📦 Upload EEGNetV4 model with config, weights, and training history

best_model_epoch_1.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:29e7accab5bf98fafac96d107f5e1f19fa541d7dfbfd5b86b777efa28c8a7d15
+oid sha256:837bdab33857840d78e5a95a7053cfbe0c63066a60c47a0490fe3bba9765a2b3
 size 20650

best_model_epoch_13.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7dcf77be4e077cec7f9a90a74ea9826a1d46e54071d2df9ecc6bff3054f275a1
+size 20675

best_model_epoch_2.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c82da253a93041dff71e974f7fa92419a2f270e4afd3e54bee97a02e5b26c6ea
+oid sha256:719f97f210b51234c08ae10f0582260f93af221137021f96221e50be4375485e
 size 20650

best_model_epoch_20.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41cdf5d69b3ea2544bd8600c4b31378c95c7ca7892f896d03bb06408a409203d
+size 20675

best_model_epoch_4.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:044efb9c58ee5f35600051f95ca8d4be5f48e799035ea883786fbba3f914e3e6
+oid sha256:ede0acf26efe21cb3d4aea77dfa8cba4aea63148cdc5adb314d516dd97b8c42e
 size 20650

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:66bd63534f4de14907bc31a397875aef712b3e7180d0dc0bf0f359922a3a610b
+oid sha256:03a1fa9feb6bae46f534d81ee839736f1871b9fcde3fc759a336a6e9a8fdece1
 size 20525

