{
 "Accuracy": 72.09,
 "Time": [
  518.6650156620061,
  64.59132686433988
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize",
  "BadColor",
  "BadSharpness",
  "BadContrast",
  "BadBrightness"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.2043893337249756,
   "val_loss": 2.2902684211730957,
   "acc": 15.22,
   "time": 533.9478079770051,
   "param": [
    {
     "p": 0.05805926397442818,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1186944991350174,
     "m": 1.0
    },
    {
     "p": 0.09193537384271622,
     "m": 1.0
    },
    {
     "p": 0.09275707602500916,
     "m": 1.0
    },
    {
     "p": 0.04739929363131523,
     "m": 1.0
    },
    {
     "p": 0.04845558851957321,
     "m": 1.0
    },
    {
     "p": 0.05328267067670822,
     "m": 1.0
    },
    {
     "p": 0.03981976956129074,
     "m": 1.0
    },
    {
     "p": 0.07716835290193558,
     "m": 1.0
    },
    {
     "p": 0.12168038636445999,
     "m": 1.0
    },
    {
     "p": 0.03285962715744972,
     "m": 1.0
    },
    {
     "p": 0.10535281896591187,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07372727245092392,
     "m": 1.0
    },
    {
     "p": 0.03880799561738968,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.2292287349700928,
   "val_loss": 2.1223714351654053,
   "acc": 22.36,
   "time": 537.4389918579836,
   "param": [
    {
     "p": 0.015851691365242004,
     "m": 1.0
    },
    {
     "p": 0.016415275633335114,
     "m": 1.0
    },
    {
     "p": 0.12832917273044586,
     "m": 1.0
    },
    {
     "p": 0.08441112190485,
     "m": 1.0
    },
    {
     "p": 0.07379404455423355,
     "m": 1.0
    },
    {
     "p": 0.039207540452480316,
     "m": 1.0
    },
    {
     "p": 0.04163149744272232,
     "m": 1.0
    },
    {
     "p": 0.057894714176654816,
     "m": 1.0
    },
    {
     "p": 0.04523869976401329,
     "m": 1.0
    },
    {
     "p": 0.015591095201671124,
     "m": 1.0
    },
    {
     "p": 0.07455907762050629,
     "m": 1.0
    },
    {
     "p": 0.052310772240161896,
     "m": 1.0
    },
    {
     "p": 0.06728806346654892,
     "m": 1.0
    },
    {
     "p": 0.033456701785326004,
     "m": 1.0
    },
    {
     "p": 0.060526419430971146,
     "m": 1.0
    },
    {
     "p": 0.10569610446691513,
     "m": 1.0
    },
    {
     "p": 0.05604197829961777,
     "m": 1.0
    },
    {
     "p": 0.03175605461001396,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.1173055171966553,
   "val_loss": 1.9474259614944458,
   "acc": 29.78,
   "time": 532.811073910998,
   "param": [
    {
     "p": 0.049196768552064896,
     "m": 1.0
    },
    {
     "p": 0.07246000319719315,
     "m": 1.0
    },
    {
     "p": 0.07324431836605072,
     "m": 1.0
    },
    {
     "p": 0.05415228381752968,
     "m": 1.0
    },
    {
     "p": 0.07329508662223816,
     "m": 1.0
    },
    {
     "p": 0.050652530044317245,
     "m": 1.0
    },
    {
     "p": 0.07429728657007217,
     "m": 1.0
    },
    {
     "p": 0.04547405615448952,
     "m": 1.0
    },
    {
     "p": 0.06870291382074356,
     "m": 1.0
    },
    {
     "p": 0.047949060797691345,
     "m": 1.0
    },
    {
     "p": 0.04104349762201309,
     "m": 1.0
    },
    {
     "p": 0.049828000366687775,
     "m": 1.0
    },
    {
     "p": 0.05262245982885361,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09829786419868469,
     "m": 1.0
    },
    {
     "p": 0.08434037864208221,
     "m": 1.0
    },
    {
     "p": 0.035832811146974564,
     "m": 1.0
    },
    {
     "p": 0.028610607609152794,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.1263389587402344,
   "val_loss": 1.9653987884521484,
   "acc": 31.96,
   "time": 233.24172528801137,
   "param": [
    {
     "p": 0.07336738705635071,
     "m": 1.0
    },
    {
     "p": 0.05008934065699577,
     "m": 1.0
    },
    {
     "p": 0.05843867361545563,
     "m": 1.0
    },
    {
     "p": 0.0592038668692112,
     "m": 1.0
    },
    {
     "p": 0.051501452922821045,
     "m": 1.0
    },
    {
     "p": 0.05322584882378578,
     "m": 1.0
    },
    {
     "p": 0.05291428789496422,
     "m": 1.0
    },
    {
     "p": 0.06978119164705276,
     "m": 1.0
    },
    {
     "p": 0.029396628960967064,
     "m": 1.0
    },
    {
     "p": 0.08467485755681992,
     "m": 1.0
    },
    {
     "p": 0.05294692888855934,
     "m": 1.0
    },
    {
     "p": 0.0631822943687439,
     "m": 1.0
    },
    {
     "p": 0.048510193824768066,
     "m": 1.0
    },
    {
     "p": 0.017341336235404015,
     "m": 1.0
    },
    {
     "p": 0.057529181241989136,
     "m": 1.0
    },
    {
     "p": 0.09497668594121933,
     "m": 1.0
    },
    {
     "p": 0.0488714836537838,
     "m": 1.0
    },
    {
     "p": 0.03404824808239937,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 2.1523332595825195,
   "val_loss": 1.8086901903152466,
   "acc": 36.53,
   "time": 224.731363798026,
   "param": [
    {
     "p": 0.05087839066982269,
     "m": 1.0
    },
    {
     "p": 0.039010416716337204,
     "m": 1.0
    },
    {
     "p": 0.06838653981685638,
     "m": 1.0
    },
    {
     "p": 0.04865773394703865,
     "m": 1.0
    },
    {
     "p": 0.05594971030950546,
     "m": 1.0
    },
    {
     "p": 0.05642375349998474,
     "m": 1.0
    },
    {
     "p": 0.08330897986888885,
     "m": 1.0
    },
    {
     "p": 0.07884333282709122,
     "m": 1.0
    },
    {
     "p": 0.06874766200780869,
     "m": 1.0
    },
    {
     "p": 0.052486784756183624,
     "m": 1.0
    },
    {
     "p": 0.037527862936258316,
     "m": 1.0
    },
    {
     "p": 0.07719668745994568,
     "m": 1.0
    },
    {
     "p": 0.046671148389577866,
     "m": 1.0
    },
    {
     "p": 0.04565070942044258,
     "m": 1.0
    },
    {
     "p": 0.0732656940817833,
     "m": 1.0
    },
    {
     "p": 0.059853628277778625,
     "m": 1.0
    },
    {
     "p": 0.029604321345686913,
     "m": 1.0
    },
    {
     "p": 0.02753664180636406,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 2.0146450996398926,
   "val_loss": 1.8256632089614868,
   "acc": 38.82,
   "time": 531.9675352810009,
   "param": [
    {
     "p": 0.07780834287405014,
     "m": 1.0
    },
    {
     "p": 0.05381977558135986,
     "m": 1.0
    },
    {
     "p": 0.07331138104200363,
     "m": 1.0
    },
    {
     "p": 0.0433138832449913,
     "m": 1.0
    },
    {
     "p": 0.04330729320645332,
     "m": 1.0
    },
    {
     "p": 0.07054874300956726,
     "m": 1.0
    },
    {
     "p": 0.0605650320649147,
     "m": 1.0
    },
    {
     "p": 0.05581981688737869,
     "m": 1.0
    },
    {
     "p": 0.049043841660022736,
     "m": 1.0
    },
    {
     "p": 0.0632667988538742,
     "m": 1.0
    },
    {
     "p": 0.04425104334950447,
     "m": 1.0
    },
    {
     "p": 0.07545444369316101,
     "m": 1.0
    },
    {
     "p": 0.05445391684770584,
     "m": 1.0
    },
    {
     "p": 0.03561388701200485,
     "m": 1.0
    },
    {
     "p": 0.05265438184142113,
     "m": 1.0
    },
    {
     "p": 0.0791299045085907,
     "m": 1.0
    },
    {
     "p": 0.044577840715646744,
     "m": 1.0
    },
    {
     "p": 0.023059623315930367,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 2.1002981662750244,
   "val_loss": 1.7477549314498901,
   "acc": 39.05,
   "time": 533.2364263329946,
   "param": [
    {
     "p": 0.06998078525066376,
     "m": 1.0
    },
    {
     "p": 0.04947162792086601,
     "m": 1.0
    },
    {
     "p": 0.07486540079116821,
     "m": 1.0
    },
    {
     "p": 0.06458043307065964,
     "m": 1.0
    },
    {
     "p": 0.05789821594953537,
     "m": 1.0
    },
    {
     "p": 0.04673297703266144,
     "m": 1.0
    },
    {
     "p": 0.06802269071340561,
     "m": 1.0
    },
    {
     "p": 0.052666906267404556,
     "m": 1.0
    },
    {
     "p": 0.06799852102994919,
     "m": 1.0
    },
    {
     "p": 0.08248702436685562,
     "m": 1.0
    },
    {
     "p": 0.04396548867225647,
     "m": 1.0
    },
    {
     "p": 0.05712407827377319,
     "m": 1.0
    },
    {
     "p": 0.05786760523915291,
     "m": 1.0
    },
    {
     "p": 0.031158678233623505,
     "m": 1.0
    },
    {
     "p": 0.05149441957473755,
     "m": 1.0
    },
    {
     "p": 0.07076987624168396,
     "m": 1.0
    },
    {
     "p": 0.03211972117424011,
     "m": 1.0
    },
    {
     "p": 0.020795471966266632,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 2.019563913345337,
   "val_loss": 1.7183398008346558,
   "acc": 38.72,
   "time": 537.7537751909986,
   "param": [
    {
     "p": 0.0520368255674839,
     "m": 1.0
    },
    {
     "p": 0.015842905268073082,
     "m": 1.0
    },
    {
     "p": 0.10565460473299026,
     "m": 1.0
    },
    {
     "p": 0.041377659887075424,
     "m": 1.0
    },
    {
     "p": 0.02742673270404339,
     "m": 1.0
    },
    {
     "p": 0.06281322240829468,
     "m": 1.0
    },
    {
     "p": 0.06959007680416107,
     "m": 1.0
    },
    {
     "p": 0.06614410877227783,
     "m": 1.0
    },
    {
     "p": 0.06352308392524719,
     "m": 1.0
    },
    {
     "p": 0.07984321564435959,
     "m": 1.0
    },
    {
     "p": 0.0489811897277832,
     "m": 1.0
    },
    {
     "p": 0.06968452781438828,
     "m": 1.0
    },
    {
     "p": 0.04425385594367981,
     "m": 1.0
    },
    {
     "p": 0.04444609582424164,
     "m": 1.0
    },
    {
     "p": 0.022061631083488464,
     "m": 1.0
    },
    {
     "p": 0.1026863306760788,
     "m": 1.0
    },
    {
     "p": 0.04877830296754837,
     "m": 1.0
    },
    {
     "p": 0.03485565260052681,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.8620432615280151,
   "val_loss": 1.6695549488067627,
   "acc": 43.21,
   "time": 538.610452221008,
   "param": [
    {
     "p": 0.07932458072900772,
     "m": 1.0
    },
    {
     "p": 0.04939660802483559,
     "m": 1.0
    },
    {
     "p": 0.048000164330005646,
     "m": 1.0
    },
    {
     "p": 0.05914342775940895,
     "m": 1.0
    },
    {
     "p": 0.03617436811327934,
     "m": 1.0
    },
    {
     "p": 0.030681051313877106,
     "m": 1.0
    },
    {
     "p": 0.06410269439220428,
     "m": 1.0
    },
    {
     "p": 0.024707969278097153,
     "m": 1.0
    },
    {
     "p": 0.06003113463521004,
     "m": 1.0
    },
    {
     "p": 0.06481920182704926,
     "m": 1.0
    },
    {
     "p": 0.05905848741531372,
     "m": 1.0
    },
    {
     "p": 0.07895378768444061,
     "m": 1.0
    },
    {
     "p": 0.08094125986099243,
     "m": 1.0
    },
    {
     "p": 0.03619534149765968,
     "m": 1.0
    },
    {
     "p": 0.0859292596578598,
     "m": 1.0
    },
    {
     "p": 0.09432796388864517,
     "m": 1.0
    },
    {
     "p": 0.016429495066404343,
     "m": 1.0
    },
    {
     "p": 0.03178323432803154,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.9383188486099243,
   "val_loss": 1.5816088914871216,
   "acc": 42.73,
   "time": 535.1656208740023,
   "param": [
    {
     "p": 0.096354179084301,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.054315898567438126,
     "m": 1.0
    },
    {
     "p": 0.07362619042396545,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1322765052318573,
     "m": 1.0
    },
    {
     "p": 0.06237347796559334,
     "m": 1.0
    },
    {
     "p": 0.08188913017511368,
     "m": 1.0
    },
    {
     "p": 0.14352025091648102,
     "m": 1.0
    },
    {
     "p": 0.03562384098768234,
     "m": 1.0
    },
    {
     "p": 0.023432087153196335,
     "m": 1.0
    },
    {
     "p": 0.034278783947229385,
     "m": 1.0
    },
    {
     "p": 0.04934317618608475,
     "m": 1.0
    },
    {
     "p": 0.03706210106611252,
     "m": 1.0
    },
    {
     "p": 0.0732003003358841,
     "m": 1.0
    },
    {
     "p": 0.09811285138130188,
     "m": 1.0
    },
    {
     "p": 0.004591223318129778,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 2.0025148391723633,
   "val_loss": 1.5716098546981812,
   "acc": 44.41,
   "time": 532.453143391991,
   "param": [
    {
     "p": 0.041347842663526535,
     "m": 1.0
    },
    {
     "p": 0.02860289439558983,
     "m": 1.0
    },
    {
     "p": 0.055499520152807236,
     "m": 1.0
    },
    {
     "p": 0.04855608567595482,
     "m": 1.0
    },
    {
     "p": 0.000260749802691862,
     "m": 1.0
    },
    {
     "p": 0.1001780778169632,
     "m": 1.0
    },
    {
     "p": 0.034287285059690475,
     "m": 1.0
    },
    {
     "p": 0.07426562905311584,
     "m": 1.0
    },
    {
     "p": 0.06299939751625061,
     "m": 1.0
    },
    {
     "p": 0.08243339508771896,
     "m": 1.0
    },
    {
     "p": 0.041878022253513336,
     "m": 1.0
    },
    {
     "p": 0.0917351022362709,
     "m": 1.0
    },
    {
     "p": 0.06695099920034409,
     "m": 1.0
    },
    {
     "p": 0.09578128159046173,
     "m": 1.0
    },
    {
     "p": 0.06167968735098839,
     "m": 1.0
    },
    {
     "p": 0.09626821428537369,
     "m": 1.0
    },
    {
     "p": 0.017033282667398453,
     "m": 1.0
    },
    {
     "p": 0.0002425193233648315,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.7697772979736328,
   "val_loss": 1.4475693702697754,
   "acc": 46.28,
   "time": 532.9346089339815,
   "param": [
    {
     "p": 0.06252066045999527,
     "m": 1.0
    },
    {
     "p": 0.029041480273008347,
     "m": 1.0
    },
    {
     "p": 0.06414908170700073,
     "m": 1.0
    },
    {
     "p": 0.052872687578201294,
     "m": 1.0
    },
    {
     "p": 0.009071233682334423,
     "m": 1.0
    },
    {
     "p": 0.053367119282484055,
     "m": 1.0
    },
    {
     "p": 0.0765315517783165,
     "m": 1.0
    },
    {
     "p": 0.05765137821435928,
     "m": 1.0
    },
    {
     "p": 0.08651159703731537,
     "m": 1.0
    },
    {
     "p": 0.045552559196949005,
     "m": 1.0
    },
    {
     "p": 0.05901358649134636,
     "m": 1.0
    },
    {
     "p": 0.04810594767332077,
     "m": 1.0
    },
    {
     "p": 0.09781095385551453,
     "m": 1.0
    },
    {
     "p": 0.04206625372171402,
     "m": 1.0
    },
    {
     "p": 0.08058851957321167,
     "m": 1.0
    },
    {
     "p": 0.05393315851688385,
     "m": 1.0
    },
    {
     "p": 0.030063875019550323,
     "m": 1.0
    },
    {
     "p": 0.051148321479558945,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.887044906616211,
   "val_loss": 1.6580952405929565,
   "acc": 43.98,
   "time": 538.9043992900115,
   "param": [
    {
     "p": 0.0696672797203064,
     "m": 1.0
    },
    {
     "p": 0.014637862332165241,
     "m": 1.0
    },
    {
     "p": 0.05101824924349785,
     "m": 1.0
    },
    {
     "p": 0.03838197514414787,
     "m": 1.0
    },
    {
     "p": 0.032172612845897675,
     "m": 1.0
    },
    {
     "p": 0.08097149431705475,
     "m": 1.0
    },
    {
     "p": 0.06314337998628616,
     "m": 1.0
    },
    {
     "p": 0.03059220127761364,
     "m": 1.0
    },
    {
     "p": 0.07409510761499405,
     "m": 1.0
    },
    {
     "p": 0.0948433205485344,
     "m": 1.0
    },
    {
     "p": 0.09623205661773682,
     "m": 1.0
    },
    {
     "p": 0.07755643129348755,
     "m": 1.0
    },
    {
     "p": 0.07335983961820602,
     "m": 1.0
    },
    {
     "p": 0.00980291422456503,
     "m": 1.0
    },
    {
     "p": 0.06632471829652786,
     "m": 1.0
    },
    {
     "p": 0.10665084421634674,
     "m": 1.0
    },
    {
     "p": 0.007663085591048002,
     "m": 1.0
    },
    {
     "p": 0.012886758893728256,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.8528945446014404,
   "val_loss": 1.537695050239563,
   "acc": 47.7,
   "time": 532.0747719730134,
   "param": [
    {
     "p": 0.06972795724868774,
     "m": 1.0
    },
    {
     "p": 0.025087259709835052,
     "m": 1.0
    },
    {
     "p": 0.07017234712839127,
     "m": 1.0
    },
    {
     "p": 0.05878264829516411,
     "m": 1.0
    },
    {
     "p": 0.00702342065051198,
     "m": 1.0
    },
    {
     "p": 0.05895410105586052,
     "m": 1.0
    },
    {
     "p": 0.06105203181505203,
     "m": 1.0
    },
    {
     "p": 0.07700058817863464,
     "m": 1.0
    },
    {
     "p": 0.06899482756853104,
     "m": 1.0
    },
    {
     "p": 0.07957922667264938,
     "m": 1.0
    },
    {
     "p": 0.07459723949432373,
     "m": 1.0
    },
    {
     "p": 0.041807953268289566,
     "m": 1.0
    },
    {
     "p": 0.08145168423652649,
     "m": 1.0
    },
    {
     "p": 0.051967840641736984,
     "m": 1.0
    },
    {
     "p": 0.0413690060377121,
     "m": 1.0
    },
    {
     "p": 0.07575264573097229,
     "m": 1.0
    },
    {
     "p": 0.022580794990062714,
     "m": 1.0
    },
    {
     "p": 0.034098464995622635,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.725909948348999,
   "val_loss": 1.468568205833435,
   "acc": 47.99,
   "time": 527.3043588199944,
   "param": [
    {
     "p": 0.0797477662563324,
     "m": 1.0
    },
    {
     "p": 0.044361699372529984,
     "m": 1.0
    },
    {
     "p": 0.05663969740271568,
     "m": 1.0
    },
    {
     "p": 0.06250718235969543,
     "m": 1.0
    },
    {
     "p": 0.03128044307231903,
     "m": 1.0
    },
    {
     "p": 0.06203462556004524,
     "m": 1.0
    },
    {
     "p": 0.04080270603299141,
     "m": 1.0
    },
    {
     "p": 0.06169305741786957,
     "m": 1.0
    },
    {
     "p": 0.04958309605717659,
     "m": 1.0
    },
    {
     "p": 0.05885171517729759,
     "m": 1.0
    },
    {
     "p": 0.06580393761396408,
     "m": 1.0
    },
    {
     "p": 0.05123446509242058,
     "m": 1.0
    },
    {
     "p": 0.06478377431631088,
     "m": 1.0
    },
    {
     "p": 0.049048542976379395,
     "m": 1.0
    },
    {
     "p": 0.06857052445411682,
     "m": 1.0
    },
    {
     "p": 0.06723680347204208,
     "m": 1.0
    },
    {
     "p": 0.04873853921890259,
     "m": 1.0
    },
    {
     "p": 0.03708140552043915,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.8477685451507568,
   "val_loss": 1.412018895149231,
   "acc": 48.88,
   "time": 535.2364460870158,
   "param": [
    {
     "p": 0.07376903295516968,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07193353027105331,
     "m": 1.0
    },
    {
     "p": 0.0489131435751915,
     "m": 1.0
    },
    {
     "p": 0.01297320332378149,
     "m": 1.0
    },
    {
     "p": 0.0407831147313118,
     "m": 1.0
    },
    {
     "p": 0.06084912642836571,
     "m": 1.0
    },
    {
     "p": 0.047982629388570786,
     "m": 1.0
    },
    {
     "p": 0.02974240854382515,
     "m": 1.0
    },
    {
     "p": 0.08386047184467316,
     "m": 1.0
    },
    {
     "p": 0.08083417266607285,
     "m": 1.0
    },
    {
     "p": 0.10818416625261307,
     "m": 1.0
    },
    {
     "p": 0.10656753927469254,
     "m": 1.0
    },
    {
     "p": 0.04009989649057388,
     "m": 1.0
    },
    {
     "p": 0.05845383554697037,
     "m": 1.0
    },
    {
     "p": 0.08404815196990967,
     "m": 1.0
    },
    {
     "p": 0.02385690063238144,
     "m": 1.0
    },
    {
     "p": 0.02714863419532776,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.8571134805679321,
   "val_loss": 1.4523277282714844,
   "acc": 50.93,
   "time": 536.5248673709866,
   "param": [
    {
     "p": 0.07247402518987656,
     "m": 1.0
    },
    {
     "p": 0.015493907034397125,
     "m": 1.0
    },
    {
     "p": 0.07865971326828003,
     "m": 1.0
    },
    {
     "p": 0.054683443158864975,
     "m": 1.0
    },
    {
     "p": 0.01521533727645874,
     "m": 1.0
    },
    {
     "p": 0.05127103626728058,
     "m": 1.0
    },
    {
     "p": 0.06037778779864311,
     "m": 1.0
    },
    {
     "p": 0.04153773561120033,
     "m": 1.0
    },
    {
     "p": 0.04132611304521561,
     "m": 1.0
    },
    {
     "p": 0.07856730371713638,
     "m": 1.0
    },
    {
     "p": 0.06701312959194183,
     "m": 1.0
    },
    {
     "p": 0.06459274888038635,
     "m": 1.0
    },
    {
     "p": 0.07940195500850677,
     "m": 1.0
    },
    {
     "p": 0.05756203830242157,
     "m": 1.0
    },
    {
     "p": 0.06704394519329071,
     "m": 1.0
    },
    {
     "p": 0.06721103936433792,
     "m": 1.0
    },
    {
     "p": 0.06695303320884705,
     "m": 1.0
    },
    {
     "p": 0.02061571180820465,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.846591591835022,
   "val_loss": 1.370024561882019,
   "acc": 50.53,
   "time": 536.7809560050082,
   "param": [
    {
     "p": 0.04322143271565437,
     "m": 1.0
    },
    {
     "p": 0.044435303658246994,
     "m": 1.0
    },
    {
     "p": 0.08350244164466858,
     "m": 1.0
    },
    {
     "p": 0.054511554539203644,
     "m": 1.0
    },
    {
     "p": 0.03610534220933914,
     "m": 1.0
    },
    {
     "p": 0.06890188157558441,
     "m": 1.0
    },
    {
     "p": 0.06948617845773697,
     "m": 1.0
    },
    {
     "p": 0.038630492985248566,
     "m": 1.0
    },
    {
     "p": 0.0598047599196434,
     "m": 1.0
    },
    {
     "p": 0.04595859721302986,
     "m": 1.0
    },
    {
     "p": 0.054148007184267044,
     "m": 1.0
    },
    {
     "p": 0.08519889414310455,
     "m": 1.0
    },
    {
     "p": 0.08666606992483139,
     "m": 1.0
    },
    {
     "p": 0.05775904655456543,
     "m": 1.0
    },
    {
     "p": 0.06627573072910309,
     "m": 1.0
    },
    {
     "p": 0.0510580837726593,
     "m": 1.0
    },
    {
     "p": 0.026240764185786247,
     "m": 1.0
    },
    {
     "p": 0.028095468878746033,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.871883511543274,
   "val_loss": 1.4101824760437012,
   "acc": 50.68,
   "time": 533.7058327980048,
   "param": [
    {
     "p": 0.047634903341531754,
     "m": 1.0
    },
    {
     "p": 0.03081381693482399,
     "m": 1.0
    },
    {
     "p": 0.05231122300028801,
     "m": 1.0
    },
    {
     "p": 0.07038366794586182,
     "m": 1.0
    },
    {
     "p": 0.03568084165453911,
     "m": 1.0
    },
    {
     "p": 0.05653587356209755,
     "m": 1.0
    },
    {
     "p": 0.08534350246191025,
     "m": 1.0
    },
    {
     "p": 0.0597543939948082,
     "m": 1.0
    },
    {
     "p": 0.05169336497783661,
     "m": 1.0
    },
    {
     "p": 0.06511655449867249,
     "m": 1.0
    },
    {
     "p": 0.04879120737314224,
     "m": 1.0
    },
    {
     "p": 0.06986352056264877,
     "m": 1.0
    },
    {
     "p": 0.07544024288654327,
     "m": 1.0
    },
    {
     "p": 0.026151619851589203,
     "m": 1.0
    },
    {
     "p": 0.05262082442641258,
     "m": 1.0
    },
    {
     "p": 0.06084086745977402,
     "m": 1.0
