checkpoints_gnp2/Celebrity_4_3_16_0.3_0/100.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Celebrity_4_3_16_0.3_0/100.pkt
activation probablity: BT, # of stacks: 4, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'BT'), ('Celebrity', 'test', 'BT'), ('WannaCry', 'test', 'BT')]
Load data for test: ('Extended', 'test', 'BT')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'BT')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'BT')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_BT...
test: load Celebrity_test_BT...
test: load WannaCry_test_BT...
971 783 1225 4454 371 3927 4284 554 3850 1878 376 4630 3996 363 3944 1254 4416 1270 3741 3436 4323 4959 3198 1095 58 1290 2155 4010 4960 1591 4371 4865 915 4485 595 937 1510 583 2177 182 2058 3837 3429 3201 5038 4221 330 1587 188 1449 432 4412 5113 4724 5112 4726 2908 3231 3972 4616 2457 4886 2232 1647 3327 1150 2420 2314 2263 2351 2455 2867 2742 5201 1096 3901 1368 3356 4196 211 4110 654 1279 1800 1760 5212 2587 2409 5315 3068 2599 905 2950 142 705 3212 28 1056 5339 3866
4005 3119 352 2947 1885 1489 86 891 5997 1559 749 1412 9 4912 2814 5746 5767 662 2059 3155 315 1549 343 7247 6941 5789 5657 2887 357 6599 1716 4763 3321 4480 5613 1439 6556 5769 2988 1213 553 1177 3466 1104 4095 4033 976 5008 90 1699 5866 3666 1427 2210 2712 6051 1360 5301 5329 996 4431 3016 2812 1335 6481 624 2640 2175 7192 5812 2602 1850 4285 6029 1814 1720 5788 4038 6771 6756 7052 3455 578 2271 985 3278 2292 2726 5546 1172 4490 5874 1146 2925 2101 6217 7104 2240 1607 4448
8377 19333 5934 5753 11348 11759 18908 15817 9536 2832 8286 4863 8490 12445 428 3200 3814 14092 234 6006 12070 5095 2822 1412 13373 14632 760 14430 8422 9753 11728 15158 17525 14613 826 16991 3768 13202 13604 13631 4329 15721 6876 9542 18577 1210 5774 2125 14175 4898 15576 18644 6460 17973 13342 1508 13187 1175 11762 137 8575 14879 13243 3610 3210 3646 4275 1517 5932 7909 5761 11732 1825 6493 11266 10293 10076 1250 6136 19058 9030 18131 5132 2035 5475 10501 4002 4126 6452 2423 3633 18022 1283 16919 8061 7650 2173 17046 2886 15352
checkpoints_gnp2/Celebrity_4_3_16_0.3_1000/58.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Celebrity_4_3_16_0.3_1000/58.pkt
activation probablity: BT, # of stacks: 7, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'BT'), ('Celebrity', 'test', 'BT'), ('WannaCry', 'test', 'BT')]
Load data for test: ('Extended', 'test', 'BT')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'BT')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'BT')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_BT...
test: load Celebrity_test_BT...
test: load WannaCry_test_BT...
971 783 1225 4454 371 3927 4284 554 3850 1878 376 4630 3996 363 3944 1254 4416 1270 4959 3436 4323 3198 1095 58 1290 4960 4010 2155 3741 1591 4371 4865 4485 915 595 937 1510 182 2058 583 2177 3429 330 3837 5038 3201 4221 1587 188 1449 432 4412 5113 4724 5112 4726 2457 4616 4886 3972 1150 2908 1647 2232 3231 2420 3327 2314 2263 2867 3901 1096 2742 5201 1368 2455 4196 3356 1279 4110 1800 654 211 2351 1760 5315 2409 2599 3068 2587 905 705 2950 142 5212 3866 28 3212 1056 5339
1489 3119 521 6749 1885 2070 86 1559 891 5997 1412 2814 1124 2059 5767 5281 1804 2048 615 315 5861 713 1077 3566 5546 2648 4912 1677 5757 4846 1809 7247 1549 3638 2213 3555 7234 5657 343 59 6941 4589 5472 7158 1238 5054 351 355 634 530 1367 1547 4262 2933 1687 5845 3986 2243 2303 3834 2504 3529 4429 2600 5453 3681 3215 4835 4921 3746 4179 4844 5213 5409 7143 5632 6043 6071 6105 6199 6714 6892 6957 7121 7208 410 1656 428 1387 3813 1874 1930 1973 2001 2036 2521 705 2541 3018 3098
19333 8377 5934 5753 11348 11759 18908 15817 2832 9536 8286 4863 8490 12445 428 3200 3814 14092 234 6006 12070 5095 2822 1412 13373 14632 760 14430 9753 8422 11728 15158 16991 14613 17525 826 3768 13202 13604 13631 4329 15721 18577 9542 6876 5774 14175 2125 1210 4898 18644 15576 6460 17973 13342 13187 1508 1175 11762 137 8575 14879 3610 3210 13243 3646 4275 7909 1517 5932 5761 11732 1825 6493 11266 10076 1250 10293 18131 6136 9030 5132 10501 5475 19058 2035 4002 6452 2423 18022 1283 8061 3633 4126 16919 7650 2173 2886 17046 15352
checkpoints_gnp2/Celebrity_4_3_16_0.3_2000/92.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Celebrity_4_3_16_0.3_2000/92.pkt
activation probablity: BT, # of stacks: 6, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'BT'), ('Celebrity', 'test', 'BT'), ('WannaCry', 'test', 'BT')]
Load data for test: ('Extended', 'test', 'BT')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'BT')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'BT')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_BT...
test: load Celebrity_test_BT...
test: load WannaCry_test_BT...
