Published January 10, 2021
| Version v1
Dataset
Open
A database of CFD-computed flow fields around airfoils for machine-learning applications (part 2)
Description
This dataset is designed to test Machine-Learning techniques on Computational Fluid Dynamics (CFD) data.
It contains two-dimensional RANS simulations of the turbulent flow around NACA 4-digits airfoils, at fixed angle of attack (10 degrees) and at a fixed Reynolds number (3x10^6). The whole NACA family is spawned.
The present dataset contains 425 geometries, 2600 further geometries are published in accompanying repository (10.5281/zenodo.4106752).
For further information refer to: Schillaci, A., Quadrio, M., Pipolo, C., Restelli, M., Boracchi, G. "Inferring Functional Properties from Fluid Dynamics Features" 2020 25th International Conference on Pattern Recognition (ICPR) Milan, Italy, Jan 10-15, 2021
Files
Files
(8.2 GB)
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19.3 MB | Download |
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md5:51594fab1c91f32c57986120c240c4e2
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19.3 MB | Download |
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md5:b164cc5dd7656c3a4c1ad3fbab345b5d
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19.3 MB | Download |
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md5:ef30189d18528a9661cd3e7758378b6e
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19.3 MB | Download |
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md5:224d99e1eba2fef92f9812031ed51e31
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19.2 MB | Download |
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md5:6eaca3297e117ff723492a90eb4f5a0c
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19.2 MB | Download |
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md5:9ee911829cd5137b9e26d5e9997e7579
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19.2 MB | Download |
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md5:85025f76cf1fefa4eb1fea260044ea53
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18.9 MB | Download |
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md5:3a771ffa6a01f73388e75e862f0d87f0
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19.3 MB | Download |
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md5:c97068cf834b3ce273028c84511b7d88
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19.2 MB | Download |
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md5:7d28b0d78e6332809024a42486fbd6b1
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19.3 MB | Download |
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md5:20da9534a699f752923ac9aafc1d1f06
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19.6 MB | Download |
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md5:e7b5b60fbc0959c1d66383a079ddef43
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19.4 MB | Download |
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md5:154e37bf6d660fa91aff086960584a25
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19.1 MB | Download |
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md5:2b3a597582ec1c2b1625c2f3c7ee46c2
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19.0 MB | Download |
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md5:4ee04d55107600f939a855f19a6d4a24
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19.1 MB | Download |
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md5:25d0aac137aed9c9c09b3a06cc814f93
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19.3 MB | Download |
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md5:5829789224481b903bfbd04edf93d2a6
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19.5 MB | Download |
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md5:49784725cd5323830a1d367ecc91a76c
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19.7 MB | Download |
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md5:5ba80e0f0eb4f8f957d3be0bf1e2a3a0
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19.2 MB | Download |
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md5:9977fe9db783126d1fd32e41bf4785a8
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19.4 MB | Download |
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md5:7764492991e1927a51e93a896a133224
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19.6 MB | Download |
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md5:76bd02255441f1e4514e04f361ac4378
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19.4 MB | Download |
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md5:0bb865af052a6e56b0b94721b1bdbf86
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18.9 MB | Download |
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md5:b8c4b63a2886582135eb7390cd113e56
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19.1 MB | Download |
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md5:784fef775320a94613ae7583b4dec9f5
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19.4 MB | Download |
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md5:26e97ff8e62d5871e06121010bc9fe4b
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19.3 MB | Download |
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md5:9ca209491c43f8d7e7d23425c5e8a738
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19.3 MB | Download |
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md5:01b5a604528a91ff836e42006dd51e26
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18.9 MB | Download |
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md5:bdbf28a1e21f78edb41b72bc28757d88
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19.1 MB | Download |
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md5:66e2367f4fabee887a7f04f2e52a7f17
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19.1 MB | Download |
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md5:fa088f44928e65030324ee60541d0b6e
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19.4 MB | Download |
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md5:f08bfc5c71384283d26c07973e6c811b
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19.3 MB | Download |
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md5:bab76741c7a0c52d575256489f2bf5cc
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19.4 MB | Download |
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md5:91a327c17cdf34211866228ea037edaf
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19.3 MB | Download |
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md5:6a257fe889d6b62bf7f1f15e444a1f3d
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19.3 MB | Download |
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md5:eda239df500347e2a113f46aee92ee96
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19.5 MB | Download |
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md5:098211e88b5f9703887c633a365841ad
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19.3 MB | Download |
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md5:5d361ea0299f24c1026be31b2243d5f1
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19.1 MB | Download |
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md5:a81b26decc6e506b4327a144b1c68458
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19.3 MB | Download |
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md5:cddc3987dc64ec857916ac16b8cfb31f
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19.5 MB | Download |
