(feat)Origin: add trained model for orgin script
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Origin.ipynb
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Origin.ipynb
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data/notebook1/qccnn_metrics.csv
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data/notebook1/qccnn_metrics.csv
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BIN
data/notebook1/qccnn_weights.pt
Normal file
BIN
data/notebook1/qccnn_weights.pt
Normal file
Binary file not shown.
301
data/notebook1/random_qccnn_metrics.csv
Normal file
301
data/notebook1/random_qccnn_metrics.csv
Normal file
@ -0,0 +1,301 @@
|
||||
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217,218,0.76525,0.7545362903225806,0.641946748971939,0.663229928862664
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218,219,0.759875,0.751008064516129,0.6410156943798065,0.6790805785886703
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219,220,0.76,0.7484879032258065,0.6424972369670868,0.6616327435739578
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220,221,0.7605,0.751008064516129,0.6389381773471833,0.6645574127474139
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221,222,0.763125,0.7515120967741935,0.6390037200450898,0.6623315830384532
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222,223,0.761,0.7570564516129032,0.6397264943122863,0.6680223576484188
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223,224,0.76425,0.7520161290322581,0.6378453469276428,0.6630678580653283
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224,225,0.763875,0.7520161290322581,0.6382321789264679,0.662065879952523
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225,226,0.762,0.7479838709677419,0.639366191625595,0.661988039170542
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226,227,0.765,0.7525201612903226,0.6383702094554902,0.6641764746558282
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227,228,0.763125,0.751008064516129,0.6380119869709014,0.6607372049362429
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228,229,0.759375,0.7520161290322581,0.6383262400627137,0.6545132811992399
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229,230,0.764375,0.7555443548387096,0.6372324013710022,0.6568373855083219
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231,232,0.76475,0.7515120967741935,0.6373440618515015,0.6574311083362948
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232,233,0.768,0.7555443548387096,0.6352594494819641,0.6599096617391033
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233,234,0.7635,0.7464717741935484,0.6361170980930329,0.6795821391767071
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235,236,0.765,0.7535282258064516,0.6348738882541657,0.6552178427096336
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236,237,0.762625,0.7520161290322581,0.6365966260433197,0.6692352737149885
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237,238,0.7645,0.7449596774193549,0.6336214027404785,0.688425297698667
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238,239,0.76525,0.7560483870967742,0.6345989825725555,0.6607512629801228
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239,240,0.7625,0.7479838709677419,0.6337947535514832,0.65921801136386
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240,241,0.764,0.7515120967741935,0.6340638983249665,0.6573365686401245
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241,242,0.767,0.7535282258064516,0.6342987337112427,0.6604504883289337
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242,243,0.768,0.7444556451612904,0.6332927324771881,0.671097691020658
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243,244,0.76475,0.7520161290322581,0.6348397693634034,0.6558002243118901
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244,245,0.76675,0.7474798387096774,0.632552001953125,0.6722479366487072
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245,246,0.768,0.748991935483871,0.6314238250255585,0.6594607532024384
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246,247,0.764875,0.7444556451612904,0.6325469689369202,0.6605463912410121
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247,248,0.7655,0.7525201612903226,0.6310685338973999,0.6538672639477637
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248,249,0.766,0.7570564516129032,0.6316399626731872,0.6516222578863944
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249,250,0.766125,0.7515120967741935,0.6315728986263275,0.6539699367938503
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250,251,0.764625,0.7479838709677419,0.6300767264366149,0.6660763275238776
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251,252,0.768375,0.7525201612903226,0.6311213612556458,0.6618637481043416
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252,253,0.764375,0.75,0.6319745321273804,0.6553429893908962
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253,254,0.765125,0.7484879032258065,0.6321416351795196,0.6639243306652192
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254,255,0.765125,0.7424395161290323,0.6311585788726807,0.6792801503212221
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255,256,0.766125,0.7575604838709677,0.6310848982334137,0.6525870225121898
