Fichier: example-linear-regression.lua
In [11]:
----------------------------------------------------------------------
-- example-linear-regression.lua
--
-- This script provides a very simple step-by-step example of
-- linear regression, using Torch7's neural network (nn) package,
-- and the optimization package (optim).
--
-- note: to run this script, simply do:
-- torch script.lua
-- to run the script, and get an interactive shell once it terminates:
-- torch -i script.lua
-- we first require the necessary packages.
-- note: optim is a 3rd-party package, and needs to be installed
-- separately. This can be easily done using Torch7's package manager:
-- torch-pkg install optim
require 'torch'
require 'optim'
require 'nn'
In [12]:
----------------------------------------------------------------------
-- 1. Create the training data
-- In all regression problems, some training data needs to be
-- provided. In a realistic scenarios, data comes from some database
-- or file system, and needs to be loaded from disk. In that
-- tutorial, we create the data source as a Lua table.
-- In general, the data can be stored in arbitrary forms, and using
-- Lua's flexible table data structure is usually a good idea.
-- Here we store the data as a Torch Tensor (2D Array), where each
-- row represents a training sample, and each column a variable. The
-- first column is the target variable, and the others are the
-- input variables.
-- The data are from an example in Schaum's Outline:
-- Dominick Salvator and Derrick Reagle
-- Shaum's Outline of Theory and Problems of Statistics and Economics
-- 2nd edition
-- McGraw-Hill
-- 2002
-- The data relate the amount of corn produced, given certain amounts
-- of fertilizer and insecticide. See p 157 of the text.
-- In this example, we want to be able to predict the amount of
-- corn produced, given the amount of fertilizer and intesticide used.
-- In other words: fertilizer & insecticide are our two input variables,
-- and corn is our target value.
-- {corn, fertilizer, insecticide}
data = torch.Tensor{
{40, 6, 4},
{44, 10, 4},
{46, 12, 5},
{48, 14, 7},
{52, 16, 9},
{58, 18, 12},
{60, 22, 14},
{68, 24, 20},
{74, 26, 21},
{80, 32, 24}
}
In [100]:
----------------------------------------------------------------------
-- 2. Define the model (predictor)
-- The model will have one layer (called a module), which takes the
-- 2 inputs (fertilizer and insecticide) and produces the 1 output
-- (corn).
-- Note that the Linear model specified below has 3 parameters:
-- 1 for the weight assigned to fertilizer
-- 1 for the weight assigned to insecticide
-- 1 for the weight assigned to the bias term
-- In some other model specification schemes, one needs to augment the
-- training data to include a constant value of 1, but this isn't done
-- with the linear model.
-- The linear model must be held in a container. A sequential container
-- is appropriate since the outputs of each module become the inputs of
-- the subsequent module in the model. In this case, there is only one
-- module. In more complex cases, multiple modules can be stacked using
-- the sequential container.
-- The modules are all defined in the neural network package, which is
-- named 'nn'.
ninputs = 2; noutputs = 1
model = nn.Linear(ninputs, noutputs) -- define the only module
model:reset(0.01)
In [101]:
----------------------------------------------------------------------
-- 3. Define a loss function, to be minimized.
-- In that example, we minimize the Mean Square Error (MSE) between
-- the predictions of our linear model and the groundtruth available
-- in the dataset.
-- Torch provides many common criterions to train neural networks.
criterion = nn.MSECriterion()
In [102]:
----------------------------------------------------------------------
-- 4. Train the model
----------------- DONE?
x = {}
y = {}
for i=1,data:size(1) do
x[i]=torch.Tensor(2)
y[i]=torch.Tensor(1)
y[i][1]=data[i][1]
x[i][1]=data[i][2]
x[i][2]=data[i][3]
end
--[[ this is a comment
function zeroGradParameters()
return nil
end
--]] --or is it?
In [110]:
iterations = 1000000
--model:zeroGradParameters()
epsilon = 1e-3
--delta=0.01
for i=1,iterations do
model:zeroGradParameters()
indice = math.floor(torch.uniform(1,(#data)[1]+1))
y_chap = model:forward(x[indice])
lossj = criterion:forward(y_chap,y[indice])
delta = criterion:backward(y_chap,y[indice])
model:backward(x[indice],delta)
model:updateParameters(epsilon)
end
In [ ]:
In [111]:
----------------------------------------------------------------------
-- 5. Test the trained model.
-- Now that the model is trained, one can test it by evaluating it
-- on new samples.
-- The text solves the model exactly using matrix techniques and determines
-- that
-- corn = 31.98 + 0.65 * fertilizer + 1.11 * insecticides
-- We compare our approximate results with the text's results.
text = {40.32, 42.92, 45.33, 48.85, 52.37, 57, 61.82, 69.78, 72.19, 79.42}
print('id approx text')
for i = 1,(#data)[1] do
local myPrediction = model:forward(data[i][{{2,3}}])
print(string.format("%2d %6.2f %6.2f", i, myPrediction[1], text[i]))
end
Out[111]:
id approx text
1 39.34 40.32
2 41.60 42.92
3 43.75 45.33
4 46.92 48.85
5 50.08 52.37
6 54.27 57.00
7 58.57 61.82
8 65.81 69.78
9 67.96 72.19
10 74.40 79.42
In [81]:
i=1
output = model:forward(x[i])
df_do = criterion:backward(output, y[i])
model:backward(x[i], df_do)
print(output)
Out[81]:
nan
[torch.DoubleTensor of size 1]
In [71]:
for i = 1, 10 do
a = math.floor(torch.uniform(1,(#data)[1]+1))
print(a)
end
Out[71]:
8
1
1
2
7
7
10
9
6
10
Fichier: example-linear-regression-optim.lua
In [2]:
----------------------------------------------------------------------
-- example-linear-regression.lua
--
-- This script provides a very simple step-by-step example of
-- linear regression, using Torch7's neural network (nn) package,
-- and the optimization package (optim).
--
-- note: to run this script, simply do:
-- torch script.lua
-- to run the script, and get an interactive shell once it terminates:
-- torch -i script.lua
-- we first require the necessary packages.
-- note: optim is a 3rd-party package, and needs to be installed
-- separately. This can be easily done using Torch7's package manager:
-- torch-pkg install optim
require 'torch'
require 'optim'
require 'nn'
----------------------------------------------------------------------
-- 1. Create the training data
-- In all regression problems, some training data needs to be
-- provided. In a realistic scenarios, data comes from some database
-- or file system, and needs to be loaded from disk. In that
-- tutorial, we create the data source as a Lua table.
-- In general, the data can be stored in arbitrary forms, and using
-- Lua's flexible table data structure is usually a good idea.
-- Here we store the data as a Torch Tensor (2D Array), where each
-- row represents a training sample, and each column a variable. The
-- first column is the target variable, and the others are the
-- input variables.
-- The data are from an example in Schaum's Outline:
-- Dominick Salvator and Derrick Reagle
-- Shaum's Outline of Theory and Problems of Statistics and Economics
-- 2nd edition
-- McGraw-Hill
-- 2002
-- The data relate the amount of corn produced, given certain amounts
-- of fertilizer and insecticide. See p 157 of the text.
-- In this example, we want to be able to predict the amount of
-- corn produced, given the amount of fertilizer and intesticide used.
-- In other words: fertilizer & insecticide are our two input variables,
-- and corn is our target value.
-- {corn, fertilizer, insecticide}
data = torch.Tensor{
{40, 6, 4},
{44, 10, 4},
{46, 12, 5},
{48, 14, 7},
{52, 16, 9},
{58, 18, 12},
{60, 22, 14},
{68, 24, 20},
{74, 26, 21},
{80, 32, 24}
}
----------------------------------------------------------------------
-- 2. Define the model (predictor)
-- The model will have one layer (called a module), which takes the
-- 2 inputs (fertilizer and insecticide) and produces the 1 output
-- (corn).
-- Note that the Linear model specified below has 3 parameters:
-- 1 for the weight assigned to fertilizer
-- 1 for the weight assigned to insecticide
-- 1 for the weight assigned to the bias term
-- In some other model specification schemes, one needs to augment the
-- training data to include a constant value of 1, but this isn't done
-- with the linear model.
-- The linear model must be held in a container. A sequential container
-- is appropriate since the outputs of each module become the inputs of
-- the subsequent module in the model. In this case, there is only one
-- module. In more complex cases, multiple modules can be stacked using
-- the sequential container.
-- The modules are all defined in the neural network package, which is
-- named 'nn'.
model = nn.Sequential() -- define the container
ninputs = 2; noutputs = 1
model:add(nn.Linear(ninputs, noutputs)) -- define the only module
----------------------------------------------------------------------
-- 3. Define a loss function, to be minimized.
-- In that example, we minimize the Mean Square Error (MSE) between
-- the predictions of our linear model and the groundtruth available
-- in the dataset.
-- Torch provides many common criterions to train neural networks.
criterion = nn.MSECriterion()
----------------------------------------------------------------------
-- 4. Train the model
-- To minimize the loss defined above, using the linear model defined
-- in 'model', we follow a stochastic gradient descent procedure (SGD).
-- SGD is a good optimization algorithm when the amount of training data
-- is large, and estimating the gradient of the loss function over the
-- entire training set is too costly.
-- Given an arbitrarily complex model, we can retrieve its trainable
-- parameters, and the gradients of our loss function wrt these
-- parameters by doing so:
x, dl_dx = model:getParameters()
-- In the following code, we define a closure, feval, which computes
-- the value of the loss function at a given point x, and the gradient of
-- that function with respect to x. x is the vector of trainable weights,
-- which, in this example, are all the weights of the linear matrix of
-- our model, plus one bias.
feval = function(x_new)
-- set x to x_new, if differnt
-- (in this simple example, x_new will typically always point to x,
-- so the copy is really useless)
if x ~= x_new then
x:copy(x_new)
end
-- select a new training sample
_nidx_ = (_nidx_ or 0) + 1
if _nidx_ > (#data)[1] then _nidx_ = 1 end
local sample = data[_nidx_]
local target = sample[{ {1} }] -- this funny looking syntax allows
local inputs = sample[{ {2,3} }] -- slicing of arrays.
-- reset gradients (gradients are always accumulated, to accomodate
-- batch methods)
dl_dx:zero()
-- evaluate the loss function and its derivative wrt x, for that sample
local loss_x = criterion:forward(model:forward(inputs), target)
model:backward(inputs, criterion:backward(model.output, target))
-- return loss(x) and dloss/dx
return loss_x, dl_dx
end
-- Given the function above, we can now easily train the model using SGD.