training_history.json

@@ -1,182 +1,254 @@
 {
     "train_loss": [
-        0.5292794097358987,
-        0.5101840066683412,
-        0.5009484241556494,
-        0.4943323888841187,
-        0.48242910139265754,
-        0.4531810662279976,
-        0.41026957010591686,
-        0.3771495607175221,
-        0.34621665493672443,
-        0.3143324555545746,
-        0.2881009250498371,
-        0.26742344650995353,
-        0.24995355498057795,
-        0.23754637475439583,
-        0.22731540437830833,
-        0.2178793419678806,
-        0.21297501320779436,
-        0.19384371185286461,
-        0.1856340911838785,
-        0.1840922550868391,
-        0.18033734603400592,
-        0.1765162649997898,
-        0.17246552713024366,
-        0.1683604440264235,
-        0.16695824126930306,
-        0.16449324477690985,
-        0.15364339141295366,
-        0.1514353819037349
+        0.5288945240365502,
+        0.5107429452651597,
+        0.5018064561512081,
+        0.4916549316295095,
+        0.4684800686330337,
+        0.43343417261073164,
+        0.4071745062950505,
+        0.3881623405766845,
+        0.3700592574826605,
+        0.3540998539949269,
+        0.3387302862552308,
+        0.32028720064661054,
+        0.2986536889484513,
+        0.2786190133615898,
+        0.2605331015399025,
+        0.24499767244380422,
+        0.2369476211089328,
+        0.22764012875088815,
+        0.2156446769621115,
+        0.21135483692571833,
+        0.2054516205973327,
+        0.1997184630710841,
+        0.1926865886787537,
+        0.18591215401163091,
+        0.18283189705465916,
+        0.1742564907277678,
+        0.1721412664430499,
+        0.1646557394298126,
+        0.16098621797383691,
+        0.14514351850840537,
+        0.14211732753203124,
+        0.13887064935915522,
+        0.13753861811988277,
+        0.1330908576827114,
+        0.13270722347637937,
+        0.13101942429493502,
+        0.12509405392385387,
+        0.12748362991511678,
+        0.11759783051321933,
+        0.11707487400908849
     ],
     "train_accuracy": [
-        0.4275491949910555,
-        0.6127700564194303,
-        0.6632723269574791,
-        0.7161139397275355,
-        0.7414338791798541,
-        0.7224439245906151,
+        0.43731938901885237,
+        0.6178615659832117,
+        0.6759322966836384,
+        0.732626943718178,
+        0.7396449704142012,
+        0.7152882895280033,
         0.7103343883308105,
-        0.7104719966973992,
-        0.7456997385441034,
-        0.7627631760011009,
-        0.7814779138571625,
-        0.801568735379111,
-        0.8143663134718591,
-        0.8296408421632036,
-        0.8350075684601623,
-        0.8454658043209027,
-        0.8498692720517408,
-        0.8801431127012522,
-        0.8861978808311546,
-        0.8892252648961056,
-        0.8941791660932985,
-        0.8981698087243705,
-        0.9017476262556764,
-        0.9053254437869822,
-        0.9049126186872162,
-        0.9080776111187561,
-        0.9210127975780927,
-        0.9229393147103344
+        0.717214806660245,
+        0.7228567496903812,
+        0.7334525939177102,
+        0.7412962708132654,
+        0.7597357919361497,
+        0.7836796477225816,
+        0.8091371955414889,
+        0.8378973441585248,
+        0.8457410210540801,
+        0.8483555800192651,
+        0.8563368652814091,
+        0.8588138158800055,
+        0.8634925003440209,
+        0.8662446676757947,
+        0.8666574927755607,
+        0.8746387780377047,
+        0.881106371267373,
+        0.8867483142975093,
+        0.8922526489610568,
+        0.8915646071281134,
+        0.9054630521535709,
+        0.9089032613182881,
+        0.9300949497729462,
+        0.9321590752717765,
+        0.9400027521673318,
+        0.9369753681023806,
+        0.9453694784642906,
+        0.9426173111325169,
+        0.9472959955965322,
+        0.9501857712948947,
+        0.9463327370304114,
+        0.9594055318563368,
+        0.9594055318563368
     ],
     "val_accuracy": [
-        0.2707240293809024,
-        0.49737670514165794,
-        0.17156348373557187,
+        0.39769150052465896,
+        0.5157397691500525,
+        0.11962224554039874,
         0.318205666316894,
-        0.4981636935991606,
-        0.18651626442812172,
-        0.12434417628541448,
-        0.641395592864638,
-        0.42707240293809023,
+        0.3008919202518363,
+        0.1322140608604407,
+        0.11175236096537251,
+        0.1621196222455404,
+        0.1794333683105981,
         0.11096537250786988,
-        0.42707240293809023,
-        0.46379853095487933,
+        0.11096537250786988,
+        0.11122770199370409,
+        0.4926547743966422,
+        0.46196222455403985,
+        0.35729275970619095,
         0.46196222455403985,
+        0.3426023084994753,
         0.46196222455403985,
-        0.425498426023085,
+        0.3218782791185729,
+        0.4498950682056663,
         0.46196222455403985,
+        0.4669464847848898,
         0.46196222455403985,
+        0.46038824763903463,
         0.46196222455403985,
-        0.31610703043022037,
-        0.385099685204617,
+        0.31715634837355716,
+        0.49763903462749215,
         0.46196222455403985,
-        0.2969569779643232,
-        0.2673137460650577,
-        0.45750262329485836,
+        0.4682581322140609,
+        0.25472193074501576,
         0.46196222455403985,
-        0.41002098635886675,
-        0.3210912906610703,
-        0.372507869884575
+        0.39611752360965374,
+        0.4661594963273872,
+        0.46222455403987406,
+        0.3517838405036726,
+        0.46563483735571876,
