From 7983b9b81f3afbe3c5caf5c4df0697bfe8190e16 Mon Sep 17 00:00:00 2001
From: ZarebaMichal <miczar1@st.amu.edu.pl>
Date: Mon, 23 May 2022 11:13:23 +0200
Subject: [PATCH] jada swiry

---
 run3.py        |   10 +-
 test-A/out.tsv | 1440 ++++++++++++++++++++++++------------------------
 2 files changed, 725 insertions(+), 725 deletions(-)

diff --git a/run3.py b/run3.py
index 3b9a3f1..9d27995 100644
--- a/run3.py
+++ b/run3.py
@@ -24,15 +24,15 @@ model = Sequential(
     [
         Dense(1024, activation="relu", input_dim=73),
         Dense(512, activation="relu"),
-        tensorflow.keras.layers.BatchNormalization(),
+        # tensorflow.keras.layers.BatchNormalization(),
         Dense(512 // 2, activation="relu"),
-        tensorflow.keras.layers.BatchNormalization(),
+        # tensorflow.keras.layers.BatchNormalization(),
         Dense(512 // 4, activation="relu"),
-        tensorflow.keras.layers.BatchNormalization(),
+        # tensorflow.keras.layers.BatchNormalization(),
         Dense(512 // 8, activation="relu"),
-        tensorflow.keras.layers.BatchNormalization(),
+        # tensorflow.keras.layers.BatchNormalization(),
         Dense(32, activation="relu"),
-        tensorflow.keras.layers.BatchNormalization(),
+        # tensorflow.keras.layers.BatchNormalization(),
         Dense(1, activation="linear"),
     ]
 )
diff --git a/test-A/out.tsv b/test-A/out.tsv
index e65d9bc..117e4ad 100644
--- a/test-A/out.tsv
+++ b/test-A/out.tsv
@@ -1,720 +1,720 @@
-33.33115
-25.774557
-32.62025
-47.01106
-102.79405
-118.389824
-305.94064
-72.66539
-24.457855
-46.11544
--2.2919116
-39.60803
-29.587166
-23.014507
-24.079273
-37.66923
-88.056
-94.00244
-232.36874
-59.504307
-19.15193
-42.188404
--0.7887874
-33.659683
-32.449627
-33.86618
-26.101343
-33.105316
-58.999187
-53.247334
-211.71944
-55.825382
-13.263187
-31.62433
-4.76395
-36.38599
-46.25124
-21.031141
-15.771586
-35.99354
-39.188156
-34.763676
-150.2383
-43.648514
-11.925796
-22.955873
-7.7476063
-33.396282
-39.32974
-23.88153
-18.886833
-43.830807
-37.586285
-47.837406
-287.3785
-57.14909
-11.505504
-28.32895
-9.550438
-32.76406
-40.81348
-35.898582
-20.10094
-42.821693
-64.10017
-59.59196
-154.89467
-57.374756
-31.909016
-29.472647
-9.735096
-37.03486
-83.7425
-58.001377
-44.740097
-48.84254
-86.98155
-133.82112
-128.1443
-66.22949
-56.166927
-91.48869
-35.840282
-35.783978
-47.96712
-33.73058
-25.237259
-45.165905
-38.636517
-86.457886
-77.883736
-36.926525
-39.71773
-88.4716
-27.015041
-24.508987
-57.19738
-29.488651
-26.16687
-34.1575
-49.8103
-53.719757
-85.10645
-40.370594
-32.925747
-55.221153
-32.27791
-30.749619
-63.13213
-23.408428
-23.83663
-29.87712
-30.252777
-50.917774
-61.511883
-39.53704
-32.566456
-54.899113
-35.656254
-38.009644
-63.259937
-27.172676
-23.02349