-- For that, we need to define four key parameters:
-- + a learning rate: the size of the step taken at each stochastic
-- estimate of the gradient
-- + a weight decay, to regularize the solution (L2 regularization)
-- + a momentum term, to average steps over time
-- + a learning rate decay, to let the algorithm converge more precisely
sgd_params = {
learningRate = 1e-3,
learningRateDecay = 1e-4,
weightDecay = 0,
momentum = 0
}
-- We're now good to go... all we have left to do is run over the dataset
-- for a certain number of iterations, and perform a stochastic update
-- at each iteration. The number of iterations is found empirically here,
-- but should typically be determinined using cross-validation.
-- we cycle 1e4 times over our training data
for i = 1,1e4 do
-- this variable is used to estimate the average loss
current_loss = 0
-- an epoch is a full loop over our training data
for i = 1,(#data)[1] do
-- optim contains several optimization algorithms.
-- All of these algorithms assume the same parameters:
-- + a closure that computes the loss, and its gradient wrt to x,
-- given a point x
-- + a point x
-- + some parameters, which are algorithm-specific
_,fs = optim.sgd(feval,x,sgd_params)
-- Functions in optim all return two things:
-- + the new x, found by the optimization method (here SGD)
-- + the value of the loss functions at all points that were used by
-- the algorithm. SGD only estimates the function once, so
-- that list just contains one value.
current_loss = current_loss + fs[1]
end
-- report average error on epoch
current_loss = current_loss / (#data)[1]
print('current loss = ' .. current_loss)
end
----------------------------------------------------------------------
-- 5. Test the trained model.
-- Now that the model is trained, one can test it by evaluating it
-- on new samples.
-- The text solves the model exactly using matrix techniques and determines
-- that
-- corn = 31.98 + 0.65 * fertilizer + 1.11 * insecticides
-- We compare our approximate results with the text's results.
text = {40.32, 42.92, 45.33, 48.85, 52.37, 57, 61.82, 69.78, 72.19, 79.42}
print('id approx text')
for i = 1,(#data)[1] do
local myPrediction = model:forward(data[i][{{2,3}}])
print(string.format("%2d %6.2f %6.2f", i, myPrediction[1], text[i]))
end
Out[2]:
current loss = 411.27031285395
current loss = 205.57340417123
current loss = 187.06487940196
current loss = 172.31439841302
current loss = 160.10444162881
current loss = 149.97676297636
current loss = 141.55982281308
current loss = 134.55009548939
current loss = 128.69934074651
current loss = 123.80431126526
current loss = 119.69841332753
current loss = 116.24494347891
current loss = 113.33159810633
current loss = 110.86601207961
current loss = 108.77213008625
current loss = 106.98725238291
current loss = 105.45962727576
current loss = 104.1464872276
current loss = 103.01244526603
current loss = 102.02818429024
current loss = 101.1693847051
current loss = 100.41584616061
current loss = 99.750767528752
current loss = 99.160155999926
current loss = 98.632341639341
current loss = 98.157578161747
current loss = 97.727714261485
current loss = 97.335922736506
current loss = 96.976476999547
current loss = 96.644566482029
current loss = 96.336143990852
current loss = 96.04779934303
current loss = 95.776654633147
current loss = 95.520277328049
current loss = 95.276608068062
current loss = 95.043900613113
current loss = 94.820671829133
current loss = 94.605659983833
current loss = 94.397789926965
current loss = 94.196143980881
current loss = 93.999937572887
current loss = 93.808498809656
current loss = 93.621251332748
current loss = 93.437699908285
current loss = 93.257418297826
current loss = 93.08003903484
current loss = 92.905244794996
current loss = 92.732761101216
current loss = 92.562350147967
current loss = 92.393805565302
current loss = 92.226947972999
current loss = 92.061621199853
current loss = 91.89768906373
current loss = 91.735032624998
current loss = 91.573547840154
current loss = 91.413143554235
current loss = 91.253739780468
current loss = 91.095266223758
current loss = 90.937661011544
current loss = 90.780869601187
current loss = 90.624843837933
current loss = 90.469541141454
current loss = 90.31492380237
current loss = 90.160958372977
current loss = 90.007615138797
current loss = 89.854867659561
current loss = 89.702692369944
current loss = 89.551068231781
current loss = 89.399976430713
current loss = 89.249400111244
current loss = 89.099324145029
current loss = 88.949734927972
current loss = 88.80062020234
current loss = 88.651968900604
current loss = 88.503771008219
current loss = 88.356017442879
current loss = 88.208699948185
current loss = 88.061810999883
current loss = 87.915343723118
current loss = 87.769291819335
current loss = 87.623649501638
current loss = 87.47841143759
current loss = 87.333572698537
current loss = 87.189128714701
current loss = 87.04507523533
current loss = 86.901408293328
current loss = 86.758124173835
current loss = 86.615219386298
current loss = 86.47269063963
current loss = 86.33053482011
current loss = 86.188748971704
current loss = 86.047330278541
current loss = 85.906276049295
current loss = 85.765583703272
current loss = 85.625250757996
current loss = 85.48527481815
current loss = 85.3456535657
current loss = 85.206384751097
current loss = 85.067466185419
current loss = 84.928895733367
current loss = 84.790671307008
current loss = 84.652790860207
current loss = 84.515252383651
current loss = 84.378053900412
current loss = 84.241193461999
current loss = 84.104669144839
current loss = 83.968479047135
current loss = 83.832621286081
current loss = 83.69709399538
current loss = 83.561895323039
current loss = 83.427023429411
current loss = 83.29247648546
current loss = 83.15825267123
current loss = 83.024350174481
current loss = 82.890767189494
current loss = 82.757501916015
current loss = 82.624552558329
current loss = 82.49191732445
current loss = 82.359594425411
current loss = 82.227582074644
current loss = 82.095878487455
current loss = 81.964481880558
current loss = 81.833390471683
current loss = 81.702602479246
current loss = 81.572116122066
current loss = 81.441929619134
current loss = 81.312041189421
current loss = 81.18244905173
current loss = 81.0
Out[2]:
53151424576
current loss = 80.924146526101
current loss = 80.795432574012
current loss = 80.667007785547
current loss = 80.538870377462
current loss = 80.411018566034
current loss = 80.283450567086
current loss = 80.156164596024
current loss = 80.029158867889
current loss = 79.90243159742
current loss = 79.775980999129
current loss = 79.649805287384
current loss = 79.523902676499
current loss = 79.398271380837
current loss = 79.272909614913
current loss = 79.147815593506
current loss = 79.022987531773
current loss = 78.898423645373
current loss = 78.774122150587
current loss = 78.650081264447
current loss = 78.526299204866
current loss = 78.402774190771
current loss = 78.27950444223
current loss = 78.156488180598
current loss = 78.033723628645
current loss = 77.911209010698
current loss = 77.788942552777
current loss = 77.666922482737
current loss = 77.545147030402
current loss = 77.423614427711
current loss = 77.302322908852
current loss = 77.181270710404
current loss = 77.060456071477
current loss = 76.939877233847
current loss = 76.819532442099
current loss = 76.699419943762
current loss = 76.579537989447
current loss = 76.459884832983
current loss = 76.340458731556
current loss = 76.221257945841
current loss = 76.102280740136
current loss = 75.983525382499
current loss = 75.864990144877
current loss = 75.746673303241
current loss = 75.628573137713
current loss = 75.510687932702
current loss = 75.393015977024
current loss = 75.27555556404
current loss = 75.158304991775
current loss = 75.041262563045
current loss = 74.924426585587
current loss = 74.807795372177
current loss = 74.691367240753
current loss = 74.575140514542
current loss = 74.459113522172
current loss = 74.343284597799
current loss = 74.227652081219
current loss = 74.11221431799
current loss = 73.996969659545
current loss = 73.881916463306
current loss = 73.767053092801
current loss = 73.652377917773
current loss = 73.537889314293
current loss = 73.423585664869
current loss = 73.309465358558
current loss = 73.195526791068
current loss = 73.081768364871
current loss = 72.968188489303
current loss = 72.854785580672
current loss = 72.741558062358
current loss = 72.628504364918
current loss = 72.515622926183
current loss = 72.402912191361
current loss = 72.290370613133
current loss = 72.177996651748
current loss = 72.065788775125
current loss = 71.953745458941
current loss = 71.841865186727
current loss = 71.73014644996
current loss = 71.618587748155
current loss = 71.507187588951
current loss = 71.395944488202
current loss = 71.284856970066
current loss = 71.173923567086
current loss = 71.063142820277
current loss = 70.95251327921
current loss = 70.842033502093
current loss = 70.731702055852
current loss = 70.62151751621
current loss = 70.511478467768
current loss = 70.401583504075
current loss = 70.291831227713
current loss = 70.182220250364
current loss = 70.072749192886
current loss = 69.963416685385
current loss = 69.854221367284
current loss = 69.745161887395
current loss = 69.636236903982
current loss = 69.527445084833
current loss = 69.418785107323
current loss = 69.310255658475
current loss = 69.201855435028
current loss = 69.093583143495
current loss = 68.985437500224
current loss = 68.877417231456
current loss = 68.769521073383
current loss = 68.661747772204
current loss = 68.554096084181
current loss = 68.446564775689
current loss = 68.339152623271
current loss = 68.23185841369
current loss = 68.124680943972
current loss = 68.017619021464
current loss = 67.910671463872
current loss = 67.803837099311
current loss = 67.697114766349
current loss = 67.590503314046
current loss = 67.484001602002
current loss = 67.377608500392
current loss = 67.271322890007
current loss = 67.16514366229
current loss = 67.059069719376
current loss = 66.953099974121
current loss = 66.84723335014
current loss = 66.741468781841
current loss = 66.635805214448
current loss = 66.530241604041
current loss = 66.424776917575
current loss = 66.31941013291
Out[2]:
3
current loss = 66.214140238851
current loss = 66.10896623514
current loss = 66.003887132509
current loss = 65.898901952692
current loss = 65.794009728442
Out[2]:
current loss = 65.689209503555
current loss = 65.584500332884
current loss = 65.479881282361
current loss = 65.375351429007
Out[2]:
current loss = 65.270909860948
current loss = 65.16655567743
current loss = 65.062287988829
current loss = 64.95810591666
current loss = 64.854008593589
current loss = 64.749995163437
current loss = 64.646064781192
current loss = 64.542216613009
current loss = 64.438449836218
current loss = 64.334763639323
current loss = 64.231157222009
current loss = 64.127629795139
current loss = 64.024180580752
current loss = 63.920808812065
current loss = 63.817513733467
current loss = 63.714294600516
current loss = 63.611150679933
current loss = 63.508081249595
current loss = 63.405085598528
current loss = 63.302163026897
current loss = 63.199312845998
current loss = 63.096534378243
current loss = 62.993826957153
current loss = 62.891189927338
current loss = 62.788622644489
current loss = 62.686124475354
current loss = 62.58369479773
current loss = 62.481333000441
current loss = 62.379038483317
current loss = 62.276810657175
current loss = 62.174648943802
current loss = 62.072552775927
current loss = 61.9705215972
current loss = 61.868554862167
current loss = 61.766652036247
current loss = 61.664812595703
current loss = 61.563036027614
current loss = 61.461321829849
current loss = 61.359669511037
current loss = 61.258078590535
current loss = 61.156548598397
current loss = 61.055079075343
current loss = 60.953669572726
current loss = 60.852319652493
current loss = 60.751028887157
current loss = 60.649796859756
current loss = 60.548623163815
current loss = 60.447507403313
current loss = 60.34644919264
current loss = 60.245448156559
current loss = 60.144503930164
current loss = 60.043616158839
current loss = 59.942784498219
current loss = 59.84200861414
current loss = 59.741288182602
current loss = 59.640622889719
current loss = 59.540012431677
current loss = 59.439456514683
current loss = 59.338954854924
current loss = 59.238507178515
