diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b9ed7ab --- /dev/null +++ b/.gitattributes @@ -0,0 +1 @@ +*pyd binary \ No newline at end of file diff --git a/.github/workflows/publish-to-pypi.yml b/.github/workflows/publish-to-pypi.yml new file mode 100644 index 0000000..6bbf4cd --- /dev/null +++ b/.github/workflows/publish-to-pypi.yml @@ -0,0 +1,31 @@ +name: Publish Python 🐍 distributions 📦 to PyPI + +on: + - push + +jobs: + build-n-publish: + name: Build and publish Python 🐍 distributions 📦 to PyPI and TestPyPI + runs-on: ubuntu-18.04 + + strategy: + matrix: + python-version: [3.8] + + steps: + - uses: actions/checkout@master + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v1 + with: + python-version: ${{ matrix.python-version }} + - name: Install dependencies + run: | + python -m pip install --upgrade pip setuptools wheel twine apu + python -m pip install -r requirements.txt + - name: Publish distribution 📦 to PyPI + env: + TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }} + TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }} + run: | + python setup.py sdist bdist_wheel + twine upload dist/* diff --git a/.gitignore b/.gitignore index 5448622..d895de3 100644 --- a/.gitignore +++ b/.gitignore @@ -1,9 +1,9 @@ -# Compiled files -*.py[cod] -*.a -*.o -*.so -__pycache__ +*None +*__py**__ +[Bb]uild +*.json + +.vscode* # ipynb stuff .ipynb_checkpoints/ @@ -16,3 +16,5 @@ docs/.ipynb_checkpoints/ # Mac OSX .DS_Store +[Dd]ist/ +*egg* diff --git a/LICENSE.md b/LICENSE.md deleted file mode 100644 index cf5b3c9..0000000 --- a/LICENSE.md +++ /dev/null @@ -1,7 +0,0 @@ -Copyright 2018 [Ari Silburt, Charles Zhu] - -Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/License b/License new file mode 100644 index 0000000..b7499db --- /dev/null +++ b/License @@ -0,0 +1,20 @@ +Copyright (c) 2021 Anton Feldmann + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. \ No newline at end of file diff --git a/README.md b/README.md index b8256f2..0289926 100644 --- a/README.md +++ b/README.md @@ -1,130 +1 @@ -# DeepMoon - Lunar Crater Counting Through Deep Learning -Center for Planetary Sciences / Department of Astronomy & Astrophysics / Canadian Institute for Theoretical Astrophysics -University of Toronto - -DeepMoon is a TensorFlow-based pipeline for training a convolutional neural -network (CNN) to recognize craters on the Moon, and determine their positions and -radii. It is the companion repo to the paper -[Lunar Crater Identification via Deep Learning](https://arxiv.org/abs/1803.02192), which -describes the motivation and development of the code, as well as results. - -## Getting Started - -### Overview - -The DeepMoon pipeline trains a neural net using data derived from a global -digital elevation map (DEM) and catalogue of craters. The code is divided into -three parts. The first generates a set images of the Moon randomly cropped -from the DEM, with corresponding crater positions and radii. The second -trains a convnet using this data. The third validates the convnet's -predictions. - -To first order, our CNN activates regions with high negative gradients, i.e. -pixels that decrease in value as you move across the image. Below illustrates -two examples of this, the first is a genuine DEM Lunar image from our dataset, -the second is a sample image taken from the web. -![CNN1](docs/CNN1.png?raw=true) -![CNN2](docs/CNN2.png?raw=true) - -### Dependences - -DeepMoon requires the following packages to function: - -- [Python](https://www.python.org/) version 2.7 or 3.5+ -- [Cartopy](http://scitools.org.uk/cartopy/) >= 0.14.2. Cartopy itself has a -number of [dependencies](http://scitools.org.uk/cartopy/docs/latest/installing.html#installing), -including the GEOS and Proj.4.x libraries. (For Ubuntu systems, these can be -installed through the `libgeos++-dev` and `libproj-dev` packages, -respectively.) -- [h5py](http://www.h5py.org/) >= 2.6.0 -- [Keras](https://keras.io/) 1.2.2 [(documentation)](https://faroit.github.io/keras-docs/1.2.2/); - also tested with Keras >= 2.0.2 -- [Numpy](http://www.numpy.org/) >= 1.12 -- [OpenCV](https://pypi.python.org/pypi/opencv-python) >= 3.2.0.6 -- [*pandas*](https://pandas.pydata.org/) >= 0.19.1 -- [Pillow](https://python-pillow.org/) >= 3.1.2 -- [PyTables](http://www.pytables.org/) >=3.4.2 -- [TensorFlow](https://www.tensorflow.org/) 0.10.0rc0, also tested with - TensorFlow >= 1.0 - -This list can also be found in the `requirements.txt`. - -### Data Sources -Our train, validation and test datasets, global DEM, post-processed -crater distribution on the test set, best model, and sample output -images can be found [on Zenodo](https://doi.org/10.5281/zenodo.1133969). - -Examples of how to read these data can be found in the -`docs/Using Zenodo Data.ipynb` IPython notebook. - -#### Digital Elevation Maps - -We use the [LRO-Kaguya merged 59 m/pixel DEM][lola dem]. The DEM was -downsampled to 118 m/pixel and converted to 16-bit GeoTiff with the USGS -Astrogeology Cloud Processing service, and then rescaled to 8-bit PNG using -the [GDAL](http://www.gdal.org/) library: - -``` -gdal_translate -of PNG -scale -21138 21138 -co worldfile=no - LunarLROLrocKaguya_118mperpix_int16.tif LunarLROLrocKaguya_118mperpix.png -``` - -#### Crater Catalogues - -For the ground truth longitude / latitude locations and sizes of craters, we -combine the [LROC Craters 5 to 20 km diameter][lroc cat] dataset with the -[Head et al. 2010 >= 20 km diameter][head cat] one ([alternate download -link][head cat2]). The LROC dataset was converted from ESRI shapefile to .csv. -They can be found under the `catalogues` folder of the repo, and have had their -formatting slightly modified to be read into *pandas*. - -During initial testing, we also used the [Salamunićcar LU78287GT -catalogue][sala cat]. - -### Running DeepMoon - -Each stage of DeepMoon has a corresponding script: `run_input_data_gen.py` for -generating input data, `run_model_training.py` to build and train the convnet, -and `run_get_unique_craters.py` to validate predictions and generate a crater -atlas. User-defined parameters, and instructions on on how to use each script, -can be found in the scripts themselves. - -We recommend copying these scripts into a new working directory (and appending -this repo to your Python path) instead of modifying them in the repo. - -Our model with default parameters was trained on a 16GB Tesla P100 GPU, however -12GB GPUs are more standard. Therefore, our default model may not run on many -systems without reducing the batch size, number of filters, etc., which can -affect final model convergence. - -### Quick Usage - -See `docs/Using Zenodo Data.ipynb` for basic examples on generating sample -datasets, loading a pre-trained CNN and using it to make predictions on -samples. - -## Authors - -* **Ari Silburt** - convnet architecture, crater extraction and post-processing - [silburt](https://github.com/silburt) -* **Charles Zhu** - input image generation, data ingestion and post-processing - [cczhu](https://github.com/cczhu) - -### Contributors - -* Mohamad Ali-Dib - [malidib](https://github.com/malidib/) -* Kristen Menou - [kmenou](https://www.kaggle.com/kmenou) -* Alan Jackson - -## License - -Copyright 2018 Ari Silburt, Charles Zhu and contributors. - -DeepMoon is free software made available under the MIT License. For details see -the LICENSE.md file. - -[lola dem]: https://astrogeology.usgs.gov/search/map/Moon/LRO/LOLA/Lunar_LRO_LrocKaguya_DEMmerge_60N60S_512ppd -[lroc cat]: http://wms.lroc.asu.edu/lroc/rdr_product_select?filter%5Btext%5D=&filter%5Blat%5D=&filter%5Blon%5D=&filter%5Brad%5D=&filter%5Bwest%5D=&filter%5Beast%5D=&filter%5Bsouth%5D=&filter%5Bnorth%5D=&filter%5Btopographic%5D=either&filter%5Bprefix%5D%5B%5DSHAPEFILE&show_thumbs=0&per_page=100&commit=Search -[head cat]: http://science.sciencemag.org/content/329/5998/1504/tab-figures-data -[head cat2]: http://www.planetary.brown.edu/html_pages/LOLAcraters.html -[sala cat]: https://astrogeology.usgs.gov/search/map/Moon/Research/Craters/GoranSalamuniccar_MoonCraters +https://github.com/silburt/DeepMoon/ \ No newline at end of file diff --git a/catalogues/HeadCraters.csv b/catalogues/HeadCraters.csv deleted file mode 100644 index 0d4df22..0000000 --- a/catalogues/HeadCraters.csv +++ /dev/null @@ -1 +0,0 @@ -Lon,Lat,Diam_km 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-1915,1915,5.23724729654,126.058267006,53.9104624763,standard -1916,1916,13.3539374904,123.512626738,54.5637780377,standard -1917,1917,10.784583561,123.514808092,53.4534687865,standard -1918,1918,5.60455667193,123.089444037,53.359670559,standard -1919,1919,13.3364695487,123.064358465,52.5482068233,standard -1920,1920,11.8046489305,123.992524646,51.6091338712,standard -1921,1921,5.46875381121,122.749152793,51.0965156511,standard -1922,1922,8.83967429654,124.315365057,51.9657852711,? -1923,1923,16.5859031811,127.248195682,52.866684526,standard -1924,1924,10.5902388763,130.592211561,52.5460254692,standard -1925,1925,12.1923858023,131.147366186,52.4347764087,standard -1926,1926,16.2981141883,130.070867924,51.4062679373,standard -1927,1927,14.5288656646,132.075532368,51.4749805923,? -1928,1928,5.4992088139,132.755024179,51.0845182034,standard -1929,1929,11.8403318892,134.999637577,51.5731415281,standard -1930,1930,16.6404386364,135.790378448,51.9003446473,? -1931,1931,8.30636160321,137.264973839,51.3179230951,standard -1932,1932,6.54126606118,136.279001773,51.0474351832,? -1933,1933,8.23593927028,138.812644593,52.508942449,standard -1934,1934,6.18986219756,138.993696985,50.9154632584,standard -1935,1935,5.99341093902,139.267456928,50.772584563,standard -1936,1936,13.0549633062,141.196864655,51.3102883556,standard -1937,1937,10.6172637462,142.051955473,51.2175808052,standard -1938,1938,6.94943439496,142.455505986,52.0105030307,standard -1939,1939,12.2668543181,143.442568729,52.1991901628,standard -1940,1940,5.28199431755,143.354223887,51.4029959061,standard -1941,1941,12.8942048522,142.730356607,50.8642014364,standard -1942,1942,9.02819430969,143.59853555,50.9678157575,standard -1943,1943,9.73309054043,145.129846147,50.9863572676,? -1944,1944,12.5511179417,147.211948663,51.0201682566,standard -1945,1945,11.6154831586,147.566418709,50.7933074273,? -1946,1946,6.11712267335,149.018109881,50.9100098731,standard -1947,1947,7.17532387117,149.985540437,52.0574021445,standard -1948,1948,12.8763511596,150.020442103,51.1226919006,standard -1949,1949,7.8753469135,150.049890383,50.4682856622,standard -1950,1950,8.05131653214,149.563448413,50.3603086328,? -1951,1951,5.1162073989,150.364005378,49.6415524476,standard -1952,1952,7.63915791299,149.019200558,49.749529477,standard -1953,1953,11.236489661,150.67157631,49.3699738587,standard -1954,1954,9.33932253642,149.02574462,49.1540198,standard -1955,1955,7.83437601961,145.086219065,50.4170238402,standard -1956,1956,8.77091078199,145.884594676,50.2621476971,standard -1957,1957,13.8786487135,146.112546182,49.9633021815,? -1958,1958,19.5212224727,145.539940724,49.3339815156,? -1959,1959,11.3254711345,144.078913934,49.5977049182,? -1960,1960,11.933720839,141.840364122,49.6699100513,standard -1961,1961,6.85419082696,140.709332007,50.5609932126,standard -1962,1962,9.36936127942,141.328836579,50.3035934255,? -1963,1963,8.27735485432,140.977332549,50.0153688176,? -1964,1964,5.34878595023,138.994787662,49.1452943835,standard -1965,1965,5.49219285377,138.17459851,50.7780379484,standard -1966,1966,10.1332657392,137.478746543,50.1454452512,standard -1967,1967,10.3541100603,136.586792044,50.0723516588,? -1968,1968,8.66216930037,135.765656435,49.9006791401,standard -1969,1969,13.5439587171,134.299786461,50.817938551,? -1970,1970,6.10809080581,133.045507837,50.2758720501,? -1971,1971,12.3160037196,132.672496281,50.1079077823,standard -1972,1972,7.26912299849,131.556733644,50.3969372042,? -1973,1973,15.59382769,129.898904507,50.4700125675,standard -1974,1974,10.2195244896,128.650079269,50.1384467401,standard -1975,1975,6.71030225397,127.647747047,50.8408427693,standard -1976,1976,17.4275353793,126.651958887,49.5036726888,standard -1977,1977,5.58743324814,124.605848715,50.2965949143,standard -1978,1978,9.1624735227,124.786901108,49.7250801328,standard -1979,1979,10.6288165284,122.499751305,50.5212743895,? -1980,1980,10.5798210555,125.195905007,47.8567503221,standard -1981,1981,5.03188978825,125.434763284,48.3399202615,standard -1982,1982,5.02589165997,128.028393342,47.7520453239,standard -1983,1983,8.91067011429,128.403586252,47.7171436579,standard -1984,1984,9.4655359818,130.39189054,48.0138078193,standard -1985,1985,9.57985931336,130.76708345,48.128328911,standard -1986,1986,12.3405167493,130.675466577,48.5482395807,standard -1987,1987,17.2614926076,131.798863953,47.6724258983,standard -1988,1988,17.836698782,132.674677635,47.9080121441,standard -1989,1989,8.39983526797,133.378164341,48.6976623385,standard -1990,1990,13.8317528275,134.581181143,48.8569011898,standard -1991,1991,10.2998248746,135.603145552,49.2833559219,standard -1992,1992,11.0612043393,135.954343567,47.90583079,? -1993,1993,6.80176879652,137.228254377,49.0444976448,standard -1994,1994,8.49848935223,138.502165188,47.4259328818,? -1995,1995,5.14295363764,138.892627577,48.6071361421,standard -1996,1996,8.73775955781,144.058074153,48.0836111514,? -1997,1997,7.43342768708,144.565238987,47.7607707404,standard -1998,1998,6.52497277297,145.867507402,48.5907759862,standard -1999,1999,6.24619253462,146.049650471,48.2537567734,standard -2000,2000,7.22746404245,146.298324842,48.9736036357,standard -2001,2001,8.25613065647,147.26139269,48.2504847422,? -2002,2002,6.2122364595,146.600442389,47.2841448635,standard -2003,2003,8.09584659853,147.329014668,48.0410747459,? -2004,2004,9.06116375344,147.355190917,47.7891283441,? -2005,2005,8.52566765898,148.720718601,48.3115626578,? -2006,2006,8.42341091788,150.159321649,49.0903060815,? -2007,2007,8.96537739265,151.017013577,53.1282941223,standard -2008,2008,12.3011776934,148.046129676,54.5264629841,? -2009,2009,6.2467105874,150.55455618,53.0473190917,standard -2010,2010,10.0407633356,129.884596618,47.2876964429,standard -2011,2011,16.6761445866,127.497932568,47.0159231038,standard -2012,2012,15.4151502798,134.086819192,51.1539224358,? -2013,2013,16.4748278153,133.695399483,51.4666559796,? -2014,2014,13.9436704182,133.824994378,51.9246762928,? -2015,2015,18.4249837587,135.227459678,52.2832813443,? -2016,2016,9.64668274049,133.045649736,52.0134399194,? -2017,2017,13.0070402984,122.630919965,44.4560843919,standard -2018,2018,12.2249604924,123.887452599,44.9173191805,? -2019,2019,6.82343806156,126.573221876,44.7495763237,standard -2020,2020,9.11971268841,127.519237876,45.9424740972,standard -2021,2021,19.2230951179,131.313133451,46.5804340786,? -2022,2022,8.2579501186,131.923783501,46.8928596859,standard -2023,2023,13.9516929211,131.941261857,45.2444322682,standard -2024,2024,5.71317005835,131.789418642,45.0204908363,standard -2025,2025,9.14758012344,133.306758392,46.6842118153,standard -2026,2026,7.45263784908,132.826103612,45.6923151318,standard -2027,2027,8.24650007389,132.961560868,45.5186239725,standard -2028,2028,8.01547498899,133.453139621,45.8627290995,standard -2029,2029,5.81597757365,134.410079593,46.7901743464,standard -2030,2030,6.39770532768,134.61217308,46.6295919538,standard -2031,2031,6.16005805309,135.129969367,46.266916074,standard -2032,2032,10.9047900036,135.621548119,46.8076527021,standard -2033,2033,19.0428922905,134.743260748,44.8773867994,standard -2034,2034,15.8709288929,136.527145422,47.0567192702,? -2035,2035,8.37755742348,137.056958078,46.6754726374,standard -2036,2036,14.8006107292,137.933060655,46.9584035196,standard -2037,2037,13.0432712717,138.30556811,46.2800248407,standard -2038,2038,5.97443703979,141.605700137,46.9179848222,standard -2039,2039,7.7699055245,140.949169403,45.6442496538,? -2040,2040,19.013189718,140.993957689,46.611021201,? -2041,2041,8.10404735296,142.502558261,46.7541252379,standard -2042,2042,6.82716268451,143.296731047,45.4137538386,standard -2043,2043,9.08819546661,142.233828543,44.9309142636,standard -2044,2044,8.02899748344,143.818896922,46.9551263279,standard -2045,2045,6.84124168168,145.192040238,46.1533067622,standard -2046,2046,8.16885990524,145.10464846,45.9424740972,standard -2047,2047,6.53363283567,145.466231942,45.8823922496,standard -2048,2048,7.85175816896,146.065958021,46.1970026514,standard -2049,2049,13.358398749,146.138056238,45.2859433629,standard -2050,2050,8.84124501379,146.67333088,46.5148902449,standard -2051,2051,5.6729368465,146.891810325,46.0943173119,standard -2052,2052,8.32050181981,147.076425457,45.7545817739,? -2053,2053,8.79945706378,147.696907083,45.3940906885,standard -2054,2054,8.89933932528,148.08033851,46.5596785312,standard -2055,2055,6.10907020829,149.011060949,46.2057418292,standard -2056,2056,15.2849223925,149.023077318,45.6486192427,standard -2057,2057,6.46152337873,148.272600422,45.2520790488,standard -2058,2058,6.94367199435,148.357807406,45.4017374691,? -2059,2059,14.1718028786,149.904641881,46.5170750393,standard -2060,2060,10.2375041952,149.491715729,44.8959575523,standard -2061,2061,11.7460433169,148.941147526,44.4852161944,standard -2062,2062,9.14074706727,148.804597872,44.315894624,standard -2063,2063,6.92913792714,148.544607332,43.8286854601,standard -2064,2064,11.5456025238,148.855940542,43.8843977188,standard -2065,2065,7.73580485321,144.684075527,44.3290033907,standard -2066,2066,14.7695887728,141.356633569,43.1907254787,standard -2067,2067,15.6714790569,139.323682327,44.531096878,standard -2068,2068,5.22092953308,136.538069394,44.1804373677,standard -2069,2069,10.7911441241,133.184409903,43.9652351137,standard -2070,2070,13.5122755347,133.847495021,43.8647345686,? -2071,2071,9.89364459557,132.315954106,43.0836705503,? -2072,2072,11.2891124114,132.495107252,44.6610921482,? -2073,2073,16.0399347464,130.733070522,44.5223577002,standard -2074,2074,7.71968548729,130.882728943,44.0777520282,standard -2075,2075,14.1581225272,130.899114901,42.8488051462,standard -2076,2076,5.3844703276,129.871169109,42.9252729522,standard -2077,2077,5.23791345651,129.388329534,43.5392001946,standard -2078,2078,6.00621606692,128.951370643,43.0192191138,standard -2079,2079,17.9867502029,126.868169128,43.2169430122,standard -2080,2080,9.91796000447,124.922609664,44.0122081945,standard -2081,2081,12.7390600306,125.292932325,43.8505334047,standard -2082,2082,15.9796241722,125.392340472,43.3731558158,standard -2083,2083,12.7781219488,122.640591854,43.3709710214,standard -2084,2084,12.2318427514,123.619379771,43.8570877881,standard -2085,2085,15.5872743646,123.774500177,43.2300517789,standard -2086,2086,14.2336065186,122.492025831,42.4500801578,standard -2087,2087,5.06775906763,126.081643123,41.1282795114,standard -2088,2088,5.70935350585,127.286557266,42.5309175527,standard -2089,2089,6.60104142291,129.297660564,41.4865858023,? -2090,2090,13.1375081193,131.332796601,42.1911820147,standard -2091,2091,12.1374340507,138.651858031,42.4500801578,standard -2092,2092,5.09634323508,138.215991537,41.8896803796,standard -2093,2093,6.97483381948,138.579759814,41.7662394928,standard -2094,2094,16.0700234625,140.070882031,41.1763449894,standard -2095,2095,7.00939055414,142.505835453,42.4806672802,standard -2096,2096,10.3027744689,142.653309079,41.6034723058,standard -2097,2097,6.69241448284,145.218257771,42.1911820147,standard -2098,2098,10.3445409077,146.829543683,42.795277682,? -2099,2099,5.4191338814,147.163817235,41.2670139594,standard -2100,2100,10.3956416937,148.822076228,42.3299164627,standard -2101,2101,16.7657113136,149.882793937,39.7190870867,standard -2102,2102,5.0670385618,146.094360349,39.9026098211,standard -2103,2103,18.0369099955,142.004425125,39.4831292854,? -2104,2104,14.8323701594,137.500471352,39.9670612576,standard -2105,2105,6.76144176382,138.130784553,39.8174028373,standard -2106,2106,10.8686083142,135.53852593,39.4722053131,standard -2107,2107,9.10049423636,132.335617256,39.9714308465,standard -2108,2108,13.5486279021,131.215910097,40.3057043984,? -2109,2109,18.1447594081,130.19779588,39.6764835948,standard -2110,2110,7.03669573511,128.086192038,39.9288273546,standard -2111,2111,8.78776397965,127.027659123,40.7208153452,standard -2112,2112,8.71787803551,127.257062541,40.0500834469,? -2113,2113,9.81151168774,128.401894837,39.7289186618,? -2114,2114,10.5066652091,127.508313904,39.361873193,? -2115,2115,10.5801072388,126.911865017,39.6174941445,? -2116,2116,5.03757318621,126.033577645,39.6087549666,standard -2117,2117,9.36759885209,124.867989803,40.9032456823,standard -2118,2118,5.65332460824,125.344274994,39.5115316133,standard -2119,2119,8.62847613124,125.556200057,39.4427105879,? -2120,2120,16.5796398863,125.143273904,39.9714308465,? -2121,2121,5.73298666034,123.940544556,39.8632835209,standard -2122,2122,8.2573475191,122.500765009,38.5076185604,standard -2123,2123,6.8718676683,123.814918874,38.0138550131,standard -2124,2124,14.2090151711,123.148556565,37.095148944,standard -2125,2125,8.58970641457,125.843500528,38.44862911,standard -2126,2126,6.58416773446,126.689015982,37.4785803712,standard -2127,2127,8.46699453918,127.119420491,38.4235039738,standard -2128,2128,8.39764165209,127.603352463,38.903066357,standard -2129,2129,10.6569928244,128.345090181,39.2023831976,standard -2130,2130,10.3952217966,127.285464869,38.0466269299,standard -2131,2131,15.6441992331,127.738809719,37.8183159092,? -2132,2132,5.61606269083,126.557928315,38.6485378028,standard -2133,2133,14.6498837691,129.338079261,38.4704770546,? -2134,2134,15.6768566581,128.815913386,38.6288746527,? -2135,2135,8.83228460742,130.605260046,38.6703857474,standard -2136,2136,5.80483397144,129.234301525,37.5976516691,? -2137,2137,9.54444541709,131.108855169,37.9646971378,standard -2138,2138,7.50687070193,131.688918097,37.6063908469,standard -2139,2139,15.4542181489,131.302209478,37.5659721494,standard -2140,2140,9.56791864014,132.38149794,38.3448513733,standard -2141,2141,7.78954208196,130.539716213,37.2316985975,? -2142,2142,12.2059477553,133.133067233,37.7855439923,standard -2143,2143,6.38387568585,135.348448812,37.2895956506,standard -2144,2144,8.21141157061,137.150904239,39.2570030591,? -2145,2145,5.90922962113,136.987044655,37.5616025605,standard -2146,2146,7.93564055262,139.799967518,39.4186778489,? -2147,2147,17.4075949814,139.214442604,37.5605101633,standard -2148,2148,12.2171472389,141.011436045,38.9773493686,standard -2149,2149,8.19851473106,144.95062045,37.7669732395,standard -2150,2150,6.32881029516,145.685803785,38.8298757427,standard -2151,2151,5.06124909374,146.637281771,39.0123060799,standard -2152,2152,6.743040468,147.025082787,38.3011554842,standard -2153,2153,5.35042641069,147.963452006,38.6583693779,standard -2154,2154,7.09737659899,147.693629891,37.8008375535,standard -2155,2155,6.93049784938,150.325214814,38.5021565742,standard -2156,2156,11.8682019596,150.939142057,37.5812657106,standard -2157,2157,8.38019338951,149.551797577,37.5124446852,standard -2158,2158,6.32216449718,149.959261743,37.3977429763,? -2159,2159,9.68657004773,149.225170805,36.9159957985,standard -2160,2160,6.20743818621,147.679428727,37.310351198,standard -2161,2161,6.00163769534,144.109474585,36.2703890365,standard -2162,2162,9.27066504266,144.596683748,35.6040267271,standard -2163,2163,7.08314127997,142.773472774,35.6826793276,? -2164,2164,18.5652222815,141.574020617,35.7198208334,standard -2165,2165,5.23407867311,142.716668118,37.0645618216,standard -2166,2166,7.1476432107,140.89127235,36.2463562975,standard -2167,2167,16.1182336506,140.606156673,35.3757157064,standard -2168,2168,8.25043138472,140.040294909,35.612765905,standard -2169,2169,5.74569749235,139.515944239,35.9415774707,standard -2170,2170,18.1048870464,139.380486983,37.1803559278,standard -2171,2171,7.90002925538,138.634379676,35.8050278172,standard -2172,2172,14.6990576201,137.950539011,36.2638346531,standard -2173,2173,19.4239836646,137.130148692,36.9149034013,? -2174,2174,11.5785695355,135.455503741,36.765244981,standard -2175,2175,5.07348541387,136.019180711,36.7860005283,standard -2176,2176,10.8106550878,133.98950666,35.6466302191,standard -2177,2177,11.6663948667,131.598249127,37.167247161,? -2178,2178,15.2009945755,131.82983734,36.7193642974,? -2179,2179,10.3531184263,132.306122531,36.1884592444,? -2180,2180,8.87420806989,132.457965746,35.9306534984,? -2181,2181,5.71253113497,129.532525968,36.4440801958,standard -2182,2182,5.38580213151,129.201529608,36.1655189026,standard -2183,2183,16.9693936459,126.331802089,37.1148120941,? -2184,2184,13.4654878975,126.314323733,36.1840896554,standard -2185,2185,7.5589417028,126.784054541,35.6171354939,standard -2186,2186,13.8990534631,127.983506698,34.9933766764,standard -2187,2187,11.4112737944,127.7857828,34.5312926488,standard -2188,2188,9.24005151883,128.345090181,33.738212261,standard 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-3985,3985,5.50220468568,154.185649524,27.2239800881,? -3986,3986,11.7755167095,153.301607247,25.9916119262,standard -3987,3987,5.54951462472,153.406325472,26.3619837531,standard -3988,3988,10.6894972653,154.925290881,25.1152857288,standard -3989,3989,15.5950156132,153.899052277,25.4922713383,? -3990,3990,8.90187870159,156.778252312,26.0257831364,standard -3991,3991,16.2449355104,156.160965934,25.6631273893,standard -3992,3992,6.20770089638,156.948006066,25.2508682726,standard -3993,3993,5.89346206181,157.288615871,25.0282042576,standard -3994,3994,7.80628895507,157.838662126,25.2222085479,standard -3995,3995,9.86436462354,157.099020769,25.7579249403,? -3996,3996,5.16151100267,158.25202354,26.1999460788,standard -3997,3997,11.0049508735,159.204408237,25.840597223,standard -3998,3998,8.40214331561,159.944049594,26.2737999848,standard -3999,3999,10.9676870334,159.901060007,25.6476952299,standard -4000,4000,11.0971563193,160.167815906,25.2696073233,standard 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-4353,4353,14.969264243,160.526112583,11.7398833614,? -4354,4354,14.3242688194,158.717793502,13.8197164956,standard -4355,4355,7.94659905277,158.034571866,13.8498847237,standard -4356,4356,8.11887542841,158.432082636,12.7585047087,standard -4357,4357,7.81966254389,158.529685727,12.5118350793,standard -4358,4358,13.5565127392,158.14637177,12.6573524146,standard -4359,4359,12.6814592676,157.871308514,11.7966706142,standard -4360,4360,5.16084558032,157.654807113,12.3077558895,standard -4361,4361,18.467505618,157.101131398,12.7585047087,standard -4362,4362,12.0835030784,157.230677319,13.4843167837,standard -4363,4363,7.33446246778,157.567851632,13.7380848197,standard -4364,4364,10.7142230732,156.802998321,13.6227357124,? -4365,4365,7.9465508198,156.174789337,12.4106827852,standard -4366,4366,8.36528794818,156.428557373,12.6449302031,standard -4367,4367,9.46561854605,155.970710147,13.2678153824,standard -4368,4368,18.5173098179,156.142846507,12.9004728407,? -4369,4369,18.0694667144,157.929870369,11.1560394184,? -4370,4370,10.838593351,157.23245192,11.3228519735,standard -4371,4371,6.12642766766,156.100256067,11.7576293779,standard -4372,4372,14.1370005581,155.679675476,12.1143243096,standard -4373,4373,12.4543195263,155.237799665,11.7665023861,standard -4374,4374,9.22980713836,155.340726561,13.0246949563,standard -4375,4375,5.48049752303,155.10292994,12.5136096809,standard -4376,4376,6.59436382185,155.899726081,11.015845888,? -4377,4377,11.4651537792,152.833214429,13.5801452728,standard -4378,4378,12.659464996,153.706318441,12.472793843,standard -4379,4379,7.13201532039,154.291936985,12.756730107,standard -4380,4380,6.83409770605,154.034619746,12.2562924416,standard -4381,4381,13.7981865674,153.191683962,12.1107751063,standard -4382,4382,8.01500678058,152.824341421,11.6972929217,standard -4383,4383,8.547254962,152.251145087,12.4337526067,standard -4384,4384,9.62311067276,151.979631035,13.629834119,standard 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-4449,4449,8.38948436048,165.93154921,5.7399551813,standard -4450,4450,5.18703477486,168.052198183,6.54030052564,? -4451,4451,7.62178633664,166.219034678,5.81803765392,? -4452,4452,8.01986273872,165.439984553,8.44444809653,standard -4453,4453,15.8240041818,165.901380982,8.42670208003,standard -4454,4454,12.0394125948,165.41514013,7.57844249113,standard -4455,4455,10.9213023195,165.39384491,7.19690313629,standard -4456,4456,9.34790462154,165.321086243,6.92538908378,? -4457,4457,8.89059120588,165.30688943,5.57136802451,standard -4458,4458,11.110433516,165.077965817,6.92893828708,? -4459,4459,11.1283207308,164.47992506,7.59086470268,standard -4460,4460,8.34126729197,164.56510594,7.84285813704,? -4461,4461,13.7539510332,164.302464895,7.05493500426,standard -4462,4462,11.1708901479,163.956417574,6.89167165242,standard -4463,4463,13.6681572311,163.104608781,7.25369038911,standard -4464,4464,7.8409181207,163.475500526,8.04338812354,standard 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-5603,5603,6.55139698888,129.836316396,26.2251032356,standard -5604,5604,15.9398659269,130.439491011,27.3909956316,standard -5605,5605,12.6479890289,131.294601364,26.4991063382,standard -5606,5606,11.7973453211,130.051473194,24.9212898149,standard -5607,5607,18.9590741628,130.014694254,25.2247160694,standard -5608,5608,13.5713605045,129.948492163,25.421483398,? -5609,5609,5.43151450573,130.851415138,25.0316266347,standard -5610,5610,5.73611670505,131.67168485,25.971109787,standard -5611,5611,5.89985551241,131.031788135,26.5264918413,? -5612,5612,11.9491399677,132.613419637,26.0038807778,standard -5613,5613,6.8521335313,131.939027143,25.826227512,standard -5614,5614,7.61292494287,132.973900536,24.6775180457,standard -5615,5615,7.6492822675,136.680472072,26.569611566,standard -5616,5616,6.88495030222,135.112638881,24.6861419907,standard -5617,5617,6.19099962524,134.165729727,24.3739551837,standard -5618,5618,8.55620699198,134.60382613,24.2652934775,? -5619,5619,8.46672423749,137.870576474,26.6679245384,standard -5620,5620,7.16844508377,138.024082694,25.2173769991,standard -5621,5621,6.18931195843,137.84297985,24.8603456785,standard -5622,5622,17.6226150399,140.857911002,25.7813829983,standard -5623,5623,12.7301280754,141.073509625,25.1690829074,standard -5624,5624,8.60676086043,141.368448542,24.8292994767,standard -5625,5625,9.4332545481,140.876883681,24.6533709999,standard -5626,5626,6.47223371911,139.064130454,25.5519860628,? -5627,5627,10.8886989876,142.960428779,26.7093194741,standard -5628,5628,5.37102858828,142.341229532,26.2988196948,standard -5629,5629,7.40629805746,142.781050724,26.3816095663,standard -5630,5630,7.88177181715,142.553378578,25.4484987235,standard -5631,5631,6.28143638105,142.313632908,24.9517594949,? -5632,5632,17.523500239,146.170261086,25.7641351084,standard -5633,5633,13.2512642623,146.410006756,25.1811564303,? -5634,5634,7.03776841136,147.701873708,26.3246915297,standard 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-5716,5716,5.28787989443,124.656968034,21.0295893352,standard -5717,5717,14.2748921139,125.475430583,19.4427305734,standard -5718,5718,11.9521541557,125.584459126,20.0962061981,standard -5719,5719,6.39304950075,125.793603977,20.0016150981,standard -5720,5720,17.7411144652,126.17995671,19.6100879977,standard -5721,5721,6.55137692359,126.671521572,21.4935575731,standard -5722,5722,5.90584258414,126.818128636,20.3914174095,? -5723,5723,5.21186030928,127.145838544,20.5087030607,standard -5724,5724,15.9213460104,127.382134635,21.1072048396,standard -5725,5725,14.7038804282,127.963388524,21.0226901792,standard -5726,5726,8.48869194916,128.548091991,21.6677612609,standard -5727,5727,5.06809743109,128.920646413,21.6418894261,standard -5728,5728,6.21006826668,128.337667735,20.8553856473,standard -5729,5729,8.65106797287,128.065151075,19.570417851,? -5730,5730,5.44602539353,127.583934947,19.270304567,standard -5731,5731,12.1188039029,127.357987589,19.1495693378,? -5732,5732,7.81728678236,126.916441608,19.9257243826,? -5733,5733,5.25650211251,128.263501808,21.502181518,standard -5734,5734,11.0737792343,126.728439609,19.3030755577,standard -5735,5735,11.2724997294,127.013029792,18.9977879068,standard -5736,5736,10.5723773973,130.172843219,21.4021437567,standard -5737,5737,8.87793228339,129.303549568,19.1788907506,? -5738,5738,6.75062764135,129.469129311,19.2979011908,? -5739,5739,8.88924396989,130.823088667,19.9446970615,standard -5740,5740,16.247949493,131.214615768,20.4259131892,standard -5741,5741,8.60466085792,131.212890979,21.4469882704,? -5742,5742,11.0530430141,131.507829896,20.2896548591,? -5743,5743,9.71426007293,133.558604003,21.348675298,? -5744,5744,5.06845709582,132.818669527,20.7277512622,standard -5745,5745,5.66855159551,133.039442517,19.7032266031,standard -5746,5746,8.55609773921,133.139480279,19.6100879977,standard -5747,5747,11.3965560625,132.47198694,18.8856766226,standard -5748,5748,5.02401273965,134.619349231,20.3551968407,standard -5749,5749,6.20978143982,134.933260827,19.9239995936,standard -5750,5750,13.3171892393,134.898765047,19.6549325114,? -5751,5751,6.09382765442,136.237201302,18.8684287327,standard -5752,5752,5.77091558562,137.889549153,19.1340462369,standard -5753,5753,5.57563599737,137.591160658,18.9011997234,standard -5754,5754,5.11737743393,137.932668878,19.8463840891,standard -5755,5755,6.1624070858,137.45145275,20.1723692079,? -5756,5756,5.06481585477,137.922320144,19.4358843099,standard -5757,5757,7.08665892285,139.986892563,21.4711353162,standard -5758,5758,9.42932338774,140.764772397,19.2030377964,standard -5759,5759,5.33075595256,140.623339699,21.2382888028,standard -5760,5760,14.4634026721,141.223566267,20.6501357577,standard -5761,5761,8.73127569122,141.539202652,20.4259131892,standard -5762,5762,7.30937762243,142.273962761,19.9602201623,standard -5763,5763,6.37928958628,142.358477422,19.7359975939,standard -5764,5764,16.4022465338,142.644792394,19.4703800896,standard -5765,5765,7.81452575344,141.615093368,19.0374580535,standard -5766,5766,6.29489095598,142.080786395,18.961567338,standard -5767,5767,7.06429776256,143.415773072,20.5707954643,standard -5768,5768,9.7280564689,144.007375695,21.3848958668,? -5769,5769,5.89704688826,143.833172007,20.8364129685,? -5770,5770,6.01483581846,143.940108924,18.9305211363,standard -5771,5771,8.93854393917,144.022898796,20.4466106571,standard -5772,5772,14.4704091134,144.928413015,20.7174025283,standard -5773,5773,9.0031264579,145.799431454,20.0775058136,standard -5774,5774,8.6925521002,146.14611404,21.3003812064,standard -5775,5775,5.31786821163,146.075397692,20.7346504182,standard -5776,5776,6.60082708824,145.344087161,19.4772792456,standard -5777,5777,12.4077008176,145.054322611,19.3048003467,? -5778,5778,5.302335523,145.466547179,19.7463463278,? -5779,5779,5.96970521389,147.01713248,19.2289096313,? -5780,5780,6.7408909848,147.348291965,21.0140662343,standard -5781,5781,8.64778222851,145.614879032,19.1254222919,? -5782,5782,5.85460314724,148.600488771,20.7656966199,standard -5783,5783,8.13490919687,148.68672822,20.4776568589,standard -5784,5784,6.44452798011,149.950998549,21.1951690781,standard -5785,5785,9.67027237124,150.69955697,21.1899947111,standard -5786,5786,10.3723451353,150.252836622,21.500456729,? -5787,5787,7.56095645889,149.963072072,20.5294005285,standard -5788,5788,6.36981810363,150.113128714,19.5324724932,standard -5789,5789,6.73903140773,150.309754659,19.5393716492,standard -5790,5790,10.2290705038,151.19457141,19.5083254474,standard -5791,5791,6.01680927457,150.946201795,20.3776190975,? -5792,5792,15.659720853,150.019990108,19.0133110077,standard -5793,5793,16.6844141395,149.383542972,19.2237352643,standard -5794,5794,7.00285919087,149.221412807,18.4355066966,standard -5795,5795,11.8591222955,148.264154918,17.773187725,standard -5796,5796,6.58700484243,145.521740427,17.9870615596,standard -5797,5797,9.06506143472,145.821853711,18.5562419258,? -5798,5798,11.0793641982,142.58269999,18.7045737788,standard -5799,5799,8.46678417375,143.310560943,17.5972592482,standard -5800,5800,10.9145946069,143.850419897,17.5955344592,? -5801,5801,11.2822910396,141.834141569,17.4972214869,standard -5802,5802,11.8065147744,143.962531181,17.4299547163,? -5803,5803,10.6351659017,141.647864359,17.7473158902,standard -5804,5804,9.22067057886,140.96312313,17.9353178899,standard -5805,5805,5.18555263794,142.168750633,17.3350913219,standard -5806,5806,12.5177360224,140.337024727,18.6321326412,standard -5807,5807,9.65399490821,140.352547828,18.2854500546,standard -5808,5808,11.3302542077,140.338749516,17.9887863486,standard -5809,5809,6.48675839487,138.563941647,18.4855255772,standard -5810,5810,5.5930466385,137.591160658,18.3440928802,standard -5811,5811,6.5238392969,136.621829246,17.6076079821,standard -5812,5812,15.1453805656,133.832845452,17.2954211752,standard -5813,5813,7.13160283761,133.681064021,18.4044604948,standard -5814,5814,6.07829608253,132.518556243,17.9525657798,standard -5815,5815,7.14795130821,132.297783252,17.8232066057,standard -5816,5816,6.27266571032,134.669368111,17.5196437437,? -5817,5817,10.6205738437,134.529660203,17.2747237073,? -5818,5818,6.78839982256,130.08487898,18.4010109168,standard -5819,5819,6.956248764,129.35184366,18.7511430815,? -5820,5820,8.90649695711,128.166913625,18.9287963473,? -5821,5821,5.45366949855,128.454953386,18.5683154487,standard -5822,5822,5.82665254442,128.51704579,17.8007843488,standard -5823,5823,8.22958289948,127.959938946,17.8508032295,? -5824,5824,6.15275397929,128.130693056,18.671802788,standard -5825,5825,12.0236852118,127.045800783,18.6200591183,standard -5826,5826,8.78734785788,127.556338323,17.9922359265,standard -5827,5827,14.1454138264,127.073397406,17.5731122024,standard -5828,5828,10.2933856479,128.467026909,17.3143938541,standard -5829,5829,12.0114006646,126.124763463,18.8856766226,? -5830,5830,9.92079084967,124.11710908,18.7494182925,standard -5831,5831,8.45737460367,124.898438492,17.9870615596,standard -5832,5832,11.2519141049,123.509983356,18.2043849721,? -5833,5833,17.4250505456,123.780775227,17.8663263304,standard -5834,5834,5.58184762725,123.342678824,17.6058831931,standard -5835,5835,10.3182997567,125.421049555,17.6972970095,? -5836,5836,8.33709414887,124.632820988,17.8249313947,? -5837,5837,6.32617806434,124.068814988,18.37858866,? -5838,5838,14.3662714842,122.606193926,17.7093705324,? -5839,5839,15.7815106726,108.867037196,52.2115047838,? -5840,5840,10.7090256552,107.213334802,50.3256480154,? -5841,5841,19.6163901369,119.587480984,48.2648804168,? -5842,5842,5.68194683585,120.544720254,53.890648753,standard -5843,5843,5.10270777938,115.942975324,58.6863856953,standard -5844,5844,5.50776899856,109.150047898,43.2915449081,standard -5845,5845,16.7680859409,120.660158322,40.6738847437,standard -5846,5846,7.9517624028,113.388616396,34.104815537,? -5847,5847,5.96735479802,110.937081537,36.1861282878,? -5848,5848,7.30877511837,108.858142005,34.4679179895,? -5849,5849,5.10909589884,99.3603340178,31.6445587723,standard -5850,5850,5.32461438549,106.369404317,32.1336588604,standard -5851,5851,7.39305852283,107.572713321,31.265966654,? -5852,5852,5.68169161702,110.703772462,30.0810756457,standard -5853,5853,13.7809623997,109.784919158,30.10972586,? -5854,5854,9.01338108697,108.767836548,29.1172005767,? -5855,5855,5.19056023812,120.815251688,26.4199875388,standard -5856,5856,7.07196874652,115.312364086,26.8681587493,? -5857,5857,5.46521789231,111.657415311,29.1806403371,? -5858,5858,5.14764714919,101.292177043,23.8946757871,? -5859,5859,5.34723621322,99.3194051401,23.389204148,standard -5860,5860,6.02755023496,103.56168331,23.0106120297,? -5861,5861,11.3927996644,115.058605045,22.951265157,? -5862,5862,6.08843017069,107.4458338,22.5051403905,? -5863,5863,9.53015111151,120.38180503,11.4587143424,? -5864,5864,8.77096274663,115.520002949,9.49549562712,standard -5865,5865,9.28024602115,116.172664104,9.85323770412,? -5866,5866,5.7846392224,105.813849621,8.96324521986,standard -5867,5867,6.54925974376,109.22199731,5.11708162121,standard -5868,5868,7.92106886029,108.913117566,5.60570494591,? -5869,5869,15.1417747326,115.900431109,4.44696963306,? -5870,5870,15.5841436586,120.74129219,1.97942184337,? -5871,5871,8.46032609321,106.022387075,-0.36291621938,standard -5872,5872,8.29198118205,109.715419614,0.63178126303,? -5873,5873,11.5178437978,116.977147507,-1.6150134889,? -5874,5874,9.43663173906,102.734675965,-4.649446759,? -5875,5875,6.85379484552,106.272179668,-5.68419813921,? -5876,5876,9.159159938,110.632016276,-10.4835937685,? -5877,5877,5.89935886016,105.670677849,-16.9739245802,? -5878,5878,8.62557212035,117.24853628,-17.7878448731,? -5879,5879,14.585411341,112.762510479,-19.5902471756,? -5880,5880,7.89508917254,102.58745524,-20.2106773731,standard -5881,5881,5.37949335777,100.428881597,-21.5942944533,standard -5882,5882,5.08682922668,101.250601482,-20.7437085301,standard -5883,5883,5.53592457408,114.407741656,-20.5839831192,? -5884,5884,5.52745704252,118.704932531,-22.1369759699,standard -5885,5885,5.41480006103,120.987273944,-21.322953695,standard -5886,5886,6.47699238895,119.87112047,-23.6052951088,standard -5887,5887,5.71191885093,122.586452456,-24.0267392653,standard -5888,5888,6.17998426583,122.476761511,-25.7971896031,? -5889,5889,5.89287800126,122.3170361,-25.9877054547,? -5890,5890,12.3528429126,119.003214924,-24.2095575067,? -5891,5891,5.22541926138,105.203324302,-25.9472930014,standard -5892,5892,6.25741315923,106.698585076,-24.8657787732,? -5893,5893,7.42594928738,101.36991444,-28.3874354235,? -5894,5894,6.59326740393,101.739399728,-28.1834487542,? -5895,5895,16.7133828208,117.760050883,-31.2220803666,? -5896,5896,5.31382470491,115.564307583,-29.3746539271,standard -5897,5897,8.88949463223,100.534723737,-33.9143195217,? -5898,5898,7.82369631411,109.648694172,-33.179197751,? -5899,5899,8.8789633002,119.672907009,-36.148550872,? -5900,5900,7.31266953659,122.427736187,-38.2680133825,? -5901,5901,7.34070656822,109.850052773,-44.9050698071,? -5902,5902,13.2067684802,117.926117006,-45.7231646256,standard -5903,5903,6.50484410978,101.904044639,-47.8040622151,standard -5904,5904,5.49038900399,103.015667148,-52.7038133226,? -5905,5905,11.4570320494,104.347368865,-58.0782984024,? -5906,5906,18.0325329405,143.191740924,59.5036287311,? -5907,5907,11.9069335395,142.759677536,55.5493278616,? -5908,5908,13.0046336186,150.590645,50.8737796403,? -5909,5909,11.1908085609,147.869548322,54.141069847,? -5910,5910,9.11913322948,138.791548644,51.4693280063,standard -5911,5911,14.3504485254,139.37393572,54.3022956478,? -5912,5912,16.2836316443,136.20864551,52.8249408615,? -5913,5913,15.8292522528,136.231677767,49.3635216294,? -5914,5914,9.1623515749,134.612839115,54.4997149956,? -5915,5915,16.127057258,133.253935938,52.3971989411,? -5916,5916,8.37384736684,133.73761334,49.8044248396,? -5917,5917,15.7740684201,123.827162078,52.9532634375,? -5918,5918,7.88534651727,136.580451949,48.9588119663,standard -5919,5919,16.0429697225,137.913032546,48.1954571547,? -5920,5920,13.3077463476,125.797107423,44.8354800087,? -5921,5921,12.1602500422,126.038341553,47.0738543897,? -5922,5922,8.82186235364,135.11709526,47.0274632108,? -5923,5923,17.494827332,135.750334852,41.1497008467,? -5924,5924,7.81782555395,136.172494579,40.4677505172,? -5925,5925,8.0062351006,132.681558369,43.2976124289,? -5926,5926,6.37751292941,124.734749427,42.8731331421,standard -5927,5927,7.63450260893,122.978843306,38.985552352,? -5928,5928,10.1759947919,136.41372871,35.589718058,? -5929,5929,8.25870483408,125.460771376,35.3902359888,? -5930,5930,12.0351996709,123.530898335,33.4070130917,? -5931,5931,8.73420586828,129.103884454,29.2974143492,? -5932,5932,8.24871065979,147.296763022,31.899590182,? -5933,5933,5.4463238915,147.810865047,32.6167252541,? -5934,5934,10.066598781,128.437041971,24.4674630718,? -5935,5935,8.59867109584,127.824217455,21.7144094705,? -5936,5936,10.2828432363,142.865427083,18.1399102413,? -5937,5937,10.2426433366,133.391283294,14.1574722036,? -5938,5938,7.79259857505,136.600405207,15.6762022619,? -5939,5939,8.50058812585,135.677723053,13.2848580727,? -5940,5940,12.1826563844,129.950894795,10.7528465783,? -5941,5941,8.63728525046,123.067733604,3.47867796296,standard -5942,5942,6.27736073861,139.542497659,0.65102670836,standard -5943,5943,7.35520704872,147.803721603,-2.76075149176,standard -5944,5944,10.0673580492,150.118771661,-2.42696466575,? -5945,5945,11.6095213069,134.464607505,-3.46555258232,? -5946,5946,14.3135068087,142.038800954,-10.3255293063,? -5947,5947,7.08111714974,150.981493581,-13.5694717033,standard -5948,5948,9.080044985,149.468153248,-17.0406648763,? -5949,5949,8.29785614479,139.129491567,-17.0306758312,? -5950,5950,12.5974716755,140.627848333,-14.9779270627,? -5951,5951,5.78621185305,138.532646123,-16.6735674688,standard -5952,5952,6.90199998523,137.613653973,-17.0206867861,standard -5953,5953,7.4870224881,130.995911593,-14.6432940518,? -5954,5954,9.13754587804,130.488967554,-14.4210377983,? -5955,5955,5.0021561356,125.589340931,-15.9443671763,? -5956,5956,6.70891546504,138.460225546,-19.330653466,standard -5957,5957,10.094440601,140.338166025,-18.1169844861,? -5958,5958,6.95173757429,141.766599474,-18.1569406665,? -5959,5959,6.0048529232,145.405109153,-16.9582552542,? -5960,5960,13.3642623367,134.149952584,-11.6390887373,? -5961,5961,7.09465428312,134.531048557,-4.45982981431,? -5962,5962,11.3801434192,143.209068215,-2.94379023567,? -5963,5963,5.50915930359,150.751063519,-3.00813143794,standard -5964,5964,8.21714496098,147.747133638,-3.23935763363,? -5965,5965,5.48546860634,148.682091733,-8.90339409653,standard -5966,5966,6.00725944817,144.767331707,-7.38735451789,? -5967,5967,7.52139832743,144.007301255,-5.93364547895,? -5968,5968,13.1528025579,149.854308012,-11.5072021262,standard -5969,5969,6.247732808,129.114323591,-14.8167527182,standard -5970,5970,5.36879094113,138.305062204,-16.7067755351,? -5971,5971,5.59986619847,139.915602923,-19.3246582027,? -5972,5972,5.14465432773,148.846966064,-19.2844449513,? -5973,5973,6.12561798506,141.638740746,-19.4131273559,? -5974,5974,10.0319844278,142.282152769,-19.4432872944,? -5975,5975,6.73345278989,122.772044294,-20.3090510169,? -5976,5976,6.91805666911,125.203650246,-24.9268250687,standard -5977,5977,9.20660907177,136.994788373,-21.9360256554,standard -5978,5978,5.52390838449,137.624829874,-23.0999577452,standard -5979,5979,6.84302183215,139.621226436,-21.7158906732,standard -5980,5980,6.00228008913,139.894497449,-22.0018131214,standard 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-9584,3396,11.4832003658,9.68796258412,-32.0360994375,? -9585,3397,15.3043362103,10.5664457097,-32.1338811282,? -9586,3398,8.93834568968,13.4921359775,-32.4179136581,? -9587,3399,10.0415676979,11.9838031176,-34.4380887413,? -9588,3400,7.596114048,12.153371687,-33.9412825818,? -9589,3401,5.52809204235,14.8173831586,-33.9665691229,standard -9590,3402,5.43052161655,12.822721303,-32.5609349293,? -9591,3403,19.1443324712,11.8261340969,-39.3154162765,? -9592,3404,16.3547262493,10.3119165212,-39.6843022871,? -9593,3405,5.41639692817,10.4468358623,-46.6140451523,? -9594,3406,5.49488879709,10.0095723601,-46.5942501763,? -9595,3407,7.57709205895,9.6700193758,-47.2446628974,? -9596,3408,7.52093757659,10.8742365391,-47.1053189227,? -9597,3409,5.84628389921,19.4161770202,-48.5203339309,? -9598,3410,5.89999669807,20.0433999848,-48.2962062582,standard -9599,3411,5.07650573022,17.2066795901,-47.3077028659,standard -9600,3412,10.5425215397,11.1234531304,-47.6806914555,? 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-11888,1998,7.65460116292,-152.38205269,44.1053196132,standard -11889,1999,15.0492848388,-152.864453671,42.4100805399,standard -11890,2000,14.7345489698,-151.622319972,42.6034315402,standard -11891,2001,15.1168837235,-150.884070698,43.0331004297,standard -11892,2002,17.2573858118,-150.464167011,41.8065910541,standard -11893,2003,11.1372449593,-151.384049042,40.8788968607,standard -11894,2004,7.79273797726,-149.35874614,41.4277012151,standard -11895,2005,8.45079211646,-150.282534253,42.4764839137,standard -11896,2006,8.02527547861,-149.618500514,42.4862491157,standard -11897,2007,6.79457875623,-149.21226811,42.3104754791,standard -11898,2008,11.5993079107,-148.813847867,42.8319372678,standard -11899,2009,6.89896204793,-148.528703967,42.5057795198,standard -11900,2010,9.77262429292,-148.737679291,43.6385429559,standard -11901,2011,6.39098065269,-149.257188039,43.0565369146,standard -11902,2012,8.86586421916,-152.561732408,40.3007969002,standard 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-11919,2029,13.1533920505,-154.278936124,35.4166874473,standard -11920,2030,7.20672476695,-153.687862893,35.7718080579,standard -11921,2031,8.11461577011,-153.024097187,35.552538956,standard -11922,2032,9.711238142,-152.576025545,34.9829159631,standard -11923,2033,6.59164116219,-152.92086603,36.8386698298,standard -11924,2034,5.47023155198,-152.738644597,36.5152569553,standard -11925,2035,9.07746112785,-152.006138572,36.609384583,standard -11926,2036,9.05012007176,-152.889490155,37.0812294857,? -11927,2037,8.14941655714,-151.535500434,36.3511369892,? -11928,2038,7.56707028471,-152.343367578,35.3722149083,standard -11929,2039,6.29777711756,-151.965311176,34.799032621,standard -11930,2040,7.86559339421,-151.013134381,35.1076692372,standard -11931,2041,8.780837663,-146.101843956,44.6968421276,standard -11932,2042,12.1756404005,-146.146801315,44.2297851193,standard -11933,2043,11.5048135823,-144.645725048,44.464562439,standard -11934,2044,9.8272242286,-147.37153433,43.5784689475,standard 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-11981,2091,7.4445052549,-142.261006516,40.4854710396,standard -11982,2092,5.33297010645,-142.55224314,40.3363256408,standard -11983,2093,9.64485946642,-142.020639785,38.7536194091,standard -11984,2094,8.16539230924,-140.853241682,38.6702578626,standard -11985,2095,7.96816734191,-140.078269851,39.7749135082,standard -11986,2096,7.73792161727,-139.709953327,39.8205870994,standard -11987,2097,9.36211546844,-139.119124436,39.6449194411,standard -11988,2098,11.0952070839,-139.295963212,39.2590361516,standard -11989,2099,6.87474980665,-139.610445206,40.4102128403,standard -11990,2100,15.8401031269,-149.499518962,36.2087939053,standard -11991,2101,13.4164922701,-149.314317349,34.3646586935,standard -11992,2102,15.9394688781,-150.496455305,34.406033522,? -11993,2103,9.2978544022,-148.961646192,35.1862445731,standard -11994,2104,6.88316741418,-148.74098044,35.0305964089,standard -11995,2105,9.39025814411,-147.545050874,34.4730213395,standard 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-19330,2458,14.3389541171,-88.5467119098,-45.6147342125,standard -19331,2459,12.7399809831,-88.6727026668,-50.7119158289,standard -19332,2460,18.6380277963,-89.6868504892,-52.0620390035,standard -19333,2461,7.328725097,-88.5809316216,-53.3670543761,standard -19334,2462,17.0812861767,-88.4440527744,-57.512305828,standard diff --git a/configs/callbacks/default.yaml b/configs/callbacks/default.yaml new file mode 100644 index 0000000..92d0ea7 --- /dev/null +++ b/configs/callbacks/default.yaml @@ -0,0 +1,25 @@ +--- +model_checkpoint: + _target_: pytorch_lightning.callbacks.ModelCheckpoint + monitor: "val/acc" + mode: "max" + save_top_k: 3 + save_last: True + verbose: False + dirpath: "checkpoints/" + filename: "DeepMoon-epoch_{epoch:03d}" + auto_insert_metric_name: False + +early_stopping: + _target_: pytorch_lightning.callbacks.EarlyStopping + monitor: "val/acc" + mode: "max" + patience: 100 + min_delta: 0 + +model_summary: + _target_: pytorch_lightning.callbacks.RichModelSummary + max_depth: -1 + +rich_progress_bar: + _target_: pytorch_lightning.callbacks.RichProgressBar \ No newline at end of file diff --git a/configs/datamodule/craterdata.yaml b/configs/datamodule/craterdata.yaml new file mode 100644 index 0000000..0929a2e --- /dev/null +++ b/configs/datamodule/craterdata.yaml @@ -0,0 +1,10 @@ +--- +_target_: torchmoon.datamodules.deepcraterdata.CraterDataModule + +data_dir: ${data_dir} +batch_size: 16 +num_workers: 2 +training_test_eval_split: [0.25, 0.25, 0.5] +download: true +pin_memory: false +image_size: 256 \ No newline at end of file diff --git a/configs/debug/default.yaml b/configs/debug/default.yaml new file mode 100644 index 0000000..c1ee61e --- /dev/null +++ b/configs/debug/default.yaml @@ -0,0 +1,18 @@ +# @package _global_ +defaults: + - override /log_dir: debug.yaml + +trainer: + max_epochs: 1 + gpus: 0 + detect_anomaly: true + track_grad_norm: 2 + +datamodule: + num_workers: 0 + pin_memory: False + +hydra: + verbose: True + +print_config: False \ No newline at end of file diff --git a/configs/debug/profiler.yaml b/configs/debug/profiler.yaml new file mode 100644 index 0000000..b23be6e --- /dev/null +++ b/configs/debug/profiler.yaml @@ -0,0 +1,9 @@ +# @package _global_ +defaults: + - default.yaml + +trainer: + max_epochs: 1 + profiler: "simple" + # profiler: "advanced" + # profiler: "pytorch" \ No newline at end of file diff --git a/utils/__init__.py b/configs/experiment/.gitkeep similarity index 100% rename from utils/__init__.py rename to configs/experiment/.gitkeep diff --git a/configs/hparams_search/optuna.yaml b/configs/hparams_search/optuna.yaml new file mode 100644 index 0000000..c991684 --- /dev/null +++ b/configs/hparams_search/optuna.yaml @@ -0,0 +1,32 @@ +# @package _global_ + +defaults: + - override /hydra/sweeper: optuna + +optimized_metric: "val/acc_best" + +hydra: + sweeper: + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + + storage: null + + study_name: null + + n_jobs: 1 + + direction: maximize + + n_trials: 25 + + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + n_startup_trials: 10 + + search_space: + model.lr: + type: float + low: 0.0001 + high: 0.2 + \ No newline at end of file diff --git a/configs/log_dir/debug.yaml b/configs/log_dir/debug.yaml new file mode 100644 index 0000000..a984859 --- /dev/null +++ b/configs/log_dir/debug.yaml @@ -0,0 +1,8 @@ +# @package _global_ + +hydra: + run: + dir: ${log_dir_path}/logs/debugs/runs/${name}/${now:%Y-%m-%d}_${now:%H-%M-%S} + sweep: + dir: ${log_dir_path}/logs/debugs/multiruns/${name}/${now:%Y-%m-%d}_${now:%H-%M-%S} + subdir: ${hydra.job.num} \ No newline at end of file diff --git a/configs/log_dir/default.yaml b/configs/log_dir/default.yaml new file mode 100644 index 0000000..a984859 --- /dev/null +++ b/configs/log_dir/default.yaml @@ -0,0 +1,8 @@ +# @package _global_ + +hydra: + run: + dir: ${log_dir_path}/logs/debugs/runs/${name}/${now:%Y-%m-%d}_${now:%H-%M-%S} + sweep: + dir: ${log_dir_path}/logs/debugs/multiruns/${name}/${now:%Y-%m-%d}_${now:%H-%M-%S} + subdir: ${hydra.job.num} \ No newline at end of file diff --git a/configs/log_dir/evaluation.yaml b/configs/log_dir/evaluation.yaml new file mode 100644 index 0000000..3274e42 --- /dev/null +++ b/configs/log_dir/evaluation.yaml @@ -0,0 +1,8 @@ +# @package _global_ + +hydra: + run: + dir: ${log_dir_path}/logs/evaluations/runs/${name}/${now:%Y-%m-%d}_${now:%H-%M-%S} + sweep: + dir: ${log_dir_path}/logs/evaluations/multiruns/${name}/${now:%Y-%m-%d}_${now:%H-%M-%S} + subdir: ${hydra.job.num} \ No newline at end of file diff --git a/configs/logger/csv.yaml b/configs/logger/csv.yaml new file mode 100644 index 0000000..9230263 --- /dev/null +++ b/configs/logger/csv.yaml @@ -0,0 +1,5 @@ +csv: + _target_: pytorch_lightning.loggers.csv_logs.CSVLogger + save_dir: "." + name: "csv/" + prefix: "" \ No newline at end of file diff --git a/configs/logger/mlflow.yaml b/configs/logger/mlflow.yaml new file mode 100644 index 0000000..b00bc46 --- /dev/null +++ b/configs/logger/mlflow.yaml @@ -0,0 +1,8 @@ +mlflow: + _target_: pytorch_lightning.loggers.mlflow.MLFlowLogger + experiment_name: ${name} + tracking_uri: null + tags: null + save_dir: ./mlruns + prefix: "" + artifact_location: null \ No newline at end of file diff --git a/configs/logger/multi_logger.yaml b/configs/logger/multi_logger.yaml new file mode 100644 index 0000000..e014db7 --- /dev/null +++ b/configs/logger/multi_logger.yaml @@ -0,0 +1,4 @@ +defaults: +- csv.yml +- mlflow.yml +- tensorboard.yml \ No newline at end of file diff --git a/configs/logger/tensorboard.yaml b/configs/logger/tensorboard.yaml new file mode 100644 index 0000000..dba0739 --- /dev/null +++ b/configs/logger/tensorboard.yaml @@ -0,0 +1,8 @@ +tensorboard: + _target_: pytorch_lightning.loggers.tensorboard.TensorBoardLogger + save_dir: "tensorboard/" + name: null + version: ${name} + log_graph: True + default_hp_metric: True + prefix: "" \ No newline at end of file diff --git a/configs/logger/wandb.yaml b/configs/logger/wandb.yaml new file mode 100644 index 0000000..8ab081b --- /dev/null +++ b/configs/logger/wandb.yaml @@ -0,0 +1,13 @@ +wandb: + _target_: pytorch_lightning.loggers.wandb.WandbLogger + project: ${name}"template-tests" + # name: ${name} + save_dir: "." + offline: False # set True to store all logs only locally + id: null # pass correct id to resume experiment! + # entity: "" # set to name of your wandb team + log_model: False + prefix: "" + job_type: "train" + group: "" + tags: [] \ No newline at end of file diff --git a/configs/model/cratervnet.yaml b/configs/model/cratervnet.yaml new file mode 100644 index 0000000..fb20101 --- /dev/null +++ b/configs/model/cratervnet.yaml @@ -0,0 +1,6 @@ +--- +_target_: torchmoon.model.cratervnet.Crater_VNet + +activation: relu +dropout: 0.15 +lr: 0.02 \ No newline at end of file diff --git a/configs/model/deepmoon.yaml b/configs/model/deepmoon.yaml new file mode 100644 index 0000000..1875659 --- /dev/null +++ b/configs/model/deepmoon.yaml @@ -0,0 +1,10 @@ +--- +_target_: torchmoon.model.deepmoon.DeepMoon + +number_of_filter: 112 +filter_length: 3 +lmbda: 0.000001 +dim: 256 +activation: relu +dropout: 0.15 +lr: 0.001 \ No newline at end of file diff --git a/configs/test.yaml b/configs/test.yaml new file mode 100644 index 0000000..53e119f --- /dev/null +++ b/configs/test.yaml @@ -0,0 +1,32 @@ +# @package _global_ + +# specify here default evaluation configuration +defaults: + - _self_ + - datamodule: craterdata.yaml # choose the datamodule for evaluation + - model: deepmoon.yaml + - callbacks: null + - logger: null + - trainer: default.yaml + - log_dir: evaluation.yaml + + - experiment: null + + # enable color logging + - override hydra/hydra_logging: colorlog + - override hydra/job_logging: colorlog + +original_work_dir: ${hydra:runtime.cwd} + +data_dir: ${original_work_dir}/data/ + +print_config: True + +ignore_warnings: True + +seed: null + +name: "default" + +# passing checkpoint path is necessary +ckpt_path: "best" \ No newline at end of file diff --git a/configs/train.yaml b/configs/train.yaml new file mode 100644 index 0000000..93251ba --- /dev/null +++ b/configs/train.yaml @@ -0,0 +1,48 @@ +# @package _global_ +defaults: +- _self_ +- datamodule: craterdata.yaml +- model: deepmoon.yaml +- callbacks: default.yaml +- logger: tensorboard.yaml +- trainer: default.yaml +- log_dir: default.yaml +- hparams_search: optuna.yaml +- experiment: null + +#color log +- override hydra/hydra_logging: colorlog +- override hydra/job_logging: colorlog + +# path to original working directory +# hydra hijacks working directory by changing it to the new log directory +# https://hydra.cc/docs/next/tutorials/basic/running_your_app/working_directory +original_work_dir: ${hydra:runtime.cwd} + +log_dir_path: ${original_work_dir} + +# path to folder with data +data_dir: ${original_work_dir}/data/ + +# debug activ +debug_config: default.yaml + +# pretty print config at the start of the run using Rich library +print_config: True + +# disable python warnings if they annoy you +ignore_warnings: True + +# set False to skip model training +train: True + +# evaluate on test set, using best model weights achieved during training +# lightning chooses best weights based on the metric specified in checkpoint callback +test: True + +# seed for random number generators in pytorch, numpy and python.random +seed: null + +# default name for the experiment, determines logging folder path +# (you can overwrite this name in experiment configs) +name: "deep_moon_default" \ No newline at end of file diff --git a/configs/trainer/ddp.yaml b/configs/trainer/ddp.yaml new file mode 100644 index 0000000..5ec9b42 --- /dev/null +++ b/configs/trainer/ddp.yaml @@ -0,0 +1,9 @@ +--- +defaults: +- default.yml + +accelerator: 'gpu' +devices: 2 + +strategy: ddp +sync_batchnorm: True \ No newline at end of file diff --git a/configs/trainer/default.yaml b/configs/trainer/default.yaml new file mode 100644 index 0000000..8b2ef46 --- /dev/null +++ b/configs/trainer/default.yaml @@ -0,0 +1,13 @@ +_target_: pytorch_lightning.Trainer + +accelerator: 'auto' +devices: 1 + +min_epochs: 1 +max_epochs: 30 + +# number of validation steps to execute at the beginning of the training +# num_sanity_val_steps: 0 + +# ckpt path +#resume_from_checkpoint: null \ No newline at end of file diff --git a/docs/CNN1.png b/docs/CNN1.png deleted file mode 100644 index 41d4508..0000000 Binary files a/docs/CNN1.png and /dev/null differ diff --git a/docs/CNN2.png b/docs/CNN2.png deleted file mode 100644 index 8c59a9b..0000000 Binary files a/docs/CNN2.png and /dev/null differ diff --git a/docs/Using Zenodo Data.ipynb b/docs/Using Zenodo Data.ipynb deleted file mode 100644 index 55e5bd3..0000000 --- a/docs/Using Zenodo Data.ipynb +++ /dev/null @@ -1,798 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "collapsed": true - }, - "source": [ - "# Introduction\n", - "\n", - "This notebook demonstrates how to use some elements of the DeepMoon repo with the [Zenodo dataset](https://doi.org/10.5281/zenodo.1133969) associated with the repo. Running the notebook requires a subset of the DeepMoon dependencies, as well as the [Matplotlib](https://matplotlib.org/) package." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "import numpy as np\n", - "import pandas as pd\n", - "import h5py\n", - "import matplotlib.pyplot as plt\n", - "import os\n", - "from PIL import Image # Requires Pillow" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This is the filepath to the downloaded Zenodo dataset, and needs to be modified to point to your download location:" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "zenodo_path = './zenodo_downloads/'\n", - "deepmoon_path = os.path.dirname(os.getcwd())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# HDF5 Datasets" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Image Datasets\n", - "\n", - "The training, validation and testing DEM images and target masks used to train and evaluate the DeepMoon model are found in `train_images.hdf5`, `dev_images.hdf5` and `test_images.hdf5`, respectively. Also included in the files are each image's longitude/latitude bounds, which are used to post-process DeepMoon's crater detections.\n", - "\n", - "These data can be read in using `h5py`. Let's read in the `train_images.hdf5` data:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "train_imgs = h5py.File(zenodo_path + '/train_images.hdf5', 'r')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Input images are 256 x 256 8-bit greyscale images, and target masks are 256 x 256 float arrays whose values fall between 0 and 1. 30000 inputs and targets are stored in the HDF5 file as two 30000 x 256 x 256 arrays; inputs can be found under the `'input_images'` entry, and targets under `'target_masks'`. A target mask represents the ground truth crater locations of the input with the same image number (first array dimension). Let's plot one input-target pair as an example (and set `vmin` and `vmax` to increase contrast of the input):" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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B8xyeUfC64ItD/jcej0NRyBUjZLTd+sdE30v5GWUrBf+vK1pE1hg9j4zIb5rm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\n7VcLltrIsbfMsln00XL7NZO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LwJCo+W51iQ7L77Be1oW+xpF0EslN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\nWyBLH3H2vfMixoznO67xt5eqV3gXKKW7NdE+Ly2dKNex5hxFv1GZAoD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yhK9eFiXRSaxE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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=[12, 6])\n", - "[ax1, ax2] = fig.subplots(1,2)\n", - "ax1.imshow(train_imgs['input_images'][3][...], origin='upper', cmap='Greys_r', vmin=120, vmax=200)\n", - "ax2.imshow(train_imgs['target_masks'][3][...], origin='upper', cmap='Greys_r')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The longitude and latitude bounds of the input image can be found under `'longlat_bounds'`. Here, instead of a 30000-element array, long/lat bounds are indexed by `'img_xxxxx'`, where xxxxx is the (zero-padded) image number, so the 4th image's boundaries are:" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([-177.85546875, -173.87109375, 15.4453125 , 19.4296875 ])" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "train_imgs['longlat_bounds']['img_00003'][...]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The definitions of these numbers is under the \"definition\" attribute for the entry:" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'(long min, long max, lat min, lat max) of the cropped image.'" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "train_imgs['longlat_bounds'].attrs['definition']" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Other entries in the HDF5 are to correct for image distortion during post-processing, or are unused in the current pipeline. Each entry in the HDF5 has definition metadata under its `.attrs['definition']` attribute." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'Pixel bounds of the Global DEM region that was cropped for the image.'" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "train_imgs['pix_bounds'].attrs['definition']" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'Target mask dataset.'" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "train_imgs['target_masks'].attrs['definition']" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Crater Tables\n", - "\n", - "The ground truth crater data for the images is stored in Pandas HDFStore files `train_craters.hdf5`, `dev_craters.hdf5`, and `test_craters.hdf5` for the training, validation and testing data, respectively. These tables are used for calculating accuracy metrics when tuning hyperparameters during training. Let's read in the training ground truth:" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "ctrs = pd.HDFStore(zenodo_path + '/train_craters.hdf5', 'r')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Like the long/lat boundaries, crater dataframes are indexed by `'img_xxxxx'`, where xxxxx is the zero-padded image number for DEM images from `train_images.hdf5`. The ground truth for image 3 is:" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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Diameter (km)LatLongxyDiameter (pix)
