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Browse files- model.json +1 -0
- params.json +120 -0
model.json
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{"inputs": ["ELEVATION_DIFFERENCE", "aspect", "fal", "slhf", "slope", "sshf", "ssrd", "str", "t2m", "tp"], "model": {"model.0.bias": [-0.009956075809895992, 0.04898873344063759, 0.27466705441474915, 0.3503772020339966, -0.20259793102741241, 0.3594425618648529, -0.10235448181629181, 0.06687746942043304, 0.1273208111524582, -0.35445061326026917, 0.30298876762390137, 0.30304667353630066], "model.0.weight": [[-0.41223353147506714, -0.0662330910563469, -0.5228754281997681, -0.2625533938407898, 0.23170137405395508, -0.1413281410932541, 0.1350466012954712, 0.15436896681785583, 1.0706158876419067, 0.65691739320755], [-0.07456235587596893, -0.2856413722038269, 0.05692935362458229, 0.20630453526973724, 0.9627847075462341, -0.193311408162117, -0.030302254483103752, -0.17263971269130707, 0.258203387260437, -0.07574666291475296], [-0.19378666579723358, -0.00945223867893219, 0.04047073796391487, -0.42154601216316223, 0.36820313334465027, 0.3741860091686249, -0.29510146379470825, 0.26125746965408325, 0.5671799182891846, 0.06180509924888611], [0.03861686959862709, 0.12648479640483856, -0.17195315659046173, 0.04095461964607239, -0.09605442732572556, 0.4460960030555725, -0.35969671607017517, 0.08568436652421951, -0.10566140711307526, -0.8052368760108948], [0.006644599139690399, 0.05596897378563881, -0.28291621804237366, -0.13094469904899597, -0.11615559458732605, -0.28006434440612793, 0.11619706451892853, 0.3031318485736847, -0.25322428345680237, -0.08516537398099899], [-0.1877351701259613, 0.04646851494908333, -0.3958682417869568, 0.16887164115905762, 0.5902907848358154, -0.25719302892684937, 0.28817567229270935, -0.5628989934921265, -0.09791842848062515, -0.5298690795898438], [-0.35808712244033813, 0.016387714073061943, -0.49441710114479065, -0.6819515824317932, 0.08359559625387192, 0.11386191844940186, 0.22555014491081238, 0.05945274978876114, 1.0657304525375366, 1.0653539896011353], [0.41371169686317444, 0.10980942100286484, -0.34140852093696594, -0.09485751390457153, 0.1974210888147354, 0.33844661712646484, 0.33986806869506836, -0.19414153695106506, -0.03870807960629463, 0.3588715195655823], [-0.25047609210014343, -0.20304997265338898, -0.18179824948310852, 0.05480341985821724, 0.08156096935272217, -0.016309130936861038, 0.013819071464240551, -0.18987849354743958, -0.30608606338500977, 0.2612181603908539], [-0.950739324092865, 0.27689167857170105, -0.2652738392353058, 0.03661486133933067, 0.05390653759241104, 0.2588765621185303, 0.14225353300571442, 0.5153998136520386, 0.2278641015291214, 0.1980539858341217], [-0.047576792538166046, 0.013929701410233974, -0.6292976140975952, -0.09353388845920563, -0.18685472011566162, 0.26274222135543823, -0.023304516449570656, -0.08021853864192963, 0.1649477332830429, -0.14372135698795319], [-0.04134061560034752, -0.17253565788269043, -0.21086546778678894, 0.11169551312923431, -0.09222660213708878, -0.24055683612823486, -0.13711589574813843, -0.050619691610336304, -0.19665080308914185, 0.16599690914154053]], "model.2.bias": [0.18355068564414978, -0.2568967342376709, 0.1941990703344345, 0.18384100496768951], "model.2.weight": [[-0.024773316457867622, -1.3793121576309204, 0.12224782258272171, -0.7103027701377869, 0.08036476373672485, -1.2262178659439087, 0.19844064116477966, -0.28125131130218506, -0.11111582070589066, 0.41246649622917175, -0.5594563484191895, 0.14729097485542297], [0.09504292160272598, 0.19408617913722992, -0.20710662007331848, -0.10291939973831177, -0.13965505361557007, 0.12894150614738464, 0.046156417578458786, -0.08926656097173691, 0.2214055210351944, 0.11967011541128159, -0.012254073284566402, -0.2625237703323364], [0.6019225716590881, 0.11216940730810165, 0.7013135552406311, 0.4980529546737671, -0.03523511812090874, -1.0497435331344604, 1.4059184789657593, -0.1750432699918747, -0.05427231267094612, 0.6290101408958435, -0.6435239315032959, 0.07321176677942276], [0.04463053122162819, -0.7829523086547852, 0.08805210143327713, -0.4211355745792389, 0.09764420241117477, -0.8292792439460754, 0.2171611785888672, -0.44766920804977417, 0.012072058394551277, 0.08607202023267746, 0.06997326761484146, -0.09376123547554016]], "model.4.bias": [0.381713330745697], "model.4.weight": [[0.7671975493431091, -0.01049492321908474, -0.792487382888794, 0.5184714198112488]]}, "norm": [[0, 1000], [0, 360], [0, 1], [-10000000.0, 10000000.0], [0, 90], [-10000000.0, 10000000.0], [-10000000.0, 10000000.0], [-10000000.0, 10000000.0], [-20, 15], [0, 0.1]]}
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params.json
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{
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"commit_hash": "43242095efe5f061f0167d260df826e6221cfce4",
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"model": {
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"downscale": null,
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"inputs": [
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"ELEVATION_DIFFERENCE",
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"aspect",
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"fal",
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"slhf",
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"slope",
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"sshf",
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"ssrd",
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"str",
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"t2m",
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"tp"
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],
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"layers": [
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12,
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4
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],
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"type": "sequential"
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},
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"training": {
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"Nepochs": 1000,
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"batch_size": 128,
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"bestModelCriterion": "lossVal",
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"beta1": 0.9,
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"beta2": 0.999,