971 783 1225 4454 371 3927 4284 554 3850 1878 376 4630 3996 363 3944 1254 4416 1270 4959 3436 4323 3198 3741 1095 4960 58 1290 4010 2155 1591 4371 4865 915 4485 595 937 1510 583 2058 2177 182 3837 3429 330 5038 3201 4221 1587 1449 188 432 4412 5113 4724 5112 4726 3231 4616 2457 4886 1150 3972 2908 1647 2420 2232 3327 2314 3901 2867 2263 5201 2742 2455 1368 1096 4196 3356 1279 654 2351 211 1800 4110 1760 5315 2409 2587 2599 705 905 3068 2950 142 5212 28 3866 5339 1056 3212
2947 4005 3119 1489 6749 1885 86 891 5997 1559 1412 749 5746 2814 4015 5767 2648 5281 4912 4380 315 5757 3638 7244 1549 7247 6074 6941 5789 2114 2102 2887 5657 1370 2188 357 343 901 1716 6806 6599 3155 7234 4589 5472 7158 1698 1699 1124 5054 1238 44 6139 2545 4222 1014 1156 2247 6248 3695 4611 6254 6415 6648 6900 669 1547 530 351 634 1367 355 1687 2243 2303 2504 2600 2933 3215 3529 3681 3746 3834 3986 4179 4262 4921 5845 4429 4835 4844 5213 5409 5453 5632 6043 6199 6105 3019 6481
19333 8377 5934 5753 11348 11759 18908 15817 9536 2832 8286 8490 760 12445 428 3200 3814 14092 6006 234 12070 5095 2822 1412 13373 14632 4863 14430 8422 9753 11728 15158 14613 17525 826 3768 16991 13202 13604 13631 4329 15721 18577 9542 6876 5774 1210 14175 2125 4898 15576 18644 6460 17973 13342 11762 13187 1175 1508 137 8575 14879 3210 13243 4275 3646 5932 7909 3610 5761 1517 1825 11732 6493 11266 10076 10293 1250 6136 18131 9030 10501 5132 19058 5475 4002 2035 6452 2423 18022 4126 1283 8061 16919 3633 2173 7650 2886 15352 12455
checkpoints_gnp2/Extended_4_3_16_0.3_0/98.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Extended_4_3_16_0.3_0/98.pkt
activation probablity: BT, # of stacks: 6, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'BT'), ('Celebrity', 'test', 'BT'), ('WannaCry', 'test', 'BT')]
Load data for test: ('Extended', 'test', 'BT')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'BT')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'BT')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_BT...
test: load Celebrity_test_BT...
test: load WannaCry_test_BT...
971 783 1225 4454 371 3927 4284 554 3850 1878 376 4630 3996 363 3944 1254 4416 1270 4323 4959 3436 3198 3741 1095 4960 58 1290 4010 2155 4371 1591 4865 915 4485 595 937 583 1510 2058 2177 182 3429 3837 330 4221 5038 3201 1449 1587 188 432 4412 5113 4724 5112 4726 4616 2457 4886 3972 3231 1150 1647 2908 2420 3327 2232 2314 3901 5201 2263 2867 2742 1096 2455 1368 3356 4110 4196 1279 211 654 2351 1800 1760 2409 5315 2587 2599 905 3068 5212 705 2950 142 1056 3866 28 3212 753
2947 4005 3119 1489 6749 1885 86 891 9 3512 1559 749 1412 2814 3638 2059 5767 2648 4912 1809 315 5789 1549 7247 6941 2887 5657 343 357 6599 1370 1716 4763 3189 187 2832 3321 4183 3966 4281 4263 6854 4678 2048 4831 3100 1213 6582 1607 6295 5997 243 6035 1335 6429 2968 6465 90 2602 6930 2175 2889 2240 4802 6217 6067 3218 5866 1850 4687 3673 6815 1104 1376 4454 5818 6443 1790 1801 4323 2820 6084 6919 4042 1886 5075 4846 875 1383 2995 4095 503 2758 2170 4910 4311 3514 2418 339 6754
19333 8377 5934 5753 11348 11759 18908 15817 2832 9536 8286 8490 760 12445 428 3200 3814 14092 234 6006 12070 5095 2822 1412 13373 14632 4863 14430 8422 9753 11728 15158 14613 17525 826 3768 16991 13202 13604 13631 4329 15721 9542 18577 6876 5774 1210 2125 14175 4898 15576 18644 6460 17973 13342 13187 1175 11762 1508 137 3210 8575 14879 3610 5932 13243 3646 4275 1517 7909 11732 5761 1825 6493 1250 10076 11266 10293 6136 18131 10501 9030 2035 5475 19058 5132 4002 4126 6452 2423 3633 1283 18022 8061 16919 2173 2886 15352 17046 2182
checkpoints_gnp2/Extended_4_3_16_0.3_1000/92.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Extended_4_3_16_0.3_1000/92.pkt
activation probablity: BT, # of stacks: 5, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'BT'), ('Celebrity', 'test', 'BT'), ('WannaCry', 'test', 'BT')]
Load data for test: ('Extended', 'test', 'BT')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'BT')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'BT')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_BT...
test: load Celebrity_test_BT...
test: load WannaCry_test_BT...
