sync results/runs/best_llama_f4_s0
Browse files
results/runs/best_llama_f4_s0/curves.csv
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
peak_true,peak_pred,peak_rel_err,sig@0.02_true,sig@0.02_pred,sig@0.02_rel_err,sig@0.05_true,sig@0.05_pred,sig@0.05_rel_err,sig@0.1_true,sig@0.1_pred,sig@0.1_rel_err,curve_rmse,sample_id
|
| 2 |
+
2.8820600683003557,2.443744572354505,0.15208409455682848,1.9778900820162435,1.770430218069547,0.1048894808831913,2.30367990733677,2.3397123569245104,0.015641257048335633,2.30367990733677,2.228391336316771,0.03268187163512582,0.1361008060528161,4
|
| 3 |
+
7.733769892066452,6.109244043040801,0.21005613972199277,3.376620043965782,3.2506478038048288,0.03730720025371913,7.42856971766685,5.936220392678393,0.20089322463236847,3.201299889388321,3.41703934018239,0.06739120302637161,0.6732528372899858,13
|
| 4 |
+
32.61479967526486,19.7752736100988,0.39367177456262553,6.5682502624354155,6.903438338242086,0.05103156280808151,16.209200175223454,15.4752843399437,0.045277732852086076,29.844200289409116,18.74536659680078,0.3718924811179145,6.88114575489116,17
|
| 5 |
+
8.614540186965232,7.42239962283422,0.1383870222040237,1.657279990215812,2.1532344771861025,0.29925811564629284,4.263659964915688,5.020796886522336,0.17757910523749282,7.617370210466459,7.418591000740779,0.02609551646217114,0.829843194085652,19
|
| 6 |
+
3.131210108076661,3.042417705543616,0.028357216369483882,0.5657831896895833,0.8542352165276927,0.5098278494212041,1.6620899963189086,1.8745111949223996,0.1278036683175688,3.1195499627761683,2.9957762836274595,0.03967677409422202,0.3854039220640761,63
|
| 7 |
+
6.4047197698496205,4.366625921224581,0.318217489892285,3.638930086505736,3.0685246834371434,0.15675085519884818,6.370989756182588,3.8106130896541894,0.4018805184930233,3.4570000268098746,3.077464744691258,0.10978746866509355,0.9410511693936189,65
|
results/runs/best_llama_f4_s0/history.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
[{"epoch": 0, "train": 0.2573992002893377, "val": 0.2573992002893377, "nan_batches": 0}, {"epoch": 1, "train": 0.3653973429291337, "val": 0.3653973429291337, "nan_batches": 0}, {"epoch": 2, "train": 0.49501325962720094, "val": 0.49501325962720094, "nan_batches": 0}, {"epoch": 3, "train": 0.3254251303496184, "val": 0.3254251303496184, "nan_batches": 0}, {"epoch": 4, "train": 0.31050242759563307, "val": 0.31050242759563307, "nan_batches": 0}, {"epoch": 5, "train": 0.48753689808977974, "val": 0.48753689808977974, "nan_batches": 0}, {"epoch": 6, "train": 0.27770635375270136, "val": 0.27770635375270136, "nan_batches": 0}, {"epoch": 7, "train": 0.2036837974080333, "val": 0.2036837974080333, "nan_batches": 0}, {"epoch": 8, "train": 0.17921866531725283, "val": 0.17921866531725283, "nan_batches": 0}, {"epoch": 9, "train": 0.2696140496819108, "val": 0.2696140496819108, "nan_batches": 0}, {"epoch": 10, "train": 0.4564388272938905, "val": 0.4564388272938905, "nan_batches": 0}, {"epoch": 11, "train": 0.1916300356388092, "val": 0.1916300356388092, "nan_batches": 0}, {"epoch": 12, "train": 0.4590984516673618, "val": 0.4590984516673618, "nan_batches": 0}, {"epoch": 13, "train": 0.16628545025984445, "val": 0.16628545025984445, "nan_batches": 0}, {"epoch": 14, "train": 0.14514720301937173, "val": 0.14514720301937173, "nan_batches": 0}, {"epoch": 15, "train": 0.15499022547845487, "val": 0.15499022547845487, "nan_batches": 0}, {"epoch": 16, "train": 0.1578695669218346, "val": 0.1578695669218346, "nan_batches": 0}, {"epoch": 17, "train": 0.16347433240325362, "val": 0.16347433240325362, "nan_batches": 0}, {"epoch": 18, "train": 0.16024308292954056, "val": 0.16024308292954056, "nan_batches": 0}, {"epoch": 19, "train": 0.16138309240341187, "val": 0.16138309240341187, "nan_batches": 0}, {"epoch": 20, "train": 0.21304856958212676, "val": 0.21304856958212676, "nan_batches": 0}, {"epoch": 21, "train": 0.1441208529803488, "val": 0.1441208529803488, "nan_batches": 0}, {"epoch": 22, "train": 0.1303625887742749, "val": 0.1303625887742749, "nan_batches": 0}, {"epoch": 23, "train": 0.4249213034356082, "val": 0.4249213034356082, "nan_batches": 0}, {"epoch": 24, "train": 0.1623338852767591, "val": 0.1623338852767591, "nan_batches": 0}, {"epoch": 25, "train": 0.2516511347558763, "val": 0.2516511347558763, "nan_batches": 0}, {"epoch": 26, "train": 0.13219072145444374, "val": 0.13219072145444374, "nan_batches": 0}, {"epoch": 27, "train": 0.1322332168066943, "val": 0.1322332168066943, "nan_batches": 0}, {"epoch": 28, "train": 0.2113438226558544, "val": 0.2113438226558544, "nan_batches": 0}, {"epoch": 29, "train": 0.20374233413625648, "val": 0.20374233413625648, "nan_batches": 0}, {"epoch": 30, "train": 0.11115777216575763, "val": 0.11115777216575763, "nan_batches": 0}, {"epoch": 31, "train": 0.13190045870012707, "val": 0.13190045870012707, "nan_batches": 0}, {"epoch": 32, "train": 0.2337438486240528, "val": 0.2337438486240528, "nan_batches": 0}, {"epoch": 33, "train": 0.1404321855968899, "val": 0.1404321855968899, "nan_batches": 0}, {"epoch": 34, "train": 0.20087009447592277, "val": 0.20087009447592277, "nan_batches": 0}, {"epoch": 35, "train": 0.14044188404524768, "val": 0.14044188404524768, "nan_batches": 0}, {"epoch": 36, "train": 0.16688281739199604, "val": 0.16688281739199604, "nan_batches": 0}, {"epoch": 37, "train": 0.1030840025179916, "val": 0.1030840025179916, "nan_batches": 0}, {"epoch": 38, "train": 0.13893458743890127, "val": 0.13893458743890127, "nan_batches": 0}, {"epoch": 39, "train": 0.13006545768843758, "val": 0.13006545768843758, "nan_batches": 0}, {"epoch": 40, "train": 0.11189688852539768, "val": 0.11189688852539768, "nan_batches": 0}, {"epoch": 41, "train": 0.1844045254919264, "val": 0.1844045254919264, "nan_batches": 0}, {"epoch": 42, "train": 0.29144193949522795, "val": 0.29144193949522795, "nan_batches": 0}, {"epoch": 43, "train": 0.30516682620401736, "val": 0.30516682620401736, "nan_batches": 0}, {"epoch": 44, "train": 0.13315549437646512, "val": 0.13315549437646512, "nan_batches": 0}, {"epoch": 45, "train": 0.08675607624981138, "val": 0.08675607624981138, "nan_batches": 0}, {"epoch": 46, "train": 0.1681142427303173, "val": 0.1681142427303173, "nan_batches": 0}, {"epoch": 47, "train": 0.08937518740141834, "val": 0.08937518740141834, "nan_batches": 0}, {"epoch": 48, "train": 0.12247586912579006, "val": 0.12247586912579006, "nan_batches": 0}, {"epoch": 49, "train": 0.3087354225141031, "val": 0.3087354225141031, "nan_batches": 0}, {"epoch": 50, "train": 0.1049182332224316, "val": 0.1049182332224316, "nan_batches": 0}, {"epoch": 51, "train": 0.11343696513385684, "val": 0.11343696513385684, "nan_batches": 0}, {"epoch": 52, "train": 0.09372919563342023, "val": 0.09372919563342023, "nan_batches": 0}, {"epoch": 53, "train": 0.17530100213156807, "val": 0.17530100213156807, "nan_batches": 0}, {"epoch": 54, "train": 0.1009126574628883, "val": 0.1009126574628883, "nan_batches": 0}, {"epoch": 55, "train": 0.08747775107622147, "val": 0.08747775107622147, "nan_batches": 0}, {"epoch": 56, "train": 0.093436140705038, "val": 0.093436140705038, "nan_batches": 0}, {"epoch": 57, "train": 0.07618116463224094, "val": 0.07618116463224094, "nan_batches": 0}, {"epoch": 58, "train": 0.14374937172289248, "val": 0.14374937172289248, "nan_batches": 0}, {"epoch": 59, "train": 0.1013788785095568, "val": 0.1013788785095568, "nan_batches": 0}, {"epoch": 60, "train": 0.24681443665866498, "val": 0.24681443665866498, "nan_batches": 0}, {"epoch": 61, "train": 0.14024503142745406, "val": 0.14024503142745406, "nan_batches": 0}, {"epoch": 62, "train": 0.06678761086530155, "val": 0.06678761086530155, "nan_batches": 0}, {"epoch": 63, "train": 0.1735568289403562, "val": 0.1735568289403562, "nan_batches": 0}, {"epoch": 64, "train": 0.09812521534385504, "val": 0.09812521534385504, "nan_batches": 0}, {"epoch": 65, "train": 0.08760672331684166, "val": 0.08760672331684166, "nan_batches": 0}, {"epoch": 66, "train": 0.13046166190394648, "val": 0.13046166190394648, "nan_batches": 0}, {"epoch": 67, "train": 0.07432370908834317, "val": 0.07432370908834317, "nan_batches": 0}, {"epoch": 68, "train": 0.19369036511138635, "val": 0.19369036511138635, "nan_batches": 0}, {"epoch": 69, "train": 0.07756055394808452, "val": 0.07756055394808452, "nan_batches": 0}, {"epoch": 70, "train": 0.07665574964549807, "val": 0.07665574964549807, "nan_batches": 0}, {"epoch": 71, "train": 0.07188561669102421, "val": 0.07188561669102421, "nan_batches": 0}, {"epoch": 72, "train": 0.07561155022294433, "val": 0.07561155022294433, "nan_batches": 0}, {"epoch": 73, "train": 0.28384524142300643, "val": 0.28384524142300643, "nan_batches": 0}, {"epoch": 74, "train": 0.23512271929670264, "val": 0.23512271929670264, "nan_batches": 0}, {"epoch": 75, "train": 0.11995748126948322, "val": 0.11995748126948322, "nan_batches": 0}, {"epoch": 76, "train": 0.08239369466900826, "val": 0.08239369466900826, "nan_batches": 0}, {"epoch": 77, "train": 0.1307162774933709, "val": 0.1307162774933709, "nan_batches": 0}, {"epoch": 78, "train": 0.12384198109308879, "val": 0.12384198109308879, "nan_batches": 0}, {"epoch": 79, "train": 0.07258222652254281, "val": 0.07258222652254281, "nan_batches": 0}, {"epoch": 80, "train": 0.07072909783433985, "val": 0.07072909783433985, "nan_batches": 0}, {"epoch": 81, "train": 