-42.871464
-43.857216
-66.526794
-69.19168
-51.890553
-33.99715
-61.95657
-34.401596
-36.090706
-65.18982
-35.975803
-38.863045
-57.196716
-83.48476
-73.42712
-80.56126
-63.139606
-45.476875
-67.662674
-39.059834
-39.311848
-66.06819
-46.90759
-65.4706
-42.63906
-107.55908
-185.17505
-44.338802
-85.5622
-99.58052
-26.917734
-62.897373
-26.565472
-50.792377
-32.93986
-50.985527
-41.72007
-103.07778
-104.74053
-47.679523
-48.07136
-97.05017
-26.981789
-48.0743
-21.064205
-54.19911
-40.412895
-56.571964
-31.740253
-92.51033
-78.535866
-51.8407
-58.186802
-89.27605
-18.15468
-45.344173
-28.091211
-68.301994
-38.259335
-52.063168
-32.509907
-101.64395
-87.3611
-42.142048
-28.215836
-84.803566
-20.03694
-52.80368
-34.401295
-59.03263
-37.04216
-49.63654
-31.096771
-66.51346
-61.85341
-45.10043
-29.571943
-73.89264
-21.227028
-39.847042
-30.366486
-49.27275
-37.779564
-47.64458
-53.947994
-96.33113
-84.64943
-38.659065
-29.64724
-99.12156
-28.813053
-46.660824
-29.605616
-34.694584
-33.910213
-65.3078
-77.69229
-218.25587
-68.71698
-172.35823
-111.02654
-67.27016
-54.488518
-23.875584
-33.81764
-33.116817
-19.012852
-48.083942
-47.356556
-114.599686
-72.04959
-119.87623
-83.32821
-55.66306
-40.448063
-25.56031
-25.93074
-43.97121
-19.457222
-40.26323
-42.5294
-67.34179
-54.791916
-82.11747
-67.436264
-20.139685
-25.948902
-22.760311
-54.70743
-51.74751
-17.563705
-40.0936
-54.194298
-47.55448
-55.838757
-65.94196
-81.028656
-31.568253
-22.981197
-23.580841
-66.6569
-45.046562
-16.63411
-31.777763
-49.968395
-55.283978
-62.60431
-62.008762
-87.62891
-20.49332
-21.438759
-27.558617
-65.89465
-51.4098
-21.547222
-38.881428
-49.117092
-79.68316
-69.87935
-62.787556
-64.61188
-27.184841
-21.490543
-28.252094
-64.6727
-73.14146
-34.18241
-60.655666
-45.08775
-107.74944
-46.127285
-68.8168
-32.21666
-102.24794
-49.36497
-83.81883
-23.27288
-50.203342
-19.96442
-44.88846
-33.55085
-87.47673
-27.806564
-58.819996
-30.391632
-64.94986
-40.475048
-66.65708
-14.489675
-52.53087
-20.00814
-41.290073
-31.139324
-63.24765
-16.001972
-56.20155
-27.82849
-27.802776
-37.34219
-48.055763
-28.359291
-65.18175
-17.194637
-48.34859
-30.762707
-50.203228
-24.15602
-59.224922
-26.378145
-34.58577
-30.831028
-52.473484
-47.2522
-58.67613
-19.478994
-37.17262
-35.16567
-48.090576
-21.396713
-45.604336
-29.842041
-31.101809
-34.39603
-48.220608
-32.061207
-61.133926
-13.061402
-45.525925
-37.235363
-74.725525
-27.294546
-61.862885
-5.063665
-44.206844
-27.946732
-68.060745
-42.49656
-48.064625
-91.84654
-40.755753
-75.471054
-80.937874
-91.62353
-145.75414
-75.50539
-42.328526
-111.068634
-54.956917
-54.356937
-31.431868
-80.63228
-30.805683
-57.82146
-45.978664
-73.36685
-107.221924
-52.47182
-35.672413
-103.31047
-37.337437
-37.89095
-30.876488
-65.71541
-44.258556