971 783 1225 4454 371 3927 4284 554 3850 1878 376 4630 3996 363 3944 1254 4416 1270 4959 3436 4323 3198 1095 3741 58 4960 4010 1290 2155 4371 1591 4865 915 4485 595 1510 937 2177 583 2058 182 3429 3837 330 3201 5038 4221 1587 188 1449 432 4412 5113 4724 5112 4726 4886 4616 2457 3231 3972 1150 2908 1647 2420 2232 3327 2314 3901 5201 2263 2867 2455 2742 1368 4196 3356 1096 2351 4110 654 1279 1800 211 1760 5315 2599 2409 2587 3068 905 2950 705 142 5212 28 3866 1056 3212 5339
2947 4005 3119 1489 6749 1885 86 891 1559 5997 9 749 1412 2814 3638 2059 5767 2648 4912 4846 315 1698 1549 7247 5546 6941 5789 5657 2887 357 1370 6599 343 1716 4763 710 4440 1014 1156 2832 2247 2892 6214 71 3695 4611 1577 4138 6248 636 6254 6415 712 3512 6648 5049 6900 2170 5749 646 223 2418 689 4039 6406 859 2429 4643 1283 1747 2216 2467 2854 643 669 725 2070 1495 564 2048 2224 2977 3145 3217 3275 3314 3388 3409 3449 3533 3537 4756 7289 1568 44 2670 6100 6217 553 4263
19333 8377 5934 5753 11348 11759 18908 15817 9536 2832 8286 760 8490 12445 428 3200 3814 14092 6006 234 12070 5095 2822 1412 13373 14632 4863 14430 8422 9753 11728 17525 15158 14613 826 3768 13202 16991 13604 13631 4329 15721 9542 18577 6876 5774 1210 14175 2125 4898 15576 18644 6460 17973 13342 1175 1508 13187 11762 137 8575 14879 3210 13243 3646 3610 5932 4275 7909 5761 1517 1825 11732 6493 10076 11266 1250 10293 6136 9030 18131 4002 10501 2035 5475 5132 4126 19058 6452 2423 3633 1283 18022 16919 8061 2173 2886 7650 15352 12455
checkpoints_gnp2/Extended_4_3_16_0.3_2000/76.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Extended_4_3_16_0.3_2000/76.pkt
activation probablity: BT, # of stacks: 5, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'BT'), ('Celebrity', 'test', 'BT'), ('WannaCry', 'test', 'BT')]
Load data for test: ('Extended', 'test', 'BT')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'BT')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'BT')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_BT...
test: load Celebrity_test_BT...
test: load WannaCry_test_BT...
971 783 1225 4454 371 3927 4284 554 3850 376 1878 4630 3996 363 1254 3944 4416 1270 4959 4323 3436 3198 1095 3741 58 1290 4010 2155 1591 4371 4960 4865 4485 915 595 937 1510 2177 2058 182 330 583 3201 5038 3837 3429 4221 188 1587 1449 4412 432 5113 4724 5112 1150 4886 4726 4616 1647 3972 2457 2908 3231 2232 3327 4110 2420 2314 2455 5201 2263 3901 2867 2742 1368 1096 3356 4196 211 1279 1800 654 2351 705 905 1760 5212 2409 3068 5315 2587 2599 142 2950 3212 753 28 820 1056
2947 4005 3119 1489 6749 1885 86 891 725 1559 749 1412 1809 3189 2814 3638 2059 2648 5767 315 6941 7247 1549 357 5657 3859 343 2887 6599 4763 901 2213 3321 869 6806 5061 4183 3155 1699 5049 4222 7234 1698 5861 4589 5472 7158 669 1014 1156 1177 2247 3695 6415 4611 6248 6254 6648 6900 44 1124 713 2070 6139 1238 4776 2892 1365 5054 681 714 886 3666 7225 2913 5648 2250 3019 4138 5749 6579 4281 3856 571 2545 3880 4643 4263 351 355 530 1547 634 2303 1367 1687 2243 3681 3834 2504
19333 8377 5934 5753 11348 11759 18908 15817 4863 9536 8286 2832 8490 12445 428 3200 3814 14092 6006 234 12070 5095 2822 1412 13373 14632 760 14430 15158 8422 17525 9753 11728 14613 826 16991 3768 13202 13631 4329 13604 15721 18577 9542 5774 14175 1210 6876 2125 4898 15576 18644 6460 13342 17973 1508 11762 1175 2603 8575 3610 14879 137 11732 13243 7909 1517 3646 5761 4275 1825 13187 5932 6493 6136 1250 10076 3210 9030 11266 5132 10293 18131 4126 2035 19058 10501 4002 5475 7650 2423 3633 1283 17046 18022 6452 8061 16919 2886 2173
checkpoints_gnp2/WannaCry_4_3_16_0.3_0/88.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/WannaCry_4_3_16_0.3_0/88.pkt
activation probablity: BT, # of stacks: 5, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'BT'), ('Celebrity', 'test', 'BT'), ('WannaCry', 'test', 'BT')]
Load data for test: ('Extended', 'test', 'BT')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'BT')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'BT')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_BT...
test: load Celebrity_test_BT...
test: load WannaCry_test_BT...
971 783 1225 4454 371 3927 4284 554 3850 1878 376 4630 3996 363 3944 1254 4416 1270 4323 4959 3436 3198 3741 1095 4960 58 1290 4010 2155 4371 1591 4865 915 4485 595 937 1510 2058 583 182 2177 3429 3837 5038 3201 330 4221 1587 1449 188 432 4412 5113 4724 5112 4726 4616 2457 3972 3231 4886 2908 2232 1647 2420 1150 3327 2314 3901 5201 2263 2867 2742 2455 1368 2351 4196 1096 3356 211 654 1279 1800 4110 5315 1760 5212 2409 2599 2587 905 3068 2950 142 705 28 1056 3866 3212 5339
2947 4005 3119 1489 6749 1885 86 891 5997 1559 1412 1014 9 2814 3638 2059 5767 2648 4912 315 1809 1549 7247 6941 5789 5657 2887 357 343 6599 1370 2545 1716 4763 6481 4589 5472 7158 1238 5054 6139 1367 351 634 355 530 1547 2504 1687 2933 2600 2243 3215 3529 2303 3681 3746 3834 3986 4262 4179 4429 4835 4921 5213 5409 4844 5453 5632 5845 6043 6071 6105 6199 6714 6892 7143 6957 7121 7208 4503 410 428 1874 1387 1930 1656 1973 2001 2036 2541 2521 3512 3018 3098 3144 3165 3347 3305 3452
19333 8377 5934 5753 11348 11759 18908 15817 9536 2832 8286 760 8490 12445 428 3200 3814 14092 234 6006 12070 5095 2822 1412 13373 14632 14430 4863 8422 9753 11728 17525 14613 15158 16991 826 3768 13202 13604 13631 4329 15721 9542 6876 18577 5774 1210 14175 2125 4898 15576 18644 6460 17973 13342 13187 1508 1175 11762 137 8575 14879 5932 3210 13243 3646 4275 7909 3610 1517 5761 11732 1825 6493 11266 10076 1250 10293 19058 18131 6136 10501 9030 2035 5475 4002 5132 6452 2423 3633 1283 8061 18022 16919 7650 4126 17046 2173 2886 15352
checkpoints_gnp2/WannaCry_4_3_16_0.3_1000/100.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/WannaCry_4_3_16_0.3_1000/100.pkt
activation probablity: BT, # of stacks: 5, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'BT'), ('Celebrity', 'test', 'BT'), ('WannaCry', 'test', 'BT')]
Load data for test: ('Extended', 'test', 'BT')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'BT')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'BT')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_BT...
test: load Celebrity_test_BT...
test: load WannaCry_test_BT...