0.0631381518172997, "val": 0.0631381518172997, "nan_batches": 0}, {"epoch": 82, "train": 0.06474841482661388, "val": 0.06474841482661388, "nan_batches": 0}, {"epoch": 83, "train": 0.07183742302435416, "val": 0.07183742302435416, "nan_batches": 0}, {"epoch": 84, "train": 0.06463135751309218, "val": 0.06463135751309218, "nan_batches": 0}, {"epoch": 85, "train": 0.05863478807387529, "val": 0.05863478807387529, "nan_batches": 0}, {"epoch": 86, "train": 0.10742536739066795, "val": 0.10742536739066795, "nan_batches": 0}, {"epoch": 87, "train": 0.07363477514849769, "val": 0.07363477514849769, "nan_batches": 0}, {"epoch": 88, "train": 0.07575015723705292, "val": 0.07575015723705292, "nan_batches": 0}, {"epoch": 89, "train": 0.06105444939048202, "val": 0.06105444939048202, "nan_batches": 0}, {"epoch": 90, "train": 0.06442557661621659, "val": 0.06442557661621659, "nan_batches": 0}, {"epoch": 91, "train": 0.05342944780433619, "val": 0.05342944780433619, "nan_batches": 0}, {"epoch": 92, "train": 0.17773291344443956, "val": 0.17773291344443956, "nan_batches": 0}, {"epoch": 93, "train": 0.10289286573727925, "val": 0.10289286573727925, "nan_batches": 0}, {"epoch": 94, "train": 0.07651752185214448, "val": 0.07651752185214448, "nan_batches": 0}, {"epoch": 95, "train": 0.0717359334230423, "val": 0.0717359334230423, "nan_batches": 0}, {"epoch": 96, "train": 0.057126320967519725, "val": 0.057126320967519725, "nan_batches": 0}, {"epoch": 97, "train": 0.06234435626754054, "val": 0.06234435626754054, "nan_batches": 0}, {"epoch": 98, "train": 0.053038440713727916, "val": 0.053038440713727916, "nan_batches": 0}, {"epoch": 99, "train": 0.11380904250674778, "val": 0.11380904250674778, "nan_batches": 0}, {"epoch": 100, "train": 0.11793276446836966, "val": 0.11793276446836966, "nan_batches": 0}, {"epoch": 101, "train": 0.16492157843377855, "val": 0.16492157843377855, "nan_batches": 0}, {"epoch": 102, "train": 0.065544156840554, "val": 0.065544156840554, "nan_batches": 0}, {"epoch": 103, "train": 0.11326323394422178, "val": 0.11326323394422178, "nan_batches": 0}, {"epoch": 104, "train": 0.05371293053030968, "val": 0.05371293053030968, "nan_batches": 0}, {"epoch": 105, "train": 0.06383176161735146, "val": 0.06383176161735146, "nan_batches": 0}, {"epoch": 106, "train": 0.10644281572765774, "val": 0.10644281572765774, "nan_batches": 0}, {"epoch": 107, "train": 0.11842097617961743, "val": 0.11842097617961743, "nan_batches": 0}, {"epoch": 108, "train": 0.06257627800934845, "val": 0.06257627800934845, "nan_batches": 0}, {"epoch": 109, "train": 0.12123285951437773, "val": 0.12123285951437773, "nan_batches": 0}, {"epoch": 110, "train": 0.10561530457602607, "val": 0.10561530457602607, "nan_batches": 0}, {"epoch": 111, "train": 0.2587322681038468, "val": 0.2587322681038468, "nan_batches": 0}, {"epoch": 112, "train": 0.057743235111788464, "val": 0.057743235111788464, "nan_batches": 0}, {"epoch": 113, "train": 0.06426644877151207, "val": 0.06426644877151207, "nan_batches": 0}, {"epoch": 114, "train": 0.1689568475164749, "val": 0.1689568475164749, "nan_batches": 0}, {"epoch": 115, "train": 0.06123936176300049, "val": 0.06123936176300049, "nan_batches": 0}, {"epoch": 116, "train": 0.09424772637861746, "val": 0.09424772637861746, "nan_batches": 0}, {"epoch": 117, "train": 0.2375704171480956, "val": 0.2375704171480956, "nan_batches": 0}, {"epoch": 118, "train": 0.05614781524572107, "val": 0.05614781524572107, "nan_batches": 0}, {"epoch": 119, "train": 0.09975846166963931, "val": 0.09975846166963931, "nan_batches": 0}, {"epoch": 120, "train": 0.06257266413282465, "val": 0.06257266413282465, "nan_batches": 0}, {"epoch": 121, "train": 0.20109771968175968, "val": 0.20109771968175968, "nan_batches": 0}, {"epoch": 122, "train": 0.05756417137605173, "val": 0.05756417137605173, "nan_batches": 0}, {"epoch": 123, "train": 0.04964068587179537, "val": 0.04964068587179537, "nan_batches": 0}, {"epoch": 124, "train": 0.05961480619454825, "val": 0.05961480619454825, "nan_batches": 0}, {"epoch": 125, "train": 0.1406625818323206, "val": 0.1406625818323206, "nan_batches": 0}, {"epoch": 126, "train": 0.09857380666114667, "val": 0.09857380666114667, "nan_batches": 0}, {"epoch": 127, "train": 0.04521190230217245, "val": 0.04521190230217245, "nan_batches": 0}, {"epoch": 128, "train": 0.05291918396121926, "val": 0.05291918396121926, "nan_batches": 0}, {"epoch": 129, "train": 0.051298489707901525, "val": 0.051298489707901525, "nan_batches": 0}, {"epoch": 130, "train": 0.0616143353421379, "val": 0.0616143353421379, "nan_batches": 0}, {"epoch": 131, "train": 0.0499508160131949, "val": 0.0499508160131949, "nan_batches": 0}, {"epoch": 132, "train": 0.12483173719158878, "val": 0.12483173719158878, "nan_batches": 0}, {"epoch": 133, "train": 0.051032555393046804, "val": 0.051032555393046804, "nan_batches": 0}, {"epoch": 134, "train": 0.049781071229113474, "val": 0.049781071229113474, "nan_batches": 0}, {"epoch": 135, "train": 0.0977925702377602, "val": 0.0977925702377602, "nan_batches": 0}, {"epoch": 136, "train": 0.050147889802853264, "val": 0.050147889802853264, "nan_batches": 0}, {"epoch": 137, "train": 0.05285876554747423, "val": 0.05285876554747423, "nan_batches": 0}, {"epoch": 138, "train": 0.09204655664938467, "val": 0.09204655664938467, "nan_batches": 0}, {"epoch": 139, "train": 0.052903839809544106, "val": 0.052903839809544106, "nan_batches": 0}, {"epoch": 140, "train": 0.04806540602887118, "val": 0.04806540602887118, "nan_batches": 0}, {"epoch": 141, "train": 0.046085522130683614, "val": 0.046085522130683614, "nan_batches": 0}, {"epoch": 142, "train": 0.05926405390103658, "val": 0.05926405390103658, "nan_batches": 0}, {"epoch": 143, "train": 0.15189119200739595, "val": 0.15189119200739595, "nan_batches": 0}, {"epoch": 144, "train": 0.051500923586664374, "val": 0.051500923586664374, "nan_batches": 0}, {"epoch": 145, "train": 0.051925430833189574, "val": 0.051925430833189574, "nan_batches": 0}, {"epoch": 146, "train": 0.04993655505003752, "val": 0.04993655505003752, "nan_batches": 0}, {"epoch": 147, "train": 0.04391385821832551, "val": 0.04391385821832551, "nan_batches": 0}, {"epoch": 148, "train": 0.04309954252783899, "val": 0.04309954252783899, "nan_batches": 0}, {"epoch": 149, "train": 0.061781810113677275, "val": 0.061781810113677275, "nan_batches": 0}, {"epoch": 150, "train": 0.05129432719614771, "val": 0.05129432719614771, "nan_batches": 0}, {"epoch": 151, "train": 0.05975489759886706, "val": 0.05975489759886706, "nan_batches": 0}, {"epoch": 152, "train": 0.048777914985462474, "val": 0.048777914985462474, "nan_batches": 0}, {"epoch": 153, "train": 0.04236431433646767, "val": 0.04236431433646767, "nan_batches": 0}, {"epoch": 154, "train": 0.04506802401953825, "val": 0.04506802401953825, "nan_batches": 0}, {"epoch": 155, "train": 0.24762463017746253, "val": 0.24762463017746253, "nan_batches": 0}, {"epoch": 156, "train": 0.05983346252253762, "val": 0.05983346252253762, "nan_batches": 0}, {"epoch": 157, "train": 0.05837096066938506, "val": 0.05837096066938506, "nan_batches": 0}, {"epoch": 158, "train": 0.04308913192815251, "val": 0.04308913192815251, "nan_batches": 0}, {"epoch": 159, "train": 0.04747372175808306, "val": 0.04747372175808306, "nan_batches": 0}, {"epoch": 160, "train": 0.08863549100028144, "val": 0.08863549100028144, "nan_batches": 0}, {"epoch": 161, "train": 0.0491921202176147, "val": 0.0491921202176147, "nan_batches": 0}, {"epoch": 162, "train": 0.053548013860428775, "val": 0.053548013860428775, "nan_batches": 0}, {"epoch": 163, "train": 0.08427126871214972, "val": 0.08427126871214972, "nan_batches": 0}, {"epoch": 164, "train": 0.08550449874666002, "val": 0.08550449874666002, "nan_batches": 0}, {"epoch": 165, "train": 0.10478906609393933, "val": 0.10478906609393933, "nan_batches": 0}, {"epoch": 166, "train": 0.06134638907732787, "val": 0.06134638907732787, "nan_batches": 0}, {"epoch": 167, "train": 0.04606878260771433, "val": 0.04606878260771433, "nan_batches": 0}, {"epoch": 168, "train": 0.10326766029552177, "val": 0.10326766029552177, "nan_batches": 0}, {"epoch": 169, "train": 0.04451569107671579, "val": 0.04451569107671579, "nan_batches": 0}, {"epoch": 170, "train": 0.07265496419535743, "val": 0.07265496419535743, "nan_batches": 0}, {"epoch": 171, "train": 0.08708322820840059, "val": 0.08708322820840059, "nan_batches": 0}, {"epoch": 172, "train": 0.0924074489761282, "val": 0.0924074489761282, "nan_batches": 0}, {"epoch": 173, "train": 0.04759872822021997, "val": 0.04759872822021997, "nan_batches": 0}, {"epoch": 174, "train": 0.07421479677712475, "val": 0.07421479677712475, "nan_batches": 0}, {"epoch": 175, "train": 0.0521637088170758, "val": 0.0521637088170758, "nan_batches": 0}, {"epoch": 176, "train": 0.05626706289196456, "val": 0.05626706289196456, "nan_batches": 0}, {"epoch": 177, "train": 0.04438470911096643, "val": 0.04438470911096643, "nan_batches": 0}, {"epoch": 178, "train": 0.055176964236630335, "val": 0.055176964236630335, "nan_batches": 0}, {"epoch": 179, "train": 0.047622645549752096, "val": 0.047622645549752096, "nan_batches": 0}, {"epoch": 180, "train": 0.0860848570311511, "val": 0.0860848570311511, "nan_batches": 0}, {"epoch": 181, "train": 0.05705868618355857, "val": 0.05705868618355857, "nan_batches": 0}, {"epoch": 182, "train": 0.05219147726893425, "val": 