010.55044315.618482-175.694082138.439884244.90021522.300142
17.53038515.693656-176.35697497.549874240.04873815.916739
27.94358316.006064-175.065360177.137353219.96579516.790103
35.33222016.036702-175.482448151.449356218.08155111.270547
48.09842616.261849-176.080687114.628637203.66760817.117390
510.70998716.564495-175.923507124.301628184.27621422.637364
69.18599916.988845-177.61429120.729479156.58355319.416160
76.59959816.994128-174.429989215.808468156.40708513.949364
818.44672517.318118-174.028395240.208003135.42806838.990266
910.08441217.403728-174.914875185.977665130.33481321.315106
109.29144117.479673-174.224470228.132468125.18074519.639028
115.76720417.529680-175.729754136.157487122.40153912.189958
126.11141117.773785-175.957386122.258721106.75437412.917498
135.00129217.779308-176.37715296.650421106.35956510.571074
149.63323518.124511-174.961822182.88626984.14347920.361467
156.73719018.341298-174.137479232.93484969.90294214.240188
169.86453018.711355-175.353972158.90509046.61695120.850349
179.17411818.796965-174.582100205.69777240.91093719.391046
189.03161319.136644-175.891107126.31577719.40346919.089839
199.27217319.265813-177.63034321.14594610.63287319.598303
\n", - "
" - ], - "text/plain": [ - " Diameter (km) Lat Long x y \\\n", - "0 10.550443 15.618482 -175.694082 138.439884 244.900215 \n", - "1 7.530385 15.693656 -176.356974 97.549874 240.048738 \n", - "2 7.943583 16.006064 -175.065360 177.137353 219.965795 \n", - "3 5.332220 16.036702 -175.482448 151.449356 218.081551 \n", - "4 8.098426 16.261849 -176.080687 114.628637 203.667608 \n", - "5 10.709987 16.564495 -175.923507 124.301628 184.276214 \n", - "6 9.185999 16.988845 -177.614291 20.729479 156.583553 \n", - "7 6.599598 16.994128 -174.429989 215.808468 156.407085 \n", - "8 18.446725 17.318118 -174.028395 240.208003 135.428068 \n", - "9 10.084412 17.403728 -174.914875 185.977665 130.334813 \n", - "10 9.291441 17.479673 -174.224470 228.132468 125.180745 \n", - "11 5.767204 17.529680 -175.729754 136.157487 122.401539 \n", - "12 6.111411 17.773785 -175.957386 122.258721 106.754374 \n", - "13 5.001292 17.779308 -176.377152 96.650421 106.359565 \n", - "14 9.633235 18.124511 -174.961822 182.886269 84.143479 \n", - "15 6.737190 18.341298 -174.137479 232.934849 69.902942 \n", - "16 9.864530 18.711355 -175.353972 158.905090 46.616951 \n", - "17 9.174118 18.796965 -174.582100 205.697772 40.910937 \n", - "18 9.031613 19.136644 -175.891107 126.315777 19.403469 \n", - "19 9.272173 19.265813 -177.630343 21.145946 10.632873 \n", - "\n", - " Diameter (pix) \n", - "0 22.300142 \n", - "1 15.916739 \n", - "2 16.790103 \n", - "3 11.270547 \n", - "4 17.117390 \n", - "5 22.637364 \n", - "6 19.416160 \n", - "7 13.949364 \n", - "8 38.990266 \n", - "9 21.315106 \n", - "10 19.639028 \n", - "11 12.189958 \n", - "12 12.917498 \n", - "13 10.571074 \n", - "14 20.361467 \n", - "15 14.240188 \n", - "16 20.850349 \n", - "17 19.391046 \n", - "18 19.089839 \n", - "19 19.598303 " - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ctrs['img_00003']" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Here, \"Lat\", \"Long\", and \"Diameter (km)\" are from the combined LROC-Head crater catalog, while \"x\", \"y\" and \"Diameter (pix)\" were derived from the former columns by the `input_data_gen.py` pipeline." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Lunar DEM" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "`LunarLROLrocKaguya_118mperpix.png` is the [LRO LOLA and Kaguya Terrain Camera DEM Merge](https://astrogeology.usgs.gov/search/map/Moon/LRO/LOLA/Lunar_LRO_LrocKaguya_DEMmerge_60N60S_512ppd), downsampled to 118 m/pixel and 8 bits/pixel. It is combined with the LROC-Head combined crater catalogue by the `input_data_gen.py` pipeline to create the type of image and ground truth crater datasets we worked with above.\n", - "\n", - "We can create a (tiny) dataset by reading in the DEM and crater catalogues, then passing them the `GenDataset` function in `input_data_gen.py`." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/cczhu/pythonenv/ml3/lib/python3.5/site-packages/PIL/Image.py:2274: DecompressionBombWarning: Image size (2831155200 pixels) exceeds limit of 89478485 pixels, could be decompression bomb DOS attack.\n", - " DecompressionBombWarning)\n" - ] - } - ], - "source": [ - "# Load input_data_gen\n", - "import sys\n", - "sys.path.append(deepmoon_path)\n", - "import input_data_gen as igen\n", - "import utils.processing as proc\n", - "\n", - "# Read source image.\n", - "img = Image.open(zenodo_path + \"/LunarLROLrocKaguya_118mperpix.png\").convert(\"L\")\n", - "# Read and combine the LROC and Head datasets (stored under ../catalogues)\n", - "craters = igen.ReadLROCHeadCombinedCraterCSV(filelroc=deepmoon_path + \"/catalogues/LROCCraters.csv\",\n", - " filehead=deepmoon_path + \"/catalogues/HeadCraters.csv\")\n", - "\n", - "# Generate 100 image/target sets, and corresponding crater dataframes. np.random.seed is set for consistency.\n", - "igen.GenDataset(img, craters, zenodo_path + '/test_zenodo', amt=25, seed=1337)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This generates `test_zenodo_images.hdf5`, which stores DEM images, and `test_zenodo_craters.hdf5`, which stores ground truth crater data. We read in the images and plot one pair:" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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5GlfdYC6xS0TRytZlPWsItleju7vd7ijaWbJWKJoo5o28V2t3tVrZer0+2U68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\n1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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Read in and pre-process data.\n", - "gen_imgs = h5py.File(zenodo_path + '/test_zenodo_images.hdf5', 'r')\n", - "sample_data = {'imgs': [gen_imgs['input_images'][...].astype('float32'),\n", - " gen_imgs['target_masks'][...].astype('float32')]}\n", - "proc.preprocess(sample_data)\n", - "sd_input_images = sample_data['imgs'][0]\n", - "sd_target_masks = sample_data['imgs'][1]\n", - "\n", - "# Plot the data for fun.\n", - "fig = plt.figure(figsize=[12, 6])\n", - "[ax1, ax2] = fig.subplots(1,2)\n", - "ax1.imshow(sd_input_images[0].squeeze(), origin='upper', cmap='Greys_r', vmin=0, vmax=1.1)\n", - "ax2.imshow(sd_target_masks[0].squeeze(), origin='upper', cmap='Greys_r')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Arguments to `GenDataset` are listed in its docstring. To easily run `GenDataset` and keep track of your input arguments, see the `run_input_data_gen.py` script in the repo. This also uses `LunarLROLrocKaguya_118mperpix.png` (or any other DEM or global map); you'll have to specify its location." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Generating Predictions From Trained Model Weights\n", - "\n", - "`model_keras1.2.2.h5` and `model_keras2.h5` are respectively the Keras 1.2.2 and 2.0+ compatible model weights for the trained DeepMoon convolutional neural network (CNN). These can be loaded into memory using Keras's `load_model` module.\n", - "\n", - "To train a model from scratch, see `run_model_train.py`.\n", - "\n", - "**Note:** DeepMoon was train using a 16GB Tesla P100 GPU, and so the model may use prohibitive amounts of memory on systems with less GPU or system RAM." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Using TensorFlow backend.\n" - ] - } - ], - "source": [ - "from keras.models import load_model\n", - "sys.path.append(\"%s/utils/\"%deepmoon_path)\n", - "import template_match_target as tmt\n", - "\n", - "# Use the commented out line for Keras 2.0+\n", - "#model = load_model(zenodo_path + '/model_keras2.h5')\n", - "model = load_model(zenodo_path + '/model_keras1.2.2.h5')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The model can then be used to predict target masks from input images, and extract crater rings from those predictions. Let's try inserting image 17 from the generated data, and then plotting the predictions and extracted rings against the ground truth target mask." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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cxpKLzmazTF7KWPkaHaDIOs+Kaqvzf1pY3rB2u5167q+vr1N57eXlZTruHz9+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H3M3ReeCyHVtqdqRkpn1Fevxiaq/HrsbKZmW68z2s54PK7PG9rHV6tV41q1rozhcFj/Tte32CzQ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\nSiQSm96LHo+Hr78BOVvAKYJN1XKpKFS9ruD3v+/B0pIPHo+Bkyc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lrgUCAW5Q0cWvWOSZ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K7rnFbL/qZSKd7OhyEoVA2NKOevHqin3ElI5lGipcV8LmazYfT2WiOemqbx+UJpt+v18qdS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\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KBsXiAIpF8b1oYnKygJMncxgfd0CnIn45OCl6JbJB821TiN8lGl5AIYYdiB4F+n+tVvPs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\nYpXib7lclorAyM5B6xyNRivGf5m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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Use the CNN to make a prediction. We use [iwant:iwant + 1] to keep input as a 4D tensor.\n", - "# Input data MUST BE PREPROCESSED (see proc.preprocess, above) before being passed into model.predict\n", - "iwant = 17\n", - "pred = model.predict(sd_input_images[iwant:iwant + 1])\n", - "# Use scikit-image template matching to extract crater locations. Only search for craters with r >= 3 pixels.\n", - "extracted_rings = tmt.template_match_t(pred[0].copy(), minrad=2.)\n", - "\n", - "fig = plt.figure(figsize=[16, 16])\n", - "[[ax1, ax2], [ax3, ax4]] = fig.subplots(2, 2)\n", - "ax1.imshow(sd_input_images[iwant].squeeze(), origin='upper', cmap='Greys_r', vmin=0, vmax=1.1)\n", - "ax2.imshow(sd_target_masks[iwant].squeeze(), origin='upper', cmap='Greys_r')\n", - "ax3.imshow(pred[0], origin='upper', cmap='Greys_r', vmin=0, vmax=1)\n", - "ax4.imshow(sd_input_images[iwant].squeeze(), origin='upper', cmap=\"Greys_r\")\n", - "for x, y, r in extracted_rings:\n", - " circle = plt.Circle((x, y), r, color='blue', fill=False, linewidth=2, alpha=0.5)\n", - " ax4.add_artist(circle)\n", - "ax1.set_title('Moon DEM Image')\n", - "ax2.set_title('Ground-Truth Target Mask')\n", - "ax3.set_title('CNN Predictions')\n", - "ax4.set_title('Post-CNN Craters')\n", - "plt.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As noted from the paper, the trained CNN effectively finds craters with radii $r < 15$ pixels, but has trouble with larger ones (we did not search for craters with radii $r < 3$ pixels)." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Post-Processed Craters\n", - "\n", - "`post-processed_test_craters.npy` contains post-processed craters from the test set (`test_images.hdf5`) identified by our pipeline. To make it, crater detections were aggregated from all test set DEM images, and their positions and sizes converted to longitude/latitude and kilometres. The dataset was then filtered for duplicates.\n", - "\n", - "Each crater entry is arranged as a tuple: (longitude, latitude, radii), where longitude and latitude are in degrees, and radius is in kilometres.\n", - "\n", - "Here we visualize extracted craters directly onto a Lunar patch using the `crop_craters` function." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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p9WxSqQNisTLV6jByK6AuLIoBwyOqZOxc1yWXe8bBQZajowKFwt6pJflx4yHy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FSVPHVcapOT0MKeI36T63OL+Qsr0fpN7e8C4LpuBMOw0bQ2zeYoz56do1qNMzV1PMZG1QqFVhQG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\nV69usrV1knI5wxdfnOXll59gmk6HoZJlS3f9dUGtqKe4r1RK8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h/r67keZdtsxmi3Y6TT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\nPWxb96zLzWjdTPUsOhPg1ovBinfJS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+ap18Va0XnxIsDcXIzf/OZkmEMyHu8N0zf5fD4y\nGcjngxQKfhYWWti2Sa2mDNZsB8Po0umYY7sZcn8F73AC1Ew0TeFXvyrT7Spsb/v56qsUv/51bjjG\nMjB0n3QluwZ4rRN3EW4YMm0LISOs94JmGw04PDTQ9T4ffbRLMKhw/nyZSuUC1aqfw0ODbLY+Brrl\nfsprzs0HHL/gNoeHNsWinwsXamNrxa2MumnGHYPgBRYmjYVlWRPzagK0WmEOD8/TaMQwjA6ZzBaJ\nRP5UfV6ASqZdWdCLtFoixVYy2ca2U3Q6fqJRBcPQOHeuw+6uTq83Aq+CV8PIUj0J1MpFFtLiXvd4\ndDqOchyNVsbAomFUse0epulHVcE0jUHwqP3aGI1yOQyM4kp6PY1mU0PXO8TjZQ4PDWwbwuE6uj7K\nbRsO1wmF2nQ6YbrdAD7f+GEcgg7cQUfynLrnWP6UfZjle7yUbPf/Z/XXSz6JsTaMNnfvbvHdd6s8\nfZrA77e5fr0wpviM7jVO9cstJ8Rnq9UiFsujqha12hTt9jzh8CGdTpxIpEO9HgBaxOM5gsESCwub\n7OzcoVCYYmWlOKRBuTjvDfDqVZpXr2LMzhaJxWpcv76LHBAsrz1BC4KfiPU+KYBOyKVeTxnkUR9X\niOXMQO5xd8+3KLJro7s+r+fdypKmdTFNH53OuMwUslzOLf9Ty88C4LrzaU7SDCZdhxEDgvGTYdx/\nAuAWi75T71RVeOONIy5fLrG9naTV8mEYFouLNdLpFpY1St/kXqSTUoi4I+vFPUIgCmD0Oq1EWOr6\nffjjH1N0u32uXs0TDp/QbDaHW3uqqo4d0OAGvII45CAuAZQikV1mZ5fI5xf5/vtzfPRRk0AgQLvd\nPuU/LOqSgaSiOAnJd3ZmME1jWF84XGBx8QnhcGVYp6xtnzWv8ti6F0o43CAcfgrI1pPT7hjid/m6\naLsMct2AV8yfAFMyuBV+kbJVV3YpEP0aWQ3HGbrPp3L7dotvvjH4/PMUv/mNxtxcYwzgWpbF4aHB\n559n0DSNGzdaaJqJaVpj+QDdCo3M7CzL4s9/jvHwYXgwR326XZWnT4Pk80H+638toiiOABPuCOLZ\n0XZxj8NDg2fPnJRinc54lKuq9onFHMDq9zvuQoYBqqoMInIVLEunXFYpl4M0mz7abYODA2NI+/v7\nUXS9z9JSiStXjun1VNbXs+zv+3n4MMnychOAw8MIth3G7+/i9/tZX4/RaPgIhSzeeafI1187FjdV\n1SgWteEakKPyZdqQA0ZHiprJBx8UOTrKsr8folAIMTXV9OQpMrgVQtI9L+K7mzHLa152Z3IDFwc4\n28P8rE62BgVNU/H7Bf9UPAGHl1B297nX65FOO64xpVLwFBATQNsNUMQBIzI4kfs7qchjIQ6VcSf/\nB2i1Yjx+/A79vqg7SLF4l+XlR2SzuxMFndvQIYMAcV32+02l2oTDFtVqkJOTEFNTXQzDh6bZZLP9\nMd7ntdskg1c5ZZMYW7dwF+Mpv8vnc9rc6YQxDFVKq2QRiVTpdtODILMmPp+Kpr1+q7hUigIQidRc\ndTtjUSymUBSFRKI55IdOW3xSOruRZdQNmNy09jo+7gb6ryv/L0DmdXUDZDIV7t7d4fvvV3j0KIOq\n6ly6dIDf3xsCQ7cSKxc5wFDc71hsW5w7t8f+/nnW198mmTyh01FoNKYHvv463W4Ww9jC2dkaBeW6\nwa2znsJ88811XrxIYRg90uka77zzAp9PBZyxc6fnFMq14ClCFnm5E46PlRjj037xXuPvdutzF+86\nOHXNbXRy3LPE6ZynU/GpqjrGa35q+VkAXDjbB2fSdfcz8kKTtXf5u64LoHj6JBpxbyBgcv26O4Hx\n6Ta4NfFJVhuZwERbhGAUvjdugpIBhAAbqqry8mWISkUjEqlz4cI+zWaTZrM5tt0rLJiyNgfjgRGq\nqg62wEYpc7rdLisrLygWpyiVIpycxEgkemPblfJBG8Ly5fTJ4uXL6+RyWbrdNsFgcRA5Pk29nmJ9\n/X0uX/6aQKBwCsTJbZPncJLW7Aauk4IQ5Wvu59wAF0ZgR86M4b5HaM1uq+6kOty+yXK5datJpeJn\nfT3Ev/xLgunpEFeutAkEutTrsL4e5ODASTN2/nyXN9+s0umYp6JhRRHzIY9rqaTw4EEA2+7z0Ucn\nzMwUqNf9/OlPs5ycBLh/X+f27XFhLUBhvd5jfT3I+nqGUkkf1NknHK6RSDSJx52/WKyFYYz7kwpQ\nIAsEQe+NhkK9HqNWi1Auhzg+jlMsGoBKNGqztaWzvJznzp06X399mWfPQty8ecLMTJtcLsi//usy\nS0tNmk2Do6MwqqqQzXbZ2YnS6fjw+62BD72juIlTeNwATeR0lV1rNM1xnQgGda5caXD/foxnz6L8\n8pfdUxHIsivAJCuWm45fJ+BlPiDvMvj9XeLxNtVqkK+/nuHKlTrHxzHyeT+6bpLNtjHN8ZMg5Xd6\n8VH5wJJs1qGdUkml39dP5YF1K4CCj4m5nZTWx6vIa0kEw8pjJcre3iqmqRMO75FOP6FWm6Zcvs3e\n3mWmpvZRFO+c6WIdyHxLgE0vRX1mpsLSUouHD+Nomk2rZWHbXe7cKTA93cY09VOywj0/YjzcB6K4\nfZLdigc4YCWTyXNykubwcJFEYhvDGNHZ7GyeJ0/exLICXLmyh6aNz4UXPXU6OrlcHLCZna0Dzs5J\nMGjS6/mpVjPs7U2haTA3lx9LrdbtJul0Quh6n0Cgizjpc5LlTu7XTwGaZ5V/D6h1B4qdBb4WFiqo\n6h737i3z5EmGdlthbe0Vfv/p3RfBSye5mWmaNgxGv3z5AMMIsb+/QLU6g2mCpunEYg0ikSbN5jRP\nn/4GTQujqirT06VTKR513Ue5nObevTVevMiiKBYXLx7y7rsvMAwTpBNAZYVY0JrXoQtyRhF5zEZ1\nOvTa6522sosiYwj3GpX5mpcBQR6rSbQxUvjEoRXjuXZlmfs3CXDlYAtZ45g0YGcNpHhOtuIKbScQ\nCKAo3cHWoO35PtnlwV2H2zrn/i7XDYzlQHUvDNmSMgmoy8+Jdz9+HMK2bZaWDqhWS9RqtTE/TBkw\nir7LWy7CMuAFGC3LotOpMj39it3dS2xvTzM31xpcd4CA3+/33IYtl1ODE1d6XLz4FwKBfVRVxbYN\n9vfvUKkssrd3nbW1r8YWkQwAvMCh+zcvIOGVxkq2sMtgVv5frkceC+EDJZQP2d9W3CufViYArvAb\ndOd6NQxjaEGU61UUhV/8okwsZvLgQZjjY4N83hE04h3BoM316y3efruGaXoH/7jXhqqqwy359fUQ\nvZ7JwkKJZHKfcrmFz+fjyhWbP/95ie3tEO+95zBLYU3L5SwePAiyvh6n13OYjt///1N35s9xXNd+\n/0x3z75iMNhBACQIkCAlcRFFiVosWbYkO15e6r1KqvJD/r6kkqqk8vJsObIs2VpMLSRFkRQJgiT2\nfZt9n+nOD407c+aiQSv5yb5VKMzS032Xc8/5nvVWmZjY5dSpPUxTj3GGer230oc8DEA1tS9cq1GN\nVGqXyUmD/f0kuZxxVI2gwepqjNXVGIlEk50d6yipy+H11zf4y19G2N8P8/hx7Cixwubdd7NsbIT5\n4osMxaKPTKZGJFJjfDxPrVbrJEyc1CStyDqrZ85kuXs3ztpaGJ/PxLZ7j61VfOIk660uWBR9SQuo\nimcOh8OdxA/5G7WH/X64fHmbzz8/xdpaks3NdGfdr13LYlltarVmD/CU45NNHVWr+hMOh0kkYGKi\nxdZWmKWlJDMzBx0AL0GUAugytEICPNUkL9Lfq34rz5Hcl5KvlkppAKamHgE5IpFDarVZarUI9XqC\nSCR3bC11PiFDFLoGjFAPfxkYaDI+XufpU4dYrMU77+wzN1dgcLBOodDu8E11X7X2ssKI4ukS6Cl6\nOEnJVbLC7/czMnLIykqTej3J6upPOHXqGcnkAZVKkELhNPV6Etv2EY1WPMGtroSvrQ3gOCajo3n6\n+nwYRphIJMLcXIWHD6N8+eUs0GJ4uMD0dIB2OwO41Rzu3j0HuMDXNO1O6ILim7rx6P8F3P4YWSfH\n8zywKscvw8n0+ZHXmabJ2bMVEoltvv12irW1EUqlBFeurBKJ5DpVAyStKr6v0xK4SmIsFsNxHDKZ\nQ+bmDtnZSdJqmZw5c8D6+iCNhp+trekjxdFHX1+RUGiTVqsPy3JwnAD7+ynW10fY2OhnZydKMNhk\nbm6d11+fxzTruIdO2JRKpZ59omRPpVLphAio0EjdnS9lkup/KOTmc2Sz3XhdPf5Yza2e16OvjS6n\ndRmsqprIe3blqJ9qNXCE01o9oZ3qej306se0vwuA69VOImydSf4tRC8nxC1ppOICnZ7NKZuXZVcJ\nJp1x68+QC3tS2IGK2VSvT6ojqvqnvstmDba3LUKhNpOTBcoCZxiGcczNpwCXFO7FYrEjfC3L6rHg\nqueMju6wsXGWzc04th3CsmrHmI90X7bbbba3xwEYGVkkHt+j1VKxoA1OnbpLtTpGoZCkXI4TjRY7\n86y0Q71wucoIlevsNT+6cFRNKiMnhSJArxVLt+DKAvHyT21MacWVSpC+buo5cv4kALl+vcrVq3We\nPg2xuuqn0fBhWTZDQ1XOnasRCDg9h0Soe+jj1gWCa2VUsXzdz1xw3ey4gxS4rVab3LoV5+5dt9JC\ns9mgv7/A1JRblL/dVqEM3nF2OtDRaVopRjLj3FWaygSDVSIRm+vXf2B3t4/V1UH29lLs7CSoVGxW\nVnyMjlb4+c9XOTyMcHAQJhw2mJ5uEon4uHcvwf37w9TrPmKxFpcu7TM1laPRONni5MU75D5PJh3i\n8Tblsp983sLvt0/Mlletm9x3vJKGPlfKxakUGt0LIGkKYGSkxvvvr7K4OEChECEWazM7m2d8vIFt\n/3ieqV6r/a++P3euwNZWmPn5OGfPHnTiVb2sQ+DtwbJtuxPqchJvloBIxgvq+9mymrRaLvhKJBo0\nGgGazeDRnHTLFv4YGaDX8VbzqgTs8DC02wY+n8O77+aw7RbtdtcCqwtc3Xp4UpOyxEt+dMcLly49\n4PvvL5HLJclmr3RK8LmgKIthwNraCKdO7RIK2cfoRdGQ3x9kbW0In8/HzEyuw7cikQgvvFBjft7k\n0aMEkUiDX/1qm2g0SqvVpFCI8vjxCLu7cSyrwdTUduf+Xvtdl596roRuBJJj9qJJ9d4L2OrvJc/V\nf6ODX/WZLO85NVUjnd7l888HODyM8PHH05w7t8X09E5Hpul8VdJoN2Sw1ck9MAyDSKTFxMR+57cD\nAzmWl8fx+x2KxShgkEqVefhwuufeth1geztFo2HS31/mxRe3uHJlCdOEZrOrGJ8E8LywjDT8nCQ/\n0+k6EOfgIOh5DxmepPM0eR+dRnRlV18buSamaVIsmrRafiKRNrGYg2mGOkYm9Ru1h//h6uBCLwEr\ngKi7sqUVRL6XzEYXJLK5lkjzqDTIyYkP+m915qv3+ySgfFKCkXzu856vM4ftbXe5RkbcYxW9xqj6\n02q1OsJTWngjkUgncUzvRxf01UkmK1SrEYrFGJFIsRMrJMGyFMC1mltbMp3ep9nUhWmbWGyfUukU\nzWYKw+gedSzHIC1C8vXfmh/gRCHp9eeVSKZeS8AqS4HJxDL1X21A6BYXl6WtTqqKoa+9C+jdQtvn\nz3dpvZsIcPwkKUn7XrSnlJ3BwTKO08fycoyzZ8NYVhXbtpifdy02w8NueMvWlo9PPx1gf9/AtltM\nTR0yPr5BLFbp0I8XyFavdQAkXbN6OIpt2x0LcyAQIByGdPqQw8M0339/nomJXSYnCzx61Ec43CIa\nbfLxx8PMzBS4du2Qvr4SfX2ljnvQtv28+GKe2dkYzabJf/7PS5hmreN2e16TfZQWENXS6RbFokku\nZzE66u+5TjYvICAttZLGpcfqpPhy9b06WllZXAcGbEZHD7GsQs/627btCSp1JUt+ryeijIwUCIfT\n5HIm29thBgdPDv3R43SllVJvzwNIcq/rbXh4g+XlWZ4+vUoyeZpyOY5tWyST+8dqwXo1HYR57RNl\niS2XLSzLIRy2OTwMkkp1k/K8hL7X+NQaSOCve7p0Y4jseyJR4/r1O6yvD7O1NUS16sfvbzM4eMi1\naxs8fXqWXC7Bd9/Ncf36AqrUoKInxbsODzPU6yFSqTpjYzUCgWCntrttBzpx3IFAmx9+GGZhoQ/b\nblMuK/7Z4OrVBaLR+rE9JOWJPoaTlDqveX+eQqLvhZNey2vVWnkpiPJ7ec3oaIN//udtvvmmj8eP\nIzx8OMrmZoKrV9dIJrthM9ISKddeVRAB78RBgJGRHOPjRXw+A58PHMfP5maajY1+Go0gtm1SKkU5\nOIjS11ehv7/MlSsbjIwcevJZ2dR4VF/knCgMoECxLEOq+K4LcBv4fA75fIBGw614I8MB1P2UYi+N\ncXqIhM5rntck//D7/Z2EyHS67pnTIpMa/+EArqrb+bcW1GvD6BOrC35d68nn3bpyiUTFsy/PExBe\nWudJhCfHoIMCr819kjVJCuD9fdedkE7Xjm1e2RcFyur1eickQW0AvVSYfKYqBwYQjxcpl9Ps7wcY\nGzt+DKJuzTAMJcwjPcH6anPYdvhonXtjmbzmWv9Mnz+vufNirjp4UP2WFl3d0quDW+nO1EGuHjfs\nxVhPal50oACH7v7zirdV18mmV+ywbZtMpsXoaIn19Qh/+MMU8fgAxaIfxwkSDLY4cybLzZspvv8+\nRqtlE4/XuHp1jVSqQKVS6TxDglQVriI/lwdySNrSwYWiS6l0tVotLlx4wp07FymXo8zPn8Lnc8uK\nvfbaU/r66iwsDLOwEGdrK8qrr+4wMlLprAu4pcksy0cg0CIctmk0vBOCvJr+uZx/w2hhGGHabZex\nK+Zqmt1yPF5JQwrsqPtJJUcCTX3vyt/I4u0yTl8qZXrz+ly3ZMnn6TQ0M1Pg++/TLCwkGRmpHvud\nbDJZTTZ5SIVeOlAHfNL1K1ur1WJ4eJl6Pcr29hi5XBrHcYjH85w9e8+zT2rN5DOftwdVy+cNNjdD\nZDIN+vsbfP99gp/9rFvU/nn3UbHYXtndEvCexLfkf8MwCIfbzMxsMD29dlQruXvtxYuPuHPnMvl8\nnG++ucjly0sMDto9XibDMFlaGsfv93P+/AHRaKTDrzY3I3zxRQbHgRs3dshkCqysxKlULFotsKwm\n4+N7nDq1STBYpdk8vi4y1MNLVuqyWbbn7UE5z17zrd7rIRleYFiC2K5V2zt0IRh0eOONfSYnQ3z2\nWerImjvD2FiJmZkcQ0MVHOdkRVnyaNnkntOV2tOns4yNFVhf72dlZZBg0GZ0NM/ERIFLlzbx+xvH\n+KPMo5HjV00Hm6pJeS/3XVe5bNHX12R/32JnJ8bYWLFDr3p1FzUuKY/kPpPPPWn9oMs3FNhut9ts\nbrq4rL/fVeglkNaxyz8kwNUZr5dw1Ju+wWT8rBezMQyDXM6NYVXVFPR20u9kn05avJNA2PM2tVeM\nrv5aJf3k826iTzLZWz9UEplktIp4ZKiCToQ6KFYtHHbDCEqlQCcZx8v1qP4PDOSoVPrY2TnN5OQG\njtNlgJVKH5VKBstqk0rlMIze4HovJuX1/iQFQ18XCVjVa69QBH3TB4PBzgED+p+KP1avu7V3fR3r\ntpz3H9N/mbygK2Zq7cC7duRJNKWaPLXm9dc3uXNnkOXlZKc8XiZTZWYmy5/+lKFYDOM4bWZnD7hw\nYRvHaVCvNzuJkOp+SlGSYEVZCnTLvpoTfSyyqQMu6vU6ptnklVfusLeXIZdLYZowMpJlYKBKKBRk\nZCTH3btT5HIR/vSnUWZmCrz6ah7TdO/vWkfceMFGw+kB5D+2SX6jLAaqTFQg4OsoFZK+ZIyqWr+T\nLJmyyZAc1fQwFmXB0K0ZEjSpvtRqDltbAfL5CNWqRbttY1k2yWSdgYEmiURv+I7XuAFmZorcu9fH\n+nqUatVPONxrKdL5sozNVVYeJQS9LJ2yD88DQAqknjnzkNHRRcrlOMFgnXA4dwT6jpce0vmw3rwA\nDsDjxzHAx+uvl9na8rO+HmN1tcbUVNkzJ0M+Uyrfci708eoWPp1v6f33Glsk0uLll+9z794lyuUY\nX3/9EufP55mdzRGPu/Tz5Ek/2awbv37xYoNwOEKhEOH27RRPn7ogYni4wptvrmMYTS5d2iGfb9Fs\ntjCM6lFJsnbHcqsAlpcS8jzAKr8/Sbbpnz0P3HolkumgV1a06ZZI7O4Z+afLzomJBv/yLzvcvBnj\n0aMQ6+txNjYSxOPuyYWTk1kCgV4vsj4HkhZkgpqktUIhyuJiP5ub/bRabmhDJNLgxRc3OXWqcOQd\n8j4WGHrpSHp5vHiXeu11Eqrs/8xMhf19N5l2ZCR/bE0lPT+vPvZJOOgk2a3GUyrZrKzE8flsTp8u\nYttmR97IJj2JP7b9XQBceL72JyfOa/IloeoWAt1t0TWF107si1dclc7EnjcGr2xdvb8S3Or3kP9B\n1iNVFiCns1FDoVBPbKN0O6p7KHewTjA645Hg2OdTTM1HKBTqyXY2jN7yYM1mk1OndtnYmCSfH2B5\n+XWGhp7h91c5PBxkbe0MACMj20fZwdaxZ580l9Bb3kenEy8gqQNZdb20unrRhor7VWBCWm1lWIKs\n7ypBtEwSks9VlnSvzQ29TEwCXknvXoqJ10b3UsAsy8fcXI6pqQqFQpN0ukm5HOaLL4ZwHIO+vjqv\nvrpFKlWk1XKTlWT5K72/sj+yQH/3ed3TpKQ1VK6XBPPdz1v0928xMLDTWZ9m0y2JFA4Xef31hywt\njTI/71pzs9ko77+/Qyzmxv4lEnWyWT8HBxap1PF5+TFN5zH7+9aR16Q32UoeWRoKhTp853nxuTqw\nUidqyXlVfEPSn0yClPTbbttsbwd5+DDK4mKQVst7jG4MZ5tz5wpMT5eA3rWR/QuHHSYnK6ysxHjw\noJ8bN/aBk6ucqPfKEqvAoNwbiifqa694yPOO/7Rtm0CgQiSiYoWfzzf0+dbnvtfaaVCr+Xn8OI7P\n53DjRoP9/TaffBLh5s00w8O9njL93moOdF4vFUDV9NAFOT41v17AVj4LIB5v85OfPOLJk0nW10dZ\nWhphdXWMoSG31Jkqf/XyyyUePBjk4MCtEe32weHKlRwXLuRoNqHZdMsVhkIN/P42zabTSSjTvUhe\nssNrvbz39cntefMr504HpDoPl6FkupVXN1So//ozw2Gbt97KMTNTZnm5jydPEhSLAW7fHuDBg0GS\nyTKpVIVYzK0iEwyWe+JTZYy1G5cbJJ8Pd6rFZLMRyuVwJ3xtcDDP6dP7DAxksSwD8HfAqVp/CeJV\nTLZsikfrcudvKR7Ki2TbNrOzFb79NsHWVoRyOUQ02qVd6cWQPF02udbPW0e5VySmW1lJ4zgmY2MV\nkkkbywoew0Zeibw/pv3dAFzoMnAvi5WuHavrZZPELwlYMdhczk82GyMYhIGBWg/xPK/JZ8qYM9ln\nuch6/KjshwRDXuNQm0W/xt08CvzQAV5KqLTbbWq1GtFolHq9TiAQOJZ0JhmE7I9MdgH3jO5wOIZp\nmgQCfsLhcCcWUIaTyN+/y6NEAAAgAElEQVT7/S2uXl3g3r05yuVRnj0bERvSJpPZYXZ2BcvqHrCh\nLILy2XpfVT8VoFeC0msjSUboxQAVY9NLf6n1jEQixxLGJFNUAFkKb90Cr59SJV1Naixy/BLQqhgn\naS3V50LRghfwVdd2wWGQ+fkMjx/HqFa7pboMI0Ch4CeZbDA3V+TixXUMo32UWNbNxJdMRQo5/Vhe\npWCpfSQBb7vdPgZ+VdMFkXwtrexqT1iWxdTUGgMDh3z77Wn292P8278N8vOfb9LX1yaVqpDNJtnZ\niZBIFKhWq1QqlZ6z2eWzT7JKqWvzeT/VqkU47JBMtjsKprLa6+sq96K0uKjrFD0pHqISTXWaU31Q\ncbeqyTUoly3++tcB1tdVkppNJuPWIo5EakeVJ/xks0H294Nksybffpvh3r00r756wOnTZUyzGy6h\n+m4YBleuFFhfj/LkSYLp6RojI1VisVin5JpcOzVnkk6Vsi3BqxcgUrxeD1PQQa8eaqLTjpx/fX0V\nqFW1q0OhkPDE+PniiwGaTZPZ2SbDwy2Gh1ssLFisrfm5eTPNT37SW6FGPU8mn3lVsZHv1fdeIFev\ngyqz4KUskHvCNH1cubLF7GyVzc1TbGykODiIc+tWknLZTybTYnk5KWi1zdmzZS5cKBGL1Wk0ujXS\n5QEYOjDSgWqj0Ti27jof+lvAVgfxknakzNZd/OpzNR9K/upJwJFIpEdGK8ArvW8S9CrepZrf7yeZ\nNHjhhUNefDHP1lacxcV+trYiZLNJ9vdjNJt9R7y6TjrdJhj0HZXVa9NquYpDtWpSLoexbYd221Wk\nGg33ZMeRkQJjY7sMDh4SChVpt30Eg5EeXivnSfVPyRX1Pp/PH5sryX+U9VYZZdTYpZJtmiaxGJw9\nW+Xx4wjff5/hnXd2qVar1Ov1npwDL4ApvTsyd0o1PZ9K8nJ3HZKsrZ0iGAxy5UqJaDTaoUXdANRu\ntzue5B/b/q4ALhx350pG5pWFqv9W/VdEIn+zuuom1kxM5FB8RY+XfV7zIjr98+c1LyDttdmhF9yq\nTRwOK8I2GR11mbYM+JcxfjJOMhwO9xSjV8+ShKk+U9bKZtMFuOFwtdN3xWD1MmHq9eBgiddf/461\ntSH29zO0Wj5CoTKjo1uk03vP1dZVX3WmehJD1OdVLwOmPpPzpzaaBDxqDhSAVeOU/ZJj96p4cdK6\nSY1VD0ewbbvj1pdjV00HT5Lp6eBJPk+Bi2w2xMcfD1GpuNeHQlUsq8GzZ1E2N5MYhkE8nufq1UPa\nbacDbqXAln2Rp/3oCqjsj2q6BUg1PQZczp90Ncp11a2i4XCRGzfmuX17jlwuzIcfjvLBB1uMj+dZ\nWkry5EmCmZndnjWVQFPvq2zSpbmwkADg9OkqjtNrMdcB6Un3UvtOWg3l3vNSfiWYkU29X14O8fnn\nGVotk0CgxexsntOnDwkEer1S6hmNRpvNzRgLC/3s7YX57LMB1tYivPHGPobhHFP20ukWV64UuX07\nyZdfpvn3/367UxdXNzR4hS5I8CctW/o4VPMCs3pMvZpDnW6ex3elcqsDIcuyWFlJsrERJRKBn/2s\ngmm693733RL/5b/0sbwc4dSpKFNTx3M59PVSfZRz4rV2cjz6Z7Zt9/AenZ+p/wqsJ5MO09N7NJs5\nbt0a5eAgTiJR57XXioTDDqlUk4GBJplMDdN0+1avu0qKPIFPb/relXvHSyH0al4yUZ8zff5OUl7k\ntV7fyfAxub8kkFU8X34n5Y7u+VXXnTnTYHZ2j3rdz96en+1tg50dg91di2IxSDbbxSuKPziOQ73u\nkM+HqdXcU+dCoQbhcJNgsEm57Gd+foQffhjE52uTyZSYmckzNJQHjlvt9eY4Tqf6icRF+p6RuEA3\nyOgW0mvXyiwuhllZibK8HGV0tHFivK9qUj4rBU7/TiarSVmo7nn//ikaDT/j4w0mJ+v4fL5jh1go\nOlQy6B8O4OoxuDrI9dLq5MTKjSNjROUmrdUcNjYGMAw4ffqg5/mSsXppH/p3yrqlLA+SsLzCDgoF\ni2zWT7tt4vc7xON1Uqlu4WQ1xpPAnNLyBwYaLC7CwYHrSo9EIj1ASRKTAr+6tVK3MOjzHA6HCYVC\nlMsJfD4fmUyzB/TJvul9b7fbxGI2585tMDOzpiU9uVaJarXacfVLy7e6Tndry34r64YO6iQQ1Rmf\n+kw9TwFd9QzlYpYJZV5AQwfQ+oaXMV+y2oDu0lb0o/7L+D7120ajcUyBUtfI+8h5kEpKqWTyxz8O\nUi5DOp3n4sUd+vvLzM+H2NoaZ2TEIBTy4fc7/PnPg7z55lLnHtLdpT7Twa0UfHo/9CZDZeRY5Fx6\nWciUpt9utzu0LOfa74cbNxb49tuzHB7G+dOfxvjlL3eIx5sUi36WlzOcObPfWStVP1L2VwkHXWia\npkmpFGBhwT0Jam6u1DMm2VcZS+vF5JVFSe0f3UWnAL+M49YVNsnHlpaifPFFP44Dp04VeOWVnc5J\nTNJqrsahXg8O1hkezrGykubu3SGWl2PU6xbvvLNJKHQ8rv6llwqsrITZ3w/wzTdJXn11rzOXhtF7\nQpfcu/ocy9ANJWDV9SqkRyp4am51z4f6r5ehkvNz0vroyqtrAAhw+/YgPp+PN98sEY2Cbbt7OJWC\nt96q8sknEb78MkM06pbsU/xUVzhVk7xJB0z6+OTayEMEJBjQrZi6BU6NZWcnzsZGlJGROu+/f8D0\ndG/Ih+P4sO3e5E49/Eg9U+c7ulFEb2pMjUbD0+1vGMcPB9J57N8Ctl7fqz+ZgCmth3qehQStygun\n8i1UH9W6SY+i+k0iYRAKVRkZaVOt2tRqLbJZh1wuQLutaM/B54P5+SRbW2FSqRI+n4Pf7yORqJBK\n1THNFq2WTbHoI5+PUKuFyWb7+fbbDJFIk9nZNUZG9jFNo4c+1L5R+1xfF+kJ0D2ZsoKCul5X1pNJ\nmxs3inz+eZKvvurnV78q4fd7GwFUX7wUfq89q/9XbXu7n/X1FKGQm+jnODbtdu9+lvtaKWT/cABX\nNh04qT8pKL0sMnLyvDSP5eWztFomw8NF+vubQG+Qtrqvbm6XhKQLKS/B3B0DrK2FefgwysZG6Ng4\nh4ZqnDtXYGLCdRXqZaX05tZqdAluayuI47jjjMVind8oF7Qai+qbsubKjayEjnyeG5IQwO8PUygk\nsCyLTKbRY31STVmnpDYmhZMOAnUgq14rAaQ3fQ4keJBCTj1HT/SS4FRpsEpo2LZJNhunVmuTyZjE\nYr4Oo1S/leOSAlluZDkWuX7yOl3ge4FfVysF6AbW69YiOF6KC7wtkT/8kKJSMRgYyHP9+lNarTqP\nHkX4+utBoMlrr80zNVXn889n2doKs7kZJp0+PMZYpBtTadCqH14MSL6XAE6CE/13+h5Sz5FroVty\n1f0iET+vv77EzZvTZLNxPvlkmMuX89y8meHOnTSjozXicX8nBloJbB1IqH4ohcdxDP7610HabYOZ\nmSqZTBM1TC/F5nnKn7K4qTnzSiRT16nPZJKMzFje2vLz2WcZbNvmxRcPuXhxD8exUWSh9r+u+HSB\nZ5NTp/bo6yvx5Zdn2NoK8fXXw7z99l5PWJRybb711iH/+q9DzM/HmJwsMzhY6ond87Jeq/cuGPRz\ncBBncTFBrWZhWQ3Gxw8ZGiqhTuOS7lT1+5PCGnSeor7XFSN5rVSmlZXP5zO4fXuEZtNkaqrB+fN1\nfL5Q534+n4+LF2vs7Vncvx/g448H+OCDHZLJXvp7HvBTsdUybtELBMj2vGtOskLv7SX48sthwMfl\ny3mmpuqo41z1fkpgfpIHA3pp7seOVyUy6zJZnpYpa5vrIFc+Swe4JwFfCeS84tXV5+o6xZeVPNDz\nMVT/lbfNcaBQMNnfD7C3Zx39+anXu9n/Mgm3UAiyvR3FNNuEQnXGxg6Zm9thcvIAeTKg5LPtdoit\nrQEWF9OUSkHu3JlicDDJSy+t4vf3grkf40XzapKXqMoFah/LPTQ3V2FpKczqqsWnn47y3ntbmGa3\n/KDaP2rPeh1DrSsy0nMpeXqhkOLu3SlM08fVq1ni8RZo8fVK9qiQHTXf/5AA9yRGpl7/rSB8+VvJ\nDCzLIptNsbU1TiQCly5t4J7j3ltjVzLY58WUnBR7Jlu9bvDxxxm2t4NHm8lmeLhKIGDTbBpsb4fY\n2QmxtRWgry/Gu+9uk0icXC9XEcrEBCQSUCj42dgIMDrarZFZKpUIhUId4HmSe1BuannCmXpWMBhk\ndzdDq+Wnv79BMum6MMPhcKcKgwLHEhzI5+iWANUk85HKgr6mujUXugxUCj/J4PRYNp2hhkIhHMfk\n0aNhnj1L0mh0S7cMDzd55ZUip051T1ZS9HbSYR1yI3spWnIcbt3lQI9lygVyDk+fRnn4MMrBgQXY\njI3VmJsrMDLi9DA0ONmtrubKXRcfT59GsW2bF17YpF6vsLXl4+bNUdrtFjMzGwwPb2MYEU6f3mZ+\n/hQLCwlee+2wZw3Us1WJGtV3oCfZ0CteXt1Dnx8pYPW5guMAuNVqdeKe1feyJJNrGW1y48YyX3xx\nlmw2wuPHEaamyiwvR/n442Hee2+LSKRXGdFptRd4Wty8OcbeXphYzOaNN7r1ZpWA1NdbVdRQ+84L\nnMkwF9M0yeX8PHmS4uAggGUZnDpVZWamRCDQ21d1z0bD4a9/naDddjh7dp/z53dpNHot6DIMSfeC\nqD1n2zaRiM1PfrLKn/40xeJihImJCNPTtQ64VXsglYLLlwvcupXgiy/6+c1vGgSDXQVZt6aqOXF5\nkI+//nWE7e3YkQLnCqXt7UH6+8u89toSgUD7mDJ8Elj1UpBV8wLZSiCrUwjlaYQrK/1sbSUIheDt\ntwv4fL3Pc+/h4+23S1SrER4/9vO736V5990mw8P1zl6QsYWqb/K99BKpPukeP51GvA6kkAq6LFu4\ntZXiq69GcBwfFy8WefnlIoZhHXNVe8kp2U85Z3oIitccnwTQvZqulMjPJL2At+FC98rJ3+ggVdGk\nbsWVc+jVH7VuLiCHpaUIT5+G2Nvzc2T76oB+x3EIBtv4fA6O06LZrNNqOWxtJ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USKerHfW2LfbOeEqPx8Mrr5TY34+xvx/mzp00b7yx3zWZdnb83L2bYHs72ArUTiYLjI/v\ncvasyd27U5RKXqrVIMPDTapVL7ZtdSyp2rbG0dEJ1tfPHoPrDdLpLIlE8/ggAiiXfWxtDbO1NUQu\nF+Sbb8Z5/HicsbEDJidXWnG/boJNZTZhccmWbzAY7HhWFZLqRjNd13n0KIplaczMlHn99R0qlTI7\nO318/vkoT5/2celSHVkvCGEhKwzVayZ7Nd28f+3lHVhaSvDkSZSjIydH7+Bgk7NnK5w6VcXr7R0j\nLb/71KkGN26EWVsLce9ekvn5IvW6ztdfJ6nXvQwMmAwMmJRKGj//eZRiUScYtDhzps7YWBPDsFlZ\nCfD0qY+nT/2Uyzo//WkBBa8d0xyePvWxsuLDMDR8vibT02WGhhyebKcG83Us64nJLcqzZyls22Z+\nfpuTJw9oNptMTBzg8/l49myYhYVRvvhihEikzvh4lqWlFACXLy8Siey1NjrWamUikQKnT+/x4MEb\n7O6mSadD+P35jrFWwa3KU708RTKQFdfl+SPe4fasTDf1mjxPVb4W303TObJaAA7LshgeLhIKNSgW\nI+zshJiaMloAxDAMAoFAB2/Iglpd0RBtknm5nUJKY2kpxJMnEQ4Pfa0lTvkegFrN2WC0s+NB0xwg\nFghonDpVZXY2S39/dxqckycr3L+fYHU1xssvt70yoshgSh43N5AH7SVij8fD1tYouq4zNZUlEOhU\nPkK5uG30gW5lJUokYjE3V+bgwMfOTpBCwdk3EYuZjI3VKZU8rK/7+fjjOGfONIjFfDirWn7AOQil\n0bBpNnVKJe9xQniNYtFLoeAF/Oh6kEuXsvz0p3tMTork/t3GisyDs7N1bt9ucnTk4ec/H2ZoqE4+\n76Nc9uPx2Fy8WOqIlxfAXaa3Gpogy0wZALopYTXEQwW0YmzE0nK9rvHb36bY3g5IdUA+72N52c/Y\nWJOf/MRx2Mh9VYu4Lh9JL9ogx8bL8Y9qEfHq6lzp9d42qHLfJKbSxaGnjq47n/3+MF6vhtcbOq7D\n7qCXAHZq+f3vI2xtBYhGbf78zwW41Vq8LGeQUPWdHE4nO1VEEU4ksLt0mBgzOUZY3XwrA2DVA6/K\nxHbdcPnyM548eYlKJczjxy8xMbHRkSlI9uL2mqvgGP+aBj/8ocnhocazZ34qFWdfx/h4jmAw37EJ\nXtBElSmC7vLhIqLdalYEVafLK87yd1HkPgmay8+6ebtfVP4oAK6uO4cOBIPBDitPMIM86apVnZWV\nU+i6weDgAcvLs1SrYcLhPJOTNcDXgfrFsrfMiKK4KWZNg9dfP+AXv5hkeTnK5ct5wmHz2BrV+Pzz\nKI8fx44neI2JiRwjI5uEQrmWh3Zmps6TJ9MsLIyxsjLAyMg2icQ2Pl8Fy4JcLsnBwSSNRoRAQOfU\nqS2Ghzcpl9vL+WIQx8ZyjIw84+hokN3dCfL5BIuLKdbWIpw+vUR//0GHEIe2AhZ9VfORAgSDzvKf\nsDCFspd33woayfTK5ZzfTpyoYNsWoVCI2dkmX36pU6loODt924LC5/N1gVt1Y4+weIHjDSPtROXt\n+CrnGOTl5dDxODnju7vrYX8/wf5+mO99r9AKkRBF9TZZlkUwaPD22xU++STC7dtxvv461ronELB5\n770KmgbXr0fI5WzS6TI//OERHk+jJYyuXvVz9myQX/6yn40NL7dvB7hypdbhYbx/P8DNm0HK5fZx\ns5rm5eHDIIlEg9df36O/vy1MhBUuYo8E/5umdrxJx2RiYh/TbG/OazabTE7u8fDhMGtrMebmqng8\nJqap09eXIRLZo1AoUC6XqdVqFIvFYwCaJxp9TibzEnt740xM5LtWF17kuYW2t1RWCi8KWZBzW6s5\nbMHJOiJ20sr8qnpABICWdwDruhPLKwtMx+KvMT6+x/LyNIuLYUZHjzqAmeAzwSvyMqYYa9nQU9tW\nq3l4/DjN4mKYRsP5zeczSKfLxOMl4vEy8XgDXTewLJNSqUqt5iOXC5HLhSkWo5TLEe7fD3Dv3hCD\ngxXOnMkyMVFuzce+PpPx8Qabm36ePBng1KlSSwkIpSwrFrd2qmPh8/moVMJsbjonF546lW+9Tw0R\nksfJbam6E2zrLC0FuXkzSb2uMzBQZ3i4QT7vZXY2Rzxe4auv+nj2LEE2a7GyIpa2/ViWV6qnDRZ9\nPpvZ2QrXeexwmQAAIABJREFUruXweOrs7ztzHoLcvDlCNFplaKjtfRbjJUIF2hsILX784wM++ijO\nxoaPrS3n4IR43OKtt/IMD3cqTxmgqDSsVqsdv6l86ha2JNoiZLP8u5zK0XmXzkcfxdna8uL3N5id\nPWBy0tkXsr0d4/HjJGtrPv72b0P8q3+Vx+t1jxuWwZKIqRXXVTAjzws1rZncRlFko1Oed/I1Weeq\n+ytEEbRtNmv09WXJZPq4c+cyiUSNw8MYzqbbRkfMqbwULxwYh4ch7t+PoOs2P/lJiWTSCUexbZta\nrdYRPiJoIM9rVd6pYFfoZZ/P8W7Xau2NbTJNRJ/cVjJl3af2X9BF9VB7vRpjYwXW1sKUSn3s7lqc\nOVPpCPkLBAKtVQVBd7mf6sazRKLBxYuVDo92qdTmf9lrqsYgi/6IFWPBB7K3Wjwj2uc27qoDRaaH\nkG+yUSYccr0AvFv5owC4YsLLBJO9uLLnsVTyoeteYrEGly9vsLx88tiTV+moUyWczMC9AsHF52TS\nYnKyyvp6hGfPorzySp7NTS83bqTJZgEM5uYOOXnyAE2rUygUqNUaLWYYG9vE56uwuDhFtRpheXkS\n0xxrKUvBeLFYg5MnN4/Po29bluqSo67rDAzsMjS0T7kc5/nzWbLZBPfuzTMyMsDMzDP8fqNrggrG\nU60qQWPZ4nLboOAGcqNRsWQeZHLS8Sxsb4ewLAiFzBbwVIW9/FmODZLju2SPnCzMvF4vDx9GWVkJ\n4/U2uXIlw+RkAdBYXo5y+3Y/CwtBRkcN5uYqruOqLitfuFAnmbS5cyfA5qYHr1djZqbB5cs10mmL\nfF7n+XMPtt3kvfcOsO0a1Wqzg27BoMG773r48MN+HjwIcPlyrdWHr74KcvOmA8bT6ToTExmCQYts\n1sfiYoRs1suvfz3M97+/01phcPOcCANBKGix6VC+1+u1qNe92LZGX18Dw3C8ksPDuQ6gJnhLfI5E\nNjk8nKZSiXbRzI0H5PFRDR8BbkWWCBkQy/WIcW40Gl3G1HcRXL08ub08RoZhkEplWF6e5ujI3xFP\n1k6f0+lNcQO5sqAXzy8vh7h1awDDcBTL0FCdubkSY2N5Go1KK52f4Bddh0ikSSRSo7/fOZUoEAhQ\nqyVYWxtgack5xWx3d4QTJwq89VaJSMTp46VLGba3h3n6NEkqFSaVKrXoIYNdhx864+HcQhYsCx48\nOIFte5mezpJOW/h8gS4vkNuYyHwgF8OAzz/v4/lzJx3g+Hidd97JsbgY5uuv42SzAdLpGvG4wenT\nGS5cOGRw0KTZdFJgGQYYho2umzgZZnTi8QbJZAOfz5nDlUoFj8dDLlfj5s1Bstkg//W/+rl2rcyV\nK03A7hovMcZO6JHNv/gXGTIZJ9wqHIahoQa67tBE7acbDeRNbmpxA