971 783 1225 4454 371 3927 4284 554 3850 1878 376 4630 3996 363 3944 1254 4416 1270 4959 3436 4323 3198 1095 3741 58 4960 1290 4010 2155 4371 1591 4865 915 4485 595 1510 937 2058 583 182 2177 3429 3837 5038 3201 330 4221 1587 1449 188 432 4412 5113 4724 5112 4726 4616 2457 4886 3972 3231 2232 2908 1647 2420 1150 3327 2314 3901 5201 2263 2867 2455 2742 1096 4196 1368 2351 3356 211 1279 654 4110 1800 1760 5315 2587 2599 2409 5212 905 3068 705 2950 142 28 3212 3866 1056 5339
2947 4005 3119 1489 6749 1885 86 891 5997 1559 1412 2247 2814 9 3638 2059 5767 2648 4912 1809 315 1699 1549 7247 6941 5789 5657 343 357 2887 1370 6599 1716 2213 4763 2545 521 3321 2114 4263 713 825 1124 4589 5472 7158 3155 2624 1238 1720 3856 5054 6756 2995 5546 1213 7192 869 5861 1383 1039 4570 3215 351 355 530 634 1367 1687 1547 2243 2504 2600 2303 2933 3529 3681 3746 3834 4921 3986 4179 4429 4262 4835 6071 4844 5213 5409 4033 4183 5453 5632 7208 5845 6043 6105 6199 6714 6892
19333 8377 5934 5753 11348 11759 18908 15817 9536 2832 8286 760 8490 12445 428 3200 3814 14092 234 6006 12070 5095 2822 1412 13373 14632 4863 14430 9753 8422 11728 17525 14613 826 15158 3768 16991 13202 13604 13631 4329 15721 9542 6876 18577 5774 1210 2125 14175 4898 15576 18644 6460 17973 13342 11762 13187 1175 1508 137 8575 14879 13243 3646 3610 3210 4275 5932 7909 5761 11732 1517 1825 6493 10076 11266 1250 10293 6136 18131 9030 19058 2035 10501 5475 4002 5132 6452 4126 2423 18022 1283 8061 16919 3633 7650 2886 2173 15352 17046
checkpoints_gnp2/WannaCry_4_3_16_0.3_2000/87.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/WannaCry_4_3_16_0.3_2000/87.pkt
activation probablity: BT, # of stacks: 5, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'BT'), ('Celebrity', 'test', 'BT'), ('WannaCry', 'test', 'BT')]
Load data for test: ('Extended', 'test', 'BT')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'BT')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'BT')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_BT...
test: load Celebrity_test_BT...
test: load WannaCry_test_BT...
971 783 1225 4454 371 3927 4284 554 3850 1878 376 4630 3996 363 3944 1254 4416 1270 4959 3436 4323 3198 3741 1095 58 4960 1290 4010 2155 1591 4371 4865 915 4485 595 937 1510 2058 583 182 2177 3429 3837 5038 4221 3201 330 1587 1449 188 432 4412 5113 4724 5112 4726 2457 4616 3231 3972 1150 2908 4886 2420 2232 1647 3327 2314 3901 2867 2263 5201 2742 1096 2455 1368 4196 3356 1279 211 654 4110 2351 1800 1760 5315 2409 2599 5212 2587 3068 905 2950 142 705 3866 28 3212 1056 5339
2947 4005 3119 1489 6749 1885 86 891 1559 3512 749 1412 2814 3638 2059 5767 5281 2648 4912 315 2887 1809 1549 7247 5757 6941 343 6556 5657 5789 357 6599 1716 4763 5008 1370 2545 373 6435 901 2913 2213 3666 624 869 1124 1720 2758 4589 5472 7158 1213 2968 2995 2726 3019 4281 5861 713 1383 1335 7090 7192 1886 2182 3100 2626 1607 4678 1161 2048 2640 2820 2839 2670 3442 90 3856 3088 5327 564 3955 1365 571 2070 5321 2624 5075 669 48 4348 6084 5546 6919 825 875 1499 1376 2138 3196
19333 8377 5934 5753 11348 11759 18908 15817 9536 2832 8286 760 8490 12445 428 3200 3814 14092 234 6006 12070 5095 2822 1412 13373 14632 4863 14430 8422 9753 11728 17525 14613 15158 826 16991 3768 13202 13604 13631 4329 15721 9542 6876 18577 5774 1210 14175 2125 4898 15576 18644 6460 17973 13342 13187 1175 1508 11762 137 8575 14879 13243 3210 4275 3646 3610 5932 7909 1517 5761 11732 1825 6493 11266 10076 1250 10293 18131 6136 10501 9030 19058 5475 2035 4002 5132 6452 2423 18022 1283 4126 3633 8061 16919 2886 2173 17046 7650 15352
checkpoints_gnp2/Celebrity_4_3_16_0.3_0/93.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Celebrity_4_3_16_0.3_0/93.pkt
activation probablity: JI, # of stacks: 3, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'JI'), ('Celebrity', 'test', 'JI'), ('WannaCry', 'test', 'JI')]
Load data for test: ('Extended', 'test', 'JI')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'JI')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'JI')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_JI...
test: load Celebrity_test_JI...
test: load WannaCry_test_JI...