0.05219147726893425, "nan_batches": 0}, {"epoch": 183, "train": 0.04324298296813612, "val": 0.04324298296813612, "nan_batches": 0}, {"epoch": 184, "train": 0.2358530748773504, "val": 0.2358530748773504, "nan_batches": 0}, {"epoch": 185, "train": 0.05341774487385043, "val": 0.05341774487385043, "nan_batches": 0}, {"epoch": 186, "train": 0.05482473665917361, "val": 0.05482473665917361, "nan_batches": 0}, {"epoch": 187, "train": 0.05424122750345203, "val": 0.05424122750345203, "nan_batches": 0}, {"epoch": 188, "train": 0.09572108586629231, "val": 0.09572108586629231, "nan_batches": 0}, {"epoch": 189, "train": 0.05456670456462436, "val": 0.05456670456462436, "nan_batches": 0}, {"epoch": 190, "train": 0.08701025667013945, "val": 0.08701025667013945, "nan_batches": 0}, {"epoch": 191, "train": 0.1935374722988517, "val": 0.1935374722988517, "nan_batches": 0}, {"epoch": 192, "train": 0.0607186766617276, "val": 0.0607186766617276, "nan_batches": 0}, {"epoch": 193, "train": 0.056065401407303636, "val": 0.056065401407303636, "nan_batches": 0}, {"epoch": 194, "train": 0.04463502136921441, "val": 0.04463502136921441, "nan_batches": 0}, {"epoch": 195, "train": 0.09291156353773894, "val": 0.09291156353773894, "nan_batches": 0}, {"epoch": 196, "train": 0.16292962818234055, "val": 0.16292962818234055, "nan_batches": 0}, {"epoch": 197, "train": 0.04283032207577317, "val": 0.04283032207577317, "nan_batches": 0}, {"epoch": 198, "train": 0.06508598393864101, "val": 0.06508598393864101, "nan_batches": 0}, {"epoch": 199, "train": 0.05158161723779307, "val": 0.05158161723779307, "nan_batches": 0}, {"epoch": 200, "train": 0.08311608654481394, "val": 0.08311608654481394, "nan_batches": 0}, {"epoch": 201, "train": 0.045076553916765585, "val": 0.045076553916765585, "nan_batches": 0}, {"epoch": 202, "train": 0.044233017428605644, "val": 0.044233017428605644, "nan_batches": 0}, {"epoch": 203, "train": 0.05121277493459207, "val": 0.05121277493459207, "nan_batches": 0}, {"epoch": 204, "train": 0.09184369334468136, "val": 0.09184369334468136, "nan_batches": 0}, {"epoch": 205, "train": 0.09760946918416906, "val": 0.09760946918416906, "nan_batches": 0}, {"epoch": 206, "train": 0.07772362011450308, "val": 0.07772362011450308, "nan_batches": 0}, {"epoch": 207, "train": 0.05252474212708572, "val": 0.05252474212708572, "nan_batches": 0}, {"epoch": 208, "train": 0.051387731537774754, "val": 0.051387731537774754, "nan_batches": 0}, {"epoch": 209, "train": 0.04524167999625206, "val": 0.04524167999625206, "nan_batches": 0}, {"epoch": 210, "train": 0.1201783142707966, "val": 0.1201783142707966, "nan_batches": 0}, {"epoch": 211, "train": 0.08340099509115573, "val": 0.08340099509115573, "nan_batches": 0}, {"epoch": 212, "train": 0.049333138322388684, "val": 0.049333138322388684, "nan_batches": 0}, {"epoch": 213, "train": 0.056842723930323566, "val": 0.056842723930323566, "nan_batches": 0}, {"epoch": 214, "train": 0.06047684606164694, "val": 0.06047684606164694, "nan_batches": 0}, {"epoch": 215, "train": 0.07489860830483613, "val": 0.07489860830483613, "nan_batches": 0}, {"epoch": 216, "train": 0.09460448142555025, "val": 0.09460448142555025, "nan_batches": 0}, {"epoch": 217, "train": 0.0357664951287141, "val": 0.0357664951287141, "nan_batches": 0}, {"epoch": 218, "train": 0.11864776964540835, "val": 0.11864776964540835, "nan_batches": 0}, {"epoch": 219, "train": 0.08341273444670218, "val": 0.08341273444670218, "nan_batches": 0}, {"epoch": 220, "train": 0.049756504871227125, "val": 0.049756504871227125, "nan_batches": 0}, {"epoch": 221, "train": 0.05307871296449944, "val": 0.05307871296449944, "nan_batches": 0}, {"epoch": 222, "train": 0.050930687605782794, "val": 0.050930687605782794, "nan_batches": 0}, {"epoch": 223, "train": 0.043456831481307745, "val": 0.043456831481307745, "nan_batches": 0}, {"epoch": 224, "train": 0.05039914228298046, "val": 0.05039914228298046, "nan_batches": 0}, {"epoch": 225, "train": 0.06730854511260986, "val": 0.06730854511260986, "nan_batches": 0}, {"epoch": 226, "train": 0.04492533717442442, "val": 0.04492533717442442, "nan_batches": 0}, {"epoch": 227, "train": 0.08466633160909016, "val": 0.08466633160909016, "nan_batches": 0}, {"epoch": 228, "train": 0.08868958055973053, "val": 0.08868958055973053, "nan_batches": 0}, {"epoch": 229, "train": 0.050860359988830706, "val": 0.050860359988830706, "nan_batches": 0}, {"epoch": 230, "train": 0.08301836914486355, "val": 0.08301836914486355, "nan_batches": 0}, {"epoch": 231, "train": 0.10850400394863552, "val": 0.10850400394863552, "nan_batches": 0}, {"epoch": 232, "train": 0.1478005379990295, "val": 0.1478005379990295, "nan_batches": 0}, {"epoch": 233, "train": 0.08494993106082634, "val": 0.08494993106082634, "nan_batches": 0}, {"epoch": 234, "train": 0.15951052204602295, "val": 0.15951052204602295, "nan_batches": 0}, {"epoch": 235, "train": 0.03779453508279942, "val": 0.03779453508279942, "nan_batches": 0}, {"epoch": 236, "train": 0.08100923454319989, "val": 0.08100923454319989, "nan_batches": 0}, {"epoch": 237, "train": 0.05393110729615997, "val": 0.05393110729615997, "nan_batches": 0}, {"epoch": 238, "train": 0.08036544698256033, "val": 0.08036544698256033, "nan_batches": 0}, {"epoch": 239, "train": 0.10641491578684913, "val": 0.10641491578684913, "nan_batches": 0}, {"epoch": 240, "train": 0.07810170948505402, "val": 0.07810170948505402, "nan_batches": 0}, {"epoch": 241, "train": 0.04787994176149368, "val": 0.04787994176149368, "nan_batches": 0}, {"epoch": 242, "train": 0.05286369072618308, "val": 0.05286369072618308, "nan_batches": 0}, {"epoch": 243, "train": 0.03990022410397177, "val": 0.03990022410397177, "nan_batches": 0}, {"epoch": 244, "train": 0.11143966460669483, "val": 0.11143966460669483, "nan_batches": 0}, {"epoch": 245, "train": 0.036295836653422425, "val": 0.036295836653422425, "nan_batches": 0}, {"epoch": 246, "train": 0.0812217946405764, "val": 0.0812217946405764, "nan_batches": 0}, {"epoch": 247, "train": 0.13133864049558286, "val": 0.13133864049558286, "nan_batches": 0}, {"epoch": 248, "train": 0.09231046394065574, "val": 0.09231046394065574, "nan_batches": 0}, {"epoch": 249, "train": 0.04427188208878592, "val": 0.04427188208878592, "nan_batches": 0}, {"epoch": 250, "train": 0.05033747134385286, "val": 0.05033747134385286, "nan_batches": 0}, {"epoch": 251, "train": 0.036580965060878684, "val": 0.036580965060878684, "nan_batches": 0}, {"epoch": 252, "train": 0.040629704758800844, "val": 0.040629704758800844, "nan_batches": 0}, {"epoch": 253, "train": 0.04423201763657508, "val": 0.04423201763657508, "nan_batches": 0}, {"epoch": 254, "train": 0.04330088453436339, "val": 0.04330088453436339, "nan_batches": 0}, {"epoch": 255, "train": 0.0921703118968893, "val": 0.0921703118968893, "nan_batches": 0}, {"epoch": 256, "train": 0.18504759117409034, "val": 0.18504759117409034, "nan_batches": 0}, {"epoch": 257, "train": 0.03558245673775673, "val": 0.03558245673775673, "nan_batches": 0}, {"epoch": 258, "train": 0.04493340525638174, "val": 0.04493340525638174, "nan_batches": 0}, {"epoch": 259, "train": 0.08947113045939693, "val": 0.08947113045939693, "nan_batches": 0}, {"epoch": 260, "train": 0.041868795537286334, "val": 0.041868795537286334, "nan_batches": 0}, {"epoch": 261, "train": 0.05189001294611781, "val": 0.05189001294611781, "nan_batches": 0}, {"epoch": 262, "train": 0.08157866089432328, "val": 0.08157866089432328, "nan_batches": 0}, {"epoch": 263, "train": 0.16814861281050575, "val": 0.16814861281050575, "nan_batches": 0}, {"epoch": 264, "train": 0.09695121645927429, "val": 0.09695121645927429, "nan_batches": 0}, {"epoch": 265, "train": 0.09031113264737306, "val": 0.09031113264737306, "nan_batches": 0}, {"epoch": 266, "train": 0.0802572766939799, "val": 0.0802572766939799, "nan_batches": 0}, {"epoch": 267, "train": 0.21055585145950317, "val": 0.21055585145950317, "nan_batches": 0}, {"epoch": 268, "train": 0.21802148119442993, "val": 0.21802148119442993, "nan_batches": 0}, {"epoch": 269, "train": 0.14301346076859367, "val": 0.14301346076859367, "nan_batches": 0}, {"epoch": 270, "train": 0.04215616551745269, "val": 0.04215616551745269, "nan_batches": 0}, {"epoch": 271, "train": 0.04902571823913604, "val": 0.04902571823913604, "nan_batches": 0}, {"epoch": 272, "train": 0.08977439834011926, "val": 0.08977439834011926, "nan_batches": 0}, {"epoch": 273, "train": 0.04146430096416562, "val": 0.04146430096416562, "nan_batches": 0}, {"epoch": 274, "train": 0.1290634611138591, "val": 0.1290634611138591, "nan_batches": 0}, {"epoch": 275, "train": 0.054637237900385154, "val": 0.054637237900385154, "nan_batches": 0}, {"epoch": 276, "train": 0.044778882836302124, "val": 0.044778882836302124, "nan_batches": 0}, {"epoch": 277, "train": 0.05542615704514362, "val": 0.05542615704514362, "nan_batches": 0}, {"epoch": 278, "train": 0.047346139809599626, "val": 0.047346139809599626, "nan_batches": 0}, {"epoch": 279, "train": 0.08326297336154515, "val": 0.08326297336154515, "nan_batches": 0}, {"epoch": 280, "train": 0.04267484573992314, "val": 0.04267484573992314, "nan_batches": 0}, {"epoch": 281, "train": 0.04540740739968088, "val": 0.04540740739968088, "nan_batches": 0}, {"epoch": 282, "train": 0.03813935981856452, "val": 0.03813935981856452, "nan_batches": 0}, {"epoch": 283, "train": 