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- C:\ProgramData\Anaconda2\envs\tensorflow\python.exe "C:/Users/Francesco Benintende/Desktop/mercedes_benz-master/models/model_1/model_1.py"
- Training:
- (4209, 378)
- --------------------------------------------------
- Test:
- (4209, 377)
- Training Data
- ID y X0 X1 X2 X3 X4 X5 X6 X8 ... X375 X376 X377 X378 X379 \
- 0 0 130.81 k v at a d u j o ... 0 0 1 0 0
- 1 6 88.53 k t av e d y l o ... 1 0 0 0 0
- 2 7 76.26 az w n c d x j x ... 0 0 0 0 0
- 3 9 80.62 az t n f d x l e ... 0 0 0 0 0
- 4 13 78.02 az v n f d h d n ... 0 0 0 0 0
- X380 X382 X383 X384 X385
- 0 0 0 0 0 0
- 1 0 0 0 0 0
- 2 0 1 0 0 0
- 3 0 0 0 0 0
- 4 0 0 0 0 0
- [5 rows x 378 columns]
- --------------------------------------------------
- Test Data
- ID X0 X1 X2 X3 X4 X5 X6 X8 X10 ... X375 X376 X377 X378 X379 \
- 0 1 az v n f d t a w 0 ... 0 0 0 1 0
- 1 2 t b ai a d b g y 0 ... 0 0 1 0 0
- 2 3 az v as f d a j j 0 ... 0 0 0 1 0
- 3 4 az l n f d z l n 0 ... 0 0 0 1 0
- 4 5 w s as c d y i m 0 ... 1 0 0 0 0
- X380 X382 X383 X384 X385
- 0 0 0 0 0 0
- 1 0 0 0 0 0
- 2 0 0 0 0 0
- 3 0 0 0 0 0
- 4 0 0 0 0 0
- [5 rows x 377 columns]
- --------------------------------------------------
- Training Data Types:
- ID int64
- y float64
- X0 object
- X1 object
- X2 object
- X3 object
- X4 object
- X5 object
- X6 object
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- X10 int64
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- X13 int64
- X14 int64
- X15 int64
- X16 int64
- X17 int64
- X18 int64
- X19 int64
- X20 int64
- X21 int64
- X22 int64
- X23 int64
- X24 int64
- X26 int64
- X27 int64
- X28 int64
- X29 int64
- X30 int64
- ...
- X355 int64
- X356 int64
- X357 int64
- X358 int64
- X359 int64
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- X361 int64
- X362 int64
- X363 int64
- X364 int64
- X365 int64
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- X369 int64
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- X373 int64
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- X375 int64
- X376 int64
- X377 int64
- X378 int64
- X379 int64
- X380 int64
- X382 int64
- X383 int64
- X384 int64
- X385 int64
- Length: 378, dtype: object
- --------------------------------------------------
- Test Data Types:
- ID int64
- y float64
- X0 object
- X1 object
- X2 object
- X3 object
- X4 object
- X5 object
- X6 object
- X8 object
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- X22 int64
- X23 int64
- X24 int64
- X26 int64
- X27 int64
- X28 int64
- X29 int64
- X30 int64
- ...