0tyfTLokL+r71xf97O56cPv\nb/DDH25g2+3409On60xOFvnVr8bY2QmytuZnZqZzw6Uq/5rN5vEeFL9rfmvBQ/JnFeSqc1kuboBV\nnpPq3FHbKOT95csb3LkTJp+Psr/vzKvz53PMzlYQB6EIfCDPe8vy8MknCUDj0qUaIyMmltV2oMje\nW9EH0Q8RuqB6GkXd4hkRy51KOXTJZNorbm3vbidN1Nhk2aCWHXhyvnrRN4GLSiUnxdnMTAa/38vD\nh6NMT6+TTnduolTHQgaKoj7hYFI3yYvn1Hkjj5nbOAsdLfqpGgOOngy2nq3Vaq480Gs+iTYJAC2v\nuH2X8kcBcKET4csMIP6L31MpnWBQp1YLc/36Rfb3o/j9TQYHj1p1uU1eVeDI19WlDl3XmZ0tsbER\nZXMzQqPh5dGjKKZpEo+XuHx5i0TCsX7U/Lai/lRqn2vXDsnlkmxuDlMqRTBND7puEA5XGBvbJZ3O\nYZoGjUabIeSJpzKaruvEYiUuXXrA1tY4S0tT7O8Pkcv1MTe3xOhooeP+XM5JEbW/n8CyPIRCBtPT\neWZni4TDnUAY2t5VVUHKMYunT5dYWAjx5EmUfN5HOGyyvOww8Px8GU3rFA5ulqrwwAl6yfXLXgIx\nEWwbHj1ylOYbbxwxMSH6aXPqVBGfz8ONG2nu3Qtw+nSl9Q7ZW6XyFMDkZJ0TJ9peSzmO8ulTH7YN\nU1NlvN4qtVqdarXaGieR03dkpEIikSCf97K15WVsrMHurpebN0OYpsE772SZmSlSq9UwDIPh4Sbz\n8x6+/HKI1dU4n346xAcfrLb4UJ3oznWIRuuUSgEODlIMDWU65sTOTh+1mp9g0KC/v94aM9vuVkSy\nAhS7xXuVXt4gdSzFPHLzyrqBUPl5+bsQhLYNuu7BtjsNUVlwy14WWdAKoC17ZePxGrpuUy6HsG1/\nx7296CMbA+oqUqWicetWPxsbMXQdJibKXLtWJJ12FF+zaXckKXerA9q8GItVuHhxm9OnTZ4/7+PR\nozQrK3EOD2NcvXrI9HSdVMpgfj7DgwdJfv/7Kd555/nxgSFtA1YGJL0MC8uy0DSdhYVZCoUkkYjF\n5ctHrdUDFdy6jZNbaTY1Pv54gI0NPz6fxdWrOebnnfROc3N5nj3zk836uHUriWEYJJMlXnppD59P\na71b1C1oFw6Hj8fBxLY9LaAGkE5X+eCDHe7dS/HoUYwvvohQq1V5881KK0RK8IJcxBxPJg1Sqd5L\nnb366SabhQGqLu3Kz6iG3IsMO8MwuHcvim3bnD2bIxSqUyp16q9AwGJ+Psu9e8M8ehTmxIlcRx3y\nqphlWa182uK9AljLGRTEb7K8VHWp3F43wCvi68VvamJ/N6OhLadD7OykmJioceaMcyJcMmkwNATQ\nmV9dnsMej4evvoqTy/kYHDS5erWKCEOU57K6n0COhX5RkYGuruutY5mPjvwYhtXiVzlfrKhTltOC\nTwTtRaiC4H+ZRnLoSKkUw+PxMD1dADzs7fVz+/YYP/zhQYsGpmm2nAZuc1joFlHUWGq5yG3uRY+2\nDuk+flnUIctP0V9ZJws6qQ4K+T1uMv6fHcC1bbu121DdjNRtDVpcubLF558PsbMTw7JgdHSfoaE9\n6nVfhyfDub9tAagWmmp1yJ/7+6vUaho3b/YzO1vAtg3m5vZ56aVNwKRWa3vyRPC5m/UTDu8xP3/Y\n0QcQy6dmCxQI61C0TdwjA9B2TlGYnNwmnc6wsHCaXC7B/ftnyOf3OH/eSQT97NkQjx+PSIDGolbz\nUS6PsroKb7+9STjcTnwvt8ttmVkIyFTK4u23s3z+eZKtLX9ropw8WeHixWJHXFMvQCNPEEfhdnp4\n1clSqejk8178fovp6SqWpXUYRCdOlLhxI8n+vodazW5liRBF3TH7bQrG8RQ5vyeTTuxqtVqlWq1S\nq7XDEByQ3qS/31mCLZWcMbp71/Hcnj9fZmam2OKP9kZAuHJlm0wmQD7vZ2MjwsREocsrJvPTzEyW\n+/dHuH9/gkuXLAYGiui6h/39GA8fTlCv+0mlavT3NzBNZyn04KCPkZGNDgEhjBev18vR0Qi6rhMK\nlTvGRX6vCmrlNrpZ4G4CU73XLaWWKAcHs2xvn8Q0vUSjOU6cuEMgUO3JR3Ib5e9i1cfv9xMMeonH\naxQKEQqFMLGY0fWsqqRlT73syS0WfXzyySiFgpMF4+LFQ15+uXmc4cR5Xoy1DHChW8DLQMIBqRYz\nM7uMjOT5+usxMpkov/vdABcvHnL2bI7z55vs7XnZ3g7y2WcnuXp1nf7+YsujpWYoUfvlfPfz8OEJ\n9vYG8Pls3nhji3jc17ER1Y3W0JkuSqa5YcDvfpdma8tHINDkJz/J0N/fxDRFyimbH/1om4cPo+Ry\nNsFghRMn9rEss3WQhepkkL1J8vuE8eIAKZ1XXtmnr6/KZ58NcOeOs4T5+uullvHmxo8qbdR+ujlI\n5H6r3i8BvGUvnFp6zQm5yLL+8NDp/8REuevgHCHLJifL3Lvn3CvXKYeByXyubiIWoLwtywzaBw91\n86+sW92MXVGPAEjCWaWGKqjFMW48fPnlS+zsOCeEhUIa//Jf7hCLWXg87axBuq53eG89Hg/7+wEe\nPoyh6xrf/36ptRdCXolRV2lkvlL1rfpZfTYYNIjHnSPSNzaCJJOd+xcELVRnhWiHel0GpLIuFF7L\n/f1hvF4vIyN1Jicr/O53Kfb3oywtNThzpr1yLdetAlDRJrfVa4GPBE2FwSyHW6hFNTDkeSY/J2So\nvJFRtONFhoXb3Bd1/LMEuLVarWW1u21ekAk4Pl7k/fczfPrpEIFAnXPnVrHt7hxr8rPQ7REFOrw9\n8jvqdR+rqyEqFR2/v8Ybb6ySSFSoVLoT4gtLRRZEshKXAaPMVLLQFu1Tha88GdR+RaMNXn31AWtr\nQywuTrOxMYJlBejvL/Po0TCG0WBwcJ3BwQ2iUYtGY5CdnRnK5X5u3jzBj3+8QSrVbRmpHgf13adO\nVY5DOEI0GjA21qCvT2wm673cINNYTdouGxcCgIn3C/miaTaa1p0OR9fFsatiucnqCIUQ1rU4yacX\nCBNLVc491rHh5YxPtVptnfgjj5njHREHjtg0GhZLS340Dc6cKbUMqUql0kXXkydzfPXVAMvLUcbG\ncl3KQ+bX2dkMBwdxdnYi3Lw5QyjktKPRcGJWg0GLVKpBOt0gEqnxzTf9HBwkKBSSBAL1Fo8KA9Iw\nYuTzU3i9XoaGNrsE8oss+F7j6vb5u3wX45TNTrKxceZYEZgUCgmWl19nfv6zVmiGTB95jn0bgEil\nauTzYfb3vYyMNFpzze/3t8ZUhOoIgCC87oIehYKf69cnqNV0Uqkq165tkEyCYYRa3nIRFy3/ye2R\nx1Y9qUeAgnC4yltvLfHkSZLHj0f5+us+ajWTCxeyvPnmBjdujLO7G+GTT05w8mSWubk9gsFOpSKK\nqNcwLA4P+3n0aJJ6PUAgAO++u8XYmInX204v9KIi6CLPP9O0uH49zfZ2gGCwyY9+tEt/v9a6T47r\nnp/fb62COPOiTRdhkMg8IhsXbvcJHh0bM3j3XYPr14e4fTuA329w+XKtZ2ort/kvlvB78VMvZaw6\nBFSeVGWhfO1FgKiNqXpnR/B4xLJzZ8YT9UAVUb8MLNxWymT5r8bjuskFlbYqmBKrCmrMe9tZ1da7\ntVqQvb0YmmYSidSo1WJsbMQ4dy7Xukc+zKEdq+rnxo1+nNCEKsPDbW+hWJLvBW5lWS6H88n9kcdG\n3GNZFrOzOb7+up9nz5K8/vphx33QGQaoglxoA1nxXw01EONVq8XJZGIEAjAzUyUQ0HjjjRyffjrE\n7dv9TE83icftrrGQHRpCt8teW2F0uOlqt3ATNexBHXPZCJSdh4LmqqGkYhoZUMvzXV3ZV2OJv618\nK8DVNG0C+M/AEE6iwL+ybfs/apqWAv5fYBpYBf7Ctu2s5ozYfwR+DFSAf2vb9p3v2iAxmeTjAQWB\nZCIkkzA4aFEu2/h87RgWNeZFLqo73bIsKhUn1EBeJstmg/zqV2maTZtAoMbFi8/w+Qrk8w5QEgJe\nWJXVarVL0KnWh1yEtSzaIP+Xiwr+hOCxLKsjhnF8fItotMLDh+fY3k7zzTdThMN7TE/fJR5fwrL0\n4yXsCufP53j69FXy+QFWV4cZGcm3vD9yTKTwBMi0k0/PCQZtTp1qW4/yhBUpZnqlypFjcKFz45n8\nTvFMNOrE/haLOisrOmNjnWnBNjdj2LaXRKKJ12siSCnoJoCtzF/ie6PRcBVEyaSJaSZYXAxy8mRn\nuhIhOBwB5GVryzlEIZ1uUKk4O8BDIYNQqEa93vbui7a031HCNFMUClqHAHBTwLpuc+3aKouLQzx/\n3ke97uTKjcUMpqczLCx40HWNVKqJ16tz8mSOhYU+7t07y8mTIVKpbfz+MH5/hGw2xcrKKbzeIMnk\nHqFQ23ssp9BR+beX4eLmuVKFp/juFsYgSj4/DsDg4EMSiUVWVn5EpRKlXk8Qjxc7eMbts0w/UcTY\nxmIlDCPO3p6ndUKOMKJkwGzbdivjhKwMKxUvH388SqWiMTCQ58qVZfx+jUrF2RwniqCdfKSsuqkF\nnDlQq9W6vBFCRjWbTUZGMmhaifv3X+KbbxKYZpW5uQxvv73BwsIAjx+n2dgYYXt7hKmpMqnUIZFI\ngXC4im1bVKtQKPg4OAiyttZHrRZC0zQGBiq8+26WkRE/Pl+kJY+q1WpHcn955UiNoRR0fvw4zNpa\nmEDA4M/+bI9IpEaz6e3gI/FsvV7vWMaVx0c+zcgN8MrjrHqsLcsilarz2msNvvhihBs3AgwOlhkb\nc/fyuzkRxDi8CJQIusg8pspKNTWTWuTnVL7Q9XaYQyJRp1QKsr0d4/Rpo7WpTdDf5/Px/Hkf4KR3\nk8GLqltk2sk0UEGQCkpECJ48huqYiiJ781Qaqg4r8ZsATQ5g9eH3+3A2G4bw+3WCQa2FA/x+f8fJ\nlpDk7t0Yd+5EePo0xNiYwYUL1Q5wpsbWCpqL9svGqzBGZbAr00I44ILBID6fj+HhCrYdZ38/xtFR\nhHi8zb+ijaphI37vpevlsXWuebh3bwiPx8PMTJ5w2Pl9drbO+nqVjY0oT58meeONUut9QufKh0HI\nPNZLfooNugLk98JR8jV5PFSd5eatl09ZE2Ed8jxWaa6C6xdhu17lu3hwDeB/tW37jqZpMeC2pmm/\nBf4t8JFt2/9B07R/D/x74H8DfgScPP67Cvyfx/97Fjm1ilt4gShqHJtYhrJtvUtRyEW1HGQlArTA\nc71ep1IJ89vfDlCp2ESjdVKpPFBpxdrKwlhmGjcG7hXfI1vwLwK48iDL9YsigIUTOpDn6tWnfPzx\nBbLZKIZRIR5f6VgeOK6VkyfX+frrAZ4/j/HqqyUWF6OsrkZpNj0MDlpcuFBnYKDeeq+cEkbdFKFp\nGrWaRrPpJRy2CAQ0V8+FKCrgEd9lxaF6OHQd5uYq3LoV4caNft58c5/xcUc4bW6GuHEjiWVZzM05\nS5Pqu8WEV+sVKd5kb7IQDGNjzmpCPu9nZSXFxETnyXHBYBCv14kptCyNEydqhMNNymXHY9BsalhW\n+375tB0xjuLIZI/HPa+fKiSazRpzc7ucOXNEpeKA6ljMIpcL8+SJTSRSRddNQOeVVw4olz08fx7h\nH//xLIXCJUwTDENH101isRJjY5vMzT2mXndf5u/Fk+pYqonL3e4X1902obXHxTzeWBHA74/ixOE6\n56e7gf5e75Q9CqL09TlGaCbjbwEkuU4ZzMmbw5z5DJ9/Pkmp5KW/v8Rrry3h8ViYZttLJYNhoRDl\n8iLvvCiqF0PXdUZGDtA0nbt3T3D//jDJZIWpKZOzZw+Ynq6xsDDC1laY1dUYi4tBms1mV6oqAdyj\n0TqnT2c5dSpPPB5FJP0XY6iCOhGW1KsUi15u33bS0V27dkAyWceyaBkIbjJOKDdV8cqbdMQ1oXDF\nmKrjDp3L5pOTBQ4PAzx9muLjj2P87GcZfL529hY3eSrTSb7eC4TIoFRNAyfql3WRvBKl1il7GNUU\ninNzJba2gjx8mODEiQpSAoRjXeXn/n0n+8uZMxVX0C6XXuET8vKyHHcr01/Vu6ocFbRR5Ru09z/I\nYynqF785YRE6V64ccvv2IKAzNlZjbq7aoqfIKavrOru7fq5fT9Ns6iwsBCiVHKfCz38e42c/qzMy\nYnY4JNQi90+dtwLsyiC8Vqt1GKxOf01OnTrk2bNh7tyZ5P332xuMex2MoNJP0EXMBRnomabJxkac\nra04Xq/FuXP5DmfNxYvOHqFnzyJcuVImGNRbziWxOU0NHXCjA3QePiQDbBlYyu1y8+bKfNcrflsO\nxxKrodFotCstrCq/RT0CUP93DVGwbXsH2Dn+XNQ07QkwBnwA/Mnxbf838I84APcD4D/bzkz9UtO0\npKZpI8f19Cwq6JMJIt8jM1k06lj5lYqz4ccN/YvrMtHF4ItYLlFnLmdz/fogtZpGKlWgWq1hWXV0\nvUSz6QAqObWKKrzliWJZ7tkQZMv5RcJULaqycKNNLFZgZmad9fUUhuFlbe0cY2N3WgHrQkAkEjUC\nAYNazcd/+28jlEq+lmA9OvKxuBji7beLnDlT6ng/dDJXLqfz1VdJ1tdDmKaN12tz8mSVa9eKBALu\ngefyZ1l4qXRS+/bKK2U2Nrysr/v43e/GCIedJO2NhrOhYXy8wrlzFaB7B7/aB1mAyZa7CoIvXszx\n6acpbt0aoFjUOXkyi8/nCLJqNcrt2wOsrkbw+y1eeaVwzFtNIpEGxaJzEtPwcKMlzGWwp+s6GxsJ\ndF2nv78TDMnjLZf2JiAnA4e4ls06oC0WK9FsNo8FgcX8/AoLC3PkcjGqVS/ipCaPR3gxNGy7NyD9\nNr50U3K9QI2YC2IDijo/AVKpLfL5Yfb359jbO42maYTDecLhkiswkT1QslCUjVjBc+FwCa9Xo1wO\n4vWG8Ho9HTGJ4r8cdygM2adP02QyYUKhOq+/voLX26msVK+WaZpUq1VXPu4FstyEuhDoQ0O7zM76\nWFwc46uvRhkZ2SQScRL+v//+PuWyj+XlKFtbcHDgoVr1YllOdo1Eok40WmBwsMDQUJFAwEcgEG6t\n2MiGpWp0ymOjggXbhhs3+jEMnampEuPjBQyjDYwFwJX7KRv/AkjI8tfN060uiXu93g6wIeaWeNfL\nLx+yuRnm6CjIrVshLl/Od9BWNm7VsXHzuMk06Oy/7fpZlfOiL255cd2KmCdjYyXS6SiHh0F++csR\nLlwoMjXlbNp7/jzMN9/Eqde9DA01mZ5uOyPUtsueXTdgINNe9mqKU9lE2I6sk902VKnxmHJReUsF\ndCI14LlzVU6d2sI0Pcext96OOazrzmEpn302TL3unPA3MqLh99ucPNlgby/Mhx9G+cu/LHT1VdbJ\nop8q/7kBXNkAE/eIdIbz8wfs76fIZII8eDDBq69uYVltL6NsxImiLv/L4E6mYbkc5JtvRgC4dOmQ\neLwTDw0OGgwONjk6CrK6GuXChU5co4biObTrXImQjS8x1nKaMflZ0Q/ZYBH1yPfUarUuwCqPsbgm\n+KiX19bRsT6ePo2ysxMANPr7y0xO7rvOx17lD4rB1TRtGrgI/B4YkkDrLk4IAzjgd0N6bPP4Wk+A\nKyaXKkxVQkOnlyORKKNpGvl82wqAzrgO1WurDqgIqDcMi88+G6FY1BkeLjM5ucX6+jjRaAXTbAsQ\nWYioyk0Gt/KfKPJ31ZqWD4FwUzDqfXKdcjxhLFZjePiAXM5PJjNNPF4iGt1qnRzlgAEv4GN3N4xl\nlYjFSpw5s0sk0uDoaITFxTQ3b8YZHa2RTLa90LKQLhY9/PKXA5RKjjUbCjUplbw8ehTk6MjPBx9k\n0fXu1GNycROGqkAR13Rd50c/OuKrr4I8eRKmUnGUcyxmcP58nTNnsh0CQCTyV5ehxdgLuglh5xb/\n89JLJtWqh1u34jx5kubJkxSJRAPThEolfCygbN57L0NfXxXT1NE0OH++zpdfOoeB/PjHNbze7lRA\nhUKA58+jWJbFqVOd2S/Use9lFInfRf7VQKAtwBqNJl98MY5tN5mZWWZwcJVIJINl1alUIqyvz1Io\nxHj8+CyzszcAOoT+txVZEKmCUA5DkENpBM+LndZqicfXGRvT2N09jWF4iUQyTE3dRdc99MLastBU\nwzzkPMvQwOu1sG0dJ5tJN0+6ZT4oFgM8ejR4bPBs4vU2O5QdOEJdVYbqxiBxv2o0qPJAllXVarVF\nuxMnNtneTlAuR/nmm36uXs20FGQsZnLhQp75eZHNRaQL87T65ci7cOsZIS/lOS2fAufxeFrhCm78\nsLwcZ2cnSDBo8tprBy36q0vCvcCD8DSrJyXJNBI0lQ+mUOku7mt75Q1ee22bTz45wZ07ISYn8wwM\ntONOBWAT9ahz6kVGnWqc9ALE6jWVF2RgIct8IY/E9/fe2+X69REOD4N8+WU/v/qVh4MDH/m859gj\nbzI1VeXoyM/gYMP13QKAqA4RMT/k67IclOsQelTIBxmYid8F34j2u3mG5f+yPBN63uFLgM7VNOGV\nBNjYCFCpeEgk6vT318hkvJw7V+Ktt6r8zd/4KBT8rK76mJzsDgGUgbqsA1RjTDVEoXOloB3OYXD1\n6ja//vU4y8sJfD6LS5cOujZ7iroEH6i5YVWQWy4H+OyzCUzTx9hYhdOnS/h87RPKRLvOnavy2Wdh\nFhZivPZaW1a4rbrIB5fIvCHzv8qXgh6qoao6EWT6ikw4on+yh1rWGaFQyDVNpHjfxkaIf/zHAQyj\nvbKxtxfg8ePEP80mM03TosDfAP+LbdsFJa+orWnadz8/zanv3wH/DiCZTPa8T2YOFYQkkxV03SSX\ni1CvRwmFKh2ueTerUgWWwkvy+HGMTCZEMFjntdee8+WXIi1YtmNCyN5bVSiL31VrUXXtQyeglWNf\nRFjGtwlPObcltJkjna4QDjtKRNO8bG+fY3y8RijkHMoQCAQ4PExjGD7KZQ0wuHZtubWTfmJCx7IC\nrK318fRphNdfL3aNh23b3L0bo1LRGRws8c47B4TDJvl8gI8+GuTgIMjCQoDz52sdzwnloi7pib6K\nCSfiYuV7TNNE0+CVV7KcO5ehXHaUVV+fht/vAHa3SSnTWfWiOEu37e+maXbFA58/n2dgoMbDh1HW\n1oIUCk4coxP0X+L8+TKxWB2BAfx+P3NzVR49inJ0FOS3vx3i1VczpFLV4zp11tZCfPGFEz934kSe\nRKKBCx5yLSqwdP4cZRUKeVsW9v6+j4ODCLpe5ty5r4Bia0NkLHbEyZN7PHz4LoeHMYaG4oRCmRZN\nXrQbXG6DmzCU6e8GZMW8kAGvuN85EfA56fSaMgciXe8Wn+V3CwWsZgJox7Y56axMU+vgR8uyWl5H\nWQEC3LkzimlqTE4eMTiYb9UrhwLIQEbQT129Ef/dAIR4VvZUyfPaGesmL7+8zBdfnGNxMcX0dIHR\nUaOlNGUvtt/f6UFyM0JU5Sv+1HFXFb4zR+DhQ2d5/NVXMwQCRgc4Uz+Leur1eod8dHMKyCBCtFM8\nI4caedCfAAAgAElEQVRRCFAkAJcIMfP5fKTTFWZm8iwtJXn8OMabb2Y6Vmfc+qdek/nH7bcXeZHE\ne4Q3TK3PzfCW6SLqCATgxz/eY20tyi9+MczqqnMITiTSYGCgSiRisLTkYWUlweuvV3j11UqLfr3a\nLYN62QiEtlfPCTurtcZD3Ysh90cGtPKYi/ETpzOK96krKzJ/qPNWtE3Wm84KjJeJiRoLCzHAZm6u\nhKZpTE42WFyMkMvpTE52L5HLGyRlQ1R2qMk8KPOiDEplcB6LlXj9dWfj59OnfZTLPq5dOyQU6txo\npY6DOkain9vbMW7dGqbZ9DM0VOP99zNdB7CIe0+danL7tsbRUYBMho6Yc+g+cVH8iXvcVhWEDJDB\nuMzDav3yuKkGo6CdeE7mb9UTLMulYtHP9esDmKbG+HiF2dk8tm2yutrH6mr4hXNPLd8J4Gqa5sMB\nt/+Pbdv/3/HlPRF6oGnaCLB/fH0LmJAeHz++1lFs2/4r4K8AJiYmbHXwwF0xyMTz+SwmJ/OsrqZY\nWRngwoXt4+vdbn/xXS7ie6EQ5MGDNKZp8vLLq1SrVVZXRzFNk5GR7Q7PkBuwlRWbm7AW/1ULThby\n8oSXQa4buBVFZhjxfDxeob+/AoSpVCJoWp2VlZe5evUpoVAI207y7Nk0tu2jr69OJNIkHm8gjjcG\nGBursrbWR6nUfWSy+Ly8HMa2ba5cOSAYbGJZEImUuXgxy82bIywvR1oAV7WIe8WuiQmjprlRaeD1\naiQSJs7xjd3LQL3qbI+LxcOHEW7fTtFo6PT11XnzzX3i8XpLEYs6NE0jnTZ4770qtZqzbKJpNvG4\nhc/XfSynZVkEg/CDHxzw4YdpdnYC/PKXIyQSDYJBi3zeS7XqAKvR0SLXru12Ld2qRdBNFgid4+II\npWDQ2zLYVlcTWJbFyMguPl+Net3pu4g5hip9fascHMxyeDjKxETmmLbeF/Kc3E+V1qIIUKt6/sR9\n8u9+v79Vl5w/U7TFzfMk/66+R457F8auSD/o82mYpo5te4D2hjIx31RwlsuFODyM4vebvPzyTgcg\nU71B8uYyNxkgX3tRkZWn3+9v1eeszpSYmtplY2OcxcU+Bgb2upRkIBBovcMNrApQKM9J+X55yVH0\nt531QKSwcnLaRiImU1OFVv/lfkInYDAMoyOVoroRSpWx8kqVkOPimuwdVJeUwZGvMzMHLCxEWVoK\n8+qrGYJBoytNltreXvK2FzCWQaxb6XVdfq9haNRqOqap4feDPGSOhxV2dwMkkwavvlrj3LlDpqay\n2HaFQsHD+voQz56luHkzdHyceLXjPW7ed1UWi++yUaXKTaC14ino1GulotOobIcjiHhbdfzkcZXr\nkP9EG0IhJ1b02bMYYDE1VWVgwPFEZ7OOXAkE2nNP7oe8WqdmOXFzoInrnZjD15IX4v/ISJG3397g\nxo1RNjYiHByEePXVIyYmcng8nX2RN0/KfFcu+3j0aIj19eTxHpAq3//+EYFA2yBQQa7P5+PcuSb3\n7vl58CDIxESjNaZyaIq6t0n23Mr7a4QnW/C1W8pPVWb0CiOVwyXE8+rcko1V+Z4nT6I0GhYvvVTl\n7bf3MAxnDCYn6/j9Q3zxxX9HD+5xVoT/C3hi2/b/If30C+B/AP7D8f+/k67/z5qm/TXO5rL8t8Xf\ngiNcnZyVwY6Yql7gFhxmO326wMbGABsbQ8zOFkkma67AVnWni4lXrdb55JNhGg2TsbE9QqEtbt2a\nol636OvL4vfnaTTabRACQwZBIp2QLKxFUS1n2Rshiiw8ZW+v3F952VcWUPJ/ARwuXNjm1q0z+P1+\ntrZGaTbrPH/eRzKpsb2dRtP8TE2ZFAoaECcWG8XvdxRpKBTi+fM4uq4TCrlvFNM0HcvyoOsWiUR7\nAni9Xvr7HSux0Xix10A8oyp9dQenuEfdnGRZVmszixC6brSU3yEm7KNHQT79NIRhOAq3XNb45S/7\n+cEPVgiFzNbYysJcFL9ftMlHs9ltMIlxSibhpz/d5eHDKM+eRcnn/eTzjvBJJBrMzRWZnDzAMEya\nTfdcjDIPySAXVOUplhvbJwIaRhBN00gmyx00FrR0QNMBtj1Dsxlstb9zQ2L3nHPjB5lG8mcZvKoK\nSxQZyMhzwi0djDrGcgoq+d1u73RiTrXj59pHuYqVE3nOChqsrg4Ajpc9FNKo1dr0k3PlihUHWQao\n3kqZ/uqYqmMu2ixkofBM+3w+RkbWWVsbYXU1wtmzBtFoG3RHIpGuMVBj7UT/3EAhdM4ZecOd3PYn\nT5zVrZMny1hWswMwN5vN1o5zFUzI9HELCXJbIpe9/QK8Cw+TiBOVj7YWY+3zVejvT3FwEOPRIy/n\nzjkrVLZtdyhl+X3OKlF7T4BhGF0J6eWizhOVr8VYyKsYTh8tNjd9PHoUY309jG23vWzDwzXm50tM\nTVXx+/1UKn6WlmJYVoN33lkhGDwin6+35OTkZBa/f4S7d6f44osAp09X8Xj0VrjJi4rKg6K94MRM\nBgKBLoAs87ls8KneSnWjnZD7YnyEd1F2Drhl3ZH1tqZpzM3Z3LwJDx5ESKUsPvjAIB7v5+7dIIeH\nYbxeJ1e68NYKg15sEq9U2icMqmkA3Zb25VIsRtjaGqJc9pBIGJw6VSQYdDb4pVJNvv/9Crdvj7G3\nF+HGjQF8vgSzs3lGRsqkUg08nrYjy7ahVgtydBRkbS3Jzk4E29bwem1efTXL3Fy+lR9YBbcyyD13\nrsbdu2EWFjz84Ac2Hk9n+jEZ6Ioir1Cq8kjcJ068Ux0qKriVZa5q0KlyWa5DrVO0AWBnJ3Tsoc5Q\nrbbTa9brdWZnj/hDynfx4L4J/GvggaZpd4+v/e84wPbnmqb9j8Aa8BfHv/0DToqwJZw0YX/5bS8Q\nAkxOIyFKL4+HuCedbjI7m2FlZYBbt0b5kz9ZBrpP9JEnjACPpmny8GGcw8MAwWCV06dX2dlJsr7e\nj6Y1OHHiSQeQhXackiysZQWmKgPxjPxZ3O/3+zsmlRqrJNcjFIUQELISgrZSdnYmFrhyZYEHD05R\nr1fZ2Ulx82aS06cLhMM6J07UeffdLF9+OcTaWpibN0d5440ssZjB6mqMJ0+c5ceTJ8uuNAcnNc3h\noYf19QSzs8XW78vLEWzbpq+v0RMcyUsn4rvcVxEbJgs2dbLIgETela2Ot6hTzsm5sBDGNE3Ont1i\nbGyfmzdnKRajbG4GOXEi3zKABPiRJ2dbQNmuk1ZOQ+P1Wrz2msHlyyWOjjw0GjaBgElfn4FpGpRK\nvWMW5b66Fdky9niEsmivfAQCDt3q9RDxuLcrVtwB49FjANQZJ9kLsPairdxetc0yeJV/lwWq+Cwv\nc7pt0FDlgvqbWy5JOWTJNIUM6D7FRwUDtRpsb/fj8WhMTR249lcW7DKQleWDKifU53t9FsaSXBxv\ndJnBwRz7+32srCQ5ezbbkg3CCBSA2OPxdIArt/fJckv2Tok6ZX7RdZ1KRWNzM4amwexsvqN9wssr\n85r4a68cdI+fzPdu/C7TwRnHzp3nYuxk3jVNk5deOuLgIMbych8vv1xt1a/GHvbiATlO2c37q8ox\nt7ar/cznNT76aJjDQ+9xn01CIQNNg1rNy/a2n729AaJRiz/7sxxbW1FsW2NqqkQiUaJU6syx7PF4\nGB8/ZGlpkFIpyuqqn5mZRpdRo85LMaaW1Znk3zCg0YBg0Mbn01pgVO6f7N1zM1jcnAwC4Io56hiJ\nkM8HyWQ8GIaTdcbnc949NGQRi1noetsZ4vF4CAY9vP22wZdfahSLHn7zmygeD5imBti89VYFXXcO\nGREgV16JEDv4hV6XjWTBZ6J/8thubg5z//4EluV4R7e2NBYXU7zxxibptLP65febvPnmMsvLMZaX\nh8hm/Tx8mOLhwxTghJb4/Ta2rVGteqnXZRkOU1MFXn45QyrVnZtYHkdZ/sbjBomERbns5ehIZ3Cw\n24CTQxPc5pk6ZrJX300niHGXdaAaxiKHcvSSs3J9Qv448kKc+taJm5wVBP6g8l2yKHwO9PIJv+9y\nvw38T39YM9pHBroh+l5KTjDBxYtHx0ntw9y4McXVq8scn6TaAs2C6LIALhZ9fPONk2Lq5ZfXODoK\nc+fONKZpMjOzQihU7lpKExNDnDwmK30V3MoCQL5PKGNRhMDuJejdwJ0MFMSfoCFAPF7gvfceksmk\n+PLLMxwexvB4ND74YIP+fmcSXLtWYH8/wP5+iL/921DHpD5zpsTgYBMQyxcaBwc+DMMmFjM4e7bE\np58m+f3v0xSLQdLpBpubQZ49C6PrNvPzpVZf6nUvi4tRnj4NU6368HphbKzO+fM1xsY6aaaCKLW4\nKWaZh2RhJfOSHH/VbIJlaWiaTqEQp9n0Uir5yOf1VkyurJxV61Yu6jU55rf9u0U6bXQoChUQyeMt\nh7Z8m1fBMXhEDk+tJcRHRgosLUXZ3R1jfHwToJVL0/EG+MlmX0LXdVKp/a6+9NpoJs/NXpa4qkyF\nUlNTQ6nvlOeBXKc85m5Gq5hP8p/8mzilyzS1400rnQcAqCnDms0mq6tObuWRkdLxka7ttrilflLB\nrZv3VvTxuxRd11u7tVUaj4/vsreXZHU1ztzcYesdMrAURp8qa9Q2yEumcvyyW9sBDg5CWJbG8HCZ\naNSkXncH7wIcq0eZy/fKhsGL6CAXNX5VzZcrA/ShoTwej0E+H6Ba9eDzuXtiRXFT9KonTC1u11Xe\nFjIhm9X4+78folLRCQTqnDiRYWYmfxziZWGaXra20iwt9VEsBvn7v0+3TpucnOx0Nsjxo5ZlMjbm\nzPeDAw8zM90G4LcBmmIRvv46cpxqDrxem9On67z+eo1otNPTKgPjtvHYHWssxkOei5mMsxF5c9ND\nJuNk+5AdGHIJhWyGhy1mZhrMzxsEAo4Xc3raYnbWIJvVjwGnxtCQwdWrDcbHK5im3SVrhdEn002N\nGVblmQDHjUaYe/fGsW2b8fFdkskcOzt9HBwM8Pvfj/HjHxcRj9brNUZGKrz0UpGjoxCrq0kymRDZ\nrI9CwdsBWP3+Bv39dUZH65w4kSccto9p68h8r9fb0Q9hZMkroLZtMzDQpFj0srVlMzDQGf4nbyQU\n81428HoBTnnFVA2rkMdZBsNusln8JgwlNyNf6HAxHn19VXI5DysrUc6fb5+yaZomi4tB/pDyR3GS\nma7rrSURVaH18mjJBAwGfXzve1v89rcTHB3FuH59lsuXNxkaanYBBCFom80mjx8naTYtRkYyHBwE\nefJknGbTZHx8h9HRdUyzsx1i4NX2yJP528BtL0+WGzhW36EyoPy7ZVld9LNti+HhIj/72QIffngK\ny/JiGM6pRgCRSIOf/nSPu3ejPH8eptnU6Otrcv58hbm5Oh6PTqWic+tWhMXF0LGV7Tw7PNxgcLDB\n/r6fhw/jLebVNJurV7Ok00787cGBj9/8ZpBGQ0xWi0YDlpb8PH8e4Ny5Cm+8kUfTugGMSg8xoWWa\nyQJKCF2n73aLpoImBwdenjyJsrQUZGMjxpMnSfx+k0rFg3NK2jDLyyn6++tMThaYni4jUmqJNsiW\ntZtQFm170SYt1ZBxM2yEx0LmczVGTfBcG+C2FU06nSUY7KdcDvPkyVlmZ58RCjmGWa3mY3X1HM1m\nlHC4TiKxj4q7elndch/V+3t9lg0zUaezzOynVgvh8Rh4vcUOAKkKSFWAyu8R9BZAFujyrDlj5uSQ\nLBYDPHvmZPs4OPBQrzu86fWaJJNNEokyu7sBNE1ndLTcFTb0IoNHNV5kMPeHFEEHVd7ouk4sdgDM\nUigEqdfB52tvuBLPCmPCLUZSFBWUiGfFf9W4sywn57JzWESja3VLBhNinsqZOWQ+V8Gu+lnus/y7\nOl9UfpA3SJpmg2SyQibj4+goQDRab3mW3NJIfRc+f1Fb3e4Rz9dqFr/61RDlssbAQIl33tlG00TW\nDud+jwdeeumQ2dk8t2+PsLycYGkpwuhoE3UPd3c8vvPftnHlO7XP8tyuVHT+7u/6yef1Yz1iUK3q\n3L/vY2vLx1/8RZFwuDvtlPivGqLy3HXGQmNpyc+DByF2dvwtvappNqmUSTptEgppeL1OLHKxqLO3\np1Otaqyt+djYCPDFF3DunMErrzTY39dJpy3eeKPOe+9Vjo1Yx6NYq3WvpBiG0QqbEfNBAEfZyBIy\nV6Xz+noSy7IZHj5kbm6JZrNJKrXDV19doFpNsb4eZmoq3wEkDaNJItHkwgUnQ06jYVEu+zFNHa9X\nx+83Wp779lxth4iJ0CQ5Ll4uMq+n000WF/1sb9ucO2e4ro7Kz8lxtzJ/CIPObd+Dm8Er002+Vy29\n9Ih4vxqSefp0ntXVGE+f9uP3W0xPH6FpsLaW4uHD/q46XlT+KACusys90LX5Si0qceWBSCRMfvCD\nLa5fHyGbDfPppyeZns4zP19mdNTuAKjNZpNq1WBxMc7hoR/LimAYTsqmEyc2mZxcotEwWveKAXZb\nbpQns1s75Wuy8laZRX3WTfHI75LBm7opT3wWnoNAoMb4eIa1tQGePIlw9Wp7x3wkAq+/nuHq1UNs\n2zk8w2F2D7kc/OIXfeTzOmCSTjcIBCwODvzs7jrH0Z47V8Q0NSoVjWi0wenT5eMcrTrlsodf/3qA\nel1neLjGmTOHDA/XqVQ0lpZiPHqU5N69AIFAmEuXSh10kkvb89q9EUB8F+MkLD0RP3h4GOCLLwZZ\nXo5hGDr9/SVCoTLRqB/D8ODxOMs8k5MFvF6DWs3Dzk6UnZ0o9+5ZvPRShvn5o66lkV5gS447Fe1z\n2zSp9setT2rdal3ieijkgIVisX00cbNZ58KFBb788hS7u33s7r5GPJ6jXq+Ty8XRNA/BoMHp03fR\nNLtLSalFBRq9wEAvkCL/Vq8n2do6RT4/jHOYg00wmGN0dIWhof2OOnu1Ra5PgFt1k5qscAoFi709\nP9lskA8/HKJbZziHc+zve9jZ8bG4GMcwNKam8ui6H2h0jLnqRfynKGpKQFECgSaRSIliMU4mEyAc\nbodDqP0WvKQqLTU0xk3uuCm6XM7JIjI0ZKJ6T+W65fhdlU6WZbVWwNRTDdUi85UbPeQ5IZY55ffF\nYmX29yPs7ekMDdVacbVCbr5Iz/QCt73ul59Rry0tRSgUvMTjNd59dxuod/GNAN+GUeX8+VX292eo\nViOsr/vY3AyRTns6VvqEZ8zn87G3F0fTNPr6eufdVeNdRTvv3o2Rz+ukUjXefvuAaLRGNuvlk08G\nODoK8fXXAf7kT5qutBLGjBwyJRvfhYKXjz6KsbTkY2/PSy7nIZk0GBhoMjfX4JVXqkxOGni9nXnR\nbRuKRZ2tLR+PH4fY2fHyzTd+7t3zHS/zw/CwRSgEtm1imu2QGNm4EtfUU/RkB4WqNwWNBeir1fTj\ntGzlDiM9Gi1TLiepVOyuELBardZhGGsaRKPtDYAOT3fSUqabOrfcNnwJUDgw0DxOo9XePCv66Bbn\nLPdXzaIh+FBN36e2U5Y3gm4vmi+lUqnFq+q9nYaBQX+/zsWLOe7dS/HgwRD37g109PufJE3YP2XR\nNK0ldOTNG9D7aDu5iMkeizX5yU82uHMnzpMnKdbXU2xtDRCJGPT3N44t+CaVisXiYh9Pnw7i9zse\nm0ikypkzS4RC+9TrnWkx3BSAmyUjiqro1brUZ9zAQq/yXQCIAOKhUKjF0NPThzx/3sfycoxLl7Lo\neufyu2Bk224fg/u73yXJZiGVqvDmm/ukUsJTpPP4cR/37yd5+DDMn//5fsdxkYbhtPPx4xi1ms7o\naI3339+hWi1RqTjvOX26SCJR5tNPx7h/P8rZs0V8vvZOVxkoyta4nE5JGDnycpOs3FZW/Pz1X58i\nk3GWNTwem1hM5wc/eE46vUihEKBe14nHG0QiBoZhUix62N+P8Px5ilwuxOPHadbW4ly7tsf4eDvs\nQfZgQGdQvyyoRRHX5aOB3YocniCPizz2cv9N06SvzxGch4ftOOxGo0E4XObSpW949mycvb0+jo5i\n2HYUj8cildpnbOwZwWARw+jkRXnDiCqMelnstVqtBTDdjDNxb7mcZHHxDSzLi6aZBAJZGo0Q1WqC\n1dVXMYwFxsZWXN+lFjn0we/3d4U4CRDTbAb5+OMp1taiRCIGfr/J1FSedLpMf3+dWMxG06BSgWw2\nwO5ugKdP4zSbOqurfeTzIa5d2yUUaqfzk+PhG41G14YMdUzdwFSvzU7qd7dVo3C4QKEQI5sNMjLS\nPuXILXOF2IgpNpeJ627jJGgu/zUaOs2mjc9nks2K437bMXNye+UwMDllmgx0v0tRDXrRll5ZAWTa\nyEA4Hi9h2wMcHHSfZKi+50UGXq829rom/2bbzsY8y7I4c+YIXW+2VtHUUq/X2d8PcPfuGIeHAbJZ\nD9lsEMMYYWSkSDrdXk5vNp2jY4+O+sjlIkQiMDNTdwXccl9lgKBpOs+eOZv3rl7dJxSq0GxaRKNN\nrl074MMPx3j82Mfbb3ceKy0b6JqmtTY4ijH2eLzcuxfk1q0om5s+tre9jIw0GR9voGkG4Hhn19f9\nnDlT5/vfryobpJxMNdFolfn5OpmMn7t3Qzx+7OPuXcfb8Kd/WmvRQc4cIANN2dCS5a68J0MdR9Wj\nGI0WMc0BtrfTjI9vo+t1ajUfBwcpbNsmFiu3+FzwkKqn3DzcbsVtgzrg6hgT39NpRxZlMt5j2raB\nqwD88p+qV0QmEDmuWv4sVpJUua/qZ7EZzq2Igx7kuSz3Q95AB/Dyy1kGBgwePYqxu+vo7+HhJvPz\nBb78sif5usofBcCFzs1ZKsD9LqkmBEN5PDqvvZZndjbP8+fORoxSycf+fphczn8cX2RQKPixbY3J\nyX0uXlxhYOAIy2pQrbbj8GRmcpsMKvD9tpgyMbjq8lwvRS4rHPl+lblkGsipXgRNK5UKoVCTvr4i\nmUyUJ098zM+XWwwpL/uLz4eHHjY2PGhajWvXlvB6TUolvaUs5+drZLMm6+spHj8Oc+1atqPNtg0L\nC04qsbNnDyiV8hwdHXV4lEKhPJFImGq1n+fP/czMlFr9knemi77J38UkkROOy8Hwh4de/st/OUUm\n4yUezzM/v0KxmETTApTLJvF4GZ+vgMfj5JEtFgU/WQwMZEinN8jn4ywsvESxGOH69SleeSXLq6+W\nO8ZBCH15YsthEqIIfhKCVeYvAQhUT688J9z4QwjhcLiGx9OkWNQ5Ompg27VW7KPHU2R+PsP0tI9i\nMYRhGASDBXy+6vH72/WJd/SKB3drh/hN9p72EuCmabG6egnT9JBIbDA2dh+fz8khnM3OsLPzMuvr\np4jFdojH2ynmetUn8kM6qxSB1hjIcfeFQozPPptkeTmAadaZmdnkrbeWsG1nuTqXs8jl1HqDjIw4\n8YE+X52joxi/+c0EV64EmJw87GqH2NUvAKQswN08FbreGapkGEYrPlqmq6yIZGBXrVaJRAqY5jCZ\nTNtjKWgi5+xU5ZWaJUMUFdTaNmxtpXj0KMrBQeBYYdpsbEQYG6uSSECz2bkRUAB/wXvCa6aufIn+\ny+1ya4/6u6CV+C4ntpdpLvpYr9cJh4vH4+xtpUGSlbuglRzXKBurqqGqgpRexpz8/ejITybjIxBo\nMDZW6GkMeTwe8vkwN25MYBg6kUiF0VEvpZKH/f0g/+k/zfNv/s0aJ0/micctKhWDzc1+vvlmAJ/P\nw8WLFTweC9kGUMdfbvv+voeFhTi3bztyemoqxokTBqlUEdu2iESaWNYI5bJOrVbH7+8cbxHvLg7V\nEXXXak0++yzGs2dB8nkvpZLO2bNVzp4tMjeXJx6vU6noLC7GePAgwaNHfgIB+N73Oo+HlzFAMmnx\n/vtNTp4Mcveun1pN5+OPA8TjBmNjdsuwErJU5kEha2WjS/zupl/V7CwDA/sEAiMUCiE+/fQifX1V\nMpnosRwrkEjku0K8RLuFjBayXN1U7sYHaiiXPGbydQE+PZ460WiTUsnH7q7J8HA7m45MR7dcuKJt\nsodbZGzoFasrnnNL0yiKcOa4gWNZFsgyEeiQT2NjZSYmqtg2x5mZ6l3t+LbyRwFw5XhJmanlySkD\nGfG7EFZqrKKu6yQSFhcu/P/UvWeTHEeS5/1LVVq31t1Q3QAIRTkUMxxhxt1Ru2d2t3ef8Wxv7tZu\nd3ZHcHaWHA7BIUECBAlBtEBrUd1dWovM50V2VEVGZTW497zhhFlZicyKjPDw8Pi7h4d7luvXj/ng\ngyWKxSCG0ULTHNptg1otwNxcnp/97D7CrN9uDy7o6mfBEGo2Evl/oqiA3G+Q5e+y9Ulth58m7ve7\nvE0pg+52u838/BGnp1HW1lJcudKPfCAYWdbQNzfdU3rz88VehiyxeIjJc+1aie3tDOvrYb73vbyi\nHWvU664LwNhYnXK5I2VU6sf5HR0tsbXlukGo/lDCd6of+mowjJA89qLebNbg/fenqdUsotEOv/zl\nF4yOnvDgwSUOD0epVvvgXwhEmX/E8xOJAj/4wTesr0/z7NkkDx+O4DgWr75a6PVVXlzBG5ZJCGp1\nfFSrl+iHzPPy+Kr+huJ30W7DMEilGhwdhcnlgr3QbfJzg8EmhlGVLASDFlqVn+Tn+vGcn7VwmLXX\ntm0qlQlarTiBQIX5+Xv0M93ZjIys0m4nyeUukMtdJJV6cm7dMhiTizwe5XKcDz+cpdm0MYwm09NF\n5uc3qFbznnmh1lEoOLRaTVKpCq+/vsrz5xfY3Z09C8DeYX7+uPcMeasX8GzB+WXRk9stL16qdVXu\ns6y4iZdhtM7mWT+qgFBwRRpetS75+ecVTdP5y18yPHkSO6NPi0BAo1oNcnISpFYzKZdDRCLeMGCy\nz6OswKn98QO055VhclG2mAm6m6bZG1uXfwWdhvtB+/Gteopebst5/fEDvpWK27bx8fqZT78//XVd\n59mzKSDA0lKBmzef8803Y8TjDfb2RqnVLH71qxkuX04RidiUSjrdrnUWPqvOrVtFOh17AJir9MhZ\nvOQAACAASURBVG42HT78cJTNzdDZd5tWS+fzz11QOjKS4Pvf3+fkxLXshsMNGo06jtNPiyzX6bWc\nOvzxjxk2NkKYpuv+lU63ePPNItevl3sgMxiE27eLTE+3+Nd/HefLL4O88kqDWMzxRKIBd04L62Mm\n0+bGjRYHBxa2rfF//k+En/2szdxcf+7IYfzkeS5fE3wp+4D6jbEor732hIcPr1AsRjk6cqMMjY7m\nuXPnec/dSQ6bJe8simsyf4g2qDH7hxWZ18RLjvKRTLoHzXI5h7Exf0OYbMWV+6oWgQdUOshtGBbm\nVHyXI2aIkGNqOc9gKc95XdfO5LkN/OfCKHznAO55RQa/clHBLvQJdf/+KCcnQdLpEnNze0SjNT77\n7BL5fJBWy+DkJMXoqGuVUcNzyYJUPSShWrfkch6wHXaP2kd1MRfX1N9VwCG06m6369GwTNNkYiKH\nZc1SKLjx9+Lx4VvOzabLpCMj3qgEMsCPx93tsFbLL4SOoA+0Wt6tejHxdV2n2RSLiNf6rdJ6GJ1F\nEQKlXNZ5//0JGg2YmKgQjTbY3JymUIiQzWbOTtGXB3YM1NLfVm6xvHxAJtPm00/n+eqrBJGIze3b\n9TNLVz8TlkgooI6v7M8kA2vBb52OG1PXMOoe31DZVUD+TS7iGel0jf39AMfHFvH4IK38lAM/eqq/\nn3fgQP1d/Szfq+s69XoGgFRqvwdu5ZJK7XB6ukStlvbQVA515Qds1XTc7q5EiI8+mqfZhLGxY7pd\nk1rNJBA4oVKp9vjYT/CWStqZhadGq1Xl0qU1YrE2a2uX+fzzKSKRKslksUcf4QMsK2jCxxQGU2Cq\ntJKvD5ODg/NL8JTW42E5mL6qqKiyzU+mCPqtrUV5+jSOpnW4c+eA2dkTIhGTw8MUOztR2m2TP/xh\njF/+suY5eCcfJpOLKqe+Lcj14yP1mt+aIOSV+0z7bH0ZtGb6RUhQlVLVl1W2fp13kFQu3a6I/zqY\noU020DiOwe5uFOhy48Y+huHgxk7t8O67+zx+PE65HKDRMDnLUszERJNr1ypcuFCj1fLymJ9y0W7b\nvP/+OHt7QSyrw8WLZUZHj/nmm9SZzIdGI8z//J8LhMMuXS9cKHiUaT8Q79IKPvggzsZGiEDA5s6d\nKvfuWUQiba5eLXvWUGH1nZhosLBQY3s7xsOHFm+8UR8Yz/4BZo1220HXHV56qcnCQocHDyx+/eso\nv/xli4kJL6iVFS0he8VnWe6/aG0BCAQqvPbaA6rVOI1GgFisRTRa6x2ik4t6ONSvTi+AG67wiCKv\nBbJC0QecIia3TafjXTcEqFX5f1i//dqjzj1ZrvsV4Zftd8hNrkP+LlulQYRrg81NVx7t7wc8/f82\n5TsDcEXedb8FVfaHEeU8bUcQzfWhy2DbNm+++YxQyAWykcgE6XSQSKTN6uoIExP5odtGqhVC1O9n\nGVGvie8vYhj5N3XhkZ+jPkttg3qf3HYX5MLUVIGdnQmOjkLMzTU97ZYnjmV1zk6chwdOj7u0bVMu\nu2DOsgYt34YBo6N1Tk7CbG4mmJmp9oC3+x8LMNndTWGaMDFR7z1DFjzywi+HpZGFbX+Rs/n443Hq\ndYOJiQo/+MEmH3ywyOmpm13G3YY7JJ0u9az1fqFLBD3kkETT00Vef32PTz6Z5bPPkszPt8lkvCGL\nhC+5X13iXT4Ek8tZ3L8/wt5eGMcBy2qzsJDj8uVdoJ8px29BUYVLIlHDcZLk8/2kDfJCN2xRUq/L\n96jbaS6NBd2gXo/T6YQIBhuEQv1wLmo94rPjCCvCMKEorODesfcDErLPlhxiMBAIEAwG+eqrRRoN\nk2SywJUr66ytXcUwWphmkXq9H0nFzwpdqxln25sdqlW3X9PTO9h2jNXVce7dm+Hdd0s9XpVBpWi3\nvMjJQlu1UIiXUCBVICq/exctr2II3l0uATj9dgXk8RT39hdPePw4gW3b3Lmzx8zMEd1ul2azSzRa\nYn6+yPZ2ilLJZHc3zNhYH5AMCy33ouLHMyq91OtqURV90SYBWB2n4wtoVGuWH7CSr8sHeMQ9w9oo\nfrcs+ywmtTdmr9rHdtvBtl0AZ1ltHMeNjQuQTDYZH28yN9fk7/7ukGbTIRSyiUbdvgpwK+pTY/2K\nsrkZYWcnQCjU5r339giFKlSrLWo1h+PjKJ2Ozvq6C3YnJqrcvHnKpUuntFpm7zC44C3B1+IZa2sh\nnj4NY5pd/vZvcxwehnAch4sXW+g6dLtetwPxvrhYY3MzQjbbNxio642gfbstwJPNu+9WaTSCPHoU\n4Pe/j/Pf/3vOA6JlIOu3Rg5bg0W71NBhpmmSTNaIxUT6+r58Vq398lon2i/m9zAlVt4xk9ss1j41\nKpC8Pmia3Zun8no0rH/yu7zrIeMVmXZ++EPFSzK/yXNF9EGNVa9+hr613m27zocfpllfj55d6xIK\nDSrQ55XvDMAVE1416fsVcU0+pSiKzCSnp0GaTYd4vEI0mqfV6tJsapTLAZLJIpqmc3ISpdls0ekM\nLnrqoPoxh/w+bODkz8PCjKmatlz8FvoXDbLfJO52u2eHLsbJ50PYdt0XJAMsLdV48CDJ1laCW7dy\n6LrXb63b7fL0afoMNPZj3sqnNFdWyvzpTyEePMiQSlWIRGrSWBl89dUFut0g4+MtRkbqHg1b7Yv4\nn6CBGx6rv13W7XZ59izGwUEE02xx+/ZzNK3K229/zfb2CK2WTjxeYmLiBBHw32881OfKhx6np3Ms\nLUV4/jzDhx9m+OUvj9B1f1cTUdQtbDEOhUKAP/xhmmZTQ9M6BAJtGg2L1dVx8vkAb7yxjq57t65k\nuqjgN5NxTTrFYhTDMD1AWu6nKoTkd5nPhh3mMQyDSiXN9vZ1qtVkz6crEjlmfv4rwuHyQH/FM+Lx\nPJqmUSjMMjHxNYbhdb3I5xfQNI1EotDz6ZVBulzvMOFqmibFYobd3Qy63uLmzQ1yOXdRjsVKtNvN\nng+eGF+1rZ1OnW63S6PhKt6ifZcu7XBwEKNUCvHNN2MsLGz0AI5MS9WlRAawKugQi6jIPCUvHjIf\nqYut4wTOxurF1gwVpIEXDMvKYrVqkMsFCAQ6LCwUlQXTOgvt1ELTNHZ2ImQy3iQY5ylTwxRJv/TQ\nMiAQ9LDtvmV8mFKmfndTMzvoun+0C/XglJrJTG6P+kzZjUFcF/+V7xsfb6PrcHQUodkMEAy6Y626\nx1iW6w5QLpvs78eZmCiys+POMZHeO51uEY+3iMVEpIDBkGCq25Q8Ho8fu4l4rl07wrKKNJsdNK3L\nO+9ssr6eYmsrg21r7OzEiUY7fP/7+4BDt6sNAH6ZR2s1nY8/TuE4Dm++WWR8vMn+fvAMjA7G/xb0\ncz8LHvMmj1DH2R1/4YJhY9tdfvjDCoeHCU5ODD7+OMQrr5QH3GTUg1syQFfn4zAeFe9qXX6gTYyB\n7K7khwfUOe0XIUemtfives397rpZNpv9iBKyAehFkQdU33xZDsk7DfJc9TsbJcs4AVZdl5TgAG3l\ncfVbMz/9NMXGRgzT7HL79ilzc240o9/+9tyueMp3AuBCX+Cqwh/wEQTWwD3is7wNbNumx/+q3W6f\nOYd3SSSaVKsRoB9SRE2veV7xY4ZhQlpcEwPpFwOy0UhTq2XQNJtYbJ9g0JtBS32uagGSfzvP3SOV\nqgFQKESA/IAPkmhjOt1merrB/n6IP/5xhlde2SWTaZ5pZkEePUqwvZ1C120uXy4MtM22bRYWymxs\nRNjbi/K73y0yOhonkynTaBhsb6dpNoOEwwavv36IyDetWllUmsqWOxncttsODx6M4DgON2/uYhh1\nms02waDNhQs7imXAO0by+Mi/9S0r7Z7AeumlfQ4OohwfR1hdDbK83PRYc+SDfqJeP566fz9Ns6kx\nNpbj1q0tLKtFLhfjs88ucnycJJtNMT3txlD021mQhUq32yUSaRCJdKnVwlSrY4RCBwPgVqbpMMVQ\nFBXkCr4ol2Osrb2FbRtYVpNQqEitlqJaHeXZs7dZWfkTllVGLbZtE4mcEA6XqNcTbG29yfT0l2dR\nHCxOTq5QKMxjGDoTE9voej/FqejreYqkALeWZfH8+TgAly4dEAhU2N6ePTvtnOvNcT+aiBIIVHAc\nm2o1TKPRQdddK2WzWeXq1Q3u3l1hYyPN7Kx78EoFrsIHVoBW8Tw/vvDrz7CFQP5vqeRa6uPx5lB6\nyIuTWoe4V11g63X3ezDYxbI0Op3+7plpts+skdDp6HQ6/pacF7Xd7/l+MX/lLGV+gFCuU+63zNeV\nShiASKQfIkqVm348oB408uuLX2pZP+U8GoW5uRrb21HW1pLcvJnzdRvRNLh6tcT9+xPcv79IJlOj\nUEieAc4QhqFx9WrJY90T4+wH0lyFJUSzaRCPu+04OgriOB1mZ727lobhcOVKnqtXSwQCQf73/16i\nVtOp100sq++/2m63e/2Wd1Y/+ihFo6EzM1PnypUKtg3xuOv/vLkZ4PZt/zMJAFtbbsSceNw1Lqlb\n0N55Lw5OiXF3+PGPS/zjP6Z4+DDMxITB6Gg/LOgw9za17m8Dcv2Uftl1A/oGGHHQ1c+/V/0s++vK\n67Ac9k4+yCoAq+ybL6zjjtNFkE9VwGRXTj85M4weoo1yu/1AuLgmYumqyp4fThoG2Gs1nSdP3IyJ\n772XJZ0u027bgP/u37DynQC4atB8mSCCGAJkqL9B3wdP9bMJBpvo+gTlcoiTkzSjo3mazRFCoRDd\nbpBg0GB0NI9lmbRa/kHL1fJtJovc9kaj0bNSqMW9J8Tz569SKIz0ftP1O0xMrDE19RRNG77tK+4X\nJ8jD4fAA2BXfRRilSKSLrtsUCgaFQoNo1OgliBATVQC1117b4Q9/mOfkxOT3v79AKtUkEHBPBbuL\nm82bbx4TjzdptbzhkMQE+MEPDvnoowTb2xmOj0c5Ph7ttX1kpMU77xySSlUGolbIWcn8gI2ghXjW\n6mqQWg3i8RJjY1mazXaP9mpMPz/Hf7GA2rbd86OVt/kajUbvf1euHPDllws8ehRhaancc61pNpse\nTVkG4LIQtG3XQtPpNLh6dY12u0q7DaFQjcXFIKurSxwcjDI3V/UAfm8d7vdKpdJr84ULeR49GmNn\nZ4JXXqkSDAY9gK7b7fZODgO9a6FQqLegy4cx/Gh/cLBCp6ORSm0xP/8A03Rot3WeP3+NSmWCg4ML\nLC5+NSAAxQK+tPQ5a2vvUKtNsrY2iWU16XYtHMfAsgwuXnxCLObGUVZ5Xo48INNB0Ng9aBVhby+G\npnVYXMxRrZocHGTodpuk0xu9fvodABPF3QqrUK/HKBSCgBsGyPWxbhAKTVKpxMhmR5maOh6w6ghw\nJugoz31Z2dH1vuW2Xk9RKKTodGyCwSKx2NFAcH+ZVyuVJI7jEA7nPfXJp7bVRfs8xVfQMxRqYxgO\ntVqAbjdKONy38Jqmyfi4zd6eRTBoEw73DQICTIsDZ35y9DyjQF/57FuHhMxS61P5QqW9XH+x6B6W\nTSZrvXrlE+JyPY7j9MZDft55C7r87GH+8bZts7xcZGsrwqNHSWZna4yOtnrgSIByXde5erVMuRxn\ndTXFxx+P024bzM7WMYwmN24Uz6IweK2ocn/F805Pg9y7N8bJSX9NmJrq0GzqBINdDKPjOVQtKxqR\nSJhYTKfdtjDNcM932Lb7fvGCXpqmkcuZbG5GsCybd98t9c4RzM3VCIU6HB/rrK2ZzM56I4UA5PM6\na2uuEnLxYoFGow8iZfkr6CN2CFutfszbkRGbmzdL3LsX4fPPY/zoR3nfA5tip1gdo2FKkyjy7ou8\noyBbyoV8FfNdxSvquiwXmQ/Oa5PAOHJUgr6/sXbmQqJjGFpvvgpel+WkmghCtF0oL+ohRdmVZpih\nQS1yZCY5WoRMDzGuKhDXdTfChuNozM5WGBmpIobjPPzlV74TAFeUYQJL1cr9AuTL94rrhmFw+fIJ\njx9Pcv/+MjMzpxwcpNnbGyWZbJJK1bhw4WCo1XaYluPX7mEAXTC/7KMniqbpbG29QbGYxrarxGK7\naFqMen2GbHaFQKDD+PiGZ2KJIkLeCHBqmuZAoHthSfJuhXSJxaoUClFyuQDRaH/rQTC1AISxGPz0\np/s8eJBkYyNBPh/oMf34eIkbN4qMj7vgTEw0+ZAVuJaBd97J0WxW2NiIUa2aGIbD9HSdqak6tj2Y\n4lFe7AQNz1vYXPeEJLZts7h4TKfjXWT9DlepC4IfjdUtOaFBz8zk+frrabLZIMfHBhMTNvm8ztOn\nMY6OwrTbOqZpk0q1WF4ukck0MU2jZ5HsdNwwTKbZxTAa2Lb7LNM0icfbZ8/y94l1/axcZUzQWvRx\nYeGEp0/H2NtL8PLLMYLBvuVLgFxV2AhBLOitgn75+d2uSak0gaa1mJt71NseN4wO8/OPePx4gmJx\nFvhqAGiIz+FwhatXP2Jv7wK53CztttuHVOqE2dktkslTOp1Brd9PQRQCW/C4YRgcHycAjZmZCtGo\nw+rqOJpmksnsEwo1elu6w8CtKNFokUYjTrM5AvQPpQUCAebmTnjyJEY2m2B+vjCwmMrKpczP6gLh\nLtQxNjZuUi6ne3PIXajqzM9/RTKZHWib42iUSi5wS6cbdLvawHPFdz+QqxoK5MXSNGFursrmZowv\nv5zge9/b7x1e03WdUAhyuQCW1WB+PjfgL68ugGqfVZ4A/6xmYidEjKvfou9nEZKLZVkUi1E0TSOT\nafi6+si0cQ+geuNv+80DuR0CMPgp3/L7+HiNixfLrK/Hef/9ab7//WMmJ8vYtte6HgxaXL9eZnMz\nRSzWJRJp8eabea5erTA62qDbdRMEyDJB7VOhEOD992dwM2N1SSbrFAohjo6CrK9HWVrqUKkEicW8\n4yasjp2OSb0eQtcdkknXcKJaL2Ur6+PHro/kxYtV4vEuINyF4ObNKnfvxvj3f0/zyitw6VIZ04Ru\nF3Z3Y3z6aYZuV2dxsUIs1qDT8dLdL5Y4QLuteayzN25U+OKLAPv7IYpF92CbLP9Vq7coL+Kh8/zK\nhyk06rovlO8XKUhuv/ryWG6jynPqPHMc/Wx+mhhGX5ETABf6/q3D3Ltktza/xBLq/e4Y+ydqEVZc\nAcrlelTfczUUn67r5HKue8vSUm0AFP9nyncC4Kqd8ztoIZcXMSv03RiWl7O02yE2NkbY359gfX2E\nZtNgaqrEnTtbpNNFGg3/gxhyG84jrLqIySUQCHhONQswats29foIlcooul5jYuKfCAabhEIh6vVL\nHBy8RTZ7mampXeRtUPEsMWlE1ATZN1V+jvhNbl8iUSGfj5DPh1lYqPXArWtJqnv8bXTd5vXXT7l5\n85jTUzc0SzTa7m35ibkiJpPfmLnAt8Xy8kkPVLmTqT+ew+iq1qfe6wI+nZOTEJrWYXo619uiUbVi\nvyL6KmgqCxdZSHnb1WF2tsjm5ggbG1EePAixuxtWQrDoZLMhnj0Lkck0efPNE2Zn3XrDYYdIxCaf\nN8nl0oyMuDGETdPk8NC1cCeTjQE6iH4IP0Sh4IhxtawOMzNl9vZSbG+PcfVqP8ahAAzytqSwjqn+\nn+I5Ki+3WgbuIZgOptn3hQQIBKpn22YWbtzCwbkMgj8rzM09YG7uazqdAJblEAgI9x2vxcwPOMhz\nSQXkrusNjIzUAJ3d3Sl0XWN29qD3fxlQDVvgotEip6ezlMujzMzse+Z4KlXGtm2KxWjv2aobwDAw\nJpd2O8KTJ9+j1QriOHXi8S2gRa02R7udZH39NS5e/JRk8tjzv2o1SbdrEI02CQY7gNWjraCDbEGW\n577sM6hun4p5eft2id3dCM+fRymXF1hedpWF/f0wT5+msW2IxVokk21qteEpf1WZ6kcfFfzLv/u5\ndfjdJ9cpvxynb8EVrllqUdulgpRhv8H5yVjUomnw5psndDo6W1tR/vCHCRKJFMvLZVKpBprmUCpZ\nrK0lODmJoGkOr7xS4L33skQiou4XKw22bfP48RidjsHcXJk33tjHshzabYu7dxfY2QmTy0V4/nyc\nl18+HLDqG4YbG3drK4JpOty7N8Ybb+QJBpu9k/EyDZpNWF11G3jzptcNxLZtbtwoUyjAo0cR/vKX\nNJ9/niQabdNomDSbLu9NTjZ4550TRApfWRbL/XKjlbi8VqlAu22jae5/QiGHixfrPHoUZHU1ya1b\ntZ6hSySC+DaKrUpPP96Q+ycXFaTqut6LxRuPx3v3+NUp85Cf+4pfAgiZL+v1AIZhkEiYmGZ/PZbP\nNYn16du4KMh9tO2+5V7eWdX1fkIj4Y5h24OxbcX3ZlMjnw+SzZo0m+6unauc2xiGg2XZZDIdJiZs\nHEc7CzU26NP+V5fJTBR1wfITZKpFQrzLDCFrS7Zt88YbJ1y9WmJjI8rxcRzD6PLLX35FKNSiXO4O\nMJ1cvwquVMvHME1rmDCXtZh63fUVTCR2CAb7wiGT2efkpEGnE6HTiREKVQcErrDcyodxhGBQ6Scv\nvrZtE4+74KleD2NZ/YkzzDLu/tZmZKQl/e4dN3WCgjcWr/wMVUN9kcDxm4yyEBCRA9yFoj0gKOVx\n9Btr1Qqljp1KU3AB1LNnY/z7v08xPl4DWszNFVhYKBAKdeh0dPb2EmxuZjg9dS0q7713yuysG83i\nypUin30W48svr3Dx4iHRaIPDwxEODtLousOFC/keDf38Y0X/Vd/1ixfz7O2lWFtLcONGYYAfRSxi\nmZ7CsivTyC8hQCDQwbJaNBoBKpUR4vHT3rVCYQqAUKjsAbcqIBB9ct+1Hv/pet9lQAW36me1XhnU\nlEoRDMNgdLTN8XGSZjNMLFYmk8lRq3kXOKEY+gHBdPqQ3d3r5PMTdDphQqG+C000WsU0oVYLY9uG\nh3bnWXxU/trdvUSjYRGNZpmd/RPdrhuxwbKekMu9yuHhIjs7L5FOf+jp4+7uDJqmMTnZD2/oJ79U\nuos2DFvcRLahZLLJT35yyAcfTHJ6GuTu3VBvIQsEOqTTTcLhJrXa4KEguZ+qe81581wdcwFuxXas\nOj6iyLJPpUUuF6fVsohGW4TDLaB/OFl9trpNeh69hP+jvA4Mi8YiF8OAH/wgy6NHSZ48SVAsBvj0\n0xHPlrBrRba5fLnKq68WsSynB2zFs+U+qG11Q43FMU2H1147xrJcgBAK2bz88jFbWzE2NsI8e5Yi\nFutw8eIJ0DwDKzrr6zH+7/+d4PjYYmmpysZGiFJpnL/7uwPA9gAcgK2tMJ2OztRUk1Sq5WmL+97l\nrbcKTE7WefQoxsFB4Cz1OySTba5cKbKyUkXX7Z7rhVy/6sdpmpBItCkWTU5OdEZH++Nw7VqVR4+C\nrK/HuHmzn/JWbo+oS3ajU8dtGBaQ75XbqBpG1LpECEHou1WqOEJuo5/CrNbpfb5GoRDEMHQmJ4ft\n3PYBrnCheNGclItqvBLgVq1fxL91k9e47icnJyFOTwMUCv15J2daU4tpmhwcBCmXDSzL5ic/sRkd\nrSEe9VcHcIU5WxSVkYBeBi158GWhKC98YksN+sw3MuIQiZzy9OkEjtMlEnF9kF6klanFzyrxbSaK\n0EDlNpumyBVt9RYXlzEDaJqI7TkoxIVVQ7YMy1Zav9ObclsCAUFvb1g2AXSGZSj5NpPBz8KqLkzD\ntkjOK6r1RBTDMDg9dV0nEol+ljGhqfqNl9oXP34T7QwGgwOnqgUI2NyMY9saly4d8cYbG1hWX0kJ\nhw1WVsosLx9y//4c+/uj/Pu/j/H3f39EPO76jGWzsLUVY3V1ThLkDt/73gHJZPdsO9IbNFxW3vwO\nL4yP13oHKA8OEkxPFzxgVaah2LKS5xAwsIiJYpo2k5N7bG0tsLn5ChMTj4nHS5TLIxwcrOA4DmNj\nm77AVC2ye4VsKZD/p/Kuaq2VX0KGCNeOYLDD48euNXxh4dgTekzMRZkXVPoEAg3S6SyFwhRHRzMs\nLGz2rOHurkwX2w6gaSEcpz7QT/WAnnjvAziT09NpHMdhZuZzLKuLpokdF43JyYfkcm5ijEpljHQ6\nf6bYBMlmx9F1zZNwwm/3xG+eyXQU96qKB8D0dJt/+Ic9NjYiHBzE6HY1IpEmly+X+eyzFHt7IdbX\n48zPl3q8qT5n2PjKZdg8FKAW/DPryX2WlXu5j+vrbg77xcUcpnl+WEnhzykWTwE4Rd2aprO25qYN\n1XWYny8xOzuYWelFIB7gxo0iKyt5dnejPH8eO4uQAMGgzfx8nUuXagSDYhEfjMIi2iy3XQCGdtsN\nr2SaXaJRB8fp9zsYrBEMtpieduXj55+P8OhRnJGRU3QdstkE9XqYfN5ibKzO3/zNEZ99lub01KRW\nM4hEvGOoaRrHx66CvbDQHJDjsrvbwkKHpaU6pZJDva5hWQ6RSEual/4xoP36PTLSoFiMcXSkk8n0\n2zQyYhMOd6lWDSoVi0Cg6eEndY4Pk01+su9FSo/6fz+XKr+YysCAfFbrV13I1LmUz1s4jkuLQMDp\nyUI/gCvqEEqZ3D8BfkX9Mv/LschVIC54z7Xi2hweBnj8OM3WVgQhBt3rNul0m5GRJqmUg2mC47TP\ncJhOo+FaeIvFCKmUwf5+gC++SFGrGYyNNbl8ucCFCxVfmg8r3xmAKwSWekgBvAwjD5CqiYsib9V5\nBYHIsKH1rDbCaVsMqhxeRPxPZfjzBLV6b99a5X13QdIRsEylssDCQoFk8gQw2N29guOEiMXKxGJd\nNG3wNLncXlewtRG56FXaCMYW4CgcFs7nrnAS/plq/cNcQfqfdXZ24qytpcjlAui6xthYgytXiszO\n9lOtyocB5X6IogIhP01Z7ZPsV1WtupMzGKwOjE27HaBaDZ8J/ErvAIQsJPz75h17YVESguPw0KFa\nhWCwzZ07j7DtNs2md3tK1HH9+irNpsbJSYavv47y9ttlgkGTd9455PLlCOvr0bMwZg0uXMj3/Njk\nNsl9F5/b7TYRsX9JXwgvLZ3y1VdhvvwywexslUjETUChZm+TD/DI20+yG4O6NXbx4h7VcgMtIQAA\nIABJREFUapp8Ps3+/qtA3zKQTu8xNbWHZQ1mm/FbTFSQqfKAOu59xdDsKWIickJfJogsZlGy2TiG\n0WZ+/oRsdnBc5WQMaltN02R+/ohyeZbj43nm5raw7Q6tVks6cOgQCgUxjFDPL1q4fPglPZBBW60W\nodvVsKwCgUC5R4++gtYlkznl+DhGoxFH14uYpkk2uwiYjI8XSaednhVfvOT