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256,257,0.767625,0.7520161290322581,0.6288257777690888,0.6681103860178301
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257,258,0.7655,0.7550403225806451,0.6306543848514556,0.659768590042668
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258,259,0.764,0.7555443548387096,0.6302573113441468,0.6550669179808709
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259,260,0.769125,0.7580645161290323,0.6280254762172699,0.6525000554900016
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260,261,0.76875,0.7540322580645161,0.6282578265666962,0.6584180526195034
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261,262,0.76775,0.7560483870967742,0.6287466604709625,0.6528177463239239
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262,263,0.770375,0.7409274193548387,0.6289410617351532,0.6700733111750695
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263,264,0.76825,0.7515120967741935,0.628407103061676,0.6540230772187633
|
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264,265,0.7675,0.7520161290322581,0.630276577949524,0.6641475250644069
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265,266,0.767875,0.7530241935483871,0.6273887372016906,0.6583489189224858
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266,267,0.76625,0.7535282258064516,0.6282406325340271,0.6604514862260511
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267,268,0.76925,0.7535282258064516,0.6271086316108704,0.6536620384262454
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268,269,0.76825,0.7469758064516129,0.6269893596172332,0.6587162335072795
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269,270,0.767125,0.7479838709677419,0.6261151025295257,0.6642194390296936
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270,271,0.768,0.7545362903225806,0.62709636926651,0.659077537636603
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271,272,0.767875,0.7575604838709677,0.626769639968872,0.6581989363316567
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272,273,0.768625,0.7570564516129032,0.6237564489841462,0.6504895312170829
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273,274,0.767875,0.7540322580645161,0.6259858434200287,0.6550556219393208
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274,275,0.76925,0.7565524193548387,0.6264045915603638,0.6529571308243659
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275,276,0.768375,0.7605846774193549,0.6264821493625641,0.6480650353816247
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276,277,0.767375,0.7585685483870968,0.6253943295478821,0.6529869091126227
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277,278,0.768,0.7585685483870968,0.6250380325317383,0.6509808676858102
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278,279,0.77225,0.7560483870967742,0.6249497833251954,0.652328065326137
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279,280,0.768375,0.7610887096774194,0.6253566663265229,0.6481388095886477
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||||
280,281,0.769,0.7631048387096774,0.6269658114910126,0.6511666505567489
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281,282,0.77225,0.7615927419354839,0.6219663026332856,0.6503843261349586
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||||
282,283,0.768375,0.7530241935483871,0.6239040396213531,0.6559025366460124
|
||||
283,284,0.773125,0.7565524193548387,0.6230207705497741,0.6521498032154576
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||||
284,285,0.77225,0.7575604838709677,0.6224600894451141,0.6498911640336437
|
||||
285,286,0.772375,0.7535282258064516,0.6230463716983795,0.6594464038648913
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||||
286,287,0.772125,0.7454637096774194,0.623299633026123,0.6596774737681111
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||||
287,288,0.7705,0.7575604838709677,0.6226675305366516,0.6503997896948168
|
||||
288,289,0.771875,0.7615927419354839,0.6228007516860962,0.6582970378860351
|
||||
289,290,0.769,0.7610887096774194,0.6228819963932037,0.6468615512694081
|
||||
290,291,0.77075,0.7560483870967742,0.6219233012199402,0.6543603664444338
|
||||
291,292,0.770125,0.7570564516129032,0.6231648538112641,0.6516289316838787
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||||
292,293,0.772625,0.7555443548387096,0.6210650091171265,0.6526086061231552
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||||
293,294,0.7735,0.7580645161290323,0.6205819368362426,0.650269466061746
|
||||
294,295,0.76975,0.7600806451612904,0.6209871962070465,0.6479213949172727
|
||||
295,296,0.770125,0.7565524193548387,0.6204864876270294,0.6524337001385228
|
||||
296,297,0.76875,0.7464717741935484,0.622816385269165,0.6591307309366041
|
||||
297,298,0.771375,0.7585685483870968,0.620723108291626,0.647264729584417
|
||||
298,299,0.768625,0.7580645161290323,0.621616400718689,0.6502204921937758
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||||
299,300,0.7725,0.7555443548387096,0.6198663051128388,0.6479197202190277
|
||||
|
BIN
data/notebook1/random_qccnn_weights.pt
Normal file
BIN
data/notebook1/random_qccnn_weights.pt
Normal file
Binary file not shown.