- X355 int64
- X356 int64
- X357 int64
- X358 int64
- X359 int64
- X360 int64
- X361 int64
- X362 int64
- X363 int64
- X364 int64
- X365 int64
- X366 int64
- X367 int64
- X368 int64
- X369 int64
- X370 int64
- X371 int64
- X372 int64
- X373 int64
- X374 int64
- X375 int64
- X376 int64
- X377 int64
- X378 int64
- X379 int64
- X380 int64
- X382 int64
- X383 int64
- X384 int64
- X385 int64
- Length: 378, dtype: object
- --------------------------------------------------
- Training Data:
- Columns containing the unique values : [0]
- ['X11', 'X93', 'X107', 'X233', 'X235', 'X268', 'X289', 'X290', 'X293', 'X297', 'X330', 'X347']
- --------------------------------------------------
- Columns containing the unique values : [0, 1]
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- --------------------------------------------------
- Test Data:
- Columns containing the unique values : [0]
- ['X257', 'X258', 'X295', 'X296', 'X369']
- --------------------------------------------------
- Columns containing the unique values : [0, 1]
- ['X10', 'X11', 'X12', 'X13', 'X14', 'X15', 'X16', 'X17', 'X18', 'X19', 'X20', 'X21', 'X22', 'X23', 'X24', 'X26', 'X27', 'X28', 'X29', 'X30', 'X31', 'X32', 'X33', 'X34', 'X35', 'X36', 'X37', 'X38', 'X39', 'X40', 'X41', 'X42', 'X43', 'X44', 'X45', 'X46', 'X47', 'X48', 'X49', 'X50', 'X51', 'X52', 'X53', 'X54', 'X55', 'X56', 'X57', 'X58', 'X59', 'X60', 'X61', 'X62', 'X63', 'X64', 'X65', 'X66', 'X67', 'X68', 'X69', 'X70', 'X71', 'X73', 'X74', 'X75', 'X76', 'X77', 'X78', 'X79', 'X80', 'X81', 'X82', 'X83', 'X84', 'X85', 'X86', 'X87', 'X88', 'X89', 'X90', 'X91', 'X92', 'X93', 'X94', 'X95', 'X96', 'X97', 'X98', 'X99', 'X100', 'X101', 'X102', 'X103', 'X104', 'X105', 'X106', 'X107', 'X108', 'X109', 'X110', 'X111', 'X112', 'X113', 'X114', 'X115', 'X116', 'X117', 'X118', 'X119', 'X120', 'X122', 'X123', 'X124', 'X125', 'X126', 'X127', 'X128', 'X129', 'X130', 'X131', 'X132', 'X133', 'X134', 'X135', 'X136', 'X137', 'X138', 'X139', 'X140', 'X141', 'X142', 'X143', 'X144', 'X145', 'X146', 'X147', 'X148', 'X150', 'X151', 'X152', 'X153', 'X154', 'X155', 'X156', 'X157', 'X158', 'X159', 'X160', 'X161', 'X162', 'X163', 'X164', 'X165', 'X166', 'X167', 'X168', 'X169', 'X170', 'X171', 'X172', 'X173', 'X174', 'X175', 'X176', 'X177', 'X178', 'X179', 'X180', 'X181', 'X182', 'X183', 'X184', 'X185', 'X186', 'X187', 'X189', 'X190', 'X191', 'X192', 'X194', 'X195', 'X196', 'X197', 'X198', 'X199', 'X200', 'X201', 'X202', 'X203', 'X204', 'X205', 'X206', 'X207', 'X208', 'X209', 'X210', 'X211', 'X212', 'X213', 'X214', 'X215', 'X216', 'X217', 'X218', 'X219', 'X220', 'X221', 'X222', 'X223', 'X224', 'X225', 'X226', 'X227', 'X228', 'X229', 'X230', 'X231', 'X232', 'X233', 'X234', 'X235', 'X236', 'X237', 'X238', 'X239', 'X240', 'X241', 'X242', 'X243', 'X244', 'X245', 'X246', 'X247', 'X248', 'X249', 'X250', 'X251', 'X252', 'X253', 'X254', 'X255', 'X256', 'X259', 'X260', 'X261', 'X262', 'X263', 'X264', 'X265', 'X266', 'X267', 'X268', 'X269', 'X270', 'X271', 'X272', 'X273', 'X274', 'X275', 'X276', 'X277', 'X278', 'X279', 'X280', 'X281', 'X282', 'X283', 'X284', 'X285', 'X286', 'X287', 'X288', 'X289', 'X290', 'X291', 'X292', 'X293', 'X294', 'X297', 'X298', 'X299', 'X300', 'X301', 'X302', 'X304', 'X305', 'X306', 'X307', 'X308', 'X309', 'X310', 'X311', 'X312', 'X313', 'X314', 'X315', 'X316', 'X317', 'X318', 'X319', 'X320', 'X321', 'X322', 'X323', 'X324', 'X325', 'X326', 'X327', 'X328', 'X329', 'X330', 'X331', 'X332', 'X333', 'X334', 'X335', 'X336', 'X337', 'X338', 'X339', 'X340', 'X341', 'X342', 'X343', 'X344', 'X345', 'X346', 'X347', 'X348', 'X349', 'X350', 'X351', 'X352', 'X353', 'X354', 'X355', 'X356', 'X357', 'X358', 'X359', 'X360', 'X361', 'X362', 'X363', 'X364', 'X365', 'X366', 'X367', 'X368', 'X370', 'X371', 'X372', 'X373', 'X374', 'X375', 'X376', 'X377', 'X378', 'X379', 'X380', 'X382', 'X383', 'X384', 'X385']
- --------------------------------------------------
- Column Type Count
- 0 int64 368
- 1 object 8
- Dataframes are verified, everything should be fine
- Dataframes are verified, everything should be fine
- Dataframes are verified, everything should be fine
- X10 X11 X12 X13 X14 X15 X16 X17 X18 X19 ... X8_q X8_w X8_g \
- 0 0 0 0 1 0 0 0 0 1 0 ... 0 0 0
- 1 0 0 0 0 0 0 0 0 1 0 ... 0 0 0
- 2 0 0 0 0 0 0 0 1 0 0 ... 0 0 0
- 3 0 0 0 0 0 0 0 0 0 0 ... 0 0 0
- 4 0 0 0 0 0 0 0 0 0 0 ... 0 0 0
- X8_y X8_l X8_f X8_u X8_r X8_t X8_c
- 0 0 0 0 0 0 0 0
- 1 0 0 0 0 0 0 0
- 2 0 0 0 0 0 0 0
- 3 0 0 0 0 0 0 0
- 4 0 0 0 0 0 0 0
- [5 rows x 579 columns]
- y
- 0 130.81
- 1 88.53
- 2 76.26
- 3 80.62
- 4 78.02
- X10 X11 X12 X13 X14 X15 X16 X17 X18 X19 ... X8_q X8_w X8_g \
- 0 0 0 0 0 0 0 0 0 0 0 ... 0 1 0
- 1 0 0 0 0 0 0 0 0 0 1 ... 0 0 0
