdZubysd4m0jG8QZjwh5pxFiLGYwxzYTR2N7KUEv2USnu2NiQPcZod3QN2+RFdcEGdolH5hOvI/tr4GamDUn8BpYNVdZiRLg+oWMkS9py55NNki2cQ9QpT9BZar9HEohCAK5v4s7hpKiW2KwRhIgSGCt3PJabUL6JfESpZrVOMlrSbZYFumeLdDtgSgQ4JuMBAEHEGjIKEJUu9iOI0WATcnKmxi0aiHJrSClm/ixofQWA1KdRnV9EK1ty8fYs3WBcr9eIbAdYr5dNG1iLdRK/gfWaGaoxuQW8lYdoXhG3jLVx+cCO2SRL7EcMmRWHkbX//LjYklhHpDyT58NgceF20qFjwUTRnJCgEXqdAjJRAUS+y7yW5HAcYzmM30DMgIkjWceM2JjGPR6AGRCMC6ON1/XzEK6T3gh4Dzgi2V5UdcY0R6bPsjoNAqP7jT1CyLxWBjCetHEcl1Z9BFkq2I5ra2LZMrp2kvgWBK0vXaTW8kVGYHf/F0mIiHsMlcT9uGUnCgmrtY/NIsYbMDeAsVlEbDaxRd5JxNheyTjikjau12PcGeMCcROUdQDcbhmLuO4hHusWkYpcUp5XuN3jCYdOlgSzPXF+A6qpBZMbpsNvD0u9TsjhsnwcYgmBQxQHHMbtCZkSFRc4jrHsrCPtHxxmc3tI1ih0Tgtk/SljF8zNAlHpIstyX0fLiCL1f6jOGm3jtdsvLTMzbZVdCkwdzCzfzI4rjVMy7lHm+YIxGSwtT4nMJaJw+pFAAAAjAMdk2axBAOI5nBtAIGkA8QYAQASIEYLOEceEnSeBIIEHugZEjFuiACADiOMSXeIEELMYX0MgAhBsrHsEIip0hEVEkkbgNonnKR7MFgAEE0wSxztB5/AT3VDmngCFQKK4VyyHxghmwJNkEgPi52zCCMRLAfgaksBPA4wkRGQyIsKQB2CyR4B7RCCSWXn7IF8QIkrdGgq2WmkbAnDfPAt9/kIMLICq8VyGuhkECgESEIWUAl9DALg0AjFC0HW0GFKyVwSeDk7ApO1nZImyPDDV1n/NLS8XyvWE1v9VX4F5zJ8jVfYSx0XqEINKVaUCguqVIqjU7017QrCcq0gAq5XqUxVwv2DEoKre9bZSdW8QqUqdq/7+feg5ZyKD0PM+/UaDaJS5AVnOU1cBIvFUVT2HkZEn/nsUb2OATZ1T1wd2SUYUkQgnhFDxPlVXgCPDFlSj+zS1IFRZcgKrrEp/SCI7atgcOqfk4dMkKlYdrapUrSTSD10hggoo+tQpi3jFVVqFtJ1rg8BTp5js/FCapv520hS02aAcWsOMJycQF2hCkc7VAiDdKIFIaSaAK14bkKlzSiJKJscPAOVK87S2nktrVlnhlcD/DtbHic+snpUOlwQLroAANOqzovnyn2rxz4tmLjOh2lXrhCrmyc/PG4cF2/ummYuiXWWXputaLWUx6XxWYPTcFsVcE/Jj+/z2mTa/Sjgm64PIVm1RzuWrRTdnAlQzDVOrgNq5Lab5kaB6VRbTrA3ymV9Wfm6fT9e+01DUc9sUq4JwnawR6rb00zE3ESDL8lNMgGPCpvobi7+aF6UTImvLopkHucRItd0LebWbpBmOq8EKvSqa6Wv1EmM0Ret9qa+Bl23etjUIHaWpyym0DtBOSqi58VNh4FG7al2vu5W3YOfplaK0KNJ/XxTtqqTbuQrGyEq3ZsMAEbn+NYb0e1sL4xqp1RIREMR9alZtEcJQDnmpBbhpnvzsLV6tuqLopoaDWWUDeweievv02HFt9biRaSW1llYZCLZPC1UdtmT9q0SZ/z0EqvCSuPeE6zWCK5wx6ZyBWfmKbmC+8bGxbW2M/lpO0s2Pga+UMWl3FWNOjczL3jxrCoKKh8hyQcONzH1FddeT6WcOVbTdT8GkvhbWe0m2YBjRtFpSaHNmRWnJSTovGZIRaXrFkszzaoEzRn3EUsB1wlLk0mRND6Yp5EHosiKZNc8B24R9zNB3PRlVBKnbQDKbjdBlamTeGDNlJDJtq+LPSqleSC9U4aUAq4sAMmsfm8rn11XeSMOb+ArU69axW7TVisFEbIF7bytXTAYXmHl4m6EI1gakpq0IrnhvgvdXCzJJffGyuOoyQ7x7xptV2RHZHLzdiS8frH90qedDqmTcHq7z3Gntck3RPgNVnTZCtyTqXAEon4nNuW7pBusRyecVom2/YrHKaLOh9A2dr/QDM3ybRAxdD7wLG+SdjECRtRbFUMqNyFvC4LT2x0yYVksENaX0HWXAjewUi84FVLmm1NdiQ34iHH+GYwTbOtjEN0vdXG2QAuCaxZSZ2IDzjrKGw0bOmViCrwUo74B8QSjyyWwYF1wnjHFdyg0KCzzPxQbUbIWeLIqhCOIrNJezEv2qzXXRZRTpblAOjUE7Hb1u5lKmjQM0esEYPcck1OtVmfZ9XzcssVXR5bmuKxiZnA4GZJYXnqhpaLOhXmvdTUE4r2BDhSfZPYKNufMSYjFZ3t+J55frw29oUbJHxIP9s1NZTn/WHpD5zPZlXyn1Ve4L3RpR+4jcwUYMrcEbLGi0RQxtDaarCaEfMvcdnQ5m8JIZTwtkREAcx4iwoDUMUOva1auXF2QSkbeO3FsMqeAMWmCV5+R8ChvKC4rcgU8p3KdPsDzIc7P5l3iIysAg5xo2oCLyCjdmHpbiYDkvGG2A5y/Hkdn3y82/vA/wLsszcR/6mQtdSBQvFwGtHuz8GNTKZ1+RDVxE9ohSL6jeKoc6y2py36fgPmURhxDEeqt7FYCgT1g1rVJcAnMvRlMekHhazIYB+J/V7ve2xTNweR9HwX1zJ175apLF4uX7D99qffeyI5ogEKz+7HSvW0DREgc7QEp44oryiRAAhfYcsCozEXGfGl8J2UYUAbHqOHxhJ5EBAOKUDMaU3oAsI3RAcJMiV1rchE5BnBtEMKGapiBGPrRR4FPOYIZCIprHl8tWg9iIzKvYqqxhKWI5rdxA2jiIQW4OiMTFN2hPG3gUrYqw4C8HFMOUeQP97IwgKeBRjMJg8EUQ58YwBUGZl4bJjv+VZ3beB6tTn6ANohxi1IBjtJkAkH2+RGRNCgg0xBBvFL2gvAnA3FHJIhcRGGHeavYgFsv1wuv4dwSehcN9sHkeAA/hYOKDHZTNRBlI89qAKpogUz8IsFZAP2VSZt1XMKsNFfkXmqrzwehOSaundwR4nKJt5Wp1MGo1CGpfiJKhyC3Vq1TKeq6gWk7wTZB9u0AGg2by1tjZM1z2s5JBf7/FkXn1EMl7bkKRW5GVtZRZ0QNjhC0cO3dvEUDoLpUhL2LGI0I1KymzNlxnZUPN8pTc8qIFCwxpOfeAtvHBhJ7iZJOF63rmUlYWgp6CVNNsUH7Dhl3Tsn8cXLfTpZhOZonPuMqKGtF66YTeIMmIoWkqKW3eEhUNodAFN3aaLLhWS1kXDmSXAl7dmeiaLdQ1s29O1hMtM3izPPH8KCfHzH4y+3z6WFo91X1QpPtPidmMVdF5UkVXzrOWSEVRocjKeW6PGZiZudB25Qv5uH9shrks5/L/A/JS4oFftn6yniVYvTwlFPlbRmTz/Dx5p8m05Tx3JQeqV2U7z6lAPnMRARHQF/M8rQoSQ+EA+k/M5asr5kIF9Ho5f+3cX+J23I7juEebz+1ccBBZO5fz7Oj+yLS6oy94HurtbuJCH4t5bp3YbCOr7Wso6vazrJydQNtcHl7O/u/dcgbUMIZ8NojAy3meGwOpd5eIlHZzD/JT8zxPFQBv57loSyOy6W43mS0LOl03WrUGapenFQemy9czvZyptEms83E/d91cKIhWCLyYy2kueuGmuZznzKAso1V5t3F1FT5QNqdw1mLlu5myEFUPRnHV1rewWnhEaQEvrapA5bri/Ar+JVT2HPGq4rxuHQA3gCgs59ZKYYZve3c4rwBRcEA8f9xzahaebza