0.05446759435451693, "val": 0.05446759435451693, "nan_batches": 0}, {"epoch": 284, "train": 0.03511664512808676, "val": 0.03511664512808676, "nan_batches": 0}, {"epoch": 285, "train": 0.08172606428464253, "val": 0.08172606428464253, "nan_batches": 0}, {"epoch": 286, "train": 0.04125781145153774, "val": 0.04125781145153774, "nan_batches": 0}, {"epoch": 287, "train": 0.08135434322886997, "val": 0.08135434322886997, "nan_batches": 0}, {"epoch": 288, "train": 0.04683245483923842, "val": 0.04683245483923842, "nan_batches": 0}, {"epoch": 289, "train": 0.07666356530454424, "val": 0.07666356530454424, "nan_batches": 0}, {"epoch": 290, "train": 0.1513215568330553, "val": 0.1513215568330553, "nan_batches": 0}, {"epoch": 291, "train": 0.03991890809050313, "val": 0.03991890809050313, "nan_batches": 0}, {"epoch": 292, "train": 0.04801479602853457, "val": 0.04801479602853457, "nan_batches": 0}, {"epoch": 293, "train": 0.0501009245161657, "val": 0.0501009245161657, "nan_batches": 0}, {"epoch": 294, "train": 0.06895457704861958, "val": 0.06895457704861958, "nan_batches": 0}, {"epoch": 295, "train": 0.05079992115497589, "val": 0.05079992115497589, "nan_batches": 0}, {"epoch": 296, "train": 0.03855785410161371, "val": 0.03855785410161371, "nan_batches": 0}, {"epoch": 297, "train": 0.07282720064675366, "val": 0.07282720064675366, "nan_batches": 0}, {"epoch": 298, "train": 0.10728956593407525, "val": 0.10728956593407525, "nan_batches": 0}, {"epoch": 299, "train": 0.042748112593674, "val": 0.042748112593674, "nan_batches": 0}, {"epoch": 300, "train": 0.04568299723582135, "val": 0.04568299723582135, "nan_batches": 0}, {"epoch": 301, "train": 0.08308576433746903, "val": 0.08308576433746903, "nan_batches": 0}, {"epoch": 302, "train": 0.03976053475505776, "val": 0.03976053475505776, "nan_batches": 0}, {"epoch": 303, "train": 0.1414519026875496, "val": 0.1414519026875496, "nan_batches": 0}, {"epoch": 304, "train": 0.04664003752447941, "val": 0.04664003752447941, "nan_batches": 0}, {"epoch": 305, "train": 0.045897784608381766, "val": 0.045897784608381766, "nan_batches": 0}, {"epoch": 306, "train": 0.03849312930402381, "val": 0.03849312930402381, "nan_batches": 0}, {"epoch": 307, "train": 0.04411249542263923, "val": 0.04411249542263923, "nan_batches": 0}, {"epoch": 308, "train": 0.03836613850392125, "val": 0.03836613850392125, "nan_batches": 0}, {"epoch": 309, "train": 0.15584476261089245, "val": 0.15584476261089245, "nan_batches": 0}, {"epoch": 310, "train": 0.08603187678036867, "val": 0.08603187678036867, "nan_batches": 0}, {"epoch": 311, "train": 0.036320927656359143, "val": 0.036320927656359143, "nan_batches": 0}, {"epoch": 312, "train": 0.046742016932478654, "val": 0.046742016932478654, "nan_batches": 0}, {"epoch": 313, "train": 0.07762993375460307, "val": 0.07762993375460307, "nan_batches": 0}, {"epoch": 314, "train": 0.10269085676581771, "val": 0.10269085676581771, "nan_batches": 0}, {"epoch": 315, "train": 0.18679939265604373, "val": 0.18679939265604373, "nan_batches": 0}, {"epoch": 316, "train": 0.07438690353322912, "val": 0.07438690353322912, "nan_batches": 0}, {"epoch": 317, "train": 0.13898001245602412, "val": 0.13898001245602412, "nan_batches": 0}, {"epoch": 318, "train": 0.04064949588091285, "val": 0.04064949588091285, "nan_batches": 0}, {"epoch": 319, "train": 0.12372937246605202, "val": 0.12372937246605202, "nan_batches": 0}, {"epoch": 320, "train": 0.04584666810653828, "val": 0.04584666810653828, "nan_batches": 0}, {"epoch": 321, "train": 0.07764570139072559, "val": 0.07764570139072559, "nan_batches": 0}, {"epoch": 322, "train": 0.047838650091930675, "val": 0.047838650091930675, "nan_batches": 0}, {"epoch": 323, "train": 0.038151506127582654, "val": 0.038151506127582654, "nan_batches": 0}, {"epoch": 324, "train": 0.05881769789589776, "val": 0.05881769789589776, "nan_batches": 0}, {"epoch": 325, "train": 0.043253202819161944, "val": 0.043253202819161944, "nan_batches": 0}, {"epoch": 326, "train": 0.04309432953596115, "val": 0.04309432953596115, "nan_batches": 0}, {"epoch": 327, "train": 0.04150128212791902, "val": 0.04150128212791902, "nan_batches": 0}, {"epoch": 328, "train": 0.05594312661775836, "val": 0.05594312661775836, "nan_batches": 0}, {"epoch": 329, "train": 0.12288410851248989, "val": 0.12288410851248989, "nan_batches": 0}, {"epoch": 330, "train": 0.12885368113509482, "val": 0.12885368113509482, "nan_batches": 0}, {"epoch": 331, "train": 0.051802247762680054, "val": 0.051802247762680054, "nan_batches": 0}, {"epoch": 332, "train": 0.14471729373110942, "val": 0.14471729373110942, "nan_batches": 0}, {"epoch": 333, "train": 0.052682804633621814, "val": 0.052682804633621814, "nan_batches": 0}, {"epoch": 334, "train": 0.08540559477276272, "val": 0.08540559477276272, "nan_batches": 0}, {"epoch": 335, "train": 0.04733825188682035, "val": 0.04733825188682035, "nan_batches": 0}, {"epoch": 336, "train": 0.036754483839979875, "val": 0.036754483839979875, "nan_batches": 0}, {"epoch": 337, "train": 0.14376525084177652, "val": 0.14376525084177652, "nan_batches": 0}, {"epoch": 338, "train": 0.08248051780241507, "val": 0.08248051780241507, "nan_batches": 0}, {"epoch": 339, "train": 0.04848311855285256, "val": 0.04848311855285256, "nan_batches": 0}, {"epoch": 340, "train": 0.04686931960491671, "val": 0.04686931960491671, "nan_batches": 0}, {"epoch": 341, "train": 0.04383411920732922, "val": 0.04383411920732922, "nan_batches": 0}, {"epoch": 342, "train": 0.0447877989736972, "val": 0.0447877989736972, "nan_batches": 0}, {"epoch": 343, "train": 0.044618374150660306, "val": 0.044618374150660306, "nan_batches": 0}, {"epoch": 344, "train": 0.06427890448658555, "val": 0.06427890448658555, "nan_batches": 0}, {"epoch": 345, "train": 0.07867574691772461, "val": 0.07867574691772461, "nan_batches": 0}, {"epoch": 346, "train": 0.11974611160931764, "val": 0.11974611160931764, "nan_batches": 0}, {"epoch": 347, "train": 0.04591769462934247, "val": 0.04591769462934247, "nan_batches": 0}, {"epoch": 348, "train": 0.17528541441316958, "val": 0.17528541441316958, "nan_batches": 0}, {"epoch": 349, "train": 0.09629479326583722, "val": 0.09629479326583722, "nan_batches": 0}, {"epoch": 350, "train": 0.04130623637508877, "val": 0.04130623637508877, "nan_batches": 0}, {"epoch": 351, "train": 0.04730203499396642, "val": 0.04730203499396642, "nan_batches": 0}, {"epoch": 352, "train": 0.040108364334123, "val": 0.040108364334123, "nan_batches": 0}, {"epoch": 353, "train": 0.04667685029131395, "val": 0.04667685029131395, "nan_batches": 0}, {"epoch": 354, "train": 0.03937046722448603, "val": 0.03937046722448603, "nan_batches": 0}, {"epoch": 355, "train": 0.07324404628188522, "val": 0.07324404628188522, "nan_batches": 0}, {"epoch": 356, "train": 0.13636053491521766, "val": 0.13636053491521766, "nan_batches": 0}, {"epoch": 357, "train": 0.04098141427945207, "val": 0.04098141427945207, "nan_batches": 0}, {"epoch": 358, "train": 0.04853998676494316, "val": 0.04853998676494316, "nan_batches": 0}, {"epoch": 359, "train": 0.04399106016865483, "val": 0.04399106016865483, "nan_batches": 0}, {"epoch": 360, "train": 0.039006266389387076, "val": 0.039006266389387076, "nan_batches": 0}, {"epoch": 361, "train": 0.043798608601921134, "val": 0.043798608601921134, "nan_batches": 0}, {"epoch": 362, "train": 0.04217174407784586, "val": 0.04217174407784586, "nan_batches": 0}, {"epoch": 363, "train": 0.04980068074332343, "val": 0.04980068074332343, "nan_batches": 0}, {"epoch": 364, "train": 0.04422683281936096, "val": 0.04422683281936096, "nan_batches": 0}, {"epoch": 365, "train": 0.05123997907395716, "val": 0.05123997907395716, "nan_batches": 0}, {"epoch": 366, "train": 0.1102471732430988, "val": 0.1102471732430988, "nan_batches": 0}, {"epoch": 367, "train": 0.039910968807008534, "val": 0.039910968807008534, "nan_batches": 0}, {"epoch": 368, "train": 0.14306785738854497, "val": 0.14306785738854497, "nan_batches": 0}, {"epoch": 369, "train": 0.046986436678303614, "val": 0.046986436678303614, "nan_batches": 0}, {"epoch": 370, "train": 0.041342842841038, "val": 0.041342842841038, "nan_batches": 0}, {"epoch": 371, "train": 0.04176429817797961, "val": 0.04176429817797961, "nan_batches": 0}, {"epoch": 372, "train": 0.03387754438100038, "val": 0.03387754438100038, "nan_batches": 0}, {"epoch": 373, "train": 0.04791312844113067, "val": 0.04791312844113067, "nan_batches": 0}, {"epoch": 374, "train": 0.07958119086645267, "val": 0.07958119086645267, "nan_batches": 0}, {"epoch": 375, "train": 0.1347367266813914, "val": 0.1347367266813914, "nan_batches": 0}, {"epoch": 376, "train": 0.08230127725336286, "val": 0.08230127725336286, "nan_batches": 0}, {"epoch": 377, "train": 0.09782669886394783, "val": 0.09782669886394783, "nan_batches": 0}, {"epoch": 378, "train": 0.03596778310559414, "val": 0.03596778310559414, "nan_batches": 0}, {"epoch": 379, "train": 0.04435660427919141, "val": 0.04435660427919141, "nan_batches": 0}, {"epoch": 380, "train": 0.15954976294327666, "val": 0.15954976294327666, "nan_batches": 0}, {"epoch": 381, "train": 0.05349325085127795, "val": 0.05349325085127795, "nan_batches": 0}, {"epoch": 382, "train": 0.04553684440475923, "val": 0.04553684440475923, "nan_batches": 0}, {"epoch": 383, "train": 0.2051111714983428, "val": 0.2051111714983428, "nan_batches": 0}, {"epoch": 384, "train": 