5JopMH3Ffo9F3gSkW\nw6yvJ8/iWuvEYq4FcWqqwfJyleXlam+cbdtmZaXM7m6QtbUUi4uHhEIiI1bTM0Yw3E/xPKOAfI8c\n8UK9Jss08Uzxud0Okc2OYBgaCwuua5QwIsjyRizkfofO5Hb+5S9pvv461uvP6uok77yT48qVmgd4\n+/GSXJcst6anC0xPF3o87m3X4NYseK1XAmDI94XDEIt1qFRMjo6STE4We8/d2UmjaRqXL5e5dq3E\ngwcpCoUAm5ujvbpjsTaXLxcJhQwePkwBrpuacCGSi+M4nJy4c31kpOXbf9VSGom4LlrqOAqZJCtf\ngi7ChUrMj1SqjuNEyWZNlpf79Wia245aLUQ+H2ZiwgVDIkKSzEOGYfjutshr4DAAPAzsyofR1HvF\n73LdQubKaXyHgWZ5J081DuTz7kHCqSnvGiUfzBMvMW6yH6wAurKC6EcHofT54SvbhmfPYjx54oZs\nc8GxxtJSg/n5OpOTDqlUC8PwynrhEinjLdO0aDQsfvWrCTY3o+zuRnAcnWIxyP37o3+9Flw/c7XK\nMKIMm0ziXRWe7mfj7Hn+2/DDgKsfIPNrp9yu8zR5USyrzMjIJicni6yufo9wuEq7bdLpBNE0mJ9f\nww2O79bfarU8fmnys1RfNVXT81o4ur3wafKWCXgDMss0Vfvcbjt8/PEM+/sxjya4uxthfz/GpUsF\nXnstOyDI/GJeiqLywDDgKU8Qt16hCQsrhtuno6M0Dx4s0W67k3x8vMStW99gmt5wbXK9wmort1mm\nhbCibm2JrFwVNK3ZO5GsWsfcttpcubLL0VGS1dUor79ewbJ0QqEgk5M1xscrviGQXmQdUmOZirK0\nVGB9fYLT0wCPHqW4fv201y5ZAZItd+L/fi4uKi2uXbvP0dE42ew0rVYAy6qSTm8yPn4yVOmU6xzW\nH3UxkNskgIyc1EH0Q4BdwzAIBt1DWB9/PIHjwKVLOUIhpweG/eLeDmtrOl0gHm9QrUbY27vA3Nz6\n2YJg0G6bBAIQCIBhuABPRO1Qi6w0iiJ8Bx0ngOOA4wwe2nD9mR103fXlb7XC7OwsoWkaCwtZD2CV\nF1C1qOBW0K3ZDPCnP42TzUZ6SopYEFdXw6RSHX74wxzj416f5fn5BrFYl3w+QDYbJ5PJ9cZBBtoy\nAJMXMHX8h/G9n7IpK7x+YyZ+392dxHE0JicLhMOd3hj5WbqHxbIVc+XkxODRozjQ5fbtY+p1k/X1\nMe7eHWFxsYxlDfZJ7pszGAwDGIxrrdYhf/frr+wW0U+3DisrFe7dS/HnP49z44bJ6GiLvb0gjx+7\nAHdlpcT8fJmFhSq7u8YZIIFMxmFqqkY+H+BPf1qgVnNTrb/11imm6VW63XbByYnLr6OjXkV4WLSC\n8+a/ShO1uCBWY3TU9ak9PvamDXYjKjTZ3g6SywWZmHD/J3h/WBQRWdYN48lvW0Q9Mlg/r8jruex2\np84fuU1CHorfcrkgmqYxNeXKCfncj6y4CXDa5xWvi4G6ayHTRvxfTkUvSi5n8tFHI2SzriIdDndY\nWaly9WqNRKJ/MNB1QRlMYa7yheO4qeX/63895Ne/HqdUsigWLcpls5dh9duW7wTA9Uu9ZlnWmeAH\nXcfDMPLC7DeRZAErC4dgUEQy8N8qF0XV8MVvqkbjJ4jFd9XaoAp2cW129iHBYId8/gq1mmuNC4cr\nzM09JZk8wbb7z5Y1URnQyowv7lWBojhtLoC+q9ENuhPIdYoJJ/8uQOEXX0ywvx/DMFrcuHHM9HQB\nxzHY2kry9Ok4z54liEQarKzkBvzF/BY5v6I62wO9/ot2uf8X+cb7Ar9Ssfjyy0s0m13C4QKtVpRs\nNsE338yzvLzmu4Uk6vVrlwymymWd09M4um6TTFax7cEDAjKPttttUqkGIyN1SqUEe3thFhdrvXpV\n/hD/V7dg/YoqiN02wuuvH/DHP87x8GGaubkaIyN9S7/gAyHwI5HIQHxLcU0OiC7G3jQ1JiYOGBvb\n81Wy/ObeeQBH/D4M4ApQJsLhuW3oW25lC2Ym0+LhwzS6bnPhQp5bt3I0Gq4FW065PWyM5ZemweXL\nz/jyyzvs719icrJAPN6i2Uyh6ybJZJtw2KTdDnp2gmSf5mHjFonUCQabNBphSqUJ4vEDD2263TDF\n4gS6rjM6WsIwTNbXb+I4AaamCkxNVQkEQgSDwV7fxe6XsKjKz1YP7NRqBr/5zQzlsoFhtJifP2Vy\nskwgYFAoJNjYSJHPB/j1r8f52c+OmZzs7/AYhsHVqxU++STGl19O8+67RaDdo5u8gAk6nCc/zyt+\nPKLyiso/zWaMra0ZTFPjwoUTH+uodxtd8Ji4Ji/04MoSgPHxKtevuzG/d3cztFom9bqBYQwaVFx+\nsLh7d5zt7SCBgM7KSolbt0498kLcK4psnRPtUZVxdQ65ILoflun69SInJwE2NyN88cWYp75r10os\nLVXpdLoYBoyPNxkZcWVNo6FzemqhaTY/+9kOjYZFIgGxmH+61XrdwLZ1wuEuodDgPaqbzjADkrpT\nKPqhWjTFc5PJGo7jkM8H6HZBxjvJpCu3KhVzgFfUMgzI+cnk8/6vKl0qOB0mv/3WNz/6qBZZUYRh\n8OQkgKZpTE/juU+22so8Iu5RAfWw/on5LNx4QMSttnn4MM79+wkcxyCZtHnttTxLS3X8lleZXnLx\nO/Tr7si2+OlP9/nii1E2N6O4bgwGW1t/ZQAX+pO81TLY3h5ja2uUctndmndD5pyyuJjzpGrzGxyV\nYWQmM02XKTqdQUf9YWBX3rZttwPU62EMo0Ug0DhXK1RBbqvVGrCyAliWydzcGvPz2zQaMaBDKFQ5\ns+gMhhZTU8H6gWe/iSnTReRlN81BK6CfU74M2HRdp9Uy2drKoOvwgx9snoUqcq+vrLSIxRrcvTvP\nkycplpcLaJrtO1Z9za4fO7DfxkENWLiPQH87FCAYbNHtdqlW3cXBcRxyufBZvNYC1659RrU6ytdf\nv0o+n/K0w49WfjQUgqLb7VKvCwtel2i0PaAE+H22bZtUqkaplDhbGPx3BFQlQx5/ebtPFD8Bqes6\n09MNrl6tsrbmxtP8xS8OMQz/hCrCai8WJaEMiSxe8m8y3WSBpYJbmZbifj/g69d28ZL7JkcLkee/\nDPBcS43GyUmEeLzBG28cEQ6bOE6QcDjsEa7DAIMAaOL5qVSB2dl99vdnWVt7ibfffkypNIphGIyP\nt3rKtLptJ7/kJAb9vjtMTu6wtXWJ3d1XmJ29TyJxiK5rtFoj7O7ewXEs0ukT4vEWp6eLFAqjhEI2\nt27tEAwGev2Wae3nly1/Fvz15z+PUy4bJJMV3nrrObruuixYlsXYWIXl5WPu3ZtlezvJ+++P8D/+\nxyGm2a/n+vUyT54EyOUCPH06xfLylod28kvIyWEgU27/twG9onhdlmwKhRHK5SDr6yt0u0GWl08Z\nH6+h65bH0i+3Qc006GcwCQbd7ffj4zCbmzHa7dBZ6lqHcNjfzckwDP74x3F2d0NnipXDV1+lMM0O\nL71U7N0j7zoK48x5oEzsIqlGAy8N4Yc/PGF72/WTrtd1otEOly6VmJpq0O16T7pnsyZPn2bY3o4h\nuhGJGFy+XOPmzYrnOV5Z5dLuvGx6fgBSVQRUl0SZV+V1Q6wJgYBOMtmhVLI4PQ0yOlrv3WOaAiD1\n3Rhl98BhO5JyG/+zfCie7U+jvn/6sFBh6vPEZ3lXRBiv1Ps6HYN83sKyNCYmbAwj0AO34t2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erqDPF4k0ymS61m8eGHS7z11haxmFdAum0z+eyzWbLZONFol2vXykPpqhbZSnTv3hRra/Ez/+8G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\nIphjo/lDl3bbodWKAS5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mMzhY5623Vrl4cY9Hj6a4d2+IQiHGwoLNp5/mcF0/p3CpFGNj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Z3+T+LjzVPMtL607f4NZoP2Kng5XL6LvhcA1wyq18pEcgpKYzXgk+861AD6Y/mEWq1WN0ZK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\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QqyV58GCBR4/mOH36gPHxHTKZCrFYL7eo67pd72IYXXvZKxzK5Qzb2znW18dptYL2xOMt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Li98A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\nYXTdkr6oIx7v8s472zx6tEC/n6VWCzM11eHWrUNmZ2tXnqfRsBr5eXXMh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t0u1WqEly9v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\n8+Y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7g2xpseAajQaNRqMvbLR3F4Y9LOKh0OOSP721L0yXSnlAh0olzNFRi1TKf66xsbFA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\n/PDDfcrlHI8evcbvfrdNLHadXoAPnJj0+UsMEfDzjJ6n2rthgt3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hm08+KTM52aXZ9Gj7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cbFamCq+7SwEHD5coOnTyv85jfz/PSnG8DYAqFDIIQmsuNfbyo0n6dpLN/NOHPdNqHRuF0e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\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yj0LhIp9/forvfe82+XxrnuuY3F6eUE1PkZHVajUCPAXMaaBv2yr8psegXC53hUZoAGbn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Ic/m8gkbVjs7laxtVWCZQVYXz9GtRoaiOKaoF089TxrEjby9vby+O1vNzAcjuH7YwSBhd3dCmq1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Wpv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\niVwSOzycRK/nY3d3HPv7uVCJdeA4TQBJNJtZrKycx+bmGVy8+B6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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Load coordinate transforms module from utils.\n", - "sys.path.append(\"%s/utils/\"%deepmoon_path)\n", - "import transform as tfm\n", - "\n", - "def crop_craters(craters, img_global, xp, yp, lenp):\n", - " \"\"\"Get desired cropped Lunar region\"\"\"\n", - " xc = xp * img_global.size[0] / 3 + 2 * img_global.size[0] / 3\n", - " yc = yp * img_global.size[1]\n", - " rawlen = lenp * img_global.size[0] / 3\n", - " \n", - " box = np.array([xc, yc, xc + rawlen, yc + rawlen], dtype='float32')\n", - " img_crop = img_global.crop(box)\n", - " \n", - " # Crop craters within bounding box, convert to pixel coordinates\n", - " llbd = tfm.pix2coord(box[0::2], box[1::2], [-180., 180., -60., 60.], img_global.size)\n", - " llbd = np.concatenate([llbd[0], llbd[1][::-1]])\n", - " cLo, cLa, cR = craters[(craters.T[0] >= llbd[0]) & (craters.T[0] < llbd[1]) &\n", - " (craters.T[1] >= llbd[2]) & (craters.T[1] < llbd[3])].T\n", - " x, y = tfm.coord2pix(cLo, cLa, llbd, img_crop.size)\n", - " r = cR / ((llbd[3] - llbd[2]) * (np.pi / 180.0) * (1737.4 / (box[2] - box[0])))\n", - " \n", - " return np.asanyarray(img_crop), np.array(list(zip(x, y, r)))\n", - "\n", - "# Load post-processed craters\n", - "craters = np.load(zenodo_path + 'post-processed_test_craters.npy')\n", - "\n", - "# Dimensions of crop\n", - "longp = 0.5 # longitude coordinate as a percentage of Lunar test region (0-1 range)\n", - "latp = 0.5 # latitude coordinate as a percentage of Lunar test region (0-1 range)\n", - "lenp = 0.2 # length of cropped Lunar test region as a percentage (0-1 range)\n", - "\n", - "# Get cropped image of the Moon and corresponding cropped crater catalogue.\n", - "img_lowres = img.resize((int(img.size[0] / 8), int(img.size[1] / 8)))\n", - "img_crop, craters_crop = crop_craters(craters, img_lowres, longp, latp, lenp)\n", - "\n", - "# Plot the cropped image alongside the cropped crater catalogue.\n", - "f, (ax1) = plt.subplots(1, 1, figsize=[12, 12])\n", - "ax1.imshow(img_crop, cmap='Greys_r', vmin=np.min(img_crop), vmax=np.max(img_crop))\n", - "for x, y, r in craters_crop:\n", - " circle = plt.Circle((x, y), r, color='blue', fill=False, linewidth=2, alpha=0.5)\n", - " ax1.add_artist(circle)\n", - "plt.show()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 2", - "language": "python", - "name": "python2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.5.2" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/get_unique_craters.py b/get_unique_craters.py deleted file mode 100644 index 9518dff..0000000 --- a/get_unique_craters.py +++ /dev/null @@ -1,204 +0,0 @@ -#!/usr/bin/env python -"""Unique Crater Distribution Functions - -Functions for extracting craters from model target predictions and filtering -out duplicates. -""" -from __future__ import absolute_import, division, print_function - -import numpy as np -import h5py -import sys -import utils.template_match_target as tmt -import utils.processing as proc -import utils.transform as trf -#from keras.models import load_model - -######################### -def get_model_preds(CP): - """Reads in or generates model predictions. - - Parameters - ---------- - CP : dict - Containins directory locations for loading data and storing - predictions. - - Returns - ------- - craters : h5py - Model predictions. - """ - n_imgs, dtype = CP['n_imgs'], CP['datatype'] - - data = h5py.File(CP['dir_data'], 'r') - - Data = { - dtype: [data['input_images'][:n_imgs].astype('float32'), - data['target_masks'][:n_imgs].astype('float32')] - } - data.close() - proc.preprocess(Data) - - model = load_model(CP['dir_model']) - preds = model.predict(Data[dtype][0]) - - # save - h5f = h5py.File(CP['dir_preds'], 'w') - h5f.create_dataset(dtype, data=preds) - print("Successfully generated and saved model predictions.") - return preds - -######################### -def add_unique_craters(craters, craters_unique, thresh_longlat2, thresh_rad): - """Generates unique crater distribution by filtering out duplicates. - - Parameters - ---------- - craters : array - Crater tuples from a single image in the form (long, lat, radius). - craters_unique : array - Master array of unique crater tuples in the form (long, lat, radius) - thresh_longlat2 : float. - Hyperparameter that controls the minimum squared longitude/latitude - difference between craters to be considered unique entries. - thresh_rad : float - Hyperparaeter that controls the minimum squared radius difference - between craters to be considered unique entries. - - Returns - ------- - craters_unique : array - Modified master array of unique crater tuples with new crater entries. - """ - k2d = 180. / (np.pi * 1737.4) # km to deg - Long, Lat, Rad = craters_unique.T - for j in range(len(craters)): - lo, la, r = craters[j].T - la_m = (la + Lat) / 2. - minr = np.minimum(r, Rad) # be liberal when filtering dupes - - # duplicate filtering criteria - dL = (((Long - lo) / (minr * k2d / np.cos(np.pi * la_m / 180.)))**2 - + ((Lat - la) / (minr * k2d))**2) - dR = np.abs(Rad - r) / minr - index = (dR < thresh_rad) & (dL < thresh_longlat2) - - if len(np.where(index == True)[0]) == 0: - craters_unique = np.vstack((craters_unique, craters[j])) - return craters_unique - -######################### -def estimate_longlatdiamkm(dim, llbd, distcoeff, coords): - """First-order estimation of long/lat, and radius (km) from - (Orthographic) x/y position and radius (pix). - - For images transformed from ~6000 pixel crops of the 30,000 pixel - LROC-Kaguya DEM, this results in < ~0.4 degree latitude, <~0.2 - longitude offsets (~2% and ~1% of the image, respectively) and ~2% error in - radius. Larger images thus may require an exact inverse transform, - depending on the accuracy demanded by the user. - - Parameters - ---------- - dim : tuple or list - (width, height) of input images. - llbd : tuple or list - Long/lat limits (long_min, long_max, lat_min, lat_max) of image. - distcoeff : float - Ratio between the central heights of the transformed image and original - image. - coords : numpy.ndarray - Array of crater x coordinates, y coordinates, and pixel radii. - - Returns - ------- - craters_longlatdiamkm : numpy.ndarray - Array of crater longitude, latitude and radii in km. - """ - # Expand coords. - long_pix, lat_pix, radii_pix = coords.T - - # Determine radius (km). - km_per_pix = 1. / trf.km2pix(dim[1], llbd[3] - llbd[2], dc=distcoeff) - radii_km = radii_pix * km_per_pix - - # Determine long/lat. - deg_per_pix = km_per_pix * 180. / (np.pi * 1737.4) - long_central = 0.5 * (llbd[0] + llbd[1]) - lat_central = 0.5 * (llbd[2] + llbd[3]) - - # Iterative method for determining latitude. - lat_deg_firstest = lat_central - deg_per_pix * (lat_pix - dim[1] / 2.) - latdiff = abs(lat_central - lat_deg_firstest) - # Protect against latdiff = 0 situation. - latdiff[latdiff < 1e-7] = 1e-7 - lat_deg = lat_central - (deg_per_pix * (lat_pix - dim[1] / 2.) * - (np.pi * latdiff / 180.) / - np.sin(np.pi * latdiff / 180.)) - # Determine longitude using determined latitude. - long_deg = long_central + (deg_per_pix * (long_pix - dim[0] / 2.) / - np.cos(np.pi * lat_deg / 180.)) - - # Return combined long/lat/radius array. - return np.column_stack((long_deg, lat_deg, radii_km)) - - -def extract_unique_craters(CP, craters_unique): - """Top level function that extracts craters from model predictions, - converts craters from pixel to real (degree, km) coordinates, and filters - out duplicate detections across images. - - Parameters - ---------- - CP : dict - Crater Parameters needed to run the code. - craters_unique : array - Empty master array of unique crater tuples in the form - (long, lat, radius). - - Returns - ------- - craters_unique : array - Filled master array of unique crater tuples. - """ - - # Load/generate model preds - try: - preds = h5py.File(CP['dir_preds'], 'r')[CP['datatype']] - print("Loaded model predictions successfully") - except: - print("Couldnt load model predictions, generating") - preds = get_model_preds(CP) - - # need for long/lat bounds - P = h5py.File(CP['dir_data'], 'r') - llbd, pbd, distcoeff = ('longlat_bounds', 'pix_bounds', - 'pix_distortion_coefficient') - #r_moon = 1737.4 - dim = (float(CP['dim']), float(CP['dim'])) - - N_matches_tot = 0 - for i in range(CP['n_imgs']): - id = proc.get_id(i) - - coords = tmt.template_match_t(preds[i]) - - # convert, add to master dist - if len(coords) > 0: - - new_craters_unique = estimate_longlatdiamkm( - dim, P[llbd][id], P[distcoeff][id][0], coords) - N_matches_tot += len(coords) - - # Only add unique (non-duplicate) craters - if len(craters_unique) > 0: - craters_unique = add_unique_craters(new_craters_unique, - craters_unique, - CP['llt2'], CP['rt']) - else: - craters_unique = np.concatenate((craters_unique, - new_craters_unique)) - - np.save(CP['dir_result'], craters_unique) - return craters_unique diff --git a/input_data_gen.py b/input_data_gen.py deleted file mode 100644 index 5245fae..0000000 --- a/input_data_gen.py +++ /dev/null @@ -1,898 +0,0 @@ -#!/usr/bin/env python -"""Input Image Dataset Generator Functions - -Functions for generating input and target image datasets from Lunar digital -elevation maps and crater catalogues. -""" -from __future__ import absolute_import, division, print_function - -import numpy as np -import pandas as pd -from PIL import Image -import cartopy.crs as ccrs -import cartopy.img_transform as cimg -import collections -import cv2 -import h5py -import utils.transform as trf - -########## Read Cratering CSVs ########## - -def ReadLROCCraterCSV(filename="catalogues/LROCCraters.csv", sortlat=True): - """Reads LROC 5 - 20 km crater catalogue CSV. - - Parameters - ---------- - filename : str, optional - Filepath and name of LROC csv file. Defaults to the one in the current - folder. - sortlat : bool, optional - If `True` (default), order catalogue by latitude. - - Returns - ------- - craters : pandas.DataFrame - Craters data frame. - """ - craters = pd.read_csv(filename, header=0, usecols=list(range(2, 6))) - if sortlat: - craters.sort_values(by='Lat', inplace=True) - craters.reset_index(inplace=True, drop=True) - - return craters - - -def ReadHeadCraterCSV(filename="catalogues/HeadCraters.csv", sortlat=True): - """Reads Head et al. 2010 >= 20 km diameter crater catalogue. - - Parameters - ---------- - filename : str, optional - Filepath and name of Head et al. csv file. Defaults to the one in - the current folder. - sortlat : bool, optional - If `True` (default), order catalogue by latitude. - - Returns - ------- - craters : pandas.DataFrame - Craters data frame. - """ - craters = pd.read_csv(filename, header=0, - names=['Long', 'Lat', 'Diameter (km)']) - if sortlat: - craters.sort_values(by='Lat', inplace=True) - craters.reset_index(inplace=True, drop=True) - - return craters - - -def ReadLROCHeadCombinedCraterCSV(filelroc="catalogues/LROCCraters.csv", - filehead="catalogues/HeadCraters.csv", - sortlat=True): - """Combines LROC 5 - 20 km crater dataset with Head >= 20 km dataset. - - Parameters - ---------- - filelroc : str, optional - LROC crater file location. Defaults to the one in the current folder. - filehead : str, optional - Head et al. crater file location. Defaults to the one in the current - folder. - sortlat : bool, optional - If `True` (default), order catalogue by latitude. - - Returns - ------- - craters : pandas.DataFrame - Craters data frame. - """ - ctrs_head = ReadHeadCraterCSV(filename=filehead, sortlat=False) - # Just in case. - assert ctrs_head.shape == ctrs_head[ctrs_head["Diameter (km)"] > 20].shape - ctrs_lroc = ReadLROCCraterCSV(filename=filelroc, sortlat=False) - ctrs_lroc.drop(["tag"], axis=1, inplace=True) - craters = pd.concat([ctrs_lroc, ctrs_head], axis=0, ignore_index=True, - copy=True) - if sortlat: - craters.sort_values(by='Lat', inplace=True) - craters.reset_index(inplace=True, drop=True) - - return craters - -########## Warp Images and CSVs ########## - -def regrid_shape_aspect(regrid_shape, target_extent): - """Helper function copied from cartopy.img_transform for resizing an image - without changing its aspect ratio. - - Parameters - ---------- - regrid_shape : int or float - Target length of the shorter axis (in units of pixels). - target_extent : some - Width and height of the target image (generally not in units of - pixels). - - Returns - ------- - regrid_shape : tuple - Width and height of the target image in pixels. - """ - if not isinstance(regrid_shape, collections.Sequence): - target_size = int(regrid_shape) - x_range, y_range = np.diff(target_extent)[::2] - desired_aspect = x_range / y_range - if x_range >= y_range: - regrid_shape = (target_size * desired_aspect, target_size) - else: - regrid_shape = (target_size, target_size / desired_aspect) - return regrid_shape - - -def WarpImage(img, iproj, iextent, oproj, oextent, - origin="upper", rgcoeff=1.2): - """Warps images with cartopy.img_transform.warp_array, then plots them with - imshow. Based on cartopy.mpl.geoaxes.imshow. - - Parameters - ---------- - img : numpy.ndarray - Image as a 2D array. - iproj : cartopy.crs.Projection instance - Input coordinate system. - iextent : list-like - Coordinate limits (x_min, x_max, y_min, y_max) of input. - oproj : cartopy.crs.Projection instance - Output coordinate system. - oextent : list-like - Coordinate limits (x_min, x_max, y_min, y_max) of output. - origin : "lower" or "upper", optional - Based on imshow convention for displaying image y-axis. "upper" means - [0,0] is in the upper-left corner of the image; "lower" means it's in - the bottom-left. - rgcoeff : float, optional - Fractional size increase of transformed image height. Generically set - to 1.2 to prevent loss of fidelity during transform (though some of it - is inevitably lost due to warping). - """ - - if iproj == oproj: - raise Warning("Input and output transforms are identical!" - "Returing input!") - return img - - if origin == 'upper': - # Regridding operation implicitly assumes origin of image is - # 'lower', so adjust for that here. - img = img[::-1] - - # rgcoeff is padding when we rescale the image later. - regrid_shape = rgcoeff * min(img.shape) - regrid_shape = regrid_shape_aspect(regrid_shape, - oextent) - - # cimg.warp_array uses cimg.mesh_projection, which cannot handle any - # zeros being used in iextent. Create iextent_nozeros to fix. - iextent_nozeros = np.array(iextent) - iextent_nozeros[iextent_nozeros == 0] = 1e-8 - iextent_nozeros = list(iextent_nozeros) - - imgout, extent = cimg.warp_array(img, - source_proj=iproj, - source_extent=iextent_nozeros, - target_proj=oproj, - target_res=regrid_shape, - target_extent=oextent, - mask_extrapolated=True) - - if origin == 'upper': - # Transform back. - imgout = imgout[::-1] - - return imgout - - -def WarpImagePad(img, iproj, iextent, oproj, oextent, origin="upper", - rgcoeff=1.2, fillbg="black"): - """Wrapper for WarpImage that adds padding to warped image to make it the - same size as the original. - - Parameters - ---------- - img : numpy.ndarray - Image as a 2D array. - iproj : cartopy.crs.Projection instance - Input coordinate system. - iextent : list-like - Coordinate limits (x_min, x_max, y_min, y_max) of input. - oproj : cartopy.crs.Projection instance - Output coordinate system. - oextent : list-like - Coordinate limits (x_min, x_max, y_min, y_max) of output. - origin : "lower" or "upper", optional - Based on imshow convention for displaying image y-axis. "upper" means - [0,0] is in the upper-left corner of the image; "lower" means it's in - the bottom-left. - rgcoeff : float, optional - Fractional size increase of transformed image height. Generically set - to 1.2 to prevent loss of fidelity during transform (though some of it - is inevitably lost due to warping). - fillbg : 'black' or 'white', optional. - Fills padding with either black (0) or white (255) values. Default is - black. - - Returns - ------- - imgo : PIL.Image.Image - Warped image with padding - imgw.size : tuple - Width, height of picture without padding - offset : tuple - Pixel width of (left, top)-side padding - """ - # Based off of - - if type(img) == Image.Image: - img = np.asanyarray(img) - - # Check that we haven't been given a corrupted image. - assert img.sum() > 0, "Image input to WarpImagePad is blank!" - - # Set background colour - if fillbg == "white": - bgval = 255 - else: - bgval = 0 - - # Warp image. - imgw = WarpImage(img, iproj, iextent, oproj, oextent, - origin=origin, rgcoeff=rgcoeff) - - # Remove mask, turn image into Image.Image. - imgw = np.ma.filled(imgw, fill_value=bgval) - imgw = Image.fromarray(imgw, mode="L") - - # Resize to height of original, maintaining aspect ratio. Note - # img.shape = height, width, and imgw.size and imgo.size = width, height. - imgw_loh = imgw.size[0] / imgw.size[1] - - # If imgw is stretched horizontally compared to img. - if imgw_loh > (img.shape[1] / img.shape[0]): - imgw = imgw.resize([img.shape[0], - int(np.round(img.shape[0] / imgw_loh))], - resample=Image.NEAREST) - # If imgw is stretched vertically. - else: - imgw = imgw.resize([int(np.round(imgw_loh * img.shape[0])), - img.shape[0]], resample=Image.NEAREST) - - # Make background image and paste two together. - imgo = Image.new('L', (img.shape[1], img.shape[0]), (bgval)) - offset = ((imgo.size[0] - imgw.size[0]) // 2, - (imgo.size[1] - imgw.size[1]) // 2) - imgo.paste(imgw, offset) - - return imgo, imgw.size, offset - - -def WarpCraterLoc(craters, geoproj, oproj, oextent, imgdim, llbd=None, - origin="upper"): - """Wrapper for WarpImage that adds padding to warped image to make it the - same size as the original. - - Parameters - ---------- - craters : pandas.DataFrame - Crater info - geoproj : cartopy.crs.Geodetic instance - Input lat/long coordinate system - oproj : cartopy.crs.Projection instance - Output coordinate system - oextent : list-like - Coordinate limits (x_min, x_max, y_min, y_max) - of output - imgdim : list, tuple or ndarray - Length and height of image, in pixels - llbd : list-like - Long/lat limits (long_min, long_max, - lat_min, lat_max) of image - origin : "lower" or "upper" - Based on imshow convention for displaying image y-axis. - "upper" means that [0,0] is upper-left corner of image; - "lower" means it is bottom-left. - - Returns - ------- - ctr_wrp : pandas.DataFrame - DataFrame that includes pixel x, y positions - """ - - # Get subset of craters within llbd limits - if llbd is None: - ctr_wrp = craters - else: - ctr_xlim = ((craters["Long"] >= llbd[0]) & - (craters["Long"] <= llbd[1])) - ctr_ylim = ((craters["Lat"] >= llbd[2]) & - (craters["Lat"] <= llbd[3])) - ctr_wrp = craters.loc[ctr_xlim & ctr_ylim, :].copy() - - # Get output projection coords. - # [:,:2] becaus we don't need elevation data - # If statement is in case ctr_wrp has nothing in it - if ctr_wrp.shape[0]: - ilong = ctr_wrp["Long"].as_matrix() - ilat = ctr_wrp["Lat"].as_matrix() - res = oproj.transform_points(x=ilong, y=ilat, - src_crs=geoproj)[:, :2] - - # Get output - ctr_wrp["x"], ctr_wrp["y"] = trf.coord2pix(res[:, 0], res[:, 1], - oextent, imgdim, - origin=origin) - else: - ctr_wrp["x"] = [] - ctr_wrp["y"] = [] - - return ctr_wrp - -############# Warp Plate Carree to Orthographic ############### - -def PlateCarree_to_Orthographic(img, llbd, craters, iglobe=None, - ctr_sub=False, arad=1737.4, origin="upper", - rgcoeff=1.2, slivercut=0.): - """Transform Plate Carree image and associated csv file into Orthographic. - - Parameters - ---------- - img : PIL.Image.image or str - File or filename. - llbd : list-like - Long/lat limits (long_min, long_max, lat_min, lat_max) of image. - craters : pandas.DataFrame - Craters catalogue. - iglobe : cartopy.crs.Geodetic instance - Globe for images. If False, defaults to spherical Moon. - ctr_sub : bool, optional - If `True`, assumes craters dataframe includes only craters within - image. If `False` (default_, llbd used to cut craters from outside - image out of (copy of) dataframe. - arad : float - World radius in km. Default is Moon (1737.4 km). - origin : "lower" or "upper", optional - Based on imshow convention for displaying image y-axis. "upper" - (default) means that [0,0] is upper-left corner of image; "lower" means - it is bottom-left. - rgcoeff : float, optional - Fractional size increase of transformed image height. By default set - to 1.2 to prevent loss of fidelity during transform (though warping can - be so extreme that this might be meaningless). - slivercut : float from 0 to 1, optional - If transformed image aspect ratio is too narrow (and would lead to a - lot of padding, return null images). - - Returns - ------- - imgo : PIL.Image.image - Transformed, padded image in PIL.Image format. - ctr_xy : pandas.DataFrame - Craters with transformed x, y pixel positions and pixel radii. - distortion_coefficient : float - Ratio between the central heights of the transformed image and original - image. - centrallonglat_xy : pandas.DataFrame - xy position of the central longitude and latitude. - """ - - # If user doesn't provide Moon globe properties. - if not iglobe: - iglobe = ccrs.Globe(semimajor_axis=arad*1000., - semiminor_axis=arad*1000., ellipse=None) - - # Set up Geodetic (long/lat), Plate Carree (usually long/lat, but not when - # globe != WGS84) and Orthographic projections. - geoproj = ccrs.Geodetic(globe=iglobe) - iproj = ccrs.PlateCarree(globe=iglobe) - oproj = ccrs.Orthographic(central_longitude=np.mean(llbd[:2]), - central_latitude=np.mean(llbd[2:]), - globe=iglobe) - - # Create and transform coordinates of image corners and edge midpoints. - # Due to Plate Carree and Orthographic's symmetries, max/min x/y values of - # these 9 points represent extrema of the transformed image. - xll = np.array([llbd[0], np.mean(llbd[:2]), llbd[1]]) - yll = np.array([llbd[2], np.mean(llbd[2:]), llbd[3]]) - xll, yll = np.meshgrid(xll, yll) - xll = xll.ravel() - yll = yll.ravel() - - # [:,:2] because we don't need elevation data. - res = iproj.transform_points(x=xll, y=yll, src_crs=geoproj)[:, :2] - iextent = [min(res[:, 0]), max(res[:, 0]), min(res[:, 1]), max(res[:, 1])] - - res = oproj.transform_points(x=xll, y=yll, src_crs=geoproj)[:, :2] - oextent = [min(res[:, 0]), max(res[:, 0]), min(res[:, 1]), max(res[:, 1])] - - # Sanity check for narrow images; done before the most expensive part of - # the function. - oaspect = (oextent[1] - oextent[0]) / (oextent[3] - oextent[2]) - if oaspect < slivercut: - return [None, None] - - if type(img) != Image.Image: - img = Image.open(img).convert("L") - - # Warp image. - imgo, imgwshp, offset = WarpImagePad(img, iproj, iextent, oproj, oextent, - origin=origin, rgcoeff=rgcoeff, - fillbg="black") - - # Convert crater x, y position. - if ctr_sub: - llbd_in = None - else: - llbd_in = llbd - ctr_xy = WarpCraterLoc(craters, geoproj, oproj, oextent, imgwshp, - llbd=llbd_in, origin=origin) - # Shift crater x, y positions by offset (origin doesn't matter for y-shift, - # since padding is symmetric). - ctr_xy.loc[:, "x"] += offset[0] - ctr_xy.loc[:, "y"] += offset[1] - - # Pixel scale for orthographic determined (for images small enough that - # tan(x) approximately equals x + 1/3x^3 + ...) by l = R_moon*theta, - # where theta is the latitude extent of the centre of the image. Because - # projection transform doesn't guarantee central vertical axis will keep - # its pixel resolution, we need to calculate the conversion coefficient - # C = (res[7,1]- res[1,1])/(oextent[3] - oextent[2]). - # C0*pix height/C = theta - # Where theta is the latitude extent and C0 is the theta per pixel - # conversion for the Plate Carree image). Thus - # l_ctr = R_moon*C0*pix_ctr/C. - distortion_coefficient = ((res[7, 1] - res[1, 1]) / - (oextent[3] - oextent[2])) - if distortion_coefficient < 0.7: - raise ValueError("Distortion Coefficient cannot be" - " {0:.2f}!".format(distortion_coefficient)) - pixperkm = trf.km2pix(imgo.size[1], llbd[3] - llbd[2], - dc=distortion_coefficient, a=arad) - ctr_xy["Diameter (pix)"] = ctr_xy["Diameter (km)"] * pixperkm - - # Determine x, y position of central lat/long. - centrallonglat = pd.DataFrame({"Long": [xll[4]], "Lat": [yll[4]]}) - centrallonglat_xy = WarpCraterLoc(centrallonglat, geoproj, oproj, oextent, - imgwshp, llbd=llbd_in, origin=origin) - - # Shift central long/lat - centrallonglat_xy.loc[:, "x"] += offset[0] - centrallonglat_xy.loc[:, "y"] += offset[1] - - return [imgo, ctr_xy, distortion_coefficient, centrallonglat_xy] - -############# Create target dataset (and helper functions) ############# - -def circlemaker(r=10.): - """ - Creates circle mask of radius r. - """ - # Based on - - # Mask grid extent (+1 to ensure we capture radius). - rhext = int(r) + 1 - - xx, yy = np.mgrid[-rhext:rhext + 1, -rhext:rhext + 1] - circle = (xx**2 + yy**2) <= r**2 - - return circle.astype(float) - - -def ringmaker(r=10., dr=1): - """ - Creates ring of radius r and thickness dr. - - Parameters - ---------- - r : float - Ring radius - dr : int - Ring thickness (cv2.circle requires int) - """ - # See , supplemented by - # - # and . - - # mask grid extent (dr/2 +1 to ensure we capture ring width - # and radius); same philosophy as above - rhext = int(np.ceil(r + dr / 2.)) + 1 - - # cv2.circle requires integer radius - mask = np.zeros([2 * rhext + 1, 2 * rhext + 1], np.uint8) - - # Generate ring - ring = cv2.circle(mask, (rhext, rhext), int(np.round(r)), 1, thickness=dr) - - return ring.astype(float) - - -def get_merge_indices(cen, imglen, ks_h, ker_shp): - """Helper function that returns indices for merging stencil with base - image, including edge case handling. x and y are identical, so code is - axis-neutral. - - Assumes INTEGER values for all inputs! - """ - - left = cen - ks_h - right = cen + ks_h + 1 - - # Handle edge cases. If left side of stencil is beyond the left end of - # the image, for example, crop stencil and shift image index to lefthand - # side. - if left < 0: - img_l = 0 - g_l = -left - else: - img_l = left - g_l = 0 - if right > imglen: - img_r = imglen - g_r = ker_shp - (right - imglen) - else: - img_r = right - g_r = ker_shp - - return [img_l, img_r, g_l, g_r] - - -def make_mask(craters, img, binary=True, rings=False, ringwidth=1, - truncate=True): - """Makes crater mask binary image (does not yet consider crater overlap). - - Parameters - ---------- - craters : pandas.DataFrame - Craters catalogue that includes pixel x and y columns. - img : numpy.ndarray - Original image; assumes colour channel is last axis (tf standard). - binary : bool, optional - If True, returns a binary image of crater masks. - rings : bool, optional - If True, mask uses hollow rings rather than filled circles. - ringwidth : int, optional - If rings is True, ringwidth sets the width (dr) of the ring. - truncate : bool - If True, truncate mask where image truncates. - - Returns - ------- - mask : numpy.ndarray - Target mask image. - """ - - # Load blank density map - imgshape = img.shape[:2] - mask = np.zeros(imgshape) - cx = craters["x"].values.astype('int') - cy = craters["y"].values.astype('int') - radius = craters["Diameter (pix)"].values / 2. - - for i in range(craters.shape[0]): - if rings: - kernel = ringmaker(r=radius[i], dr=ringwidth) - else: - kernel = circlemaker(r=radius[i]) - # "Dummy values" so we can use get_merge_indices - kernel_support = kernel.shape[0] - ks_half = kernel_support // 2 - - # Calculate indices on image where kernel should be added - [imxl, imxr, gxl, gxr] = get_merge_indices(cx[i], imgshape[1], - ks_half, kernel_support) - [imyl, imyr, gyl, gyr] = get_merge_indices(cy[i], imgshape[0], - ks_half, kernel_support) - - # Add kernel to image - mask[imyl:imyr, imxl:imxr] += kernel[gyl:gyr, gxl:gxr] - - if binary: - mask = (mask > 0).astype(float) - - if truncate: - if img.ndim == 3: - mask[img[:, :, 0] == 0] = 0 - else: - mask[img == 0] = 0 - - return mask - -############# Create dataset (and helper functions) ############# - -def AddPlateCarree_XY(craters, imgdim, cdim=[-180., 180., -90., 90.], - origin="upper"): - """Adds x and y pixel locations to craters dataframe. - - Parameters - ---------- - craters : pandas.DataFrame - Crater info - imgdim : list, tuple or ndarray - Length and height of image, in pixels - cdim : list-like, optional - Coordinate limits (x_min, x_max, y_min, y_max) of image. Default is - [-180., 180., -90., 90.]