    },
    {
     "p": 0.06332831084728241,
     "m": 1.0
    },
    {
     "p": 0.04769529774785042,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.7557016611099243,
   "val_loss": 1.4009921550750732,
   "acc": 50.62,
   "time": 531.8711601870018,
   "param": [
    {
     "p": 0.07382112741470337,
     "m": 1.0
    },
    {
     "p": 0.009894889779388905,
     "m": 1.0
    },
    {
     "p": 0.03157307207584381,
     "m": 1.0
    },
    {
     "p": 0.06677229702472687,
     "m": 1.0
    },
    {
     "p": 0.03592359274625778,
     "m": 1.0
    },
    {
     "p": 0.061224352568387985,
     "m": 1.0
    },
    {
     "p": 0.06601008772850037,
     "m": 1.0
    },
    {
     "p": 0.05843575298786163,
     "m": 1.0
    },
    {
     "p": 0.042511191219091415,
     "m": 1.0
    },
    {
     "p": 0.06836046278476715,
     "m": 1.0
    },
    {
     "p": 0.0982138067483902,
     "m": 1.0
    },
    {
     "p": 0.08065290749073029,
     "m": 1.0
    },
    {
     "p": 0.10158523172140121,
     "m": 1.0
    },
    {
     "p": 0.035821232944726944,
     "m": 1.0
    },
    {
     "p": 0.05816061422228813,
     "m": 1.0
    },
    {
     "p": 0.07019083946943283,
     "m": 1.0
    },
    {
     "p": 0.022583745419979095,
     "m": 1.0
    },
    {
     "p": 0.018264856189489365,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.8502932786941528,
   "val_loss": 1.42095947265625,
   "acc": 53.53,
   "time": 528.39035310701,
   "param": [
    {
     "p": 0.05654442310333252,
     "m": 1.0
    },
    {
     "p": 0.0413094162940979,
     "m": 1.0
    },
    {
     "p": 0.07760749012231827,
     "m": 1.0
    },
    {
     "p": 0.06389035284519196,
     "m": 1.0
    },
    {
     "p": 0.030179645866155624,
     "m": 1.0
    },
    {
     "p": 0.042417608201503754,
     "m": 1.0
    },
    {
     "p": 0.05011405423283577,
     "m": 1.0
    },
    {
     "p": 0.07010727375745773,
     "m": 1.0
    },
    {
     "p": 0.04476069286465645,
     "m": 1.0
    },
    {
     "p": 0.060718949884176254,
     "m": 1.0
    },
    {
     "p": 0.059652917087078094,
     "m": 1.0
    },
    {
     "p": 0.07101047784090042,
     "m": 1.0
    },
    {
     "p": 0.0774519070982933,
     "m": 1.0
    },
    {
     "p": 0.04859249293804169,
     "m": 1.0
    },
    {
     "p": 0.058521632105112076,
     "m": 1.0
    },
    {
     "p": 0.04909709468483925,
     "m": 1.0
    },
    {
     "p": 0.059517573565244675,
     "m": 1.0
    },
    {
     "p": 0.03850606456398964,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.7513220310211182,
   "val_loss": 1.3154045343399048,
   "acc": 53.85,
   "time": 540.297424421995,
   "param": [
    {
     "p": 0.07224168628454208,
     "m": 1.0
    },
    {
     "p": 0.03788396716117859,
     "m": 1.0
    },
    {
     "p": 0.05201142653822899,
     "m": 1.0
    },
    {
     "p": 0.05284155532717705,
     "m": 1.0
    },
    {
     "p": 0.0395074263215065,
     "m": 1.0
    },
    {
     "p": 0.046197790652513504,
     "m": 1.0
    },
    {
     "p": 0.07486341148614883,
     "m": 1.0
    },
    {
     "p": 0.05607560649514198,
     "m": 1.0
    },
    {
     "p": 0.04883042350411415,
     "m": 1.0
    },
    {
     "p": 0.064491406083107,
     "m": 1.0
    },
    {
     "p": 0.051292043179273605,
     "m": 1.0
    },
    {
     "p": 0.06662358343601227,
     "m": 1.0
    },
    {
     "p": 0.07256120443344116,
     "m": 1.0
    },
    {
     "p": 0.05671325698494911,
     "m": 1.0
    },
    {
     "p": 0.06525834649801254,
     "m": 1.0
    },
    {
     "p": 0.06384825706481934,
     "m": 1.0
    },
    {
     "p": 0.03931524232029915,
     "m": 1.0
    },
    {
     "p": 0.039443448185920715,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.785134196281433,
   "val_loss": 1.3237159252166748,
   "acc": 53.82,
   "time": 534.9703767169849,
   "param": [
    {
     "p": 0.07823087275028229,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.053809717297554016,
     "m": 1.0
    },
    {
     "p": 0.06167725473642349,
     "m": 1.0
    },
    {
     "p": 0.03801477327942848,
     "m": 1.0
    },
    {
     "p": 0.06609126180410385,
     "m": 1.0
    },
    {
     "p": 0.07301077991724014,
     "m": 1.0
    },
    {
     "p": 0.05138665437698364,
     "m": 1.0
    },
    {
     "p": 0.08038776367902756,
     "m": 1.0
    },
    {
     "p": 0.058334313333034515,
     "m": 1.0
    },
    {
     "p": 0.06622996181249619,
     "m": 1.0
    },
    {
     "p": 0.08616084605455399,
     "m": 1.0
    },
    {
     "p": 0.07854212075471878,
     "m": 1.0
    },
    {
     "p": 0.021424345672130585,
     "m": 1.0
    },
    {
     "p": 0.04301272705197334,
     "m": 1.0
    },
    {
     "p": 0.059314459562301636,
     "m": 1.0
    },
    {
     "p": 0.03837013617157936,
     "m": 1.0
    },
    {
     "p": 0.04600197449326515,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.8695272207260132,
   "val_loss": 1.2940869331359863,
   "acc": 54.22,
   "time": 532.0510995399964,
   "param": [
    {
     "p": 0.0875079482793808,
     "m": 1.0
    },
    {
     "p": 0.016231270506978035,
     "m": 1.0
    },
    {
     "p": 0.06655097752809525,
     "m": 1.0
    },
    {
     "p": 0.050767067819833755,
     "m": 1.0
    },
    {
     "p": 0.03997834399342537,
     "m": 1.0
    },
    {
     "p": 0.04859763756394386,
     "m": 1.0
    },
    {
     "p": 0.05884762480854988,
     "m": 1.0
    },
    {
     "p": 0.043706800788640976,
     "m": 1.0
    },
    {
     "p": 0.08049580454826355,
     "m": 1.0
    },
    {
     "p": 0.07411074638366699,
     "m": 1.0
    },
    {
     "p": 0.055197179317474365,
     "m": 1.0
    },
    {
     "p": 0.0729413852095604,
     "m": 1.0
    },
    {
     "p": 0.07141870260238647,
     "m": 1.0
    },
    {
     "p": 0.048201948404312134,
     "m": 1.0
    },
    {
     "p": 0.058348506689071655,
     "m": 1.0
    },
    {
     "p": 0.057257916778326035,
     "m": 1.0
    },
    {
     "p": 0.04257482290267944,
     "m": 1.0
    },
    {
     "p": 0.02726529911160469,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.4643604755401611,
   "val_loss": 1.3134526014328003,
   "acc": 56.52,
   "time": 531.5599082880071,
   "param": [
    {
     "p": 0.07701180130243301,
     "m": 1.0
    },
    {
     "p": 0.036107536405324936,
     "m": 1.0
    },
    {
     "p": 0.08881080895662308,
     "m": 1.0
    },
    {
     "p": 0.05043016001582146,
     "m": 1.0
    },
    {
     "p": 0.03753208369016647,
     "m": 1.0
    },
    {
     "p": 0.04218243062496185,
     "m": 1.0
    },
    {
     "p": 0.07005409896373749,
     "m": 1.0
    },
    {
     "p": 0.0672156885266304,
     "m": 1.0
    },
    {
     "p": 0.02480311505496502,
     "m": 1.0
    },
    {
     "p": 0.07636971026659012,
     "m": 1.0
    },
    {
     "p": 0.061674751341342926,
     "m": 1.0
    },
    {
     "p": 0.07335150986909866,
     "m": 1.0
    },
    {
     "p": 0.08114200085401535,
     "m": 1.0
    },
    {
     "p": 0.04107685014605522,
     "m": 1.0
    },
    {
     "p": 0.04616706818342209,
     "m": 1.0
    },
    {
     "p": 0.061691828072071075,
     "m": 1.0
    },
    {
     "p": 0.0417284332215786,
     "m": 1.0
    },
    {
     "p": 0.02265014871954918,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.7269396781921387,
   "val_loss": 1.4131889343261719,
   "acc": 54.29,
   "time": 540.9261732730083,
   "param": [
    {
     "p": 0.05758355185389519,
     "m": 1.0
    },
    {
     "p": 0.014992538839578629,
     "m": 1.0
    },
    {
     "p": 0.04359335079789162,
     "m": 1.0
    },
    {
     "p": 0.0739351138472557,
     "m": 1.0
    },
    {
     "p": 0.043556950986385345,
     "m": 1.0
    },
    {
     "p": 0.04954853653907776,
     "m": 1.0
    },
    {
     "p": 0.05382157117128372,
     "m": 1.0
    },
    {
     "p": 0.04703010991215706,
     "m": 1.0
    },
    {
     "p": 0.0610739067196846,
     "m": 1.0
    },
    {
     "p": 0.04577900469303131,
     "m": 1.0
    },
    {
     "p": 0.05674882233142853,
     "m": 1.0
    },
    {
     "p": 0.06524792313575745,
     "m": 1.0
    },
    {
     "p": 0.08329957723617554,
     "m": 1.0
    },
    {
     "p": 0.07363984733819962,
     "m": 1.0
    },
    {
     "p": 0.05898873507976532,
     "m": 1.0
    },
    {
     "p": 0.06279183179140091,
     "m": 1.0
    },
    {
     "p": 0.05009989067912102,
     "m": 1.0
    },
    {
     "p": 0.05826866626739502,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.7147905826568604,
   "val_loss": 1.193588137626648,
   "acc": 57.09,
   "time": 530.2597439590027,
   "param": [
    {
     "p": 0.06524935364723206,
     "m": 1.0
    },
    {
     "p": 0.02637883834540844,
     "m": 1.0
    },
    {
     "p": 0.07797802239656448,
     "m": 1.0
    },
    {
     "p": 0.07034384459257126,
     "m": 1.0
    },
    {
     "p": 0.011904062703251839,
     "m": 1.0
    },
    {
     "p": 0.057564593851566315,
     "m": 1.0
    },
    {
     "p": 0.07086943835020065,
     "m": 1.0
    },
    {
     "p": 0.06273427605628967,
     "m": 1.0
    },
    {
     "p": 0.06026313081383705,
     "m": 1.0
    },
    {
     "p": 0.05674457922577858,
     "m": 1.0
    },
    {
     "p": 0.05115306004881859,
     "m": 1.0
    },
    {
     "p": 0.0725429579615593,
     "m": 1.0
    },
    {
     "p": 0.06217607855796814,
     "m": 1.0
    },
    {
     "p": 0.011343685910105705,
     "m": 1.0
    },
    {
     "p": 0.06606509536504745,
     "m": 1.0
    },
    {
     "p": 0.08956487476825714,
     "m": 1.0
    },
    {
     "p": 0.04006798565387726,
     "m": 1.0
    },
    {
     "p": 0.047056034207344055,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.790282130241394,
   "val_loss": 1.1938389539718628,
   "acc": 56.89,
   "time": 537.2139875079738,
   "param": [
    {
     "p": 0.057780783623456955,
     "m": 1.0
    },
    {
     "p": 0.01824682205915451,
     "m": 1.0
    },
    {
     "p": 0.04793809726834297,
     "m": 1.0
    },
    {
     "p": 0.054846543818712234,
     "m": 1.0
    },
    {
     "p": 0.05260796844959259,
     "m": 1.0
    },
    {
     "p": 0.046993859112262726,
     "m": 1.0
    },
    {
     "p": 0.04934614151716232,
     "m": 1.0
    },
    {
     "p": 0.04723266884684563,
     "m": 1.0
    },
    {
     "p": 0.07616490870714188,
     "m": 1.0
    },
    {
     "p": 0.056238193064928055,
     "m": 1.0
    },
    {
     "p": 0.08410368859767914,
     "m": 1.0
    },
    {
     "p": 0.07787943631410599,
     "m": 1.0
    },
    {
     "p": 0.07019340246915817,
     "m": 1.0
    },
    {
     "p": 0.022441649809479713,
     "m": 1.0
    },
    {
     "p": 0.08115892857313156,
     "m": 1.0
    },
    {
     "p": 0.0798107162117958,
     "m": 1.0
    },
    {
     "p": 0.03706018626689911,
     "m": 1.0
    },
    {
     "p": 0.03995592147111893,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.8462003469467163,
   "val_loss": 1.2750802040100098,
   "acc": 57.8,
   "time": 535.0264259369869,
   "param": [
    {
     "p": 0.0721430629491806,
     "m": 1.0
    },
    {
     "p": 0.04111489653587341,
     "m": 1.0
    },
    {
     "p": 0.052107978612184525,
     "m": 1.0
    },
    {
     "p": 0.07199477404356003,
     "m": 1.0
    },
    {
     "p": 0.05871749296784401,
     "m": 1.0
    },
    {
     "p": 0.044332485646009445,
     "m": 1.0
    },
    {
     "p": 0.06765401363372803,
     "m": 1.0
    },
    {
     "p": 0.04617249220609665,
     "m": 1.0
    },
    {
     "p": 0.0524553507566452,
     "m": 1.0
    },
    {
     "p": 0.05111106485128403,
     "m": 1.0
    },
    {
     "p": 0.03878352791070938,
     "m": 1.0
    },
    {
     "p": 0.07044652104377747,
     "m": 1.0
    },
    {
     "p": 0.08764822036027908,
     "m": 1.0
    },
    {
     "p": 0.050889961421489716,
     "m": 1.0
    },
    {
     "p": 0.055089958012104034,
     "m": 1.0
    },
    {
     "p": 0.050875287503004074,
     "m": 1.0
    },
    {
     "p": 0.048742786049842834,
     "m": 1.0
    },
    {
     "p": 0.039720091968774796,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.5666903257369995,
   "val_loss": 1.189719319343567,
   "acc": 57.9,
   "time": 531.0622735240031,
   "param": [
    {
     "p": 0.09118660539388657,
     "m": 1.0
    },
    {
     "p": 0.025609683245420456,
     "m": 1.0
    },
    {
     "p": 0.04607182741165161,
     "m": 1.0
    },
    {
     "p": 0.04509029537439346,
     "m": 1.0
    },
    {
     "p": 0.03284353390336037,
     "m": 1.0
    },
    {
     "p": 0.03588839992880821,
     "m": 1.0
    },
    {
     "p": 0.06292308866977692,
     "m": 1.0
    },
    {
     "p": 0.055922213941812515,
     "m": 1.0
    },
    {
     "p": 0.08361063152551651,
     "m": 1.0
    },
    {
     "p": 0.07012242078781128,
     "m": 1.0
    },
    {
     "p": 0.04764064773917198,
     "m": 1.0
    },
    {
     "p": 0.08998413383960724,
     "m": 1.0
    },
    {
     "p": 0.06633111834526062,
     "m": 1.0
    },
    {
     "p": 0.04489517584443092,
     "m": 1.0
    },
    {
     "p": 0.051701437681913376,
     "m": 1.0
    },
    {
     "p": 0.07065749168395996,
     "m": 1.0
    },
    {
     "p": 0.05601963400840759,
     "m": 1.0
    },
    {
     "p": 0.023501653224229813,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.5787774324417114,
   "val_loss": 1.0439966917037964,
   "acc": 57.61,
   "time": 533.2020032099972,
   "param": [
    {
     "p": 0.05635526031255722,
     "m": 1.0
    },
    {
     "p": 0.040069419890642166,
     "m": 1.0
    },
    {
     "p": 0.054176174104213715,
     "m": 1.0
    },
    {
     "p": 0.0686769187450409,
     "m": 1.0
    },
    {
     "p": 0.031131690368056297,
     "m": 1.0
    },
    {
     "p": 0.04319262504577637,
     "m": 1.0
    },
    {
     "p": 0.06253211200237274,
     "m": 1.0
    },
    {
     "p": 0.05592087283730507,
     "m": 1.0
    },
    {
     "p": 0.05962619185447693,
     "m": 1.0
    },
    {
     "p": 0.06405454128980637,
     "m": 1.0
    },
    {
     "p": 0.07382719963788986,
     "m": 1.0
    },
    {
     "p": 0.06083820387721062,
     "m": 1.0
    },
    {
     "p": 0.07592642307281494,
     "m": 1.0
    },
    {
     "p": 0.04783257469534874,
     "m": 1.0
    },
    {
     "p": 0.06830093264579773,
     "m": 1.0
    },
    {
     "p": 0.0737445279955864,
     "m": 1.0
    },
    {
     "p": 0.04019307345151901,
     "m": 1.0
    },
    {
     "p": 0.02360130101442337,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.5871038436889648,
   "val_loss": 1.2413402795791626,
   "acc": 58.68,
   "time": 538.4944578259892,
   "param": [
    {
     "p": 0.051933567970991135,
     "m": 1.0
    },
    {
     "p": 0.046277619898319244,
     "m": 1.0
    },
    {
     "p": 0.05773536115884781,
     "m": 1.0
    },
    {
     "p": 0.04851829633116722,
     "m": 1.0
    },
    {
     "p": 0.03621753305196762,
     "m": 1.0
    },
    {
     "p": 0.03456731140613556,
     "m": 1.0
    },
    {
     "p": 0.06811689585447311,
     "m": 1.0
    },
    {
     "p": 0.053020212799310684,
     "m": 1.0
    },
    {
     "p": 0.08041376620531082,
     "m": 1.0
    },
    {
     "p": 0.08079551160335541,
     "m": 1.0
    },
    {
     "p": 0.06836839765310287,
     "m": 1.0
    },
    {
     "p": 0.06137293949723244,
     "m": 1.0
    },
    {
     "p": 0.07678829878568649,
     "m": 1.0
    },
    {
     "p": 0.040564876049757004,
     "m": 1.0
    },
    {
     "p": 0.07013032585382462,
     "m": 1.0
    },
    {
     "p": 0.0743323415517807,
     "m": 1.0
    },
    {
     "p": 0.024838918820023537,
     "m": 1.0
    },
    {
     "p": 0.026007695123553276,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.552759051322937,
   "val_loss": 1.2191567420959473,
   "acc": 58.01,
   "time": 537.7308272669907,
   "param": [
    {
     "p": 0.06576944887638092,
     "m": 1.0
    },
    {
     "p": 0.02621467038989067,
     "m": 1.0
    },
    {
     "p": 0.08046923577785492,
     "m": 1.0
    },
    {
     "p": 0.06561652570962906,
     "m": 1.0
    },
    {
     "p": 0.033867284655570984,
     "m": 1.0
    },
    {
     "p": 0.05996940657496452,
     "m": 1.0
    },
    {
     "p": 0.06485500931739807,
     "m": 1.0
    },
    {
     "p": 0.029898790642619133,
     "m": 1.0
    },
    {
     "p": 0.06898606568574905,
     "m": 1.0
    },
    {
     "p": 0.06809522211551666,
     "m": 1.0
    },
    {
     "p": 0.06347698718309402,
     "m": 1.0
    },
    {
     "p": 0.07203405350446701,
     "m": 1.0
    },
    {
     "p": 0.05724257603287697,
     "m": 1.0
    },
    {
     "p": 0.04296315088868141,
     "m": 1.0
    },
    {
     "p": 0.05450556427240372,
     "m": 1.0
    },
    {
     "p": 0.0749930664896965,
     "m": 1.0
    },
    {
     "p": 0.03965364396572113,
     "m": 1.0
    },
    {
     "p": 0.03138933330774307,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.5650746822357178,
   "val_loss": 1.1878749132156372,
   "acc": 58.55,
   "time": 534.5249821899924,
   "param": [
    {
     "p": 0.06464540213346481,
     "m": 1.0
    },
    {
     "p": 0.04714620113372803,
     "m": 1.0
    },
    {
     "p": 0.0588056705892086,
     "m": 1.0
    },
    {
     "p": 0.06420411169528961,
     "m": 1.0
    },
    {
     "p": 0.028849812224507332,
     "m": 1.0
    },
    {
     "p": 0.04007309302687645,
     "m": 1.0
    },
    {
     "p": 0.05113732069730759,
     "m": 1.0
    },
    {
     "p": 0.05965431407094002,
     "m": 1.0
    },
    {
     "p": 0.05467477813363075,
     "m": 1.0
    },
    {
     "p": 0.06532388180494308,
     "m": 1.0
    },
    {
     "p": 0.06894228607416153,
     "m": 1.0
    },
    {
     "p": 0.05351748690009117,
     "m": 1.0
    },
    {
     "p": 0.06483570486307144,
     "m": 1.0
    },
    {
     "p": 0.05943521484732628,
     "m": 1.0
    },
    {
     "p": 0.04234326630830765,
     "m": 1.0
    },
    {
     "p": 0.08415645360946655,
     "m": 1.0
    },
    {
     "p": 0.049908656626939774,
     "m": 1.0
    },
    {
     "p": 0.0423462837934494,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.4775700569152832,
   "val_loss": 1.1423221826553345,
   "acc": 60.4,
   "time": 536.1506333310099,
   "param": [
    {
     "p": 0.0681663379073143,
     "m": 1.0
    },
    {
     "p": 0.026691734790802002,
     "m": 1.0
    },
    {
     "p": 0.060555893927812576,
     "m": 1.0
    },
    {
     "p": 0.06125662475824356,
     "m": 1.0
    },
    {
     "p": 0.05449141189455986,
     "m": 1.0
    },
    {
     "p": 0.05293843895196915,
     "m": 1.0
    },
    {
     "p": 0.056148141622543335,
     "m": 1.0
    },
    {
     "p": 0.03908936679363251,
     "m": 1.0
    },
    {
     "p": 0.06784463673830032,
     "m": 1.0
    },
    {
     "p": 0.06496739387512207,
     "m": 1.0
    },
    {
     "p": 0.05634624883532524,
     "m": 1.0
    },
    {
     "p": 0.06942570954561234,
     "m": 1.0
    },
    {
     "p": 0.06458496302366257,
     "m": 1.0
    },
    {
     "p": 0.048520278185606,
     "m": 1.0
    },
    {
     "p": 0.046479787677526474,
     "m": 1.0
    },
    {
     "p": 0.06995196640491486,
     "m": 1.0
    },
    {
     "p": 0.03360949456691742,
     "m": 1.0
    },
    {
     "p": 0.05893154814839363,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.404023289680481,
   "val_loss": 1.2133920192718506,
   "acc": 57.81,
   "time": 528.2763641790079,
   "param": [
    {
     "p": 0.06430089473724365,
     "m": 1.0
    },
    {
     "p": 0.02760438062250614,
     "m": 1.0
    },
    {
     "p": 0.07416894286870956,
     "m": 1.0
    },
    {
     "p": 0.04630005732178688,
     "m": 1.0
    },
    {
     "p": 0.033155929297208786,
     "m": 1.0
    },
    {
     "p": 0.06564638763666153,
     "m": 1.0
    },
    {
     "p": 0.06810412555932999,
     "m": 1.0
    },
    {
     "p": 0.06031398847699165,
     "m": 1.0
    },
    {
     "p": 0.0597139447927475,
     "m": 1.0
    },
    {
     "p": 0.06486319750547409,
     "m": 1.0
    },
    {
     "p": 0.06450705230236053,
     "m": 1.0
    },
    {
     "p": 0.08001070469617844,
     "m": 1.0
    },
    {
     "p": 0.05959363281726837,
     "m": 1.0
    },
    {
     "p": 0.03602589666843414,
     "m": 1.0
    },
    {
     "p": 0.06189421936869621,
     "m": 1.0
    },
    {
     "p": 0.05019494891166687,
     "m": 1.0
    },
    {
     "p": 0.032655149698257446,
     "m": 1.0
    },
    {
     "p": 0.05094640702009201,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.6250258684158325,
   "val_loss": 1.056066632270813,
   "acc": 60.42,
   "time": 535.5633380210202,
   "param": [
    {
     "p": 0.05696580559015274,
     "m": 1.0
    },
    {
     "p": 0.021370630711317062,
     "m": 1.0
    },
    {
     "p": 0.07548381388187408,
     "m": 1.0
    },
    {
     "p": 0.04342522844672203,
     "m": 1.0
    },
    {
     "p": 0.035098545253276825,
     "m": 1.0
    },
    {
     "p": 0.053302131593227386,
     "m": 1.0
    },
    {
     "p": 0.0574086457490921,
     "m": 1.0
    },
    {
     "p": 0.04953698813915253,
     "m": 1.0
    },
    {
     "p": 0.0600460022687912,
     "m": 1.0
    },
    {
     "p": 0.07851549237966537,
     "m": 1.0
    },
    {
     "p": 0.06968185305595398,
     "m": 1.0
    },
    {
     "p": 0.06670024245977402,
     "m": 1.0
    },
    {
     "p": 0.08346375823020935,
     "m": 1.0
    },
    {
     "p": 0.04106726124882698,
     "m": 1.0
    },
    {
     "p": 0.06191210076212883,
     "m": 1.0
    },
    {
     "p": 0.0633629783987999,
     "m": 1.0
    },
    {
     "p": 0.025003422051668167,
     "m": 1.0
    },
    {
     "p": 0.05765517055988312,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.5499463081359863,
   "val_loss": 1.2183115482330322,
   "acc": 59.07,
   "time": 532.6095252080122,
   "param": [
    {
     "p": 0.07415486127138138,
     "m": 1.0
    },
    {
     "p": 0.045268166810274124,
     "m": 1.0
    },
    {
     "p": 0.05926252901554108,
     "m": 1.0
    },
    {
     "p": 0.031506311148405075,
     "m": 1.0
    },
    {
     "p": 0.025466108694672585,
     "m": 1.0
    },
    {
     "p": 0.0616375170648098,
     "m": 1.0
    },
    {
     "p": 0.06280229985713959,
     "m": 1.0
    },
    {
     "p": 0.0287002082914114,
     "m": 1.0
    },
    {
     "p": 0.058859094977378845,
     "m": 1.0
    },
    {
     "p": 0.05758245661854744,
     "m": 1.0
    },
    {
     "p": 0.0795828327536583,
     "m": 1.0
