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Copy pathSettingsGDN.txt
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SettingsGDN.txt
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Settings GDN
pref_att
bp=true
p=1
{'_id': 203,
'config': {'learning_rate': 0.01, 'reg_scale': 0.01, 'sinkhorn_reg': 0.2},
'result': [5.122839450836182, 5.347964286804199, 5.003942966461182],
'test_rms': [5.8113532066345215, 7.328225612640381, 5.973965167999268],
'result_epoch': [97, 86, 142],
'result_stats': {'mean': 5.1582489013671875,
'std': 0.14266052736670387,
'min': 5.003942966461182,
'max': 5.347964286804199},
'test_rms_stats': {'mean': 6.37118132909139,
'std': 0.6799808737506633,
'min': 5.8113532066345215,
'max': 7.328225612640381}}
p=2
{'_id': 119,
'config': {'learning_rate': 0.001, 'reg_scale': 0.001, 'sinkhorn_reg': 0.2},
'result': [4.715718746185303, 4.666976451873779, 4.902413368225098],
'test_rms': [5.550635814666748, 5.580056190490723, 5.988185882568359],
'result_epoch': [91, 93, 98],
'result_stats': {'mean': 4.76170285542806,
'std': 0.1014676931257491,
'min': 4.666976451873779,
'max': 4.902413368225098},
'test_rms_stats': {'mean': 5.706292629241943,
'std': 0.19969016722849958,
'min': 5.550635814666748,
'max': 5.988185882568359}}
mlp
{'_id': 197,
'config': {'learning_rate': 0.01, 'reg_scale': 0.001, 'sinkhorn_reg': 0.2},
'result': [4.565944671630859, 4.620821952819824, 4.397085666656494],
'test_rms': [4.557217121124268, 4.829733848571777, 4.181648254394531],
'result_epoch': [109, 84, 112],
'result_stats': {'mean': 4.527950763702393,
'std': 0.0952090129357422,
'min': 4.397085666656494,
'max': 4.620821952819824},
'test_rms_stats': {'mean': 4.522866408030192,
'std': 0.2656924449591697,
'min': 4.181648254394531,
'max': 4.829733848571777}}
bp=false
p=1
{'_id': 204,
'config': {'learning_rate': 0.01, 'reg_scale': 0.01, 'sinkhorn_reg': 0.2},
'result': [5.13010311126709, 4.754708766937256, 4.949471473693848],
'test_rms': [5.561118125915527, 5.942866802215576, 5.749416828155518],
'result_epoch': [138, 153, 167],
'result_stats': {'mean': 4.9447611172993975,
'std': 0.15329028895471175,
'min': 4.754708766937256,
'max': 5.13010311126709},
'test_rms_stats': {'mean': 5.751133918762207,
'std': 0.15585297401573392,
'min': 5.561118125915527,
'max': 5.942866802215576}}
p=2
{'_id': 116,
'config': {'learning_rate': 0.001, 'reg_scale': 0.001, 'sinkhorn_reg': 0.05},
'result': [4.880548477172852, 4.777873516082764, 4.710784435272217],
'test_rms': [5.156154155731201, 6.549252510070801, 5.3942670822143555],
'result_epoch': [106, 177, 147],
'result_stats': {'mean': 4.789735476175944,
'std': 0.06981158955144565,
'min': 4.710784435272217,
'max': 4.880548477172852},
'test_rms_stats': {'mean': 5.699891249338786,
'std': 0.6084052130303735,
'min': 5.156154155731201,
'max': 6.549252510070801}}
mlp
{'_id': 178,
'config': {'learning_rate': 0.01, 'reg_scale': 0.0005, 'sinkhorn_reg': 0.1},
'result': [4.273820400238037, 4.3074188232421875, 4.111624240875244],
'test_rms': [4.401180744171143, 4.25616979598999, 4.704318523406982],
'result_epoch': [82, 80, 116],
'result_stats': {'mean': 4.230954488118489,
'std': 0.08548681940292324,
'min': 4.111624240875244,
'max': 4.3074188232421875},
'test_rms_stats': {'mean': 4.453889687856038,