. - origin : "upper" or "lower", optional - Based on imshow convention for displaying image y-axis. - "upper" means that [0,0] is upper-left corner of image; - "lower" means it is bottom-left. - """ - x, y = trf.coord2pix(craters["Long"].as_matrix(), - craters["Lat"].as_matrix(), - cdim, imgdim, origin=origin) - craters["x"] = x - craters["y"] = y - - -def ResampleCraters(craters, llbd, imgheight, arad=1737.4, minpix=0): - """Crops crater file, and removes craters smaller than some minimum value. - - Parameters - ---------- - craters : pandas.DataFrame - Crater dataframe. - llbd : list-like - Long/lat limits (long_min, long_max, lat_min, lat_max) of image. - imgheight : int - Pixel height of image. - arad : float, optional - World radius in km. Defaults to Moon radius (1737.4 km). - minpix : int, optional - Minimium crater pixel size to be included in output. Default is 0 - (equvalent to no cutoff). - - Returns - ------- - ctr_sub : pandas.DataFrame - Cropped and filtered dataframe. - """ - - # Get subset of craters within llbd limits. - ctr_xlim = (craters["Long"] >= llbd[0]) & (craters["Long"] <= llbd[1]) - ctr_ylim = (craters["Lat"] >= llbd[2]) & (craters["Lat"] <= llbd[3]) - ctr_sub = craters.loc[ctr_xlim & ctr_ylim, :].copy() - - if minpix > 0: - # Obtain pixel per km conversion factor. Use latitude because Plate - # Carree doesn't distort along this axis. - pixperkm = trf.km2pix(imgheight, llbd[3] - llbd[2], dc=1., a=arad) - minkm = minpix / pixperkm - - # Remove craters smaller than pixel limit. - ctr_sub = ctr_sub[ctr_sub["Diameter (km)"] >= minkm] - - ctr_sub.reset_index(inplace=True, drop=True) - - return ctr_sub - - -def InitialImageCut(img, cdim, newcdim): - """Crops image, so that the crop output can be used in GenDataset. - - Parameters - ---------- - img : PIL.Image.Image - Image - cdim : list-like - Coordinate limits (x_min, x_max, y_min, y_max) of image. - newcdim : list-like - Crop boundaries (x_min, x_max, y_min, y_max). There is - currently NO CHECK that newcdim is within cdim! - - Returns - ------- - img : PIL.Image.Image - Cropped image - """ - x, y = trf.coord2pix(np.array(newcdim[:2]), np.array(newcdim[2:]), cdim, - img.size, origin="upper") - - # y is backward since origin is upper! - box = [x[0], y[1], x[1], y[0]] - img = img.crop(box) - img.load() - - return img - - -def GenDataset(img, craters, outhead, rawlen_range=[1000, 2000], - rawlen_dist='log', ilen=256, cdim=[-180., 180., -60., 60.], - arad=1737.4, minpix=0, tglen=256, binary=True, rings=True, - ringwidth=1, truncate=True, amt=100, istart=0, seed=None, - verbose=False): - """Generates random dataset from a global DEM and crater catalogue. - - The function randomly samples small images from a global digital elevation - map (DEM) that uses a Plate Carree projection, and converts the small - images to Orthographic projection. Pixel coordinates and radii of craters - from the catalogue that fall within each image are placed in a - corresponding Pandas dataframe. Images and dataframes are saved to disk in - hdf5 format. - - Parameters - ---------- - img : PIL.Image.Image - Source image. - craters : pandas.DataFrame - Crater catalogue .csv. - outhead : str - Filepath and file prefix of the image and crater table hdf5 files. - rawlen_range : list-like, optional - Lower and upper bounds of raw image widths, in pixels, to crop from - source. To always crop the same sized image, set lower bound to the - same value as the upper. Default is [300, 4000]. - rawlen_dist : 'uniform' or 'log' - Distribution from which to randomly sample image widths. 'uniform' is - uniform sampling, and 'log' is loguniform sampling. - ilen : int, optional - Input image width, in pixels. Cropped images will be downsampled to - this size. Default is 256. - cdim : list-like, optional - Coordinate limits (x_min, x_max, y_min, y_max) of image. Default is - LRO-Kaguya's [-180., 180., -60., 60.]. - arad : float. optional - World radius in km. Defaults to Moon radius (1737.4 km). - minpix : int, optional - Minimum crater diameter in pixels to be included in crater list. - Useful when the smallest craters in the catalogue are smaller than 1 - pixel in diameter. - tglen : int, optional - Target image width, in pixels. - binary : bool, optional - If True, returns a binary image of crater masks. - rings : bool, optional - If True, mask uses hollow rings rather than filled circles. - ringwidth : int, optional - If rings is True, ringwidth sets the width (dr) of the ring. - truncate : bool - If True, truncate mask where image truncates. - amt : int, optional - Number of images to produce. 100 by default. - istart : int - Output file starting number, when creating datasets spanning multiple - files. - seed : int or None - np.random.seed input (for testing purposes). - verbose : bool - If True, prints out number of image being generated. - """ - - # just in case we ever make this user-selectable... - origin = "upper" - - # Seed random number generator. - np.random.seed(seed) - - # Get craters. - AddPlateCarree_XY(craters, list(img.size), cdim=cdim, origin=origin) - - iglobe = ccrs.Globe(semimajor_axis=arad*1000., semiminor_axis=arad*1000., - ellipse=None) - - # Create random sampler (either uniform or loguniform). - if rawlen_dist == 'log': - rawlen_min = np.log10(rawlen_range[0]) - rawlen_max = np.log10(rawlen_range[1]) - - def random_sampler(): - return int(10**np.random.uniform(rawlen_min, rawlen_max)) - else: - - def random_sampler(): - return np.random.randint(rawlen_range[0], rawlen_range[1] + 1) - - # Initialize output hdf5s. - imgs_h5 = h5py.File(outhead + '_images.hdf5', 'w') - imgs_h5_inputs = imgs_h5.create_dataset("input_images", (amt, ilen, ilen), - dtype='uint8') - imgs_h5_inputs.attrs['definition'] = "Input image dataset." - imgs_h5_tgts = imgs_h5.create_dataset("target_masks", (amt, tglen, tglen), - dtype='float32') - imgs_h5_tgts.attrs['definition'] = "Target mask dataset." - imgs_h5_llbd = imgs_h5.create_group("longlat_bounds") - imgs_h5_llbd.attrs['definition'] = ("(long min, long max, lat min, " - "lat max) of the cropped image.") - imgs_h5_box = imgs_h5.create_group("pix_bounds") - imgs_h5_box.attrs['definition'] = ("Pixel bounds of the Global DEM region" - " that was cropped for the image.") - imgs_h5_dc = imgs_h5.create_group("pix_distortion_coefficient") - imgs_h5_dc.attrs['definition'] = ("Distortion coefficient due to " - "projection transformation.") - imgs_h5_cll = imgs_h5.create_group("cll_xy") - imgs_h5_cll.attrs['definition'] = ("(x, y) pixel coordinates of the " - "central long / lat.") - craters_h5 = pd.HDFStore(outhead + '_craters.hdf5', 'w') - - # Zero-padding for hdf5 keys. - zeropad = int(np.log10(amt)) + 1 - - for i in range(amt): - - # Current image number. - img_number = "img_{i:0{zp}d}".format(i=istart + i, zp=zeropad) - if verbose: - print("Generating {0}".format(img_number)) - - # Determine image size to crop. - rawlen = random_sampler() - xc = np.random.randint(0, img.size[0] - rawlen) - yc = np.random.randint(0, img.size[1] - rawlen) - box = np.array([xc, yc, xc + rawlen, yc + rawlen], dtype='int32') - - # Load necessary because crop may be a lazy operation; im.load() should - # copy it. See . - im = img.crop(box) - im.load() - - # Obtain long/lat bounds for coordinate transform. - ix = box[::2] - iy = box[1::2] - llong, llat = trf.pix2coord(ix, iy, cdim, list(img.size), - origin=origin) - llbd = np.r_[llong, llat[::-1]] - - # Downsample image. - im = im.resize([ilen, ilen], resample=Image.NEAREST) - - # Remove all craters that are too small to be seen in image. - ctr_sub = ResampleCraters(craters, llbd, im.size[1], arad=arad, - minpix=minpix) - - # Convert Plate Carree to Orthographic. - [imgo, ctr_xy, distortion_coefficient, clonglat_xy] = ( - PlateCarree_to_Orthographic( - im, llbd, ctr_sub, iglobe=iglobe, ctr_sub=True, - arad=arad, origin=origin, rgcoeff=1.2, slivercut=0.5)) - - if imgo is None: - print("Discarding narrow image") - continue - - imgo_arr = np.asanyarray(imgo) - assert imgo_arr.sum() > 0, ("Sum of imgo is zero! There likely was " - "an error in projecting the cropped " - "image.") - - # Make target mask. Used Image.BILINEAR resampling because - # Image.NEAREST creates artifacts. Try Image.LANZCOS if BILINEAR still - # leaves artifacts). - tgt = np.asanyarray(imgo.resize((tglen, tglen), - resample=Image.BILINEAR)) - mask = make_mask(ctr_xy, tgt, binary=binary, rings=rings, - ringwidth=ringwidth, truncate=truncate) - - # Output everything to file. - imgs_h5_inputs[i, ...] = imgo_arr - imgs_h5_tgts[i, ...] = mask - - sds_box = imgs_h5_box.create_dataset(img_number, (4,), dtype='int32') - sds_box[...] = box - sds_llbd = imgs_h5_llbd.create_dataset(img_number, (4,), dtype='float') - sds_llbd[...] = llbd - sds_dc = imgs_h5_dc.create_dataset(img_number, (1,), dtype='float') - sds_dc[...] = np.array([distortion_coefficient]) - sds_cll = imgs_h5_cll.create_dataset(img_number, (2,), dtype='float') - sds_cll[...] = clonglat_xy.loc[:, ['x', 'y']].as_matrix().ravel() - - craters_h5[img_number] = ctr_xy - - imgs_h5.flush() - craters_h5.flush() - - imgs_h5.close() - craters_h5.close() diff --git a/model_train.py b/model_train.py deleted file mode 100644 index 6da7e3a..0000000 --- a/model_train.py +++ /dev/null @@ -1,429 +0,0 @@ -#!/usr/bin/env python -"""Convolutional Neural Network Training Functions - -Functions for building and training a (UNET) Convolutional Neural Network on -images of the Moon and binary ring targets. -""" -from __future__ import absolute_import, division, print_function - -import numpy as np -import pandas as pd -import h5py - -from keras.models import Model -from keras.layers.core import Dropout, Reshape -from keras.regularizers import l2 - -from keras.optimizers import Adam -from keras.callbacks import EarlyStopping -from keras import backend as K -K.set_image_dim_ordering('tf') - -import utils.template_match_target as tmt -import utils.processing as proc - -# Check Keras version - code will switch API if needed. -from keras import __version__ as keras_version -k2 = True if keras_version[0] == '2' else False - -# If Keras is v2.x.x, create Keras 1-syntax wrappers. -if not k2: - from keras.layers import merge, Input - from keras.layers.convolutional import (Convolution2D, MaxPooling2D, - UpSampling2D) - -else: - from keras.layers import Concatenate, Input - from keras.layers.convolutional import (Conv2D, MaxPooling2D, - UpSampling2D) - - def merge(layers, mode=None, concat_axis=None): - """Wrapper for Keras 2's Concatenate class (`mode` is discarded).""" - return Concatenate(axis=concat_axis)(list(layers)) - - def Convolution2D(n_filters, FL, FLredundant, activation=None, - init=None, W_regularizer=None, border_mode=None): - """Wrapper for Keras 2's Conv2D class.""" - return Conv2D(n_filters, FL, activation=activation, - kernel_initializer=init, - kernel_regularizer=W_regularizer, - padding=border_mode) - - -######################## -def get_param_i(param, i): - """Gets correct parameter for iteration i. - - Parameters - ---------- - param : list - List of model hyperparameters to be iterated over. - i : integer - Hyperparameter iteration. - - Returns - ------- - Correct hyperparameter for iteration i. - """ - if len(param) > i: - return param[i] - else: - return param[0] - -######################## -def custom_image_generator(data, target, batch_size=32): - """Custom image generator that manipulates image/target pairs to prevent - overfitting in the Convolutional Neural Network. - - Parameters - ---------- - data : array - Input images. - target : array - Target images. - batch_size : int, optional - Batch size for image manipulation. - - Yields - ------ - Manipulated images and targets. - - """ - L, W = data[0].shape[0], data[0].shape[1] - while True: - for i in range(0, len(data), batch_size): - d, t = data[i:i + batch_size].copy(), target[i:i + batch_size].copy() - - # Random color inversion - # for j in np.where(np.random.randint(0, 2, batch_size) == 1)[0]: - # d[j][d[j] > 0.] = 1. - d[j][d[j] > 0.] - - # Horizontal/vertical flips - for j in np.where(np.random.randint(0, 2, batch_size) == 1)[0]: - d[j], t[j] = np.fliplr(d[j]), np.fliplr(t[j]) # left/right - for j in np.where(np.random.randint(0, 2, batch_size) == 1)[0]: - d[j], t[j] = np.flipud(d[j]), np.flipud(t[j]) # up/down - - # Random up/down & left/right pixel shifts, 90 degree rotations - npix = 15 - h = np.random.randint(-npix, npix + 1, batch_size) # Horizontal shift - v = np.random.randint(-npix, npix + 1, batch_size) # Vertical shift - r = np.random.randint(0, 4, batch_size) # 90 degree rotations - for j in range(batch_size): - d[j] = np.pad(d[j], ((npix, npix), (npix, npix), (0, 0)), - mode='constant')[npix + h[j]:L + h[j] + npix, - npix + v[j]:W + v[j] + npix, :] - t[j] = np.pad(t[j], (npix,), mode='constant')[npix + h[j]:L + h[j] + npix, - npix + v[j]:W + v[j] + npix] - d[j], t[j] = np.rot90(d[j], r[j]), np.rot90(t[j], r[j]) - yield (d, t) - -######################## -def get_metrics(data, craters, dim, model, beta=1): - """Function that prints pertinent metrics at the end of each epoch. - - Parameters - ---------- - data : hdf5 - Input images. - craters : hdf5 - Pandas arrays of human-counted crater data. - dim : int - Dimension of input images (assumes square). - model : keras model object - Keras model - beta : int, optional - Beta value when calculating F-beta score. Defaults to 1. - """ - X, Y = data[0], data[1] - - # Get csvs of human-counted craters - csvs = [] - minrad, maxrad, cutrad, n_csvs = 3, 50, 0.8, len(X) - diam = 'Diameter (pix)' - for i in range(n_csvs): - csv = craters[proc.get_id(i)] - # remove small/large/half craters - csv = csv[(csv[diam] < 2 * maxrad) & (csv[diam] > 2 * minrad)] - csv = csv[(csv['x'] + cutrad * csv[diam] / 2 <= dim)] - csv = csv[(csv['y'] + cutrad * csv[diam] / 2 <= dim)] - csv = csv[(csv['x'] - cutrad * csv[diam] / 2 > 0)] - csv = csv[(csv['y'] - cutrad * csv[diam] / 2 > 0)] - if len(csv) < 3: # Exclude csvs with few craters - csvs.append([-1]) - else: - csv_coords = np.asarray((csv['x'], csv['y'], csv[diam] / 2)).T - csvs.append(csv_coords) - - # Calculate custom metrics - print("") - print("*********Custom Loss*********") - recall, precision, fscore = [], [], [] - frac_new, frac_new2, maxrad = [], [], [] - err_lo, err_la, err_r = [], [], [] - frac_duplicates = [] - preds = model.predict(X) - for i in range(n_csvs): - if len(csvs[i]) < 3: - continue - (N_match, N_csv, N_detect, maxr, - elo, ela, er, frac_dupes) = tmt.template_match_t2c(preds[i], csvs[i], - rmv_oor_csvs=0) - if N_match > 0: - p = float(N_match) / float(N_match + (N_detect - N_match)) - r = float(N_match) / float(N_csv) - f = (1 + beta**2) * (r * p) / (p * beta**2 + r) - diff = float(N_detect - N_match) - fn = diff / (float(N_detect) + diff) - fn2 = diff / (float(N_csv) + diff) - recall.append(r) - precision.append(p) - fscore.append(f) - frac_new.append(fn) - frac_new2.append(fn2) - maxrad.append(maxr) - err_lo.append(elo) - err_la.append(ela) - err_r.append(er) - frac_duplicates.append(frac_dupes) - else: - print("skipping iteration %d,N_csv=%d,N_detect=%d,N_match=%d" % - (i, N_csv, N_detect, N_match)) - - print("binary XE score = %f" % model.evaluate(X, Y)) - if len(recall) > 3: - print("mean and std of N_match/N_csv (recall) = %f, %f" % - (np.mean(recall), np.std(recall))) - print("""mean and std of N_match/(N_match + (N_detect-N_match)) - (precision) = %f, %f""" % (np.mean(precision), np.std(precision))) - print("mean and std of F_%d score = %f, %f" % - (beta, np.mean(fscore), np.std(fscore))) - print("""mean and std of (N_detect - N_match)/N_detect (fraction - of craters that are new) = %f, %f""" % - (np.mean(frac_new), np.std(frac_new))) - print("""mean and std of (N_detect - N_match)/N_csv (fraction of - "craters that are new, 2) = %f, %f""" % - (np.mean(frac_new2), np.std(frac_new2))) - print("median and IQR fractional longitude diff = %f, 25:%f, 75:%f" % - (np.median(err_lo), np.percentile(err_lo, 25), - np.percentile(err_lo, 75))) - print("median and IQR fractional latitude diff = %f, 25:%f, 75:%f" % - (np.median(err_la), np.percentile(err_la, 25), - np.percentile(err_la, 75))) - print("median and IQR fractional radius diff = %f, 25:%f, 75:%f" % - (np.median(err_r), np.percentile(err_r, 25), - np.percentile(err_r, 75))) - print("mean and std of frac_duplicates: %f, %f" % - (np.mean(frac_duplicates), np.std(frac_duplicates))) - print("""mean and std of maximum detected pixel radius in an image = - %f, %f""" % (np.mean(maxrad), np.std(maxrad))) - print("""absolute maximum detected pixel radius over all images = - %f""" % np.max(maxrad)) - print("") - -######################## -def build_model(dim, learn_rate, lmbda, drop, FL, init, n_filters): - """Function that builds the (UNET) convolutional neural network. - - Parameters - ---------- - dim : int - Dimension of input images (assumes square). - learn_rate : float - Learning rate. - lmbda : float - Convolution2D regularization parameter. - drop : float - Dropout fraction. - FL : int - Filter length. - init : string - Weight initialization type. - n_filters : int - Number of filters in each layer. - - Returns - ------- - model : keras model object - Constructed Keras model. - """ - print('Making UNET model...') - img_input = Input(batch_shape=(None, dim, dim, 1)) - - a1 = Convolution2D(n_filters, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(img_input) - a1 = Convolution2D(n_filters, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(a1) - a1P = MaxPooling2D((2, 2), strides=(2, 2))(a1) - - a2 = Convolution2D(n_filters * 2, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(a1P) - a2 = Convolution2D(n_filters * 2, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(a2) - a2P = MaxPooling2D((2, 2), strides=(2, 2))(a2) - - a3 = Convolution2D(n_filters * 4, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(a2P) - a3 = Convolution2D(n_filters * 4, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(a3) - a3P = MaxPooling2D((2, 2), strides=(2, 2),)(a3) - - u = Convolution2D(n_filters * 4, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(a3P) - u = Convolution2D(n_filters * 4, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(u) - - u = UpSampling2D((2, 2))(u) - u = merge((a3, u), mode='concat', concat_axis=3) - u = Dropout(drop)(u) - u = Convolution2D(n_filters * 2, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(u) - u = Convolution2D(n_filters * 2, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(u) - - u = UpSampling2D((2, 2))(u) - u = merge((a2, u), mode='concat', concat_axis=3) - u = Dropout(drop)(u) - u = Convolution2D(n_filters, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(u) - u = Convolution2D(n_filters, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(u) - - u = UpSampling2D((2, 2))(u) - u = merge((a1, u), mode='concat', concat_axis=3) - u = Dropout(drop)(u) - u = Convolution2D(n_filters, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(u) - u = Convolution2D(n_filters, FL, FL, activation='relu', init=init, - W_regularizer=l2(lmbda), border_mode='same')(u) - - # Final output - final_activation = 'sigmoid' - u = Convolution2D(1, 1, 1, activation=final_activation, init=init, - W_regularizer=l2(lmbda), border_mode='same')(u) - u = Reshape((dim, dim))(u) - if k2: - model = Model(inputs=img_input, outputs=u) - else: - model = Model(input=img_input, output=u) - - optimizer = Adam(lr=learn_rate) - model.compile(loss='binary_crossentropy', optimizer=optimizer) - print(model.summary()) - - return model - -######################## -def train_and_test_model(Data, Craters, MP, i_MP): - """Function that trains, tests and saves the model, printing out metrics - after each model. - - Parameters - ---------- - Data : dict - Inputs and Target Moon data. - Craters : dict - Human-counted crater data. - MP : dict - Contains all relevant parameters. - i_MP : int - Iteration number (when iterating over hypers). - """ - # Static params - dim, nb_epoch, bs = MP['dim'], MP['epochs'], MP['bs'] - - # Iterating params - FL = get_param_i(MP['filter_length'], i_MP) - learn_rate = get_param_i(MP['lr'], i_MP) - n_filters = get_param_i(MP['n_filters'], i_MP) - init = get_param_i(MP['init'], i_MP) - lmbda = get_param_i(MP['lambda'], i_MP) - drop = get_param_i(MP['dropout'], i_MP) - - # Build model - model = build_model(dim, learn_rate, lmbda, drop, FL, init, n_filters) - - # Main loop - n_samples = MP['n_train'] - for nb in range(nb_epoch): - if k2: - model.fit_generator( - custom_image_generator(Data['train'][0], Data['train'][1], - batch_size=bs), - steps_per_epoch=n_samples/bs, epochs=1, verbose=1, - # validation_data=(Data['dev'][0],Data['dev'][1]), #no gen - validation_data=custom_image_generator(Data['dev'][0], - Data['dev'][1], - batch_size=bs), - validation_steps=n_samples, - callbacks=[ - EarlyStopping(monitor='val_loss', patience=3, verbose=0)]) - else: - model.fit_generator( - custom_image_generator(Data['train'][0], Data['train'][1], - batch_size=bs), - samples_per_epoch=n_samples, nb_epoch=1, verbose=1, - # validation_data=(Data['dev'][0],Data['dev'][1]), #no gen - validation_data=custom_image_generator(Data['dev'][0], - Data['dev'][1], - batch_size=bs), - nb_val_samples=n_samples, - callbacks=[ - EarlyStopping(monitor='val_loss', patience=3, verbose=0)]) - - get_metrics(Data['dev'], Craters['dev'], dim, model) - - if MP['save_models'] == 1: - model.save(MP['save_dir']) - - print("###################################") - print("##########END_OF_RUN_INFO##########") - print("""learning_rate=%e, batch_size=%d, filter_length=%e, n_epoch=%d - n_train=%d, img_dimensions=%d, init=%s, n_filters=%d, lambda=%e - dropout=%f""" % (learn_rate, bs, FL, nb_epoch, MP['n_train'], - MP['dim'], init, n_filters, lmbda, drop)) - get_metrics(Data['test'], Craters['test'], dim, model) - print("###################################") - print("###################################") - -######################## -def get_models(MP): - """Top-level function that loads data files and calls train_and_test_model. - - Parameters - ---------- - MP : dict - Model Parameters. - """ - dir = MP['dir'] - n_train, n_dev, n_test = MP['n_train'], MP['n_dev'], MP['n_test'] - - # Load data - train = h5py.File('%strain_images.hdf5' % dir, 'r') - dev = h5py.File('%sdev_images.hdf5' % dir, 'r') - test = h5py.File('%stest_images.hdf5' % dir, 'r') - Data = { - 'train': [train['input_images'][:n_train].astype('float32'), - train['target_masks'][:n_train].astype('float32')], - 'dev': [dev['input_images'][:n_dev].astype('float32'), - dev['target_masks'][:n_dev].astype('float32')], - 'test': [test['input_images'][:n_test].astype('float32'), - test['target_masks'][:n_test].astype('float32')] - } - train.close() - dev.close() - test.close() - - # Rescale, normalize, add extra dim - proc.preprocess(Data) - - # Load ground-truth craters - Craters = { 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+content-hash = "9660c37234ee1ad282100ea00fdc3c0400a0984d48c77c84fdd10ca4f73bce37" diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..7fa8f42 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,92 @@ +[tool.poetry] +name = "torchmoon" +version = "1.0.1" +description = "mon crater detection" +authors = ["Anton Feldmann "] +license = "MIT" +readme = "README.md" + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" + +[tool.poetry.dependencies] +python = ">=3.10,<4.0" +pytorch-lightning = "^2.4.0" +hydra-core = "^1.3.2" +torchmetrics = "^1.4.1" +torchvision = "^0.19.0" +craterdata = "^0.1.3" +python-dotenv = "^1.0.1" +rich = "^13.7.1" +wandb = "^0.17.6" +hydra-colorlog = "^1.2.0" +hydra-optuna-sweeper = "^1.2.0" +apu = "^0.1.22.0.0" +pytorch-lightning-bolts = "^0.3.2.post1" +tensorboardx = "^2.6.2.2" +tensorboard = "^2.17.0" +numpy = "<2" + +[tool.poetry.group.dev.dependencies] +pytest = "^8.2.1" +pylint = "^3.2.2" +coverage = "^7.5.3" +ruff = "^0.4.7" +tox = "^4.15.0" +sphinx = { version = "^2.2", optional = true } +sphinx_rtd_theme = { version = "^0.4.3", optional = true } +sphinxcontrib-napoleon = { version = "0.7", optional = true } +mypy = "^1.10.0" + +[tool.ruff.lint.pydocstyle] +convention = "google" + +[tool.ruff.lint] +select = [ + "E", # pycodestyle (error) + "F", # pyflakes + "W", # pycodestyle (warning) + "B", # flake8-bugbear + "I", # isort + "RUF100", # Unused noqa comments + "PGH004", # blanket noqa comments + "UP", # pyupgrade + "C4", # flake8-comprehensions + "SIM201", "SIM202", # simplify comparisons involving not + "ISC001", # implicitly concatenated string + "RET501", "RET502", # better return None handling + "NPY201" # numpy error +] +fixable = ["ALL"] +unfixable = [] + +[tool.tox] +legacy_tox_ini = """ + [tox] + requires = + tox>=4 + env_list = + py{38,39,310,311,312} + type + + [testenv] + deps = pytest + commands = pytest + + [testenv:type] + deps = mypy + commands = mypy . +""" + +[tool.coverage.run] +command_line = "-m pytest" + +[tool.coverage.report] +include = ["osma_smtp/*.py"] +show_missing = true + +[tool.coverage.html] +directory = "coverage_html_report" + +[tool.poetry.extras] \ No newline at end of file diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index bc2c066..0000000 --- a/requirements.txt +++ /dev/null @@ -1,10 +0,0 @@ -Cartopy==0.14.2 -h5py==2.6.0 -Keras==1.2.2 -numpy==1.12.1 -opencv-python==3.2.0.6 -pandas==0.19.1 -Pillow==3.1.2 -scikit-image==0.12.3 -tables==3.4.2 -tensorflow==0.10.0rc0 \ No newline at end of file diff --git a/run_get_unique_craters.py b/run_get_unique_craters.py deleted file mode 100644 index e8dce47..0000000 --- a/run_get_unique_craters.py +++ /dev/null @@ -1,42 +0,0 @@ -#!/usr/bin/env python -"""Run/Obtain Unique Crater Distribution - - Execute extracting craters from model target predictions and filtering - out duplicates. - """ -import get_unique_craters as guc -import sys -import numpy as np - -# Crater Parameters -CP = {} - -# Image width/height, assuming square images. -CP['dim'] = 256 - -# Data type - train, dev, test -CP['datatype'] = 'test' - -# Number of images to extract craters from -CP['n_imgs'] = 30000 - -# Hyperparameters -CP['llt2'] = float(sys.argv[1]) # D_{L,L} from Silburt et. al (2017) -CP['rt2'] = float(sys.argv[2]) # D_{R} from Silburt et. al (2017) - -# Location of model to generate predictions (if they don't exist yet) -CP['dir_model'] = 'models/model.h5' - -# Location of where hdf5 data images are stored -CP['dir_data'] = 'catalogues/%s_images.hdf5' % CP['datatype'] - -# Location of where model predictions are/will be stored -CP['dir_preds'] = 'catalogues/%s_preds_n%d.hdf5' % (CP['datatype'], - CP['n_imgs']) - -# Location of where final unique crater distribution will be stored -CP['dir_result'] = 'catalogues/%s_craterdist.npy' % (CP['datatype']) - -if __name__ == '__main__': - craters_unique = np.empty([0, 3]) - craters_unique = guc.extract_unique_craters(CP, craters_unique) diff --git a/run_input_data_gen.py b/run_input_data_gen.py deleted file mode 100644 index 6639ff6..0000000 --- a/run_input_data_gen.py +++ /dev/null @@ -1,132 +0,0 @@ -#!/usr/bin/env python -"""Input Image Dataset Generator - -Script for generating input datasets from Lunar global digital elevation maps -(DEMs) and crater catalogs. - -This script is designed to use the LRO-Kaguya DEM and a combination of the -LOLA-LROC 5 - 20 km and Head et al. 2010 >=20 km crater catalogs. It -generates a randomized set of small (projection-corrected) images and -corresponding crater targets. The input and target image sets are stored as -hdf5 files. The longitude and latitude limits of each image is included in the -input set file, and tables of the craters in each image are stored in a -separate Pandas HDFStore hdf5 file. - -The script's parameters are located under the Global Variables. We recommend -making a copy of this script when generating a dataset. - -MPI4py can be used to generate multiple hdf5 files simultaneously - each thread -writes `amt` number of images to its own file. -""" - -########## Imports ########## - -# Python 2.7 compatibility. -from __future__ import absolute_import, division, print_function - -from PIL import Image -import input_data_gen as igen -import time - -########## Global Variables ########## - -# Use MPI4py? Set this to False if it's not supposed by the system. -use_mpi4py = False - -# Source image path. -source_image_path = "LunarLROLrocKaguya_118mperpix.png" - -# LROC crater catalog csv path. -lroc_csv_path = "./catalogues/LROCCraters.csv" - -# Head et al. catalog csv path. -head_csv_path = "./catalogues/HeadCraters.csv" - -# Output filepath and file header. Eg. if outhead = "./input_data/train", -# files will have extension "./out/train_inputs.hdf5" and -# "./out/train_targets.hdf5" -outhead = "./input_data/train" - -# Number of images to make (if using MPI4py, number of image per thread to -# make). -amt = 30000 - -# Range of image widths, in pixels, to crop from source image (input images -# will be scaled down to ilen). For Orthogonal projection, larger images are -# distorted at their edges, so there is some trade-off between ensuring images -# have minimal distortion, and including the largest craters in the image. -rawlen_range = [500, 6500] - -# Distribution to sample from rawlen_range - "uniform" for uniform, and "log" -# for loguniform. -rawlen_dist = 'log' - -# Size of input images. -ilen = 256 - -# Size of target images. -tglen = 256 - -# [Min long, max long, min lat, max lat] dimensions of source image. -source_cdim = [-180., 180., -60., 60.] - -# [Min long, max long, min lat, max lat] dimensions of the region of the source -# to use when randomly cropping. Used to distinguish training from test sets. -sub_cdim = [-180., 180., -60., 60.] - -# Minimum pixel diameter of craters to include in in the target. -minpix = 1. - -# Radius of the world in km (1737.4 for Moon). -R_km = 1737.4 - -### Target mask arguments. ### - -# If True, truncate mask where image has padding. -truncate = True - -# If rings = True, thickness of ring in pixels. -ringwidth = 1 - -# If True, script prints out the image it's currently working on. -verbose = True - -########## Script ########## - -if __name__ == '__main__': - - start_time = time.time() - - # Utilize mpi4py for multithreaded processing. - if use_mpi4py: - from mpi4py import MPI - comm = MPI.COMM_WORLD - rank = comm.Get_rank() - size = comm.Get_size() - print("Thread {0} of {1}".format(rank, size)) - istart = rank * amt - else: - istart = 0 - - # Read source image and crater catalogs. - img = Image.open(source_image_path).convert("L") - craters = igen.ReadLROCHeadCombinedCraterCSV(filelroc=lroc_csv_path, - filehead=head_csv_path) - - # Sample subset of image. Co-opt igen.ResampleCraters to remove all - # craters beyond cdim (either sub or source). - if sub_cdim != source_cdim: - img = igen.InitialImageCut(img, source_cdim, sub_cdim) - # This always works, since sub_cdim < source_cdim. - craters = igen.ResampleCraters(craters, sub_cdim, None, arad=R_km) - - # Generate input images. - igen.GenDataset(img, craters, outhead, rawlen_range=rawlen_range, - rawlen_dist=rawlen_dist, ilen=ilen, cdim=sub_cdim, - arad=R_km, minpix=minpix, tglen=tglen, binary=True, - rings=True, ringwidth=ringwidth, truncate=truncate, - amt=amt, istart=istart, verbose=verbose) - - elapsed_time = time.time() - start_time - if verbose: - print("Time elapsed: {0:.1f} min".format(elapsed_time / 60.)) diff --git a/run_model_train.py b/run_model_train.py deleted file mode 100644 index b42c1de..0000000 --- a/run_model_train.py +++ /dev/null @@ -1,48 +0,0 @@ -#!