+        0.3879853095487933,
+        0.4666841552990556,
+        0.4420251836306401,
+        0.467208814270724
     ],
     "val_precision": [
-        0.39009362212447707,
-        0.5924498848549482,
-        0.3377796401052215,
-        0.5137676094581421,
-        0.333232580255481,
-        0.3169575010762798,
-        0.32570553726510315,
-        0.7627787755408311,
-        0.14235746764603008,
+        0.42637819652883313,
+        0.452088730340737,
+        0.346549328367353,
+        0.5646780470842722,
+        0.5855149303839966,
+        0.29517900497128985,
+        0.37035092325194713,
+        0.5609216049467125,
+        0.22360249880042815,
         0.03698845750262329,
-        0.14235746764603008,
-        0.8209373631187035,
-        0.15398740818467996,
-        0.15398740818467996,
-        0.1420564021720091,
-        0.15398740818467996,
-        0.15398740818467996,
+        0.03698845750262329,
+        0.1037037037037037,
+        0.2577282642656129,
+        0.15524993387992594,
+        0.2546411951342449,
         0.15398740818467996,
-        0.1438136593585185,
-        0.1850574712643678,
+        0.24838711004451505,
+        0.15864864864864867,
+        0.20994004681947945,
+        0.3741451902048467,
+        0.4948576675849403,
+        0.3477136318919661,
+        0.1553320984387404,
+        0.19299291318653503,
         0.15398740818467996,
-        0.15381720430107526,
-        0.1645350679789045,
-        0.1541589322018916,
+        0.22511894031430027,
+        0.2704597669835908,
         0.15398740818467996,
-        0.13904456898852416,
-        0.20844381006669668,
-        0.17517539097015958
+        0.2172469041416544,
+        0.21844248987225642,
+        0.1542706964520368,
+        0.21824021575717878,
+        0.6548812664907652,
+        0.35401453462919186,
+        0.3349270435317435,
+        0.21058680745190847,
+        0.29880064217941527,
+        0.29214919899633274,
+        0.2717442323227916,
+        0.2640602150537634
     ],
     "val_recall": [
-        0.3205807997935295,
-        0.38217778060650215,
-        0.38063063063063063,
-        0.41983372645049405,
-        0.44208037825059104,
-        0.3893850330020543,
-        0.34377559377559375,
-        0.4895391744045194,
+        0.32426294074052237,
+        0.37591021407035036,
+        0.3112932755543941,
+        0.4391217876393127,
+        0.4223584685453546,
+        0.3499180999180999,
+        0.3339475839475839,
+        0.368591499839461,
+        0.3692749809771086,
         0.3333333333333333,
         0.3333333333333333,
+        0.33352261972364183,
+        0.451876284563225,
         0.3333333333333333,
-        0.33534985662645234,
+        0.36846168807276497,
         0.3333333333333333,
+        0.4453895339393183,
         0.3333333333333333,
-        0.3321048321048321,
+        0.23646055843670832,
+        0.4635879334400484,
+        0.33336426096221666,
+        0.33799677794567057,
         0.3333333333333333,
+        0.34776474252352324,
         0.3333333333333333,
+        0.23888326145566352,
+        0.46924364648820044,
         0.3333333333333333,
-        0.24610544414633004,
-        0.3000166032534005,
+        0.3678129904162018,
+        0.3619275399876363,
         0.3333333333333333,
-        0.23040095229192334,
-        0.20511470894775838,
-        0.3301154646980882,
-        0.3333333333333333,
-        0.32002457002457,
-        0.23811948854538292,
-        0.29015766579650737
+        0.3459189363444682,
+        0.34010896776854227,
+        0.33356901116696686,
+        0.40888291159232476,
+        0.3497542633067661,
+        0.28984556688532914,
+        0.3475177304964539,
+        0.3205712681862597,
+        0.3490937746256895
     ],
     "val_f1": [
-        0.22988151993046022,
-        0.3169179785043587,
-        0.15380764337121075,
-        0.32660769619015456,
-        0.3533982115757581,
-        0.17038770258031757,
-        0.08768285537136589,
-        0.47480891222304794,
-        0.1995098039215686,
+        0.27157816292427994,
+        0.3030853081133943,
+        0.09422229831273597,
+        0.3062386632791879,
+        0.2611670486889885,
+        0.09944071010116957,
+        0.06786140225011851,
+        0.14054930889443484,
+        0.1606585445076331,
         0.0665879574970484,
-        0.1995098039215686,
-        0.2149437713480726,
-        0.21065853220886419,
-        0.21065853220886419,
-        0.19899398846767266,
-        0.21065853220886419,
-        0.21065853220886419,
+        0.0665879574970484,
+        0.06704416761041902,
+        0.32819053027210426,
+        0.21183688199206063,
+        0.2824647451685225,
         0.21065853220886419,
-        0.16917413668690204,
-        0.19534987921113553,
+        0.2760160741169781,
+        0.21497894158579015,
+        0.2167362534790539,
+        0.3500702819634385,
+        0.21834102812420456,
+        0.23547398942654552,
+        0.211913357400722,
+        0.24257207026548688,
         0.21065853220886419,
-        0.1710595696922134,
-        0.17550483772677908,
-        0.2101711255724271,
+        0.23066963242409455,
+        0.34310160171578574,
         0.21065853220886419,
-        0.19386046511627908,
-        0.22131287558512572,
-        0.1910794301730586
+        0.2649823697320983,
+        0.21644830691520914,
+        0.21092346388789074,
+        0.248052031156868,
+        0.22475883097703334,
+        0.2118329772906974,
+        0.34940438964995746,
+        0.2421386855825011,
+        0.24526090084753527,
+        0.23803089259164156,
+        0.2358034405085402,
+        0.24051989741229818
     ]
 }