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md5:e3f1f04c0c2997fad4b338911268a282
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19.6 MB | Download |
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md5:9d3bf178ecc3a0922b641fbb7852d57d
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19.3 MB | Download |
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md5:db43d7e3178e8cc317cadd9e40a620c7
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19.3 MB | Download |
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md5:b643d26c2cc9c3fc1ab4e195189429bc
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19.5 MB | Download |
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md5:b4f924508bff9ebc004d1bfefff18491
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19.4 MB | Download |
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md5:2f938b818350f72d242f004416f980b2
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19.3 MB | Download |
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md5:c1142cff455f4c8c64889c866f419262
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19.6 MB | Download |
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md5:8409e6442d7bc858db8b4db872032ae4
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19.4 MB | Download |
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md5:34bd1b56cdf16776d9012a9f3205ba62
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19.4 MB | Download |
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md5:7d7cc3e3f95568673246fa6490f2e388
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19.3 MB | Download |
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md5:a34b82c6a7357f312d07c3bab84b0a0c
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19.5 MB | Download |
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md5:4a6dd340c380e6140c3924df5a543698
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19.4 MB | Download |
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md5:1f42000fe010c720b970a1b321022904
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19.4 MB | Download |
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md5:68155ef0c218cc96af1d3fed6754787a
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19.1 MB | Download |
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19.4 MB | Download |
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md5:9bd26138717b48d5bcdd4248c31475ca
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19.6 MB | Download |
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md5:5703c61124adfb0ee92946c1f74ea982
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19.4 MB | Download |
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md5:c6c95b983f487847e9ec3febf7ddebbf
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19.8 MB | Download |
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md5:1d775b9576968a90b422623a28987ab4
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19.2 MB | Download |
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md5:def8e4347a48349bbf9bb4479b923e55
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19.3 MB | Download |
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md5:01aa0b895f4143895e933115931375c5
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19.1 MB | Download |
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md5:670b5557dd58e436b5db6cb0ea9cccf3
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19.0 MB | Download |
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md5:026abbaf941e2a180b4475c2f2da84d5
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19.3 MB | Download |
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md5:e9d4aba62656b647608e51776c22188d
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19.2 MB | Download |
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md5:4c3c142c93464eb3f353e5dfaf8c98a7
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19.1 MB | Download |
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md5:36faebfb66f6bb2f285defb8d01e6091
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19.4 MB | Download |
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md5:a83bf64aacb80f9a589d40f6c5fa3755
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19.2 MB | Download |
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md5:75950fdcb23661615321ec84842a6c51
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19.0 MB | Download |
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md5:71cc676ee7e621a2ce04a520e41582dd
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19.1 MB | Download |
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md5:e74f8a50be7bb3494706102a0969167c
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19.6 MB | Download |
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md5:2fd5c866996a1c215af1ec02c6d76666
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19.6 MB | Download |
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md5:b2930c0f007fe4dd7ebfa703ae91ff73
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19.4 MB | Download |
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md5:a01900e7fcf814205890443c160e7f24
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19.1 MB | Download |
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md5:f5567b88d3b2b058b7d3fb1a8d23bd16
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19.5 MB | Download |
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md5:9202d5bc842325c8169d9cf2fd6806c0
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18.9 MB | Download |
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md5:5dfd772f483d635a68d77b962dbbdcb6
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19.4 MB | Download |
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md5:5a09810d3acebd580533fe6535e900e3
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19.0 MB | Download |
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md5:744899304ddbaadcfab162ad3634bf8d
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19.3 MB | Download |
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md5:d044ae6a5792ec166192ecbf78a30e2d
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19.3 MB | Download |
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md5:e63b2f9e7af752c25dddc1cf7ef98050
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19.0 MB | Download |
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md5:71e6f576af08815954e78511fc10d35e
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19.5 MB | Download |
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md5:8148e100ad81228ad56eafa8d3a92d8f
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18.9 MB | Download |
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md5:d705c0856adf354715854061dab678d4
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19.4 MB | Download |
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md5:353f8da5f074754b343aae7d1e591e76
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19.4 MB | Download |
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md5:e9cf09befa1432d20306ea69e48af100
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19.6 MB | Download |
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md5:89f48ad58700595b9c16fd9526e62a7a
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19.4 MB | Download |
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md5:1a252705a6c4074e1679daa3d96a1804