0.05066060837082289, "val": 0.05066060837082289, "nan_batches": 0}, {"epoch": 385, "train": 0.040101213518668105, "val": 0.040101213518668105, "nan_batches": 0}, {"epoch": 386, "train": 0.049784809764888555, "val": 0.049784809764888555, "nan_batches": 0}, {"epoch": 387, "train": 0.053391713442073926, "val": 0.053391713442073926, "nan_batches": 0}, {"epoch": 388, "train": 0.0468016566225776, "val": 0.0468016566225776, "nan_batches": 0}, {"epoch": 389, "train": 0.04970636317092511, "val": 0.04970636317092511, "nan_batches": 0}, {"epoch": 390, "train": 0.08264866416101102, "val": 0.08264866416101102, "nan_batches": 0}, {"epoch": 391, "train": 0.034083265949178626, "val": 0.034083265949178626, "nan_batches": 0}, {"epoch": 392, "train": 0.04222977189002214, "val": 0.04222977189002214, "nan_batches": 0}, {"epoch": 393, "train": 0.03780230348584829, "val": 0.03780230348584829, "nan_batches": 0}, {"epoch": 394, "train": 0.0397302925552207, "val": 0.0397302925552207, "nan_batches": 0}, {"epoch": 395, "train": 0.08053327269024319, "val": 0.08053327269024319, "nan_batches": 0}, {"epoch": 396, "train": 0.07641257290486936, "val": 0.07641257290486936, "nan_batches": 0}, {"epoch": 397, "train": 0.04130259735716714, "val": 0.04130259735716714, "nan_batches": 0}, {"epoch": 398, "train": 0.03482316944886137, "val": 0.03482316944886137, "nan_batches": 0}, {"epoch": 399, "train": 0.0399064547209828, "val": 0.0399064547209828, "nan_batches": 0}, {"epoch": 400, "train": 0.03952095705877851, "val": 0.03952095705877851, "nan_batches": 0}, {"epoch": 401, "train": 0.035335777741339475, "val": 0.035335777741339475, "nan_batches": 0}, {"epoch": 402, "train": 0.04251304172255375, "val": 0.04251304172255375, "nan_batches": 0}, {"epoch": 403, "train": 0.051190259486988736, "val": 0.051190259486988736, "nan_batches": 0}, {"epoch": 404, "train": 0.08429131022206059, "val": 0.08429131022206059, "nan_batches": 0}, {"epoch": 405, "train": 0.04448308837082651, "val": 0.04448308837082651, "nan_batches": 0}, {"epoch": 406, "train": 0.04837923434873422, "val": 0.04837923434873422, "nan_batches": 0}, {"epoch": 407, "train": 0.14472987551104138, "val": 0.14472987551104138, "nan_batches": 0}, {"epoch": 408, "train": 0.03636916085249848, "val": 0.03636916085249848, "nan_batches": 0}, {"epoch": 409, "train": 0.052984883111936075, "val": 0.052984883111936075, "nan_batches": 0}, {"epoch": 410, "train": 0.04336844260493914, "val": 0.04336844260493914, "nan_batches": 0}, {"epoch": 411, "train": 0.03966541884949914, "val": 0.03966541884949914, "nan_batches": 0}, {"epoch": 412, "train": 0.03878822263882116, "val": 0.03878822263882116, "nan_batches": 0}, {"epoch": 413, "train": 0.04844071611080802, "val": 0.04844071611080802, "nan_batches": 0}, {"epoch": 414, "train": 0.05797198138855122, "val": 0.05797198138855122, "nan_batches": 0}, {"epoch": 415, "train": 0.040794384838254365, "val": 0.040794384838254365, "nan_batches": 0}, {"epoch": 416, "train": 0.04437101066664413, "val": 0.04437101066664413, "nan_batches": 0}, {"epoch": 417, "train": 0.03762151935586223, "val": 0.03762151935586223, "nan_batches": 0}, {"epoch": 418, "train": 0.08315012686782414, "val": 0.08315012686782414, "nan_batches": 0}, {"epoch": 419, "train": 0.03884607256838569, "val": 0.03884607256838569, "nan_batches": 0}, {"epoch": 420, "train": 0.04243196685005118, "val": 0.04243196685005118, "nan_batches": 0}, {"epoch": 421, "train": 0.08331941233740912, "val": 0.08331941233740912, "nan_batches": 0}, {"epoch": 422, "train": 0.03834754380363005, "val": 0.03834754380363005, "nan_batches": 0}, {"epoch": 423, "train": 0.10423343490671229, "val": 0.10423343490671229, "nan_batches": 0}, {"epoch": 424, "train": 0.07259208129511939, "val": 0.07259208129511939, "nan_batches": 0}, {"epoch": 425, "train": 0.053913996589404566, "val": 0.053913996589404566, "nan_batches": 0}, {"epoch": 426, "train": 0.1099314237082446, "val": 0.1099314237082446, "nan_batches": 0}, {"epoch": 427, "train": 0.09250282910135058, "val": 0.09250282910135058, "nan_batches": 0}, {"epoch": 428, "train": 0.04993833304831275, "val": 0.04993833304831275, "nan_batches": 0}, {"epoch": 429, "train": 0.04826611101075455, "val": 0.04826611101075455, "nan_batches": 0}, {"epoch": 430, "train": 0.04550636173398406, "val": 0.04550636173398406, "nan_batches": 0}, {"epoch": 431, "train": 0.07279396388265821, "val": 0.07279396388265821, "nan_batches": 0}, {"epoch": 432, "train": 0.07623838274567216, "val": 0.07623838274567216, "nan_batches": 0}, {"epoch": 433, "train": 0.08007439198317351, "val": 0.08007439198317351, "nan_batches": 0}, {"epoch": 434, "train": 0.03929487684810603, "val": 0.03929487684810603, "nan_batches": 0}, {"epoch": 435, "train": 0.04270562422634275, "val": 0.04270562422634275, "nan_batches": 0}, {"epoch": 436, "train": 0.04433595913427847, "val": 0.04433595913427847, "nan_batches": 0}, {"epoch": 437, "train": 0.03668968372598842, "val": 0.03668968372598842, "nan_batches": 0}, {"epoch": 438, "train": 0.15523601488934624, "val": 0.15523601488934624, "nan_batches": 0}, {"epoch": 439, "train": 0.0773328172939795, "val": 0.0773328172939795, "nan_batches": 0}, {"epoch": 440, "train": 0.04987880242643533, "val": 0.04987880242643533, "nan_batches": 0}, {"epoch": 441, "train": 0.056534158617809964, "val": 0.056534158617809964, "nan_batches": 0}, {"epoch": 442, "train": 0.09052406196241025, "val": 0.09052406196241025, "nan_batches": 0}, {"epoch": 443, "train": 0.0648393973156258, "val": 0.0648393973156258, "nan_batches": 0}, {"epoch": 444, "train": 0.0362833289395052, "val": 0.0362833289395052, "nan_batches": 0}, {"epoch": 445, "train": 0.09137391216225094, "val": 0.09137391216225094, "nan_batches": 0}, {"epoch": 446, "train": 0.07278785440656874, "val": 0.07278785440656874, "nan_batches": 0}, {"epoch": 447, "train": 0.08216372904954133, "val": 0.08216372904954133, "nan_batches": 0}, {"epoch": 448, "train": 0.03385951714935126, "val": 0.03385951714935126, "nan_batches": 0}, {"epoch": 449, "train": 0.04865012242010346, "val": 0.04865012242010346, "nan_batches": 0}, {"epoch": 450, "train": 0.06940870925232216, "val": 0.06940870925232216, "nan_batches": 0}, {"epoch": 451, "train": 0.040375610123629925, "val": 0.040375610123629925, "nan_batches": 0}, {"epoch": 452, "train": 0.16620708174175686, "val": 0.16620708174175686, "nan_batches": 0}, {"epoch": 453, "train": 0.08268980516327752, "val": 0.08268980516327752, "nan_batches": 0}, {"epoch": 454, "train": 0.048414263391384375, "val": 0.048414263391384375, "nan_batches": 0}, {"epoch": 455, "train": 0.07148152534608487, "val": 0.07148152534608487, "nan_batches": 0}, {"epoch": 456, "train": 0.04408568230078176, "val": 0.04408568230078176, "nan_batches": 0}, {"epoch": 457, "train": 0.10010061330265468, "val": 0.10010061330265468, "nan_batches": 0}, {"epoch": 458, "train": 0.04498339623117958, "val": 0.04498339623117958, "nan_batches": 0}, {"epoch": 459, "train": 0.07457810861093027, "val": 0.07457810861093027, "nan_batches": 0}, {"epoch": 460, "train": 0.07745622153635379, "val": 0.07745622153635379, "nan_batches": 0}, {"epoch": 461, "train": 0.0829283904146265, "val": 0.0829283904146265, "nan_batches": 0}, {"epoch": 462, "train": 0.046301756468084126, "val": 0.046301756468084126, "nan_batches": 0}, {"epoch": 463, "train": 0.17611250150258895, "val": 0.17611250150258895, "nan_batches": 0}, {"epoch": 464, "train": 0.09633434922606857, "val": 0.09633434922606857, "nan_batches": 0}, {"epoch": 465, "train": 0.1062105855456105, "val": 0.1062105855456105, "nan_batches": 0}, {"epoch": 466, "train": 0.03623373889260822, "val": 0.03623373889260822, "nan_batches": 0}, {"epoch": 467, "train": 0.03753759601601848, "val": 0.03753759601601848, "nan_batches": 0}, {"epoch": 468, "train": 0.03144512877420143, "val": 0.03144512877420143, "nan_batches": 0}, {"epoch": 469, "train": 0.03717402575744523, "val": 0.03717402575744523, "nan_batches": 0}, {"epoch": 470, "train": 0.11617320996743662, "val": 0.11617320996743662, "nan_batches": 0}, {"epoch": 471, "train": 0.15643877039353052, "val": 0.15643877039353052, "nan_batches": 0}, {"epoch": 472, "train": 0.13976843172201403, "val": 0.13976843172201403, "nan_batches": 0}, {"epoch": 473, "train": 0.04302513157879865, "val": 0.04302513157879865, "nan_batches": 0}, {"epoch": 474, "train": 0.040995071055712526, "val": 0.040995071055712526, "nan_batches": 0}, {"epoch": 475, "train": 0.04078565141255105, "val": 0.04078565141255105, "nan_batches": 0}, {"epoch": 476, "train": 0.04120828714911585, "val": 0.04120828714911585, "nan_batches": 0}, {"epoch": 477, "train": 0.03741464508628404, "val": 0.03741464508628404, "nan_batches": 0}, {"epoch": 478, "train": 0.05086598345250995, "val": 0.05086598345250995, "nan_batches": 0}, {"epoch": 479, "train": 0.04490931928847675, "val": 0.04490931928847675, "nan_batches": 0}, {"epoch": 480, "train": 0.04529982850955868, "val": 0.04529982850955868, "nan_batches": 0}, {"epoch": 481, "train": 0.13247414940485247, "val": 0.13247414940485247, "nan_batches": 0}, {"epoch": 482, "train": 0.036382688938088166, "val": 0.036382688938088166, "nan_batches": 0}, {"epoch": 483, "train": 0.0810414640991776, "val": 0.0810414640991776, "nan_batches": 0}, {"epoch": 484, "train": 0.03471832046354258, "val": 0.03471832046354258, "nan_batches": 0}, {"epoch": 485, "train": 