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"freqVal": 1,
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"log_dir": null,
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"log_suffix": "",
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"lr": 0.001,
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"momentum": 0.0,
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"optim": "ADAM",
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"scalingStakes": "glacier",
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"scheduler": null,
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"scheduler_gamma": 0.5,
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"scheduler_step_size": 200,
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"source_data": "wgms:11",
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"test_glaciers": [
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"RGI60-11.00597",
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"RGI60-11.00918",
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"RGI60-11.01238",
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"RGI60-11.01776",
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"RGI60-11.01946"
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],
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"train_glaciers": [
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"RGI60-11.00002",
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"RGI60-11.00006",
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"RGI60-11.00116",
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"RGI60-11.00135",
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"RGI60-11.00190",
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"RGI60-11.00251",
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"RGI60-11.00267",
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"RGI60-11.00289",
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"RGI60-11.00300",
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"RGI60-11.00603",
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"RGI60-11.00638",
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"RGI60-11.00647",
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"RGI60-11.00719",
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"RGI60-11.00746",
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"RGI60-11.00781",
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"RGI60-11.00787",
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"RGI60-11.00804",
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"RGI60-11.00817",
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"RGI60-11.00819",
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"RGI60-11.00833",
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"RGI60-11.00843",
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"RGI60-11.00878",
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"RGI60-11.00892",
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"RGI60-11.00897",
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"RGI60-11.01198",
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"RGI60-11.01280",
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"RGI60-11.01367",
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"RGI60-11.01376",
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"RGI60-11.01450",
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"RGI60-11.01509",
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"RGI60-11.01662",
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"RGI60-11.01704",
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"RGI60-11.01806",
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"RGI60-11.01834",
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"RGI60-11.01876",
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"RGI60-11.01930",
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"RGI60-11.01962",
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"RGI60-11.01987",
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"RGI60-11.02024",
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"RGI60-11.02072",
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"RGI60-11.02244",
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"RGI60-11.02245",
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"RGI60-11.02249",
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"RGI60-11.02282",
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"RGI60-11.02285",
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"RGI60-11.02299",
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"RGI60-11.02448",
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"RGI60-11.02540",
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"RGI60-11.02600",
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"RGI60-11.02624",
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"RGI60-11.02648",
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"RGI60-11.02674",
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"RGI60-11.02679",
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"RGI60-11.02692",
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"RGI60-11.02704",
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"RGI60-11.02740",
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"RGI60-11.02745",
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"RGI60-11.02746",
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"RGI60-11.02764",
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"RGI60-11.02766",
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"RGI60-11.02770",
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"RGI60-11.02773",
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"RGI60-11.02774",
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"RGI60-11.02775",
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"RGI60-11.02787",
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"RGI60-11.02801",
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"RGI60-11.03135",
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"RGI60-11.03166"
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],
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"wGeo": 0.0,
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"weight_decay": 0.0
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}
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}
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