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19.2 MB | Download |
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md5:3bdcd0928e924096d30d024349f0fc0a
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19.6 MB | Download |
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md5:b73e4cc652df004969e65970be393f52
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19.5 MB | Download |
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md5:96e42d1d40dcd3f46a0103269088e69b
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19.3 MB | Download |
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md5:cdc113a1ec2474af8c7c1618e6dbb976
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18.9 MB | Download |
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md5:eefbab6ca1451c20f23dd1355c5a2ebb
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19.5 MB | Download |
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md5:d3c6331ece3fb220fa952b1fb70dbba2
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19.5 MB | Download |
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md5:898e4f5116df6df8708437d0b79b9d47
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19.4 MB | Download |
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md5:e20b4585ffcea4c1e5d13ec67b0d70bd
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19.3 MB | Download |
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md5:58fdabf1f89dd3d1b2207ac2bf8cb4da
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19.3 MB | Download |
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md5:95fcd543aed3c53722c71704109d704b
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19.6 MB | Download |
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md5:40436529b3d0ce2141fec34e963ff1fb
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19.6 MB | Download |
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md5:c6f842fcc1bedda10b9bb1ad60cf864e
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19.5 MB | Download |
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md5:f731441720d5196b71fc090eba350a9d
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19.3 MB | Download |
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md5:749becd36b444da3e94768a98d32c604
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19.1 MB | Download |
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md5:504196078c5f9220561ab09f01507bac
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19.5 MB | Download |
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md5:b68d1fbec023838749e470ff1812426f
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19.4 MB | Download |
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md5:3fefbf59b690dda168878c04fae2f858
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19.7 MB | Download |
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md5:f0b04331bdba91b249cd72a557fb4098
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19.5 MB | Download |
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md5:49e4d26249c32be55c31b4b63c767d9e
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19.5 MB | Download |
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md5:b107080cded5cf620314182dcb6eab7d
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19.5 MB | Download |
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md5:9e784b09ff745e4e918ef53b98b129e2
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19.5 MB | Download |
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md5:b83cdc7a6728f71240036fa361133c29
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19.7 MB | Download |
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md5:5cb80f81aa0a76846676a60bd5f71be4
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19.4 MB | Download |
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md5:d6ba7665a4fe4afa3c338a30fd18e089
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19.7 MB | Download |
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md5:bf26e7e3b852ede5faa53cd1abe90e5e
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19.0 MB | Download |
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md5:67045f1c5ad9120c1c14f497487d7b23
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19.3 MB | Download |
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md5:e3c2d030594e7a8e727bc52865593e1a
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19.5 MB | Download |
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md5:81e5f27603074c9bd9cf754cf434de2b
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19.1 MB | Download |
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md5:350a785824ae2e8cbb31f3c11a52be8f
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19.1 MB | Download |
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md5:eaeb0deaa28a7bd06b06ffdfac02006c
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19.5 MB | Download |
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md5:97ad0613a43c62edda121557ee5b90f9
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19.7 MB | Download |
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md5:c26019521a3fedae8e3a57ab15ed567e
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19.4 MB | Download |
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md5:34a78f15a06369cb4ebc7511221858d9
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19.2 MB | Download |
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md5:c87be33a3d1a946f4bf0f8661a3c27b6
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19.3 MB | Download |
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md5:7e367489f15038c9b9923086b107004c
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19.1 MB | Download |
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md5:aa1d05bdf74a77d71b4c8bc161288868
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18.9 MB | Download |
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md5:698a90c832242e5aeb3e913a847744ab
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19.0 MB | Download |
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md5:ddbc1c9a84a4ad3976ac932451c579b4
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19.4 MB | Download |
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md5:ff2c6cf480669ba343779d96337ec7aa
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19.4 MB | Download |
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md5:68a2e4b80c6181e2a6f57ef8d39a9a17
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19.4 MB | Download |
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md5:cb071f31354b96ab37706e10f18253a9
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19.3 MB | Download |
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md5:71b33693cb0f9c95d36ef111056dbc1e
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19.4 MB | Download |
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md5:5598a4cb6bdfa1a02a7292ca836a7dad
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18.9 MB | Download |
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md5:8705c6485efdd0bd8ea63656495e11ff
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19.6 MB | Download |
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md5:aff08eb3c58e1dab29881f05b7de81ab
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19.2 MB | Download |