    },
    {
     "p": 0.06695274263620377,
     "m": 1.0
    },
    {
     "p": 0.06226405128836632,
     "m": 1.0
    },
    {
     "p": 0.04686954244971275,
     "m": 1.0
    },
    {
     "p": 0.06488396972417831,
     "m": 1.0
    },
    {
     "p": 0.06641435623168945,
     "m": 1.0
    },
    {
     "p": 0.04950898885726929,
     "m": 1.0
    },
    {
     "p": 0.058283958584070206,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.5868879556655884,
   "val_loss": 1.1163311004638672,
   "acc": 60.51,
   "time": 534.4898884450085,
   "param": [
    {
     "p": 0.06934615969657898,
     "m": 1.0
    },
    {
     "p": 0.051337119191884995,
     "m": 1.0
    },
    {
     "p": 0.0772152915596962,
     "m": 1.0
    },
    {
     "p": 0.020807215943932533,
     "m": 1.0
    },
    {
     "p": 0.04412802308797836,
     "m": 1.0
    },
    {
     "p": 0.058973852545022964,
     "m": 1.0
    },
    {
     "p": 0.052762486040592194,
     "m": 1.0
    },
    {
     "p": 0.06440147012472153,
     "m": 1.0
    },
    {
     "p": 0.06888803839683533,
     "m": 1.0
    },
    {
     "p": 0.06547622382640839,
     "m": 1.0
    },
    {
     "p": 0.07063556462526321,
     "m": 1.0
    },
    {
     "p": 0.06757690012454987,
     "m": 1.0
    },
    {
     "p": 0.04653306305408478,
     "m": 1.0
    },
    {
     "p": 0.03548363968729973,
     "m": 1.0
    },
    {
     "p": 0.05911233648657799,
     "m": 1.0
    },
    {
     "p": 0.049790021032094955,
     "m": 1.0
    },
    {
     "p": 0.05141197890043259,
     "m": 1.0
    },
    {
     "p": 0.04612061753869057,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.5243879556655884,
   "val_loss": 1.0809471607208252,
   "acc": 61.77,
   "time": 534.4018969770113,
   "param": [
    {
     "p": 0.08223696053028107,
     "m": 1.0
    },
    {
     "p": 0.040073201060295105,
     "m": 1.0
    },
    {
     "p": 0.055587287992239,
     "m": 1.0
    },
    {
     "p": 0.05810055509209633,
     "m": 1.0
    },
    {
     "p": 0.04702773317694664,
     "m": 1.0
    },
    {
     "p": 0.05316675454378128,
     "m": 1.0
    },
    {
     "p": 0.054140605032444,
     "m": 1.0
    },
    {
     "p": 0.06580716371536255,
     "m": 1.0
    },
    {
     "p": 0.05280221998691559,
     "m": 1.0
    },
    {
     "p": 0.046156421303749084,
     "m": 1.0
    },
    {
     "p": 0.07048000395298004,
     "m": 1.0
    },
    {
     "p": 0.07224973291158676,
     "m": 1.0
    },
    {
     "p": 0.07476979494094849,
     "m": 1.0
    },
    {
     "p": 0.044037435203790665,
     "m": 1.0
    },
    {
     "p": 0.06221107020974159,
     "m": 1.0
    },
    {
     "p": 0.04923383146524429,
     "m": 1.0
    },
    {
     "p": 0.0405084565281868,
     "m": 1.0
    },
    {
     "p": 0.0314108282327652,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.4817367792129517,
   "val_loss": 1.2041115760803223,
   "acc": 61.26,
   "time": 221.69637247399078,
   "param": [
    {
     "p": 0.07252155989408493,
     "m": 1.0
    },
    {
     "p": 0.030611088499426842,
     "m": 1.0
    },
    {
     "p": 0.0662408247590065,
     "m": 1.0
    },
    {
     "p": 0.05344736948609352,
     "m": 1.0
    },
    {
     "p": 0.015193481929600239,
     "m": 1.0
    },
    {
     "p": 0.04367353767156601,
     "m": 1.0
    },
    {
     "p": 0.06874819844961166,
     "m": 1.0
    },
    {
     "p": 0.06554407626390457,
     "m": 1.0
    },
    {
     "p": 0.059653718024492264,
     "m": 1.0
    },
    {
     "p": 0.07233069837093353,
     "m": 1.0
    },
    {
     "p": 0.051579009741544724,
     "m": 1.0
    },
    {
     "p": 0.08439482748508453,
     "m": 1.0
    },
    {
     "p": 0.09362349659204483,
     "m": 1.0
    },
    {
     "p": 0.022874413058161736,
     "m": 1.0
    },
    {
     "p": 0.03746967762708664,
     "m": 1.0
    },
    {
     "p": 0.06010124087333679,
     "m": 1.0
    },
    {
     "p": 0.05460990592837334,
     "m": 1.0
    },
    {
     "p": 0.0473828949034214,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.5328412055969238,
   "val_loss": 1.247743010520935,
   "acc": 61.93,
   "time": 259.36675851998734,
   "param": [
    {
     "p": 0.06039772182703018,
     "m": 1.0
    },
    {
     "p": 0.024883806705474854,
     "m": 1.0
    },
    {
     "p": 0.07161200046539307,
     "m": 1.0
    },
    {
     "p": 0.041116997599601746,
     "m": 1.0
    },
    {
     "p": 0.046786751598119736,
     "m": 1.0
    },
    {
     "p": 0.06645908951759338,
     "m": 1.0
    },
    {
     "p": 0.04414600133895874,
     "m": 1.0
    },
    {
     "p": 0.06497612595558167,
     "m": 1.0
    },
    {
     "p": 0.057409100234508514,
     "m": 1.0
    },
    {
     "p": 0.07074607908725739,
     "m": 1.0
    },
    {
     "p": 0.04434321075677872,
     "m": 1.0
    },
    {
     "p": 0.06781270354986191,
     "m": 1.0
    },
    {
     "p": 0.07470589131116867,
     "m": 1.0
    },
    {
     "p": 0.0324433334171772,
     "m": 1.0
    },
    {
     "p": 0.08038686215877533,
     "m": 1.0
    },
    {
     "p": 0.06457962840795517,
     "m": 1.0
    },
    {
     "p": 0.051530566066503525,
     "m": 1.0
    },
    {
     "p": 0.035664152354002,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.574945330619812,
   "val_loss": 1.172213077545166,
   "acc": 61.73,
   "time": 538.004145022016,
   "param": [
    {
     "p": 0.08469291776418686,
     "m": 1.0
    },
    {
     "p": 0.0378965362906456,
     "m": 1.0
    },
    {
     "p": 0.07255800068378448,
     "m": 1.0
    },
    {
     "p": 0.03496972844004631,
     "m": 1.0
    },
    {
     "p": 0.04458456486463547,
     "m": 1.0
    },
    {
     "p": 0.04837299883365631,
     "m": 1.0
    },
    {
     "p": 0.051517948508262634,
     "m": 1.0
    },
    {
     "p": 0.06313927471637726,
     "m": 1.0
    },
    {
     "p": 0.07819131016731262,
     "m": 1.0
    },
    {
     "p": 0.07316669076681137,
     "m": 1.0
    },
    {
     "p": 0.05571608990430832,
     "m": 1.0
    },
    {
     "p": 0.07270356267690659,
     "m": 1.0
    },
    {
     "p": 0.07053176313638687,
     "m": 1.0
    },
    {
     "p": 0.0415879487991333,
     "m": 1.0
    },
    {
     "p": 0.03430410474538803,
     "m": 1.0
    },
    {
     "p": 0.06388017535209656,
     "m": 1.0
    },
    {
     "p": 0.031485795974731445,
     "m": 1.0
    },
    {
     "p": 0.04070069268345833,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.577782154083252,
   "val_loss": 1.066716194152832,
   "acc": 62.49,
   "time": 536.7939070269931,
   "param": [
    {
     "p": 0.07265245914459229,
     "m": 1.0
    },
    {
     "p": 0.03875412419438362,
     "m": 1.0
    },
    {
     "p": 0.04698735103011131,
     "m": 1.0
    },
    {
     "p": 0.056057121604681015,
     "m": 1.0
    },
    {
     "p": 0.05235380306839943,
     "m": 1.0
    },
    {
     "p": 0.055078137665987015,
     "m": 1.0
    },
    {
     "p": 0.04728030785918236,
     "m": 1.0
    },
    {
     "p": 0.07069355994462967,
     "m": 1.0
    },
    {
     "p": 0.06482313573360443,
     "m": 1.0
    },
    {
     "p": 0.05475147068500519,
     "m": 1.0
    },
    {
     "p": 0.05875738710165024,
     "m": 1.0
    },
    {
     "p": 0.060526445508003235,
     "m": 1.0
    },
    {
     "p": 0.08629061281681061,
     "m": 1.0
    },
    {
     "p": 0.05139815807342529,
     "m": 1.0
    },
    {
     "p": 0.05861050635576248,
     "m": 1.0
    },
    {
     "p": 0.06124532222747803,
     "m": 1.0
    },
    {
     "p": 0.02533034048974514,
     "m": 1.0
    },
    {
     "p": 0.038409747183322906,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.567525029182434,
   "val_loss": 1.0809223651885986,
   "acc": 62.72,
   "time": 535.9833014670003,
   "param": [
    {
     "p": 0.06879694014787674,
     "m": 1.0
    },
    {
     "p": 0.022923752665519714,
     "m": 1.0
    },
    {
     "p": 0.07277324795722961,
     "m": 1.0
    },
    {
     "p": 0.03642578423023224,
     "m": 1.0
    },
    {
     "p": 0.058141086250543594,
     "m": 1.0
    },
    {
     "p": 0.03928380087018013,
     "m": 1.0
    },
    {
     "p": 0.05318496376276016,
     "m": 1.0
    },
    {
     "p": 0.05418173968791962,
     "m": 1.0
    },
    {
     "p": 0.06681425124406815,
     "m": 1.0
    },
    {
     "p": 0.0772370770573616,
     "m": 1.0
    },
    {
     "p": 0.05886472761631012,
     "m": 1.0
    },
    {
     "p": 0.06563446670770645,
     "m": 1.0
    },
    {
     "p": 0.059658948332071304,
     "m": 1.0
    },
    {
     "p": 0.045679934322834015,
     "m": 1.0
    },
    {
     "p": 0.06705295294523239,
     "m": 1.0
    },
    {
     "p": 0.06302067637443542,
     "m": 1.0
    },
    {
     "p": 0.04035164788365364,
     "m": 1.0
    },
    {
     "p": 0.049973998218774796,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.6059417724609375,
   "val_loss": 1.0966650247573853,
   "acc": 63.04,
   "time": 539.006536254019,
   "param": [
    {
     "p": 0.09769603610038757,
     "m": 1.0
    },
    {
     "p": 0.005514916032552719,
     "m": 1.0
    },
    {
     "p": 0.04969073086977005,
     "m": 1.0
    },
    {
     "p": 0.04981556907296181,
     "m": 1.0
    },
    {
     "p": 0.05296596512198448,
     "m": 1.0
    },
    {
     "p": 0.049455661326646805,
     "m": 1.0
    },
    {
     "p": 0.06398827582597733,
     "m": 1.0
    },
    {
     "p": 0.031186386942863464,
     "m": 1.0
    },
    {
     "p": 0.052013568580150604,
     "m": 1.0
    },
    {
     "p": 0.06868154555559158,
     "m": 1.0
    },
    {
     "p": 0.0688558891415596,
     "m": 1.0
    },
    {
     "p": 0.06825963407754898,
     "m": 1.0
    },
    {
     "p": 0.07427887618541718,
     "m": 1.0
    },
    {
     "p": 0.05254071205854416,
     "m": 1.0
    },
    {
     "p": 0.057015202939510345,
     "m": 1.0
    },
    {
     "p": 0.07318119704723358,
     "m": 1.0
    },
    {
     "p": 0.03662283718585968,
     "m": 1.0
    },
    {
     "p": 0.04823698103427887,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.5642892122268677,
   "val_loss": 1.0372095108032227,
   "acc": 62.98,
   "time": 534.2348662870063,
   "param": [
    {
     "p": 0.1135142594575882,
     "m": 1.0
    },
    {
     "p": 0.02818603441119194,
     "m": 1.0
    },
    {
     "p": 0.0799776017665863,
     "m": 1.0
    },
    {
     "p": 0.03397604078054428,
     "m": 1.0
    },
    {
     "p": 0.035768743604421616,
     "m": 1.0
    },
    {
     "p": 0.050625573843717575,
     "m": 1.0
    },
    {
     "p": 0.057032354176044464,
     "m": 1.0
    },
    {
     "p": 0.03773075342178345,
     "m": 1.0
    },
    {
     "p": 0.06437986344099045,
     "m": 1.0
    },
    {
     "p": 0.0648595318198204,
     "m": 1.0
    },
    {
     "p": 0.0615992434322834,
     "m": 1.0
    },
    {
     "p": 0.04855632036924362,
     "m": 1.0
    },
    {
     "p": 0.08945553749799728,
     "m": 1.0
    },
    {
     "p": 0.052007369697093964,
     "m": 1.0
    },
    {
     "p": 0.06929824501276016,
     "m": 1.0
    },
    {
     "p": 0.053454380482435226,
     "m": 1.0
    },
    {
     "p": 0.023951886221766472,
     "m": 1.0
    },
    {
     "p": 0.03562622517347336,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.436739444732666,
   "val_loss": 1.1945629119873047,
   "acc": 61.16,
   "time": 533.4194240899815,
   "param": [
    {
     "p": 0.0817713513970375,
     "m": 1.0
    },
    {
     "p": 0.01020521204918623,
     "m": 1.0
    },
    {
     "p": 0.07396069169044495,
     "m": 1.0
    },
    {
     "p": 0.033819444477558136,
     "m": 1.0
    },
    {
     "p": 0.023403018712997437,
     "m": 1.0
    },
    {
     "p": 0.02418290637433529,
     "m": 1.0
    },
    {
     "p": 0.0687338337302208,
     "m": 1.0
    },
    {
     "p": 0.052596624940633774,
     "m": 1.0
    },
    {
     "p": 0.07185252010822296,
     "m": 1.0
    },
    {
     "p": 0.06726592779159546,
     "m": 1.0
    },
    {
     "p": 0.07260162383317947,
     "m": 1.0
    },
    {
     "p": 0.06333045661449432,
     "m": 1.0
    },
    {
     "p": 0.07599484920501709,
     "m": 1.0
    },
    {
     "p": 0.03984181582927704,
     "m": 1.0
    },
    {
     "p": 0.08314625173807144,
     "m": 1.0
    },
    {
     "p": 0.07391045242547989,
     "m": 1.0
    },
    {
     "p": 0.03702982887625694,
     "m": 1.0
    },
    {
     "p": 0.04635319113731384,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.3181670904159546,
   "val_loss": 1.1731598377227783,
   "acc": 61.64,
   "time": 533.6100414389803,
   "param": [
    {
     "p": 0.06428483128547668,
     "m": 1.0
    },
    {
     "p": 0.032549671828746796,
     "m": 1.0
    },
    {
     "p": 0.05628225952386856,
     "m": 1.0
    },
    {
     "p": 0.051424939185380936,
     "m": 1.0
    },
    {
     "p": 0.0569172240793705,
     "m": 1.0
    },
    {
     "p": 0.04496035724878311,
     "m": 1.0
    },
    {
     "p": 0.05327415093779564,
     "m": 1.0
    },
    {
     "p": 0.04142169654369354,
     "m": 1.0
    },
    {
     "p": 0.07534561306238174,
     "m": 1.0
    },
    {
     "p": 0.0660308301448822,
     "m": 1.0
    },
    {
     "p": 0.081248939037323,
     "m": 1.0
    },
    {
     "p": 0.04165588319301605,
     "m": 1.0
    },
    {
     "p": 0.05198686197400093,
     "m": 1.0
    },
    {
     "p": 0.037908025085926056,
     "m": 1.0
    },
    {
     "p": 0.07300001382827759,
     "m": 1.0
    },
    {
     "p": 0.07199306041002274,
     "m": 1.0
    },
    {
     "p": 0.051695164293050766,
     "m": 1.0
    },
    {
     "p": 0.048020392656326294,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.534936785697937,
   "val_loss": 0.9772223830223083,
   "acc": 63.54,
   "time": 537.4857150579919,
   "param": [
    {
     "p": 0.06044810265302658,
     "m": 1.0
    },
    {
     "p": 0.03592487424612045,
     "m": 1.0
    },
    {
     "p": 0.06854034960269928,
     "m": 1.0
    },
    {
     "p": 0.042321473360061646,
     "m": 1.0
    },
    {
     "p": 0.02739541418850422,
     "m": 1.0
    },
    {
     "p": 0.04863693565130234,
     "m": 1.0
    },
    {
     "p": 0.07848139107227325,
     "m": 1.0
    },
    {
     "p": 0.05572688952088356,
     "m": 1.0
    },
    {
     "p": 0.05511438101530075,
     "m": 1.0
    },
    {
     "p": 0.06722280383110046,
     "m": 1.0
    },
    {
     "p": 0.06358557194471359,
     "m": 1.0
    },
    {
     "p": 0.05583089590072632,
     "m": 1.0
    },
    {
     "p": 0.04424678906798363,
     "m": 1.0
    },
    {
     "p": 0.04784836992621422,
     "m": 1.0
    },
    {
     "p": 0.05753795802593231,
     "m": 1.0
    },
    {
     "p": 0.0873662531375885,
     "m": 1.0
    },
    {
     "p": 0.04752187058329582,
     "m": 1.0
    },
    {
     "p": 0.05624957010149956,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.4529006481170654,
   "val_loss": 1.1139609813690186,
   "acc": 63.69,
   "time": 538.963590452011,
   "param": [
    {
     "p": 0.09228473156690598,
     "m": 1.0
    },
    {
     "p": 0.012827199883759022,
     "m": 1.0
    },
    {
     "p": 0.053144656121730804,
     "m": 1.0
    },
    {
     "p": 0.0324753075838089,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06202598661184311,
     "m": 1.0
    },
    {
     "p": 0.06450249254703522,
     "m": 1.0
    },
    {
     "p": 0.07630667090415955,
     "m": 1.0
    },
    {
     "p": 0.04121506214141846,
     "m": 1.0
    },
    {
     "p": 0.08369912952184677,
     "m": 1.0
    },
    {
     "p": 0.057657379657030106,
     "m": 1.0
    },
    {
     "p": 0.07232578843832016,
     "m": 1.0
    },
    {
     "p": 0.08475174754858017,
     "m": 1.0
    },
    {
     "p": 0.056686513125896454,
     "m": 1.0
    },
    {
     "p": 0.04222676157951355,
     "m": 1.0
    },
    {
     "p": 0.0800696536898613,
     "m": 1.0
    },
    {
     "p": 0.06970994174480438,
     "m": 1.0
    },
    {
     "p": 0.018091008067131042,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.5599877834320068,
   "val_loss": 1.0065269470214844,
   "acc": 62.99,
   "time": 533.2817319520109,
   "param": [
    {
     "p": 0.04587839916348457,
     "m": 1.0
    },
    {
     "p": 0.03367720916867256,
     "m": 1.0
    },
    {
     "p": 0.06731276959180832,
     "m": 1.0
    },
    {
     "p": 0.038435399532318115,
     "m": 1.0
    },
    {
     "p": 0.034046389162540436,
     "m": 1.0
    },
    {
     "p": 0.02725658006966114,
     "m": 1.0
    },
    {
     "p": 0.06234188750386238,
     "m": 1.0
    },
    {
     "p": 0.04084183648228645,
     "m": 1.0
    },
    {
     "p": 0.07625945657491684,
     "m": 1.0
    },
    {
     "p": 0.07703777402639389,
     "m": 1.0
    },
    {
     "p": 0.08259736001491547,
     "m": 1.0
    },
    {
     "p": 0.07124004513025284,
     "m": 1.0
    },
    {
     "p": 0.05119166895747185,
     "m": 1.0
    },
    {
     "p": 0.041143372654914856,
     "m": 1.0
    },
    {
     "p": 0.055866554379463196,
     "m": 1.0
    },
    {
     "p": 0.0665680542588234,
     "m": 1.0
    },
    {
     "p": 0.07095833122730255,
     "m": 1.0
    },
    {
     "p": 0.0573468916118145,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.4826046228408813,
   "val_loss": 0.9891210198402405,
   "acc": 64.87,
   "time": 532.6360249879945,
   "param": [
    {
     "p": 0.07214020937681198,
     "m": 1.0
    },
    {
     "p": 0.008003548718988895,
     "m": 1.0
    },
    {
     "p": 0.055256281048059464,
     "m": 1.0
    },
    {
     "p": 0.0630582794547081,
     "m": 1.0
    },
    {
     "p": 0.055643416941165924,
     "m": 1.0
    },
    {
     "p": 0.05425746366381645,
     "m": 1.0
    },
    {
     "p": 0.06335176527500153,
     "m": 1.0
    },
    {
     "p": 0.04562736302614212,
     "m": 1.0
    },
    {
     "p": 0.07437565177679062,
     "m": 1.0
    },
    {
     "p": 0.05215482786297798,
     "m": 1.0
    },
    {
     "p": 0.07771845906972885,
     "m": 1.0
    },
    {
     "p": 0.04566924646496773,
     "m": 1.0
    },
    {
     "p": 0.08313599973917007,
     "m": 1.0
    },
    {
     "p": 0.03548356518149376,
     "m": 1.0
    },
    {
     "p": 0.06295594573020935,
     "m": 1.0
    },
    {
     "p": 0.06619375199079514,
     "m": 1.0
    },
    {
     "p": 0.059106744825839996,
     "m": 1.0
    },
    {
     "p": 0.025867478922009468,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.4848049879074097,
   "val_loss": 1.0969810485839844,
   "acc": 64.04,
   "time": 534.8785846390238,
   "param": [
    {
     "p": 0.06511897593736649,
     "m": 1.0
    },
    {
     "p": 0.04900086298584938,
     "m": 1.0
    },
    {
     "p": 0.05649736896157265,
     "m": 1.0
    },
    {
     "p": 0.055991001427173615,
     "m": 1.0
    },
    {
     "p": 0.026347847655415535,
     "m": 1.0
    },
    {
     "p": 0.06066909059882164,
     "m": 1.0
    },
    {
     "p": 0.04061724245548248,
     "m": 1.0
    },
    {
     "p": 0.06921197474002838,
     "m": 1.0
    },
    {
     "p": 0.06458942592144012,
     "m": 1.0
    },
    {
     "p": 0.055014193058013916,
     "m": 1.0
    },
    {
     "p": 0.07392201572656631,
     "m": 1.0
    },
    {
     "p": 0.06662338972091675,
     "m": 1.0
    },
    {
     "p": 0.06345964223146439,
     "m": 1.0
    },
    {
     "p": 0.05391441658139229,
     "m": 1.0
    },
    {
     "p": 0.07244636118412018,
     "m": 1.0
    },
    {
     "p": 0.042391981929540634,
     "m": 1.0
    },
    {
     "p": 0.04685830697417259,
     "m": 1.0
    },
    {
     "p": 0.03732579946517944,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.437792181968689,
   "val_loss": 1.037434697151184,
   "acc": 63.25,
   "time": 536.3977883729967,
   "param": [
    {
     "p": 0.06531883031129837,
     "m": 1.0
    },
    {
     "p": 0.04783453419804573,
     "m": 1.0
    },
    {
     "p": 0.054980549961328506,
     "m": 1.0
    },
    {
     "p": 0.050089720636606216,
     "m": 1.0
    },
    {
     "p": 0.0467887744307518,
     "m": 1.0
    },
    {
     "p": 0.04798464477062225,
     "m": 1.0
    },
    {
     "p": 0.0515630841255188,
     "m": 1.0
    },
    {
     "p": 0.04578320309519768,
     "m": 1.0
    },
    {
     "p": 0.05139623209834099,
     "m": 1.0
    },
    {
     "p": 0.06902331113815308,
     "m": 1.0
    },
    {
     "p": 0.07293766736984253,
     "m": 1.0
    },
    {
     "p": 0.0611363984644413,
     "m": 1.0
    },
    {
     "p": 0.056132424622774124,
     "m": 1.0
    },
    {
     "p": 0.05721796676516533,
     "m": 1.0
    },
    {
     "p": 0.07164901494979858,
     "m": 1.0
    },
    {
     "p": 0.05320749059319496,
     "m": 1.0
    },
    {
     "p": 0.045140642672777176,
     "m": 1.0
    },
    {
     "p": 0.0518154576420784,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.35413658618927,
   "val_loss": 0.9423366189002991,
   "acc": 64.68,
   "time": 529.1900792670203,
   "param": [
    {
     "p": 0.05141325667500496,
     "m": 1.0
    },
    {
     "p": 0.04632401466369629,
     "m": 1.0
    },
    {
     "p": 0.04744335263967514,
     "m": 1.0
    },
    {
     "p": 0.03547701984643936,
     "m": 1.0
    },
    {
     "p": 0.05209285765886307,
     "m": 1.0
    },
    {
     "p": 0.0736532211303711,
     "m": 1.0
    },
    {
     "p": 0.04731659218668938,
     "m": 1.0
    },
    {
     "p": 0.05220356583595276,
     "m": 1.0
    },
    {
     "p": 0.04756755754351616,
     "m": 1.0
    },
    {
     "p": 0.06617464870214462,
     "m": 1.0
    },
    {
     "p": 0.06570466607809067,
     "m": 1.0
    },
    {
     "p": 0.058401647955179214,
     "m": 1.0
    },
    {
     "p": 0.07396066188812256,
     "m": 1.0
    },
    {
     "p": 0.06507223099470139,
     "m": 1.0
    },
    {
     "p": 0.06584148854017258,
     "m": 1.0
    },
    {
     "p": 0.06790070235729218,
     "m": 1.0
    },
    {
     "p": 0.03171641007065773,
     "m": 1.0
    },
    {
     "p": 0.051736101508140564,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.3754760026931763,
   "val_loss": 1.0077524185180664,
   "acc": 64.6,
   "time": 536.2711474809912,
   "param": [
    {
     "p": 0.04965393617749214,
     "m": 1.0
    },
    {
     "p": 0.03373158350586891,
     "m": 1.0
    },
    {
     "p": 0.06357291340827942,
     "m": 1.0
    },
    {
     "p": 0.034514088183641434,
     "m": 1.0
    },
    {
     "p": 0.019846757873892784,
     "m": 1.0
    },
    {
     "p": 0.03040388785302639,
     "m": 1.0
    },
    {