0.08085584309366015, "val": 0.08085584309366015, "nan_batches": 0}, {"epoch": 486, "train": 0.0325406054573789, "val": 0.0325406054573789, "nan_batches": 0}, {"epoch": 487, "train": 0.04897688877665334, "val": 0.04897688877665334, "nan_batches": 0}, {"epoch": 488, "train": 0.033732302141962225, "val": 0.033732302141962225, "nan_batches": 0}, {"epoch": 489, "train": 0.1571497601215486, "val": 0.1571497601215486, "nan_batches": 0}, {"epoch": 490, "train": 0.038068093773391515, "val": 0.038068093773391515, "nan_batches": 0}, {"epoch": 491, "train": 0.04533996943522383, "val": 0.04533996943522383, "nan_batches": 0}, {"epoch": 492, "train": 0.03838660016104027, "val": 0.03838660016104027, "nan_batches": 0}, {"epoch": 493, "train": 0.06115662775657795, "val": 0.06115662775657795, "nan_batches": 0}, {"epoch": 494, "train": 0.11103402712830791, "val": 0.11103402712830791, "nan_batches": 0}, {"epoch": 495, "train": 0.036718717879719205, "val": 0.036718717879719205, "nan_batches": 0}, {"epoch": 496, "train": 0.03671517958260934, "val": 0.03671517958260934, "nan_batches": 0}, {"epoch": 497, "train": 0.11841211605955053, "val": 0.11841211605955053, "nan_batches": 0}, {"epoch": 498, "train": 0.172794117419808, "val": 0.172794117419808, "nan_batches": 0}, {"epoch": 499, "train": 0.07670829583097387, "val": 0.07670829583097387, "nan_batches": 0}, {"epoch": 500, "train": 0.0422700356554102, "val": 0.0422700356554102, "nan_batches": 0}, {"epoch": 501, "train": 0.04011333222000825, "val": 0.04011333222000825, "nan_batches": 0}, {"epoch": 502, "train": 0.07716257428681408, "val": 0.07716257428681408, "nan_batches": 0}, {"epoch": 503, "train": 0.09864739135459617, "val": 0.09864739135459617, "nan_batches": 0}, {"epoch": 504, "train": 0.0846402523694215, "val": 0.0846402523694215, "nan_batches": 0}, {"epoch": 505, "train": 0.052234579636542884, "val": 0.052234579636542884, "nan_batches": 0}, {"epoch": 506, "train": 0.16097133703253888, "val": 0.16097133703253888, "nan_batches": 0}, {"epoch": 507, "train": 0.19043238171272808, "val": 0.19043238171272808, "nan_batches": 0}, {"epoch": 508, "train": 0.0374158961629426, "val": 0.0374158961629426, "nan_batches": 0}, {"epoch": 509, "train": 0.03637601013071145, "val": 0.03637601013071145, "nan_batches": 0}, {"epoch": 510, "train": 0.04742769117432612, "val": 0.04742769117432612, "nan_batches": 0}, {"epoch": 511, "train": 0.14216190728324432, "val": 0.14216190728324432, "nan_batches": 0}, {"epoch": 512, "train": 0.04733593389391899, "val": 0.04733593389391899, "nan_batches": 0}, {"epoch": 513, "train": 0.04639557500680288, "val": 0.04639557500680288, "nan_batches": 0}, {"epoch": 514, "train": 0.15590024863680205, "val": 0.15590024863680205, "nan_batches": 0}, {"epoch": 515, "train": 0.040544747202484695, "val": 0.040544747202484695, "nan_batches": 0}, {"epoch": 516, "train": 0.03798698689098711, "val": 0.03798698689098711, "nan_batches": 0}, {"epoch": 517, "train": 0.042378811855558994, "val": 0.042378811855558994, "nan_batches": 0}, {"epoch": 518, "train": 0.0744977714838805, "val": 0.0744977714838805, "nan_batches": 0}, {"epoch": 519, "train": 0.04284798215936731, "val": 0.04284798215936731, "nan_batches": 0}, {"epoch": 520, "train": 0.16291554598568905, "val": 0.16291554598568905, "nan_batches": 0}, {"epoch": 521, "train": 0.07691106641734088, "val": 0.07691106641734088, "nan_batches": 0}, {"epoch": 522, "train": 0.04231008638938268, "val": 0.04231008638938268, "nan_batches": 0}, {"epoch": 523, "train": 0.04374254439715986, "val": 0.04374254439715986, "nan_batches": 0}, {"epoch": 524, "train": 0.042509669976964315, "val": 0.042509669976964315, "nan_batches": 0}, {"epoch": 525, "train": 0.04231667842853953, "val": 0.04231667842853953, "nan_batches": 0}, {"epoch": 526, "train": 0.10696542925304836, "val": 0.10696542925304836, "nan_batches": 0}, {"epoch": 527, "train": 0.03960298622647921, "val": 0.03960298622647921, "nan_batches": 0}, {"epoch": 528, "train": 0.11642724496346933, "val": 0.11642724496346933, "nan_batches": 0}, {"epoch": 529, "train": 0.12495656477080451, "val": 0.12495656477080451, "nan_batches": 0}, {"epoch": 530, "train": 0.04010825162684476, "val": 0.04010825162684476, "nan_batches": 0}, {"epoch": 531, "train": 0.04102870104489503, "val": 0.04102870104489503, "nan_batches": 0}, {"epoch": 532, "train": 0.14548501148130055, "val": 0.14548501148130055, "nan_batches": 0}, {"epoch": 533, "train": 0.07451820042398241, "val": 0.07451820042398241, "nan_batches": 0}, {"epoch": 534, "train": 0.0363404941227701, "val": 0.0363404941227701, "nan_batches": 0}, {"epoch": 535, "train": 0.04231158036876608, "val": 0.04231158036876608, "nan_batches": 0}, {"epoch": 536, "train": 0.12859979561633533, "val": 0.12859979561633533, "nan_batches": 0}, {"epoch": 537, "train": 0.04377325953639768, "val": 0.04377325953639768, "nan_batches": 0}, {"epoch": 538, "train": 0.07957636371806816, "val": 0.07957636371806816, "nan_batches": 0}, {"epoch": 539, "train": 0.04392754245135519, "val": 0.04392754245135519, "nan_batches": 0}, {"epoch": 540, "train": 0.046641840427010146, "val": 0.046641840427010146, "nan_batches": 0}, {"epoch": 541, "train": 0.08648833632469177, "val": 0.08648833632469177, "nan_batches": 0}, {"epoch": 542, "train": 0.04103946016618499, "val": 0.04103946016618499, "nan_batches": 0}, {"epoch": 543, "train": 0.07719836632410686, "val": 0.07719836632410686, "nan_batches": 0}, {"epoch": 544, "train": 0.041123873795624134, "val": 0.041123873795624134, "nan_batches": 0}, {"epoch": 545, "train": 0.03787927796710627, "val": 0.03787927796710627, "nan_batches": 0}, {"epoch": 546, "train": 0.16988564199871486, "val": 0.16988564199871486, "nan_batches": 0}, {"epoch": 547, "train": 0.029516934727629025, "val": 0.029516934727629025, "nan_batches": 0}, {"epoch": 548, "train": 0.058258288643426366, "val": 0.058258288643426366, "nan_batches": 0}, {"epoch": 549, "train": 0.036787352421217494, "val": 0.036787352421217494, "nan_batches": 0}, {"epoch": 550, "train": 0.1422370396623457, "val": 0.1422370396623457, "nan_batches": 0}, {"epoch": 551, "train": 0.04104513301583076, "val": 0.04104513301583076, "nan_batches": 0}, {"epoch": 552, "train": 0.03758823457691404, "val": 0.03758823457691404, "nan_batches": 0}, {"epoch": 553, "train": 0.1888374172978931, "val": 0.1888374172978931, "nan_batches": 0}, {"epoch": 554, "train": 0.052648683104457125, "val": 0.052648683104457125, "nan_batches": 0}, {"epoch": 555, "train": 0.04884388932475337, "val": 0.04884388932475337, "nan_batches": 0}, {"epoch": 556, "train": 0.1157052395520387, "val": 0.1157052395520387, "nan_batches": 0}, {"epoch": 557, "train": 0.038168765811456576, "val": 0.038168765811456576, "nan_batches": 0}, {"epoch": 558, "train": 0.056411981444667886, "val": 0.056411981444667886, "nan_batches": 0}, {"epoch": 559, "train": 0.04709272517788189, "val": 0.04709272517788189, "nan_batches": 0}, {"epoch": 560, "train": 0.0449096163113912, "val": 0.0449096163113912, "nan_batches": 0}, {"epoch": 561, "train": 0.04134862145615949, "val": 0.04134862145615949, "nan_batches": 0}, {"epoch": 562, "train": 0.06792259492256024, "val": 0.06792259492256024, "nan_batches": 0}, {"epoch": 563, "train": 0.06847457311771533, "val": 0.06847457311771533, "nan_batches": 0}, {"epoch": 564, "train": 0.0466045790731355, "val": 0.0466045790731355, "nan_batches": 0}, {"epoch": 565, "train": 0.07468035210061956, "val": 0.07468035210061956, "nan_batches": 0}, {"epoch": 566, "train": 0.054504946909017034, "val": 0.054504946909017034, "nan_batches": 0}, {"epoch": 567, "train": 0.05920382395938591, "val": 0.05920382395938591, "nan_batches": 0}, {"epoch": 568, "train": 0.040091863109005824, "val": 0.040091863109005824, "nan_batches": 0}, {"epoch": 569, "train": 0.04753949907090929, "val": 0.04753949907090929, "nan_batches": 0}, {"epoch": 570, "train": 0.0372394276437936, "val": 0.0372394276437936, "nan_batches": 0}, {"epoch": 571, "train": 0.0359041354170552, "val": 0.0359041354170552, "nan_batches": 0}, {"epoch": 572, "train": 0.044612903561857015, "val": 0.044612903561857015, "nan_batches": 0}, {"epoch": 573, "train": 0.04575414665871196, "val": 0.04575414665871196, "nan_batches": 0}, {"epoch": 574, "train": 0.041039982431188775, "val": 0.041039982431188775, "nan_batches": 0}, {"epoch": 575, "train": 0.046579552331456435, "val": 0.046579552331456435, "nan_batches": 0}, {"epoch": 576, "train": 0.14700545091181993, "val": 0.14700545091181993, "nan_batches": 0}, {"epoch": 577, "train": 0.07728952886881651, "val": 0.07728952886881651, "nan_batches": 0}, {"epoch": 578, "train": 0.15305976335097243, "val": 0.15305976335097243, "nan_batches": 0}, {"epoch": 579, "train": 0.04555971115499873, "val": 0.04555971115499873, "nan_batches": 0}, {"epoch": 580, "train": 0.03267638647445926, "val": 0.03267638647445926, "nan_batches": 0}, {"epoch": 581, "train": 0.03836064585657031, "val": 0.03836064585657031, "nan_batches": 0}, {"epoch": 582, "train": 0.13844530236113956, "val": 0.13844530236113956, "nan_batches": 0}, {"epoch": 583, "train": 0.10793809968702218, "val": 0.10793809968702218, "nan_batches": 0}, {"epoch": 584, "train": 0.07194695428565696, "val": 0.07194695428565696, "nan_batches": 0}, {"epoch": 585, "train": 0.03973847462071313, "val": 0.03973847462071313, "nan_batches": 0}, {"epoch": 586, "train": 0.04000068021317323, "val": 0.04000068021317323, "nan_batches": 0}, {"epoch": 587, "train": 0.03906678901532561, "val": 0.03906678901532561, "nan_batches": 0}, {"epoch": 588, "train": 0.0501389378612792, "val": 0.0501389378612792, "nan_batches": 0}, {"epoch": 589, "train": 0.034347598199491146, "val": 0.034347598199491146, "nan_batches": 0}, {"epoch": 590, "train": 0.050331436580529916, "val": 0.050331436580529916, "nan_batches": 0}, {"epoch": 591, "train": 0.046582916751503944, "val": 0.046582916751503944, "nan_batches": 0}, {"epoch": 592, "train": 0.04043736888302697, "val": 0.04043736888302697, "nan_batches": 0}, {"epoch": 593, "train": 0.03464258938199944, "val": 0.03464258938199944, "nan_batches": 0}, {"epoch": 594, "train": 0.04595791852032697, "val": 0.04595791852032697, "nan_batches": 0}, {"epoch": 595, "train": 0.03801281557038978, "val": 0.03801281557038978, "nan_batches": 0}, {"epoch": 596, "train": 0.22874756157398224, "val": 0.22874756157398224, "nan_batches": 0}, {"epoch": 597, "train": 0.04342132451495639, "val": 0.04342132451495639, "nan_batches": 0}, {"epoch": 598, "train": 0.04025192972686556, "val": 0.04025192972686556, "nan_batches": 0}, {"epoch": 599, "train": 0.04710922197059349, "val": 0.04710922197059349, "nan_batches": 0}]