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md5:da23b7db6687d25e59ce408b579e58b0
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19.6 MB | Download |
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md5:130a275f4948ff2d7f7b3cf603e0d45f
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19.2 MB | Download |
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md5:63ef2aab08002503d712b79438ab0201
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19.6 MB | Download |
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md5:9bfe61392ef0ed6e528c3a09b6772c25
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19.1 MB | Download |
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md5:fbc3ddf4d76d6ba5ca1b9387fa564801
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19.3 MB | Download |
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md5:5136ba5c3149370db88704bb8c66e6e5
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19.5 MB | Download |
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md5:58871805a700a8a223b4bb966faf4128
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19.6 MB | Download |
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md5:f78d267e82c1a493035013e23f25a184
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19.3 MB | Download |
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md5:8f9fd5de2ecc2dbe47d5e6d19bc6aac6
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19.6 MB | Download |
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md5:619991930c76bfb7e5b83eb233a9a0bb
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19.4 MB | Download |
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md5:6535b6d4c5d959440198bf1fb9832e9d
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19.4 MB | Download |
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md5:8197f5d878cce40a165a1b64c9e21857
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19.3 MB | Download |
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md5:517d5783b7b5147253d1ec04f6ca30ca
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19.6 MB | Download |
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md5:dbb1b442f22fa1da4d2447ec6a369931
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19.1 MB | Download |
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md5:ad63cda3638273571ac8c2e7b877944f
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19.5 MB | Download |
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md5:5e61564894b24becf350b3ca12de38f8
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19.8 MB | Download |
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md5:5bd0b1a8ea3417aa617ee1ae92e5ce65
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19.5 MB | Download |
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md5:dc70ee0e576979633876730abb855a66
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19.5 MB | Download |
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md5:93e1ab70d5bd58f48e5756097ce53d2c
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19.6 MB | Download |
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md5:a7a62acb26ea9d98dcce3902770a7349
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19.7 MB | Download |
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md5:140a678de9813b4679a29f2ca1413f1e
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19.3 MB | Download |
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md5:83daa1b74d062cacc81a6e4047ceeea5
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19.8 MB | Download |
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md5:29dd60fd49b58aef7057477da3a28e68
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19.3 MB | Download |
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md5:3a2b06f82974472f60f7c3138f778736
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19.5 MB | Download |
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md5:1270f53d59ff15b2f975ea621166eae8
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19.2 MB | Download |
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md5:5d4674fce3c3315a4b6bdf15351c900f
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19.8 MB | Download |
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md5:05a659d25292f46bc2fe7021ae4e9e48
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19.6 MB | Download |
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md5:7faea003f6b93646ec98349852a84289
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19.9 MB | Download |
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md5:cab17b75f1fca3024300a2231a2bd539
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19.1 MB | Download |
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md5:422f86940cff73615605e2da7f224bf5
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19.6 MB | Download |
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md5:256a59415c143b0456ff1d7fc32196e2
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19.4 MB | Download |
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md5:6035a5403f20f6255016fd25b0978e6e
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19.4 MB | Download |
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md5:cb0705d41334984a6f17aff729718a9d
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19.3 MB | Download |
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md5:4b9406a50c0846c0698d2867c978dc88
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19.3 MB | Download |
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md5:f8ae97460289cdeee93900ff2f69f672
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19.8 MB | Download |
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md5:15d0a833d87d7dcebf11b104e542d4f1
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19.1 MB | Download |
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md5:d70f0b3be87d30132b3912c9d52b6dc8
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19.5 MB | Download |
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md5:7f2ae5b5f261274b9a91f6d05fe3c6cb
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19.3 MB | Download |
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md5:f69ef95d36eddfbc8691b7b4c57b5438
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19.5 MB | Download |
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md5:ce4960363e56ace037b337876497be1f
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19.0 MB | Download |
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md5:17855e3d2a2ea04cb66cc7adc46731b9
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19.0 MB | Download |
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md5:073cbbdd0764f0ed2e05d564559a6deb
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19.1 MB | Download |
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md5:fab64d32edd1c519f946f5429e2e01b8
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19.6 MB | Download |
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md5:49ed334dfbbb1a94000204795bc52be2
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18.8 MB | Download |
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md5:7ac9b82d0e18049cad356f4fe237d550
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19.3 MB | Download |
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md5:2d4ae36b0ea4371418a50d217391f543
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19.6 MB | Download |