1225 4454 3927 783 3741 4630 371 4284 554 971 3850 1095 330 4886 3996 1150 4010 2177 1591 4416 937 1470 1290 4412 4959 1254 1878 3198 4960 4485 4323 1270 1587 376 182 363 4724 820 191 2155 915 4371 1510 2263 3436 705 4726 5113 3231 2896 1800 1449 1647 5212 2333 2058 1310 3837 1760 3901 4221 5038 58 2222 3327 3429 188 835 3201 2130 3599 3068 3181 4984 4865 2236 28 3972 2409 4669 2342 583 595 2587 1316 2430 1831 5367 3212 2742 5201 2314 142 2457 2755 1998 3944 2397 2420 3817
4005 3047 352 112 2811 1885 891 1053 86 1412 7209 2254 495 1655 2059 1808 1963 2814 3816 2714 1549 343 4763 187 4606 678 2414 2213 8 12 13 18 21 45 189 212 239 372 381 393 402 403 428 432 433 437 462 480 483 487 488 489 499 517 530 533 544 546 552 556 584 594 609 640 679 705 740 763 765 774 819 828 833 835 853 864 880 897 931 934 940 948 950 952 964 967 978 989 4 15 31 37 38 78 80 97 100 108 110 128
5934 11759 8377 4863 5753 19333 12445 3814 12070 9536 8286 428 2139 6006 15158 18908 13373 14632 2822 14092 2832 14430 2603 15817 11348 3768 18577 11728 15721 8422 19017 3200 17973 826 16991 8490 13631 4898 1175 1412 13202 13604 4329 7650 6493 2173 9542 1517 5475 3610 2035 6460 234 4002 14879 5095 3633 6876 15352 16919 4126 1713 17525 760 1987 2125 2168 1825 15934 9753 10076 8061 3210 1250 5932 2182 1869 15732 10068 4275 5761 1789 14299 3061 12455 14175 8901 9598 7915 7224 13342 12590 4983 16104 1508 5132 6136 18644 2978 18518
checkpoints_gnp2/Celebrity_4_3_16_0.3_1000/100.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Celebrity_4_3_16_0.3_1000/100.pkt
activation probablity: JI, # of stacks: 3, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'JI'), ('Celebrity', 'test', 'JI'), ('WannaCry', 'test', 'JI')]
Load data for test: ('Extended', 'test', 'JI')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'JI')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'JI')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_JI...
test: load Celebrity_test_JI...
test: load WannaCry_test_JI...
1225 4454 3927 3741 783 4630 371 4284 554 971 3850 1095 330 4886 3996 1150 4010 2177 1591 4416 937 1470 1290 4959 4412 1254 3198 1878 4960 4485 376 1587 182 4323 1270 4724 363 820 191 2155 915 4371 1510 2263 3436 4726 5113 705 3231 2896 1800 1449 1647 5212 2333 2058 1310 3837 1760 3901 4221 5038 3327 2222 58 188 3201 835 3429 3068 3599 2130 2236 3181 4984 4669 28 2409 4865 3972 583 595 1316 2342 1998 1831 2430 5367 3212 2742 142 5201 2314 2457 3944 2755 2587 2397 2420 3817
4005 3047 352 112 1885 2811 891 1053 86 1412 7209 2254 495 1655 2059 1808 1963 2814 3816 2714 1549 343 4763 187 4606 678 2414 2224 3275 2213 3321 6481 1161 869 6806 6771 2196 1104 9 5049 6184 944 1699 5546 1716 901 1489 624 4831 4033 7052 2624 2995 2114 1607 643 3906 2968 4693 1768 6214 4756 4846 1809 2182 2947 5648 553 2048 3218 4138 6756 5327 503 1335 3512 4643 5749 725 4263 5866 2082 4281 1376 3100 4678 6217 90 1213 2758 1559 3119 44 713 1499 1383 1720 825 2175 1886
5934 11759 8377 4863 5753 19333 12445 3814 12070 9536 8286 428 2139 6006 15158 18908 13373 14632 2822 14092 2832 14430 2603 15817 11348 3768 18577 11728 15721 8422 19017 3200 17973 826 16991 8490 13631 4898 1175 1412 13202 13604 4329 7650 6493 2173 9542 1517 5475 3610 234 6460 2035 4002 14879 5095 3633 15352 6876 16919 4126 1713 17525 760 1987 2168 1825 2125 9753 8061 10076 5932 1250 3210 15934 15732 2182 1869 10068 4275 1789 5761 12455 14299 14175 8901 3061 9598 7915 7224 13342 4983 18644 16104 6136 1508 5132 12590 12348 18518
checkpoints_gnp2/Celebrity_4_3_16_0.3_2000/66.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Celebrity_4_3_16_0.3_2000/66.pkt
activation probablity: JI, # of stacks: 4, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'JI'), ('Celebrity', 'test', 'JI'), ('WannaCry', 'test', 'JI')]
Load data for test: ('Extended', 'test', 'JI')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'JI')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'JI')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_JI...
test: load Celebrity_test_JI...
test: load WannaCry_test_JI...