-31.209381
-29.179996
-38.46411
-94.55202
-43.338364
-10.108077
-78.01058
-37.79131
-42.208015
-45.809948
-54.87938
-54.524532
-42.39081
-24.592833
-42.178513
-80.673416
-50.625633
-29.085333
-94.75247
-47.99725
-46.86017
-27.276882
-63.111256
-41.610588
-36.37559
-25.935791
-36.87005
-74.9906
-45.931164
-22.477467
-84.17645
-37.181164
-42.35867
-31.802166
-66.05354
-50.780876
-44.84682
-46.86106
-52.351192
-90.387505
-55.02396
-16.464891
-112.6284
-57.024006
-47.89606
-28.354424
-40.05043
-52.876324
-117.94791
-88.15607
-98.89781
-126.928696
-88.39539
-139.66182
-87.31986
-59.43957
-42.163754
-22.882427
-40.00003
-47.707138
-121.17689
-74.07817
-61.315315
-79.95505
-78.898155
-130.6089
-85.65296
-50.62357
-30.330742
-12.085677
-38.743202
-49.53206
-49.819607
-41.737553
-59.581905
-123.2855
-64.58608
-85.10538
-57.11617
-43.046345
-42.726322
-17.705225
-40.67475
-43.266582
-59.689472
-35.60179
-67.4934
-116.96993
-64.28119
-76.90527
-93.22879
-48.280533
-41.175255
-14.619488
-40.120083
-49.69147
-60.127163
-40.18321
-47.900917
-103.77247
-63.300175
-75.037796
-76.18939
-45.039837
-35.00032
-15.86482
-33.47961
-46.30117
-56.749844
-44.103714
-77.65045
-88.312546
-50.523502
-104.5366
-90.23241
-48.754673
-41.46471
-24.6656
-31.068039
-45.50609
-25.958727
-83.83094
-104.62266
-119.89091
-92.40983
-68.26745
-61.66059
-16.539827
-68.17172
-24.262291
-19.774036
-26.153534
-21.00843
-81.0227
-103.909355
-98.305336
-51.87306
-43.145332
-51.055153
-14.314572
-59.849243
-29.505047
-25.256166
-30.236876
-26.188835
-41.327114
-42.19491
-113.44598
-43.989384
-31.533815
-36.85807
-17.512665
-58.42911
-43.2227
-17.512482
-28.68562
-31.256763
-34.45438
-35.819695
-91.4854
-50.09736
-31.752567
-35.440075
-20.790382
-62.142162
-38.183826
-18.237267
-25.745388
-34.100677
-41.251186
-40.45164
-98.10728
-48.674232
-33.764545
-37.496284
-18.459341
-59.82885
-36.158497
-28.399536
-28.378975
-47.00145
-42.353092
-38.280365
-111.428024
-57.32303
-48.57062
-50.896454
-23.87004
-66.11594
-78.96204
-30.152824
-48.7548
-55.689884
-122.46475
-66.65101
-77.55439
-105.66431
-77.31966
-42.70169
-52.678127
-60.553684
-59.174324
-29.59549
-41.323685
-50.448956
-115.2337
-46.22728
-71.31791
-103.33736
-83.424255
-37.35537
-42.801884
-43.408264
-42.206585
-19.129583
-37.341843
-23.449131
-80.31066
-17.646309
-67.64615
-59.463108
-40.058582
-29.87539
-19.833231
-47.427555
-49.14266
-24.959606
-30.039341
-20.258577
-76.54734
-21.979223
-64.766914
-52.714252
-40.81725
-27.446238
-23.20452
-47.60533
-43.47174
-23.482414
-32.026947
-18.005304
-71.80657
-20.652346
-58.44563
-58.69355
-44.512745
-31.002764
-22.3149
-41.09611
-55.478443
-21.324425
-40.06915
-27.031998
-92.3869
-32.54215
-55.960407
-57.97925
-64.86492
-33.09129
-27.298119
-43.212246
-20.22256
-89.051994
-38.08531
