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waifu2x/models/vgg_7/art_y/noise2_model.json

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Convert model files; Add new pretrained model - Add new pretrained model to ./models/upconv_7 - Move old models to ./models/vgg_7 - Use nn.LeakyReLU instead of w2nn.LeakyReLU - Add useful attribute to .json New JSON attribute: The first layer has `model_config` attribute. It contains: model_arch: architecture name of model. see `lib/srcnn.lua` scale_factor: if scale_factor > 1, model:forward() changes image resolution with scale_factor. channels: input/output channels. if channels == 3, model is RGB model. offset: pixel size that is to be removed from output. for example: (scale_factor=1, offset=7, input=100x100) => output=(100-7)x(100-7) (scale_factor=2, offset=12, input=100x100) => output=(100*2-12)x(100*2-12) And each layer has `class_name` attribute.
2016-05-15 06:04:08 +12:00
[{"dH":1,"dW":1,"nInputPlane":1,"kW":3,"kH":3,"model_config":{"arch_name":"vgg_7","scale_factor":1,"channels":1,"offset":7},"weight":[[[[0.024167371913791,0.080561079084873,0.20434828102589],[-0.015064053237438,-0.06450791656971,0.07024671882391],[-0.026709085330367,-0.18384437263012,-0.090138949453831]]],[[[0.020708842203021,-0.055193312466145,-0.018049346283078],[0.18525053560734,0.049016129225492,-0.17989486455917],[0.01764677464962,0.0013025986263528,-0.018038650974631]]],[[[0.047863252460957,-0.086669318377972,-0.032503601163626],[-0.091679155826569,0.08213697373867,0.075549066066742],[0.0290901735425,0.0033711539581418,-0.027591917663813]]],[[[-0.040499959141016,0.060904670506716,0.088107705116272],[-0.044453337788582,-0.090618677437305,0.19918359816074],[0.027999177575111,0.18832750618458,0.14099675416946]]],[[[0.021008362993598,0.17417359352112,0.012836812995374],[0.0071372464299202,-0.0014791704015806,-0.1839154958725],[-0.001185221131891,-0.010252277366817,-0.022340547293425]]],[[[0.030995614826679,-0.049097377806902,-0.067155867815018],[0.035669650882483,0.070097498595715,-0.15370672941208],[-0.023256568238139,-0.14466267824173,-0.10936740040779]]],[[[-0.01597529835999,-0.16964319348335,0.1548810750246],[0.00073229073313996,-0.058723770081997,0.074618265032768],[-0.0020631786901504,-0.0029845596291125,0.01683003269136]]],[[[-0.026054535061121,-0.07455987483263,-0.20783197879791],[0.016706230118871,0.066935539245605,-0.070220313966274],[0.026146179065108,0.18126614391804,0.089999064803123]]],[[[0.013048442080617,0.03618897497654,-0.10570033639669],[-0.0082008196040988,0.040587812662125,0.11175560951233],[-0.010263093747199,-0.066254466772079,-0.022340783849359]]],[[[0.0078918030485511,-0.033624172210693,0.022371165454388],[0.067002043128014,0.034192785620689,-0.015386745333672],[0.0006583234644495,-0.009919791482389,0.0035524282138795]]],[[[-0.050128277391195,0.035498611629009,0.021307049319148],[-0.0065547078847885,0.14914135634899,-0.096961133182049],[0.022773357108235,-0.036341637372971,-0.033417731523514]]],[[[-0.014766205102205,0.037692029029131,-0.025309460237622],[-0.072776384651661,0.12350813299417,-0.055750422179699],[0.089456610381603,-0.16781181097031,0.085487052798271]]],[[[0.0046280408278108,-0.032261550426483,0.22900082170963],[-0.0062688905745745,-0.026839014142752,-0.096968412399292],[-0.0063167479820549,-0.015731815248728,-0.044543612748384]]],[[[-0.0056672962382436,-0.045892152935266,-0.1324782371521],[0.0040437593124807,-0.081229969859123,-0.06549234688282],[-0.0074110520072281,-0.017445309087634,-0.014980744570494]]],[[[-0.02176383882761,0.05307137593627,-0.021839562803507],[-0.0034444488119334,-0.038938727229834,0.035096973180771],[0.0092144077643752,-0.0078619681298733,-0.018196176737547]]],[[[0.0078046536073089,-0.0069412891753018,0.0011279272148386],[-0.016324209049344,-0.005046630743891,-0.022304598242044],[0.021955396980047,0.0012124248314649,0.010005299001932]]],[[[-0.0019943693187088,0.0029122794512659,0.018985642120242],[0.094998255372047,-0.025838408619165,-0.10071800649166],[0.0071784625761211,0.0027492179069668,0.0093622105196118]]],[[[-0.044367790222168,-0.0020637351553887,0.0096840914338827],[0.093756206333637,0.029290886595845,-0.019282439723611],[-0.046024356037378,-0.0496198348701,0.012132676318288]]],[[[-0.011738007888198,-0.059975728392601,-0.10664196312428],[-0.0021810941398144,-0.038182891905308,0.030812427401543],[0.013431551866233,0.092840157449245,0.081562578678131]]],[[[0.096277497708797,0.0086494460701942,-0.055114392191172],[0.064467422664165,-0.047502290457487,-0.077396415174007],[0.018656354397535,0.016219208016992,-0.02701117657125]]],[[[-0.0061091966927052,-0.0050243507139385,0.024960462003946],[-0.015431797131896,0.012196705676615,-0.034761279821396],[-0.0023586940951645,-0.002339591505006,0.0042142192833126]]],[[[0.029040100052953,-0.036198206245899,0.011385501362383],[-0.048447914421558,0.059235658496618,-0.013989428058267],[0.033743150532246,-0.038752175867558,0.005881953984499]]],[[[-0.038765978068113,-0.065369017422199,-0.014515524730086],[0.062365014106
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