|
results/runs/best_llama_f4_s0/metrics.json
ADDED
|
@@ -0,0 +1,651 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"model": "llama",
|
| 4 |
+
"seed": 0,
|
| 5 |
+
"split": "kfold",
|
| 6 |
+
"holdout": "",
|
| 7 |
+
"split_seed": 0,
|
| 8 |
+
"n_folds": 5,
|
| 9 |
+
"fold": 4,
|
| 10 |
+
"test_frac": 0.2,
|
| 11 |
+
"epochs": 600,
|
| 12 |
+
"batch": 8,
|
| 13 |
+
"lr": 0.0003,
|
| 14 |
+
"wd": 0.0001,
|
| 15 |
+
"d_model": 128,
|
| 16 |
+
"n_layers": 4,
|
| 17 |
+
"d_state": 16,
|
| 18 |
+
"dropout": 0.1,
|
| 19 |
+
"coupling": true,
|
| 20 |
+
"w_mono": 0.0,
|
| 21 |
+
"w_init": 0.0,
|
| 22 |
+
"w_smooth": 0.0,
|
| 23 |
+
"w_peak": 0.0,
|
| 24 |
+
"drop_features": [],
|
| 25 |
+
"norm_mode": "full",
|
| 26 |
+
"train_frac": 1.0,
|
| 27 |
+
"use_val": false,
|
| 28 |
+
"tag": "best_llama_f4_s0",
|
| 29 |
+
"device": "cuda"
|
| 30 |
+
},
|
| 31 |
+
"n_params": 822669,
|
| 32 |
+
"n_train": 27,
|
| 33 |
+
"n_val": 0,
|
| 34 |
+
"n_test": 6,
|
| 35 |
+
"train_ids": [
|
| 36 |
+
1,
|
| 37 |
+
2,
|
| 38 |
+
3,
|
| 39 |
+
5,
|
| 40 |
+
6,
|
| 41 |
+
7,
|
| 42 |
+
8,
|
| 43 |
+
9,
|
| 44 |
+
10,
|
| 45 |
+
11,
|
| 46 |
+
12,
|
| 47 |
+
14,
|
| 48 |
+
15,
|
| 49 |
+
16,
|
| 50 |
+
18,
|
| 51 |
+
20,
|
| 52 |
+
21,
|
| 53 |
+
22,
|
| 54 |
+
23,
|
| 55 |
+
61,
|
| 56 |
+
62,
|
| 57 |
+
64,
|
| 58 |
+
66,
|
| 59 |
+
67,
|
| 60 |
+
68,
|
| 61 |
+
69,
|
| 62 |
+
70
|
| 63 |
+
],
|
| 64 |
+
"val_ids": [],
|
| 65 |
+
"test_ids": [
|
| 66 |
+
4,
|
| 67 |
+
13,
|
| 68 |
+
17,
|
| 69 |
+
19,
|
| 70 |
+
63,
|
| 71 |
+
65
|
| 72 |
+
],
|
| 73 |
+
"best_val": 0.029516934727629025,
|
| 74 |
+
"nan_batches": 0,
|
| 75 |
+
"epochs_run": 600,
|
| 76 |
+
"wall_time_s": 206.1,
|
| 77 |
+
"per_target": {
|
| 78 |
+
"sigma": {
|
| 79 |
+
"n": 2406,
|
| 80 |
+
"r2": 0.7632623453398282,
|
| 81 |
+
"r2_log": NaN,
|
| 82 |
+
"mae": 0.9839651459058307,
|
| 83 |
+
"nmae": 0.16660589060984562,
|
| 84 |
+
"rmse": 2.873578284001604,
|
| 85 |
+
"bias": -0.765534272745169,
|
| 86 |
+
"y_std": 5.905944515551739,
|
| 87 |
+
"unit": "GPa",
|
| 88 |
+
"group": "macro"
|
| 89 |
+
},
|
| 90 |
+
"xi_BCC": {
|
| 91 |
+
"n": 1203,
|
| 92 |
+
"r2": 0.9132363303264117,
|
| 93 |
+
"r2_log": NaN,
|
| 94 |
+
"mae": 0.07453734532706223,
|
| 95 |
+
"nmae": 0.18545922899506548,
|
| 96 |
+
"rmse": 0.1183843863464751,
|
| 97 |
+
"bias": 0.0070485477420909395,
|
| 98 |
+
"y_std": 0.40190690822426234,
|
| 99 |
+
"unit": "vol.fr.",
|
| 100 |
+
"group": "phase"
|
| 101 |
+
},
|
| 102 |
+
"xi_FCC": {
|
| 103 |
+
"n": 1203,
|
| 104 |
+
"r2": 0.9394795338678558,
|
| 105 |
+
"r2_log": NaN,
|
| 106 |
+
"mae": 0.050043451370478234,
|
| 107 |
+
"nmae": 0.1532117903641308,
|
| 108 |
+
"rmse": 0.0803537591274485,
|
| 109 |
+
"bias": 0.018209436696871622,
|
| 110 |
+
"y_std": 0.32662924473072513,
|
| 111 |
+
"unit": "vol.fr.",
|
| 112 |
+
"group": "phase"
|
| 113 |
+
},
|
| 114 |
+
"xi_HCP": {
|
| 115 |
+
"n": 802,
|
| 116 |
+
"r2": 0.5497655868740812,
|
| 117 |
+
"r2_log": NaN,
|
| 118 |
+
"mae": 0.08087509878657925,
|
| 119 |
+
"nmae": 0.45106377125845754,
|
| 120 |
+
"rmse": 0.12030847473646698,
|
| 121 |
+
"bias": -0.07220737032007027,
|
| 122 |
+
"y_std": 0.17929859132986803,
|
| 123 |
+
"unit": "vol.fr.",
|
| 124 |
+
"group": "phase"
|
| 125 |
+
},
|
| 126 |
+
"xi_other": {
|
| 127 |
+
"n": 1203,
|
| 128 |
+
"r2": 0.5961710668771543,
|
| 129 |
+
"r2_log": NaN,
|
| 130 |
+
"mae": 0.04574406522793381,
|
| 131 |
+
"nmae": 0.4961335674565601,
|
| 132 |
+
"rmse": 0.05859153305432425,
|
| 133 |
+
"bias": 0.01720689004103259,
|
| 134 |
+
"y_std": 0.09220110919412647,
|
| 135 |
+
"unit": "vol.fr.",
|
| 136 |
+
"group": "phase"
|
| 137 |
+
},
|
| 138 |
+
"rho_total": {
|
| 139 |
+
"n": 1604,
|
| 140 |
+
"r2": 0.7911487135323249,
|
| 141 |
+
"r2_log": 0.7772341449451405,
|
| 142 |
+
"mae": 0.02035679177974846,
|
| 143 |
+
"nmae": 0.41600616510044314,
|
| 144 |
+
"rmse": 0.022362901197936023,
|
| 145 |
+
"bias": 0.015715845734696317,
|
| 146 |
+
"y_std": 0.048933870426736074,
|
| 147 |
+
"unit": "1e19 m^-2",
|
| 148 |
+
"group": "dislocation"
|
| 149 |
+
},
|
| 150 |
+
"rho_perfect": {
|
| 151 |
+
"n": 401,
|
| 152 |
+
"r2": 0.32298877616482247,
|
| 153 |
+
"r2_log": 0.3232822805705595,
|
| 154 |
+
"mae": 0.0004609435703250482,
|
| 155 |
+
"nmae": 0.6407468166355992,
|
| 156 |
+
"rmse": 0.0005919148538729912,
|
| 157 |
+
"bias": -0.00014478954471654968,
|
| 158 |
+
"y_std": 0.0007193848777046561,
|
| 159 |
+
"unit": "1e19 m^-2",
|
| 160 |
+
"group": "dislocation"
|
| 161 |
+
},
|
| 162 |
+
"rho_shockley": {
|
| 163 |
+
"n": 802,
|
| 164 |
+
"r2": 0.917956928533063,
|
| 165 |
+
"r2_log": 0.9204253210263276,
|
| 166 |
+
"mae": 0.010833404738860323,
|
| 167 |
+
"nmae": 0.2090060080602816,
|
| 168 |
+
"rmse": 0.01484660498751961,
|
| 169 |
+
"bias": 0.006848088325769218,
|
| 170 |
+
"y_std": 0.05183298240754758,
|
| 171 |
+
"unit": "1e19 m^-2",
|
| 172 |
+
"group": "dislocation"
|
| 173 |
+
},
|
| 174 |
+
"rho_stairrod": {
|
| 175 |
+
"n": 401,
|
| 176 |
+
"r2": 0.07844906050904465,
|
| 177 |
+
"r2_log": 0.08426175907680278,
|
| 178 |
+
"mae": 0.004534688475954696,
|
| 179 |
+
"nmae": 0.7152214220685814,
|
| 180 |
+
"rmse": 0.006086485847758717,
|
| 181 |
+
"bias": 0.003989624761969143,
|
| 182 |
+
"y_std": 0.006340258185834753,
|
| 183 |
+
"unit": "1e19 m^-2",
|
| 184 |
+
"group": "dislocation"
|
| 185 |
+
},
|
| 186 |
+
"rho_hirth": {
|
| 187 |
+
"n": 802,
|
| 188 |
+
"r2": 0.7256352977638454,
|
| 189 |
+
"r2_log": 0.7289005382269386,
|
| 190 |
+
"mae": 0.0016948077459219486,
|
| 191 |
+
"nmae": 0.35607360131548366,
|
| 192 |
+
"rmse": 0.0024931291808060812,
|
| 193 |
+
"bias": 0.0015488538433290238,
|
| 194 |
+
"y_std": 0.004759711867604409,
|
| 195 |
+
"unit": "1e19 m^-2",
|
| 196 |
+
"group": "dislocation"
|
| 197 |
+
},
|
| 198 |
+
"rho_other_disl": {
|
| 199 |
+
"n": 401,
|
| 200 |
+
"r2": -0.004383752670913621,
|
| 201 |
+
"r2_log": -0.004161167756968398,
|
| 202 |
+
"mae": 0.0018900455494037915,
|
| 203 |
+
"nmae": 0.9138346582585128,
|
| 204 |
+
"rmse": 0.002072786086770852,
|
| 205 |
+
"bias": 0.0017131385992218181,
|
| 206 |
+
"y_std": 0.002068257679136,
|
| 207 |
+
"unit": "1e19 m^-2",
|
| 208 |
+
"group": "dislocation"
|
| 209 |
+
},
|
| 210 |
+
"rho_112_111": {
|
| 211 |
+
"n": 401,
|
| 212 |
+
"r2": -14.136300325387374,
|
| 213 |
+
"r2_log": -3.9313494146677517,
|
| 214 |
+
"mae": 119.19492994851473,
|
| 215 |
+
"nmae": 3.759705600480463,
|
| 216 |
+
"rmse": 123.34280238270146,
|
| 217 |
+
"bias": 119.19492994851473,
|
| 218 |
+
"y_std": 31.70326153549961,
|
| 219 |
+
"unit": "1e19 m^-2",
|
| 220 |
+
"group": "dislocation"
|
| 221 |
+
},
|
| 222 |
+
"twin": {
|
| 223 |
+
"n": 401,
|
| 224 |
+
"r2": -3.0671165499244815,
|
| 225 |
+
"r2_log": -4.59836027748118,
|
| 226 |
+
"mae": 0.656355125577605,
|
| 227 |
+
"nmae": 1.7885758956910456,
|
| 228 |
+
"rmse": 0.7400734368198162,
|
| 229 |
+
"bias": -0.656355125577605,
|
| 230 |
+
"y_std": 0.36697079903562685,
|
| 231 |
+
"unit": "nm^-1",
|
| 232 |
+
"group": "twin"
|
| 233 |
+
}
|
| 234 |
+
},
|
| 235 |
+
"summary": {
|
| 236 |
+
"macro_r2": -0.81613130678418,
|
| 237 |
+
"macro_r2_primary": 0.2122781466990249,
|
| 238 |
+
"n_primary": 7,
|
| 239 |
+
"core_r2": 0.7772055294360765,
|
| 240 |
+
"median_r2": 0.5961710668771543,
|
| 241 |
+
"macro_r2_log": -0.7124708520075163,
|
| 242 |
+
"macro_nmae": 0.7885880320226517,
|
| 243 |
+
"n_targets_scored": 13
|
| 244 |
+
},
|
| 245 |
+
"decomp": {
|
| 246 |
+
"r2": 0.7632623453398282,
|
| 247 |
+
"level_oracle_r2": 0.47305176415676553,
|
| 248 |
+
"shape_r2": 0.6799224418491774,
|
| 249 |
+
"level_corr": 0.9929338134506726,
|
| 250 |
+
"level_mae_GPa": 0.8113044262167867,
|
| 251 |
+
"level_bias_GPa": -0.7655342727451696,
|
| 252 |
+
"n_samples": 6
|
| 253 |
+
},
|
| 254 |
+
"curve": {
|
| 255 |
+
"peak_rel_err_mean": 0.2067956228845399,
|
| 256 |
+
"peak_rel_err_median": 0.18107011713941062,
|
| 257 |
+
"curve_rmse_mean": 1.6411329472962184,
|
| 258 |
+
"curve_rmse_median": 0.7515480156878189,
|
| 259 |
+