-22.157505
-131.72966
-142.26523
-106.95498
-89.94412
-73.845116
-96.8925
-19.67561
-41.042995
-21.296553
-62.621487
-27.848934
-14.069723
-96.35399
-138.60774
-71.45557
-77.19742
-59.02123
-103.47969
-22.858793
-26.368277
-29.894642
-50.157154
-27.592041
-22.046045
-79.52367
-80.14101
-36.224396
-87.60098
-32.337246
-64.740074
-18.645044
-40.673523
-39.94306
-40.85007
-33.662457
-17.055511
-56.713104
-73.11963
-40.361774
-85.49832
-30.969715
-74.17249
-27.017136
-36.985176
-29.024412
-41.1488
-22.051533
-21.178905
-68.58583
-77.37372
-42.612103
-97.17133
-34.413418
-73.77813
-21.59378
-37.188988
-38.661663
-57.81132
-34.92458
-16.581732
-103.927185
-123.57844
-69.50271
-70.434616
-49.216755
-75.77768
-22.204298
-41.84702
+34.433617
+28.481405
+25.244532
+56.39719
+98.40551
+135.25182
+255.31262
+91.024956
+20.863392
+55.41551
+1.1068618
+46.663696
+26.51096
+19.594267
+29.309088
+43.01413
+89.21087
+100.84771
+240.82683
+74.25504
+22.571331
+37.215538
+0.46941555
+36.853992
+30.186106
+28.44329
+22.543325
+28.113016
+54.623745
+59.69341
+185.47112
+75.46471
+21.749464
+28.707031
+11.602751
+38.142586
+41.565186
+18.856527
+29.31017
+31.789055
+49.67587
+62.99571
+167.55783
+69.11378
+18.051096
+29.676212
+9.12427
+41.365932
+40.364723
+22.608543
+24.667751
+25.828365
+43.0691
+43.71968
+184.55016
+62.23053
+12.306651
+31.388515
+15.024972
+37.37283
+34.71144
+37.74835
+13.866342
+38.76808
+75.05726
+75.077934
+189.50203
+85.13742
+23.090431
+25.016575
+11.39842
+32.21937
+74.92135
+48.061325
+46.704514
+53.05506
+64.17435
+123.20988
+139.66377
+59.08011
+48.971863
+78.02118
+36.873096
+34.225716
+66.17746
+22.372528
+29.324703
+35.50369
+51.415443
+113.4587
+81.74894
+39.102936
+39.584915
+89.41496
+34.71575
+26.609715
+47.700134
+27.086119
+27.865501
+36.28235
+47.445335
+56.960983
+74.87133
+41.068295
+26.625761
+41.15717
+24.063683
+30.690056
+62.892757
+37.389328
+29.934093
+57.407085
+38.26744
+62.855225
+77.848885
+43.812122
+35.211994
+56.1711
+40.74805
+27.604103
+64.734436
+31.503075
+23.814152
+47.096622
+41.930763
+66.24705
+77.6804
+46.28602
+22.468416
+52.92923
+28.504585
+34.332375
+65.512436
+31.447142
+23.676517
+44.382263
+75.89749
+85.02351
+106.03841
+74.60308
+45.25892
+71.1847
+42.626
+34.1788
+56.894447
+34.682514
+50.648735
+38.23432
+121.37662
+185.75687
+48.453705
+66.06926
+100.76033
+34.007034
+71.46911
+28.202847
+47.94444
+34.22426
+46.20946
+28.451992
+109.192444
+153.19629
+37.531563
+40.38617
+79.249825
+15.247353
+49.084076
+19.149982
+47.397316
+43.314354
+50.425934
+30.833626
+100.99314
+107.05257
+44.922607
+63.492577
+68.697044
+19.860823
+44.01282
+21.301434
+55.466366
+40.569584
+42.850437
+34.41683
+94.47077
+88.82943
+37.734634
+62.809265
+51.763935
+18.930904
+48.325214
+23.588806
+45.982258