301
data/notebook1/vgg_metrics.csv
Normal file
301
data/notebook1/vgg_metrics.csv
Normal file
@ -0,0 +1,301 @@
|
||||
,epoch,train_acc,valid_acc,train_loss,valid_loss
|
||||
0,1,0.0995,0.10181451612903226,2.3033302383422853,2.3030303062931186
|
||||
1,2,0.0995,0.10181451612903226,2.303280780792236,2.3030023113373788
|
||||
2,3,0.0995,0.10181451612903226,2.30323024559021,2.3029847452717442
|
||||
3,4,0.0995,0.10181451612903226,2.303187427520752,2.302971862977551
|
||||
4,5,0.0995,0.10181451612903226,2.30314341545105,2.3029510667247157
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||||
5,6,0.0995,0.10181451612903226,2.3031010646820067,2.3029229717869915
|
||||
6,7,0.10075,0.10181451612903226,2.303043140411377,2.302880379461473
|
||||
7,8,0.0995,0.10181451612903226,2.3029542407989503,2.302804546971475
|
||||
8,9,0.169625,0.1900201612903226,2.302795280456543,2.302608290026265
|
||||
9,10,0.181375,0.1502016129032258,2.302428815841675,2.3021061189713015
|
||||
10,11,0.1415,0.13407258064516128,2.3015930118560792,2.3010473482070433
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||||
11,12,0.146375,0.15625,2.300165609359741,2.299487590789795
|
||||
12,13,0.1695,0.1779233870967742,2.2982847080230715,2.2974084038888254
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||||
13,14,0.1845,0.18901209677419356,2.2956929054260256,2.294281505769299
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||||
14,15,0.19,0.19203629032258066,2.291839344024658,2.2898345993411158
|
||||
15,16,0.192125,0.1930443548387097,2.2870863304138185,2.2850470542907715
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||||
16,17,0.193375,0.1930443548387097,2.282415168762207,2.280608146421371
|
||||
17,18,0.193625,0.1935483870967742,2.278021848678589,2.276408556968935
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||||
18,19,0.194,0.1935483870967742,2.2738016204833986,2.2723076112808718
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||||
19,20,0.194375,0.1935483870967742,2.269676498413086,2.268297872235698
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||||
20,21,0.195,0.19506048387096775,2.265618368148804,2.2643322175548923
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||||
21,22,0.195125,0.19506048387096775,2.2616006031036378,2.26040837072557
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||||
22,23,0.201,0.22227822580645162,2.257629972457886,2.2566005337622856
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||||
23,24,0.24025,0.2595766129032258,2.253726215362549,2.2527187562757924
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||||
24,25,0.266,0.2716733870967742,2.249884832382202,2.248988920642484
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||||
25,26,0.2735,0.2782258064516129,2.2461287040710447,2.2453607282330914
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||||
26,27,0.276875,0.28024193548387094,2.2424540672302244,2.2417818730877292
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||||
27,28,0.279625,0.2807459677419355,2.238836585998535,2.238202871814851
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||||
28,29,0.27975,0.28225806451612906,2.235247465133667,2.234735042818131
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||||
29,30,0.282125,0.2867943548387097,2.2317108325958253,2.2312716284105854
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||||
30,31,0.288625,0.2933467741935484,2.2282184009552,2.227867664829377
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||||
31,32,0.294375,0.29788306451612906,2.224746337890625,2.2245531697427072
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||||
32,33,0.302,0.3074596774193548,2.221302886962891,2.221149706071423
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||||
33,34,0.314625,0.31502016129032256,2.217811601638794,2.217756471326274
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||||
34,35,0.322625,0.31955645161290325,2.214352705001831,2.2143301194713962
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||||
35,36,0.331875,0.33014112903225806,2.210871843338013,2.210900091355847
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||||
36,37,0.339625,0.3382056451612903,2.207341203689575,2.207591364460607
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||||
37,38,0.347375,0.34274193548387094,2.2037849979400637,2.203967909659109
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||||
38,39,0.353125,0.3477822580645161,2.2002215805053713,2.200467494226271
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||||
39,40,0.357,0.3487903225806452,2.1966008605957033,2.1969395376020864
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||||
