From 53d1266b912eb4595bc81946329bf1a895eb98a7 Mon Sep 17 00:00:00 2001
From: Ethan Lusterman <ethan.lusterman@gmail.com>
Date: Mon, 29 Aug 2016 17:33:08 -0400
Subject: [PATCH] some curro shit

---
 thesis/comparisons/autoencoder.py             |     8 +-
 thesis/comparisons/curro/split.svg            |  6061 +-
 thesis/comparisons/curro/x.svg                | 89953 +++++++---------
 thesis/comparisons/plotfinal/curro-loss.csv   | 10008 ++
 thesis/comparisons/plotfinal/curro-mse.csv    |   208 +
 .../plotfinal/pdf/comparison-mse--3.pdf       |   Bin 13798 -> 14521 bytes
 .../plotfinal/pdf/comparison-mse--6.pdf       |   Bin 14132 -> 14479 bytes
 .../plotfinal/pdf/comparison-mse-0.pdf        |   Bin 13343 -> 14688 bytes
 .../plotfinal/pdf/comparison-mse-3.pdf        |   Bin 13806 -> 14660 bytes
 .../plotfinal/pdf/comparison-mse-6.pdf        |   Bin 33967 -> 15104 bytes
 .../comparisons/plotfinal/todo/curro-loss.csv |     0
 .../comparisons/plotfinal/todo/curro-mse.csv  |     0
 12 files changed, 52541 insertions(+), 53697 deletions(-)
 create mode 100644 thesis/comparisons/plotfinal/curro-loss.csv
 create mode 100644 thesis/comparisons/plotfinal/curro-mse.csv
 delete mode 100644 thesis/comparisons/plotfinal/todo/curro-loss.csv
 delete mode 100644 thesis/comparisons/plotfinal/todo/curro-mse.csv

diff --git a/thesis/comparisons/autoencoder.py b/thesis/comparisons/autoencoder.py
index f2488a3..5dde26d 100644
--- a/thesis/comparisons/autoencoder.py
+++ b/thesis/comparisons/autoencoder.py
@@ -13,10 +13,10 @@
 import matplotlib.pyplot as plt
 from sklearn.metrics import mean_squared_error
 
-SIMULATION_SNR = -6
+SIMULATION_SNR = 6
 FILE_SNR = '{} dB'.format(SIMULATION_SNR)
-FILENAME_LOSS = 'plotfinal/dan-loss.csv'
-FILENAME_MSE = 'plotfinal/dan-mse.csv'
+FILENAME_LOSS = 'plotfinal/curro-loss.csv'
+FILENAME_MSE = 'plotfinal/curro-mse.csv'
 LOSSFILE = open(FILENAME_LOSS, 'a')
 MSEFILE = open(FILENAME_MSE, 'a')
 LINEFMT = FILE_SNR + ',{}\n'
@@ -506,7 +506,7 @@ def curro_main(params):
         lnoi.append(loss2)
 
         print i, loss, loss1, loss2
-        LOSSFILE.WRITE(LINEFMTLOSS.format(loss,loss1,loss2))
+        LOSSFILE.write(LINEFMTLOSS.format(loss,loss1,loss2))
 