1225 4454 3927 783 3741 4630 371 971 554 4284 3850 1095 330 4886 3996 1150 4010 2177 1591 4416 937 1470 1290 4412 4959 1254 1878 3198 4960 4485 4323 376 1270 1587 182 363 4724 820 2155 191 915 4371 1510 2263 3436 4726 705 5113 3231 2896 1800 5212 1449 1647 2333 2058 1310 3837 1760 3901 4221 5038 2222 3327 58 3429 835 188 3201 2130 3068 3599 4984 3181 2236 4865 28 3972 4669 2409 583 595 2342 1998 1316 1831 2430 5367 3212 5201 142 2742 2314 2587 2457 3944 2755 3817 2420 211
4005 3047 352 112 1885 2811 891 1053 86 1412 7209 2254 495 1655 2059 1808 1963 2814 3816 2714 1549 343 4763 187 4606 678 2414 3119 2213 3275 1161 6481 9 44 48 71 90 223 243 339 553 564 646 712 749 825 859 869 875 985 1014 1061 1104 1124 1156 1213 1283 1365 1376 1499 1698 1747 2224 2240 2247 2292 2293 2296 2388 2418 2429 2624 2922 3062 3442 3449 3514 3533 3537 3548 3695 4611 5472 6184 6248 6254 6406 6415 4589 503 571 624 636 643 662 669 689 713 725 762
5934 11759 8377 4863 5753 19333 12445 3814 12070 9536 8286 428 2139 6006 15158 18908 13373 14632 2822 14092 2832 14430 2603 15817 11348 3768 18577 11728 15721 8422 19017 3200 17973 826 16991 8490 13631 4898 1175 1412 13202 13604 4329 7650 6493 2173 9542 1517 5475 234 3610 6460 2035 4002 14879 5095 3633 6876 15352 16919 4126 1713 17525 760 1987 2168 2125 1825 9753 5932 8061 10076 1250 3210 15934 15732 1869 10068 4275 2182 5761 1789 12455 14299 3061 8901 14175 9598 7915 7224 13342 4983 16104 6136 18644 1508 12590 5132 12348 18518
checkpoints_gnp2/Extended_4_3_16_0.3_0/69.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Extended_4_3_16_0.3_0/69.pkt
activation probablity: JI, # of stacks: 3, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'JI'), ('Celebrity', 'test', 'JI'), ('WannaCry', 'test', 'JI')]
Load data for test: ('Extended', 'test', 'JI')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'JI')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'JI')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_JI...
test: load Celebrity_test_JI...
test: load WannaCry_test_JI...
1225 4454 3927 3741 783 4630 371 4284 554 971 3850 1095 330 4886 3996 1150 4010 2177 1591 4416 937 1470 1290 4412 4959 1254 1878 4960 3198 4485 4323 182 376 1270 1587 363 4724 820 191 2155 915 4371 1510 2263 3436 5113 4726 705 2896 3231 1647 1800 1449 2333 5212 2058 1310 3837 4221 5038 3901 1760 2222 3327 835 3429 58 188 3201 2130 3068 3599 4984 3181 4865 3972 2236 583 1998 28 2409 2342 595 4669 2430 1316 3212 1831 5367 5201 2587 2742 142 2755 2457 2314 3817 211 2397 3944
4005 3047 352 112 1885 2811 891 1053 86 1412 7209 2254 495 1655 2059 1808 1963 2814 3816 2714 1549 343 4763 187 4606 678 2414 90 44 71 223 339 503 564 571 624 636 643 646 669 689 712 713 725 749 762 825 859 875 985 1061 1124 1156 1213 1283 1365 1376 1383 1499 1568 1577 1677 1698 1720 1747 1801 1829 1850 1886 2048 2082 2101 2138 2170 2175 2216 2240 2292 2296 2418 2670 2892 3019 3624 3695 4033 4042 4460 4489 4589 5005 5226 5321 5327 5472 5647 5743 5866 6056 6084
5934 11759 8377 4863 5753 19333 12445 3814 12070 9536 8286 428 2139 6006 15158 18908 13373 14632 2822 14092 2832 14430 2603 15817 11348 3768 18577 11728 8422 15721 19017 3200 17973 826 16991 8490 13631 4898 1175 1412 13202 13604 4329 7650 6493 2173 9542 1517 3610 5475 2035 234 6460 4002 14879 5095 3633 6876 15352 4126 16919 1713 17525 760 1987 2125 2168 1825 9753 5932 8061 10076 1250 3210 15934 1869 2182 15732 10068 4275 1789 5761 14299 3061 12455 9598 14175 8901 13342 7915 7224 18644 6136 12590 4983 16104 1508 12348 4533 2978
checkpoints_gnp2/Extended_4_3_16_0.3_1000/92.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Extended_4_3_16_0.3_1000/92.pkt
activation probablity: JI, # of stacks: 3, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'JI'), ('Celebrity', 'test', 'JI'), ('WannaCry', 'test', 'JI')]
Load data for test: ('Extended', 'test', 'JI')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'JI')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'JI')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_JI...
test: load Celebrity_test_JI...
test: load WannaCry_test_JI...
1225 4454 3927 783 3741 4630 371 971 554 4284 3850 1095 330 4886 3996 1150 4010 2177 1591 4416 1470 937 4412 1290 4959 1254 1878 3198 4960 4485 4323 1270 1587 376 182 363 4724 820 191 2155 915 4371 1510 2263 3436 705 5113 4726 2896 3231 1800 1449 2333 1647 5212 1310 2058 3837 3901 2222 1760 5038 4221 3327 835 188 3429 58 3201 2130 3068 3599 3181 4984 2236 3972 4865 28 583 1998 2409 4669 595 2342 1316 2430 1831 5367 3212 142 5201 2314 2742 2587 2457 2755 3817 3944 2420 211
4005 3047 352 112 1885 2811 891 1053 86 1412 7209 2254 495 1655 2059 1808 1963 2814 3816 2714 1549 343 4763 187 4606 678 2414 2213 3119 2196 5049 44 48 71 90 223 339 503 553 564 571 624 646 689 712 749 762 825 859 875 944 985 1014 1061 1124 1213 1283 1335 1350 1376 1383 1489 1495 1499 1543 1568 1577 1607 1631 1677 1698 1699 1716 1720 1747 1768 1801 1809 1829 1850 1886 2048 2070 2101 2082 2170 2175 2182 2216 2224 2240 2292 2293 2296 2388 2418 2429 2467 2602 2624
5934 11759 8377 4863 5753 19333 12445 3814 12070 9536 8286 428 2139 6006 15158 13373 18908 14632 2822 14092 2832 14430 2603 15817 11348 3768 18577 15721 11728 8422 19017 3200 17973 826 16991 8490 13631 4898 1175 1412 13202 13604 4329 7650 6493 2173 9542 1517 5475 234 3610 6460 2035 4002 14879 5095 3633 15352 6876 16919 1713 4126 17525 760 1987 2168 2125 1825 5932 10076 9753 8061 3210 1250 1869 15934 15732 1789 4275 2182 10068 5761 3061 8901 12455 14299 9598 14175 7915 7224 13342 16104 4983 6136 18518 2397 18644 1508 5132 2978
checkpoints_gnp2/Extended_4_3_16_0.3_2000/93.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Extended_4_3_16_0.3_2000/93.pkt
activation probablity: JI, # of stacks: 9, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'JI'), ('Celebrity', 'test', 'JI'), ('WannaCry', 'test', 'JI')]
Load data for test: ('Extended', 'test', 'JI')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'JI')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'JI')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_JI...