     "p": 0.07511331140995026,
     "m": 1.0
    },
    {
     "p": 0.06473839282989502,
     "m": 1.0
    },
    {
     "p": 0.04378131404519081,
     "m": 1.0
    },
    {
     "p": 0.0542965866625309,
     "m": 1.0
    },
    {
     "p": 0.0709783136844635,
     "m": 1.0
    },
    {
     "p": 0.05970001593232155,
     "m": 1.0
    },
    {
     "p": 0.11331590265035629,
     "m": 1.0
    },
    {
     "p": 0.04942335933446884,
     "m": 1.0
    },
    {
     "p": 0.10007082670927048,
     "m": 1.0
    },
    {
     "p": 0.10473671555519104,
     "m": 1.0
    },
    {
     "p": 0.01550176739692688,
     "m": 1.0
    },
    {
     "p": 0.016620341688394547,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.3349441289901733,
   "val_loss": 1.1276097297668457,
   "acc": 64.33,
   "time": 534.6088327089965,
   "param": [
    {
     "p": 0.0879339799284935,
     "m": 1.0
    },
    {
     "p": 0.0342700220644474,
     "m": 1.0
    },
    {
     "p": 0.045308806002140045,
     "m": 1.0
    },
    {
     "p": 0.01877976767718792,
     "m": 1.0
    },
    {
     "p": 0.03812234848737717,
     "m": 1.0
    },
    {
     "p": 0.07514694333076477,
     "m": 1.0
    },
    {
     "p": 0.05781146511435509,
     "m": 1.0
    },
    {
     "p": 0.06174303963780403,
     "m": 1.0
    },
    {
     "p": 0.09351512789726257,
     "m": 1.0
    },
    {
     "p": 0.0100990766659379,
     "m": 1.0
    },
    {
     "p": 0.07338251173496246,
     "m": 1.0
    },
    {
     "p": 0.0589364618062973,
     "m": 1.0
    },
    {
     "p": 0.044976651668548584,
     "m": 1.0
    },
    {
     "p": 0.06197613850235939,
     "m": 1.0
    },
    {
     "p": 0.06283360719680786,
     "m": 1.0
    },
    {
     "p": 0.07620614767074585,
     "m": 1.0
    },
    {
     "p": 0.05296534299850464,
     "m": 1.0
    },
    {
     "p": 0.045992620289325714,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.3167080879211426,
   "val_loss": 1.1946738958358765,
   "acc": 64.86,
   "time": 534.6807088269852,
   "param": [
    {
     "p": 0.06771261245012283,
     "m": 1.0
    },
    {
     "p": 0.030347146093845367,
     "m": 1.0
    },
    {
     "p": 0.05126486346125603,
     "m": 1.0
    },
    {
     "p": 0.08357180655002594,
     "m": 1.0
    },
    {
     "p": 0.04717838391661644,
     "m": 1.0
    },
    {
     "p": 0.044152650982141495,
     "m": 1.0
    },
    {
     "p": 0.0499349944293499,
     "m": 1.0
    },
    {
     "p": 0.03816908225417137,
     "m": 1.0
    },
    {
     "p": 0.07145372778177261,
     "m": 1.0
    },
    {
     "p": 0.061007387936115265,
     "m": 1.0
    },
    {
     "p": 0.08800897002220154,
     "m": 1.0
    },
    {
     "p": 0.05846147611737251,
     "m": 1.0
    },
    {
     "p": 0.034738391637802124,
     "m": 1.0
    },
    {
     "p": 0.04181726276874542,
     "m": 1.0
    },
    {
     "p": 0.06920011341571808,
     "m": 1.0
    },
    {
     "p": 0.091385118663311,
     "m": 1.0
    },
    {
     "p": 0.05387282744050026,
     "m": 1.0
    },
    {
     "p": 0.01772313565015793,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.296580195426941,
   "val_loss": 1.096073865890503,
   "acc": 64.49,
   "time": 537.0949040140258,
   "param": [
    {
     "p": 0.04830640181899071,
     "m": 1.0
    },
    {
     "p": 0.0270348209887743,
     "m": 1.0
    },
    {
     "p": 0.03816809132695198,
     "m": 1.0
    },
    {
     "p": 0.06338702887296677,
     "m": 1.0
    },
    {
     "p": 0.06550339609384537,
     "m": 1.0
    },
    {
     "p": 0.08443501591682434,
     "m": 1.0
    },
    {
     "p": 0.04409877955913544,
     "m": 1.0
    },
    {
     "p": 0.051919348537921906,
     "m": 1.0
    },
    {
     "p": 0.0640566498041153,
     "m": 1.0
    },
    {
     "p": 0.0549309216439724,
     "m": 1.0
    },
    {
     "p": 0.0695091262459755,
     "m": 1.0
    },
    {
     "p": 0.05514433979988098,
     "m": 1.0
    },
    {
     "p": 0.07026378810405731,
     "m": 1.0
    },
    {
     "p": 0.054007768630981445,
     "m": 1.0
    },
    {
     "p": 0.053806498646736145,
     "m": 1.0
    },
    {
     "p": 0.05703920125961304,
     "m": 1.0
    },
    {
     "p": 0.057540666311979294,
     "m": 1.0
    },
    {
     "p": 0.04084830358624458,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.2753472328186035,
   "val_loss": 0.964643120765686,
   "acc": 65.61,
   "time": 536.6825856060022,
   "param": [
    {
     "p": 0.07199806720018387,
     "m": 1.0
    },
    {
     "p": 0.013161124661564827,
     "m": 1.0
    },
    {
     "p": 0.058676403015851974,
     "m": 1.0
    },
    {
     "p": 0.03368845954537392,
     "m": 1.0
    },
    {
     "p": 0.007486854679882526,
     "m": 1.0
    },
    {
     "p": 0.0309761930257082,
     "m": 1.0
    },
    {
     "p": 0.08613040298223495,
     "m": 1.0
    },
    {
     "p": 0.05278598889708519,
     "m": 1.0
    },
    {
     "p": 0.0720987394452095,
     "m": 1.0
    },
    {
     "p": 0.06903602182865143,
     "m": 1.0
    },
    {
     "p": 0.059378232806921005,
     "m": 1.0
    },
    {
     "p": 0.07220976799726486,
     "m": 1.0
    },
    {
     "p": 0.08376511931419373,
     "m": 1.0
    },
    {
     "p": 0.038472604006528854,
     "m": 1.0
    },
    {
     "p": 0.06938473135232925,
     "m": 1.0
    },
    {
     "p": 0.0734393522143364,
     "m": 1.0
    },
    {
     "p": 0.04907896742224693,
     "m": 1.0
    },
    {
     "p": 0.05823306739330292,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.164329171180725,
   "val_loss": 1.0803614854812622,
   "acc": 64.69,
   "time": 529.3482906830031,
   "param": [
    {
     "p": 0.05011250451207161,
     "m": 1.0
    },
    {
     "p": 0.037253059446811676,
     "m": 1.0
    },
    {
     "p": 0.06182331219315529,
     "m": 1.0
    },
    {
     "p": 0.006996070500463247,
     "m": 1.0
    },
    {
     "p": 0.005726926494389772,
     "m": 1.0
    },
    {
     "p": 0.0757736787199974,
     "m": 1.0
    },
    {
     "p": 0.05953141674399376,
     "m": 1.0
    },
    {
     "p": 0.06627854704856873,
     "m": 1.0
    },
    {
     "p": 0.07328466325998306,
     "m": 1.0
    },
    {
     "p": 0.06744716316461563,
     "m": 1.0
    },
    {
     "p": 0.0875372514128685,
     "m": 1.0
    },
    {
     "p": 0.0577511303126812,
     "m": 1.0
    },
    {
     "p": 0.07111426442861557,
     "m": 1.0
    },
    {
     "p": 0.05866392329335213,
     "m": 1.0
    },
    {
     "p": 0.07038234919309616,
     "m": 1.0
    },
    {
     "p": 0.04291694611310959,
     "m": 1.0
    },
    {
     "p": 0.04448680952191353,
     "m": 1.0
    },
    {
     "p": 0.06292005628347397,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.3876256942749023,
   "val_loss": 1.0090934038162231,
   "acc": 64.48,
   "time": 536.4976153739844,
   "param": [
    {
     "p": 0.08701944351196289,
     "m": 1.0
    },
    {
     "p": 0.05271230265498161,
     "m": 1.0
    },
    {
     "p": 0.0714467316865921,
     "m": 1.0
    },
    {
     "p": 0.02609359100461006,
     "m": 1.0
    },
    {
     "p": 0.018229948356747627,
     "m": 1.0
    },
    {
     "p": 0.04151277244091034,
     "m": 1.0
    },
    {
     "p": 0.0620124489068985,
     "m": 1.0
    },
    {
     "p": 0.07084044069051743,
     "m": 1.0
    },
    {
     "p": 0.06373734027147293,
     "m": 1.0
    },
    {
     "p": 0.06047726050019264,
     "m": 1.0
    },
    {
     "p": 0.06687603145837784,
     "m": 1.0
    },
    {
     "p": 0.05521007254719734,
     "m": 1.0
    },
    {
     "p": 0.06414642930030823,
     "m": 1.0
    },
    {
     "p": 0.06443043053150177,
     "m": 1.0
    },
    {
     "p": 0.05238758772611618,
     "m": 1.0
    },
    {
     "p": 0.062239762395620346,
     "m": 1.0
    },
    {
     "p": 0.034006014466285706,
     "m": 1.0
    },
    {
     "p": 0.046621356159448624,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.1919424533843994,
   "val_loss": 0.896023154258728,
   "acc": 64.9,
   "time": 531.3383263470023,
   "param": [
    {
     "p": 0.06833317130804062,
     "m": 1.0
    },
    {
     "p": 0.04632728546857834,
     "m": 1.0
    },
    {
     "p": 0.08246500045061111,
     "m": 1.0
    },
    {
     "p": 0.048574186861515045,
     "m": 1.0
    },
    {
     "p": 0.04615918919444084,
     "m": 1.0
    },
    {
     "p": 0.02834644541144371,
     "m": 1.0
    },
    {
     "p": 0.0484863705933094,
     "m": 1.0
    },
    {
     "p": 0.04723118990659714,
     "m": 1.0
    },
    {
     "p": 0.06955906748771667,
     "m": 1.0
    },
    {
     "p": 0.06844678521156311,
     "m": 1.0
    },
    {
     "p": 0.07006166875362396,
     "m": 1.0
    },
    {
     "p": 0.07130572199821472,
     "m": 1.0
    },
    {
     "p": 0.07141824811697006,
     "m": 1.0
    },
    {
     "p": 0.03326026722788811,
     "m": 1.0
    },
    {
     "p": 0.054056454449892044,
     "m": 1.0
    },
    {
     "p": 0.08465525507926941,
     "m": 1.0
    },
    {
     "p": 0.019726665690541267,
     "m": 1.0
    },
    {
     "p": 0.04158712923526764,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.3841367959976196,
   "val_loss": 0.883584201335907,
   "acc": 66.58,
   "time": 534.5698601999902,
   "param": [
    {
     "p": 0.06654860079288483,
     "m": 1.0
    },
    {
     "p": 0.023651104420423508,
     "m": 1.0
    },
    {
     "p": 0.07473938167095184,
     "m": 1.0
    },
    {
     "p": 0.04232973977923393,
     "m": 1.0
    },
    {
     "p": 0.05553078651428223,
     "m": 1.0
    },
    {
     "p": 0.06378516554832458,
     "m": 1.0
    },
    {
     "p": 0.04405273497104645,
     "m": 1.0
    },
    {
     "p": 0.042140454053878784,
     "m": 1.0
    },
    {
     "p": 0.07832638174295425,
     "m": 1.0
    },
    {
     "p": 0.03474506363272667,
     "m": 1.0
    },
    {
     "p": 0.06640150398015976,
     "m": 1.0
    },
    {
     "p": 0.06741458177566528,
     "m": 1.0
    },
    {
     "p": 0.08387859165668488,
     "m": 1.0
    },
    {
     "p": 0.057553503662347794,
     "m": 1.0
    },
    {
     "p": 0.04786365479230881,
     "m": 1.0
    },
    {
     "p": 0.05539952218532562,
     "m": 1.0
    },
    {
     "p": 0.06380647420883179,
     "m": 1.0
    },
    {
     "p": 0.03183276206254959,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.3706127405166626,
   "val_loss": 0.9484140276908875,
   "acc": 65.41,
   "time": 534.475303462008,
   "param": [
    {
     "p": 0.07943394780158997,
     "m": 1.0
    },
    {
     "p": 0.035060618072748184,
     "m": 1.0
    },
    {
     "p": 0.06331046670675278,
     "m": 1.0
    },
    {
     "p": 0.04817633703351021,
     "m": 1.0
    },
    {
     "p": 0.03900105506181717,
     "m": 1.0
    },
    {
     "p": 0.03219029679894447,
     "m": 1.0
    },
    {
     "p": 0.05828485265374184,
     "m": 1.0
    },
    {
     "p": 0.04452122002840042,
     "m": 1.0
    },
    {
     "p": 0.06705533713102341,
     "m": 1.0
    },
    {
     "p": 0.06943430006504059,
     "m": 1.0
    },
    {
     "p": 0.06305603682994843,
     "m": 1.0
    },
    {
     "p": 0.06959881633520126,
     "m": 1.0
    },
    {
     "p": 0.06470271199941635,
     "m": 1.0
    },
    {
     "p": 0.057598717510700226,
     "m": 1.0
    },
    {
     "p": 0.0719597265124321,
     "m": 1.0
    },
    {
     "p": 0.06344703584909439,
     "m": 1.0
    },
    {
     "p": 0.04479299858212471,
     "m": 1.0
    },
    {
     "p": 0.028375493362545967,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.2586432695388794,
   "val_loss": 0.9639766216278076,
   "acc": 66.06,
   "time": 533.7085070269532,
   "param": [
    {
     "p": 0.07894313335418701,
     "m": 1.0
    },
    {
     "p": 0.03172992542386055,
     "m": 1.0
    },
    {
     "p": 0.061282385140657425,
     "m": 1.0
    },
    {
     "p": 0.047445885837078094,
     "m": 1.0
    },
    {
     "p": 0.027565166354179382,
     "m": 1.0
    },
    {
     "p": 0.0487472340464592,
     "m": 1.0
    },
    {
     "p": 0.06542208045721054,
     "m": 1.0
    },
    {
     "p": 0.0823722779750824,
     "m": 1.0
    },
    {
     "p": 0.06826651096343994,
     "m": 1.0
    },
    {
     "p": 0.06652680784463882,
     "m": 1.0
    },
    {
     "p": 0.06583449244499207,
     "m": 1.0
    },
    {
     "p": 0.05832388252019882,
     "m": 1.0
    },
    {
     "p": 0.08481135964393616,
     "m": 1.0
    },
    {
     "p": 0.03327549993991852,
     "m": 1.0
    },
    {
     "p": 0.06862130761146545,
     "m": 1.0
    },
    {
     "p": 0.07444769144058228,
     "m": 1.0
    },
    {
     "p": 0.008967147208750248,
     "m": 1.0
    },
    {
     "p": 0.027417359873652458,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.3925949335098267,
   "val_loss": 0.913062334060669,
   "acc": 65.46,
   "time": 529.9397186390124,
   "param": [
    {
     "p": 0.06030833348631859,
     "m": 1.0
    },
    {
     "p": 0.05398973450064659,
     "m": 1.0
    },
    {
     "p": 0.07766682654619217,
     "m": 1.0
    },
    {
     "p": 0.055733438581228256,
     "m": 1.0
    },
    {
     "p": 0.037176284939050674,
     "m": 1.0
    },
    {
     "p": 0.040746528655290604,
     "m": 1.0
    },
    {
     "p": 0.04034983366727829,
     "m": 1.0
    },
    {
     "p": 0.04506491497159004,
     "m": 1.0
    },
    {
     "p": 0.08369173854589462,
     "m": 1.0
    },
    {
     "p": 0.06097973510622978,
     "m": 1.0
    },
    {
     "p": 0.07098641991615295,
     "m": 1.0
    },
    {
     "p": 0.021379675716161728,
     "m": 1.0
    },
    {
     "p": 0.08170697093009949,
     "m": 1.0
    },
    {
     "p": 0.05099720135331154,
     "m": 1.0
    },
    {
     "p": 0.07500883936882019,
     "m": 1.0
    },
    {
     "p": 0.07278219610452652,
     "m": 1.0
    },
    {
     "p": 0.023726971819996834,
     "m": 1.0
    },
    {
     "p": 0.04770451411604881,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.46760892868042,
   "val_loss": 0.9605035185813904,
   "acc": 65.83,
   "time": 532.8791332840337,
   "param": [
    {
     "p": 0.057748228311538696,
     "m": 1.0
    },
    {
     "p": 0.05839873477816582,
     "m": 1.0
    },
    {
     "p": 0.07463623583316803,
     "m": 1.0
    },
    {
     "p": 0.06155771762132645,
     "m": 1.0
    },
    {
     "p": 0.051280003041028976,
     "m": 1.0
    },
    {
     "p": 0.0519024059176445,
     "m": 1.0
    },
    {
     "p": 0.06880597770214081,
     "m": 1.0
    },
    {
     "p": 0.06715085357427597,
     "m": 1.0
    },
    {
     "p": 0.04663921520113945,
     "m": 1.0
    },
    {
     "p": 0.05458030104637146,
     "m": 1.0
    },
    {
     "p": 0.05177465081214905,
     "m": 1.0
    },
    {
     "p": 0.04555488005280495,
     "m": 1.0
    },
    {
     "p": 0.07975854724645615,
     "m": 1.0
    },
    {
     "p": 0.05756831914186478,
     "m": 1.0
    },
    {
     "p": 0.047510210424661636,
     "m": 1.0
    },
    {
     "p": 0.048989187926054,
     "m": 1.0
    },
    {
     "p": 0.03569541499018669,
     "m": 1.0
    },
    {
     "p": 0.04044908285140991,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.3492486476898193,
   "val_loss": 1.0456819534301758,
   "acc": 65.93,
   "time": 528.2253640889539,
   "param": [
    {
     "p": 0.055512670427560806,
     "m": 1.0
    },
    {
     "p": 0.02254417911171913,
     "m": 1.0
    },
    {
     "p": 0.040226154029369354,
     "m": 1.0
    },
    {
     "p": 0.04861960932612419,
     "m": 1.0
    },
    {
     "p": 0.053147200495004654,
     "m": 1.0
    },
    {
     "p": 0.0477442592382431,
     "m": 1.0
    },
    {
     "p": 0.06239025294780731,
     "m": 1.0
    },
    {
     "p": 0.05540007725358009,
     "m": 1.0
    },
    {
     "p": 0.06738423556089401,
     "m": 1.0
    },
    {
     "p": 0.07072870433330536,
     "m": 1.0
    },
    {
     "p": 0.059596870094537735,
     "m": 1.0
    },
    {
     "p": 0.06079646572470665,
     "m": 1.0
    },
    {
     "p": 0.06244722381234169,
     "m": 1.0
    },
    {
     "p": 0.0650874450802803,
     "m": 1.0
    },
    {
     "p": 0.04726684093475342,
     "m": 1.0
    },
    {
     "p": 0.05802568793296814,
     "m": 1.0
    },
    {
     "p": 0.06607099622488022,
     "m": 1.0
    },
    {
     "p": 0.05701111629605293,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.3998987674713135,
   "val_loss": 0.9558650851249695,
   "acc": 65.62,
   "time": 533.4794678199687,
   "param": [
    {
     "p": 0.053285155445337296,
     "m": 1.0
    },
    {
     "p": 0.038080014288425446,
     "m": 1.0
    },
    {
     "p": 0.07255582511425018,
     "m": 1.0
    },
    {
     "p": 0.04911576211452484,
     "m": 1.0
    },
    {
     "p": 0.0166059210896492,
     "m": 1.0
    },
    {
     "p": 0.05097676068544388,
     "m": 1.0
    },
    {
     "p": 0.07105067372322083,
     "m": 1.0
    },
    {
     "p": 0.04958855360746384,
     "m": 1.0
    },
    {
     "p": 0.06900449842214584,
     "m": 1.0
    },
    {
     "p": 0.0428234301507473,
     "m": 1.0
    },
    {
     "p": 0.06217825785279274,
     "m": 1.0
    },
    {
     "p": 0.07155236601829529,
     "m": 1.0
    },
    {
     "p": 0.07423187047243118,
     "m": 1.0
    },
    {
     "p": 0.06091953068971634,
     "m": 1.0
    },
    {
     "p": 0.05480244383215904,
     "m": 1.0
    },
    {
     "p": 0.06712351739406586,
     "m": 1.0
    },
    {
     "p": 0.04385236278176308,
     "m": 1.0
    },
    {
     "p": 0.052252914756536484,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.2775781154632568,
   "val_loss": 0.948090136051178,
   "acc": 67.1,
   "time": 536.1053661460173,
   "param": [
    {
     "p": 0.06641152501106262,
     "m": 1.0
    },
    {
     "p": 0.029840553179383278,
     "m": 1.0
    },
    {
     "p": 0.06724435836076736,
     "m": 1.0
    },
    {
     "p": 0.04985286667943001,
     "m": 1.0
    },
    {
     "p": 0.04955805465579033,
     "m": 1.0
    },
    {
     "p": 0.07046480476856232,
     "m": 1.0
    },
    {
     "p": 0.06967029720544815,
     "m": 1.0
    },
    {
     "p": 0.06163093075156212,
     "m": 1.0
    },
    {
     "p": 0.04966099187731743,
     "m": 1.0
    },
    {
     "p": 0.028701771050691605,
     "m": 1.0
    },
    {
     "p": 0.05458233878016472,
     "m": 1.0
    },
    {
     "p": 0.07687988132238388,
     "m": 1.0
    },
    {
     "p": 0.07117710262537003,
     "m": 1.0
    },
    {
     "p": 0.045696306973695755,
     "m": 1.0
    },
    {
     "p": 0.06567388027906418,
     "m": 1.0
    },
    {
     "p": 0.05703398212790489,
     "m": 1.0
    },
    {
     "p": 0.032353926450014114,
     "m": 1.0
    },
    {
     "p": 0.05356638878583908,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.2480380535125732,
   "val_loss": 0.9374060034751892,
   "acc": 65.94,
   "time": 532.1157257679733,
   "param": [
    {
     "p": 0.054832879453897476,
     "m": 1.0
    },
    {
     "p": 0.028887208551168442,
     "m": 1.0
    },
    {
     "p": 0.05404464900493622,
     "m": 1.0
    },
    {
     "p": 0.06706105172634125,
     "m": 1.0
    },
    {
     "p": 0.06542894244194031,
     "m": 1.0
    },
    {
     "p": 0.05834200978279114,
     "m": 1.0
    },
    {
     "p": 0.04976024106144905,
     "m": 1.0
    },
    {
     "p": 0.049615442752838135,
     "m": 1.0
    },
    {
     "p": 0.067311592400074,
     "m": 1.0
    },
    {
     "p": 0.07726175338029861,
     "m": 1.0
    },
    {
     "p": 0.0670994371175766,
     "m": 1.0
    },
    {
     "p": 0.07412485778331757,
     "m": 1.0
    },
    {
     "p": 0.03649798408150673,
     "m": 1.0
    },
    {
     "p": 0.06426307559013367,
     "m": 1.0
    },
    {
     "p": 0.055175814777612686,
     "m": 1.0
    },
    {
     "p": 0.06513134390115738,
     "m": 1.0
    },
    {
     "p": 0.03500230610370636,
     "m": 1.0
    },
    {
     "p": 0.03015945851802826,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.4144586324691772,
   "val_loss": 0.912128210067749,
   "acc": 67.06,
   "time": 532.2285015949747,
   "param": [
    {
     "p": 0.08047763258218765,
     "m": 1.0
    },
    {
     "p": 0.011549730785191059,
     "m": 1.0
    },
    {
     "p": 0.06959513574838638,
     "m": 1.0
    },
    {
     "p": 0.06714485585689545,
     "m": 1.0
    },
    {
     "p": 0.05539420619606972,
     "m": 1.0
    },
    {
     "p": 0.04289586842060089,
     "m": 1.0
    },
    {
     "p": 0.04400387406349182,
     "m": 1.0
    },
    {
     "p": 0.03143841028213501,
     "m": 1.0
    },
    {
     "p": 0.055718544870615005,
     "m": 1.0
    },
    {
     "p": 0.08312542736530304,
     "m": 1.0
    },
    {
     "p": 0.0941016748547554,
     "m": 1.0
    },
    {
     "p": 0.06099952012300491,
     "m": 1.0
    },
    {
     "p": 0.06875517964363098,
     "m": 1.0
    },
    {
     "p": 0.03341726213693619,
     "m": 1.0
    },
    {
     "p": 0.06884114444255829,
     "m": 1.0
    },
    {
     "p": 0.053200773894786835,
     "m": 1.0
    },
    {
     "p": 0.03362123295664787,
     "m": 1.0
    },
    {
     "p": 0.04571946710348129,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.5205919742584229,
   "val_loss": 0.9627150297164917,
   "acc": 66.87,
   "time": 536.126243324019,
   "param": [
    {
     "p": 0.07006235420703888,
     "m": 1.0
    },
    {
     "p": 0.061177611351013184,
     "m": 1.0
    },
    {
     "p": 0.06192055344581604,
     "m": 1.0
    },
    {
     "p": 0.038082946091890335,
     "m": 1.0
    },
    {
     "p": 0.04447989538311958,
     "m": 1.0
    },
    {
     "p": 0.040864087641239166,
     "m": 1.0
    },
    {
     "p": 0.0576246939599514,
     "m": 1.0
    },
    {
     "p": 0.04150786250829697,
     "m": 1.0
    },
    {
     "p": 0.07692068070173264,
     "m": 1.0
    },
    {
     "p": 0.04853399097919464,
     "m": 1.0
    },
    {
     "p": 0.05710890144109726,
     "m": 1.0
    },
    {
     "p": 0.04890400916337967,
     "m": 1.0
    },
    {
     "p": 0.07116597145795822,
     "m": 1.0
    },
    {
     "p": 0.06220659986138344,
     "m": 1.0
    },
    {
     "p": 0.062336064875125885,
     "m": 1.0
    },
    {
     "p": 0.06597726047039032,
     "m": 1.0
    },
    {
     "p": 0.0398993082344532,
     "m": 1.0
    },
    {
     "p": 0.05122729018330574,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.2993223667144775,
   "val_loss": 0.9330893754959106,
   "acc": 66.28,
   "time": 532.5996216170024,
   "param": [
    {
     "p": 0.052438583225011826,