         if i in range(0,params.niter+50,50):
             # validate mse
diff --git a/thesis/comparisons/curro/split.svg b/thesis/comparisons/curro/split.svg
index 7409b61..5c63949 100644
--- a/thesis/comparisons/curro/split.svg
+++ b/thesis/comparisons/curro/split.svg
@@ -27,1863 +27,3698 @@ z
 " style="fill:#ffffff;"/>
    </g>
    <g id="line2d_1">
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diff --git a/thesis/comparisons/plotfinal/curro-mse.csv b/thesis/comparisons/plotfinal/curro-mse.csv
new file mode 100644
index 0000000..a4e801d
--- /dev/null
+++ b/thesis/comparisons/plotfinal/curro-mse.csv
@@ -0,0 +1,208 @@
+Paritioned Dense Curro Autoencoder with Modified ReLU,Iterations,Mean Squared Error
+-6 dB,-3 dB,0 dB,3 dB,6 dB
+0,50,100,150,200,250,300,350,400,450,500,550,600,650,700,750,800,850,900,950,1000,1050,1100,1150,1200,1250,1300,1350,1400,1450,1500,1550,1600,1650,1700,1750,1800,1850,1900,1950,2000
+-6 dB,0.15870882658
+-6 dB,0.0825023869239
+-6 dB,0.0291359712859
+-6 dB,0.0286237739389
+-6 dB,0.0335859226612
+-6 dB,0.0380103308854
+-6 dB,0.0365049679303
+-6 dB,0.0379109865032
+-6 dB,0.0389803153687
+-6 dB,0.0379242322801
+-6 dB,0.0379269602745
+-6 dB,0.0417726605851
+-6 dB,0.0418329876528
+-6 dB,0.038399585508
+-6 dB,0.038036040707
+-6 dB,0.0382096278592
+-6 dB,0.0375762747264
+-6 dB,0.045538972978
+-6 dB,0.0371324555248
+-6 dB,0.0359072270308
+-6 dB,0.0371566766389
+-6 dB,0.0363440628495
+-6 dB,0.0356949081922
+-6 dB,0.0379321375277
+-6 dB,0.0383704491394
+-6 dB,0.0369805659349
+-6 dB,0.0395392902902
+-6 dB,0.0369491367619
+-6 dB,0.040077764542
+-6 dB,0.0410710683202
+-6 dB,0.0395454475252
+-6 dB,0.0387295804275
+-6 dB,0.0412296369924
+-6 dB,0.0407611204527
+-6 dB,0.0420041231052
+-6 dB,0.0424151428293
+-6 dB,0.0412039348671
+-6 dB,0.0423471331245
+-6 dB,0.0416493071305
+-6 dB,0.045027848959
+-6 dB,0.042705300567
+-3 dB,0.150171789597
+-3 dB,0.0218178770538
+-3 dB,0.0246976941037
+-3 dB,0.0235495798227
+-3 dB,0.0246061230847
+-3 dB,0.0260277928629
+-3 dB,0.0252927217963
+-3 dB,0.0191158823182
+-3 dB,0.0176669853897
+-3 dB,0.0162269457402
+-3 dB,0.0178126163793
+-3 dB,0.0175252966652
+-3 dB,0.0167914855864
+-3 dB,0.0219072546843
+-3 dB,0.0162062241036
+-3 dB,0.0182406553743
+-3 dB,0.0173014945053
+-3 dB,0.0174708035692
+-3 dB,0.0164193907777
+-3 dB,0.016325069573
+-3 dB,0.0157672564959
+-3 dB,0.0165399971753
+-3 dB,0.0193907111848
+-3 dB,0.0174014565787
+-3 dB,0.0171214420291
+-3 dB,0.0163426243587
+-3 dB,0.0172873673663
+-3 dB,0.0166238961738
+-3 dB,0.0173632914853
+-3 dB,0.017607218304
+-3 dB,0.0177408506258
+-3 dB,0.0176819267483
+-3 dB,0.0178276893434
+-3 dB,0.016915022435
+-3 dB,0.0168520381894
+-3 dB,0.0170210867053
+-3 dB,0.0172026919789
+-3 dB,0.0169726807387
+-3 dB,0.0161142611559
+-3 dB,0.0161598254958
+-3 dB,0.0163073554366
+0 dB,0.139909631373
+0 dB,0.0232336511656
+0 dB,0.0218266547614
+0 dB,0.0229003673163
+0 dB,0.0140755459608
+0 dB,0.0121709718814
+0 dB,0.0119795093594
+0 dB,0.0116504282899
+0 dB,0.012717246597
+0 dB,0.0119075053178
+0 dB,0.0122226446179
+0 dB,0.013171052584
+0 dB,0.0111722813214
+0 dB,0.0113015638569
+0 dB,0.0111815019582
+0 dB,0.0103022660791
+0 dB,0.0101222254724
+0 dB,0.0105054786117
+0 dB,0.0109817081634