/usr/bin/env python -"""Run Convolutional Neural Network Training - -Execute the training of a (UNET) Convolutional Neural Network on -images of the Moon and binary ring targets. -""" - -import model_train as mt - -# Model Parameters -MP = {} - -# Directory of train/dev/test image and crater hdf5 files. -MP['dir'] = 'catalogues/' - -# Image width/height, assuming square images. -MP['dim'] = 256 - -# Batch size: smaller values = less memory but less accurate gradient estimate -MP['bs'] = 8 - -# Number of training epochs. -MP['epochs'] = 4 - -# Number of train/valid/test samples, needs to be a multiple of batch size. -MP['n_train'] = 30000 -MP['n_dev'] = 5000 -MP['n_test'] = 5000 - -# Save model (binary flag) and directory. -MP['save_models'] = 1 -MP['save_dir'] = 'models/model.h5' - -# Model Parameters (to potentially iterate over, keep in lists). -MP['N_runs'] = 1 # Number of runs -MP['filter_length'] = [3] # Filter length -MP['lr'] = [0.0001] # Learning rate -MP['n_filters'] = [112] # Number of filters -MP['init'] = ['he_normal'] # Weight initialization -MP['lambda'] = [1e-6] # Weight regularization -MP['dropout'] = [0.15] # Dropout fraction - -# Iterating over parameters example. -# MP['N_runs'] = 2 -# MP['lambda']=[1e-4,1e-4] - -if __name__ == '__main__': - mt.get_models(MP) diff --git a/tests/LunarLROLrocKaguya_1180mperpix_downsamp.png b/tests/LunarLROLrocKaguya_1180mperpix_downsamp.png deleted file mode 100644 index c3a76ce..0000000 Binary files a/tests/LunarLROLrocKaguya_1180mperpix_downsamp.png and /dev/null differ diff --git a/tests/README.md b/tests/README.md deleted file mode 100644 index f060408..0000000 --- a/tests/README.md +++ /dev/null @@ -1,28 +0,0 @@ -# DeepMoon Test Suite - -## Dependences - -Running the DeepMoon test suite requires the following packages (in addition to -those required by DeepMoon itself): - -- [pytest](https://pypi.python.org/pypi/pytest) >= 3.11 - -## Running the Test Suite - -Each file in the folder is a self-contained test script for the main functions -and utilities of DeepMoon. To run them, use `pytest` on the command line, eg. - -``` -pytest test_get_unique_craters.py -``` - -## Sample Files Used By the Test Suite - -- `LunarLROLrocKaguya_1180mperpix_downsamp.png`: the LROC-Kaguya DEM, -downsampled to 9216 x 3072 pixels, or 1180 m per pixel. -- `sample_template_match.hdf5`: Contains two csv crater ground truth arrays -and corresponding CNN-predicted targets. -- `sample_crater_csv.hdf5`: Pandas HDFStore file containing the crater -data table for the 6th image (`img_00005`) in the test dataset. -- `sample_crater_csv_metadata.hdf5`: metadata for the 6th image in the test -dataset. diff --git a/tests/sample_crater_csv.hdf5 b/tests/sample_crater_csv.hdf5 deleted file mode 100644 index 1f370ec..0000000 Binary files a/tests/sample_crater_csv.hdf5 and /dev/null differ diff --git a/tests/sample_crater_csv_metadata.hdf5 b/tests/sample_crater_csv_metadata.hdf5 deleted file mode 100644 index 81a44fd..0000000 Binary files a/tests/sample_crater_csv_metadata.hdf5 and /dev/null differ diff --git a/tests/sample_template_match.hdf5 b/tests/sample_template_match.hdf5 deleted file mode 100644 index 83e282c..0000000 Binary files a/tests/sample_template_match.hdf5 and /dev/null differ diff --git a/tests/test_get_unique_craters.py b/tests/test_get_unique_craters.py deleted file mode 100644 index 69ae2ab..0000000 --- a/tests/test_get_unique_craters.py +++ /dev/null @@ -1,49 +0,0 @@ -from __future__ import absolute_import, division, print_function -import numpy as np -import h5py -import pandas as pd -import sys -sys.path.append('../') -import get_unique_craters as guc - - -class TestLongLatEstimation(object): - - def setup(self): - ctrs = pd.HDFStore('./sample_crater_csv.hdf5', 'r') - ctrs_meta = h5py.File('./sample_crater_csv_metadata.hdf5', 'r') - - self.craters = ctrs['craters'] - self.dim = (256, 256) - self.llbd = ctrs_meta['longlat_bounds'][...] - self.dc = ctrs_meta['pix_distortion_coefficient'][...] - - ctrs.close() - ctrs_meta.close() - - def test_estimate_longlatdiamkm(self): - coords = self.craters[['x', 'y', 'Radius (pix)']].as_matrix() - craters_unique = guc.estimate_longlatdiamkm( - self.dim, self.llbd, self.dc, coords) - # Check that estimate is same as predictions in sample_crater_csv.hdf5. - assert np.all(np.isclose(craters_unique[:, 0], - self.craters['Predicted Long'], - atol=0., rtol=1e-10)) - assert np.all(np.isclose(craters_unique[:, 1], - self.craters['Predicted Lat'], - atol=0., rtol=1e-10)) - assert np.all(np.isclose(craters_unique[:, 2], - self.craters['Predicted Radius (km)'], - atol=0., rtol=1e-10)) - # Check that estimate is within expected tolerance from ground truth - # values in sample_crater_csv.hdf5. - assert np.all(abs(craters_unique[:, 0] - self.craters['Long']) / - (self.llbd[1] - self.llbd[0]) < 0.01) - assert np.all(abs(craters_unique[:, 1] - self.craters['Lat']) / - (self.llbd[3] - self.llbd[2]) < 0.02) - # Radius is exact, since we use the inverse estimation from km to pix - # to get the ground truth crater pixel radii/diameters in - # input_data_gen.py. - assert np.all(np.isclose(craters_unique[:, 2], - self.craters['Radius (km)'], - atol=0., rtol=1e-10)) diff --git a/tests/test_input_data_gen.py b/tests/test_input_data_gen.py deleted file mode 100644 index 98384eb..0000000 --- a/tests/test_input_data_gen.py +++ /dev/null @@ -1,528 +0,0 @@ -from __future__ import absolute_import, division, print_function -import sys -import pytest -import pandas as pd -import numpy as np -import cv2 -import h5py -import cartopy.crs as ccrs -import cartopy.img_transform as cimg -from PIL import Image -sys.path.append('../') -import input_data_gen as igen -import utils.transform as trf - - -class TestCatalogue(object): - """Tests crater catalogues.""" - - def setup(self): - # Head et al. dataset. - head = pd.read_csv('../catalogues/HeadCraters.csv', header=0, - names=['Long', 'Lat', 'Diameter (km)']) - lroc = pd.read_csv('../catalogues/LROCCraters.csv', - usecols=range(2, 5), header=0) - - self.lrochead_t = pd.concat([lroc, head], axis=0, ignore_index=True, - copy=True) - self.lrochead_t.sort_values(by='Lat', inplace=True) - self.lrochead_t.reset_index(inplace=True, drop=True) - - def test_dataframes_equal(self): - lrochead = igen.ReadLROCHeadCombinedCraterCSV( - filelroc="../catalogues/LROCCraters.csv", - filehead="../catalogues/HeadCraters.csv", - sortlat=True) - lrochead_nosort = igen.ReadLROCHeadCombinedCraterCSV( - filelroc="../catalogues/LROCCraters.csv", - filehead="../catalogues/HeadCraters.csv", - sortlat=False) - - assert np.all(lrochead == self.lrochead_t) - assert not np.all(lrochead == lrochead_nosort) - - -class TestImageTransforms(object): - """Tests image transform functions.""" - - def setup(self): - # Image length. - self.imlen = 256 - - # Image. - self.img = Image.open( - "LunarLROLrocKaguya_1180mperpix_downsamp.png").convert("L") - self.imgsize = self.img.size - - # Crater catalogue. - self.craters = igen.ReadLROCHeadCombinedCraterCSV( - filelroc="../catalogues/LROCCraters.csv", - filehead="../catalogues/HeadCraters.csv", - sortlat=True) - - # Long/lat limits - self.cdim = [-180., 180., -60., 60.] - - # Coordinate systems. - self.iglobe = ccrs.Globe(semimajor_axis=1737400, - semiminor_axis=1737400, - ellipse=None) - self.geoproj = ccrs.Geodetic(globe=self.iglobe) - self.iproj = ccrs.PlateCarree(globe=self.iglobe) - - def get_llbd(self, box): - llong, llat = trf.pix2coord(box[::2], box[1::2], self.cdim, - self.imgsize, origin="upper") - return np.r_[llong, llat[::-1]] - - def get_extents(self, llbd, geoproj, iproj, oproj): - """Calculates image boundaries within projections' coordinates.""" - - # Get min, mean and max long and lat. - longbd = np.array([llbd[0], np.mean(llbd[:2]), llbd[1]]) - latbd = np.array([llbd[2], np.mean(llbd[2:]), llbd[3]]) - # Make a grid of these, then unravel. - longbd, latbd = np.meshgrid(longbd, latbd) - longbd = longbd.ravel() - latbd = latbd.ravel() - - # [:,:2] because we don't need elevation data. - ires = iproj.transform_points( - x=longbd, y=latbd, src_crs=geoproj)[:, :2] - iextent = [min(ires[:, 0]), max(ires[:, 0]), - min(ires[:, 1]), max(ires[:, 1])] - # Remove zeros from iextent. - iextent = [1e-8 if iext == 0 else iext for iext in iextent] - - ores = oproj.transform_points( - x=longbd, y=latbd, src_crs=geoproj)[:, :2] - oextent = [min(ores[:, 0]), max(ores[:, 0]), - min(ores[:, 1]), max(ores[:, 1])] - - return iextent, oextent, ores - - def test_regrid_shape_aspect(self): - # Wide image with x / y aspect ratio of 2.25. - target_extent = 1737 * np.array([0.7, 1.6, 0.4, 0.8]) - regrid_shape = igen.regrid_shape_aspect(self.imlen, target_extent) - assert int(regrid_shape[1]) == self.imlen - assert regrid_shape[0] / regrid_shape[1] == ( - (target_extent[1] - target_extent[0]) / - (target_extent[3] - target_extent[2])) - - # Tall image with x / y aspect ratio of 3.777... - target_extent = 1377 * np.array([0.2, 1.1, 0.4, 3.8]) - regrid_shape = igen.regrid_shape_aspect(self.imlen, target_extent) - assert int(regrid_shape[0]) == self.imlen - regrid_aspect = regrid_shape[0] / regrid_shape[1] - expected_aspect = ((target_extent[1] - target_extent[0]) / - (target_extent[3] - target_extent[2])) - assert np.isclose(regrid_aspect, expected_aspect, rtol=1e-8, atol=0.) - - @pytest.mark.parametrize("box", ([1197, 430, 1506, 739], - [5356, 603, 5827, 1074], - [813, 916, 1118, 1221], - [5662, 2287, 6018, 2643], - [420, 1627, 814, 2021])) - def test_warpimage(self, box): - """Test image warping and padding. - - Output of this function was tested by visual inspection. - """ - box = np.array(box, dtype='int32') - # Crop image. - img = np.asanyarray(self.img.crop(box)) - - # Determine long/lat and output projection. - llbd = self.get_llbd(box) - oproj = ccrs.Orthographic(central_longitude=np.mean(llbd[:2]), - central_latitude=np.mean(llbd[2:]), - globe=self.iglobe) - - # Determine coordinates of image limits in input and output projection - # coordinates. - iextent, oextent, ores = self.get_extents(llbd, self.geoproj, - self.iproj, oproj) - - regrid_shape = 1.2 * min(img.shape) - regrid_shape = igen.regrid_shape_aspect(regrid_shape, oextent) - - imgout, ext = cimg.warp_array(img[::-1], - source_proj=self.iproj, - source_extent=iextent, - target_proj=oproj, - target_res=regrid_shape, - target_extent=oextent, - mask_extrapolated=True) - imgout = np.ma.filled(imgout[::-1], fill_value=0) - - # Obtain image from igen.WarpImage. - imgout_WarpImage = igen.WarpImage(img, self.iproj, iextent, oproj, - oextent, origin="upper", rgcoeff=1.2) - imgout_WarpImage = np.ma.filled(imgout_WarpImage, fill_value=0) - - # Test that WarpImage gives the same result as this function. - assert np.all(imgout == imgout_WarpImage) - - # Pad image. - imgw = Image.fromarray(imgout, mode="L") - imgw_loh = imgw.size[0] / imgw.size[1] - if imgw_loh > (img.shape[1] / img.shape[0]): - imgw = imgw.resize([img.shape[0], - int(np.round(img.shape[0] / imgw_loh))], - resample=Image.NEAREST) - else: - imgw = imgw.resize([int(np.round(imgw_loh * img.shape[0])), - img.shape[0]], resample=Image.NEAREST) - imgpad = Image.new('L', (img.shape[1], img.shape[0]), (0)) - offset = ((imgpad.size[0] - imgw.size[0]) // 2, - (imgpad.size[1] - imgw.size[1]) // 2) - imgpad.paste(imgw, offset) - - # Obtain image from igen.WarpImagePad. - imgout_WarpImagePad, WIPsize, WIPoffset = igen.WarpImagePad( - img, self.iproj, iextent, oproj, oextent, origin="upper", - rgcoeff=1.2, fillbg="black") - - # Test that WarpImagePad gives the same result as this function. - assert np.all(np.asanyarray(imgpad) == - np.asanyarray(imgout_WarpImagePad)) - assert WIPsize == imgw.size - assert offset == WIPoffset - - @pytest.mark.parametrize("box", ([1197, 430, 1506, 739], - [5356, 603, 5827, 1074], - [813, 916, 1118, 1221], - [5662, 2287, 6018, 2643], - [420, 1627, 814, 2021])) - def test_warpcraters(self, box): - """Test image warping and padding. - - Output of this function was tested by visual inspection. - """ - box = np.array(box, dtype='int32') - # Crop image. - img = np.asanyarray(self.img.crop(box)) - - # Determine long/lat and output projection. - llbd = self.get_llbd(box) - oproj = ccrs.Orthographic(central_longitude=np.mean(llbd[:2]), - central_latitude=np.mean(llbd[2:]), - globe=self.iglobe) - - # Determine coordinates of image limits in input and output projection - # coordinates. - iextent, oextent, ores = self.get_extents(llbd, self.geoproj, - self.iproj, oproj) - - # Obtain image from igen.WarpImagePad. - imgout_WarpImagePad, WIPsize, WIPoffset = igen.WarpImagePad( - img, self.iproj, iextent, oproj, oextent, origin="upper", - rgcoeff=1.2, fillbg="black") - - ctr_xlim = ((self.craters["Long"] >= llbd[0]) & - (self.craters["Long"] <= llbd[1])) - ctr_ylim = ((self.craters["Lat"] >= llbd[2]) & - (self.craters["Lat"] <= llbd[3])) - ctr_wrp = self.craters.loc[ctr_xlim & ctr_ylim, :].copy() - - # Get output projection coords. - # [:,:2] becaus we don't need elevation data - # If statement is in case ctr_wrp has nothing in it - if ctr_wrp.shape[0]: - ilong = ctr_wrp["Long"].as_matrix() - ilat = ctr_wrp["Lat"].as_matrix() - res = oproj.transform_points(x=ilong, y=ilat, - src_crs=self.geoproj)[:, :2] - - # Get output - ctr_wrp["x"], ctr_wrp["y"] = trf.coord2pix(res[:, 0], res[:, 1], - oextent, WIPsize, - origin="upper") - else: - ctr_wrp["x"] = [] - ctr_wrp["y"] = [] - - ctr_wrpctrloc = igen.WarpCraterLoc(self.craters, self.geoproj, oproj, - oextent, WIPsize, llbd=llbd, - origin="upper") - - assert np.all(ctr_wrp == ctr_wrpctrloc) - - @pytest.mark.parametrize("box", ([1197, 430, 1506, 739], - [5356, 603, 5827, 1074], - [813, 916, 1118, 1221], - [5662, 2287, 6018, 2643], - [420, 1627, 814, 2021])) - def test_platecarreetoorthographic(self, box): - """Test full Plate Carree to orthographic transform. - - Assumes input_data_gen's image and crater position warping - functions are correct. Output of this function was tested by visual - inspection. - """ - - box = np.array(box, dtype='int32') - # Crop image. - img = np.asanyarray(self.img.crop(box)) - - # Determine long/lat and output projection. - llbd = self.get_llbd(box) - oproj = ccrs.Orthographic(central_longitude=np.mean(llbd[:2]), - central_latitude=np.mean(llbd[2:]), - globe=self.iglobe) - - # Determine coordinates of image limits in input and output projection - # coordinates. - iextent, oextent, ores = self.get_extents(llbd, self.geoproj, - self.iproj, oproj) - - # Obtain image from igen.WarpImagePad. - imgo, imgwshp, offset = igen.WarpImagePad( - img, self.iproj, iextent, oproj, oextent, origin="upper", - rgcoeff=1.2, fillbg="black") - - ctr_xy = igen.WarpCraterLoc(self.craters, self.geoproj, oproj, - oextent, imgwshp, llbd=llbd, - origin="upper") - ctr_xy.loc[:, "x"] += offset[0] - ctr_xy.loc[:, "y"] += offset[1] - - distortion_coefficient = ((ores[7, 1] - ores[1, 1]) / - (oextent[3] - oextent[2])) - pixperkm = trf.km2pix(imgo.size[1], llbd[3] - llbd[2], - dc=distortion_coefficient, a=1737.4) - ctr_xy["Diameter (pix)"] = ctr_xy["Diameter (km)"] * pixperkm - - - # Determine x, y position of central lat/long. - centrallonglat = pd.DataFrame({"Long": [np.mean(llbd[:2])], - "Lat": [np.mean(llbd[2:])]}) - centrallonglat_xy = igen.WarpCraterLoc(centrallonglat, self.geoproj, - oproj, oextent, imgwshp, - llbd=llbd, origin="upper") - centrallonglat_xy.loc[:, "x"] += offset[0] - centrallonglat_xy.loc[:, "y"] += offset[1] - - img_pc, ctr_pc, dc_pc, cll_pc = igen.PlateCarree_to_Orthographic( - self.img.crop(box), llbd, self.craters, iglobe=self.iglobe, - ctr_sub=False, arad=1737.4, origin="upper", rgcoeff=1.2, - slivercut=0.) - - assert np.all(np.asanyarray(img_pc) == np.asanyarray(imgo)) - assert np.all(ctr_pc == ctr_xy) - assert dc_pc == distortion_coefficient - assert np.all(cll_pc == centrallonglat_xy) - - -class TestMaskMaking(object): - """Tests mask making functions.""" - - def setup(self): - # Image length. - self.imlen = 256 - - # Dummy image. - self.img = np.ones([self.imlen, self.imlen]) - - # Fake craters. - crat_x = np.array([128, 50, 2, 4, 167, 72, 254, 1]) - crat_y = np.array([128, 50, 1, 191, 3, 255, 254, 255]) - crat_d = np.array([131, 7, 12, 38, 64, 4, 3, 72]) - self.craters = pd.DataFrame([crat_x, crat_y, crat_d]).T - self.craters.rename(columns={0: "x", 1: "y", 2: "Diameter (pix)"}, - inplace=True) - - @pytest.mark.parametrize("r", (2, 17, 240, 1)) - def test_circlemaker(self, r): - circle = igen.circlemaker(r=r) - midpt = circle.shape[0] // 2 - nx, ny = np.mgrid[-midpt:midpt + 1, -midpt:midpt + 1] - circle_comp = (nx**2 + ny**2 <= r**2) - assert np.all(circle_comp == circle) - - @pytest.mark.parametrize("r, dr", ((2, 1), (17, 4), (240, 3), (1, 1))) - def test_ringmaker(self, r, dr): - ring = igen.ringmaker(r=r, dr=dr) - midpt_corr = ring.shape[0] // 2 - ring_comp = cv2.circle(np.zeros_like(ring), (midpt_corr, midpt_corr), - int(np.round(r)), 1, thickness=dr) - assert np.all(ring == ring_comp) - - def test_makerings(self): - mask = np.zeros_like(self.img) - radius = self.craters["Diameter (pix)"].values / 2. - - for i in range(self.craters.shape[0]): - radius = self.craters.loc[i, "Diameter (pix)"] / 2. - kernel = igen.ringmaker(r=radius, dr=1) - # "Dummy values" so we can use get_merge_indices - kernel_support = kernel.shape[0] - ks_half = kernel_support // 2 - - # Calculate indices on image where kernel should be added - [imxl, imxr, gxl, gxr] = igen.get_merge_indices( - self.craters.loc[i, "x"], self.img.shape[1], ks_half, - kernel_support) - [imyl, imyr, gyl, gyr] = igen.get_merge_indices( - self.craters.loc[i, "y"], self.img.shape[0], ks_half, - kernel_support) - - # Add kernel to image - mask[imyl:imyr, imxl:imxr] += kernel[gyl:gyr, gxl:gxr] - - mask = (mask > 0).astype(float) - - mask_mm = igen.make_mask(self.craters, self.img, binary=True, - rings=True, ringwidth=1, truncate=False) - - assert np.all(mask == mask_mm) - - -class TestAuxFunctions(object): - """Tests helper functions for run_input_data_gen.py.""" - - def setup(self): - # Image length. - self.imlen = 256 - - # Image. - self.img = Image.open( - "LunarLROLrocKaguya_1180mperpix_downsamp.png").convert("L") - self.imgsize = self.img.size - - # Crater catalogue. - self.craters = igen.ReadLROCHeadCombinedCraterCSV( - filelroc="../catalogues/LROCCraters.csv", - filehead="../catalogues/HeadCraters.csv", - sortlat=True) - - # Long/lat limits - self.cdim = [-180., 180., -60., 60.] - - # Coordinate systems. - self.iglobe = ccrs.Globe(semimajor_axis=1737400, - semiminor_axis=1737400, - ellipse=None) - - @pytest.mark.parametrize("llbd, minpix", - (([-30., 30., -30., 30.], 0), - ([-127., 0., 35., 87.], 3), - ([-117.54, 120., -18., 90.], 2), - ([117.54, 120., -90., 0.], 0), - ([-180., 180., -60., 60.], 10))) - def test_resamplecraters(self, llbd, minpix): - ctr_xlim = ((self.craters['Long'] >= llbd[0]) & - (self.craters['Long'] <= llbd[1])) - ctr_ylim = ((self.craters['Lat'] >= llbd[2]) & - (self.craters['Lat'] <= llbd[3])) - ctr_sub = self.craters.loc[ctr_xlim & ctr_ylim, :] - imgheight = int(3000. * (llbd[3] - llbd[2]) / 180.) - pixperkm = trf.km2pix(imgheight, llbd[3] - llbd[2]) - minkm = minpix / pixperkm - ctr_sub = ctr_sub[ctr_sub['Diameter (km)'] >= minkm] - ctr_sub.reset_index(drop=True, inplace=True) - ctr_rs = igen.ResampleCraters(self.craters, llbd, imgheight, - minpix=minpix) - assert np.all(ctr_rs == ctr_sub) - - @pytest.mark.parametrize("newcdim, newpixdim", - (([-180., 0., 0., 60.], (4608, 1536)), - ([-60., 60., -60., 60.], (3072, 3072)))) - def test_initialimagecrop(self, newcdim, newpixdim): - cropped_img = igen.InitialImageCut(self.img, self.cdim, newcdim) - assert cropped_img.size == newpixdim - - -class TestGenDataset(object): - """Test dataset generation function.""" - - def setup(self): - # Seed. - self.seed = 1337 - - # Image length. - self.imlen = 256 - - # Image. - self.img = Image.open( - "LunarLROLrocKaguya_1180mperpix_downsamp.png").convert("L") - self.imgsize = self.img.size - - # Crater catalogue. - self.craters = igen.ReadLROCHeadCombinedCraterCSV( - filelroc="../catalogues/LROCCraters.csv", - filehead="../catalogues/HeadCraters.csv", - sortlat=True) - - # Long/lat limits - self.cdim = [-180., 180., -60., 60.] - - # Coordinate systems. - self.iglobe = ccrs.Globe(semimajor_axis=1737400, - semiminor_axis=1737400, - ellipse=None) - - @pytest.mark.parametrize("ringwidth", (1, 2)) - def test_gendataset(self, tmpdir, ringwidth): - amt = 10 - zeropad = 2 - outhead = str(tmpdir.join('gentest')) - - igen.GenDataset(self.img, self.craters, outhead, - rawlen_range=[300, 1000], rawlen_dist='log', - ilen=self.imlen, tglen=self.imlen, cdim=self.cdim, - minpix=1, ringwidth=ringwidth, amt=amt, istart=0, - seed=self.seed) - - imgs_h5 = h5py.File(outhead + '_images.hdf5', 'r') - craters_h5 = pd.HDFStore(outhead + '_craters.hdf5', 'r') - - for i in range(amt): - # Find image number. - img_number = "img_{i:0{zp}d}".format(i=i, zp=zeropad) - - # Load box. - box = np.array(imgs_h5['pix_bounds'][img_number][...]) - - im = self.img.crop(box) - im.load() - - # Obtain long/lat bounds for coordinate transform. - ix = box[::2] - iy = box[1::2] - llong, llat = trf.pix2coord(ix, iy, self.cdim, list(self.img.size), - origin='upper') - llbd = np.r_[llong, llat[::-1]] - - # Downsample image. - im = im.resize([self.imlen, self.imlen], resample=Image.NEAREST) - - # Remove all craters that are too small to be seen in image. - ctr_sub = igen.ResampleCraters(self.craters, llbd, im.size[1], - minpix=1) - - # Convert Plate Carree to Orthographic. - [imgo, ctr_xy, distortion_coefficient, clonglat_xy] = ( - igen.PlateCarree_to_Orthographic( - im, llbd, ctr_sub, iglobe=self.iglobe, ctr_sub=True, - slivercut=0.5)) - imgo_arr = np.asanyarray(imgo) - - # Make target mask. - tgt = np.asanyarray(imgo.resize((self.imlen, self.imlen), - resample=Image.BILINEAR)) - mask = igen.make_mask(ctr_xy, tgt, binary=True, rings=True, - ringwidth=ringwidth, truncate=True) - - assert np.all(imgo_arr == imgs_h5['input_images'][i, ...]) - assert np.all(mask == imgs_h5['target_masks'][i, ...]) - assert np.all(llbd == imgs_h5['longlat_bounds'][img_number][...]) - assert (distortion_coefficient == - imgs_h5['pix_distortion_coefficient'][img_number][0]) - assert np.all(clonglat_xy[["x", "y"]] == - imgs_h5['cll_xy'][img_number][...]) - assert np.all(ctr_xy == craters_h5[img_number]) - - imgs_h5.close() - craters_h5.close() diff --git a/tests/test_model_train.py b/tests/test_model_train.py deleted file mode 100644 index c4467d5..0000000 --- a/tests/test_model_train.py +++ /dev/null @@ -1,31 +0,0 @@ -from __future__ import absolute_import, division, print_function -import numpy as np -from keras import backend as K -import sys -sys.path.append('../') -import model_train as mt - - -class TestModelTrain(): - """Tests model building.""" - - def test_build_model(self): - dim = 256 - FL = 3 - learn_rate = 0.0001 - n_filters = 112 - init = 'he_normal' - lmbda = 1e-06 - drop = 0.15 - - model = mt.build_model(dim, learn_rate, lmbda, drop, FL, init, - n_filters) - - # Following https://stackoverflow.com/questions/45046525/keras-number-of-trainable-parameters-in-model - trainable_count = int(np.sum([K.count_params(p) for p in - set(model.trainable_weights)])) - non_trainable_count = int(np.sum([K.count_params(p) for p in - set(model.non_trainable_weights)])) - assert trainable_count + non_trainable_count == 10278017 - assert trainable_count == 10278017 - assert non_trainable_count == 0 diff --git a/tests/test_utils.py b/tests/test_utils.py deleted file mode 100644 index 5a264e4..0000000 --- a/tests/test_utils.py +++ /dev/null @@ -1,89 +0,0 @@ -from __future__ import absolute_import, division, print_function -import numpy as np -import h5py -import pytest -import sys -sys.path.append('../') -import utils.template_match_target as tmt -import utils.transform as trf - - -class TestCraterExtraction(object): - def setup(self): - sample = h5py.File('sample_template_match.hdf5', 'r') - csv = sample['csv'][...].T - self.pred = sample['pred'][...] - # self.coordcsv = np.array((csv[0], csv[1], csv[2] / 2.)).T - self.pixcsv = np.array((csv[3], csv[4], csv[5] / 2.)).T - sample.close() - - def test_extract(self): - (N_match, N_csv, N_detect, maxr, - elo, ela, er, csv_duplicates) = tmt.template_match_t2c( - self.pred, self.pixcsv, minrad=8, maxrad=11) - assert N_match == 1 - assert elo < 0.1 - assert ela < 0.1 - assert er < 0.1 - - -class TestCoordinateTransforms(object): - """Tests pix2coord and coord2pix.""" - - def setup(self): - np.random.seed(9590) - origin = np.random.uniform(-30, 30, 1000) - extent = np.random.uniform(0, 45, 1000) - self.cdim = [origin[0], origin[0] + extent[0], - origin[1], origin[1] + extent[1]] - self.imgdim = np.random.randint(100, high=200, size=1000) - - self.cx = np.array( - [self.cdim[1], np.random.uniform(self.cdim[0] + 1, self.cdim[1])]) - self.cy = np.array( - [self.cdim[3], np.random.uniform(self.cdim[2] + 1, self.cdim[3])]) - - @pytest.mark.parametrize('origin', ('lower', 'upper')) - def test_coord2pix(self, origin): - x_gt = (self.imgdim[0] * - (self.cx - self.cdim[0]) / (self.cdim[1] - self.cdim[0])) - y_gt = (self.imgdim[1] * - (self.cy - self.cdim[2]) / (self.cdim[3] - self.cdim[2])) - yi_gt = (self.imgdim[1] * - (self.cdim[3] - self.cy) / (self.cdim[3] - self.cdim[2])) - - x, y = trf.coord2pix(self.cx, self.cy, self.cdim, - self.imgdim, origin=origin) - if origin == "upper": - y_gt_curr = yi_gt - else: - y_gt_curr = y_gt - xy = np.r_[x, y] - xy_gt = np.r_[x_gt, y_gt_curr] - assert np.all(np.isclose(xy, xy_gt, rtol=1e-7, atol=1e-10)) - - @pytest.mark.parametrize('origin', ('lower', 'upper')) - def test_pix2coord(self, origin): - x, y = trf.coord2pix(self.cx, self.cy, self.cdim, - self.imgdim, origin=origin) - cx, cy = trf.pix2coord(x, y, self.cdim, self.imgdim, - origin=origin) - cxy = np.r_[cx, cy] - cxy_gt = np.r_[self.cx, self.cy] - assert np.all(np.isclose(cxy, cxy_gt, rtol=1e-7, atol=1e-10)) - - @pytest.mark.parametrize("imgheight, latextent, dc", [ - (1500., 180., 0.5), - (312., 17.1, 0.7), - (1138., 15.3, 0.931), - (6500., 34.5, 0.878), - (3317., 22.8, 0.946), - (2407., 45.9832, 0.7324809721)]) - def test_km2pix(self, imgheight, latextent, dc): - mypixperkm = (180. / (np.pi * 1737.4)) * (imgheight * dc / latextent) - pixperkm = trf.km2pix(imgheight, latextent, dc=dc, a=1737.4) - assert np.isclose(mypixperkm, pixperkm, rtol=1e-10, atol=0.) - # degperpix used in get_unique_craters. - degperpix = (180. / (np.pi * 1737.4)) / pixperkm - mydegperpix = latextent / imgheight / dc - assert np.isclose(degperpix, mydegperpix, rtol=1e-10, atol=0.) diff --git a/torchmoon/__init__.py b/torchmoon/__init__.py new file mode 100644 index 0000000..812d7b6 --- /dev/null +++ b/torchmoon/__init__.py @@ -0,0 +1,2 @@ +__author__="anton feldmann" +__email__="anton.feldmann@gmail.com" diff --git a/torchmoon/__main__.py b/torchmoon/__main__.py new file mode 100644 index 0000000..11885b4 --- /dev/null +++ b/torchmoon/__main__.py @@ -0,0 +1,29 @@ +#!/usr/bin/env python3 + +from os import environ +from sys import exit + +import dotenv +import hydra +from omegaconf import DictConfig + +dotenv.load_dotenv(override=True) + +hydra_config_path = environ.get('DEEPMOONCONFIGPATH', "..") + + +@hydra.main(config_path=f"{hydra_config_path}/configs/", + config_name="train.yaml", + version_base=None) +def train(config: DictConfig) -> None: + + # Imports can be nested inside @hydra.main to optimize tab completion + # https://github.com/facebookresearch/hydra/issues/934 + from torchmoon.logger import extras + from torchmoon.training import training + + extras(config) + + return training(config) + +exit(train()) diff --git a/torchmoon/__version__.py b/torchmoon/__version__.py new file mode 100644 index 0000000..cdf2d52 --- /dev/null +++ b/torchmoon/__version__.py @@ -0,0 +1,6 @@ +major=1 +minor=0 +patch=4 + +__version__ = (major, minor, patch) +VERSION = ".".join([str(x) for x in __version__]) diff --git a/torchmoon/datamodules/__init__.py b/torchmoon/datamodules/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/torchmoon/datamodules/deepcraterdata.py b/torchmoon/datamodules/deepcraterdata.py new file mode 100644 index 0000000..39ddea3 --- /dev/null +++ b/torchmoon/datamodules/deepcraterdata.py @@ -0,0 +1,78 @@ +from math import floor +from typing import Optional, Tuple + +from craterdata.mooncraterdataset import MoonCraterDataset +from pytorch_lightning import LightningDataModule +from torch import Generator +from torch.utils.data import DataLoader, Dataset, random_split +from torchvision import transforms + + +class CraterDataModule(LightningDataModule): + + def __init__(self, + data_dir: str = "data/", + batch_size: int = 256, + num_workers: int = 8, + image_size: int = 256, + training_test_eval_split: Tuple[float, float, + float] = (0.25, 0.25, 0.75), + download: bool = False, + pin_memory: bool = False) -> None: + + super().