     "m": 1.0
    },
    {
     "p": 0.034430619329214096,
     "m": 1.0
    },
    {
     "p": 0.07916922867298126,
     "m": 1.0
    },
    {
     "p": 0.06239859759807587,
     "m": 1.0
    },
    {
     "p": 0.046871691942214966,
     "m": 1.0
    },
    {
     "p": 0.049212899059057236,
     "m": 1.0
    },
    {
     "p": 0.05236322432756424,
     "m": 1.0
    },
    {
     "p": 0.061313845217227936,
     "m": 1.0
    },
    {
     "p": 0.06988763064146042,
     "m": 1.0
    },
    {
     "p": 0.05761793628334999,
     "m": 1.0
    },
    {
     "p": 0.059751253575086594,
     "m": 1.0
    },
    {
     "p": 0.05200439691543579,
     "m": 1.0
    },
    {
     "p": 0.06057998165488243,
     "m": 1.0
    },
    {
     "p": 0.022224295884370804,
     "m": 1.0
    },
    {
     "p": 0.06753859668970108,
     "m": 1.0
    },
    {
     "p": 0.06918792426586151,
     "m": 1.0
    },
    {
     "p": 0.042868372052907944,
     "m": 1.0
    },
    {
     "p": 0.060140859335660934,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.2866590023040771,
   "val_loss": 0.9574446678161621,
   "acc": 66.67,
   "time": 485.6407703819568,
   "param": [
    {
     "p": 0.06518577039241791,
     "m": 1.0
    },
    {
     "p": 0.04298411309719086,
     "m": 1.0
    },
    {
     "p": 0.06171117722988129,
     "m": 1.0
    },
    {
     "p": 0.06184825301170349,
     "m": 1.0
    },
    {
     "p": 0.05282946676015854,
     "m": 1.0
    },
    {
     "p": 0.06215941160917282,
     "m": 1.0
    },
    {
     "p": 0.06619859486818314,
     "m": 1.0
    },
    {
     "p": 0.05827146768569946,
     "m": 1.0
    },
    {
     "p": 0.05980720743536949,
     "m": 1.0
    },
    {
     "p": 0.04823096841573715,
     "m": 1.0
    },
    {
     "p": 0.06857502460479736,
     "m": 1.0
    },
    {
     "p": 0.04728244990110397,
     "m": 1.0
    },
    {
     "p": 0.06792107969522476,
     "m": 1.0
    },
    {
     "p": 0.04435670003294945,
     "m": 1.0
    },
    {
     "p": 0.041495371609926224,
     "m": 1.0
    },
    {
     "p": 0.042331159114837646,
     "m": 1.0
    },
    {
     "p": 0.055340707302093506,
     "m": 1.0
    },
    {
     "p": 0.05347105488181114,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.5234712362289429,
   "val_loss": 0.8336932063102722,
   "acc": 67.66,
   "time": 228.60804078599904,
   "param": [
    {
     "p": 0.07056794315576553,
     "m": 1.0
    },
    {
     "p": 0.03218434378504753,
     "m": 1.0
    },
    {
     "p": 0.06385298073291779,
     "m": 1.0
    },
    {
     "p": 0.03187734633684158,
     "m": 1.0
    },
    {
     "p": 0.05653655529022217,
     "m": 1.0
    },
    {
     "p": 0.045026037842035294,
     "m": 1.0
    },
    {
     "p": 0.07916846871376038,
     "m": 1.0
    },
    {
     "p": 0.05796751007437706,
     "m": 1.0
    },
    {
     "p": 0.054421741515398026,
     "m": 1.0
    },
    {
     "p": 0.05429374426603317,
     "m": 1.0
    },
    {
     "p": 0.055034980177879333,
     "m": 1.0
    },
    {
     "p": 0.07532789558172226,
     "m": 1.0
    },
    {
     "p": 0.07261922955513,
     "m": 1.0
    },
    {
     "p": 0.04186679422855377,
     "m": 1.0
    },
    {
     "p": 0.0626147910952568,
     "m": 1.0
    },
    {
     "p": 0.05779343843460083,
     "m": 1.0
    },
    {
     "p": 0.05487493425607681,
     "m": 1.0
    },
    {
     "p": 0.03397131711244583,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.1717928647994995,
   "val_loss": 0.9259213209152222,
   "acc": 66.56,
   "time": 296.37699325202266,
   "param": [
    {
     "p": 0.06173549219965935,
     "m": 1.0
    },
    {
     "p": 0.022947106510400772,
     "m": 1.0
    },
    {
     "p": 0.0759299173951149,
     "m": 1.0
    },
    {
     "p": 0.03615231066942215,
     "m": 1.0
    },
    {
     "p": 0.0429205559194088,
     "m": 1.0
    },
    {
     "p": 0.036962248384952545,
     "m": 1.0
    },
    {
     "p": 0.06933054327964783,
     "m": 1.0
    },
    {
     "p": 0.062487661838531494,
     "m": 1.0
    },
    {
     "p": 0.07307767122983932,
     "m": 1.0
    },
    {
     "p": 0.05185224860906601,
     "m": 1.0
    },
    {
     "p": 0.06562083959579468,
     "m": 1.0
    },
    {
     "p": 0.07319042831659317,
     "m": 1.0
    },
    {
     "p": 0.05047087371349335,
     "m": 1.0
    },
    {
     "p": 0.049125321209430695,
     "m": 1.0
    },
    {
     "p": 0.07464351505041122,
     "m": 1.0
    },
    {
     "p": 0.07305549830198288,
     "m": 1.0
    },
    {
     "p": 0.05557418242096901,
     "m": 1.0
    },
    {
     "p": 0.024923622608184814,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.166882038116455,
   "val_loss": 0.9172155857086182,
   "acc": 67.72,
   "time": 533.591783146956,
   "param": [
    {
     "p": 0.05632547661662102,
     "m": 1.0
    },
    {
     "p": 0.022976519539952278,
     "m": 1.0
    },
    {
     "p": 0.05020935833454132,
     "m": 1.0
    },
    {
     "p": 0.04294469580054283,
     "m": 1.0
    },
    {
     "p": 0.05841381847858429,
     "m": 1.0
    },
    {
     "p": 0.03956156224012375,
     "m": 1.0
    },
    {
     "p": 0.06321749836206436,
     "m": 1.0
    },
    {
     "p": 0.04359443485736847,
     "m": 1.0
    },
    {
     "p": 0.05859031155705452,
     "m": 1.0
    },
    {
     "p": 0.06421280652284622,
     "m": 1.0
    },
    {
     "p": 0.09492913633584976,
     "m": 1.0
    },
    {
     "p": 0.06242707744240761,
     "m": 1.0
    },
    {
     "p": 0.07016119360923767,
     "m": 1.0
    },
    {
     "p": 0.0506000816822052,
     "m": 1.0
    },
    {
     "p": 0.06259766966104507,
     "m": 1.0
    },
    {
     "p": 0.05774898827075958,
     "m": 1.0
    },
    {
     "p": 0.037509310990571976,
     "m": 1.0
    },
    {
     "p": 0.06398014724254608,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.4056777954101562,
   "val_loss": 0.872788667678833,
   "acc": 67.11,
   "time": 532.9989248649799,
   "param": [
    {
     "p": 0.061395589262247086,
     "m": 1.0
    },
    {
     "p": 0.03513425588607788,
     "m": 1.0
    },
    {
     "p": 0.04693162441253662,
     "m": 1.0
    },
    {
     "p": 0.06175118312239647,
     "m": 1.0
    },
    {
     "p": 0.022925226017832756,
     "m": 1.0
    },
    {
     "p": 0.05841640755534172,
     "m": 1.0
    },
    {
     "p": 0.08022066950798035,
     "m": 1.0
    },
    {
     "p": 0.07963516563177109,
     "m": 1.0
    },
    {
     "p": 0.05974629893898964,
     "m": 1.0
    },
    {
     "p": 0.060948651283979416,
     "m": 1.0
    },
    {
     "p": 0.062301404774188995,
     "m": 1.0
    },
    {
     "p": 0.07063838839530945,
     "m": 1.0
    },
    {
     "p": 0.06140688434243202,
     "m": 1.0
    },
    {
     "p": 0.05307083949446678,
     "m": 1.0
    },
    {
     "p": 0.058954767882823944,
     "m": 1.0
    },
    {
     "p": 0.06559201329946518,
     "m": 1.0
    },
    {
     "p": 0.02859601005911827,
     "m": 1.0
    },
    {
     "p": 0.03233460336923599,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.2284538745880127,
   "val_loss": 0.9015510082244873,
   "acc": 67.49,
   "time": 537.3005430090125,
   "param": [
    {
     "p": 0.05538981780409813,
     "m": 1.0
    },
    {
     "p": 0.04781307280063629,
     "m": 1.0
    },
    {
     "p": 0.05624819174408913,
     "m": 1.0
    },
    {
     "p": 0.054216064512729645,
     "m": 1.0
    },
    {
     "p": 0.04002923518419266,
     "m": 1.0
    },
    {
     "p": 0.05065884813666344,
     "m": 1.0
    },
    {
     "p": 0.05179803818464279,
     "m": 1.0
    },
    {
     "p": 0.0641765147447586,
     "m": 1.0
    },
    {
     "p": 0.052758026868104935,
     "m": 1.0
    },
    {
     "p": 0.06107748672366142,
     "m": 1.0
    },
    {
     "p": 0.07446164637804031,
     "m": 1.0
    },
    {
     "p": 0.05371306091547012,
     "m": 1.0
    },
    {
     "p": 0.06606396287679672,
     "m": 1.0
    },
    {
     "p": 0.05679730698466301,
     "m": 1.0
    },
    {
     "p": 0.05514087527990341,
     "m": 1.0
    },
    {
     "p": 0.054974060505628586,
     "m": 1.0
    },
    {
     "p": 0.052511025220155716,
     "m": 1.0
    },
    {
     "p": 0.05217274650931358,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.2402687072753906,
   "val_loss": 1.045093059539795,
   "acc": 67.75,
   "time": 534.6582866760436,
   "param": [
    {
     "p": 0.0560055635869503,
     "m": 1.0
    },
    {
     "p": 0.04535847529768944,
     "m": 1.0
    },
    {
     "p": 0.061348795890808105,
     "m": 1.0
    },
    {
     "p": 0.07517052441835403,
     "m": 1.0
    },
    {
     "p": 0.052652060985565186,
     "m": 1.0
    },
    {
     "p": 0.04951341077685356,
     "m": 1.0
    },
    {
     "p": 0.06515128165483475,
     "m": 1.0
    },
    {
     "p": 0.04058234021067619,
     "m": 1.0
    },
    {
     "p": 0.06922152638435364,
     "m": 1.0
    },
    {
     "p": 0.06666427850723267,
     "m": 1.0
    },
    {
     "p": 0.04206451401114464,
     "m": 1.0
    },
    {
     "p": 0.06927008181810379,
     "m": 1.0
    },
    {
     "p": 0.05346899479627609,
     "m": 1.0
    },
    {
     "p": 0.034877680242061615,
     "m": 1.0
    },
    {
     "p": 0.04598049074411392,
     "m": 1.0
    },
    {
     "p": 0.0662994384765625,
     "m": 1.0
    },
    {
     "p": 0.06050775200128555,
     "m": 1.0
    },
    {
     "p": 0.04586277902126312,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.0992873907089233,
   "val_loss": 0.8578792214393616,
   "acc": 67.02,
   "time": 535.6075141640031,
   "param": [
    {
     "p": 0.04596199467778206,
     "m": 1.0
    },
    {
     "p": 0.041982799768447876,
     "m": 1.0
    },
    {
     "p": 0.0794365182518959,
     "m": 1.0
    },
    {
     "p": 0.055527690798044205,
     "m": 1.0
    },
    {
     "p": 0.0448492057621479,
     "m": 1.0
    },
    {
     "p": 0.06339017301797867,
     "m": 1.0
    },
    {
     "p": 0.04452947527170181,
     "m": 1.0
    },
    {
     "p": 0.07040765881538391,
     "m": 1.0
    },
    {
     "p": 0.06845315545797348,
     "m": 1.0
    },
    {
     "p": 0.060124605894088745,
     "m": 1.0
    },
    {
     "p": 0.05556958541274071,
     "m": 1.0
    },
    {
     "p": 0.03539905697107315,
     "m": 1.0
    },
    {
     "p": 0.07888435572385788,
     "m": 1.0
    },
    {
     "p": 0.04802270978689194,
     "m": 1.0
    },
    {
     "p": 0.07175225764513016,
     "m": 1.0
    },
    {
     "p": 0.05707672983407974,
     "m": 1.0
    },
    {
     "p": 0.03899954631924629,
     "m": 1.0
    },
    {
     "p": 0.03963252156972885,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.1910563707351685,
   "val_loss": 0.839340329170227,
   "acc": 67.52,
   "time": 531.5190159259946,
   "param": [
    {
     "p": 0.05496184527873993,
     "m": 1.0
    },
    {
     "p": 0.03935810923576355,
     "m": 1.0
    },
    {
     "p": 0.07320567965507507,
     "m": 1.0
    },
    {
     "p": 0.04780277982354164,
     "m": 1.0
    },
    {
     "p": 0.06025378778576851,
     "m": 1.0
    },
    {
     "p": 0.04852936789393425,
     "m": 1.0
    },
    {
     "p": 0.06440571695566177,
     "m": 1.0
    },
    {
     "p": 0.05553478002548218,
     "m": 1.0
    },
    {
     "p": 0.07523932307958603,
     "m": 1.0
    },
    {
     "p": 0.05621400475502014,
     "m": 1.0
    },
    {
     "p": 0.06366101652383804,
     "m": 1.0
    },
    {
     "p": 0.05914152413606644,
     "m": 1.0
    },
    {
     "p": 0.064908467233181,
     "m": 1.0
    },
    {
     "p": 0.032450120896101,
     "m": 1.0
    },
    {
     "p": 0.06308139860630035,
     "m": 1.0
    },
    {
     "p": 0.054102301597595215,
     "m": 1.0
    },
    {
     "p": 0.04000921919941902,
     "m": 1.0
    },
    {
     "p": 0.04714054614305496,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.213574767112732,
   "val_loss": 1.0087674856185913,
   "acc": 68.01,
   "time": 528.9075217729551,
   "param": [
    {
     "p": 0.07461314648389816,
     "m": 1.0
    },
    {
     "p": 0.022218355908989906,
     "m": 1.0
    },
    {
     "p": 0.07425735145807266,
     "m": 1.0
    },
    {
     "p": 0.059892479330301285,
     "m": 1.0
    },
    {
     "p": 0.04497465118765831,
     "m": 1.0
    },
    {
     "p": 0.027303650975227356,
     "m": 1.0
    },
    {
     "p": 0.03414992615580559,
     "m": 1.0
    },
    {
     "p": 0.06228888779878616,
     "m": 1.0
    },
    {
     "p": 0.07550210505723953,
     "m": 1.0
    },
    {
     "p": 0.059221770614385605,
     "m": 1.0
    },
    {
     "p": 0.0723189190030098,
     "m": 1.0
    },
    {
     "p": 0.06610975414514542,
     "m": 1.0
    },
    {
     "p": 0.0722302719950676,
     "m": 1.0
    },
    {
     "p": 0.044760480523109436,
     "m": 1.0
    },
    {
     "p": 0.06939829885959625,
     "m": 1.0
    },
    {
     "p": 0.055927395820617676,
     "m": 1.0
    },
    {
     "p": 0.05807166546583176,
     "m": 1.0
    },
    {
     "p": 0.026760824024677277,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.349735975265503,
   "val_loss": 0.7753880620002747,
   "acc": 68.46,
   "time": 539.3380496070022,
   "param": [
    {
     "p": 0.07117555290460587,
     "m": 1.0
    },
    {
     "p": 0.011286690831184387,
     "m": 1.0
    },
    {
     "p": 0.06636437028646469,
     "m": 1.0
    },
    {
     "p": 0.036415569484233856,
     "m": 1.0
    },
    {
     "p": 0.034762900322675705,
     "m": 1.0
    },
    {
     "p": 0.04813511297106743,
     "m": 1.0
    },
    {
     "p": 0.04378773272037506,
     "m": 1.0
    },
    {
     "p": 0.07088221609592438,
     "m": 1.0
    },
    {
     "p": 0.06351960450410843,
     "m": 1.0
    },
    {
     "p": 0.0878070518374443,
     "m": 1.0
    },
    {
     "p": 0.03588837385177612,
     "m": 1.0
    },
    {
     "p": 0.07372032105922699,
     "m": 1.0
    },
    {
     "p": 0.07134483754634857,
     "m": 1.0
    },
    {
     "p": 0.06951981037855148,
     "m": 1.0
    },
    {
     "p": 0.058253683149814606,
     "m": 1.0
    },
    {
     "p": 0.06378407031297684,
     "m": 1.0
    },
    {
     "p": 0.05863489955663681,
     "m": 1.0
    },
    {
     "p": 0.034717146307229996,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.173298954963684,
   "val_loss": 0.9371024370193481,
   "acc": 68.15,
   "time": 536.9135883699637,
   "param": [
    {
     "p": 0.0678260549902916,
     "m": 1.0
    },
    {
     "p": 0.06059499830007553,
     "m": 1.0
    },
    {
     "p": 0.06686706095933914,
     "m": 1.0
    },
    {
     "p": 0.07841618359088898,
     "m": 1.0
    },
    {
     "p": 0.057127695530653,
     "m": 1.0
    },
    {
     "p": 0.045183442533016205,
     "m": 1.0
    },
    {
     "p": 0.07473205775022507,
     "m": 1.0
    },
    {
     "p": 0.03459448739886284,
     "m": 1.0
    },
    {
     "p": 0.05014852434396744,
     "m": 1.0
    },
    {
     "p": 0.04918869957327843,
     "m": 1.0
    },
    {
     "p": 0.06347513198852539,
     "m": 1.0
    },
    {
     "p": 0.04279400035738945,
     "m": 1.0
    },
    {
     "p": 0.06443317979574203,
     "m": 1.0
    },
    {
     "p": 0.03862898424267769,
     "m": 1.0
    },
    {
     "p": 0.0556236207485199,
     "m": 1.0
    },
    {
     "p": 0.05009327456355095,
     "m": 1.0
    },
    {
     "p": 0.039438556879758835,
     "m": 1.0
    },
    {
     "p": 0.06083410978317261,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.2545231580734253,
   "val_loss": 0.9652563333511353,
   "acc": 68.27,
   "time": 534.3715727669769,
   "param": [
    {
     "p": 0.05214361846446991,
     "m": 1.0
    },
    {
     "p": 0.023141104727983475,
     "m": 1.0
    },
    {
     "p": 0.07134339958429337,
     "m": 1.0
    },
    {
     "p": 0.016386158764362335,
     "m": 1.0
    },
    {
     "p": 0.04152291640639305,
     "m": 1.0
    },
    {
     "p": 0.03908592462539673,
     "m": 1.0
    },
    {
     "p": 0.07619770616292953,
     "m": 1.0
    },
    {
     "p": 0.0563909150660038,
     "m": 1.0
    },
    {
     "p": 0.07565975934267044,
     "m": 1.0
    },
    {
     "p": 0.0614003948867321,
     "m": 1.0
    },
    {
     "p": 0.08113565295934677,
     "m": 1.0
    },
    {
     "p": 0.06815323978662491,
     "m": 1.0
    },
    {
     "p": 0.05657432600855827,
     "m": 1.0
    },
    {
     "p": 0.06335362046957016,
     "m": 1.0
    },
    {
     "p": 0.059641033411026,
     "m": 1.0
    },
    {
     "p": 0.06860692799091339,
     "m": 1.0
    },
    {
     "p": 0.03895333409309387,
     "m": 1.0
    },
    {
     "p": 0.05030994862318039,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.3554763793945312,
   "val_loss": 0.891539990901947,
   "acc": 68.46,
   "time": 534.0427792289993,
   "param": [
    {
     "p": 0.0605255551636219,
     "m": 1.0
    },
    {
     "p": 0.04283091053366661,
     "m": 1.0
    },
    {
     "p": 0.07473258674144745,
     "m": 1.0
    },
    {
     "p": 0.04186566174030304,
     "m": 1.0
    },
    {
     "p": 0.06014294922351837,
     "m": 1.0
    },
    {
     "p": 0.04978865385055542,
     "m": 1.0
    },
    {
     "p": 0.06898991763591766,
     "m": 1.0
    },
    {
     "p": 0.05180758610367775,
     "m": 1.0
    },
    {
     "p": 0.054107096046209335,
     "m": 1.0
    },
    {
     "p": 0.05270904675126076,
     "m": 1.0
    },
    {
     "p": 0.04831213131546974,
     "m": 1.0
    },
    {
     "p": 0.04008033126592636,
     "m": 1.0
    },
    {
     "p": 0.05857125297188759,
     "m": 1.0
    },
    {
     "p": 0.05957397073507309,
     "m": 1.0
    },
    {
     "p": 0.07143980264663696,
     "m": 1.0
    },
    {
     "p": 0.0683501735329628,
     "m": 1.0
    },
    {
     "p": 0.056505266577005386,
     "m": 1.0
    },
    {
     "p": 0.03966711834073067,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.124266505241394,
   "val_loss": 0.8660937547683716,
   "acc": 67.99,
   "time": 538.5861002650345,
   "param": [
    {
     "p": 0.06813406199216843,
     "m": 1.0
    },
    {
     "p": 0.034033991396427155,
     "m": 1.0
    },
    {
     "p": 0.05888722836971283,
     "m": 1.0
    },
    {
     "p": 0.027662253007292747,
     "m": 1.0
    },
    {
     "p": 0.03776314854621887,
     "m": 1.0
    },
    {
     "p": 0.05459171161055565,
     "m": 1.0
    },
    {
     "p": 0.06926970928907394,
     "m": 1.0
    },
    {
     "p": 0.06303204596042633,
     "m": 1.0
    },
    {
     "p": 0.06373342126607895,
     "m": 1.0
    },
    {
     "p": 0.04327202960848808,
     "m": 1.0
    },
    {
     "p": 0.068992018699646,
     "m": 1.0
    },
    {
     "p": 0.0624152235686779,
     "m": 1.0
    },
    {
     "p": 0.05522960424423218,
     "m": 1.0
    },
    {
     "p": 0.06764402985572815,
     "m": 1.0
    },
    {
     "p": 0.052645161747932434,
     "m": 1.0
    },
    {
     "p": 0.07122001051902771,
     "m": 1.0
    },
    {
     "p": 0.04643286392092705,
     "m": 1.0
    },
    {
     "p": 0.05504143238067627,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.1587251424789429,
   "val_loss": 0.9962392449378967,
   "acc": 68.47,
   "time": 534.7905211969628,
   "param": [
    {
     "p": 0.055674754083156586,
     "m": 1.0
    },
    {
     "p": 0.05211223289370537,
     "m": 1.0
    },
    {
     "p": 0.0528205968439579,
     "m": 1.0
    },
    {
     "p": 0.044578954577445984,
     "m": 1.0
    },
    {
     "p": 0.03139333799481392,
     "m": 1.0
    },
    {
     "p": 0.046926114708185196,
     "m": 1.0
    },
    {
     "p": 0.05752057954668999,
     "m": 1.0
    },
    {
     "p": 0.04495653137564659,
     "m": 1.0
    },
    {
     "p": 0.07218858599662781,
     "m": 1.0
    },
    {
     "p": 0.05895744636654854,
     "m": 1.0
    },
    {
     "p": 0.05734120309352875,
     "m": 1.0
    },
    {
     "p": 0.08140713721513748,
     "m": 1.0
    },
    {
     "p": 0.05287814885377884,
     "m": 1.0
    },
    {
     "p": 0.05693132430315018,
     "m": 1.0
    },
    {
     "p": 0.06371846050024033,
     "m": 1.0
    },
    {
     "p": 0.0710047259926796,
     "m": 1.0
    },
    {
     "p": 0.051727816462516785,
     "m": 1.0
    },
    {
     "p": 0.04786207526922226,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.2410579919815063,
   "val_loss": 0.9859765768051147,
   "acc": 67.81,
   "time": 537.9234259810182,
   "param": [
    {
     "p": 0.0857706367969513,
     "m": 1.0
    },
    {
     "p": 0.04846157878637314,
     "m": 1.0
    },
    {
     "p": 0.048060592263936996,
     "m": 1.0
    },
    {
     "p": 0.056341297924518585,
     "m": 1.0
    },
    {
     "p": 0.015156622976064682,
     "m": 1.0
    },
    {
     "p": 0.04018663614988327,
     "m": 1.0
    },
    {
     "p": 0.08358664810657501,
     "m": 1.0
    },
    {
     "p": 0.04323951527476311,
     "m": 1.0
    },
    {
     "p": 0.04670915752649307,
     "m": 1.0
    },
    {
     "p": 0.06587624549865723,
     "m": 1.0
    },
    {
     "p": 0.06706743687391281,
     "m": 1.0
    },
    {
     "p": 0.06761647760868073,
     "m": 1.0
    },
    {
     "p": 0.05273193493485451,
     "m": 1.0
    },
    {
     "p": 0.04957685247063637,
     "m": 1.0
    },
    {
     "p": 0.058736156672239304,
     "m": 1.0
    },
    {
     "p": 0.05676056817173958,
     "m": 1.0
    },
    {
     "p": 0.051158033311367035,
     "m": 1.0
    },
    {
     "p": 0.06296354532241821,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 1.4510849714279175,
   "val_loss": 0.8575285077095032,
   "acc": 68.93,
   "time": 538.6876040829811,
   "param": [
    {
     "p": 0.07068174332380295,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07066600024700165,
     "m": 1.0
    },
    {
     "p": 0.05608861520886421,
     "m": 1.0
    },
    {
     "p": 0.04043632745742798,
     "m": 1.0
    },
    {
     "p": 0.033653173595666885,
     "m": 1.0
    },
    {
     "p": 0.07193007320165634,
     "m": 1.0
    },
    {
     "p": 0.07739675045013428,
     "m": 1.0
    },
    {
     "p": 0.043904244899749756,
     "m": 1.0
    },
    {
     "p": 0.06635215133428574,
     "m": 1.0
    },
    {
     "p": 0.05513640120625496,
     "m": 1.0
    },
    {
     "p": 0.06818535178899765,
     "m": 1.0
    },
    {
     "p": 0.08061577379703522,
     "m": 1.0
    },
    {
     "p": 0.06347213685512543,
     "m": 1.0
    },
    {
     "p": 0.047579631209373474,
     "m": 1.0
    },
    {
     "p": 0.045673251152038574,
     "m": 1.0
    },
    {