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md5:db43dbd12df3a98b65916c705dd1a162
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19.4 MB | Download |
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md5:887ac1ba60e338e8638e381ca09699e1
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19.6 MB | Download |
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md5:e138de8e384ae1dad95d8456da36b229
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19.1 MB | Download |
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md5:c4f4ee202f62291256a5a18127e958d9
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19.7 MB | Download |
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md5:145e81f79a69af55323d0b02cb4834e2
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19.4 MB | Download |
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md5:feb7ddc6ce4146304e942d119dbcb719
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19.6 MB | Download |
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md5:b665e4d2cf090a32d578d069840d84fa
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19.4 MB | Download |
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md5:f9245f9e1396caf62631a2640c14aa70
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19.5 MB | Download |
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md5:00419e3bb16396372a4570d910902a23
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19.6 MB | Download |
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md5:587782db9c08aa055426cd890c2d23a8
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19.6 MB | Download |
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md5:1b2c62138e2f2b97463f202f89c08271
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19.6 MB | Download |
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md5:894eaf2ee35358f810525b3d7363de44
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19.5 MB | Download |
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md5:ab2605c4f465f7373ef1e8a266456453
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19.1 MB | Download |
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md5:874aad7a0ddc6278f494dc64986f61cf
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19.2 MB | Download |
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md5:bab1a6fa8280e0127d588ac12ac65dd1
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19.5 MB | Download |
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md5:7ef87225504ff53282d43da3dee33d32
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19.8 MB | Download |
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md5:0d41f57d50eb83160752f834daec604f
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19.6 MB | Download |
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md5:87768773106875bbd0418b2660c357e9
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19.6 MB | Download |
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md5:bc1d86f6c7119f14d2ca3545b98be484
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19.1 MB | Download |
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md5:5559309d16e54a38c98f9e8349c41feb
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19.4 MB | Download |
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md5:9140845b65bfa2ede0d6c534d312121c
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19.8 MB | Download |
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md5:93bdbfec12c7e8587dcd33f8bba11c2d
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19.6 MB | Download |
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md5:a5b58631ef16f9d10dff186bcbedddb1
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19.7 MB | Download |
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md5:f084d63e7ad96088c9f981d70d5b4e10
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19.6 MB | Download |
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md5:db7a1fa64f60ad9295b03a7b7185bd6d
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19.2 MB | Download |
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md5:9c65acb6dc17d7dbc0f2fbef0a30f2c2
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19.7 MB | Download |
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md5:029fbaabeee24343856ba06fb52df317
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19.7 MB | Download |
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md5:6bf0e37d4f5a7766f2ee5d5140970039
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19.3 MB | Download |
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md5:3af62cc83fdb7c5721d29a7d4b66a204
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19.2 MB | Download |
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md5:a718116be0b757f2289aacb7a3491c4f
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19.4 MB | Download |
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md5:57abed15f02b31426422195f4c3e1e2e
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19.3 MB | Download |
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md5:9d443a3acc9b0361eae4ac9ebaa57d8e
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20.0 MB | Download |
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md5:27fc7f3e8ea68a3ac99e3b63c8b49f17
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19.6 MB | Download |
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md5:518ce30041fd71fe886f43ee9e7ff2ad
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19.3 MB | Download |
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md5:f7e3ca4a0fa8509f15d8eda771e4c712
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19.5 MB | Download |
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md5:268ede426b4111c6b0805134c07d7c57
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19.6 MB | Download |
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md5:f9c193cafdfe12404c68aac3a0e6c62a
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19.4 MB | Download |
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md5:34a2cbd7220da302c9bcf127ab88bec3
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19.2 MB | Download |
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md5:2fdfc5a4c6401fd9ea1641ba6a57f992
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19.0 MB | Download |
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md5:1283cfabbb139a5c71bcdf7bc25a7b2b
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19.3 MB | Download |
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md5:1b08222bf5e624bcb6c68f83dd92b9eb
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19.5 MB | Download |
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md5:b6d5d81b84f46f1c6e90148b1bfe1b29
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19.8 MB | Download |
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md5:3bd299aa91ad142d4a080070f8b96af0
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19.1 MB | Download |
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md5:58a9e2cd689790fb8be50c2e154a8f25
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19.6 MB | Download |
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md5:95bfb46fc6e195e56ce58174976c5cb1
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19.5 MB | Download |
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md5:fe118dd7e6a501bb1163cfef9ad8fd17
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19.1 MB | Download |