/ghZQWkRTcSsriabNFedWINVtWvFKIIqKUEiJeP4FEu+fW85V0RAGKxFF4F9oKwkopUA0Vf8c1SUiMA0RJOd9YPZynFeES5RSSwzXq/qehG4rzi0tM0aq+p4To/7y5AOPZMgxgqwA9wiWc/5HAK+DwXE8UN8bxMjSigOT9GAt4oOKOC1a9pPG6RJ8zmkjB3ZV4+vAfpE54/RYxcEiaCC56nkQiCHga2wFbCBwPuO8ukaEitj9TCUNO3/pV1nGtOiZ2UGDxPdnz/hgB2TYUajFXgh7RGB2ERipICAipWlVec8Bb4DbcY+xdjV4CYi43SLgNqbj+ZGMHkIvbRtqM8ZywVsBEfG1yGuZAHD3hTZrMoGAuD/BOZIAQITAPgQMEBNBkeUVAN5HqjjTUmYa5O8RBmCuxgR1xXpZYoyZXGH0HiRbXI+JdUyYKJFt+yTZIsABETFmeRPNc3ZQ6VIJrYkOoTPYSAjbPp7UPVOTMZ4F4XIFwJQpXpjSPNLEV3ld1/4Ctwcn9yNxctxy6NdC7fVkSJj9xv12CzxTgPvIYtFA5o3WkzPIyC1ctttxu0dTDzKSW8ek0bBlEKDX454xQfLOML2KUs/ojqxpTACFK/RQDBbHeBT7pV57xD2S0lEbopwssrOPZAfL9En5cmR0/7L1SP7ClhmmhPs9XlYZo+xCZIxsrmpmERLLXLIowUJtH4s4qsh2y04At3vGjVVaj2wrIZ4uXYXWkD2JzrI84Gz7Le73bF0iRyZWBJVxQDalY8LKmrljOXM2a4nAvj3AdAA+4B+gUXjCeswjXWkljjGVZIuG184K3CdxlXUkJ2wlcIxclr39WaSAAMvaGoEHgSM7BznHcYnpkljJuvo5rm+A4wlRxANYr9cHUTmXOpdWsI3/i0vBEhOMUY5pBJIqkK9HsDxyHEGyXtxEYa2XxAIcYuuxeV0e8VKN9Un5OCHN+gQNIg5RZzK0NZOaE9IworQGxxOSZOhhR6XGh4/A7BISjjnYwfzKgmQLsPTRUrJHEAKXvzs+iQK+AcBhTE7x/cGMJat7c7OaPR4uBeB2vIWHf+MBLgHgkvFelqAomD1eQtQc1xY3u2Udx8iPUWZGaVxN93F8S5KapBk7ufnO8FLwGW3Jw4eWzlWRI3iRHENpB/UbPJjpwQka0d+Sm5E7zY7GTirY3N7k4E3GLeJ2WSA3bYa43C4eejLGHt5IuZOYV9x4HG9rP7499FWwZb5D08tHI3HADhwto6/rYP99oU2SJCemYzw5Cbc+TeiCMpru3HzOk+QUqsJ83OgmEhQzEh2pccUqeedBc8u9BH+DB/5y2Cjf7/RR1gOS2xgcW49bqlfXxL+D3tedzUcNimP/dQWt5qOdvzo09qE6BwfUUE0zkAnauzcLvvQ5OEpPw7V5y9InQ+S51C7auF/9LBeH27icnmenv3B3Wfk4HLlhm2djHM8dzXUXPh9HR8M2zxtviOjJjkKZgyN4GrLtC1Yxgv/dws2sWTab73G4Gh73V+pJO9+ZFJu9Dh3LryAq9ldS1LyjkUOx372sHR6X/5IkuXWv5KWW5HRSfVt8FwW8Y5LchpjG/3WnJElOIYNjcmva6/W4TpKXMFQzfRqpvmnfMUlu8QQV7owwJxVy2iHdAMYxuZNcuIXa3/r5CYzbGwCOt9Z1Ymfk8NJJsh4RD6ee6tgZU9xiiZItAOB4JyQZx8MpZz3ZHsgArpOPatTvBmCpwJL92HOEOdErFjPTMW7CeYnBCFIRjid4LZWInQkLe1pFy0M+USCJm5hfbKYNCcAxuakCJ8lNVPgEX1rie3JpRjQ84JgkdzySEUEgnuYSZTQbJI4vMpL1yJ67STKyAsma2W+9Zk7lZIymCMwkIS4YTynguEQ1WXrySUzD8/7D9fbguCSmNWvIhMTcQVvtvX8OgWOyNPYkFuQSgSh29jTZh4FC3RSN5oDr9QkFHsfFdhjHdTzpbO1iBUGU9VQUeQ8YL13MemQFRuBawXYckzscyfpAfLCwWE4T+UHLI148m5eeacw+fhph25GZErDn+rWJRGJeMcFIfUSwfUDcxp2XCCw5GTFKS4sxiZF1jscVzTrI+yHLC4v7ZFnsS/T2SzzjYQRreDHnX1nobCh0WFKN5QW+j0uqGK/dnhmQKOsiz3TjLeAJ55+2x1gD1ThgztjqjkayQFTNG6e5JP9rQf6iIxkRjLVSICIFa80N8CAk4A8ICQhBBMP4BIOIcGWtYSYLe5S6yCTeB2ntFSDCtTE2CMQ9Y0mH+wwI0loJyAg8MERoCJhryTklYbtHIgpjXOIniKQNhAhkDCNAUiBWyQdreI1oisYISnUPCFexSstzfA2lQJAkpWCy/wDwNbZ2iOtkfQBXDEYQ9+4cyMggUARrzc9ZiNeGwjMDCH2TmWdBLJY7GMwsA0XaDBZPa1wl4wixU2HfjnZglKwRKj/PRQ8bkRbzrB/cQPA8IFgf8NlUT9k51dPcakIIfi7zL4QtcxfbHWctgDfz7CtAmen8e1p1vkGq35rbzOB5BFRNOXsO9yH4thhqR85JBO76qrO4MV1tFowIjyN/DlDVtS9bJzA4rdvWEfSagzl5ZhNLa3rJwkuBJA2C1eVc9GJDTQ9ITQ8mz5q8YnuABSQ3zVMtmJJQU0hEFJYLmeafaCpS7fzxQSLUeT21ugLoi0K30zcKHJM7FMjLjvtCNblEPLVHOEbI11+/EhRdZWA0otRFeObzZ+CKzPLnSwehWotCzRVUq8ZJcqULqnVkP7imyuqGHThX+auZhN7n1r7ywXCw5ZRWWetA6KIOfVkb8WiBbYeq0nMAm08V97MmpVMgP9ieZZAL9li1Q8X1LKFv/7Dqm1cr4FOZVr5RYArN678tfG3+Qgxdm1kCROl9FYYmBdM5QNM5kPM8WJKlrirvrVBzal2hBK4XFJ42IIQQaJtV9lh841QH5bUQeZdXvPAB+rJV1Sc8hzsXdotATDNp82PydM5cej2CzVOrtf29uYWgT/M+kMnn3thwSVNuUbhCCVVGdAs6RTcIRS6RVCXSUgc5TD1skxFF5hWIvOEAvR+EbQdC2WoycyaRtOciLS2knQXgZSrclAKoJiepczJFTUsZUaSdRejbVPRFTsIVqeCNJ3jkv0KA8u30O8fBmn6VPcr09ab174oA551AWeS0lNyCSCcFUCkT8pJLVXjCcUQzeYG21kMqrC8MIPEqqKKgc99yELV3oi8GEq5J71zYcKDUF03Upq5zxHaibkkPSP8vz5sm/7eOok392bFcTZeqyQcX0HQ1bdC22XIeINo5FRsUf1RkK+/clxUpMCOnzhXQ5M0GpS/ITg7uU5MH0/WwAfVqulg9o3o2G/yCZjBZGxCtzklkTeC+B86SGaarZR83GwzNYHpfAyjvBH/lZYHVK4PYkD62dMvh0vgaEUVQevKc8pzDfWqK66XUhKS9RQSCaiozNzSNwZFdoXV5UVxbndMGZVqn77epJfKNROC5pt47AN58B+A6uVOB53zQWus3hk90szoF7BpBIEpXzHPhJKL3dRiMm45L1ngD4kNRDmaB2GA4CRnn/DwiyzJnARFRfMVNgORzKxn6KRXvWeUzU7eRV6PNy61kgT6v81rCss2IaN6Xljb4jtXoCAHK14L7YYHXC4bVRNnHNeZfkIRArshNnlcYYSI2kuUar3P/DO9HtPOQZXXKXGBHG9mhNBEoXDkoV7TmPAKriIahjrjj/b8hrupCm1P5E2VFiLKey+94+0IUTcY6KNUUAkndKNMOAYQqUuAzF+S6b8CqC4hh0hJIcXKTIiICRCFQ1D4F8r4C4P4zImybEchXtTFzbYCy6MLXWuG6EF34dnLTNwrBfU54VZer5wB81vUCQpcKFISMn+Clo5tBpL5tjxMHa3oB9xnBJc+9qX0qfkAWnkz39SQCi