- 2 0 0 0 0 1 0 0 0 0 0 ... 0 0 0
- 3 0 0 0 0 0 0 0 0 0 0 ... 0 0 0
- 4 0 0 0 0 1 0 0 0 0 0 ... 0 0 0
- X8_y X8_l X8_f X8_u X8_r X8_t X8_c
- 0 0 0 0 0 0 0 0
- 1 1 0 0 0 0 0 0
- 2 0 0 0 0 0 0 0
- 3 0 0 0 0 0 0 0
- 4 0 0 0 0 0 0 0
- [5 rows x 579 columns]
- (3500, 579)
- (3500,)
- (708, 579)
- (708,)
- 2017-06-02 20:41:26.570978: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE instructions, but these are available on your machine and could speed up CPU computations.
- 2017-06-02 20:41:26.571214: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE2 instructions, but these are available on your machine and could speed up CPU computations.
- 2017-06-02 20:41:26.571425: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE3 instructions, but these are available on your machine and could speed up CPU computations.
- 2017-06-02 20:41:26.571733: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
- 2017-06-02 20:41:26.571960: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
- 2017-06-02 20:41:26.572196: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
- 2017-06-02 20:41:26.572424: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX2 instructions, but these are available on your machine and could speed up CPU computations.
- 2017-06-02 20:41:26.572693: W c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use FMA instructions, but these are available on your machine and could speed up CPU computations.
- 2017-06-02 20:41:27.003091: I c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\common_runtime\gpu\gpu_device.cc:887] Found device 0 with properties:
- name: GeForce GTX 1060
- major: 6 minor: 1 memoryClockRate (GHz) 1.6705
- pciBusID 0000:01:00.0
- Total memory: 6.00GiB
- Free memory: 5.01GiB
- 2017-06-02 20:41:27.003329: I c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\common_runtime\gpu\gpu_device.cc:908] DMA: 0
- 2017-06-02 20:41:27.003447: I c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\common_runtime\gpu\gpu_device.cc:918] 0: Y
- 2017-06-02 20:41:27.003777: I c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\common_runtime\gpu\gpu_device.cc:977] Creating TensorFlow device (/gpu:0) -> (device: 0, name: GeForce GTX 1060, pci bus id: 0000:01:00.0)
- Average train loss in past 100 iterations 2.0491e+10
- Average test loss in past 100 iterations 6.13895e+10
- --------------------------------------------------
- Average train loss in past 100 iterations 6.89943e+08
- Average test loss in past 100 iterations 3.21357e+10
- --------------------------------------------------
- Average train loss in past 100 iterations 2.31431e+08
- Average test loss in past 100 iterations 8.10467e+09
- --------------------------------------------------
- Average train loss in past 100 iterations 5.42315e+07
- Average test loss in past 100 iterations 1.65439e+09
- --------------------------------------------------
- Average train loss in past 100 iterations 1.03946e+07
- Average test loss in past 100 iterations 2.3835e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 4.26452e+06
- Average test loss in past 100 iterations 1.03723e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 2.88694e+06
- Average test loss in past 100 iterations 1.39006e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 2.58779e+06
- Average test loss in past 100 iterations 1.60644e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.95533e+06
- Average test loss in past 100 iterations 1.58146e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 2.24206e+06
- Average test loss in past 100 iterations 1.51342e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 2.12289e+06
- Average test loss in past 100 iterations 1.51689e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.61287e+06
- Average test loss in past 100 iterations 1.52644e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.84316e+06
- Average test loss in past 100 iterations 1.49029e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.7912e+06
- Average test loss in past 100 iterations 1.44202e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.6717e+06
- Average test loss in past 100 iterations 1.45286e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.42471e+06
- Average test loss in past 100 iterations 1.38991e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.71468e+06
- Average test loss in past 100 iterations 1.39255e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.65097e+06
- Average test loss in past 100 iterations 1.45644e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.32177e+06
- Average test loss in past 100 iterations 1.46057e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.5615e+06