     "p": 0.03708432614803314,
     "m": 1.0
    },
    {
     "p": 0.07114400714635849,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.068418025970459,
   "val_loss": 0.8292942643165588,
   "acc": 69.61,
   "time": 531.4849526649923,
   "param": [
    {
     "p": 0.06463667750358582,
     "m": 1.0
    },
    {
     "p": 0.03846854716539383,
     "m": 1.0
    },
    {
     "p": 0.06315070390701294,
     "m": 1.0
    },
    {
     "p": 0.048712849617004395,
     "m": 1.0
    },
    {
     "p": 0.050225790590047836,
     "m": 1.0
    },
    {
     "p": 0.05168818682432175,
     "m": 1.0
    },
    {
     "p": 0.05997733399271965,
     "m": 1.0
    },
    {
     "p": 0.04708537459373474,
     "m": 1.0
    },
    {
     "p": 0.06310296803712845,
     "m": 1.0
    },
    {
     "p": 0.05832347646355629,
     "m": 1.0
    },
    {
     "p": 0.06306247413158417,
     "m": 1.0
    },
    {
     "p": 0.06382755935192108,
     "m": 1.0
    },
    {
     "p": 0.039586618542671204,
     "m": 1.0
    },
    {
     "p": 0.07000736147165298,
     "m": 1.0
    },
    {
     "p": 0.06965351849794388,
     "m": 1.0
    },
    {
     "p": 0.05885087698698044,
     "m": 1.0
    },
    {
     "p": 0.038310982286930084,
     "m": 1.0
    },
    {
     "p": 0.05132882297039032,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.0919550657272339,
   "val_loss": 0.9449010491371155,
   "acc": 68.85,
   "time": 543.2099681010004,
   "param": [
    {
     "p": 0.07348539680242538,
     "m": 1.0
    },
    {
     "p": 0.03426892310380936,
     "m": 1.0
    },
    {
     "p": 0.07279079407453537,
     "m": 1.0
    },
    {
     "p": 0.018313389271497726,
     "m": 1.0
    },
    {
     "p": 0.03725423663854599,
     "m": 1.0
    },
    {
     "p": 0.057448357343673706,
     "m": 1.0
    },
    {
     "p": 0.037247613072395325,
     "m": 1.0
    },
    {
     "p": 0.05482180044054985,
     "m": 1.0
    },
    {
     "p": 0.06144162639975548,
     "m": 1.0
    },
    {
     "p": 0.06040357053279877,
     "m": 1.0
    },
    {
     "p": 0.07473768293857574,
     "m": 1.0
    },
    {
     "p": 0.09664736688137054,
     "m": 1.0
    },
    {
     "p": 0.05138275399804115,
     "m": 1.0
    },
    {
     "p": 0.0496424064040184,
     "m": 1.0
    },
    {
     "p": 0.044929828494787216,
     "m": 1.0
    },
    {
     "p": 0.07968855649232864,
     "m": 1.0
    },
    {
     "p": 0.03419240936636925,
     "m": 1.0
    },
    {
     "p": 0.06130330264568329,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.2955152988433838,
   "val_loss": 0.9413599371910095,
   "acc": 69.73,
   "time": 530.0540827179793,
   "param": [
    {
     "p": 0.06075556203722954,
     "m": 1.0
    },
    {
     "p": 0.026656314730644226,
     "m": 1.0
    },
    {
     "p": 0.058615583926439285,
     "m": 1.0
    },
    {
     "p": 0.02307288721203804,
     "m": 1.0
    },
    {
     "p": 0.062440164387226105,
     "m": 1.0
    },
    {
     "p": 0.05600987374782562,
     "m": 1.0
    },
    {
     "p": 0.0492115393280983,
     "m": 1.0
    },
    {
     "p": 0.053263191133737564,
     "m": 1.0
    },
    {
     "p": 0.06762422621250153,
     "m": 1.0
    },
    {
     "p": 0.06664841622114182,
     "m": 1.0
    },
    {
     "p": 0.05189885199069977,
     "m": 1.0
    },
    {
     "p": 0.04816330596804619,
     "m": 1.0
    },
    {
     "p": 0.07619188725948334,
     "m": 1.0
    },
    {
     "p": 0.03148921579122543,
     "m": 1.0
    },
    {
     "p": 0.07696251571178436,
     "m": 1.0
    },
    {
     "p": 0.07255392521619797,
     "m": 1.0
    },
    {
     "p": 0.06182471290230751,
     "m": 1.0
    },
    {
     "p": 0.05661771818995476,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.4768247604370117,
   "val_loss": 0.891636848449707,
   "acc": 68.9,
   "time": 535.3526654940215,
   "param": [
    {
     "p": 0.0750957503914833,
     "m": 1.0
    },
    {
     "p": 0.05172945186495781,
     "m": 1.0
    },
    {
     "p": 0.07559451460838318,
     "m": 1.0
    },
    {
     "p": 0.030347155407071114,
     "m": 1.0
    },
    {
     "p": 0.02864770032465458,
     "m": 1.0
    },
    {
     "p": 0.04886699467897415,
     "m": 1.0
    },
    {
     "p": 0.06565745919942856,
     "m": 1.0
    },
    {
     "p": 0.04169655218720436,
     "m": 1.0
    },
    {
     "p": 0.07624627649784088,
     "m": 1.0
    },
    {
     "p": 0.061791714280843735,
     "m": 1.0
    },
    {
     "p": 0.07255895435810089,
     "m": 1.0
    },
    {
     "p": 0.06265520304441452,
     "m": 1.0
    },
    {
     "p": 0.058093518018722534,
     "m": 1.0
    },
    {
     "p": 0.050856199115514755,
     "m": 1.0
    },
    {
     "p": 0.0465996153652668,
     "m": 1.0
    },
    {
     "p": 0.06276538223028183,
     "m": 1.0
    },
    {
     "p": 0.050655901432037354,
     "m": 1.0
    },
    {
     "p": 0.04014165699481964,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 1.2231178283691406,
   "val_loss": 0.8461601138114929,
   "acc": 68.49,
   "time": 534.7095922080334,
   "param": [
    {
     "p": 0.08035433292388916,
     "m": 1.0
    },
    {
     "p": 0.02894207090139389,
     "m": 1.0
    },
    {
     "p": 0.08767342567443848,
     "m": 1.0
    },
    {
     "p": 0.058224212378263474,
     "m": 1.0
    },
    {
     "p": 0.028505949303507805,
     "m": 1.0
    },
    {
     "p": 0.02725677192211151,
     "m": 1.0
    },
    {
     "p": 0.06951756775379181,
     "m": 1.0
    },
    {
     "p": 0.03440862521529198,
     "m": 1.0
    },
    {
     "p": 0.06730831414461136,
     "m": 1.0
    },
    {
     "p": 0.06074288487434387,
     "m": 1.0
    },
    {
     "p": 0.06052149459719658,
     "m": 1.0
    },
    {
     "p": 0.04937705770134926,
     "m": 1.0
    },
    {
     "p": 0.09063360840082169,
     "m": 1.0
    },
    {
     "p": 0.035205595195293427,
     "m": 1.0
    },
    {
     "p": 0.08757651597261429,
     "m": 1.0
    },
    {
     "p": 0.05123577639460564,
     "m": 1.0
    },
    {
     "p": 0.0346280038356781,
     "m": 1.0
    },
    {
     "p": 0.04788776859641075,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 1.2386711835861206,
   "val_loss": 0.9183862209320068,
   "acc": 68.55,
   "time": 532.6333350000205,
   "param": [
    {
     "p": 0.07919599860906601,
     "m": 1.0
    },
    {
     "p": 0.052744846791028976,
     "m": 1.0
    },
    {
     "p": 0.059084851294755936,
     "m": 1.0
    },
    {
     "p": 0.06065639108419418,
     "m": 1.0
    },
    {
     "p": 0.03887944668531418,
     "m": 1.0
    },
    {
     "p": 0.0457100011408329,
     "m": 1.0
    },
    {
     "p": 0.05467464402318001,
     "m": 1.0
    },
    {
     "p": 0.06031515821814537,
     "m": 1.0
    },
    {
     "p": 0.05135814845561981,
     "m": 1.0
    },
    {
     "p": 0.06734446436166763,
     "m": 1.0
    },
    {
     "p": 0.05794934555888176,
     "m": 1.0
    },
    {
     "p": 0.07443010061979294,
     "m": 1.0
    },
    {
     "p": 0.07121937721967697,
     "m": 1.0
    },
    {
     "p": 0.02144446223974228,
     "m": 1.0
    },
    {
     "p": 0.06110197305679321,
     "m": 1.0
    },
    {
     "p": 0.04875287786126137,
     "m": 1.0
    },
    {
     "p": 0.045510273426771164,
     "m": 1.0
    },
    {
     "p": 0.04962771385908127,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.2334554195404053,
   "val_loss": 0.9645566940307617,
   "acc": 69.81,
   "time": 534.6066897879937,
   "param": [
    {
     "p": 0.07388331741094589,
     "m": 1.0
    },
    {
     "p": 0.028703050687909126,
     "m": 1.0
    },
    {
     "p": 0.05072581768035889,
     "m": 1.0
    },
    {
     "p": 0.04002698138356209,
     "m": 1.0
    },
    {
     "p": 0.05363718420267105,
     "m": 1.0
    },
    {
     "p": 0.04172448441386223,
     "m": 1.0
    },
    {
     "p": 0.07666078954935074,
     "m": 1.0
    },
    {
     "p": 0.03452420234680176,
     "m": 1.0
    },
    {
     "p": 0.051697757095098495,
     "m": 1.0
    },
    {
     "p": 0.06713497638702393,
     "m": 1.0
    },
    {
     "p": 0.049374084919691086,
     "m": 1.0
    },
    {
     "p": 0.08313662558794022,
     "m": 1.0
    },
    {
     "p": 0.0602591373026371,
     "m": 1.0
    },
    {
     "p": 0.09016770869493484,
     "m": 1.0
    },
    {
     "p": 0.04794096574187279,
     "m": 1.0
    },
    {
     "p": 0.060992587357759476,
     "m": 1.0
    },
    {
     "p": 0.05222562700510025,
     "m": 1.0
    },
    {
     "p": 0.03718463331460953,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.1367257833480835,
   "val_loss": 0.8156762719154358,
   "acc": 69.87,
   "time": 532.9433048059582,
   "param": [
    {
     "p": 0.06527258455753326,
     "m": 1.0
    },
    {
     "p": 0.055568404495716095,
     "m": 1.0
    },
    {
     "p": 0.056922342628240585,
     "m": 1.0
    },
    {
     "p": 0.05520796775817871,
     "m": 1.0
    },
    {
     "p": 0.03986283764243126,
     "m": 1.0
    },
    {
     "p": 0.052754927426576614,
     "m": 1.0
    },
    {
     "p": 0.08265455812215805,
     "m": 1.0
    },
    {
     "p": 0.03808500990271568,
     "m": 1.0
    },
    {
     "p": 0.07222935557365417,
     "m": 1.0
    },
    {
     "p": 0.03365654498338699,
     "m": 1.0
    },
    {
     "p": 0.07145741581916809,
     "m": 1.0
    },
    {
     "p": 0.05174988508224487,
     "m": 1.0
    },
    {
     "p": 0.05635998025536537,
     "m": 1.0
    },
    {
     "p": 0.040717143565416336,
     "m": 1.0
    },
    {
     "p": 0.04481456056237221,
     "m": 1.0
    },
    {
     "p": 0.06726312637329102,
     "m": 1.0
    },
    {
     "p": 0.0587322898209095,
     "m": 1.0
    },
    {
     "p": 0.05669102817773819,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 1.2487154006958008,
   "val_loss": 0.7915472984313965,
   "acc": 69.56,
   "time": 534.3681410480058,
   "param": [
    {
     "p": 0.06796958297491074,
     "m": 1.0
    },
    {
     "p": 0.03696940466761589,
     "m": 1.0
    },
    {
     "p": 0.057761307805776596,
     "m": 1.0
    },
    {
     "p": 0.05350854620337486,
     "m": 1.0
    },
    {
     "p": 0.05453193932771683,
     "m": 1.0
    },
    {
     "p": 0.0499245747923851,
     "m": 1.0
    },
    {
     "p": 0.052876438945531845,
     "m": 1.0
    },
    {
     "p": 0.05957064777612686,
     "m": 1.0
    },
    {
     "p": 0.07251207530498505,
     "m": 1.0
    },
    {
     "p": 0.0691833570599556,
     "m": 1.0
    },
    {
     "p": 0.06429982930421829,
     "m": 1.0
    },
    {
     "p": 0.06188467890024185,
     "m": 1.0
    },
    {
     "p": 0.039168089628219604,
     "m": 1.0
    },
    {
     "p": 0.050105832517147064,
     "m": 1.0
    },
    {
     "p": 0.04742157831788063,
     "m": 1.0
    },
    {
     "p": 0.06830672174692154,
     "m": 1.0
    },
    {
     "p": 0.05324258655309677,
     "m": 1.0
    },
    {
     "p": 0.040762919932603836,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 1.2989184856414795,
   "val_loss": 0.8805678486824036,
   "acc": 68.09,
   "time": 535.0863531560171,
   "param": [
    {
     "p": 0.07366585731506348,
     "m": 1.0
    },
    {
     "p": 0.0408630333840847,
     "m": 1.0
    },
    {
     "p": 0.07167407870292664,
     "m": 1.0
    },
    {
     "p": 0.028109021484851837,
     "m": 1.0
    },
    {
     "p": 0.06765482574701309,
     "m": 1.0
    },
    {
     "p": 0.04170409217476845,
     "m": 1.0
    },
    {
     "p": 0.07193777710199356,
     "m": 1.0
    },
    {
     "p": 0.07979618012905121,
     "m": 1.0
    },
    {
     "p": 0.04391459748148918,
     "m": 1.0
    },
    {
     "p": 0.050881486386060715,
     "m": 1.0
    },
    {
     "p": 0.05432380363345146,
     "m": 1.0
    },
    {
     "p": 0.053343113511800766,
     "m": 1.0
    },
    {
     "p": 0.04932880401611328,
     "m": 1.0
    },
    {
     "p": 0.05723979324102402,
     "m": 1.0
    },
    {
     "p": 0.054393090307712555,
     "m": 1.0
    },
    {
     "p": 0.06211446225643158,
     "m": 1.0
    },
    {
     "p": 0.04930074140429497,
     "m": 1.0
    },
    {
     "p": 0.049755338579416275,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 1.3514055013656616,
   "val_loss": 0.9836059808731079,
   "acc": 70.06,
   "time": 534.7422098899842,
   "param": [
    {
     "p": 0.06271030753850937,
     "m": 1.0
    },
    {
     "p": 0.044188667088747025,
     "m": 1.0
    },
    {
     "p": 0.06760380417108536,
     "m": 1.0
    },
    {
     "p": 0.054299477487802505,
     "m": 1.0
    },
    {
     "p": 0.05634979531168938,
     "m": 1.0
    },
    {
     "p": 0.0192852895706892,
     "m": 1.0
    },
    {
     "p": 0.057704053819179535,
     "m": 1.0
    },
    {
     "p": 0.07034483551979065,
     "m": 1.0
    },
    {
     "p": 0.07378103584051132,
     "m": 1.0
    },
    {
     "p": 0.06728058308362961,
     "m": 1.0
    },
    {
     "p": 0.056020140647888184,
     "m": 1.0
    },
    {
     "p": 0.07836712151765823,
     "m": 1.0
    },
    {
     "p": 0.06038129702210426,
     "m": 1.0
    },
    {
     "p": 0.049290239810943604,
     "m": 1.0
    },
    {
     "p": 0.05347913131117821,
     "m": 1.0
    },
    {
     "p": 0.05114665627479553,
     "m": 1.0
    },
    {
     "p": 0.050850484520196915,
     "m": 1.0
    },
    {
     "p": 0.026917073875665665,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 1.2608681917190552,
   "val_loss": 0.943355917930603,
   "acc": 69.35,
   "time": 538.9902085980284,
   "param": [
    {
     "p": 0.0564814992249012,
     "m": 1.0
    },
    {
     "p": 0.029662489891052246,
     "m": 1.0
    },
    {
     "p": 0.09524191170930862,
     "m": 1.0
    },
    {
     "p": 0.04387045279145241,
     "m": 1.0
    },
    {
     "p": 0.030929861590266228,
     "m": 1.0
    },
    {
     "p": 0.050736285746097565,
     "m": 1.0
    },
    {
     "p": 0.04537990689277649,
     "m": 1.0
    },
    {
     "p": 0.05023358762264252,
     "m": 1.0
    },
    {
     "p": 0.0362851545214653,
     "m": 1.0
    },
    {
     "p": 0.09036485105752945,
     "m": 1.0
    },
    {
     "p": 0.07268314063549042,
     "m": 1.0
    },
    {
     "p": 0.06706875562667847,
     "m": 1.0
    },
    {
     "p": 0.07440163940191269,
     "m": 1.0
    },
    {
     "p": 0.05545199289917946,
     "m": 1.0
    },
    {
     "p": 0.04294523969292641,
     "m": 1.0
    },
    {
     "p": 0.08688049763441086,
     "m": 1.0
    },
    {
     "p": 0.04520673304796219,
     "m": 1.0
    },
    {
     "p": 0.026175953447818756,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 1.540712833404541,
   "val_loss": 0.8859007954597473,
   "acc": 69.43,
   "time": 532.3467170879594,
   "param": [
    {
     "p": 0.07278759777545929,
     "m": 1.0
    },
    {
     "p": 0.04682215675711632,
     "m": 1.0
    },
    {
     "p": 0.05968240275979042,
     "m": 1.0
    },
    {
     "p": 0.04226372763514519,
     "m": 1.0
    },
    {
     "p": 0.04565640166401863,
     "m": 1.0
    },
    {
     "p": 0.05982896313071251,
     "m": 1.0
    },
    {
     "p": 0.05947738140821457,
     "m": 1.0
    },
    {
     "p": 0.04767325520515442,
     "m": 1.0
    },
    {
     "p": 0.058120884001255035,
     "m": 1.0
    },
    {
     "p": 0.060171015560626984,
     "m": 1.0
    },
    {
     "p": 0.04755497723817825,
     "m": 1.0
    },
    {
     "p": 0.06603503227233887,
     "m": 1.0
    },
    {
     "p": 0.06161382421851158,
     "m": 1.0
    },
    {
     "p": 0.060279667377471924,
     "m": 1.0
    },
    {
     "p": 0.0810321792960167,
     "m": 1.0
    },
    {
     "p": 0.06160688400268555,
     "m": 1.0
    },
    {
     "p": 0.036953531205654144,
     "m": 1.0
    },
    {
     "p": 0.032440125942230225,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 1.1537598371505737,
   "val_loss": 0.9047262668609619,
   "acc": 69.29,
   "time": 532.5456891679787,
   "param": [
    {
     "p": 0.06154302880167961,
     "m": 1.0
    },
    {
     "p": 0.04843634366989136,
     "m": 1.0
    },
    {
     "p": 0.06381270289421082,
     "m": 1.0
    },
    {
     "p": 0.04053064063191414,
     "m": 1.0
    },
    {
     "p": 0.06556810438632965,
     "m": 1.0
    },
    {
     "p": 0.04217711463570595,
     "m": 1.0
    },
    {
     "p": 0.06052844971418381,
     "m": 1.0
    },
    {
     "p": 0.044692397117614746,
     "m": 1.0
    },
    {
     "p": 0.05947892367839813,
     "m": 1.0
    },
    {
     "p": 0.0684351921081543,
     "m": 1.0
    },
    {
     "p": 0.062327828258275986,
     "m": 1.0
    },
    {
     "p": 0.054777756333351135,
     "m": 1.0
    },
    {
     "p": 0.05415432155132294,
     "m": 1.0
    },
    {
     "p": 0.050215475261211395,
     "m": 1.0
    },
    {
     "p": 0.05620109289884567,
     "m": 1.0
    },
    {
     "p": 0.07500206679105759,
     "m": 1.0
    },
    {
     "p": 0.045315902680158615,
     "m": 1.0
    },
    {
     "p": 0.0468025840818882,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 1.3677679300308228,
   "val_loss": 0.92227703332901,
   "acc": 70.21,
   "time": 535.0480012170156,
   "param": [
    {
     "p": 0.06754875928163528,
     "m": 1.0
    },
    {
     "p": 0.05844273045659065,
     "m": 1.0
    },
    {
     "p": 0.055563755333423615,
     "m": 1.0
    },
    {
     "p": 0.04703456535935402,
     "m": 1.0
    },
    {
     "p": 0.041934311389923096,
     "m": 1.0
    },
    {
     "p": 0.03867365047335625,
     "m": 1.0
    },
    {
     "p": 0.062522292137146,
     "m": 1.0
    },
    {
     "p": 0.0607394203543663,
     "m": 1.0
    },
    {
     "p": 0.06390725821256638,
     "m": 1.0
    },
    {
     "p": 0.07789412885904312,
     "m": 1.0
    },
    {
     "p": 0.049622323364019394,
     "m": 1.0
    },
    {
     "p": 0.05355919897556305,
     "m": 1.0
    },
    {
     "p": 0.05394292250275612,
     "m": 1.0
    },
    {
     "p": 0.04145655781030655,
     "m": 1.0
    },
    {
     "p": 0.06720221042633057,
     "m": 1.0
    },
    {
     "p": 0.07785681635141373,
     "m": 1.0
    },
    {
     "p": 0.04882623627781868,
     "m": 1.0
    },
    {
     "p": 0.03327282518148422,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 1.2402632236480713,
   "val_loss": 0.9053124785423279,
   "acc": 68.19,
   "time": 534.5973979140399,
   "param": [
    {
     "p": 0.07354259490966797,
     "m": 1.0
    },
    {
     "p": 0.04010500758886337,
     "m": 1.0
    },
    {
     "p": 0.06322545558214188,
     "m": 1.0
    },
    {
     "p": 0.06472808867692947,
     "m": 1.0
    },
    {
     "p": 0.022947072982788086,
     "m": 1.0
    },
    {
     "p": 0.06309673190116882,
     "m": 1.0
    },
    {
     "p": 0.06816139817237854,
     "m": 1.0
    },
    {
     "p": 0.04036712273955345,
     "m": 1.0
    },
    {
     "p": 0.06956718862056732,
     "m": 1.0
    },
    {
     "p": 0.05311255156993866,
     "m": 1.0
    },
    {
     "p": 0.06480994820594788,
     "m": 1.0
    },
    {
     "p": 0.06877785176038742,
     "m": 1.0
    },
    {
     "p": 0.06241719424724579,
     "m": 1.0
    },
    {
     "p": 0.0339309461414814,
     "m": 1.0
    },
    {
     "p": 0.058603785932064056,
     "m": 1.0
    },
    {
     "p": 0.06766814738512039,
     "m": 1.0
    },
    {
     "p": 0.04150691255927086,
     "m": 1.0
    },
    {
     "p": 0.04343200847506523,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.2183924913406372,
   "val_loss": 0.8105664253234863,
   "acc": 70.6,
   "time": 538.4854461220093,
   "param": [
    {
     "p": 0.06287170946598053,
     "m": 1.0
    },
    {
     "p": 0.03685947135090828,
     "m": 1.0
    },
    {
     "p": 0.06595799326896667,
     "m": 1.0
    },
    {
     "p": 0.0394388809800148,
     "m": 1.0
    },
    {
     "p": 0.02784145623445511,
     "m": 1.0
    },
    {
     "p": 0.06020378693938255,
     "m": 1.0
    },
    {
     "p": 0.06267166137695312,
     "m": 1.0
    },
    {
     "p": 0.08096623420715332,
     "m": 1.0
    },
    {
     "p": 0.07177020609378815,
     "m": 1.0
    },
    {
     "p": 0.045353278517723083,
     "m": 1.0
    },
    {
     "p": 0.07080310583114624,
     "m": 1.0
    },
    {
     "p": 0.040856052190065384,
     "m": 1.0
    },
    {
     "p": 0.05614709481596947,
     "m": 1.0
    },
    {
     "p": 0.05431772395968437,
     "m": 1.0
    },
    {
     "p": 0.0644993707537651,
     "m": 1.0
    },
    {
     "p": 0.07268340140581131,
     "m": 1.0
    },
    {
     "p": 0.05434446036815643,
     "m": 1.0
    },
    {
     "p": 0.03241419419646263,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 1.261702060699463,
   "val_loss": 0.8914603590965271,
   "acc": 69.81,
   "time": 528.3998033570242,
   "param": [
    {
     "p": 0.07065906375646591,
     "m": 1.0
    },
    {
     "p": 0.05663955584168434,
     "m": 1.0
    },
    {
     "p": 0.05088992789387703,
     "m": 1.0
    },
    {
     "p": 0.04380692169070244,
     "m": 1.0
    },
    {
     "p": 0.05504601448774338,
     "m": 1.0
    },
    {
     "p": 0.056547679007053375,
     "m": 1.0
    },
    {
     "p": 0.06434722244739532,
     "m": 1.0
    },
    {
     "p": 0.0625929906964302,
     "m": 1.0
    },
    {
     "p": 0.04740910232067108,
     "m": 1.0
    },
    {
     "p": 0.04770853742957115,
     "m": 1.0
    },
    {
     "p": 0.05874131619930267,
     "m": 1.0
    },
    {
     "p": 0.0801781713962555,
     "m": 1.0
    },
    {
     "p": 0.052847325801849365,
     "m": 1.0
    },
    {
     "p": 0.03583293408155441,
     "m": 1.0
    },
    {
     "p": 0.04904458671808243,
     "m": 1.0
    },
    {
     "p": 0.04711831733584404,
     "m": 1.0
    },
    {
     "p": 0.06543730944395065,
     "m": 1.0
    },
    {
     "p": 0.05515308678150177,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.3788213729858398,
   "val_loss": 0.8319321274757385,
   "acc": 70.54,
   "time": 531.9628463929985,
   "param": [
    {
     "p": 0.05080939084291458,
     "m": 1.0
    },
    {
     "p": 0.02610604465007782,
     "m": 1.0
    },
    {
     "p": 0.07748392224311829,
     "m": 1.0
    },
    {
     "p": 0.04704916477203369,
     "m": 1.0
    },
    {
     "p": 0.05755778029561043,
     "m": 1.0
    },
    {
     "p": 0.047844357788562775,
     "m": 1.0
    },
    {
     "p": 0.06156162545084953,
     "m": 1.0
    },
    {
     "p": 0.07209017127752304,
     "m": 1.0
    },
    {
     "p": 0.046187832951545715,
     "m": 1.0
    },
    {
     "p": 0.049276407808065414,
     "m": 1.0
    },