40,41,0.36025,0.35231854838709675,2.192959394454956,2.1933540528820408
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||||
41,42,0.36475,0.35735887096774194,2.189233148574829,2.1897248760346444
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||||
42,43,0.37525,0.3795362903225806,2.1854942417144776,2.1860098300441617
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||||
43,44,0.3985,0.39264112903225806,2.181738254547119,2.1823976193704913
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||||
44,45,0.413625,0.4097782258064516,2.177900360107422,2.1785948507247435
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||||
45,46,0.4225,0.4153225806451613,2.1740651988983153,2.1748489795192594
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||||
46,47,0.429,0.4223790322580645,2.1701923904418945,2.17103910446167
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||||
47,48,0.432,0.4284274193548387,2.1663309383392333,2.1672753672445975
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||||
48,49,0.4375,0.4269153225806452,2.162472625732422,2.1636108659928843
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||||
49,50,0.4395,0.43044354838709675,2.158574415206909,2.1598097355135026
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||||
50,51,0.441875,0.4309475806451613,2.154718957901001,2.15606705604061
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||||
51,52,0.444125,0.4334677419354839,2.150855842590332,2.1523475570063435
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||||
52,53,0.446,0.4380040322580645,2.1470391368865966,2.148479030978295
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||||
53,54,0.448125,0.4440524193548387,2.1432049808502196,2.1447043418884277
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||||
54,55,0.44975,0.44506048387096775,2.1394456577301026,2.141103159996771
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||||
55,56,0.45075,0.44556451612903225,2.13566650390625,2.137500424538889
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||||
56,57,0.453,0.4536290322580645,2.131935413360596,2.1337623673100627
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||||
57,58,0.45625,0.45413306451612906,2.128258867263794,2.1302450318490305
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||||
58,59,0.46225,0.4576612903225806,2.124609836578369,2.1266657306301977
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||||
59,60,0.469125,0.47076612903225806,2.1209666213989258,2.123108317775111
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||||
60,61,0.480875,0.47681451612903225,2.1174135150909423,2.1197073536534465
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||||
61,62,0.49075,0.48185483870967744,2.1138208408355714,2.1162060460736676
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||||
62,63,0.495,0.4899193548387097,2.1103023529052733,2.112825462895055
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||||
63,64,0.500125,0.49294354838709675,2.1068694820404055,2.10949279415992
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||||
64,65,0.5045,0.4964717741935484,2.103405839920044,2.106172646245649
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||||
65,66,0.507375,0.49798387096774194,2.100044828414917,2.10290361988929
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66,67,0.5085,0.49848790322580644,2.0966753063201904,2.099669587227606
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||||
67,68,0.51,0.4994959677419355,2.0933472385406495,2.0963903627087994
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68,69,0.510125,0.501008064516129,2.090071887969971,2.0933285605522896
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||||
69,70,0.510875,0.5030241935483871,2.0868466033935547,2.09009317428835
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70,71,0.511625,0.5050403225806451,2.0836267976760863,2.087082693653722
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71,72,0.512625,0.5045362903225806,2.0804565725326536,2.0838709800474104
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72,73,0.5125,0.5070564516129032,2.07728790473938,2.080854792748728
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73,74,0.512125,0.5060483870967742,2.0741932706832884,2.0780083825511317
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74,75,0.512625,0.5055443548387096,2.071190423965454,2.075061482767905
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75,76,0.513375,0.5065524193548387,2.0681148014068604,2.071955261691924
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76,77,0.513625,0.5070564516129032,2.06514581489563,2.0689816013459237
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77,78,0.514375,0.5080645161290323,2.0621290788650515,2.066269017034961