current loss = 59.13811322145
current loss = 59.037772729553
current loss = 58.93748545843
current loss = 58.837251173415
current loss = 58.737069649519
current loss = 58.636940671379
current loss = 58.536864033204
current loss = 58.43683953872
current loss = 58.336867001118
current loss = 58.236946242995
current loss = 58.137077096305
current loss = 58.037259402294
current loss = 57.93749301145
current loss = 57.837777783441
current loss = 57.73811358706
current loss = 57.638500300161
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current loss = 57.240554118432
current loss = 57.141193859853
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current loss = 5
Out[2]:
2.431705832284
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curren
Out[2]:
t loss = 40.540226229437
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Out[2]:
current loss = 30.443301138781
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current
Out[2]:
loss = 22.68835121719
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Out[2]:
807946
current loss = 17.007173899074
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current loss = 14.659613083052
Out[2]:
current loss = 14.629259507747
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current loss = 13.320310143961
current loss = 13.293671011853
current loss = 13.267105762183
Out[2]:
current loss = 13.240614187045
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current l
Out[2]:
oss = 10.388673905028
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Out[2]:
0946244019
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c
Out[2]:
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Out[2]:
current loss = 6.3471202561253
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Out[2]:
current loss = 6.3308540339869
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Out[2]:
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Out[2]:
5.4148881397657
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current loss = 4.7447822447531
cu
Out[2]:
rrent loss = 4.7402339721157
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current los
Out[2]:
s = 4.2283581047406
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Out[2]:
current loss = 3.8296636222317
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current loss = 3.51408
Out[2]:
92533924
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Out[2]:
current loss = 3.3004412731414
Out[2]:
current loss = 3.2985982171031
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Out[2]:
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current loss = 3.1602989994993
current loss = 3.1586782552758
current loss = 3.1570600294815
current loss = 3.1554443169722
current loss = 3.1538311126165
current loss = 3.1522204112955
current loss = 3.150612207903
current loss = 3.1490064973452
current loss = 3.147403274541
current loss = 3.1458025344215
current loss = 3.1442042719305
current loss = 3.142608482024
current loss = 3.1410151596706
current loss = 3.139424299851
current loss = 3.1378358975584
current loss = 3.136249947798
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current loss = 3.1330853859567
current loss = 3.1315067639475
current loss = 3.129930574614
current loss = 3.1283568130223
current loss = 3.1267854742507
current loss = 3.1252165533895
current loss = 3.1236500455409
current loss = 3.122085945819
current loss = 3.12052424935
current loss = 3.1189649512719
current loss = 3.1174080467345
current loss = 3.1158535308996
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current loss = 3.1127516460429
current loss = 3.1112042674032
current loss = 3.1096592582303
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current loss = 3.1065763291777
current loss = 3.1050383997734
current loss = 3.1035028207867
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current loss = 3.1004386951443
current loss = 3.0989101390561
current loss = 3.0973839145209
current loss = 3.095860016851
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current loss = 3.0717903264339
current loss = 3
Out[2]:
.0703052791657
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current loss = 3.0043485877024
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current loss = 2.9878719292143
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current loss = 2.9743618612286
current loss = 2.973021714753
current loss = 2.9716835275699
current loss = 2.9703472958807
Out[2]:
current loss = 2.9690130158954
Out[2]:
current loss = 2.9676806838334
current loss = 2.9663502959225
current loss = 2.9650218483995
current loss = 2.9636953375101
current loss = 2.9623707595088
Out[2]:
current loss = 2.9610481106587
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current loss = 2.8075388350717
current lo
Out[2]:
ss = 2.8064351470593
current loss = 2.8053329717952
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current loss = 2.7771984248465
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current loss = 2.6786091039014
current loss = 2.6776772449074
current loss = 2.676746590
Out[2]:
9355
current loss = 2.6758171398836
current loss = 2.6748888896538
current loss = 2.6739618381531
current loss = 2.6730359832926
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current loss = 2.6702655777311
current loss = 2.6693444886325
current loss = 2.6684245857967
Out[2]:
current loss = 2.6675058671614
current loss = 2.666588330669
current loss = 2.6656719742659
Out[2]:
current loss = 2.6647567959029
Out[2]:
current loss = 2.6638427935353
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current loss = 2.555
Out[2]:
8758380991
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current
Out[2]:
loss = 2.4627959067264
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Out[2]:
22
current loss = 2.382542669793
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Out[2]:
current loss = 2.3750719647315
Out[2]:
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Out[2]:
062845146737
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curren
Out[2]:
t loss = 2.2460331075744
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Out[2]:
559
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current loss = 2.153784660158
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current loss = 2.1520300732555
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current loss = 2.1509810617551
current loss = 2.150632012339
current loss = 2.1502832728132
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current loss = 2.148891405817
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current loss = 2.1478507403589
current loss = 2.1475044659593
current loss = 2.1471584979603
current loss = 2.1468128359772
current loss = 2.1464674796259
current
Out[2]:
loss = 2.1461224285231
current loss = 2.1457776822857
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current loss = 2.1392849234128
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current loss = 2.1049637389251
current loss = 2.1046545371914
current loss = 2.
Out[2]:
1043455962469
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current loss = 2.0676817366593
current loss = 2.067403293481
current loss = 2.0671250747619
current loss = 2.0668470802423
curre
Out[2]:
nt loss = 2.0665693096629
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current loss = 2.0345369001795
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current loss = 2.0337806319239
current loss = 2.0335289314076
current loss = 2.0332774249816
current loss = 2.0330261124298
current loss
Out[2]:
= 2.0327749935367
current loss = 2.0325240680866
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current loss = 2.0320227966559
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current loss = 2.0307729883134
current loss = 2.0305236026901
current loss = 2.0302744085847
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current loss = 2.0263131769512
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current loss = 2.0090711028787
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current loss = 2.00215
Out[2]:
68688207
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Out[2]:
40925485308
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cur
Out[2]:
rent loss = 1.9484770614731
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Out[2]:
4462714
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current
Out[2]:
loss = 1.9035975780303
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Out[2]:
73772901
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current loss = 1.8684541655495
current loss = 1.8683149393315
current loss = 1.8681757945673
current loss = 1.8680367311858
current loss = 1.8678977491162
current loss = 1.8677588482877
current loss = 1.8676200286297
current loss = 1.8674812900714
current loss = 1.8673426325425
current loss = 1.8672040559725
current loss = 1.8670655602908
current loss = 1.8669271454274
current loss = 1.8667888113119
current loss = 1.8666505578743
current loss = 1.8665123850444
current loss = 1.8663742927524
current loss = 1.8662362809282
current loss = 1.8660983495021
current loss = 1.8659604984043
current loss = 1.8658227275652
current loss = 1.8656850369152
current loss = 1.8655474263848
curr
Out[2]:
ent loss = 1.8654098959045
current loss = 1.865272445405
current loss = 1.865135074817
current loss = 1.8649977840714
current loss = 1.8648605730989
current loss = 1.8647234418307
current loss = 1.8645863901977
current loss = 1.8644494181309
current loss = 1.8643125255618
current loss = 1.8641757124213
current loss = 1.8640389786411
current loss = 1.8639023241523
current loss = 1.8637657488867
current loss = 1.8636292527756
current loss = 1.8634928357509
current loss = 1.8633564977441
current loss = 1.8632202386872
current loss = 1.863084058512
current loss = 1.8629479571505
current loss = 1.8628119345346
current loss = 1.8626759905966
current loss = 1.8625401252685
current loss = 1.8624043384827
current loss = 1.8622686301715
current loss = 1.8621330002673
current loss = 1.8619974487026
current loss = 1.86186197541
current loss = 1.861726580322
current loss = 1.8615912633715
current loss = 1.8614560244912
current loss = 1.8613208636139
current loss = 1.8611857806727
current loss = 1.8610507756004
current loss = 1.8609158483303
current loss = 1.8607809987955
current loss = 1.8606462269292
current loss = 1.8605115326647
current loss = 1.8603769159354
current loss = 1.8602423766748
current loss = 1.8601079148164
current loss = 1.8599735302938
current loss = 1.8598392230408
current loss = 1.8597049929909
current loss = 1.8595708400782
current loss = 1.8594367642365
current loss = 1.8593027653997
current loss = 1.8591688435019
current loss = 1.8590349984773
current loss = 1.85890123026
current loss = 1.8587675387844
current loss = 1.8586339239847
current loss = 1.8585003857953
current loss = 1.8583669241508
current loss = 1.8582335389858
current loss = 1.8581002302347
current loss = 1.8579669978325
current loss = 1.8578338417137
current loss = 1.8577007618134
current loss = 1.8575677580664
current loss = 1.8574348304076
current loss = 1.8573019787723
current loss = 1.8571692030955
current loss = 1.8570365033123
current loss = 1.8569038793582
current loss = 1.8567713311685
current loss = 1.8566388586785
current loss = 1.8565064618238
current loss = 1.85637414054
current loss = 1.8562418947627
current loss = 1.8561097244275
current loss = 1.8559776294704
current loss = 1.8558456098271
current loss = 1.8557136654335
current loss = 1.8555817962257
current loss = 1.8554500021397
current loss = 1.8553182831117
current loss = 1.8551866390778
current loss = 1.8550550699744
current loss = 1.8549235757378
current loss = 1.8547921563043
current loss = 1.8546608116106
current loss = 1.854529541593
current loss = 1.8543983461884
current loss = 1.8542672253333
current loss = 1.8541361789646
current loss = 1.854005207019
current loss = 1.8538743094336
current loss = 1.8537434861451
current loss = 1.8536127370908
current loss = 1.8534820622077
current loss = 1.8533514614329
current loss = 1.8532209347038
current loss = 1.8530904819577
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current loss = 1.852829798164
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current loss = 1.8525694095517
current loss = 1.8524393257826
current loss = 1.8523093156218
current loss = 1.8521793790072
current loss = 1.8520495158766
current loss = 1.8519197261679