'std': 0.18671367568133215,
'min': 4.25616979598999,
'max': 4.704318523406982}}
aids
bp=true
p=1
{'_id': 815,
'config': {'learning_rate': 0.01, 'reg_scale': 0.0005, 'sinkhorn_reg': 0.2},
'result': [3.971059799194336, 4.088387489318848, 3.729783773422241],
'test_rms': [30.898101806640625, 16.083589553833008, 4.185107707977295],
'result_epoch': [76, 44, 46],
'result_stats': {'mean': 3.929743687311808,
'std': 0.14928590487055515,
'min': 3.729783773422241,
'max': 4.088387489318848},
'test_rms_stats': {'mean': 17.055599689483643,
'std': 10.927171521995408,
'min': 4.185107707977295,
'max': 30.898101806640625}}
p=2
{'_id': 785,
'config': {'learning_rate': 0.001, 'reg_scale': 0.01, 'sinkhorn_reg': 0.2},
'result': [3.7808351516723633, 4.159372806549072, 3.977454900741577],
'test_rms': [12.326935768127441, 6.992813587188721, 6.5045928955078125],
'result_epoch': [116, 63, 50],
'result_stats': {'mean': 3.9725542863210044,
'std': 0.15457619708127543,
'min': 3.7808351516723633,
'max': 4.159372806549072},
'test_rms_stats': {'mean': 8.608114083607992,
'std': 2.637146930792873,
'min': 6.5045928955078125,
'max': 12.326935768127441}}
mlp
{'_id': 737,
'config': {'learning_rate': 0.001, 'reg_scale': 0.0, 'sinkhorn_reg': 0.2},
'result': [3.4946696758270264, 3.4819791316986084, 3.4187889099121094],
'test_rms': [4.570046424865723, 4.883741855621338, 4.717763900756836],
'result_epoch': [74, 106, 80],
'result_stats': {'mean': 3.4651459058125815,
'std': 0.0331862499564314,
'min': 3.4187889099121094,
'max': 3.4946696758270264},
'test_rms_stats': {'mean': 4.723850727081299,
'std': 0.12813792805740196,
'min': 4.570046424865723,
'max': 4.883741855621338}}
bp=false
p=1
{'_id': 852,
'config': {'learning_rate': 0.01, 'reg_scale': 0.01, 'sinkhorn_reg': 0.2},
'result': [3.4704768657684326, 4.235597610473633, 3.9607768058776855],
'test_rms': [21.879047393798828, 7.921924591064453, 18.814722061157227],
'result_epoch': [70, 29, 65],
'result_stats': {'mean': 3.8889504273732505,
'std': 0.31646138256387285,
'min': 3.4704768657684326,
'max': 4.235597610473633},
'test_rms_stats': {'mean': 16.205231348673504,
'std': 5.989290473645776,
'min': 7.921924591064453,
'max': 21.879047393798828}}
p=2
{'_id': 822,
'config': {'learning_rate': 0.01, 'reg_scale': 0.0005, 'sinkhorn_reg': 0.2},
'result': [3.5223278999328613, 3.8849642276763916, 3.790849447250366],
'test_rms': [3.9055426120758057, 11.606379508972168, 4.8586249351501465],
'result_epoch': [29, 25, 21],
'result_stats': {'mean': 3.7327138582865396,
'std': 0.15364696889939292,
'min': 3.5223278999328613,
'max': 3.8849642276763916},
'test_rms_stats': {'mean': 6.79018235206604,
'std': 3.4277210864053878,
'min': 3.9055426120758057,
'max': 11.606379508972168}}
mlp
{'_id': 828,
'config': {'learning_rate': 0.01, 'reg_scale': 0.0005, 'sinkhorn_reg': 0.2},
'result': [3.199763059616089, 3.259244680404663, 3.297684669494629],
'test_rms': [4.885225296020508, 6.693844795227051, 7.0816216468811035],
'result_epoch': [75, 27, 55],
'result_stats': {'mean': 3.2522308031717935,
'std': 0.040282802581081426,
'min': 3.199763059616089,
'max': 3.297684669494629},
'test_rms_stats': {'mean': 6.220230579376221,
'std': 0.9571736351050881,
'min': 4.885225296020508,
'max': 7.0816216468811035}}