test: load Celebrity_test_JI...
test: load WannaCry_test_JI...
1225 4454 3927 783 3741 4630 371 4284 554 971 3850 1095 330 4886 3996 1150 2177 4010 1591 4416 937 1470 1290 1254 4412 4959 1878 3198 4960 4485 376 4323 1587 1270 182 363 4724 2155 820 191 4371 915 1510 2263 3436 4726 705 1647 2896 3231 1800 5113 1449 5212 2333 2058 1310 3837 1760 4221 3901 188 58 2222 5038 3327 835 3429 3201 3599 3068 2130 4865 3181 4984 4669 2236 2409 3972 28 2342 595 583 2587 2430 1831 1316 5367 2742 5201 3212 2457 142 3944 2314 2755 2397 1998 5040 211
4005 3047 352 112 1885 2811 891 1053 86 1412 7209 2254 495 1655 2059 1808 1963 2814 3816 2714 1549 343 4763 187 4606 678 2414 2213 3321 2196 1161 6481 5049 6771 869 2224 6184 9 3275 1104 6806 1716 2114 944 2624 4831 624 7052 1607 2968 6214 4033 48 4756 5546 662 1768 1489 1699 3906 1543 2947 4693 7107 2995 6756 643 503 553 6599 3218 2048 901 5553 2182 5327 1677 2832 1335 4138 2758 2082 1350 2101 1809 4846 6335 2889 6217 1376 1829 762 1631 1698 3512 2293 3251 1383 2175 3666
5934 11759 8377 4863 5753 19333 12445 3814 12070 9536 8286 428 2139 6006 15158 13373 18908 14632 2822 14092 2832 14430 2603 11348 15817 3768 18577 11728 15721 8422 19017 3200 17973 826 16991 8490 13631 4898 1412 1175 13202 13604 4329 7650 6493 2173 9542 1517 5475 3610 234 2035 6460 4002 5095 14879 3633 6876 4126 15352 16919 760 1713 17525 2125 1987 1825 2168 2182 9753 3210 8061 5932 10076 15934 1250 10068 15732 1789 1869 8901 5761 4275 14299 14175 12455 9598 3061 7915 13342 5132 4983 7224 18644 1508 12590 6136 16104 8575 18518
checkpoints_gnp2/WannaCry_4_3_16_0.3_0/66.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/WannaCry_4_3_16_0.3_0/66.pkt
activation probablity: JI, # of stacks: 3, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'JI'), ('Celebrity', 'test', 'JI'), ('WannaCry', 'test', 'JI')]
Load data for test: ('Extended', 'test', 'JI')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'JI')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'JI')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_JI...
test: load Celebrity_test_JI...
test: load WannaCry_test_JI...
1225 4454 3927 783 3741 4630 371 971 554 4284 3850 1095 330 4886 3996 1150 4010 2177 1591 4416 937 1470 1290 4412 4959 1254 1878 3198 4960 4485 4323 376 1587 1270 182 363 4724 820 2155 191 915 4371 1510 2263 3436 5113 4726 705 3231 2896 1800 1647 1449 5212 2333 2058 1310 3837 3901 1760 4221 5038 3327 58 2222 3429 188 835 3201 3599 2130 3068 4984 3181 4865 2236 2409 3972 28 4669 583 595 2342 2587 1316 2430 1831 3212 5201 5367 2742 142 2457 2755 2314 1998 3944 3817 211 2420
4005 3047 352 112 1885 2811 891 1053 86 1412 7209 2254 495 1655 2059 1808 1963 2814 3816 2714 1549 343 4763 187 4606 678 2414 2213 3119 3321 869 3275 1161 6806 6481 1716 1104 2196 4039 2224 6184 9 6771 4756 5049 6248 3381 48 71 90 223 339 503 553 564 571 624 636 643 646 662 689 669 712 713 725 749 762 825 859 875 944 985 1014 1061 1124 1156 1213 1283 1335 1350 1383 1365 1376 1489 1495 1499 1699 1720 1747 1768 1801 1809 1829 1850 1886 2048 2070 2082 2101
5934 11759 8377 4863 5753 19333 12445 3814 12070 9536 8286 428 2139 6006 15158 18908 13373 14632 2822 14092 2832 14430 2603 15817 11348 18577 3768 11728 15721 8422 19017 3200 17973 826 16991 8490 13631 4898 1175 1412 13202 13604 4329 7650 6493 2173 9542 1517 5475 3610 234 6460 2035 4002 14879 5095 3633 15352 6876 4126 16919 1713 17525 760 1987 2125 2168 1825 9753 5932 8061 10076 1250 3210 15934 1869 15732 2182 10068 4275 5761 1789 8901 14299 12455 3061 14175 9598 7915 7224 13342 1508 18644 16104 4983 2397 6136 5132 12348 2978
checkpoints_gnp2/WannaCry_4_3_16_0.3_1000/76.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/WannaCry_4_3_16_0.3_1000/76.pkt
activation probablity: JI, # of stacks: 4, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'JI'), ('Celebrity', 'test', 'JI'), ('WannaCry', 'test', 'JI')]
Load data for test: ('Extended', 'test', 'JI')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'JI')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'JI')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_JI...
test: load Celebrity_test_JI...
test: load WannaCry_test_JI...