current loss = 1.8517900098192
current loss = 1.8516603667685
current loss = 1.851530796954
current loss = 1.8514013003138
current loss = 1.8512718767863
current loss = 1.8511425263097
current loss = 1.8510132488226
current loss = 1.8508840442633
current loss = 1.8507549125705
current loss = 1.8506258536827
current loss = 1.8504968675387
current loss = 1.8503679540771
current loss = 1.8502391132368
current loss = 1.8501103449567
current loss = 1.8499816491757
current loss = 1.8498530258328
current loss = 1.8497244748672
current loss = 1.8495959962179
current loss = 1.8494675898242
current loss = 1.8493392556254
current loss = 1.8492109935608
current loss = 1.8490828035698
current loss = 1.8489546855919
current loss = 1.8488266395666
current loss = 1.8486986654336
current loss = 1.8485707631326
current loss = 1.8
Out[2]:
484429326033
current loss = 1.8483151737854
current loss = 1.8481874866189
current loss = 1.8480598710438
current loss = 1.8479323269999
Out[2]:
current loss = 1.8478048544274
current loss = 1.8476774532665
current loss = 1.8475501234573
current loss = 1.8474228649401
current loss = 1.8472956776552
current loss = 1.847168561543
current loss = 1.847041516544
current loss = 1.8469145425987
current loss = 1.8467876396477
Out[2]:
current loss = 1.8466608076317
current loss = 1.8465340464914
current loss = 1.8464073561675
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current loss = 1.8459013018544
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current loss = 1.8455225018004
current loss = 1.8453963758841
current loss = 1.8452703202542
current loss = 1.8451443348522
current loss = 1.8450184196194
current loss = 1.8448925744975
current loss = 1.8447667994281
current loss = 1.8446410943528
current loss = 1.8445154592134
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current loss = 1.8442643985096
current loss = 1.844138972829
current loss = 1.8440136168518
current loss = 1.8438883305202
current loss = 1.8437631137762
current loss = 1.843637966562
current loss = 1.8435128888199
current loss = 1.8433878804922
current loss = 1.8432629415213
current loss = 1.8431380718495
current loss = 1.8430132714193
current loss = 1.8428885401734
current loss = 1.8427638780543
current loss = 1.8426392850047
current loss = 1.8425147609674
current loss = 1.8423903058851
current loss = 1.8422659197007
current loss = 1.8421416023571
current loss = 1.8420173537974
current loss = 1.8418931739645
current loss = 1.8417690628016
current loss = 1.8416450202518
current loss = 1.8415210462584
current loss = 1.8413971407646
current loss = 1.8412733037139
current loss = 1.8411495350496
current loss = 1.8410258347152
current loss = 1.8409022026542
current loss = 1.8407786388103
current loss = 1.840655143127
current loss = 1.8405317155481
current loss = 1.8404083560175
current loss = 1.8402850644788
current loss = 1.8401618408761
current loss = 1.8400386851532
current loss = 1.8399155972542
current loss = 1.8397925771232
current loss = 1.8396696247043
current loss = 1.8395467399417
current loss = 1.8394239227796
current loss = 1.8393011731625
current loss = 1.8391784910346
current loss = 1.8390558763404
current loss = 1.8389333290244
current loss = 1.8388108490311
current loss = 1.8386884363052
current loss = 1.8385660907914
current loss = 1.8384438124343
current loss = 1.8383216011788
current loss = 1.8381994569697
current loss = 1.8380773797519
current loss = 1.8379553694704
current loss = 1.8378334260703
current loss = 1.8377115494965
current loss = 1.8375897396944
current loss = 1.837467996609
current loss = 1.8373463201856
current loss = 1.8372247103696
current loss = 1.8371031671063
current loss = 1.8369816903411
current loss = 1.8368602800196
current loss = 1.8367389360874
current loss = 1.83661765849
current loss = 1.8364964471731
current loss = 1.8363753020824
current loss = 1.8362542231637
current loss = 1.8361332103629
current loss = 1.8360122636259
current loss = 1.8358913828985
current loss = 1.835770568127
current loss = 1.8356498192572
current loss = 1.8355291362354
current loss = 1.8354085190077
current loss = 1.8352879675204
current loss = 1.8351674817198
current loss = 1.8350470615523
current loss = 1.8349267069642
current loss = 1.834806417902
current loss = 1.8346861943124
current loss = 1.8345660361417
current loss = 1.8344459433368
current loss = 1.8343259158443
current loss = 1.834205953611
current loss = 1.8340860565836
current loss = 1.8339662247091
current loss = 1.8338464579344
current loss = 1.8337267562065
current loss = 1.8336071194723
current loss = 1.8334875476791
current loss = 1.8333680407739
current loss = 1.833248598704
current loss = 1.8331292214166
current loss = 1.833009908859
current loss = 1.8328906609787
current loss = 1.832771477723
current loss = 1.8326523590395
current loss = 1.8325333048756
current loss = 1.8324143151791
current loss = 1.8322953898975
current loss = 1.8321765289785
current loss = 1.8320577323699
current loss = 1.8319390000196
current loss = 1.8318203318754
current loss = 1.8317017278852
current loss = 1.831583187997
current loss = 1.8314647121589
current loss = 1.831346300319
current loss = 1.8312279524254
current loss = 1.8311096684263
current loss =
Out[2]:
1.8309914482699
current loss = 1.8308732919047
current loss = 1.8307551992789
current loss = 1.830637170341
current loss = 1.8305192050394
current loss = 1.8304013033227
current loss = 1.8302834651395
current loss = 1.8301656904384
current loss = 1.8300479791681
current loss = 1.8299303312773
current loss = 1.8298127467149
current loss = 1.8296952254297
current loss = 1.8295777673706
current loss = 1.8294603724867
current loss = 1.8293430407268
current loss = 1.82922577204
current loss = 1.8291085663756
current loss = 1.8289914236826
current loss = 1.8288743439104
current loss = 1.8287573270081
current loss = 1.8286403729252
current loss = 1.8285234816109
current loss = 1.8284066530149
current loss = 1.8282898870864
current loss = 1.8281731837752
current loss = 1.8280565430308
current loss = 1.8279399648029
current loss = 1.8278234490411
current loss = 1.8277069956953
current loss = 1.8275906047152
current loss = 1.8274742760508
current loss = 1.8273580096518
current loss = 1.8272418054684
current loss = 1.8271256634505
current loss = 1.8270095835482
current loss = 1.8268935657117
current loss = 1.826777609891
current loss = 1.8266617160365
current loss = 1.8265458840985
current loss = 1.8264301140272
current loss = 1.8263144057731
current loss = 1.8261987592866
current loss = 1.8260831745181
current loss = 1.8259676514184
current loss = 1.8258521899378
current loss = 1.8257367900271
current loss = 1.825621451637
current loss = 1.8255061747183
current loss = 1.8253909592216
current loss = 1.825275805098
current loss = 1.8251607122983
current loss = 1.8250456807734
current loss = 1.8249307104743
current loss = 1.8248158013522
current loss = 1.8247009533581
current loss = 1.8245861664431
current loss = 1.8244714405586
current loss = 1.8243567756557
current loss = 1.8242421716858
current loss = 1.8241276286002
current loss = 1.8240131463504
current loss = 1.8238987248878
current loss = 1.8237843641638
current loss = 1.8236700641302
current loss = 1.8235558247385
current loss = 1.8234416459404
current loss = 1.8233275276875
current loss = 1.8232134699317
current loss = 1.8230994726248
current loss = 1.8229855357186
current loss = 1.8228716591651
current loss = 1.8227578429162
current loss = 1.8226440869239
current loss = 1.8225303911403
current loss = 1.8224167555175
current loss = 1.8223031800078
current loss = 1.8221896645632
current loss = 1.8220762091361
current loss = 1.8219628136788
current loss = 1.8218494781436
current loss = 1.821736202483
current loss = 1.8216229866494
current loss = 1.8215098305953
current loss = 1.8213967342733
current loss = 1.8212836976361
current loss = 1.8211707206362
current loss = 1.8210578032263
current loss = 1.8209449453593
current loss = 1.8208321469879
current loss = 1.820719408065
current loss = 1.8206067285435
current loss = 1.8204941083764
current loss = 1.8203815475166
current loss = 1.8202690459171
current loss = 1.8201566035312
current loss = 1.8200442203119
current loss = 1.8199318962125
current loss = 1.8198196311861
current loss = 1.8197074251861
current loss = 1.8195952781657
current loss = 1.8194831900785
current loss = 1.8193711608778
current loss = 1.8192591905172
current loss = 1.81914727895
current loss = 1.81903542613
current loss = 1.8189236320108
current loss = 1.818811896546
current loss = 1.8187002196893
current loss = 1.8185886013945
current loss = 1.8184770416155
current loss = 1.8183655403061
current loss = 1.8182540974202
current loss = 1.8181427129118
current loss = 1.8180313867349
current loss = 1.8179201188435
current loss = 1.8178089091918
current loss = 1.8176977577339
current loss = 1.8175866644239
current loss = 1.8174756292162
current loss = 1.817364652065
current loss = 1.8172537329247
current loss = 1.8171428717496
current loss = 1.8170320684942
current loss = 1.816921323113
current loss = 1.8168106355605
current loss = 1.8167000057912
current loss = 1.8165894337598
current loss = 1.8164789194209
current loss = 1.816368462729
Out[2]:
3
current loss = 1.8162580636396
current loss = 1.8161477221068
current loss = 1.8160374380857
current loss = 1.8159272115311
current loss = 1.8158170423981
current loss = 1.8157069306415
current loss = 1.8155968762164
current loss = 1.815486879078
current loss = 1.8153769391813
current loss = 1.8152670564815
current loss = 1.8151572309338
current loss = 1.8150474624935
current loss = 1.814937751116
current loss = 1.8148280967565
current loss = 1.8147184993704
current loss = 1.8146089589133
current loss = 1.8144994753405
current loss = 1.8143900486077
current loss = 1.8142806786704
current loss = 1.8141713654843
current loss = 1.814062109005
current loss = 1.8139529091883
current loss = 1.8138437659898
current loss = 1.8137346793655
current loss = 1.8136256492712
current loss = 1.8135166756627
current loss = 1.8134077584961
current loss = 1.8132988977273
current loss = 1.8131900933123
current loss = 1.8130813452072
current loss = 1.8129726533682
current loss = 1.8128640177514
current loss = 1.8127554383131
current loss = 1.8126469150094
current loss = 1.8125384477967
current loss = 1.8124300366313
current loss = 1.8123216814697
current loss = 1.8122133822683
current loss = 1.8121051389835
current loss = 1.8119969515718
current loss = 1.8118888199899
current loss = 1.8117807441944
current loss = 1.8116727241419
current loss = 1.811564759789
current loss = 1.8114568510926
current loss = 1.8113489980095
current loss = 1.8112412004964
current loss = 1.8111334585103
current loss = 1.8110257720081
current loss = 1.8109181409466
current loss = 1.810810565283
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current loss = 1.8105955799776
current loss = 1.8104881702501
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current loss = 1.810273516431
current loss = 1.810166272254
current loss = 1.8100590831752
current loss = 1.8099519491518
current loss = 1.8098448701412
current loss = 1.809737846101
current loss = 1.8096308769885
current loss = 1.8095239627613
current loss = 1.809417103377
current loss = 1.8093102987933
current loss = 1.8092035489676
current loss = 1.8090968538578
current loss = 1.8089902134216
current loss = 1.8088836276167
current loss = 1.808777096401
current loss = 1.8086706197324
current loss = 1.8085641975688
current loss = 1.8084578298681
current loss = 1.8083515165883
current loss = 1.8082452576875
current loss = 1.8081390531237
current loss = 1.808032902855
current loss = 1.8079268068397
current loss = 1.8078207650359
current loss = 1.807714777402
current loss = 1.8076088438961
current loss = 1.8075029644766
current loss = 1.8073971391018
current loss = 1.8072913677303
current loss = 1.8071856503205
current loss = 1.8070799868308
current loss = 1.8069743772198
current loss = 1.8068688214461
current loss = 1.8067633194683
current loss = 1.8066578712451
current loss = 1.8065524767352
current loss = 1.8064471358973
current loss = 1.8063418486903
current loss = 1.8062366150729
current loss = 1.8061314350041
current loss = 1.8060263084427
current loss = 1.8059212353477
current loss = 1.8058162156782
current loss = 1.8057112493931
current loss = 1.8056063364515
current loss = 1.8055014768126
current loss = 1.8053966704355