+33.72794
+48.4047
+31.88387
+91.70866
+84.55164
+39.541157
+60.779682
+62.025734
+24.978197
+49.89479
+29.553001
+71.56851
+39.403923
+48.635445
+48.18406
+124.80175
+110.93699
+65.53038
+46.854523
+109.25539
+31.43261
+49.094093
+45.771976
+41.150444
+39.082935
+64.20118
+82.78069
+169.9796
+105.66306
+183.58942
+121.963486
+79.85433
+61.214428
+35.880764
+51.239906
+37.79577
+21.918615
+44.77384
+60.116528
+130.7802
+85.91959
+118.103096
+94.62559
+53.32641
+36.838997
+24.586555
+34.25557
+39.768623
+23.183207
+32.503616
+33.076244
+91.245735
+67.0303
+84.71433
+75.36911
+44.465508
+29.535683
+29.659142
+50.766582
+51.401733
+22.31947
+33.10157
+45.045033
+48.525642
+60.910667
+88.88186
+76.04577
+32.53386
+21.093632
+22.87492
+53.517334
+50.87095
+20.326778
+34.38217
+35.120033
+41.9262
+68.87056
+80.03761
+77.62836
+16.328579
+21.631777
+19.517109
+48.63064
+56.947437
+26.716167
+50.413002
+56.624218
+81.22516
+86.94935
+88.33065
+84.129906
+38.597424
+21.650211
+27.564468
+70.77234
+75.60688
+22.1697
+57.851997
+38.018837
+108.555046
+35.269966
+74.59666
+30.968494
+97.4156
+43.981316
+72.99148
+21.606564
+52.736485
+15.5942335
+39.621513
+25.686113
+83.575874
+23.530771
+48.93558
+10.663878
+66.27671
+39.96906
+55.101784
+16.190866
+43.6179
+18.12174
+42.30252
+26.983662
+62.342514
+23.82378
+50.565628
+16.963076
+28.675592
+30.431934
+45.153824
+27.51695
+56.875748
+22.099373
+46.816486
+35.625652
+49.278267
+27.317461
+58.046463
+22.744057
+32.102528
+36.381466
+52.957466
+29.33424
+54.261147
+22.666292
+44.396286
+34.7024
+52.021572
+27.835054
+53.46169
+23.679928
+26.56054
+31.007917
+42.694355
+26.523693
+76.85771
+15.838885
+52.33382
+35.892464
+91.75833
+27.044672
+64.783775
+32.109016
+60.723755
+31.74717
+60.138447
+44.940117
+32.86706
+87.0092
+41.99395
+79.0373
+77.87381
+90.32841
+138.25082
+77.82067
+42.921013
+113.07454
+46.218735
+56.03999
+34.22815
+72.331024
+36.198994
+65.17868
+54.070835
+71.07265
+130.29662
+62.182503
+41.618866
+103.40982
+36.54035
+46.309998
+31.38314
+62.182198
+40.272892
+31.555979
+47.77616
+43.16195
+94.75018
+47.807087
+30.237114
+78.60559
+29.395264
+41.724564
+38.457104
+69.70078
+52.39692
+36.73752
+55.894333
+38.577602
+91.781555
+70.13975
+40.418617
+86.43749
+36.499275
+54.59216
+37.2492
+60.56192
+47.736176
+35.40148
+50.27327
+38.83731
+79.96847
+65.88568
+31.847826
+82.31818
+32.220577
+47.196774
+38.484253
+62.271908
+36.27643
+43.78295
+51.96696
+61.160995
+100.66209
+48.824368
+33.40513
+110.8644
+48.9667
+55.249
+30.118748
+43.867733
+47.75593
+123.63975
+112.327034
+93.71887
+120.08615
+112.00371
+147.40286
+92.47011
+59.832733
+47.50185
+18.342846
+26.282862
+39.899136
+112.82145
+78.354034
+67.42813
+101.68084
+80.1023
+147.84937
+80.42264
+49.41018
+32.86383
+14.102214