- Average test loss in past 100 iterations 1.40573e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.44484e+06
- Average test loss in past 100 iterations 1.36116e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.39671e+06
- Average test loss in past 100 iterations 1.35726e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.16478e+06
- Average test loss in past 100 iterations 1.39889e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.35116e+06
- Average test loss in past 100 iterations 1.37022e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.31188e+06
- Average test loss in past 100 iterations 1.31879e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.09657e+06
- Average test loss in past 100 iterations 1.33012e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.25436e+06
- Average test loss in past 100 iterations 1.28073e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.23398e+06
- Average test loss in past 100 iterations 1.27415e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.31517e+06
- Average test loss in past 100 iterations 1.25473e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.00518e+06
- Average test loss in past 100 iterations 1.26526e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.11333e+06
- Average test loss in past 100 iterations 1.21437e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.138e+06
- Average test loss in past 100 iterations 1.15258e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 878834.0
- Average test loss in past 100 iterations 1.09758e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.04471e+06
- Average test loss in past 100 iterations 1.07321e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.01844e+06
- Average test loss in past 100 iterations 1.11628e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 1.01928e+06
- Average test loss in past 100 iterations 1.07337e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 827794.0
- Average test loss in past 100 iterations 1.09546e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 974812.0
- Average test loss in past 100 iterations 1.08262e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 960512.0
- Average test loss in past 100 iterations 1.01232e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 707923.0
- Average test loss in past 100 iterations 1.04092e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 910396.0
- Average test loss in past 100 iterations 1.00936e+08
- --------------------------------------------------
- Average train loss in past 100 iterations 880336.0
- Average test loss in past 100 iterations 9.10017e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 835709.0
- Average test loss in past 100 iterations 9.01021e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 688127.0
- Average test loss in past 100 iterations 8.78103e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 762580.0
- Average test loss in past 100 iterations 8.70963e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 792996.0
- Average test loss in past 100 iterations 8.09529e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 583258.0
- Average test loss in past 100 iterations 8.22815e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 709628.0
- Average test loss in past 100 iterations 8.07976e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 675845.0
- Average test loss in past 100 iterations 7.24507e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 632503.0
- Average test loss in past 100 iterations 7.3481e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 586198.0
- Average test loss in past 100 iterations 7.33343e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 598842.0
- Average test loss in past 100 iterations 6.56918e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 577563.0
- Average test loss in past 100 iterations 6.7242e+07
- --------------------------------------------------
- Average train loss in past 100 iterations 445695.0
- Average test loss in past 100 iterations 6.53819e+07
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- Average train loss in past 100 iterations 563932.0
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- Traceback (most recent call last):
- Optimization finished
- File "C:/Users/Francesco Benintende/Desktop/mercedes_benz-master/models/model_1/model_1.py", line 38, in <module>
- starter_learning_rate=0.001)
- File "C:\Users\Francesco Benintende\Desktop\mercedes_benz-master\models\abstractions.py", line 160, in train_and_eval
- r_sqr = r2_score(y_eval, self.infer(x_eval))
- NameError: name 'r2_score' is not defined
- Process finished with exit code 1
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