current loss = 1.8052919172794
current loss = 1.8051872173036
current loss = 1.8050825704674
current loss = 1.80497797673
current loss = 1.8048734360509
current loss = 1.8047689483894
current loss = 1.804664513705
current loss = 1.8045601319572
current loss = 1.8044558031055
current loss = 1.8043515271095
current loss = 1.8042473039288
current loss = 1.804143133523
current loss = 1.8040390158519
current loss = 1.8039349508752
current loss = 1.8038309385525
current loss = 1.8037269788439
current loss = 1.803623071709
current loss = 1.8035192171079
current loss = 1.8034154150003
current loss = 1.8033116653464
current loss = 1.8032079681061
current loss = 1.8031043232394
current loss = 1.8030007307065
current loss = 1.8028971904675
current loss = 1.8027937024825
current loss = 1.8026902667118
current loss =
Out[2]:
1.8025868831157
current loss = 1.8024835516543
current loss = 1.8023802722881
current loss = 1.8022770449773
current loss = 1.8021738696825
current loss = 1.8020707463641
current loss = 1.8019676749825
Out[2]:
current loss = 1.8018646554983
current loss = 1.801761687872
current loss = 1.8016587720643
current loss = 1.8015559080357
current loss = 1.8014530957471
Out[2]:
current loss = 1.801350335159
current loss = 1.8012476262323
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current loss = 1.8009398090286
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current loss = 1.8005301069757
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current loss = 1.8003255641983
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current loss = 1.8001212265053
current loss = 1.8000191344685
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current loss = 1.7998151038205
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current loss = 1.7993059203807
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current loss = 1.7991026034673
current loss = 1.7990010212417
current loss = 1.7988994897856
current loss = 1.7987980090607
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current loss = 1.7985951996516
current loss = 1.7984938708909
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current loss = 1.7981901879264
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current loss = 1.7976850584279
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current loss = 1.7974833588145
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current loss = 1.7972818599962
current loss = 1.7971811857908
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current loss = 1.7969799875994
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current loss = 1.7967789894495
current loss = 1.7966785652962
current loss = 1.7965781910408
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current loss = 1.7963775920734
current loss = 1.7962773672867
current loss = 1.7961771922482
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current loss = 1.7959769912666
current loss = 1.795876965249
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current loss = 1.7954773567987
current loss = 1.7953775784056
current loss = 1.7952778494263
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current loss = 1.795078539561
current loss = 1.7949789586011
current loss = 1.7948794269073
current loss = 1.7947799444426
current loss = 1.7946805111703
current loss = 1.7945811270536
current loss = 1.7944817920559
current loss = 1.7943825061403
current loss = 1.7942832692703
current loss = 1.7941840814092
current loss = 1.7940849425205
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current loss = 1.7938868115139
current loss = 1.7937878193231
current loss = 1.7936888759586
current loss = 1.7935899813841
current loss = 1.7934911355632
current loss = 1.7933923384595
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current loss = 1.7928005768697
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current loss = 1.7925053508256
current loss = 1.792407038904
current loss = 1.7923087753023
current loss = 1.7922105599845
current loss = 1.7921123929149
current loss = 1.7920142740576
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current loss = 1.7917202064016
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current loss = 1.7912310545523
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current loss = 1.7910357293005
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current loss = 1.7906456523579
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current loss = 1.790450900101
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current loss = 1.7902563382774
current loss = 1.7901591286901
current loss = 1.7900619666055
current loss = 1.7899648519885
current loss = 1.7898677848041
current loss = 1.7897707650172
current loss = 1.7896737925927
current loss = 1.7895768674958
current loss = 1.7894799896915
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current loss = 1.7892863758208
current loss = 1.7891896396848
current loss = 1.7890929507019
current loss = 1.7889963088373
current loss = 1.7888997140564
current loss = 1.7888031663243
current loss = 1.7887066656064
current los
Out[2]:
s = 1.7886102118681
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current loss = 1.7833766051574
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current loss = 1.7830951088325
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current loss = 1.7809503585653
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current loss = 1.7790125619105
current loss = 1.7789207676131
current loss = 1.778829016868
current loss = 1.778737309644
current loss = 1.7786456459098
current loss = 1.778554025634
current loss = 1.7784624487855
current loss = 1.778370915333
current loss = 1.7782794252454
current loss = 1.7781879784914
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current loss = 1.7779138979205
current loss = 1.7778226241903
current loss = 1.7777313936385
current loss = 1.777640206234
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current loss = 1.7773669025955
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current loss = 1.7771849153401
current loss = 1.777093986171
current loss = 1.7770030999332
current loss = 1.776912256596
current loss = 1.7768214561286
current loss = 1.7767306985005
current loss = 1.7766399836808
c
Out[2]:
urrent loss = 1.7765493116391
current loss = 1.7764586823446
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current loss = 1.774565287895
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current loss = 1.7710099333325
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current loss = 1.7708338991111
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current loss = 1.7706580282787
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current loss = 1.7704823206051
current loss = 1.7703945278809
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current loss = 1.7697811169072
current loss = 1.7696936490101
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current loss = 1.7695188346124
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current loss = 1.7679527531235
current loss = 1.7678661292602
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current loss = 1.7676930011545
current loss = 1.7676064968564
current loss = 1.7675200323575
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current loss = 1.7673472226465
current loss = 1.7672608773786
current loss = 1.7671745717989
current loss = 1.7670883058797
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current loss = 1.7669158929116
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current loss = 1.766227821928
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current loss = 1.765799057564
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current loss = 1.7656278265515
current loss = 1.7655422698074
current loss = 1.7654567522017
current loss = 1.7653712737073
current loss =
Out[2]:
1.7652858342968
current loss = 1.7652004339432
current loss = 1.7651150726193
current loss = 1.7650297502979
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current loss = 1.7628249715802
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current loss = 1.7626564510054
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current loss = 1.7624880833377
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current loss = 1.762235818075
current loss = 1.7621518058792
current loss = 1.7620678317522
current loss = 1.7619838956677
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current loss = 1.7602299794853
current loss = 1.7601468737441
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current loss = 1.759980774572
current loss = 1.75989778109
current loss = 1.7598148249763
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current loss = 1.7596490247519
current loss = 1.75956618059
current loss = 1.7594833736942
current loss = 1.7594006040391
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current loss = 1.7592351763486
current loss = 1.7591525182624
current loss = 1.759069897315
current loss = 1.758987313481
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current loss = 1.7588222570515
current loss = 1.7587397844054
current loss = 1.7586573487713
current loss = 1.7585749501238
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current loss = 1.7583279758492
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current loss = 1.7581635108037
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current loss = 1.7575071220322
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current loss = 1.75734339169
current loss = 1.7572615814091
current loss = 1.7571798076884
current loss = 1.7570980705032
current loss = 1.7570163698284
current loss = 1.7569347056394
current loss = 1.7568530779112
current loss = 1.7567714866191
current loss = 1.7566899317383
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current loss = 1.7565269311117
current loss = 1.7564454853164
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current loss = 1.7562827026386
current loss = 1.7562013657067
current loss = 1.7561200650134
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current loss = 1.7557141042647
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current loss = 1.7555519727759
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current loss = 1.7553899854568
current loss = 1.7553090457998
current loss = 1.7552281421121
current loss = 1.7551472743692
current loss = 1.7550664425468
current loss = 1.7549856466207
current loss = 1.7549048865665
current loss = 1.7548241623599
current loss = 1.7547434739768
current loss = 1.7546628213929
cu
Out[2]:
rrent loss = 1.754582204584
current loss = 1.754501623526
current loss = 1.7544210781946
current loss = 1.7543405685658
current loss = 1.7542600946153
current loss = 1.7541796563192
current loss = 1.7540992536534
current loss = 1.7540188865937
current loss = 1.7539385551162
current loss = 1.753858259197
current loss = 1.7537779988119
current loss = 1.753697773937
Out[2]:
current loss = 1.7536175845484
current loss = 1.7535374306221
current loss = 1.7534573121343
Out[2]:
current loss = 1.7533772290611
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current loss = 1.753217169063
current loss = 1.7531371920905
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current loss = 1.7526580711287
current loss = 1.7525783408925
current loss = 1.7524986458097
current loss = 1.7524189858566
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current loss = 1.7520212122108
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current loss = 1.7517036232263
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current loss = 1.7471605755306
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current loss = 1.7454671317487
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current loss = 1.7451609602214
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current loss = 1.7448553166858
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current loss = 1.744321706803
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current loss = 1.744169542013
current loss = 1.7440935087064
current loss = 1.7440175080967
current loss = 1.7439415401624
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current loss = 1.7437138321981
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current loss = 1.7435621898731
current loss = 1.7434864175418
current loss = 1.7
Out[2]:
434106777362
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current loss = 1.7409293724978