"sig@0.02_rel_err_mean": 0.1931775107018895,
|
| 260 |
+
"sig@0.02_rel_err_median": 0.13082016804101976,
|
| 261 |
+
"sig@0.05_rel_err_mean": 0.16151258443014585,
|
| 262 |
+
"sig@0.05_rel_err_median": 0.1526913867775308,
|
| 263 |
+
"sig@0.1_rel_err_mean": 0.1079208858334831,
|
| 264 |
+
"sig@0.1_rel_err_median": 0.053533988560296814
|
| 265 |
+
},
|
| 266 |
+
"test_alloys": [
|
| 267 |
+
"Al0.1CoCrFeNi(Al2.4/Co24.4/Cr24.4/Fe24.4/Ni24.4 at%)",
|
| 268 |
+
"Al20.4Mo10.5Nb22.4Ta10.1Ti17.8Zr18.8",
|
| 269 |
+
"Fe2Ni2CrAl(Fe33.3/Ni33.3/Cr16.7/Al16.7 at%)",
|
| 270 |
+
"FeCoNiCr",
|
| 271 |
+
"HESA Fe35NiCrCoAl(tension)",
|
| 272 |
+
"MoNbTaW"
|
| 273 |
+
],
|
| 274 |
+
"normalizer": {
|
| 275 |
+
"static_mu": [
|
| 276 |
+
0.0,
|
| 277 |
+
0.0,
|
| 278 |
+
0.0,
|
| 279 |
+
0.0,
|
| 280 |
+
0.0,
|
| 281 |
+
0.0,
|
| 282 |
+
0.0,
|
| 283 |
+
0.0,
|
| 284 |
+
0.0,
|
| 285 |
+
0.0,
|
| 286 |
+
0.0,
|
| 287 |
+
0.0,
|
| 288 |
+
0.0,
|
| 289 |
+
0.0,
|
| 290 |
+
0.0,
|
| 291 |
+
0.0,
|
| 292 |
+
0.0,
|
| 293 |
+
0.0,
|
| 294 |
+
0.0,
|
| 295 |
+
0.0,
|
| 296 |
+
6.925185185185186,
|
| 297 |
+
3.6777777777777776,
|
| 298 |
+
1.3120444444444446,
|
| 299 |
+
-9.496296296296295,
|
| 300 |
+
12.185185185185183,
|
| 301 |
+
1.775222222222222,
|
| 302 |
+
66.4377777777778,
|
| 303 |
+
35.481481481481474,
|
| 304 |
+
1969.037037037037,
|
| 305 |
+
8.052592592592593,
|
| 306 |
+
394.2962962962963,
|
| 307 |
+
58670370370.37037,
|
| 308 |
+
-0.06172839506172839,
|
| 309 |
+
1.0634864066091234,
|
| 310 |
+
0.7638712010424593,
|
| 311 |
+
1.1863551599729107,
|
| 312 |
+
1.0060470411087015,
|
| 313 |
+
0.47712125471966244,
|
| 314 |
+
3.07117544481392,
|
| 315 |
+
0.0,
|
| 316 |
+
0.0,
|
| 317 |
+
0.0,
|
| 318 |
+
0.0,
|
| 319 |
+
0.0,
|
| 320 |
+
0.0,
|
| 321 |
+
0.0,
|
| 322 |
+
0.0,
|
| 323 |
+
0.0,
|
| 324 |
+
0.0,
|
| 325 |
+
0.0,
|
| 326 |
+
0.0,
|
| 327 |
+
0.0,
|
| 328 |
+
0.0,
|
| 329 |
+
0.0,
|
| 330 |
+
0.0,
|
| 331 |
+
0.0,
|
| 332 |
+
0.33471173474149263,
|
| 333 |
+
0.5449123805687829,
|
| 334 |
+
0.5997043449526158,
|
| 335 |
+
0.0,
|
| 336 |
+
0.0,
|
| 337 |
+
0.0,
|
| 338 |
+
0.0,
|
| 339 |
+
0.0,
|
| 340 |
+
0.0,
|
| 341 |
+
0.0,
|
| 342 |
+
0.0,
|
| 343 |
+
0.0,
|
| 344 |
+
0.0,
|
| 345 |
+
0.0,
|
| 346 |
+
0.0,
|
| 347 |
+
0.0,
|
| 348 |
+
0.0
|
| 349 |
+
],
|
| 350 |
+
"static_sd": [
|
| 351 |
+
1.0,
|
| 352 |
+
1.0,
|
| 353 |
+
1.0,
|
| 354 |
+
1.0,
|
| 355 |
+
1.0,
|
| 356 |
+
1.0,
|
| 357 |
+
1.0,
|
| 358 |
+
1.0,
|
| 359 |
+
1.0,
|
| 360 |
+
1.0,
|
| 361 |
+
1.0,
|
| 362 |
+
1.0,
|
| 363 |
+
1.0,
|
| 364 |
+
1.0,
|
| 365 |
+
1.0,
|
| 366 |
+
1.0,
|
| 367 |
+
1.0,
|
| 368 |
+
1.0,
|
| 369 |
+
1.0,
|
| 370 |
+
1.0,
|
| 371 |
+
1.3513049121891205,
|
| 372 |
+
2.221833299299599,
|
| 373 |
+
0.07720885735665944,
|
| 374 |
+
4.720442656697724,
|
| 375 |
+
1.4164911534946731,
|
| 376 |
+
0.0873122677449477,
|
| 377 |
+
27.366932511001817,
|
| 378 |
+
13.810490833582705,
|
| 379 |
+
458.8378622274355,
|
| 380 |
+
2.087492901017146,
|
| 381 |
+
233.85494313938935,
|
| 382 |
+
156083566921.13937,
|
| 383 |
+
0.3275678805289283,
|
| 384 |
+
0.3238124631527832,
|
| 385 |
+
0.17651422118051763,
|
| 386 |
+
0.33105780201507834,
|
| 387 |
+
0.10641215485869598,
|
| 388 |
+
0.24578996221632884,
|
| 389 |
+
0.6169539749459052,
|
| 390 |
+
1.0,
|
| 391 |
+
1.0,
|
| 392 |
+
1.0,
|
| 393 |
+
1.0,
|
| 394 |
+
1.0,
|
| 395 |
+
1.0,
|
| 396 |
+
1.0,
|
| 397 |
+
1.0,
|
| 398 |
+
1.0,
|
| 399 |
+
1.0,
|
| 400 |
+
1.0,
|
| 401 |
+
1.0,
|
| 402 |
+
1.0,
|
| 403 |
+
1.0,
|
| 404 |
+
1.0,
|
| 405 |
+
1.0,
|
| 406 |
+
1.0,
|
| 407 |
+
0.25014241789331804,
|
| 408 |
+
0.2610552864475782,
|
| 409 |
+
0.3172887627421027,
|
| 410 |
+
1.0,
|
| 411 |
+
1.0,
|
| 412 |
+
1.0,
|
| 413 |
+
1.0,
|
| 414 |
+
1.0,
|
| 415 |
+
1.0,
|
| 416 |
+
1.0,
|
| 417 |
+
1.0,
|
| 418 |
+
1.0,
|
| 419 |
+
1.0,
|
| 420 |
+
1.0,
|
| 421 |
+
1.0,
|
| 422 |
+
1.0,
|
| 423 |
+
1.0
|
| 424 |
+
],
|
| 425 |
+
"target_mu": [
|
| 426 |
+
3.9788787764570053,
|
| 427 |
+
0.0,
|
| 428 |
+
0.0,
|
| 429 |
+
0.0,
|
| 430 |
+
0.0,
|
| 431 |
+
1.0750666414480186,
|
| 432 |
+
0.40221622928700695,
|
| 433 |
+
1.1930277182102855,
|
| 434 |
+
0.5821303760902482,
|
| 435 |
+
0.8324041293339277,
|
| 436 |
+
0.5220744871192058,
|
| 437 |
+
1.0444452095090901,
|
| 438 |
+
1.031093795315102
|
| 439 |
+
],
|
| 440 |
+
"target_sd": [
|
| 441 |
+
3.134409669578706,
|
| 442 |
+
1.0,
|
| 443 |
+
1.0,
|
| 444 |
+
1.0,
|
| 445 |
+
1.0,
|
| 446 |
+
0.9409150134655252,
|
| 447 |
+
0.5576773247691056,
|
| 448 |
+
1.1333849703879133,
|
| 449 |
+
0.9780572416498333,
|
| 450 |
+
1.0520740644277522,
|
| 451 |
+
0.6602319031488855,
|
| 452 |
+
0.9477764865616789,
|
| 453 |
+
0.3814369030471149
|
| 454 |
+
],
|
| 455 |
+
"target_s0": [
|
| 456 |
+
1.0,
|
| 457 |
+
1.0,
|
| 458 |
+
1.0,
|
| 459 |
+
1.0,
|
| 460 |
+
1.0,
|
| 461 |
+
0.017478399999999998,
|
| 462 |
+
0.0005040025000000001,
|
| 463 |
+
0.008443345000000001,
|
| 464 |
+
0.00231267,
|
| 465 |
+
0.00141862,
|
| 466 |
+
0.003958075,
|
| 467 |
+
110.9745,
|
| 468 |
+
0.118416
|
| 469 |
+
],
|
| 470 |
+
"target_keys": [
|
| 471 |
+
"sigma",
|
| 472 |
+
"xi_BCC",
|
| 473 |
+
"xi_FCC",
|
| 474 |
+
"xi_HCP",
|
| 475 |
+
"xi_other",
|
| 476 |
+
"rho_total",
|
| 477 |
+
"rho_perfect",
|
| 478 |
+
"rho_shockley",
|
| 479 |
+
"rho_stairrod",
|
| 480 |
+
"rho_hirth",
|
| 481 |
+
"rho_other_disl",
|
| 482 |
+
"rho_112_111",
|
| 483 |
+
"twin"
|
| 484 |
+
],
|
| 485 |
+
"loss_w": [
|
| 486 |
+
0.1995623904404079,
|
| 487 |
+
1.1493896386398337,
|
| 488 |
+
2.072053241675019,
|
| 489 |
+
3.991247808808158,
|
| 490 |
+
3.991247808808158,
|
| 491 |
+
0.1995623904404079,
|
| 492 |
+
0.1995623904404079,
|
| 493 |
+
0.1995623904404079,
|
| 494 |
+
0.19956240233525402,
|
| 495 |
+
0.1995623904404079,
|
| 496 |
+
0.1995623904404079,
|
| 497 |
+
0.1995623904404079,
|
| 498 |
+
0.19956236665071997
|
| 499 |
+
]
|
| 500 |
+
},
|
| 501 |
+
"feature_names": [
|
| 502 |
+
"at_Al",
|
| 503 |
+
"at_Ti",
|
| 504 |
+
"at_Zr",
|
| 505 |
+
"at_Nb",
|
| 506 |
+
"at_Mo",
|
| 507 |
+
"at_Ta",
|
| 508 |
+
"at_V",
|
| 509 |
+
"at_Cr",
|
| 510 |
+
"at_Mn",
|
| 511 |
+
"at_Fe",
|
| 512 |
+
"at_Co",
|
| 513 |
+
"at_Ni",
|
| 514 |
+
"at_Cu",
|
| 515 |
+
"at_Hf",
|
| 516 |
+
"at_W",
|
| 517 |
+
"at_Re",
|
| 518 |
+
"at_Sc",
|
| 519 |
+
"at_Mg",
|
| 520 |
+
"at_Si",
|
| 521 |
+
"at_Sn",
|
| 522 |
+
"VEC",
|
| 523 |
+
"delta",
|
| 524 |
+
"rbar",
|
| 525 |
+
"dHmix",
|
| 526 |
+
"dSmix",
|
| 527 |
+
"chi",
|
| 528 |
+
"Mavg",
|
| 529 |
+
"dmu",
|
| 530 |
+
"Tm",
|
| 531 |
+
"rhomass",
|
| 532 |
+
"T0",
|
| 533 |
+
"strain_rate",
|
| 534 |
+
"eta",
|
| 535 |
+
"geom_L",
|
| 536 |
+
"geom_W",
|
| 537 |
+
"geom_H",
|
| 538 |
+
"geom_D",
|
| 539 |
+
"geom_AR",
|
| 540 |
+
"geom_volume_nm3",
|
| 541 |
+
"app_L",
|
| 542 |
+
"app_W",
|
| 543 |
+
"app_H",
|
| 544 |
+
"app_D",
|
| 545 |
+
"app_AR",
|
| 546 |
+
"app_V",
|
| 547 |
+
"init_xi_BCC",
|
| 548 |
+
"init_xi_FCC",
|
| 549 |
+
"init_xi_HCP",
|
| 550 |
+
"init_xi_other",
|
| 551 |
+
"init_d_perfect",
|
| 552 |
+
"init_d_shockley",
|
| 553 |
+
"init_d_stairrod",
|
| 554 |
+
"init_d_hirth",
|
| 555 |
+
"init_d_oth",
|
| 556 |
+
"init_d_112_111",
|
| 557 |
+
"init_d_100",
|
| 558 |
+
"orient_h",
|
| 559 |
+
"orient_k",
|
| 560 |
+
"orient_l",
|
| 561 |
+
"app_orient",
|
| 562 |
+
"shape_type=prism",
|
| 563 |
+
"shape_type=cylinder",
|
| 564 |
+
"crystalline=s",
|
| 565 |
+
"crystalline=p",
|
| 566 |
+
"ensemble=NPT",
|
| 567 |
+
"ensemble=NVT",
|
| 568 |
+
"ensemble=NVE",
|
| 569 |
+
"potential=EAM",
|
| 570 |
+
"potential=MEAM",
|
| 571 |
+
"potential=SNAP",
|
| 572 |
+
"load_mode=T",
|
| 573 |
+
"load_mode=C",
|
| 574 |
+
"load_mode=S"
|
| 575 |
+
],
|
| 576 |
+
"keep_mask": [
|
| 577 |
+
1.0,
|
| 578 |
+
1.0,
|
| 579 |
+
1.0,
|
| 580 |
+
1.0,
|
| 581 |
+
1.0,
|
| 582 |
+
1.0,
|
| 583 |
+
1.0,
|
| 584 |
+
1.0,
|
| 585 |
+
1.0,
|
| 586 |
+
1.0,
|
| 587 |
+
1.0,
|
| 588 |
+
1.0,
|
| 589 |
+
1.0,
|
| 590 |
+
1.0,
|
| 591 |
+
1.0,
|
| 592 |
+
1.0,
|
| 593 |
+
1.0,
|
| 594 |
+
1.0,
|
| 595 |
+
1.0,
|
| 596 |
+
1.0,
|
| 597 |
+
1.0,
|
| 598 |
+
1.0,
|
| 599 |
+
1.0,
|
| 600 |
+
1.0,
|
| 601 |
+
1.0,
|
| 602 |
+
1.0,
|
| 603 |
+
1.0,
|
| 604 |
+
1.0,
|
| 605 |
+
1.0,
|
| 606 |
+
1.0,
|
| 607 |
+
1.0,
|
| 608 |
+
1.0,
|
| 609 |
+
1.0,
|
| 610 |
+
1.0,
|
| 611 |
+
1.0,
|
| 612 |
+
1.0,
|
| 613 |
+
1.0,
|
| 614 |
+
1.0,
|
| 615 |
+
1.0,
|
| 616 |
+
1.0,
|
| 617 |
+
1.0,
|
| 618 |
+
1.0,
|
| 619 |
+
1.0,
|
| 620 |
+
1.0,
|
| 621 |
+
1.0,
|
| 622 |
+
1.0,
|
| 623 |
+
1.0,
|
| 624 |
+
1.0,
|
| 625 |
+
1.0,
|
| 626 |
+
1.0,
|
| 627 |
+
1.0,
|
| 628 |
+
1.0,
|
| 629 |
+
1.0,
|
| 630 |
+
1.0,
|
| 631 |
+
1.0,
|
| 632 |
+
1.0,
|
| 633 |
+
1.0,
|
| 634 |
+
1.0,
|
| 635 |
+
1.0,
|
| 636 |
+
1.0,
|
| 637 |
+
1.0,
|
| 638 |
+
1.0,
|
| 639 |
+
1.0,
|
| 640 |
+
1.0,
|
| 641 |
+
1.0,
|
| 642 |
+
1.0,
|
| 643 |
+
1.0,
|
| 644 |
+
1.0,
|
| 645 |
+
1.0,
|
| 646 |
+
1.0,
|
| 647 |
+
1.0,
|
| 648 |
+
1.0,
|
| 649 |
+
1.0
|
| 650 |
+
]
|
| 651 |
+
}
|
results/runs/best_llama_f4_s0/model.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8588e763c3de20ae2006d0e0656bd0ef86728ba18d8f898c3e4e88ce3ddfaafc
|
| 3 |
+
size 3321256
|
results/runs/best_llama_f4_s0/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b777be7f95404d0586408a4516df7c767e89826b754abae5a28983fc6d0c9e72
|
| 3 |
+
size 253503
|