    {
     "p": 0.04914042353630066,
     "m": 1.0
    },
    {
     "p": 0.07224459946155548,
     "m": 1.0
    },
    {
     "p": 0.06782897561788559,
     "m": 1.0
    },
    {
     "p": 0.05792493745684624,
     "m": 1.0
    },
    {
     "p": 0.07158573716878891,
     "m": 1.0
    },
    {
     "p": 0.06765761971473694,
     "m": 1.0
    },
    {
     "p": 0.041474275290966034,
     "m": 1.0
    },
    {
     "p": 0.036176685243844986,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 1.398364543914795,
   "val_loss": 0.8405988216400146,
   "acc": 70.07,
   "time": 455.91072994901333,
   "param": [
    {
     "p": 0.052473362535238266,
     "m": 1.0
    },
    {
     "p": 0.04417476803064346,
     "m": 1.0
    },
    {
     "p": 0.07346778362989426,
     "m": 1.0
    },
    {
     "p": 0.003102823393419385,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08004660904407501,
     "m": 1.0
    },
    {
     "p": 0.0698314681649208,
     "m": 1.0
    },
    {
     "p": 0.04658588394522667,
     "m": 1.0
    },
    {
     "p": 0.056206002831459045,
     "m": 1.0
    },
    {
     "p": 0.06543070077896118,
     "m": 1.0
    },
    {
     "p": 0.050894249230623245,
     "m": 1.0
    },
    {
     "p": 0.07148025929927826,
     "m": 1.0
    },
    {
     "p": 0.04940025508403778,
     "m": 1.0
    },
    {
     "p": 0.08171006292104721,
     "m": 1.0
    },
    {
     "p": 0.05278399959206581,
     "m": 1.0
    },
    {
     "p": 0.08856254816055298,
     "m": 1.0
    },
    {
     "p": 0.06731614470481873,
     "m": 1.0
    },
    {
     "p": 0.04653308540582657,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 1.3166756629943848,
   "val_loss": 0.9232209324836731,
   "acc": 71.0,
   "time": 221.00466911296826,
   "param": [
    {
     "p": 0.055698588490486145,
     "m": 1.0
    },
    {
     "p": 0.03441297262907028,
     "m": 1.0
    },
    {
     "p": 0.07300585508346558,
     "m": 1.0
    },
    {
     "p": 0.046383824199438095,
     "m": 1.0
    },
    {
     "p": 0.03408290818333626,
     "m": 1.0
    },
    {
     "p": 0.04135269671678543,
     "m": 1.0
    },
    {
     "p": 0.06532075256109238,
     "m": 1.0
    },
    {
     "p": 0.0537741556763649,
     "m": 1.0
    },
    {
     "p": 0.05573073402047157,
     "m": 1.0
    },
    {
     "p": 0.05194278806447983,
     "m": 1.0
    },
    {
     "p": 0.034812308847904205,
     "m": 1.0
    },
    {
     "p": 0.07538355886936188,
     "m": 1.0
    },
    {
     "p": 0.05360917001962662,
     "m": 1.0
    },
    {
     "p": 0.07131525874137878,
     "m": 1.0
    },
    {
     "p": 0.05608769878745079,
     "m": 1.0
    },
    {
     "p": 0.09379648417234421,
     "m": 1.0
    },
    {
     "p": 0.0454716831445694,
     "m": 1.0
    },
    {
     "p": 0.05781859904527664,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 1.1681437492370605,
   "val_loss": 0.9155958890914917,
   "acc": 69.82,
   "time": 323.1789383929572,
   "param": [
    {
     "p": 0.0689152255654335,
     "m": 1.0
    },
    {
     "p": 0.0400366336107254,
     "m": 1.0
    },
    {
     "p": 0.052408479154109955,
     "m": 1.0
    },
    {
     "p": 0.044046249240636826,
     "m": 1.0
    },
    {
     "p": 0.03123171627521515,
     "m": 1.0
    },
    {
     "p": 0.058601927012205124,
     "m": 1.0
    },
    {
     "p": 0.06157844141125679,
     "m": 1.0
    },
    {
     "p": 0.062168676406145096,
     "m": 1.0
    },
    {
     "p": 0.05472677946090698,
     "m": 1.0
    },
    {
     "p": 0.06112811341881752,
     "m": 1.0
    },
    {
     "p": 0.06364942342042923,
     "m": 1.0
    },
    {
     "p": 0.059756387025117874,
     "m": 1.0
    },
    {
     "p": 0.054437872022390366,
     "m": 1.0
    },
    {
     "p": 0.04597388952970505,
     "m": 1.0
    },
    {
     "p": 0.06796865910291672,
     "m": 1.0
    },
    {
     "p": 0.07072768360376358,
     "m": 1.0
    },
    {
     "p": 0.04129055514931679,
     "m": 1.0
    },
    {
     "p": 0.061353374272584915,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 1.1426275968551636,
   "val_loss": 0.8097092509269714,
   "acc": 70.48,
   "time": 534.7554448150331,
   "param": [
    {
     "p": 0.07167181372642517,
     "m": 1.0
    },
    {
     "p": 0.033168088644742966,
     "m": 1.0
    },
    {
     "p": 0.06451141089200974,
     "m": 1.0
    },
    {
     "p": 0.04943525046110153,
     "m": 1.0
    },
    {
     "p": 0.05987975746393204,
     "m": 1.0
    },
    {
     "p": 0.03952285647392273,
     "m": 1.0
    },
    {
     "p": 0.062285564839839935,
     "m": 1.0
    },
    {
     "p": 0.04733002185821533,
     "m": 1.0
    },
    {
     "p": 0.07398827373981476,
     "m": 1.0
    },
    {
     "p": 0.08113405853509903,
     "m": 1.0
    },
    {
     "p": 0.07350926846265793,
     "m": 1.0
    },
    {
     "p": 0.04493565857410431,
     "m": 1.0
    },
    {
     "p": 0.06089652702212334,
     "m": 1.0
    },
    {
     "p": 0.05761508643627167,
     "m": 1.0
    },
    {
     "p": 0.07877817004919052,
     "m": 1.0
    },
    {
     "p": 0.06187538802623749,
     "m": 1.0
    },
    {
     "p": 0.006124251987785101,
     "m": 1.0
    },
    {
     "p": 0.033338624984025955,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 1.334220290184021,
   "val_loss": 0.9460650682449341,
   "acc": 70.96,
   "time": 529.7071571620181,
   "param": [
    {
     "p": 0.05331447720527649,
     "m": 1.0
    },
    {
     "p": 0.05012690648436546,
     "m": 1.0
    },
    {
     "p": 0.05672462657094002,
     "m": 1.0
    },
    {
     "p": 0.09482625126838684,
     "m": 1.0
    },
    {
     "p": 0.041375260800123215,
     "m": 1.0
    },
    {
     "p": 0.0302499458193779,
     "m": 1.0
    },
    {
     "p": 0.0338076651096344,
     "m": 1.0
    },
    {
     "p": 0.034827254712581635,
     "m": 1.0
    },
    {
     "p": 0.06807038187980652,
     "m": 1.0
    },
    {
     "p": 0.0527598075568676,
     "m": 1.0
    },
    {
     "p": 0.07291088253259659,
     "m": 1.0
    },
    {
     "p": 0.09247349202632904,
     "m": 1.0
    },
    {
     "p": 0.06305403262376785,
     "m": 1.0
    },
    {
     "p": 0.05251556634902954,
     "m": 1.0
    },
    {
     "p": 0.054171811789274216,
     "m": 1.0
    },
    {
     "p": 0.03873194009065628,
     "m": 1.0
    },
    {
     "p": 0.05909140035510063,
     "m": 1.0
    },
    {
     "p": 0.050968244671821594,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 1.0337668657302856,
   "val_loss": 0.8832212090492249,
   "acc": 71.07,
   "time": 536.1358293929952,
   "param": [
    {
     "p": 0.0653967559337616,
     "m": 1.0
    },
    {
     "p": 0.02516045607626438,
     "m": 1.0
    },
    {
     "p": 0.053419116884469986,
     "m": 1.0
    },
    {
     "p": 0.038987092673778534,
     "m": 1.0
    },
    {
     "p": 0.026399893686175346,
     "m": 1.0
    },
    {
     "p": 0.05742162466049194,
     "m": 1.0
    },
    {
     "p": 0.057559866458177567,
     "m": 1.0
    },
    {
     "p": 0.07640601694583893,
     "m": 1.0
    },
    {
     "p": 0.07242826372385025,
     "m": 1.0
    },
    {
     "p": 0.06966123729944229,
     "m": 1.0
    },
    {
     "p": 0.06963129341602325,
     "m": 1.0
    },
    {
     "p": 0.06537725031375885,
     "m": 1.0
    },
    {
     "p": 0.050803713500499725,
     "m": 1.0
    },
    {
     "p": 0.04498475417494774,
     "m": 1.0
    },
    {
     "p": 0.06008008494973183,
     "m": 1.0
    },
    {
     "p": 0.06116989627480507,
     "m": 1.0
    },
    {
     "p": 0.0637405663728714,
     "m": 1.0
    },
    {
     "p": 0.041371963918209076,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 1.0053833723068237,
   "val_loss": 0.8689590692520142,
   "acc": 70.7,
   "time": 536.1635386859998,
   "param": [
    {
     "p": 0.07026472687721252,
     "m": 1.0
    },
    {
     "p": 0.011574867181479931,
     "m": 1.0
    },
    {
     "p": 0.06756674498319626,
     "m": 1.0
    },
    {
     "p": 0.043163374066352844,
     "m": 1.0
    },
    {
     "p": 0.03324117511510849,
     "m": 1.0
    },
    {
     "p": 0.05728822574019432,
     "m": 1.0
    },
    {
     "p": 0.06032859906554222,
     "m": 1.0
    },
    {
     "p": 0.09266677498817444,
     "m": 1.0
    },
    {
     "p": 0.07097160816192627,
     "m": 1.0
    },
    {
     "p": 0.050969939678907394,
     "m": 1.0
    },
    {
     "p": 0.06161640211939812,
     "m": 1.0
    },
    {
     "p": 0.08427788317203522,
     "m": 1.0
    },
    {
     "p": 0.06787342578172684,
     "m": 1.0
    },
    {
     "p": 0.061695635318756104,
     "m": 1.0
    },
    {
     "p": 0.028077593073248863,
     "m": 1.0
    },
    {
     "p": 0.05905168876051903,
     "m": 1.0
    },
    {
     "p": 0.03572114557027817,
     "m": 1.0
    },
    {
     "p": 0.04365019500255585,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 1.271880030632019,
   "val_loss": 0.8202223777770996,
   "acc": 70.6,
   "time": 534.4806208829978,
   "param": [
    {
     "p": 0.07840687781572342,
     "m": 1.0
    },
    {
     "p": 0.01627155765891075,
     "m": 1.0
    },
    {
     "p": 0.08029839396476746,
     "m": 1.0
    },
    {
     "p": 0.04072153940796852,
     "m": 1.0
    },
    {
     "p": 0.02734270691871643,
     "m": 1.0
    },
    {
     "p": 0.0556616447865963,
     "m": 1.0
    },
    {
     "p": 0.07502546906471252,
     "m": 1.0
    },
    {
     "p": 0.07290206104516983,
     "m": 1.0
    },
    {
     "p": 0.04545563459396362,
     "m": 1.0
    },
    {
     "p": 0.062417153269052505,
     "m": 1.0
    },
    {
     "p": 0.07516154646873474,
     "m": 1.0
    },
    {
     "p": 0.07503357529640198,
     "m": 1.0
    },
    {
     "p": 0.0594145767390728,
     "m": 1.0
    },
    {
     "p": 0.024833206087350845,
     "m": 1.0
    },
    {
     "p": 0.06180203706026077,
     "m": 1.0
    },
    {
     "p": 0.05782312527298927,
     "m": 1.0
    },
    {
     "p": 0.036124587059020996,
     "m": 1.0
    },
    {
     "p": 0.055304303765296936,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 1.301477074623108,
   "val_loss": 0.8224492073059082,
   "acc": 70.11,
   "time": 535.5176704850164,
   "param": [
    {
     "p": 0.08132108300924301,
     "m": 1.0
    },
    {
     "p": 0.036796510219573975,
     "m": 1.0
    },
    {
     "p": 0.05889496952295303,
     "m": 1.0
    },
    {
     "p": 0.052131932228803635,
     "m": 1.0
    },
    {
     "p": 0.047697022557258606,
     "m": 1.0
    },
    {
     "p": 0.04775416478514671,
     "m": 1.0
    },
    {
     "p": 0.05673208460211754,
     "m": 1.0
    },
    {
     "p": 0.0373959019780159,
     "m": 1.0
    },
    {
     "p": 0.06074410304427147,
     "m": 1.0
    },
    {
     "p": 0.052339836955070496,
     "m": 1.0
    },
    {
     "p": 0.04467085003852844,
     "m": 1.0
    },
    {
     "p": 0.05195410177111626,
     "m": 1.0
    },
    {
     "p": 0.0835849940776825,
     "m": 1.0
    },
    {
     "p": 0.06708703190088272,
     "m": 1.0
    },
    {
     "p": 0.07001063227653503,
     "m": 1.0
    },
    {
     "p": 0.06378521770238876,
     "m": 1.0
    },
    {
     "p": 0.034022826701402664,
     "m": 1.0
    },
    {
     "p": 0.05307672545313835,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 1.3538657426834106,
   "val_loss": 0.8761491179466248,
   "acc": 70.25,
   "time": 536.2457502289908,
   "param": [
    {
     "p": 0.06168006360530853,
     "m": 1.0
    },
    {
     "p": 0.028949812054634094,
     "m": 1.0
    },
    {
     "p": 0.07446301728487015,
     "m": 1.0
    },
    {
     "p": 0.0692892074584961,
     "m": 1.0
    },
    {
     "p": 0.06389295309782028,
     "m": 1.0
    },
    {
     "p": 0.04844038933515549,
     "m": 1.0
    },
    {
     "p": 0.07215119898319244,
     "m": 1.0
    },
    {
     "p": 0.030147969722747803,
     "m": 1.0
    },
    {
     "p": 0.03819373622536659,
     "m": 1.0
    },
    {
     "p": 0.058815352618694305,
     "m": 1.0
    },
    {
     "p": 0.06332796812057495,
     "m": 1.0
    },
    {
     "p": 0.07277967780828476,
     "m": 1.0
    },
    {
     "p": 0.045573584735393524,
     "m": 1.0
    },
    {
     "p": 0.010745094157755375,
     "m": 1.0
    },
    {
     "p": 0.05414435267448425,
     "m": 1.0
    },
    {
     "p": 0.08300060033798218,
     "m": 1.0
    },
    {
     "p": 0.054445780813694,
     "m": 1.0
    },
    {
     "p": 0.06995910406112671,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.291060209274292,
   "val_loss": 0.7790177464485168,
   "acc": 70.72,
   "time": 540.5080128310365,
   "param": [
    {
     "p": 0.056250929832458496,
     "m": 1.0
    },
    {
     "p": 0.04575343057513237,
     "m": 1.0
    },
    {
     "p": 0.06343447417020798,
     "m": 1.0
    },
    {
     "p": 0.066903255879879,
     "m": 1.0
    },
    {
     "p": 0.05274029076099396,
     "m": 1.0
    },
    {
     "p": 0.07267484068870544,
     "m": 1.0
    },
    {
     "p": 0.05092675983905792,
     "m": 1.0
    },
    {
     "p": 0.05314665287733078,
     "m": 1.0
    },
    {
     "p": 0.07047919183969498,
     "m": 1.0
    },
    {
     "p": 0.05109522491693497,
     "m": 1.0
    },
    {
     "p": 0.05256139859557152,
     "m": 1.0
    },
    {
     "p": 0.04156101867556572,
     "m": 1.0
    },
    {
     "p": 0.06413518637418747,
     "m": 1.0
    },
    {
     "p": 0.04737085849046707,
     "m": 1.0
    },
    {
     "p": 0.06043975427746773,
     "m": 1.0
    },
    {
     "p": 0.05246848613023758,
     "m": 1.0
    },
    {
     "p": 0.04418018087744713,
     "m": 1.0
    },
    {
     "p": 0.05387809872627258,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 1.2119345664978027,
   "val_loss": 0.9213889837265015,
   "acc": 70.61,
   "time": 534.1278998700436,
   "param": [
    {
     "p": 0.05457228794693947,
     "m": 1.0
    },
    {
     "p": 0.03566808998584747,
     "m": 1.0
    },
    {
     "p": 0.06670533120632172,
     "m": 1.0
    },
    {
     "p": 0.02425241842865944,
     "m": 1.0
    },
    {
     "p": 0.0633971095085144,
     "m": 1.0
    },
    {
     "p": 0.05510469153523445,
     "m": 1.0
    },
    {
     "p": 0.07636696845293045,
     "m": 1.0
    },
    {
     "p": 0.0496840737760067,
     "m": 1.0
    },
    {
     "p": 0.05254537984728813,
     "m": 1.0
    },
    {
     "p": 0.06585328280925751,
     "m": 1.0
    },
    {
     "p": 0.06487566232681274,
     "m": 1.0
    },
    {
     "p": 0.04051823541522026,
     "m": 1.0
    },
    {
     "p": 0.09025449305772781,
     "m": 1.0
    },
    {
     "p": 0.056538261473178864,
     "m": 1.0
    },
    {
     "p": 0.05056645721197128,
     "m": 1.0
    },
    {
     "p": 0.055499058216810226,
     "m": 1.0
    },
    {
     "p": 0.0687313973903656,
     "m": 1.0
    },
    {
     "p": 0.02886669896543026,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 1.3093862533569336,
   "val_loss": 0.8213852643966675,
   "acc": 70.76,
   "time": 540.3925032339757,
   "param": [
    {
     "p": 0.06898253411054611,
     "m": 1.0
    },
    {
     "p": 0.041836194694042206,
     "m": 1.0
    },
    {
     "p": 0.04310569912195206,
     "m": 1.0
    },
    {
     "p": 0.05833388492465019,
     "m": 1.0
    },
    {
     "p": 0.05774388834834099,
     "m": 1.0
    },
    {
     "p": 0.054431021213531494,
     "m": 1.0
    },
    {
     "p": 0.049982815980911255,
     "m": 1.0
    },
    {
     "p": 0.047446127980947495,
     "m": 1.0
    },
    {
     "p": 0.04466261342167854,
     "m": 1.0
    },
    {
     "p": 0.06426002830266953,
     "m": 1.0
    },
    {
     "p": 0.046544983983039856,
     "m": 1.0
    },
    {
     "p": 0.0651327446103096,
     "m": 1.0
    },
    {
     "p": 0.06630763411521912,
     "m": 1.0
    },
    {
     "p": 0.05885438621044159,
     "m": 1.0
    },
    {
     "p": 0.05895553529262543,
     "m": 1.0
    },
    {
     "p": 0.07789508253335953,
     "m": 1.0
    },
    {
     "p": 0.04979774355888367,
     "m": 1.0
    },
    {
     "p": 0.04572705179452896,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 1.155084490776062,
   "val_loss": 0.9281036257743835,
   "acc": 71.46,
   "time": 537.4600940780365,
   "param": [
    {
     "p": 0.08531516045331955,
     "m": 1.0
    },
    {
     "p": 0.018230779096484184,
     "m": 1.0
    },
    {
     "p": 0.056215666234493256,
     "m": 1.0
    },
    {
     "p": 0.03605392947793007,
     "m": 1.0
    },
    {
     "p": 0.059857651591300964,
     "m": 1.0
    },
    {
     "p": 0.0255422443151474,
     "m": 1.0
    },
    {
     "p": 0.05828087031841278,
     "m": 1.0
    },
    {
     "p": 0.05500038340687752,
     "m": 1.0
    },
    {
     "p": 0.10396686941385269,
     "m": 1.0
    },
    {
     "p": 0.08314786106348038,
     "m": 1.0
    },
    {
     "p": 0.028600849211215973,
     "m": 1.0
    },
    {
     "p": 0.05061182752251625,
     "m": 1.0
    },
    {
     "p": 0.05795306712388992,
     "m": 1.0
    },
    {
     "p": 0.04413266479969025,
     "m": 1.0
    },
    {
     "p": 0.04657767713069916,
     "m": 1.0
    },
    {
     "p": 0.06268557161092758,
     "m": 1.0
    },
    {
     "p": 0.07342422753572464,
     "m": 1.0
    },
    {
     "p": 0.0544026754796505,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 1.2213233709335327,
   "val_loss": 0.8732278347015381,
   "acc": 70.01,
   "time": 527.5837007929804,
   "param": [
    {
     "p": 0.04806036129593849,
     "m": 1.0
    },
    {
     "p": 0.07258234918117523,
     "m": 1.0
    },
    {
     "p": 0.05261373892426491,
     "m": 1.0
    },
    {
     "p": 0.034189846366643906,
     "m": 1.0
    },
    {
     "p": 0.04997830465435982,
     "m": 1.0
    },
    {
     "p": 0.06196540966629982,
     "m": 1.0
    },
    {
     "p": 0.07126786559820175,
     "m": 1.0
    },
    {
     "p": 0.027855053544044495,
     "m": 1.0
    },
    {
     "p": 0.05817975103855133,
     "m": 1.0
    },
    {
     "p": 0.05030591040849686,
     "m": 1.0
    },
    {
     "p": 0.05648599565029144,
     "m": 1.0
    },
    {
     "p": 0.053581662476062775,
     "m": 1.0
    },
    {
     "p": 0.06603536754846573,
     "m": 1.0
    },
    {
     "p": 0.052054062485694885,
     "m": 1.0
    },
    {
     "p": 0.08437003195285797,
     "m": 1.0
    },
    {
     "p": 0.0652511939406395,
     "m": 1.0
    },
    {
     "p": 0.05359192192554474,
     "m": 1.0
    },
    {
     "p": 0.04163121432065964,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 1.1498104333877563,
   "val_loss": 0.9730345606803894,
   "acc": 69.7,
   "time": 534.1068198859575,
   "param": [
    {
     "p": 0.07247883081436157,
     "m": 1.0
    },
    {
     "p": 0.038548216223716736,
     "m": 1.0
    },
    {
     "p": 0.06334943324327469,
     "m": 1.0
    },
    {
     "p": 0.05119173973798752,
     "m": 1.0
    },
    {
     "p": 0.054351117461919785,
     "m": 1.0
    },
    {
     "p": 0.059417687356472015,
     "m": 1.0
    },
    {
     "p": 0.06514355540275574,
     "m": 1.0
    },
    {
     "p": 0.056759096682071686,
     "m": 1.0
    },
    {
     "p": 0.05070630460977554,
     "m": 1.0
    },
    {
     "p": 0.0827835351228714,
     "m": 1.0
    },
    {
     "p": 0.06707913428544998,
     "m": 1.0
    },
    {
     "p": 0.052922241389751434,
     "m": 1.0
    },
    {
     "p": 0.06840532273054123,
     "m": 1.0
    },
    {
     "p": 0.06808500736951828,
     "m": 1.0
    },
    {
     "p": 0.0374174602329731,
     "m": 1.0
    },
    {
     "p": 0.0483221672475338,
     "m": 1.0
    },
    {
     "p": 0.03366104140877724,
     "m": 1.0
    },
    {
     "p": 0.029378272593021393,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 1.2909177541732788,
   "val_loss": 0.9160986542701721,
   "acc": 71.54,
   "time": 536.9695093230112,
   "param": [
    {
     "p": 0.06638427823781967,
     "m": 1.0
    },
    {
     "p": 0.05182230472564697,
     "m": 1.0
    },
    {
     "p": 0.06907183676958084,
     "m": 1.0
    },
    {
     "p": 0.05692591890692711,
     "m": 1.0
    },
    {
     "p": 0.03440325707197189,
     "m": 1.0
    },
    {
     "p": 0.06113618612289429,
     "m": 1.0
    },
    {
     "p": 0.060409024357795715,
     "m": 1.0
    },
    {
     "p": 0.06671223789453506,
     "m": 1.0
    },
    {
     "p": 0.05691450089216232,
     "m": 1.0
    },
    {
     "p": 0.047522712498903275,
     "m": 1.0
    },
    {
     "p": 0.051083941012620926,
     "m": 1.0
    },
    {
     "p": 0.052169740200042725,
     "m": 1.0
    },
    {
     "p": 0.04287920519709587,
     "m": 1.0
    },
    {
     "p": 0.04636962711811066,
     "m": 1.0
    },
    {
     "p": 0.0708262026309967,
     "m": 1.0
    },
    {
     "p": 0.06237921491265297,
     "m": 1.0
    },
    {
     "p": 0.049549855291843414,
     "m": 1.0
    },
    {
     "p": 0.05343995615839958,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 1.1334089040756226,
   "val_loss": 0.9169676899909973,
   "acc": 71.49,
   "time": 535.1529354960076,
   "param": [
    {
     "p": 0.06839607656002045,
     "m": 1.0
    },
    {
     "p": 0.03906518220901489,
     "m": 1.0
    },
    {
     "p": 0.0734914094209671,
     "m": 1.0
    },
    {
     "p": 0.06812863796949387,
     "m": 1.0
    },
    {
     "p": 0.04877522587776184,
     "m": 1.0
    },
    {
     "p": 0.03516922891139984,
     "m": 1.0
    },
    {
     "p": 0.05869950354099274,
     "m": 1.0
    },
    {
     "p": 0.061723291873931885,
     "m": 1.0
    },
    {
     "p": 0.05135175958275795,
     "m": 1.0
    },
    {
     "p": 0.054225414991378784,
     "m": 1.0
    },
    {
     "p": 0.04135334491729736,
     "m": 1.0
    },
    {
     "p": 0.06874871253967285,
     "m": 1.0
    },
    {
     "p": 0.054480623453855515,
     "m": 1.0
    },
    {
     "p": 0.07303140312433243,
     "m": 1.0
    },
    {
     "p": 0.04540247097611427,
     "m": 1.0
    },
    {
     "p": 0.06794029474258423,
     "m": 1.0
    },
    {
     "p": 0.05568526312708855,
     "m": 1.0
    },
    {
     "p": 0.03433211147785187,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 1.1930036544799805,
   "val_loss": 0.7583999633789062,
   "acc": 70.86,
   "time": 538.8139307409874,
   "param": [
    {
     "p": 0.05636643245816231,
     "m": 1.0
    },
    {
     "p": 0.03840893879532814,
     "m": 1.0
    },
    {
     "p": 0.03808434307575226,
     "m": 1.0
    },
    {
     "p": 0.05310124158859253,
     "m": 1.0
    },
    {