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current loss = 1.7387774558333
current loss = 1.738703722925
current loss = 1.7386300212143
current loss = 1.7385563506812
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current loss = 1.7384091030671
current loss = 1.7383355259457
current loss = 1.7382619799215
current loss = 1.7381884649741
current loss = 1.7381149810836
current loss = 1.7380415282299
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current loss = 1.7378213556893
current loss = 1.7377480267827
current loss = 1.7376747288128
current loss = 1.7376014617598
current loss = 1.7375282256036
current loss = 1.7374550203245
current loss = 1.7373818459024
current loss = 1.7373087023176
current loss = 1.7372355895501
current loss = 1.7371625075801
current loss = 1.7370894563877
current loss = 1.7370164359532
current loss = 1.7369434462567
current loss = 1.7368704872784
current loss = 1.7367975589987
current loss = 1.7367246613977
current loss = 1.7366517944557
current loss = 1.736578958153
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current loss = 1.7362879189416
current loss = 1.7362152355403
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current loss = 1.7359973683861
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current loss = 1.7358522759623
current loss = 1.7357797753956
current loss = 1.7357073052328
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current loss = 1.7355624560414
current loss = 1.7354900769738
current loss = 1.7354177282323
current loss = 1.7353454097976
current loss = 1.7352731216501
current loss = 1.7352008637705
current loss = 1.7351286361394
current loss = 1.7350564387375
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current loss = 1.7349121345436
current loss = 1.7348400277131
current loss = 1.7347679510344
current loss = 1.7346959044882
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current loss = 1.7344799454526
current loss = 1.7344080192441
current loss = 1.7343361230721
current loss = 1.7342642569173
current loss = 1.7341924207604
current loss = 1.7341206145825
current loss = 1.7340488383643
current loss = 1.7339770920867
Out[2]:
current loss = 1.7339053757307
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current loss = 1.7324062104587
current loss = 1.7323351475748
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current loss = 1.7311315747594
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current loss = 1.7295865110543
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current loss = 1.7291675547101
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current loss = 1.7290281320633
current loss = 1.7289584636841
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current loss = 1.7284021449349
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current loss = 1.7266753478662
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current loss = 1.7264693144678
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current loss = 1.7263320987347
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current loss = 1.7251021683031
current loss = 1.7250341021621
current loss = 1.7249
Out[2]:
660636249
current loss = 1.7248980526744
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current loss = 1.7224678876416
current loss = 1.7224008854682
current loss = 1.7223339102401
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current loss = 1.72066823839
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current loss = 1.7203371010285
current loss = 1.7202709529308
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current loss = 1.7184948884472
current loss = 1.7184294740457
current loss = 1.7183640856165
current loss = 1.7182987231437
current loss = 1.7182333866114
current loss = 1.7181680760039
current loss = 1.7181027913055
current loss = 1.7180375325002
current loss = 1.7179722995725
current loss = 1.7179070925064
current loss = 1.7178419112864
current loss = 1.7177767558967
current loss = 1.7177116263215
current loss = 1.7176465225453
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current loss = 1.7174513658532
current loss = 1.7173863651159
current loss = 1.7173213900993
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current loss = 1.7171266192169
current loss = 1.7170617469268
current loss = 1.7169969002793
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current loss = 1.7168672838501
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current loss = 1.7167377698053
current loss = 1.7166730511382
current loss = 1.7166083580206
current loss = 1.7165436904371
current loss = 1.7164790483723
Out[2]:
current loss = 1.7164144318106
current loss = 1.7163498407366
current loss = 1.7162852751349
current loss = 1.7162207349901
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current loss = 1.7160917310096
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current loss = 1.7158984155807
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current loss = 1.715769665477
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current loss = 1.7156410167093
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current loss = 1.7154482332951
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current loss = 1.7149992886348
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current loss = 1.7148712453202
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current loss = 1.7147433024891
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current loss = 1.7145515763843
current loss = 1.7144877177935
current loss = 1.7144238842329
current loss = 1.7143600756876
current loss = 1.7142962921423
current loss = 1.7142325335822
current loss = 1.7141687999922
current loss = 1.7141050913572
current loss = 1.7140414076623
current loss = 1.7139777488925
current loss = 1.7139141150328
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current loss = 1.7122053624471
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current loss = 1.712079502111
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current loss = 1.7115143399974
current loss = 1.7114516660772
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current loss = 1.7113263911846
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current loss = 1.7102654660702
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current loss = 1.7098926848056
current loss = 1.7098306385443
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current loss = 1.7097066178502
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current loss = 1.7094588633794
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current loss = 1.7093351293762
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current loss = 1.7092114907102
current loss = 1.7091497070935
current loss = 1.7090879472688
current loss = 1.709026211222
current loss = 1.7089644989392
current loss = 1.7089028104062
current loss = 1.708841145609
current loss = 1.7087795045335
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current loss = 1.7086562934918
current loss = 1.7085947234976
current loss = 1.7085331771691
current loss = 1.7084716544923
current loss = 1.7084101554534
current
Out[2]:
loss = 1.7083486800383
current loss = 1.7082872282331
current loss = 1.7082258000239
current loss = 1.7081643953967
current loss = 1.7081030143377
Out[2]:
current loss = 1.7080416568329
Out[2]:
current loss = 1.7079803228684
current loss = 1.7079190124305
current loss = 1.7078577255051
Out[2]:
current loss = 1.7077964620784
Out[2]:
current loss = 1.7077352221367
current loss = 1.707674005666
current loss = 1.7076128126525
Out[2]:
current loss = 1.7075516430825
current loss = 1.7074904969421
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current loss = 1.7063331536241
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current loss = 1.7061511817476
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current loss = 1.7060299827615
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current loss = 1.703565601855
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current loss = 1.7032081609173
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current loss = 1.7029109113401
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current loss = 1.7027328304806
current loss = 1.7026735149306
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current loss = 1.702436476068
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current loss = 1.7010217052011
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current loss = 1.7002022823002
current loss = 1.7001439160867
current loss = 1.700085571672
current loss = 1.7000272490435
current loss = 1.6999689481888
current loss = 1.69
Out[2]:
99106690954
current loss = 1.6998524117507
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current loss = 1.6968526928355
current loss = 1.696795570538
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current loss = 1.6965672921065
current loss = 1.6965102751284
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current loss = 1.6963393503144
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current loss = 1.6962255054195
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current loss = 1.6959412599212
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current loss = 1.6957142399563
current loss = 1.6956575371489
current loss = 1.6956008551913
current loss = 1.6955441940718
current loss = 1.6954875537786
current loss = 1.6954309342999
current loss = 1.6953743356238
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current loss = 1.6952612006328
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current loss = 1.6951481487115
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current loss = 1.6949222937025
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current loss = 1.6947531198064
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current loss = 1.6942467126123
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current loss = 1.692793082416
current loss = 1.6927374483443
current loss = 1.6926818345202
current loss = 1.6926262409325
curr
Out[2]:
ent loss = 1.6925706675698
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current loss = 1.68562029
Out[2]:
40801
current loss = 1.6855672376555
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current loss = 1.6789786052777
current lo
Out[2]:
ss = 1.6789278766462
current loss = 1.6788771655761
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current loss = 1.6725763914641
Out[2]:
current loss = 1.6725278530677
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current loss = 1.6666335619664
current loss = 1.66658700961
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current loss = 1.6664939510258
current loss =
Out[2]:
1.6664474447824
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current loss = 1.6637761032128
current loss = 1.6637304896951
current loss = 1.6636848910793
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current loss = 1.6635937385236
current loss = 1.6635481845686
current loss = 1.6635026454855
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current loss = 1.6633206377217
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current loss = 1.6631842876864
current loss = 1.6631388673084
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current loss = 1.6628213387717
current loss = 1.6627760366212
current loss = 1.6627307492156
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current loss = 1.6626402186096
current loss = 1.6625949753943
current loss = 1.6625497468944
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current loss = 1.6624141496123
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current loss = 1.662008149999
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current loss = 1.6618280861513
current loss = 1.6617831066831
current loss = 1.6617381417977
current loss = 1.6616931914878
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current loss = 1.6616033345654
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current loss = 1.6615135358575
current loss = 1.6614686583158
current loss = 1.6614237953058
current loss = 1.6613789468203
current loss = 1.6613341128519
current loss = 1.6612892933936
current loss = 1.6612444884379
current loss = 1.6611996979776
current loss = 1.6611549220055
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current loss = 1.6610206809458