+0 dB,0.0101984849757
+0 dB,0.0105766282832
+0 dB,0.0100622580465
+0 dB,0.00938475352665
+0 dB,0.00923126313456
+0 dB,0.0118721751731
+0 dB,0.0076705443934
+0 dB,0.00811646854888
+0 dB,0.00788343559514
+0 dB,0.00752634642795
+0 dB,0.00743284688289
+0 dB,0.00683408574573
+0 dB,0.0075728181407
+0 dB,0.00842622677266
+0 dB,0.00710232386538
+0 dB,0.00863083030106
+0 dB,0.00675549647545
+0 dB,0.00653157782098
+0 dB,0.0060455012148
+0 dB,0.00604033539916
+0 dB,0.00629498755723
+0 dB,0.00619788285158
+3 dB,0.117932693283
+3 dB,0.020796462503
+3 dB,0.00860874323837
+3 dB,0.00533802969924
+3 dB,0.00599320158366
+3 dB,0.00573640451298
+3 dB,0.00629428434667
+3 dB,0.00603534091317
+3 dB,0.00551999094888
+3 dB,0.00652434067213
+3 dB,0.00560599636731
+3 dB,0.00571366203712
+3 dB,0.00601863933257
+3 dB,0.00531713826132
+3 dB,0.00650971311679
+3 dB,0.00624208578635
+3 dB,0.00597242313386
+3 dB,0.00603711869595
+3 dB,0.00643091553969
+3 dB,0.00661199180141
+3 dB,0.00598729569798
+3 dB,0.006899679054
+3 dB,0.00626344602216
+3 dB,0.00700476556687
+3 dB,0.00648271851849
+3 dB,0.00618760067407
+3 dB,0.00664406065565
+3 dB,0.00681484415229
+3 dB,0.0064895319837
+3 dB,0.00713606489799
+3 dB,0.00643182947596
+3 dB,0.00653656174846
+3 dB,0.00639757002538
+3 dB,0.00742557864445
+3 dB,0.00658459534872
+3 dB,0.00643512946882
+3 dB,0.00642500354373
+3 dB,0.00564353544077
+3 dB,0.00568249908679
+3 dB,0.00541202467776
+3 dB,0.00459022268232
+6 dB,0.117159592145
+6 dB,0.0185686417206
+6 dB,0.0105005216865
+6 dB,0.00906023426174
+6 dB,0.00875252691517
+6 dB,0.00836415689665
+6 dB,0.00906647521295
+6 dB,0.00858007504463
+6 dB,0.00828694008537
+6 dB,0.00800066675398
+6 dB,0.00770998882006
+6 dB,0.00789515875913
+6 dB,0.00738230872573
+6 dB,0.00729045703626
+6 dB,0.00781436873061
+6 dB,0.00706910444885
+6 dB,0.00677144465672
+6 dB,0.00661294772351
+6 dB,0.00668931411938
+6 dB,0.00679217968831
+6 dB,0.00609551693687
+6 dB,0.00615681116828
+6 dB,0.00688689249601
+6 dB,0.00610043441326
+6 dB,0.00570523579679
+6 dB,0.00542675660301
+6 dB,0.00580170195848
+6 dB,0.00600010620748
+6 dB,0.00594456502393
+6 dB,0.00533804837032
+6 dB,0.00551356650074
+6 dB,0.00541067475112
+6 dB,0.00535883001514
+6 dB,0.0049794640361
+6 dB,0.00494665929557
+6 dB,0.00506765601037
+6 dB,0.00479499255335
+6 dB,0.00484522688585
+6 dB,0.00523372404242
+6 dB,0.00435605426637
+6 dB,0.00481648536508
diff --git a/thesis/comparisons/plotfinal/pdf/comparison-mse--3.pdf b/thesis/comparisons/plotfinal/pdf/comparison-mse--3.pdf
index c0ac1be4cd682c022b3c19d4b8524e74cddb558a..0349b260a3a82f8ebe46ae0a3d72cb1e62514036 100644
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diff --git a/thesis/comparisons/plotfinal/pdf/comparison-mse-3.pdf b/thesis/comparisons/plotfinal/pdf/comparison-mse-3.pdf
index fa97a696204362a6a87adfe3a126e58c4a3afd03..120fd894df0b3bf0284a2f47f09d2f168bca73cf 100644
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diff --git a/thesis/comparisons/plotfinal/todo/curro-loss.csv b/thesis/comparisons/plotfinal/todo/curro-loss.csv
deleted file mode 100644
index e69de29..0000000
diff --git a/thesis/comparisons/plotfinal/todo/curro-mse.csv b/thesis/comparisons/plotfinal/todo/curro-mse.csv
deleted file mode 100644
index e69de29..0000000