     "p": 0.06869635730981827,
     "m": 1.0
    },
    {
     "p": 0.043179839849472046,
     "m": 1.0
    },
    {
     "p": 0.06723492592573166,
     "m": 1.0
    },
    {
     "p": 0.06302356719970703,
     "m": 1.0
    },
    {
     "p": 0.05880516394972801,
     "m": 1.0
    },
    {
     "p": 0.05603737756609917,
     "m": 1.0
    },
    {
     "p": 0.05029178038239479,
     "m": 1.0
    },
    {
     "p": 0.08579142391681671,
     "m": 1.0
    },
    {
     "p": 0.046789199113845825,
     "m": 1.0
    },
    {
     "p": 0.03934546187520027,
     "m": 1.0
    },
    {
     "p": 0.04624972492456436,
     "m": 1.0
    },
    {
     "p": 0.08252197504043579,
     "m": 1.0
    },
    {
     "p": 0.061815302819013596,
     "m": 1.0
    },
    {
     "p": 0.04425699636340141,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.0675286054611206,
   "val_loss": 0.9291188716888428,
   "acc": 70.38,
   "time": 537.6824085100088,
   "param": [
    {
     "p": 0.05248754471540451,
     "m": 1.0
    },
    {
     "p": 0.051337070763111115,
     "m": 1.0
    },
    {
     "p": 0.06346698105335236,
     "m": 1.0
    },
    {
     "p": 0.041753996163606644,
     "m": 1.0
    },
    {
     "p": 0.06485461443662643,
     "m": 1.0
    },
    {
     "p": 0.027630407363176346,
     "m": 1.0
    },
    {
     "p": 0.05200449377298355,
     "m": 1.0
    },
    {
     "p": 0.05262570455670357,
     "m": 1.0
    },
    {
     "p": 0.07005135715007782,
     "m": 1.0
    },
    {
     "p": 0.05450616031885147,
     "m": 1.0
    },
    {
     "p": 0.04108453169465065,
     "m": 1.0
    },
    {
     "p": 0.07253759354352951,
     "m": 1.0
    },
    {
     "p": 0.06653864681720734,
     "m": 1.0
    },
    {
     "p": 0.04122502729296684,
     "m": 1.0
    },
    {
     "p": 0.05271845683455467,
     "m": 1.0
    },
    {
     "p": 0.09002013504505157,
     "m": 1.0
    },
    {
     "p": 0.04215739294886589,
     "m": 1.0
    },
    {
     "p": 0.06299973279237747,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 1.5116686820983887,
   "val_loss": 0.861105740070343,
   "acc": 71.32,
   "time": 531.7798789219814,
   "param": [
    {
     "p": 0.055321838706731796,
     "m": 1.0
    },
    {
     "p": 0.034788280725479126,
     "m": 1.0
    },
    {
     "p": 0.049686044454574585,
     "m": 1.0
    },
    {
     "p": 0.06777407228946686,
     "m": 1.0
    },
    {
     "p": 0.009695951826870441,
     "m": 1.0
    },
    {
     "p": 0.0485881045460701,
     "m": 1.0
    },
    {
     "p": 0.07223764806985855,
     "m": 1.0
    },
    {
     "p": 0.062206681817770004,
     "m": 1.0
    },
    {
     "p": 0.05713995546102524,
     "m": 1.0
    },
    {
     "p": 0.062135010957717896,
     "m": 1.0
    },
    {
     "p": 0.061302609741687775,
     "m": 1.0
    },
    {
     "p": 0.07246723771095276,
     "m": 1.0
    },
    {
     "p": 0.05537581816315651,
     "m": 1.0
    },
    {
     "p": 0.04669230803847313,
     "m": 1.0
    },
    {
     "p": 0.05933651700615883,
     "m": 1.0
    },
    {
     "p": 0.0903857871890068,
     "m": 1.0
    },
    {
     "p": 0.045012038201093674,
     "m": 1.0
    },
    {
     "p": 0.049854081124067307,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 1.1247297525405884,
   "val_loss": 0.8610851764678955,
   "acc": 71.15,
   "time": 537.282544717018,
   "param": [
    {
     "p": 0.0808526948094368,
     "m": 1.0
    },
    {
     "p": 0.055605657398700714,
     "m": 1.0
    },
    {
     "p": 0.0618816576898098,
     "m": 1.0
    },
    {
     "p": 0.04547213390469551,
     "m": 1.0
    },
    {
     "p": 0.024099960923194885,
     "m": 1.0
    },
    {
     "p": 0.06336766481399536,
     "m": 1.0
    },
    {
     "p": 0.05391724780201912,
     "m": 1.0
    },
    {
     "p": 0.05648723989725113,
     "m": 1.0
    },
    {
     "p": 0.055059004575014114,
     "m": 1.0
    },
    {
     "p": 0.060723185539245605,
     "m": 1.0
    },
    {
     "p": 0.05379398539662361,
     "m": 1.0
    },
    {
     "p": 0.06551005691289902,
     "m": 1.0
    },
    {
     "p": 0.06357976794242859,
     "m": 1.0
    },
    {
     "p": 0.030546946451067924,
     "m": 1.0
    },
    {
     "p": 0.07210370898246765,
     "m": 1.0
    },
    {
     "p": 0.056828420609235764,
     "m": 1.0
    },
    {
     "p": 0.053304385393857956,
     "m": 1.0
    },
    {
     "p": 0.04686635732650757,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 1.2582391500473022,
   "val_loss": 0.9384809136390686,
   "acc": 71.78,
   "time": 538.0252546609845,
   "param": [
    {
     "p": 0.06404904276132584,
     "m": 1.0
    },
    {
     "p": 0.040748827159404755,
     "m": 1.0
    },
    {
     "p": 0.05464126542210579,
     "m": 1.0
    },
    {
     "p": 0.06394808739423752,
     "m": 1.0
    },
    {
     "p": 0.06652293354272842,
     "m": 1.0
    },
    {
     "p": 0.06537977606058121,
     "m": 1.0
    },
    {
     "p": 0.051915958523750305,
     "m": 1.0
    },
    {
     "p": 0.0381062850356102,
     "m": 1.0
    },
    {
     "p": 0.055512938648462296,
     "m": 1.0
    },
    {
     "p": 0.056931715458631516,
     "m": 1.0
    },
    {
     "p": 0.048861004412174225,
     "m": 1.0
    },
    {
     "p": 0.041882097721099854,
     "m": 1.0
    },
    {
     "p": 0.09370746463537216,
     "m": 1.0
    },
    {
     "p": 0.054106324911117554,
     "m": 1.0
    },
    {
     "p": 0.04220549389719963,
     "m": 1.0
    },
    {
     "p": 0.07566285878419876,
     "m": 1.0
    },
    {
     "p": 0.06017423793673515,
     "m": 1.0
    },
    {
     "p": 0.02564373053610325,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 1.223398208618164,
   "val_loss": 0.8198968172073364,
   "acc": 69.95,
   "time": 536.0222162079881,
   "param": [
    {
     "p": 0.07185875624418259,
     "m": 1.0
    },
    {
     "p": 0.04841037467122078,
     "m": 1.0
    },
    {
     "p": 0.07593369483947754,
     "m": 1.0
    },
    {
     "p": 0.040969133377075195,
     "m": 1.0
    },
    {
     "p": 0.02001762203872204,
     "m": 1.0
    },
    {
     "p": 0.058120179921388626,
     "m": 1.0
    },
    {
     "p": 0.04980824887752533,
     "m": 1.0
    },
    {
     "p": 0.05255921185016632,
     "m": 1.0
    },
    {
     "p": 0.04686489701271057,
     "m": 1.0
    },
    {
     "p": 0.059980250895023346,
     "m": 1.0
    },
    {
     "p": 0.06680667400360107,
     "m": 1.0
    },
    {
     "p": 0.07816136628389359,
     "m": 1.0
    },
    {
     "p": 0.05974956229329109,
     "m": 1.0
    },
    {
     "p": 0.06558659672737122,
     "m": 1.0
    },
    {
     "p": 0.04417353868484497,
     "m": 1.0
    },
    {
     "p": 0.06884410977363586,
     "m": 1.0
    },
    {
     "p": 0.04315680265426636,
     "m": 1.0
    },
    {
     "p": 0.048998937010765076,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 1.176544427871704,
   "val_loss": 0.7686982750892639,
   "acc": 71.86,
   "time": 531.363684211974,
   "param": [
    {
     "p": 0.06979289650917053,
     "m": 1.0
    },
    {
     "p": 0.032390836626291275,
     "m": 1.0
    },
    {
     "p": 0.0852033719420433,
     "m": 1.0
    },
    {
     "p": 0.0016599319642409682,
     "m": 1.0
    },
    {
     "p": 0.03939613327383995,
     "m": 1.0
    },
    {
     "p": 0.04099119454622269,
     "m": 1.0
    },
    {
     "p": 0.06190240755677223,
     "m": 1.0
    },
    {
     "p": 0.061526231467723846,
     "m": 1.0
    },
    {
     "p": 0.04795012250542641,
     "m": 1.0
    },
    {
     "p": 0.07626260071992874,
     "m": 1.0
    },
    {
     "p": 0.0629570409655571,
     "m": 1.0
    },
    {
     "p": 0.06669359654188156,
     "m": 1.0
    },
    {
     "p": 0.06913455575704575,
     "m": 1.0
    },
    {
     "p": 0.05582645907998085,
     "m": 1.0
    },
    {
     "p": 0.06993039697408676,
     "m": 1.0
    },
    {
     "p": 0.07350696623325348,
     "m": 1.0
    },
    {
     "p": 0.0407959446310997,
     "m": 1.0
    },
    {
     "p": 0.04407939314842224,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 1.2015925645828247,
   "val_loss": 0.8683480620384216,
   "acc": 70.68,
   "time": 535.552860566997,
   "param": [
    {
     "p": 0.0631846934556961,
     "m": 1.0
    },
    {
     "p": 0.01714593917131424,
     "m": 1.0
    },
    {
     "p": 0.047477636486291885,
     "m": 1.0
    },
    {
     "p": 0.04501650854945183,
     "m": 1.0
    },
    {
     "p": 0.06280539929866791,
     "m": 1.0
    },
    {
     "p": 0.06023577228188515,
     "m": 1.0
    },
    {
     "p": 0.036241427063941956,
     "m": 1.0
    },
    {
     "p": 0.060182712972164154,
     "m": 1.0
    },
    {
     "p": 0.08058870583772659,
     "m": 1.0
    },
    {
     "p": 0.07539844512939453,
     "m": 1.0
    },
    {
     "p": 0.052952129393815994,
     "m": 1.0
    },
    {
     "p": 0.07361695915460587,
     "m": 1.0
    },
    {
     "p": 0.061912521719932556,
     "m": 1.0
    },
    {
     "p": 0.061453863978385925,
     "m": 1.0
    },
    {
     "p": 0.05993233621120453,
     "m": 1.0
    },
    {
     "p": 0.07512389123439789,
     "m": 1.0
    },
    {
     "p": 0.0344671793282032,
     "m": 1.0
    },
    {
     "p": 0.03226388990879059,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 0.8902193903923035,
   "val_loss": 0.9025137424468994,
   "acc": 70.91,
   "time": 538.5395765419817,
   "param": [
    {
     "p": 0.066126249730587,
     "m": 1.0
    },
    {
     "p": 0.03328092768788338,
     "m": 1.0
    },
    {
     "p": 0.06540942192077637,
     "m": 1.0
    },
    {
     "p": 0.050209615379571915,
     "m": 1.0
    },
    {
     "p": 0.036967504769563675,
     "m": 1.0
    },
    {
     "p": 0.03948203846812248,
     "m": 1.0
    },
    {
     "p": 0.05078180134296417,
     "m": 1.0
    },
    {
     "p": 0.06693650782108307,
     "m": 1.0
    },
    {
     "p": 0.07443001121282578,
     "m": 1.0
    },
    {
     "p": 0.06948577612638474,
     "m": 1.0
    },
    {
     "p": 0.06352322548627853,
     "m": 1.0
    },
    {
     "p": 0.06722196191549301,
     "m": 1.0
    },
    {
     "p": 0.060459308326244354,
     "m": 1.0
    },
    {
     "p": 0.07634036988019943,
     "m": 1.0
    },
    {
     "p": 0.04768390208482742,
     "m": 1.0
    },
    {
     "p": 0.07690257579088211,
     "m": 1.0
    },
    {
     "p": 0.02912868745625019,
     "m": 1.0
    },
    {
     "p": 0.02563018538057804,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.0770747661590576,
   "val_loss": 0.8352064490318298,
   "acc": 71.37,
   "time": 535.6945045760367,
   "param": [
    {
     "p": 0.0621713325381279,
     "m": 1.0
    },
    {
     "p": 0.03409555181860924,
     "m": 1.0
    },
    {
     "p": 0.07195873558521271,
     "m": 1.0
    },
    {
     "p": 0.05960831418633461,
     "m": 1.0
    },
    {
     "p": 0.0596141591668129,
     "m": 1.0
    },
    {
     "p": 0.054840754717588425,
     "m": 1.0
    },
    {
     "p": 0.05097136273980141,
     "m": 1.0
    },
    {
     "p": 0.05677071586251259,
     "m": 1.0
    },
    {
     "p": 0.059672657400369644,
     "m": 1.0
    },
    {
     "p": 0.06095273792743683,
     "m": 1.0
    },
    {
     "p": 0.04434692859649658,
     "m": 1.0
    },
    {
     "p": 0.09119074046611786,
     "m": 1.0
    },
    {
     "p": 0.06003406643867493,
     "m": 1.0
    },
    {
     "p": 0.07170171290636063,
     "m": 1.0
    },
    {
     "p": 0.04826916381716728,
     "m": 1.0
    },
    {
     "p": 0.04959710314869881,
     "m": 1.0
    },
    {
     "p": 0.04349672421813011,
     "m": 1.0
    },
    {
     "p": 0.020707331597805023,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.0860614776611328,
   "val_loss": 0.6800618171691895,
   "acc": 71.87,
   "time": 535.0782631050097,
   "param": [
    {
     "p": 0.058800239115953445,
     "m": 1.0
    },
    {
     "p": 0.04279496520757675,
     "m": 1.0
    },
    {
     "p": 0.04822302609682083,
     "m": 1.0
    },
    {
     "p": 0.052177391946315765,
     "m": 1.0
    },
    {
     "p": 0.0434747077524662,
     "m": 1.0
    },
    {
     "p": 0.043289583176374435,
     "m": 1.0
    },
    {
     "p": 0.056282076984643936,
     "m": 1.0
    },
    {
     "p": 0.047394830733537674,
     "m": 1.0
    },
    {
     "p": 0.061141472309827805,
     "m": 1.0
    },
    {
     "p": 0.06623541563749313,
     "m": 1.0
    },
    {
     "p": 0.06943564862012863,
     "m": 1.0
    },
    {
     "p": 0.05552610009908676,
     "m": 1.0
    },
    {
     "p": 0.056214589625597,
     "m": 1.0
    },
    {
     "p": 0.07399671524763107,
     "m": 1.0
    },
    {
     "p": 0.0435752235352993,
     "m": 1.0
    },
    {
     "p": 0.07226534187793732,
     "m": 1.0
    },
    {
     "p": 0.055935781449079514,
     "m": 1.0
    },
    {
     "p": 0.05323681980371475,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 1.1135343313217163,
   "val_loss": 0.7669998407363892,
   "acc": 71.8,
   "time": 532.4231060519814,
   "param": [
    {
     "p": 0.07187041640281677,
     "m": 1.0
    },
    {
     "p": 0.045713622123003006,
     "m": 1.0
    },
    {
     "p": 0.03459241986274719,
     "m": 1.0
    },
    {
     "p": 0.03131410852074623,
     "m": 1.0
    },
    {
     "p": 0.011669234372675419,
     "m": 1.0
    },
    {
     "p": 0.05754925310611725,
     "m": 1.0
    },
    {
     "p": 0.049505364149808884,
     "m": 1.0
    },
    {
     "p": 0.049466751515865326,
     "m": 1.0
    },
    {
     "p": 0.08675629645586014,
     "m": 1.0
    },
    {
     "p": 0.06627881526947021,
     "m": 1.0
    },
    {
     "p": 0.065566286444664,
     "m": 1.0
    },
    {
     "p": 0.06806366890668869,
     "m": 1.0
    },
    {
     "p": 0.09865850955247879,
     "m": 1.0
    },
    {
     "p": 0.05885230377316475,
     "m": 1.0
    },
    {
     "p": 0.07112569361925125,
     "m": 1.0
    },
    {
     "p": 0.07803785800933838,
     "m": 1.0
    },
    {
     "p": 0.022631162777543068,
     "m": 1.0
    },
    {
     "p": 0.03234824165701866,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 1.0755761861801147,
   "val_loss": 0.770957887172699,
   "acc": 71.95,
   "time": 531.6808222990367,
   "param": [
    {
     "p": 0.08541934192180634,
     "m": 1.0
    },
    {
     "p": 0.042955029755830765,
     "m": 1.0
    },
    {
     "p": 0.05833869427442551,
     "m": 1.0
    },
    {
     "p": 0.0483715757727623,
     "m": 1.0
    },
    {
     "p": 0.04465649649500847,
     "m": 1.0
    },
    {
     "p": 0.06284908950328827,
     "m": 1.0
    },
    {
     "p": 0.052487149834632874,
     "m": 1.0
    },
    {
     "p": 0.04985683411359787,
     "m": 1.0
    },
    {
     "p": 0.05329302325844765,
     "m": 1.0
    },
    {
     "p": 0.05531812831759453,
     "m": 1.0
    },
    {
     "p": 0.06475991755723953,
     "m": 1.0
    },
    {
     "p": 0.04672965407371521,
     "m": 1.0
    },
    {
     "p": 0.06747978180646896,
     "m": 1.0
    },
    {
     "p": 0.055229995399713516,
     "m": 1.0
    },
    {
     "p": 0.04233352094888687,
     "m": 1.0
    },
    {
     "p": 0.04989020526409149,
     "m": 1.0
    },
    {
     "p": 0.06180115044116974,
     "m": 1.0
    },
    {
     "p": 0.058230407536029816,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 1.110952615737915,
   "val_loss": 0.8545929789543152,
   "acc": 72.09,
   "time": 538.1219736670027,
   "param": [
    {
     "p": 0.06925129145383835,
     "m": 1.0
    },
    {
     "p": 0.04877932369709015,
     "m": 1.0
    },
    {
     "p": 0.06009431183338165,
     "m": 1.0
    },
    {
     "p": 0.047232188284397125,
     "m": 1.0
    },
    {
     "p": 0.030874067917466164,
     "m": 1.0
    },
    {
     "p": 0.048316169530153275,
     "m": 1.0
    },
    {
     "p": 0.05751689523458481,
     "m": 1.0
    },
    {
     "p": 0.053040940314531326,
     "m": 1.0
    },
    {
     "p": 0.04667152464389801,
     "m": 1.0
    },
    {
     "p": 0.032695844769477844,
     "m": 1.0
    },
    {
     "p": 0.07487281411886215,
     "m": 1.0
    },
    {
     "p": 0.06507615745067596,
     "m": 1.0
    },
    {
     "p": 0.06354309618473053,
     "m": 1.0
    },
    {
     "p": 0.07532373815774918,
     "m": 1.0
    },
    {
     "p": 0.04313551262021065,
     "m": 1.0
    },
    {
     "p": 0.06712514907121658,
     "m": 1.0
    },
    {
     "p": 0.03311390057206154,
     "m": 1.0
    },
    {
     "p": 0.08333701640367508,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 1.3724640607833862,
   "val_loss": 0.8737773895263672,
   "acc": 71.48,
   "time": 535.8778629510198,
   "param": [
    {
     "p": 0.06359212845563889,
     "m": 1.0
    },
    {
     "p": 0.05062463507056236,
     "m": 1.0
    },
    {
     "p": 0.053713202476501465,
     "m": 1.0
    },
    {
     "p": 0.0427410863339901,
     "m": 1.0
    },
    {
     "p": 0.035591933876276016,
     "m": 1.0
    },
    {
     "p": 0.07215140014886856,
     "m": 1.0
    },
    {
     "p": 0.03398196026682854,
     "m": 1.0
    },
    {
     "p": 0.057849232107400894,
     "m": 1.0
    },
    {
     "p": 0.05745556950569153,
     "m": 1.0
    },
    {
     "p": 0.0641898661851883,
     "m": 1.0
    },
    {
     "p": 0.05656241998076439,
     "m": 1.0
    },
    {
     "p": 0.06069255247712135,
     "m": 1.0
    },
    {
     "p": 0.07960861176252365,
     "m": 1.0
    },
    {
     "p": 0.04914461448788643,
     "m": 1.0
    },
    {
     "p": 0.060482125729322433,
     "m": 1.0
    },
    {
     "p": 0.07721511274576187,
     "m": 1.0
    },
    {
     "p": 0.04502037540078163,
     "m": 1.0
    },
    {
     "p": 0.039383262395858765,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 1.172141671180725,
   "val_loss": 0.749734103679657,
   "acc": 71.44,
   "time": 532.5513597920071,
   "param": [
    {
     "p": 0.05168275535106659,
     "m": 1.0
    },
    {
     "p": 0.03225031495094299,
     "m": 1.0
    },
    {
     "p": 0.06655721366405487,
     "m": 1.0
    },
    {
     "p": 0.04270444065332413,
     "m": 1.0
    },
    {
     "p": 0.026790235191583633,
     "m": 1.0
    },
    {
     "p": 0.06897684186697006,
     "m": 1.0
    },
    {
     "p": 0.07230895757675171,
     "m": 1.0
    },
    {
     "p": 0.05260184034705162,
     "m": 1.0
    },
    {
     "p": 0.03487391769886017,
     "m": 1.0
    },
    {
     "p": 0.04805830493569374,
     "m": 1.0
    },
    {
     "p": 0.07091573625802994,
     "m": 1.0
    },
    {
     "p": 0.07526732981204987,
     "m": 1.0
    },
    {
     "p": 0.09013403207063675,
     "m": 1.0
    },
    {
     "p": 0.056569091975688934,
     "m": 1.0
    },
    {
     "p": 0.06453324854373932,
     "m": 1.0
    },
    {
     "p": 0.052967414259910583,
     "m": 1.0
    },
    {
     "p": 0.040391840040683746,
     "m": 1.0
    },
    {
     "p": 0.05241638422012329,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 1.218433141708374,
   "val_loss": 0.8820679783821106,
   "acc": 71.12,
   "time": 523.9727720089722,
   "param": [
    {
     "p": 0.06685900688171387,
     "m": 1.0
    },
    {
     "p": 0.04552948474884033,
     "m": 1.0
    },
    {
     "p": 0.050468191504478455,
     "m": 1.0
    },
    {
     "p": 0.0520816296339035,
     "m": 1.0
    },
    {
     "p": 0.05266285687685013,
     "m": 1.0
    },
    {
     "p": 0.04949747398495674,
     "m": 1.0
    },
    {
     "p": 0.05201023817062378,
     "m": 1.0
    },
    {
     "p": 0.04750705137848854,
     "m": 1.0
    },
    {
     "p": 0.06844436377286911,
     "m": 1.0
    },
    {
     "p": 0.05251769721508026,
     "m": 1.0
    },
    {
     "p": 0.06887311488389969,
     "m": 1.0
    },
    {
     "p": 0.06078247353434563,
     "m": 1.0
    },
    {
     "p": 0.05288092792034149,
     "m": 1.0
    },
    {
     "p": 0.0674533024430275,
     "m": 1.0
    },
    {
     "p": 0.03548740968108177,
     "m": 1.0
    },
    {
     "p": 0.050807885825634,
     "m": 1.0
    },
    {
     "p": 0.07587581127882004,
     "m": 1.0
    },
    {
     "p": 0.05026104673743248,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 1.2025628089904785,
   "val_loss": 0.9605516791343689,
   "acc": 71.82,
   "time": 538.5540756930131,
   "param": [
    {
     "p": 0.07857228070497513,
     "m": 1.0
    },
    {
     "p": 0.03969106823205948,
     "m": 1.0
    },
    {
     "p": 0.06459297984838486,
     "m": 1.0
    },
    {
     "p": 0.07469309866428375,
     "m": 1.0
    },
    {
     "p": 0.032164476811885834,
     "m": 1.0
    },
    {
     "p": 0.05200718715786934,
     "m": 1.0
    },
    {
     "p": 0.04676878824830055,
     "m": 1.0
    },
    {
     "p": 0.04883447289466858,
     "m": 1.0
    },
    {
     "p": 0.04540732502937317,
     "m": 1.0
    },
    {
     "p": 0.07753776013851166,
     "m": 1.0
    },
    {
     "p": 0.05898291617631912,
     "m": 1.0
    },
    {
     "p": 0.054309193044900894,
     "m": 1.0
    },
    {
     "p": 0.06617215275764465,
     "m": 1.0
    },
    {
     "p": 0.06488016992807388,
     "m": 1.0
    },
    {
     "p": 0.05945393815636635,
     "m": 1.0
    },
    {
     "p": 0.054591599851846695,
     "m": 1.0
    },
    {
     "p": 0.02925059013068676,
     "m": 1.0
    },
    {
     "p": 0.05209004506468773,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 1.1687040328979492,
   "val_loss": 0.8580198287963867,
   "acc": 70.38,
   "time": 538.0818974089925,
   "param": [
    {
     "p": 0.07134681195020676,
     "m": 1.0
    },
    {
     "p": 0.048124443739652634,
     "m": 1.0
    },
    {
     "p": 0.059760529547929764,
     "m": 1.0
    },
    {
     "p": 0.050416767597198486,
     "m": 1.0
    },
    {
     "p": 0.0845082700252533,
     "m": 1.0
    },
    {
     "p": 0.035678572952747345,
     "m": 1.0
    },
    {
     "p": 0.036672353744506836,
     "m": 1.0
    },
    {
     "p": 0.0535404197871685,
     "m": 1.0
    },
    {
     "p": 0.05281431972980499,
     "m": 1.0
    },
    {
     "p": 0.058295756578445435,
     "m": 1.0
    },
    {
     "p": 0.05242105573415756,
     "m": 1.0
    },
    {
     "p": 0.06219065934419632,
     "m": 1.0
    },
    {
     "p": 0.06094438210129738,
     "m": 1.0
    },
    {
     "p": 0.07211800664663315,
     "m": 1.0
    },
    {
     "p": 0.07464956492185593,
     "m": 1.0
    },
    {
     "p": 0.054642677307128906,
     "m": 1.0
    },
    {
     "p": 0.03275339677929878,
     "m": 1.0
    },
    {
     "p": 0.0391220860183239,
     "m": 1.0
    }
   ]
  }
 ]
}