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78,79,0.514625,0.5095766129032258,2.059246515274048,2.0633910586757045
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79,80,0.515,0.5095766129032258,2.056347867012024,2.0606711256888604
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||||
80,81,0.516125,0.5085685483870968,2.053501456260681,2.057646028457149
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||||
81,82,0.516,0.5090725806451613,2.050653263092041,2.0549588472612443
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||||
82,83,0.51675,0.5095766129032258,2.047853454589844,2.0521688999668246
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||||
83,84,0.517,0.5090725806451613,2.0451527013778685,2.0494664176817863
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||||
84,85,0.517875,0.5090725806451613,2.0423651418685913,2.046797790834981
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||||
85,86,0.517875,0.5090725806451613,2.039641347885132,2.044162392616272
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||||
86,87,0.518,0.5090725806451613,2.0369901733398437,2.0414689164007864
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||||
87,88,0.519625,0.5095766129032258,2.034280005455017,2.0391380479258876
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||||
88,89,0.51925,0.5090725806451613,2.0316727113723756,2.036460622664421
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||||
89,90,0.51925,0.5100806451612904,2.02905343914032,2.033752202987671
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265,266,0.70925,0.6965725806451613,1.8043585577011108,1.809743861998281
|
||||
266,267,0.7115,0.6975806451612904,1.8031038789749145,1.8087585664564563
|
||||
267,268,0.714,0.7001008064516129,1.8022650938034057,1.8080125431860647
|
||||
268,269,0.716,0.7036290322580645,1.8014152870178222,1.8073816645529963
|
||||
269,270,0.71625,0.7081653225806451,1.8005511474609375,1.8062219427477928
|
||||
270,271,0.71925,0.7096774193548387,1.799468626022339,1.8054555616071146
|
||||
271,272,0.721375,0.7101814516129032,1.7987190608978272,1.8045711671152422
|
||||
272,273,0.722375,0.7142137096774194,1.7976363697052002,1.8036681952015046
|
||||
273,274,0.723875,0.7157258064516129,1.7968129949569702,1.803092348960138
|
||||
274,275,0.725625,0.717741935483871,1.7959946384429932,1.801944463483749
|
||||
275,276,0.7265,0.7152217741935484,1.7951112985610962,1.8012368986683507
|
||||
276,277,0.72825,0.7192540322580645,1.7943692979812622,1.8003819873256068
|
||||
277,278,0.72875,0.7202620967741935,1.7934247903823852,1.7995319635637346
|
||||
278,279,0.730125,0.719758064516129,1.7925035257339477,1.7988351814208492
|
||||
279,280,0.731375,0.7212701612903226,1.7918061208724976,1.7981514238542127
|
||||
280,281,0.7335,0.7202620967741935,1.790686381340027,1.7974803024722683
|
||||
281,282,0.73475,0.7217741935483871,1.7900797567367555,1.7966040026757024
|
||||
282,283,0.734375,0.7268145161290323,1.7890074348449707,1.795646063743099
|
||||
283,284,0.73425,0.7237903225806451,1.788481442451477,1.7948999212634178
|
||||
284,285,0.735375,0.7268145161290323,1.787364465713501,1.794190595226903
|
||||
285,286,0.7355,0.7263104838709677,1.7866179761886596,1.793145106684777
|
||||
286,287,0.7365,0.7273185483870968,1.7858894300460815,1.7925298406231789
|
||||
287,288,0.738375,0.7258064516129032,1.7850471267700194,1.7917033510823404
|
||||
288,289,0.737125,0.7273185483870968,1.7840259895324706,1.7910927649467223
|
||||
289,290,0.73875,0.7273185483870968,1.7833623142242432,1.790597419584951
|
||||
290,291,0.739625,0.7298387096774194,1.7827039489746093,1.7896722978161228
|
||||
291,292,0.74,0.7298387096774194,1.7818437910079956,1.7889057820843113
|
||||
292,293,0.74125,0.7303427419354839,1.781021198272705,1.7881776171345865
|
||||
293,294,0.740875,0.7323588709677419,1.7803919897079468,1.787574368138467
|
||||
294,295,0.741625,0.7273185483870968,1.779467924118042,1.7865679802433136
|
||||
295,296,0.742625,0.7303427419354839,1.7787973155975343,1.78585700450405
|
||||
296,297,0.74225,0.7303427419354839,1.7778736333847045,1.7852955402866486
|
||||
297,298,0.743125,0.7298387096774194,1.7771362056732178,1.7847821212583972
|
||||
298,299,0.743875,0.7308467741935484,1.776354743003845,1.7838571110079366
|
||||
299,300,0.743875,0.7323588709677419,1.7756936492919921,1.7830702258694557
|
||||
|
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data/notebook1/vgg_weights.pt
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data/notebook1/vgg_weights.pt
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Loading…
Reference in New Issue
Block a user