__init__() + + self.save_hyperparameters(logger=False) + + self.transform = transforms.Compose([ + transforms.Resize([self.hparams.image_size, self.hparams.image_size]), + transforms.ToTensor(), + ]) + + self.data_train: Optional[Dataset] = None + self.data_val: Optional[Dataset] = None + self.data_test: Optional[Dataset] = None + + self.crater_dataset = None + + def prepare_data(self): + if self.crater_dataset is None: + self.crater_dataset = MoonCraterDataset( + root=self.hparams.data_dir, + transform=self.transform, + target_transform=self.transform, + download=self.hparams.download) + + def setup(self, stage: Optional[str] = None): + + train_val_test_split = [ + floor(value * len(self.crater_dataset)) + for value in self.hparams.training_test_eval_split + ] + + if self.data_train is None and self.data_val is None and self.data_test is None: + self.data_train, self.data_val, self.data_test = random_split( + dataset=self.crater_dataset, + lengths=train_val_test_split, + generator=Generator().manual_seed(42)) + + def train_dataloader(self): + return DataLoader(dataset=self.data_train, + batch_size=self.hparams.batch_size, + num_workers=self.hparams.num_workers, + pin_memory=self.hparams.pin_memory, + shuffle=True) + + def val_dataloader(self): + return DataLoader(dataset=self.data_val, + batch_size=self.hparams.batch_size, + num_workers=self.hparams.num_workers, + pin_memory=self.hparams.pin_memory, + shuffle=False) + + def test_dataloader(self): + return DataLoader(dataset=self.data_test, + batch_size=self.hparams.batch_size, + num_workers=self.hparams.num_workers, + pin_memory=self.hparams.pin_memory, + shuffle=False) diff --git a/torchmoon/hyperparameter.py b/torchmoon/hyperparameter.py new file mode 100644 index 0000000..117aa75 --- /dev/null +++ b/torchmoon/hyperparameter.py @@ -0,0 +1,68 @@ +from typing import List + +from omegaconf import DictConfig +from pytorch_lightning import Callback, LightningDataModule, LightningModule, Trainer +from pytorch_lightning.loggers import WandbLogger + +try: + from pytorch_lightning.loggers import Logger +except ImportError: + from pytorch_lightning.loggers import LightningLoggerBase + Logger = LightningLoggerBase + + +def log_hyperparameters( + config: DictConfig, + model: LightningModule, + datamodule: LightningDataModule, + trainer: Trainer, + callbacks: List[Callback], + logger: List[Logger], +) -> None: + """Controls which config parts are saved by Lightning loggers. + Additionaly saves: + - number of model parameters + """ + + hparams = {} + + # choose which parts of hydra config are saved by loggers + hparams["trainer"] = config["trainer"] + hparams["model"] = config["model"] + hparams["datamodule"] = config["datamodule"] + + if "seed" in config: + hparams["seed"] = config["seed"] + + if "callbacks" in config: + hparams["callbacks"] = config["callbacks"] + + # save number of model parameters + hparams["model/params/total"] = sum(p.numel() for p in model.parameters()) + hparams["model/params/trainable"] = sum(p.numel() + for p in model.parameters() + if p.requires_grad) + hparams["model/params/non_trainable"] = sum(p.numel() + for p in model.parameters() + if not p.requires_grad) + + # send hparams to all loggers + trainer.logger.log_hyperparams(hparams) + + +def finish( + config: DictConfig, + model: LightningModule, + datamodule: LightningDataModule, + trainer: Trainer, + callbacks: List[Callback], + logger: List[Logger], +) -> None: + """Makes sure everything closed properly.""" + + # without this sweeps with wandb logger might crash! + for lg in logger: + if isinstance(lg, WandbLogger): + import wandb + + wandb.finish() diff --git a/torchmoon/logger.py b/torchmoon/logger.py new file mode 100644 index 0000000..c7c6ae5 --- /dev/null +++ b/torchmoon/logger.py @@ -0,0 +1,91 @@ +import logging +import warnings +from typing import Sequence + +import rich.syntax +import rich.tree +from omegaconf import DictConfig, OmegaConf +from pytorch_lightning.utilities import rank_zero_only + + +def get_logger(name=__name__) -> logging.Logger: + """Initializes multi-GPU-friendly python command line logger.""" + + logger = logging.getLogger(name) + + for level in ( + "debug", + "info", + "warning", + "error", + "exception", + "fatal", + "critical", + ): + setattr(logger, level, rank_zero_only(getattr(logger, level))) + + return logger + + +log = get_logger(__name__) + + +def extras(config: DictConfig) -> None: + + # disable python warnings if + if config.get("ignore_warnings"): + log.info("Disabling python warnings! ") + warnings.filterwarnings("ignore") + + # pretty print config tree using Rich library if + if config.get("print_config"): + log.info("Printing config tree with Rich! ") + print_config(config, resolve=True) + + +@rank_zero_only +def print_config( + config: DictConfig, + print_order: Sequence[str] = ( + "datamodule", + "model", + "callbacks", + "logger", + "trainer", + ), + resolve: bool = True, +) -> None: + """Prints content of DictConfig using Rich library and its tree structure. + Args: + config (DictConfig): Configuration composed by Hydra. + print_order (Sequence[str], optional): Determines in what order config components are printed. + resolve (bool, optional): Whether to resolve reference fields of DictConfig. + """ + + style = "dim" + tree = rich.tree.Tree("CONFIG", style=style, guide_style=style) + + quee = [] + + for field in print_order: + quee.append(field) if field in config else log.info(f"Field '{field}' not found in config") + + for field in config: + if field not in quee: + quee.append(field) + + for field in quee: + branch = tree.add(field, style=style, guide_style=style) + + config_group = config[field] + if isinstance(config_group, DictConfig): + branch_content = OmegaConf.to_yaml(config_group, resolve=resolve) + else: + branch_content = str(config_group) + + branch.add(rich.syntax.Syntax(branch_content, "yaml")) + + rich.print(tree) + + with open("config_tree.log", "w") as file: + rich.print(tree, file=file) diff --git a/torchmoon/model/__init__.py b/torchmoon/model/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/torchmoon/model/cratervnet.py b/torchmoon/model/cratervnet.py new file mode 100644 index 0000000..d976c37 --- /dev/null +++ b/torchmoon/model/cratervnet.py @@ -0,0 +1,211 @@ +from typing import Any, List + +import pytorch_lightning as pl +from apu.ml.torch.activations import Activation +from apu.ml.torch.conv import make_Conv +from apu.ml.torch.util import ContBatchNorm2d, passthrough +from torch import add, cat +from torch.nn import BCEWithLogitsLoss, Conv2d, ConvTranspose2d, Dropout2d, Module +from torch.optim import Adam +from torchmetrics import MaxMetric, StructuralSimilarityIndexMeasure + + +class InputTransition(Module): + + def __init__(self, relu): + super().__init__() + + self.conv1 = Conv2d(1, 16, kernel_size=5, padding=2) + self.bn1 = ContBatchNorm2d(16) + self.relu1 = Activation(relu, 16) + + def forward(self, idata): + outdata = self.relu1(self.bn1(self.conv1(idata))) + + return outdata + + +#start downpath +class DownTransition(Module): + + def __init__(self, inchan, nConvs, relu, dropout=0): + super().__init__() + + outchan = 2 * inchan + self.down_conv = Conv2d(inchan, outchan, kernel_size=2, stride=2) + self.bn1 = ContBatchNorm2d(outchan) + self.do1 = passthrough + self.relu1 = Activation(relu, outchan) + self.relu2 = Activation(relu, outchan) + + if dropout > 0: + self.do1 = Dropout2d(dropout) + + self.ops = make_Conv(outchan, nConvs, relu) + + def forward(self, idata): + down = self.relu1(self.bn1(self.down_conv(idata))) + out = self.do1(down) + out = self.ops(out) + out = self.relu2(add(out, down)) + return out + + +class UpTransition(Module): + + def __init__(self, inchan, outchan, nConvs, relu, dropout=0): + super().__init__() + + self.up_conv = ConvTranspose2d(inchan, + outchan // 2, + kernel_size=2, + stride=2) + self.bn1 = ContBatchNorm2d(outchan // 2) + self.do1 = passthrough + self.do2 = Dropout2d(dropout) + self.relu1 = Activation(relu, outchan // 2) + self.relu2 = Activation(relu, outchan) + + if dropout > 0: + self.do1 = Dropout2d(dropout) + + self.ops = make_Conv(outchan, nConvs, relu) + + def forward(self, idata, skipx): + up = self.do1(idata) + skipxdo = self.do2(skipx) + out = self.relu1(self.bn1(self.up_conv(up))) + xcat = cat((out, skipxdo), 1) + out = self.ops(xcat) + out = self.relu2(add(out, xcat)) + return out + + +class OutTransition(Module): + + def __init__(self, inchan, relu): + super().__init__() + + self.conv1 = Conv2d(inchan, 2, kernel_size=5, padding=2) + self.bn1 = ContBatchNorm2d(2) + self.conv2 = Conv2d(2, 2, kernel_size=1) + self.relu1 = Activation(relu, 2) + self.conv3 = Conv2d(2, 1, kernel_size=1) + + def forward(self, idata): + out = self.relu1(self.bn1(self.conv1(idata))) + out = self.relu1(self.conv2(out)) + out = self.conv3(out) + return out + + +class Crater_VNet(pl.LightningModule): + + def __init__(self, activation="relu", dropout=.15, lr=0.02): + super().__init__() + self.save_hyperparameters(logger=False) + + self.criterion = BCEWithLogitsLoss() + + # use separate metric instance for train, val and test step + # to ensure a proper reduction over the epoch + self.train_acc = StructuralSimilarityIndexMeasure() + self.val_acc = StructuralSimilarityIndexMeasure() + self.test_acc = StructuralSimilarityIndexMeasure() + + # for logging best so far validation accuracy + self.val_acc_best = MaxMetric() + + self.in_tr = InputTransition(self.hparams.activation) + self.down_32 = DownTransition(16, 1, self.hparams.activation) + self.down_64 = DownTransition(32, 1, self.hparams.activation) + self.down_128 = DownTransition(64, 2, self.hparams.activation, + self.hparams.dropout) + self.down_256 = DownTransition(128, 2, self.hparams.activation, + self.hparams.dropout) + self.up_256 = UpTransition(256, 256, 2, self.hparams.activation, + self.hparams.dropout) + self.up_128 = UpTransition(256, 128, 2, self.hparams.activation, + self.hparams.dropout) + self.up_64 = UpTransition(128, 64, 1, self.hparams.activation) + self.up_32 = UpTransition(64, 32, 1, self.hparams.activation) + self.out_tr = OutTransition(32, self.hparams.activation) + + def forward(self, idata): + out16 = self.in_tr(idata) + out32 = self.down_32(out16) + out64 = self.down_64(out32) + out128 = self.down_128(out64) + out256 = self.down_256(out128) + + out = self.up_256(out256, out128) + out = self.up_128(out, out64) + out = self.up_64(out, out32) + out = self.up_32(out, out16) + out = self.out_tr(out) + + return out + + def configure_optimizers(self): + optimizer = Adam(self.parameters(), lr=self.hparams.lr) + return optimizer + + def step(self, batch: Any): + x, y, _ = batch + + y_hat = self.forward(x) + loss = self.criterion(y_hat, y) + + return loss, y_hat, y + + def training_step(self, train_batch: Any, batch_idx: int): + # data to device + loss, preds, targets = self.step(train_batch) + + acc = self.train_acc(preds, targets) + self.log("train/loss", + loss, + on_step=False, + on_epoch=True, + prog_bar=False) + self.log("train/acc", acc, on_step=False, on_epoch=True, prog_bar=True) + + return {"loss": loss, "preds": preds, "targets": targets} + + def validation_step(self, val_batch: Any, batch_idx: int): + loss, preds, targets = self.step(val_batch) + + # log val metrics + acc = self.val_acc(preds, targets) + self.log("val/loss", + loss, + on_step=False, + on_epoch=True, + prog_bar=False) + self.log("val/acc", acc, on_step=False, on_epoch=True, prog_bar=True) + + return {"loss": loss, "preds": preds, "targets": targets} + + def on_validation_epoch_end(self, outputs: List[Any]): + acc = self.val_acc.compute() # get val accuracy from current epoch + self.val_acc_best.update(acc) + self.log("val/acc_best", + self.val_acc_best.compute(), + on_epoch=True, + prog_bar=True) + + def test_step(self, batch: Any, batch_idx: int): + loss, preds, targets = self.step(batch) + + # log test metrics + acc = self.test_acc(preds, targets) + self.log("test/loss", loss, on_step=False, on_epoch=True) + self.log("test/acc", acc, on_step=False, on_epoch=True) + + return {"loss": loss, "preds": preds, "targets": targets} + + def on_epoch_end(self): + # reset metrics at the end of every epoch + self.train_acc.reset() + self.test_acc.reset() + self.val_acc.reset() diff --git a/torchmoon/model/deepmoon.py b/torchmoon/model/deepmoon.py new file mode 100644 index 0000000..4524775 --- /dev/null +++ b/torchmoon/model/deepmoon.py @@ -0,0 +1,298 @@ +import gc +from typing import Any + +import pytorch_lightning as pl +import torch +from apu.ml.torch.activations import Activation +from apu.ml.torch.util import merge +from torch.nn import BCEWithLogitsLoss, Conv2d, Dropout2d, Sequential, Upsample +from torch.nn.init import xavier_uniform +from torch.nn.modules.activation import Sigmoid +from torch.nn.modules.pooling import MaxPool2d +from torch.optim import Adam +from torchmetrics import MaxMetric, StructuralSimilarityIndexMeasure + + +class DeepMoon(pl.LightningModule): + + def __init__(self, + number_of_filter, + filter_length, + lmbda=1e-6, + dim=256, + activation="relu", + dropout=.15, + lr=1e-5): + super().__init__() + + # this line allows to access init params with 'self.hparams' attribute + # it also ensures init params will be stored in ckpt + self.save_hyperparameters(logger=False) + + self.criterion = BCEWithLogitsLoss() + + # use separate metric instance for train, val and test step + # to ensure a proper reduction over the epoch + self.train_acc = StructuralSimilarityIndexMeasure() + self.val_acc = StructuralSimilarityIndexMeasure() + self.test_acc = StructuralSimilarityIndexMeasure() + + # for logging best so far validation accuracy + self.val_acc_best = MaxMetric() + + self.down_0 = Sequential( + Conv2d( + in_channels=1, # gray image + out_channels=self.hparams.number_of_filter, + kernel_size=(self.hparams.filter_length, + self.hparams.filter_length), + padding=1), + Activation(self.hparams.activation, self.hparams.number_of_filter), + Conv2d(in_channels=self.hparams.number_of_filter, + out_channels=self.hparams.number_of_filter, + kernel_size=(self.hparams.filter_length, + self.hparams.filter_length), + padding=1), + Activation(self.hparams.activation, self.hparams.number_of_filter)) + + number_of_filter_2 = self.hparams.number_of_filter * 2 + self.down_1 = Sequential( + Conv2d(in_channels=self.hparams.number_of_filter, + out_channels=number_of_filter_2, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, number_of_filter_2), + Conv2d(in_channels=number_of_filter_2, + out_channels=number_of_filter_2, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, number_of_filter_2)) + + number_of_filter_4 = self.hparams.number_of_filter * 4 + self.down_2 = Sequential( + Conv2d(in_channels=number_of_filter_2, + out_channels=number_of_filter_4, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, number_of_filter_4), + Conv2d(in_channels=number_of_filter_4, + out_channels=number_of_filter_4, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, number_of_filter_4), + ) + + self.base = Sequential( + Conv2d(in_channels=number_of_filter_4, + out_channels=number_of_filter_4, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, self.hparams.number_of_filter), + Conv2d(in_channels=number_of_filter_4, + out_channels=number_of_filter_4, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, number_of_filter_4)) + + self.down_0.apply(self.init_weights) + self.down_1.apply(self.init_weights) + self.down_2.apply(self.init_weights) + self.base.apply(self.init_weights) + + self.up_1 = Sequential( + Conv2d(in_channels=self.hparams.number_of_filter * 8, + out_channels=number_of_filter_2, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, number_of_filter_2), + Conv2d(in_channels=number_of_filter_2, + out_channels=number_of_filter_2, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, number_of_filter_2)) + + self.up_2 = Sequential( + Conv2d(in_channels=number_of_filter_4, + out_channels=self.hparams.number_of_filter, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, self.hparams.number_of_filter), + Conv2d(in_channels=self.hparams.number_of_filter, + out_channels=self.hparams.number_of_filter, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, self.hparams.number_of_filter)) + + self.up_3 = Sequential( + Conv2d(in_channels=number_of_filter_2, + out_channels=self.hparams.number_of_filter, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, self.hparams.number_of_filter), + Conv2d(in_channels=self.hparams.number_of_filter, + out_channels=self.hparams.number_of_filter, + kernel_size=self.hparams.filter_length, + padding=1), + Activation(self.hparams.activation, self.hparams.number_of_filter)) + + self.up_1.apply(self.init_weights) + self.up_2.apply(self.init_weights) + self.up_3.apply(self.init_weights) + + self.out_conv = Conv2d(in_channels=self.hparams.number_of_filter, + out_channels=1, + kernel_size=1) + + self.out_conv.apply(self.init_weights) + + def forward(self, idata): + # down + d0 = self.down_0(idata) + max_1 = MaxPool2d(kernel_size=(2, 2), stride=(2, 2))(d0) + d1 = self.down_1(max_1) + max_2 = MaxPool2d(kernel_size=(2, 2), stride=(2, 2))(d1) + d2 = self.down_2(max_2) + max_3 = MaxPool2d(kernel_size=(2, 2), stride=(2, 2))(d2) + + # base + u = self.base(max_3) + u = Upsample(scale_factor=2, mode='nearest')(u) + + # upscale + u = merge(layers=(d2, u), cat_axis=1) + u = self.dropout_reg(u) + u = self.up_1(u) + u = Upsample(scale_factor=2, mode='nearest')(u) + + u = merge(layers=(d1, u), cat_axis=1) + u = self.dropout_reg(u) + u = self.up_2(u) + u = Upsample(scale_factor=2, mode='nearest')(u) + + u = merge(layers=(d0, u), cat_axis=1) + u = self.dropout_reg(u) + u = self.up_3(u) + + u = self.out_conv(u) + u = Sigmoid()(u) + + return u + + def dropout_reg(self, u): + if self.hparams.dropout is not None and self.hparams.dropout > 0: + return Dropout2d(p=self.hparams.dropout, inplace=True)(u) + return u + + def init_weights(self, m): + if isinstance(m, Conv2d): + xavier_uniform(m.weight) + + def configure_optimizers(self): + optimizer = Adam(self.parameters(), + lr=self.hparams.lr, + weight_decay=self.hparams.lmbda) + return optimizer + + def step(self, batch: Any): + x, y, _ = batch + + y_hat = self.forward(x) + + loss = self.criterion(y_hat, y) + + del batch + gc.collect() + torch.cuda.empty_cache() + + return loss, y_hat, y + + def training_step(self, train_batch: Any, batch_idx: int) -> dict: + # data to device + loss, preds, targets = self.step(train_batch) + del train_batch + gc.collect() + torch.cuda.empty_cache() + + acc = self.train_acc(preds, targets) + + self.log("train/loss", + loss, + on_step=False, + on_epoch=True, + prog_bar=False) + + self.log("train/acc", + acc, + on_step=False, + on_epoch=True, + prog_bar=True) + + return {"loss": loss, "preds": preds, "targets": targets} + + def validation_step(self, val_batch: Any, batch_idx: int) -> dict: + loss, preds, targets = self.step(val_batch) + del val_batch + gc.collect() + torch.cuda.empty_cache() + + # log val metrics + acc = self.val_acc(preds, targets) + self.log("val/loss", + loss, + on_step=False, + on_epoch=True, + prog_bar=False) + self.log("val/acc", + acc, + on_step=False, + on_epoch=True, + prog_bar=True) + + return {"loss": loss, "preds": preds, "targets": targets} + + def on_validation_epoch_end(self): + acc = self.val_acc.compute() # get val accuracy from current epoch + + gc.collect() + torch.cuda.empty_cache() + + self.val_acc_best.update(acc) + + self.log("val/acc_best", + self.val_acc_best.compute(), + on_epoch=True, + prog_bar=True) + + def test_step(self, batch: Any, batch_idx: int): + loss, preds, targets = self.step(batch) + del batch + gc.collect() + torch.cuda.empty_cache() + + # log test metrics + acc = self.test_acc(preds, targets) + + self.log("test/loss", + loss, + on_step=False, + on_epoch=True) + + self.log("test/acc", + acc, + on_step=False, + on_epoch=True) + + return {"loss": loss, "preds": preds, "targets": targets} + + def on_epoch_end(self): + # reset metrics at the end of every epoch + self.train_acc.reset() + self.test_acc.reset() + self.val_acc.reset() + + torch.cuda.empty_cache() + + + def on_train_start(self): + # reset metrics at the end of every epoch + self.val_acc_best.reset() diff --git a/torchmoon/training.py b/torchmoon/training.py new file mode 100644 index 0000000..fe1efe0 --- /dev/null +++ b/torchmoon/training.py @@ -0,0 +1,119 @@ +import os +from typing import List, Optional + +import hydra +from omegaconf import DictConfig +from pytorch_lightning import ( + Callback, + LightningDataModule, + LightningModule, + Trainer, + seed_everything, +) + +try: + from pytorch_lightning.loggers import Logger +except ImportError: + from pytorch_lightning.loggers import LightningLoggerBase + Logger = LightningLoggerBase + +from torchmoon.hyperparameter import finish, log_hyperparameters +from torchmoon.logger import get_logger + +log = get_logger(__name__) + +def training(config: DictConfig) -> Optional[float]: + + # Set seed for random number generators in pytorch, numpy and python.random + if config.get("seed", None): + seed_everything(config.seed, workers=True) + + ckpt_path = config.trainer.get("resume_from_checkpoint") + if ckpt_path and not os.path.isabs(ckpt_path): + config.trainer.resume_from_checkpoint = os.path.join( + hydra.utils.get_original_cwd(), ckpt_path) + + # Init lightning datamodule + log.info(f"Instantiating datamodule <{config.datamodule._target_}>") + datamodule: LightningDataModule = hydra.utils.instantiate( + config.datamodule) + + # Init lightning model + log.info(f"Instantiating model <{config.model._target_}>") + model: LightningModule = hydra.utils.instantiate(config.model) + + # Init lightning callbacks + callbacks: List[Callback] = [] + if "callbacks" in config: + for _, cb_conf in config.callbacks.items(): + if "_target_" in cb_conf: + log.info(f"Instantiating callback <{cb_conf._target_}>") + callbacks.append(hydra.utils.instantiate(cb_conf)) + + # Init lightning loggers + logger: List[Logger] = [] + if "logger" in config: + for _, lg_conf in config.logger.items(): + if "_target_" in lg_conf: + log.info(f"Instantiating logger <{lg_conf._target_}>") + logger.append(hydra.utils.instantiate(lg_conf)) + + # Init lightning trainer + log.info(f"Instantiating trainer <{config.trainer._target_}>") + trainer: Trainer = hydra.utils.instantiate(config.trainer, + callbacks=callbacks, + logger=logger, + _convert_="partial") + + # Send some parameters from config to all lightning loggers + log.info("Logging hyperparameters!") + log_hyperparameters( + config=config, + model=model, + datamodule=datamodule, + trainer=trainer, + callbacks=callbacks, + logger=logger, + ) + + # Train the model + if config.get("train"): + log.info("Starting training!") + trainer.fit(model=model, datamodule=datamodule) + + # Get metric score for hyperparameter optimization + optimized_metric = config.get("optimized_metric") + if optimized_metric and optimized_metric not in trainer.callback_metrics: + raise ValueError( + "Metric for hyperparameter optimization not found! " + "Make sure the `optimized_metric` in `hparams_search` config is correct!" + ) + score = trainer.callback_metrics.get(optimized_metric) + + # Test the model + if config.get("test"): + ckpt_path = "best" + if not config.get("train") or config.trainer.get("fast_dev_run"): + ckpt_path = None + log.info("Starting testing!") + trainer.test(model=model, datamodule=datamodule, ckpt_path=ckpt_path) + + # Make sure everything closed properly + log.info("Finalizing!") + finish( + config=config, + model=model, + datamodule=datamodule, + trainer=trainer, + callbacks=callbacks, + logger=logger, + ) + + # Print path to best checkpoint + if not config.trainer.get("fast_dev_run") and config.trainer.get("train"): + log.info( + f"Best model ckpt at {trainer.checkpoint_callback.best_model_path}" + ) + + # Return metric score for hyperparameter optimization + return score diff --git a/utils/processing.py b/utils/processing.py deleted file mode 100644 index 7491c3b..0000000 --- a/utils/processing.py +++ /dev/null @@ -1,40 +0,0 @@ -import numpy as np - -def preprocess(Data, dim=256, low=0.1, hi=1.0): - """Normalize and rescale (and optionally invert) images. - - Parameters - ---------- - Data : hdf5 - Data array. - dim : integer, optional - Dimensions of images, assumes square. - low : float, optional - Minimum rescale value. Default is 0.1 since background pixels are 0. - hi : float, optional - Maximum rescale value. - """ - for key in Data: - Data[key][0] = Data[key][0].reshape(len(Data[key][0]), dim, dim, 1) - for i, img in enumerate(Data[key][0]): - img = img / 255. - # img[img > 0.] = 1. - img[img > 0.] #inv color - minn, maxx = np.min(img[img > 0]), np.max(img[img > 0]) - img[img > 0] = low + (img[img > 0] - minn) * (hi - low) / (maxx - minn) - Data[key][0][i] = img - -def get_id(i, zeropad=5): - """Properly indexes hdf5 files. - - Parameters - ---------- - i : int - Image number to be indexed. - zeropad : integer, optional - Number of zeros to pad string. - - Returns - ------- - String of hdf5 index. - """ - return 'img_{i:0{zp}d}'.format(i=i, zp=zeropad) diff --git a/utils/template_match_target.py b/utils/template_match_target.py deleted file mode 100644 index 5a2fc82..0000000 --- a/utils/template_match_target.py +++ /dev/null @@ -1,222 +0,0 @@ -import numpy as np -from skimage.feature import match_template -import cv2 - -##################################### -""" -Tuned Crater Detection Hyperparameters --------------------------------------- -minrad, maxrad : ints - radius range in match_template to search over. -longlat_thresh2, rad_thresh : floats - if ((x1-x2)^2 + (y1-y2)^2) / min(r1,r2)^2 < longlat_thresh2 and - abs(r1-r2) / min(r1,r2) < rad_thresh, remove (x2,y2,r2) circle (it is - a duplicate of another crater candidate). In addition, when matching - CNN-detected rings to corresponding csvs (i.e. template_match_t2c), - the same criteria is used to determine a match. -template_thresh : float - 0-1 range. If match_template probability > template_thresh, count as - detection. -target_thresh : float - 0-1 range. target[target > target_thresh] = 1, otherwise 0 -""" -minrad_ = 5 -maxrad_ = 40 -longlat_thresh2_ = 1.8 -rad_thresh_ = 1.0 -template_thresh_ = 0.5 -target_thresh_ = 0.1 - -##################################### -def template_match_t(target, minrad=minrad_, maxrad=maxrad_, - longlat_thresh2=longlat_thresh2_, rad_thresh=rad_thresh_, - template_thresh=template_thresh_, - target_thresh=target_thresh_): - """Extracts crater coordinates (in pixels) from a CNN-predicted target by - iteratively sliding rings through the image via match_template from - scikit-image. - - Parameters - ---------- - target : array - CNN-predicted target. - minrad : integer - Minimum ring radius to search target over. - maxrad : integer - Maximum ring radius to search target over. - longlat_thresh2 : float - Minimum squared longitude/latitude difference between craters to be - considered distinct detections. - rad_thresh : float - Minimum fractional radius difference between craters to be considered - distinct detections. - template_thresh : float - Minimum match_template correlation coefficient to count as a detected - crater. - target_thresh : float - Value between 0-1. All pixels > target_thresh are set to 1, and - otherwise set to 0. - - Returns - ------- - coords : array - Pixel coordinates of successfully detected craters in predicted target. - """ - - # thickness of rings for template match - rw = 2 - - # threshold target - target[target >= target_thresh] = 1 - target[target < target_thresh] = 0 - - radii = np.arange(minrad, maxrad + 1, 1, dtype=int) - coords = [] # coordinates extracted from template matching - corr = [] # correlation coefficient for coordinates set - for r in radii: - # template - n = 2 * (r + rw + 1) - template = np.zeros((n, n)) - cv2.circle(template, (r + rw + 1, r + rw + 1), r, 1, rw) - - # template match - result is nxn array of probabilities - result = match_template(target, template, pad_input=True) - index_r = np.where(result > template_thresh) - coords_r = np.asarray(list(zip(*index_r))) - corr_r = np.asarray(result[index_r]) - - # store x,y,r - if len(coords_r) > 0: - for c in coords_r: - coords.append([c[1], c[0], r]) - for l in corr_r: - corr.append(np.abs(l)) - - # remove duplicates from template matching at neighboring radii/locations - coords, corr = np.asarray(coords), np.asarray(corr) - i, N = 0, len(coords) - while i < N: - Long, Lat, Rad = coords.T - lo, la, r = coords[i] - minr = np.minimum(r, Rad) - - dL = ((Long - lo)**2 + (Lat - la)**2) / minr**2 - dR = abs(Rad - r) / minr - index = (dR < rad_thresh) & (dL < longlat_thresh2) - if len(np.where(index == True)[0]) > 1: - # replace current coord with max match probability coord in - # duplicate list - coords_i = coords[np.where(index == True)] - corr_i = corr[np.where(index == True)] - coords[i] = coords_i[corr_i == np.max(corr_i)][0] - index[i] = False - coords = coords[np.where(index == False)] - N, i = len(coords), i + 1 - - return coords - - -def template_match_t2c(target, csv_coords, minrad=minrad_, maxrad=maxrad_, - longlat_thresh2=longlat_thresh2_, - rad_thresh=rad_thresh_, template_thresh=template_thresh_, - target_thresh=target_thresh_, rmv_oor_csvs=0): - """Extracts crater coordinates (in pixels) from a CNN-predicted target and - compares the resulting detections to the corresponding human-counted crater - data. - - Parameters - ---------- - target : array - CNN-predicted target. - csv_coords : array - Human-counted crater coordinates (in pixel units). - minrad : integer - Minimum ring radius to search target over. - maxrad : integer - Maximum ring radius to search target over. - longlat_thresh2 : float - Minimum squared longitude/latitude difference between craters to be - considered distinct detections. - rad_thresh : float - Minimum fractional radius difference between craters to be considered - distinct detections. - template_thresh : float - Minimum match_template correlation coefficient to count as a detected - crater. - target_thresh : float - Value between 0-1. All pixels > target_thresh are set to 1, and - otherwise set to 0. - rmv_oor_csvs : boolean, flag - If set to 1, remove craters from the csv that are outside your - detectable range. - - Returns - ------- - N_match : int - Number of crater matches between your target and csv. - N_csv : int - Number of csv entries - N_detect : int - Total number of detected craters from target. - maxr : int - Radius of largest crater extracted from target. - err_lo : float - Mean longitude error between detected craters and csvs. - err_la : float - Mean latitude error between detected craters and csvs. - err_r : float - Mean radius error between detected craters and csvs. - frac_dupes : float - Fraction of craters with multiple csv matches. - """ - # get coordinates from template matching - templ_coords = template_match_t(target, minrad, maxrad, longlat_thresh2, - rad_thresh, template_thresh, target_thresh) - - # find max detected crater radius - maxr = 0 - if len(templ_coords > 0): - maxr = np.max(templ_coords.T[2]) - - # compare template-matched results to ground truth csv input data - N_match = 0 - frac_dupes = 0 - err_lo, err_la, err_r = 0, 0, 0 - N_csv, N_detect = len(csv_coords), len(templ_coords) - for lo, la, r in templ_coords: - Long, Lat, Rad = csv_coords.T - minr = np.minimum(r, Rad) - - dL = ((Long - lo)**2 + (Lat - la)**2) / minr**2 - dR = abs(Rad - r) / minr - index = (dR < rad_thresh) & (dL < longlat_thresh2) - index_True = np.where(index == True)[0] - N = len(index_True) - if N >= 1: - Lo, La, R = csv_coords[index_True[0]].T - meanr = (R + r) / 2. - err_lo += abs(Lo - lo) / meanr - err_la += abs(La - la) / meanr - err_r += abs(R - r) / meanr - if N > 1: # duplicate entries hurt recall - frac_dupes += (N-1) / float(len(templ_coords)) - N_match += min(1, N) - # remove csv(s) so it can't be re-matched again - csv_coords = csv_coords[np.where(index == False)] - if len(csv_coords) == 0: - break - - if rmv_oor_csvs == 1: - upper = 15 - lower = minrad_ - N_large_unmatched = len(np.where((csv_coords.T[2] > upper) | - (csv_coords.T[2] < lower))[0]) - if N_large_unmatched < N_csv: - N_csv -= N_large_unmatched - - if N_match >= 1: - err_lo = err_lo / N_match - err_la = err_la / N_match - err_r = err_r / N_match - - return N_match, N_csv, N_detect, maxr, err_lo, err_la, err_r, frac_dupes diff --git a/utils/transform.py b/utils/transform.py deleted file mode 100644 index 84420c8..0000000 --- a/utils/transform.py +++ /dev/null @@ -1,102 +0,0 @@ -"""Coordinate Transform Functions - -Functions for coordinate transforms, used by input_data_gen.py functions. -""" -import numpy as np - -########## Coordinates to pixels projections ########## - -def coord2pix(cx, cy, cdim, imgdim, origin="upper"): - """Converts coordinate x/y to image pixel locations. - - Parameters - ---------- - cx : float or ndarray - Coordinate x. - cy : float or ndarray - Coordinate y. - cdim : list-like - Coordinate limits (x_min, x_max, y_min, y_max) of image. - imgdim : list, tuple or ndarray - Length and height of image, in pixels. - origin : 'upper' or 'lower', optional - Based on imshow convention for displaying image y-axis. 'upper' means - that [0, 0] is upper-left corner of image; 'lower' means it is - bottom-left. - - Returns - ------- - x : float or ndarray - Pixel x positions. - y : float or ndarray - Pixel y positions. - """ - - x = imgdim[0] * (cx - cdim[0]) / (cdim[1] - cdim[0]) - - if origin == "lower": - y = imgdim[1] * (cy - cdim[2]) / (cdim[3] - cdim[2]) - else: - y = imgdim[1] * (cdim[3] - cy) / (cdim[3] - cdim[2]) - - return x, y - - -def pix2coord(x, y, cdim, imgdim, origin="upper"): - """Converts image pixel locations to Plate Carree lat/long. Assumes - central meridian is at 0 (so long in [-180, 180)). - - Parameters - ---------- - x : float or ndarray - Pixel x positions. - y : float or ndarray - Pixel y positions. - cdim : list-like - Coordinate limits (x_min, x_max, y_min, y_max) of image. - imgdim : list, tuple or ndarray - Length and height of image, in pixels. - origin : 'upper' or 'lower', optional - Based on imshow convention for displaying image y-axis. 'upper' means - that [0, 0] is upper-left corner of image; 'lower' means it is - bottom-left. - - Returns - ------- - cx : float or ndarray - Coordinate x. - cy : float or ndarray - Coordinate y. - """ - - cx = (x / imgdim[0]) * (cdim[1] - cdim[0]) + cdim[0] - - if origin == "lower": - cy = (y / imgdim[1]) * (cdim[3] - cdim[2]) + cdim[2] - else: - cy = cdim[3] - (y / imgdim[1]) * (cdim[3] - cdim[2]) - - return cx, cy - -########## Metres to pixels conversion ########## - -def km2pix(imgheight, latextent, dc=1., a=1737.4): - """Returns conversion from km to pixels (i.e. pix / km). - - Parameters - ---------- - imgheight : float - Height of image in pixels. - latextent : float - Latitude extent of image in degrees. - dc : float from 0 to 1, optional - Scaling factor for distortions. - a : float, optional - World radius in km. Default is Moon (1737.4 km). - - Returns - ------- - km2pix : float - Conversion factor pix/km - """ - return (180. / np.pi) * imgheight * dc / latextent / a