8Hz+q0fArBO2tzLcyJC9smSwhGAzGJIPUkR8paELyyI1NdCMRQMd65dtoj372/IfZs2+NM0dm9lC2nDAfE67QkRqt9/1w+OQj71vGgqeDT5Pp21xNB5N8yrCvi8QKRzxrP5PSZCPqf9oCXIbBCQFv4Z8Kbo+8lXYOduUP7jDsQwae7mms4XQFUWSvk5oPWzc0WXiw30x2j/66moUz9XYJyWUJXNl395M0tQy4F3ZkGYhqAOJ8NgFePLjKviLymQ3zel3Bcp0NRq51cxUJaN6gtml6x3uaMbrJmnWGatVF56YqChc32+mo3wxyJ1rX8ADH1Ri8Odi8+PXqzcoqiL7D9HP9puhR3xEnABn73ueWBuhV1wrbVWAkkNesgCoHB6cKmWGLzB15BcNgyZQbCRlxJoXC1QRn8IPmid8Uu0bfHtg04NonHDMHyHRFENko0p6+E+2GGo80ILxMelNvgvD1WWx6LNJLL+PaB1nN0vOAUonRK8tmCWL2f/mP7yH9paaz30hFBFBj0hPLcG/e19XiENnHALffaGHiqB9HuHYXAS2JeCgtP5kLkAUqWABzvoWmVaiLwcsiGrYsUKLrraHe7VcMGLrz+lo9oxQiz5V404+HiiX8doq0yhV5YQkWzPDeBrSI95EEGgqADHSKOvDCKC5L0lRAgWEWRfQeTcP7hEtFMmeXWOryFeVz0nRCArEMH2zxFiJ7BeZU0NCLzlgFuEwHvLGDF+z3oeAJEksfsJaRCFNBCkwBu0VRFLa/xVwHDVB8EWUFlGIHArnhFCIBhHhNAztUBR9V8ocTuyD/2p+kZuCVFIiSOC5BWZZ0C+qCoumWJdIwpJeOfDOnmIknMqcJ+nKlWP0keP0j+Rrye+7vcF/P7LvRc6eHjPNeib4GHHDM/BhjPhztGDCMgcGUIIzI909LrzkQOE9uA+zlFUNNxVPP++CgwfGsIgMYHwZdARENdID5HIHJjZ+NXwfPLeM9dIzgEAP8p8luX+v5CMWWy7OqC8QjOciXDMaX1SCccDAmW8roPRg+NHDyK9fvHixcUTF0+8+MRsNvtTxcEOTNfBACLr/ncGfoFIEmxWL4KVFgEEFAhZHULw7fp3njNKCZ0VudC4cp7bR5fiK8qWAyK3eQ77I6rAAgDcf2c2va6CDNdiAzJs6U7cQrSB67rGjoDSIry12B7YQcHu1SWxrLEM2LFcW3JsyezayVc+x+1ksp1MJq1jLu1gdiwHXGinbjUwbDsBKdQ+OQ6QEoVEHGxvIIwxBIjCGECmz0lMyLtaS6ghm/l1VdIlvEQaslRvYBFd0g8d7U+eEp/JGst00nr42PKMo0eCOZTWqINSQ+j22Zd9fg9xjM238sAYbYzL9sweaOrhNUbb2hDqLLiu4VOvYf+uhC1L233fF4jmJ+zkY9iqr5t6aAl58i1L8LRtzfuVBd1m6sQ52V0iV60dlt/goc3SuLo/4LvJmxo5rLKHZLP5qGGV+Z6SHe2GL+wp0a/KMEqopo3zQRjZiNGLe7LiL1DwJ+vXb5WwLIJl5U4QKhRRggBGncr8qZnG866ArpIni1BYwZrUgpXQWhmOSKbuBckyzgzHkWCyWL3EI0yCFfBRZplhC9fr0jTMusJhIW9IpRaSpUNOYFUYrIzLSoW4sNKDQKQBKUaxrIwfcgGfCKxIBoGsYoZEJGvDLdSv8+R9gGPibRDH+op7CuIvULjzdwmAAhewgWAFuROECkdEEACRQIj5k7lScYsZU0tFkKCEIFiTWggS2iDDEcnUvSBZxplDGbIhYwGogyaplzVkEGFCQJllhgNcr0vTMOsKh0WQoZYlAhFQXJRBThBUGIKEK6CctzAT4gIQSXMI8wsQguToCphDiIYQIK5BWWauFDOENaD36byzI91TPr7dabdxwzbPyRTuz2m11RuRKBXOucJhUWQYyoEiFq4oEMxCxuQQFoRIEb4Lh/JcAI+FlFVCUmB4uOlu/BWFlLALxqJQ9It4BTnpspnSecIgCtRLIW0kRfuFcroK51SOASdmocBMyD3pO8gKDLYQ6xUwC2krZA7TDwrVQ6iQJcsVKlmROFUgxTnkBJgHyJiI4lZ3zOeUj+No6KbZFHmez7c9iBjvi3MYEVuC0SHqlFGkAgDidgAnRlAPEITyPpERDYAkIAIgiRUUBsBdy+qjAAotYo4hPpIfzKRgWKi/liUzwhLxjaU3s4aQRDFzgE4gj2jS8Hxj2QC8YsoQG3iGMAoSU4fkJkK3KB8gEa2ghuRtJzIJcPcBGMmhg1qHORPQQIlwR9BUMYqwsMUBmsgZs7a8FsWWmsuOJSTVEaEQXBIJABFNH+Y3CnlBcySBgHAIB4KEQ8IWkjiIsBQQOrHduUQcummO21FDjP3X2H+N/dd+r9oC) 3. Select ![open-in-workspace](data:image/png;base64,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) to view the record. 4. Select ![download](data:image/png;base64,UklGRkACAABXRUJQVlA4WAoAAAAEAAAAJgAAGQAAVlA4TKgAAAAvJkAGAF+gOJKkNPk6P9whDhRHkpQmX+eHO8SB4kiS0uTr/HCHPJj/UNXvPa01RCTGKITg/++9p9aKmc05AQC4rbVtaV4cum8ERqB0GcErRmAEiC+QNicjpHIdD7c+ov8TgHlU2T628vwFzFYmocvR2Mp3pQudD/qf64Lr6WuhIwe6/DlorQILuFrAk2uVAT4PPIUu1XZaL1SktW+mDV7/2hytKa3FkgJYTVAgcQEAADw/eHBhY2tldCBiZWdpbj0n77u/JyBpZD0nVzVNME1wQ2VoaUh6cmVTek5UY3prYzlkJz8+DQo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIj48cmRmOlJERiB4bWxuczpyZGY9Imh0dHA6Ly93d3cudzMub3JnLzE5OTkvMDIvMjItcmRmLXN5bnRheC1ucyMiPjxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSJ1dWlkOmZhZjViZGQ1LWJhM2QtMTFkYS1hZDMxLWQzM2Q3NTE4MmYxYiIgeG1sbnM6dGlmZj0iaHR0cDovL25zLmFkb2JlLmNvbS90aWZmLzEuMC8iPjx0aWZmOk9yaWVudGF0aW9uPjE8L3RpZmY6T3JpZW50YXRpb24+PC9yZGY6RGVzY3JpcHRpb24+PC9yZGY6UkRGPjwveDp4bXBtZXRhPg0KPD94cGFja2V0IGVuZD0ndyc/PgA=) to download the record. ## 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** > **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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) 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: Aug 19, 2026 [Previous Topic Next steps: visualize graphs and analytics](https://docs.qualcomm.com/bundle/publicresource/80-87189-1/topics/run-qairt-visualizer.md) [Next Topic Visualize analytics in QAIRT Visualizer](https://docs.qualcomm.com/bundle/publicresource/80-87189-1/topics/analysis.md)