+30.721798
+38.4332
+30.282318
+54.793423
+67.81075
+96.42028
+74.999825
+72.6602
+58.04396
+27.632828
+35.04223
+9.852014
+41.851475
+33.902832
+33.305298
+47.738377
+56.65894
+85.53929
+66.50891
+62.84622
+56.690445
+38.59614
+31.039646
+11.835892
+35.266777
+36.74747
+35.365025
+39.27227
+59.570522
+79.51835
+74.113815
+74.90286
+71.69058
+37.273003
+35.778835
+17.764229
+36.62453
+51.494644
+62.412514
+54.079365
+79.633064
+111.2173
+56.739494
+100.25214
+86.99658
+45.51113
+45.462303
+29.038837
+27.968887
+38.0089
+32.16668
+63.492275
+111.02215
+128.04596
+86.249985
+72.15656
+48.891388
+9.306396
+55.389183
+24.045132
+21.692295
+29.46119
+20.00875
+71.237144
+70.95913
+106.0698
+57.155563
+58.124374
+46.949734
+14.0253
+49.279907
+25.287815
+20.049377
+35.40121
+18.255554
+50.56142
+47.647778
+115.7674
+63.95932
+34.5184
+32.784225
+8.839563
+60.172455
+34.89131
+24.860497
+28.921732
+31.635288
+47.54648
+48.621742
+108.44245
+54.269993
+33.800137
+39.15583
+10.378115
+65.34882
+31.681412
+19.452393
+26.065481
+27.76378
+33.108555
+34.404526
+105.45647
+50.014366
+26.55632
+38.471684
+13.610528
+57.165638
+34.39075
+27.263237
+33.485092
+44.702503
+55.625786
+48.177414
+124.88276
+58.606094
+51.02813
+48.108692
+23.087803
+78.102455
+77.470764
+22.329689
+49.4318
+60.976418
+136.88567
+59.990448
+63.120903
+116.967514
+79.52826
+53.376488
+47.123867
+59.404373
+56.158802
+15.92056
+42.774548
+46.456665
+126.42923
+43.143517
+46.425705
+85.05458
+80.51796
+40.147896
+43.5633
+48.60734
+45.04205
+28.20979
+33.553833
+31.50452
+93.32958
+29.571018
+76.82627
+69.74172
+52.71822
+28.632763
+31.084908
+48.928085
+42.286095
+32.32801
+39.760242
+27.20623
+84.48487
+39.41106
+74.212425
+62.889053
+47.07027
+38.75465
+27.92209
+47.970367
+39.167908
+28.874477
+30.782948
+25.638002
+77.04946
+23.822428
+66.38413
+70.08661
+47.639114
+26.779905
+24.054764
+40.948307
+56.645065
+18.386126
+52.128876
+22.697844
+119.45772
+35.016987
+56.854076
+74.3092
+58.06157
+31.173386
+31.59198
+52.860886
+32.047665
+90.96223
+44.882523
+26.95472
+134.43858
+156.14407
+136.81409
+89.47209
+83.63969
+108.977455
+21.646973
+34.63961
+25.329712
+64.96071
+24.133438
+13.644897
+97.919846
+122.64202
+82.533066
+63.325703
+68.02764
+108.888176
+19.607508
+30.589241
+32.84244
+59.460815
+25.972122
+16.937445
+73.14037
+82.496445
+69.55421
+62.397163
+47.97589
+74.099686
+18.047428
+28.590569
+40.0315
+60.9971
+23.257183
+19.007208
+52.611042
+83.70007
+63.62651
+84.35393
+48.45908
+79.21612
+22.130882
+37.621708
+36.120834
+47.879517
+22.580357
+13.15788
+54.494854
+75.016075
+66.70841
+65.63183
+29.548195
+73.19229
+18.189737
+30.440506
+27.811798
+58.89309
+30.484737
+6.5172853
+88.93399
+111.45104
+59.498764
+47.301834
+49.000347
+81.67789
+19.335526
+31.632244