current loss = 1.6609759628539
current loss = 1.660931259214
current loss = 1.6608865700189
current loss = 1.6608418952613
current loss = 1.660797234934
current loss = 1.6607525890298
current loss = 1.6607079575415
current loss = 1.660663340462
current loss = 1.6606187377839
c
Out[2]:
urrent loss = 1.6605741495002
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current loss = 1.6552401955835
current loss = 1.6551973244669
current loss = 1.6551544668892
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current loss = 1.6550687923241
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current loss
Out[2]:
= 1.6549831718354
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current loss = 1.6496135718077
current
Out[2]:
loss = 1.6495724576083
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current loss = 1.649449191124
current loss = 1.649408127647
current loss = 1.6493670768356
current loss = 1.6493260386835
Out[2]:
current loss = 1.6492850131849
current loss = 1.6492440003336
Out[2]:
current loss = 1.6492030001236
Out[2]:
current loss = 1.6491620125489
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current loss = 1.6440572247189
current l
Out[2]:
oss = 1.6440178060042
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current loss = 1.639106399285
current loss = 1.63906845
Out[2]:
83167
current loss = 1.6390305285534
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current loss = 1.636440145134
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current loss = 1.6363658400403
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current loss = 1.6362915783221
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current loss = 1.6361431848548
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current loss = 1.6358469167014
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current loss = 1.635699041391
current loss = 1.6356620994655
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current loss = 1.6355882478631
current loss = 1.6355513381765
current loss = 1.6355144392265
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current loss = 1.6353669506956
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current loss = 1.6352932707241
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current loss = 1.6351828310256
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current loss = 1.6347787074793
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current loss = 1.6344490184315
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current loss = 1.6343027655813
current lo
Out[2]:
ss = 1.6342662288148
current loss = 1.6342297026172
current loss = 1.6341931869838
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current loss = 1.6339014416595
current loss = 1.633865020891
current loss = 1.6338286106394
Out[2]:
current loss = 1.6337922109001
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current loss = 1.6299925080702
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current loss = 1.6293234879709
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current loss =
Out[2]:
1.6292181820485
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current loss = 1.6257242888855
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current loss = 1.6253837020856
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current loss = 1.6252477324773
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current loss = 1.6250779829221
current loss = 1.6250440612977
current loss = 1.6250101490927
current loss = 1.624976246303
current loss = 1.6249423529247
current loss = 1.6249084689536
current loss = 1.6248745943858
current loss = 1.6248407292171
current loss = 1.6248068734435
cu
Out[2]:
rrent loss = 1.6247730270609
current loss = 1.6247391900655
current loss = 1.6247053624529
current loss = 1.6246715442194
current loss = 1.6246377353608
Out[2]:
current loss = 1.6246039358731
current loss = 1.6245701457523
current loss = 1.6245363649943
Out[2]:
current loss = 1.6245025935951
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current loss = 1.6221284978608
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current loss = 1.6207129985839
current loss = 1.6206802772125
current loss = 1.6206475647486
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current loss = 1.6204188265988
current loss = 1.6203861852605
current loss = 1.6203535527961
current loss = 1.6203209292018
current loss = 1.6202883144738
current loss
Out[2]:
= 1.6202557086084
current loss = 1.6202231116019
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current loss = 1.6194758169448
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current loss = 1.6193139770283
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current loss = 1.61615
Out[2]:
40151581
current loss = 1.6161225219981
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current loss = 1.6149631472132
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current loss = 1.6142171828906
current loss = 1.6141862036943
current loss = 1.6141552326808
current loss = 1.6141242698469
current loss = 1.6140933151891
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current loss = 1.6140314303887
current loss = 1.6140005002394
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current loss = 1.6139386644257
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current loss = 1.6122813426434
current loss = 1.6122508724939
current loss = 1.6122204103197
current loss = 1.6121899561174
Out[2]:
current loss = 1.612159509884
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current loss = 1.6120986413104
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current loss = 1.6120073981352
Out[2]:
current loss = 1.6119769996466
current loss = 1.6119466091041
current loss = 1.6119162265046
Out[2]:
current loss = 1.6118858518448
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current los
Out[2]:
s = 1.608062314249
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current loss = 1.6043907712417
current loss = 1.60
Out[2]:
43623280229
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current loss = 1.6008349113025
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current loss = 1.600779808391
Out[2]:
current loss = 1.6007522671676
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current loss = 1.5973624681443
current loss = 1.5973357658218
current loss = 1.5973090699981
current loss = 1.5972
Out[2]:
823806707
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current loss = 1.5962994201269
current loss = 1.5962729758524
current loss = 1.5962465379794
current loss = 1.5962201065055
current loss = 1.5961936814285
current loss = 1.5961672627458
current loss = 1.5961408504551
current loss = 1.596114444554
current loss = 1.59608804504
current loss = 1.5960616519108
current loss = 1.5960352651641
current loss = 1.5960088847973
current loss = 1.5959825108081
current loss = 1.5959561431941
current loss = 1.595929781953
current loss = 1.5959034270822
current loss = 1.5958770785796
current loss = 1.5958507364425
current loss = 1.5958244006688
current loss = 1.5957980712559
current loss = 1.5957717482016
current loss = 1.5957454315034
current loss = 1.5957191211589
current loss = 1.5956928171658
current loss = 1.5956665195217
current loss = 1.5956402282242
current loss = 1.595613943271
current loss = 1.5955876646596
current loss = 1.5955613923877
current loss = 1.5955351264529
current loss = 1.5955088668529
current loss = 1.5954826135852
current loss = 1.5954563666476
current loss = 1.5954301260376
current loss = 1.5954038917529
current loss = 1.5953776637911
current loss = 1.5953514421499
current loss = 1.5953252268269
current loss = 1.5952990178197
current loss = 1.5952728151259
current loss = 1.5952466187433
current loss = 1.5952204286694
current loss = 1.595194244902
current loss = 1.5951680674385
current loss = 1.5951418962768
current loss = 1.5951157314144
current loss = 1.595089572849
current loss = 1.5950634205783
current loss = 1.5950372745998
current loss = 1.5950111349113
current loss = 1.5949850015103
current loss = 1.5949588743946
current loss = 1.5949327535618
current loss = 1.5949066390096
current loss = 1.5948805307356
current loss = 1.5948544287375
current loss = 1.594828333013
current loss = 1.5948022435596
current loss = 1.5947761603751
current loss = 1.5947500834571
current loss = 1.5947240128033
current loss = 1.5946979484114
current loss = 1.594671890279
current loss = 1.5946458384039
current loss = 1.5946197927835
current loss = 1.5945937534158
current loss = 1.5945677202982
current loss = 1.5945416934285
current loss = 1.5945156728044
current loss = 1.5944896584236
current loss = 1.5944636502836
current loss = 1.5944376483823
current loss = 1.5944116527172
current loss = 1.594385663286
current loss = 1.5943596800865
current loss = 1.5943337031164
current loss = 1.5943077323732
current loss = 1.5942817678547
current loss = 1.5942558095586
current loss = 1.5942298574825
current loss = 1.5942039116243
current loss = 1.5941779719814
current loss = 1.5941520385517
current loss = 1.5941261113328
current loss = 1.5941001903224
current loss = 1.5940742755182
current loss = 1.594048366918
current loss = 1.5940224645193
current loss = 1.59399656832
current loss = 1.5939706783177
current loss = 1.59394479451
current loss = 1.5939189168948
current l
Out[2]:
oss = 1.5938930454697
current loss = 1.5938671802324
current loss = 1.5938413211806
current loss = 1.593815468312
current loss = 1.5937896216244
current loss = 1.5937637811154
current loss = 1.5937379467828
current loss = 1.5937121186242
current loss = 1.5936862966374
current loss = 1.5936604808201
current loss = 1.59363467117
current loss = 1.5936088676848
current loss = 1.5935830703622
current loss = 1.5935572792
current loss = 1.5935314941959
current loss = 1.5935057153475
current loss = 1.5934799426527
current loss = 1.5934541761091
current loss = 1.5934284157144
current loss = 1.5934026614665
current loss = 1.5933769133629
current loss = 1.5933511714015
current loss = 1.5933254355799
current loss = 1.5932997058959
current loss = 1.5932739823473
current loss = 1.5932482649317
current loss = 1.5932225536469
current loss = 1.5931968484906
current loss = 1.5931711494606
current loss = 1.5931454565546
current loss = 1.5931197697702
current loss = 1.5930940891054
current loss = 1.5930684145578
current loss = 1.5930427461251
current loss = 1.5930170838051
current loss = 1.5929914275955
current loss = 1.5929657774941
current loss = 1.5929401334987
current loss = 1.5929144956069
current loss = 1.5928888638165
current loss = 1.5928632381253
current loss = 1.592837618531
current loss = 1.5928120050313
current loss = 1.5927863976241
current loss = 1.592760796307
current loss = 1.5927352010779
current loss = 1.5927096119344
current loss = 1.5926840288744
current loss = 1.5926584518956
current loss = 1.5926328809957
current loss = 1.5926073161725
current loss = 1.5925817574239
current loss = 1.5925562047474
current loss = 1.5925306581409
current loss = 1.5925051176022
current loss = 1.5924795831291
current loss = 1.5924540547192
current loss = 1.5924285323704
current loss = 1.5924030160804
current loss = 1.592377505847
current loss = 1.592352001668
current loss = 1.5923265035411
current loss = 1.5923010114641
current loss = 1.5922755254348
current loss = 1.592250045451
current loss = 1.5922245715105
current loss = 1.5921991036109
current loss = 1.5921736417502
current loss = 1.592148185926
current loss = 1.5921227361362
current loss = 1.5920972923786
current loss = 1.5920718546508
current loss = 1.5920464229508
current loss = 1.5920209972762
current loss = 1.591995577625
current loss = 1.5919701639948
current loss = 1.5919447563835
current loss = 1.5919193547888
current loss = 1.5918939592085
current loss = 1.5918685696405
current loss = 1.5918431860825
current loss = 1.5918178085323
current loss = 1.5917924369878
current loss = 1.5917670714466
current loss = 1.5917417119067
current loss = 1.5917163583657
current loss = 1.5916910108216
current loss = 1.5916656692721
current loss = 1.5916403337149
current loss = 1.591615004148
current loss = 1.5915896805691
current loss = 1.591564362976
current loss = 1.5915390513666
current loss = 1.5915137457386
current loss = 1.5914884460898
current loss = 1.5914631524181
current loss = 1.5914378647212
current loss = 1.591412582997
current loss = 1.5913873072433
current loss = 1.5913620374579
current loss = 1.5913367736386
current loss = 1.5913115157833
current loss = 1.5912862638897
current loss = 1.5912610179556
current loss = 1.591235777979
current loss = 1.5912105439575
current loss = 1.5911853158891
current loss = 1.5911600937715
current loss = 1.5911348776026
current loss = 1.5911096673802
current loss = 1.5910844631022
current loss = 1.5910592647663
current loss = 1.5910340723703
current loss = 1.5910088859122
current loss = 1.5909837053897
current loss = 1.5909585308007
current loss = 1.590933362143
current loss = 1.5909081994144
current loss = 1.5908830426128
current loss = 1.590857891736
current loss = 1.5908327467818
current loss = 1.5908076077481
current loss = 1.5907824746328
current loss = 1.5907573474336
current loss = 1.5907322261484
current loss = 1.590707110775
current loss = 1.5906820013113
current loss = 1.5906568977552
current loss = 1.590631800104
Out[2]:
4
current loss = 1.5906067083569
current loss = 1.5905816225104
current loss = 1.5905565425628
current loss = 1.590531468512
current loss = 1.5905064003558
current loss = 1.5904813380921
current loss = 1.5904562817187
current loss = 1.5904312312335
current loss = 1.5904061866343
current loss = 1.590381147919
current loss = 1.5903561150854
current loss = 1.5903310881314
current loss = 1.5903060670549
current loss = 1.5902810518537
current loss = 1.5902560425257
current loss = 1.5902310390687
current loss = 1.5902060414806
current loss = 1.5901810497593
current loss = 1.5901560639026
current loss = 1.5901310839085
current loss = 1.5901061097747
current loss = 1.5900811414991
current loss = 1.5900561790796
current loss = 1.5900312225141
current loss = 1.5900062718005
current loss = 1.5899813269366
current loss = 1.5899563879203
current loss = 1.5899314547494
current loss = 1.5899065274219
current loss = 1.5898816059356
current loss = 1.5898566902884
current loss = 1.5898317804782
current loss = 1.5898068765029
current loss = 1.5897819783602
current loss = 1.5897570860483
current loss = 1.5897321995648
current loss = 1.5897073189077
current loss = 1.5896824440749
current loss = 1.5896575750642
current loss = 1.5896327118736
current loss = 1.5896078545009
current loss = 1.5895830029441
current loss = 1.5895581572009
current loss = 1.5895333172694
current loss = 1.5895084831474
current loss = 1.5894836548328
current loss = 1.5894588323234
current loss = 1.5894340156173
current loss = 1.5894092047122
current loss = 1.5893843996061
current loss = 1.5893596002969
current loss = 1.5893348067825
current loss = 1.5893100190607
current loss = 1.5892852371295
current loss = 1.5892604609868
current loss = 1.5892356906305
current loss = 1.5892109260585
current loss = 1.5891861672687
current loss = 1.589161414259
current loss = 1.5891366670273
current loss = 1.5891119255715
current loss = 1.5890871898895
current loss = 1.5890624599793
current loss = 1.5890377358388
current loss = 1.5890130174658
current loss = 1.5889883048583
current loss = 1.5889635980142
current loss = 1.5889388969314
current loss = 1.5889142016079
current loss = 1.5888895120415
current loss = 1.5888648282301
current loss = 1.5888401501718
current loss = 1.5888154778644
current loss = 1.5887908113058
current loss = 1.5887661504939
current loss = 1.5887414954268
current loss = 1.5887168461022
current loss = 1.5886922025182
current loss = 1.5886675646726
current loss = 1.5886429325634
current loss = 1.5886183061886
current loss = 1.588593685546
current loss = 1.5885690706335
current loss = 1.5885444614492
current loss = 1.5885198579909
current loss = 1.5884952602567
current loss = 1.5884706682443
current loss = 1.5884460819518
current loss = 1.588421501377
current loss = 1.5883969265181
current loss = 1.5883723573727
current loss = 1.588347793939
current loss = 1.5883232362148
current loss = 1.5882986841982
current loss = 1.5882741378869
current loss = 1.5882495972791
current loss = 1.5882250623726
current loss = 1.5882005331653
current loss = 1.5881760096553
current loss = 1.5881514918404
current loss = 1.5881269797187
current loss = 1.588102473288
current loss = 1.5880779725464
current loss = 1.5880534774917
current loss = 1.588028988122
current loss = 1.5880045044352
current loss = 1.5879800264291
current loss = 1.5879555541019
current loss = 1.5879310874515
current loss = 1.5879066264757
current loss = 1.5878821711727
current loss = 1.5878577215402
current loss = 1.5878332775764
current loss = 1.5878088392791
current loss = 1.5877844066463
current loss = 1.587759979676
current loss = 1.5877355583662
current loss = 1.5877111427148
current loss = 1.5876867327198
current loss = 1.5876623283791
current loss = 1.5876379296908
current loss = 1.5876135366527
current loss = 1.5875891492629
current loss = 1.5875647675194
current loss = 1.5875403914201
current loss = 1.5875160209629
current loss = 1.587491656146
current loss = 1.5874672969671
current
Out[2]:
loss = 1.5874429434244
current loss = 1.5874185955158
current loss = 1.5873942532392
current loss = 1.5873699165927
current loss = 1.5873455855743
current loss = 1.5873212601818
current loss = 1.5872969404134
current loss = 1.5872726262669
current loss = 1.5872483177405
current loss = 1.5872240148319
current loss = 1.5871997175394
current loss = 1.5871754258607
current loss = 1.587151139794
current loss = 1.5871268593372
current loss = 1.5871025844883
current loss = 1.5870783152453
current loss = 1.5870540516062
current loss = 1.587029793569
current loss = 1.5870055411317
current loss = 1.5869812942922
current loss = 1.5869570530486
current loss = 1.5869328173989
current loss = 1.5869085873411
current loss = 1.5868843628731
current loss = 1.586860143993
current loss = 1.5868359306987
current loss = 1.5868117229884
current loss = 1.5867875208599
current loss = 1.5867633243113
current loss = 1.5867391333407
current loss = 1.5867149479459
current loss = 1.586690768125
current loss = 1.586666593876
current loss = 1.586642425197
current loss = 1.5866182620858
current loss = 1.5865941045407
current loss = 1.5865699525595
current loss = 1.5865458061403
current loss = 1.586521665281
current loss = 1.5864975299798
current loss = 1.5864734002345
current loss = 1.5864492760434
current loss = 1.5864251574042
current loss = 1.5864010443152
current loss = 1.5863769367742
current loss = 1.5863528347794
current loss = 1.5863287383287
current loss = 1.5863046474202
current loss = 1.5862805620518
current loss = 1.5862564822217
current loss = 1.5862324079278
current loss = 1.5862083391682
current loss = 1.5861842759408
current loss = 1.5861602182438
current loss = 1.5861361660751
current loss = 1.5861121194328
current loss = 1.586088078315
current loss = 1.5860640427195
current loss = 1.5860400126446
current loss = 1.5860159880882
current loss = 1.5859919690483
current loss = 1.585967955523
current loss = 1.5859439475103
current loss = 1.5859199450083
current loss = 1.585895948015
current loss = 1.5858719565285
current loss = 1.5858479705467
current loss = 1.5858239900678
current loss = 1.5858000150897
current loss = 1.5857760456105
current loss = 1.5857520816283
current loss = 1.5857281231411
current loss = 1.585704170147
current loss = 1.585680222644
current loss = 1.5856562806301
current loss = 1.5856323441034
current loss = 1.5856084130619
current loss = 1.5855844875038
current loss = 1.585560567427
current loss = 1.5855366528296
current loss = 1.5855127437097
current loss = 1.5854888400653
current loss = 1.5854649418945
current loss = 1.5854410491953
current loss = 1.5854171619658
current loss = 1.585393280204
current loss = 1.5853694039081
current loss = 1.585345533076
current loss = 1.5853216677058
current loss = 1.5852978077957
current loss = 1.5852739533436
current loss = 1.5852501043476
current loss = 1.5852262608058
current loss = 1.5852024227163
current loss = 1.5851785900771
current loss = 1.5851547628863
current loss = 1.5851309411419
current loss = 1.5851071248421
current loss = 1.5850833139849
current loss = 1.5850595085684
current loss = 1.5850357085906
current loss = 1.5850119140496
current loss = 1.5849881249435
current loss = 1.5849643412704
current loss = 1.5849405630284
current loss = 1.5849167902155
current loss = 1.5848930228298
current loss = 1.5848692608693
current loss = 1.5848455043323
current loss = 1.5848217532167
current loss = 1.5847980075206
current loss = 1.5847742672421
current loss = 1.5847505323793
current loss = 1.5847268029304
current loss = 1.5847030788933
current loss = 1.5846793602661
current loss = 1.584655647047
current loss = 1.584631939234
current loss = 1.5846082368253
current loss = 1.5845845398188
current loss = 1.5845608482128
current loss = 1.5845371620053
current loss = 1.5845134811943
current loss = 1.5844898057781
current loss = 1.5844661357546
current loss = 1.584442471122
current loss = 1.5844188118784
current loss = 1.5843951580218
current loss = 1.58437150
Out[2]:
95504
current loss = 1.5843478664623
current loss = 1.5843242287556
current loss = 1.5843005964283
current loss = 1.5842769694786
current loss = 1.5842533479046
current loss = 1.5842297317044
current loss = 1.5842061208761
current loss = 1.5841825154177
current loss = 1.5841589153275
current loss = 1.5841353206035
current loss = 1.5841117312438
current loss = 1.5840881472465
current loss = 1.5840645686098
current loss = 1.5840409953317
current loss = 1.5840174274104
current loss = 1.5839938648439
current loss = 1.5839703076305
current loss = 1.5839467557682
current loss = 1.583923209255
current loss = 1.5838996680893
current loss = 1.5838761322689
current loss = 1.5838526017922
current loss = 1.5838290766572
current loss = 1.5838055568619
current loss = 1.5837820424047
current loss = 1.5837585332834
current loss = 1.5837350294964
current loss = 1.5837115310417
current loss = 1.5836880379174
current loss = 1.5836645501216
current loss = 1.5836410676526
current loss = 1.5836175905084
current loss = 1.5835941186871
current loss = 1.5835706521869
current loss = 1.5835471910059
current loss = 1.5835237351422
current loss = 1.583500284594
current loss = 1.5834768393594
current loss = 1.5834533994365
current loss = 1.5834299648235
current loss = 1.5834065355185
current loss = 1.5833831115197
current loss = 1.5833596928251
current loss = 1.5833362794329
current loss = 1.5833128713414
current loss = 1.5832894685485
current loss = 1.5832660710524
current loss = 1.5832426788513
current loss = 1.5832192919434
current loss = 1.5831959103267
current loss = 1.5831725339994
current loss = 1.5831491629597
current loss = 1.5831257972057
current loss = 1.5831024367356
current loss = 1.5830790815474
current loss = 1.5830557316394
current loss = 1.5830323870097
current loss = 1.5830090476565
current loss = 1.5829857135778
current loss = 1.582962384772
current loss = 1.582939061237
current loss = 1.5829157429711
current loss = 1.5828924299724
current loss = 1.582869122239
current loss = 1.5828458197692
current loss = 1.5828225225611
current loss = 1.5827992306129
current loss = 1.5827759439226
current loss = 1.5827526624886
current loss = 1.5827293863088
current loss = 1.5827061153816
current loss = 1.582682849705
current loss = 1.5826595892772
current loss = 1.5826363340964
current loss = 1.5826130841608
current loss = 1.5825898394684
current loss = 1.5825666000176
current loss = 1.5825433658064
current loss = 1.582520136833
current loss = 1.5824969130957
current loss = 1.5824736945924
current loss = 1.5824504813216
current loss = 1.5824272732812
current loss = 1.5824040704695
current loss = 1.5823808728847
current loss = 1.5823576805249
current loss = 1.5823344933883
current loss = 1.5823113114731
current loss = 1.5822881347775
current loss = 1.5822649632996
current loss = 1.5822417970376
current loss = 1.5822186359897
current loss = 1.5821954801541
current loss = 1.582172329529
current loss = 1.5821491841125
current loss = 1.5821260439029
current loss = 1.5821029088982
current loss = 1.5820797790968
current loss = 1.5820566544968
current loss = 1.5820335350963
current loss = 1.5820104208936
current loss = 1.5819873118869
current loss = 1.5819642080743
current loss = 1.581941109454
current loss = 1.5819180160243
current loss = 1.5818949277833
current loss = 1.5818718447292
current loss = 1.5818487668602
id approx text
1 40.10 40.32
2 42.77 42.92
3 45.22 45.33
4 48.78 48.85
5 52.34 52.37
6 57.02 57.00
7 61.92 61.82
8 69.95 69.78
9 72.40 72.19
10 79.74 79.42
In [3]:
for i = 1, 10 do
print (i)
end
Out[3]:
1
2
3
4
5
6
7
8
9
10