1225 4454 3927 3741 783 4630 371 4284 554 971 3850 1095 330 4886 3996 1150 4010 2177 1591 4416 937 1470 1290 4412 4959 1878 1254 3198 4960 4485 376 4323 182 1587 1270 363 4724 820 191 2155 915 4371 1510 2263 3436 705 4726 5113 3231 2896 1800 1647 5212 1449 2333 1310 2058 3837 3901 1760 5038 4221 2222 3327 58 188 835 3201 3429 2130 3068 3599 4984 3181 4865 2236 28 3972 583 2409 4669 595 1998 2342 1316 2430 1831 3212 5367 5201 142 2587 2742 2314 2755 2457 3944 3817 211 2420
4005 3047 352 112 1885 2811 891 1053 86 1412 7209 2254 495 1655 2059 1808 1963 2814 3816 2714 1549 343 4763 187 4606 678 2414 3119 2213 3275 9 44 48 71 90 223 339 503 564 571 624 636 643 646 662 689 712 725 749 825 859 869 875 944 985 1014 1061 1104 1124 1161 1156 1213 1283 1335 1365 1376 1383 1489 1495 1499 1543 1559 1568 1577 1607 1631 1720 1747 1768 1801 1809 1850 1886 2048 2070 2138 2170 2175 2182 2216 2224 2240 2247 2292 2293 2296 2388 2418 2429 2467
5934 11759 8377 4863 5753 19333 12445 3814 12070 9536 8286 428 2139 6006 15158 13373 18908 14632 2822 14092 2832 14430 2603 15817 11348 3768 18577 11728 15721 8422 19017 3200 17973 826 16991 8490 13631 4898 1175 1412 13202 13604 4329 7650 6493 2173 9542 1517 5475 3610 234 6460 2035 4002 14879 5095 3633 15352 6876 16919 4126 1713 17525 760 1987 2168 2125 1825 5932 9753 10076 8061 3210 1250 15934 1869 15732 2182 4275 10068 5761 1789 12455 3061 14299 14175 9598 8901 7915 7224 13342 16104 4983 6136 5132 1508 18644 2397 2978 12348
checkpoints_gnp2/WannaCry_4_3_16_0.3_2000/75.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/WannaCry_4_3_16_0.3_2000/75.pkt
activation probablity: JI, # of stacks: 4, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'JI'), ('Celebrity', 'test', 'JI'), ('WannaCry', 'test', 'JI')]
Load data for test: ('Extended', 'test', 'JI')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'JI')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'JI')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_JI...
test: load Celebrity_test_JI...
test: load WannaCry_test_JI...
1225 4454 3927 3741 783 4630 371 4284 554 971 3850 1095 330 4886 3996 1150 4010 2177 1591 4416 937 1470 1290 4412 4959 1254 1878 3198 4960 4485 4323 376 1587 182 1270 4724 363 820 191 2155 915 4371 1510 2263 3436 4726 705 5113 3231 2896 1800 1647 5212 1449 2333 2058 1310 3837 1760 3901 5038 4221 3327 2222 58 835 188 3201 3429 3068 2130 3599 4984 3181 2236 4865 3972 28 2409 4669 583 2342 595 1998 1316 2430 1831 5367 3212 5201 2742 142 2314 2587 2457 2755 3817 3944 2420 211
4005 3047 352 112 1885 2811 891 1053 86 1412 7209 2254 495 1655 2059 1808 1963 2814 3816 2714 1549 343 4763 187 4606 678 2414 2196 44 90 223 339 503 553 571 624 636 646 669 689 712 725 749 762 825 859 875 944 985 1014 1061 1156 1335 1350 1376 1383 1495 1499 1559 1568 1577 1631 1677 1698 1716 1720 1747 1768 1801 1809 1829 1850 2048 2070 2082 2101 2170 2175 2182 2216 2240 2247 2292 2293 2296 2388 2418 3906 3955 3964 3990 4033 4039 4042 4095 4138 4263 4281 4291 4323
5934 11759 8377 4863 5753 19333 12445 3814 12070 9536 8286 428 2139 6006 15158 18908 13373 14632 2822 14092 2832 14430 2603 15817 11348 3768 18577 11728 15721 8422 19017 3200 17973 826 16991 8490 13631 4898 1175 1412 13202 13604 4329 7650 6493 2173 9542 1517 5475 234 3610 6460 2035 4002 14879 5095 3633 6876 15352 16919 4126 1713 17525 760 1987 2168 2125 1825 5932 9753 10076 8061 1250 3210 2182 15732 15934 1869 10068 4275 5761 1789 12455 14299 3061 8901 14175 9598 7915 7224 13342 16104 6136 4983 12590 1508 18644 12348 2978 5132
checkpoints_gnp2/Celebrity_4_3_16_0.3_0/21.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Celebrity_4_3_16_0.3_0/21.pkt
activation probablity: LP, # of stacks: 7, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'LP'), ('Celebrity', 'test', 'LP'), ('WannaCry', 'test', 'LP')]
Load data for test: ('Extended', 'test', 'LP')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'LP')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'LP')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_LP...
test: load Celebrity_test_LP...
test: load WannaCry_test_LP...
1225 4454 4630 783 5040 330 4412 4323 4503 3927 3423 3385 4960 1800 5212 4886 2896 3741 1150 3817 3850 188 58 1239 1965 1878 2809 3231 1405 1095 371 3181 4485 2236 1010 820 2222 841 1449 3599 915 2970 432 1510 1470 4010 1755 2177 4284 4102 3972 1587 437 2048 4959 2786 5367 1043 181 913 1647 2314 3201 1055 4724 4669 211 3158 2263 5328 390 4510 876 44 1831 3198 191 363 1692 4742 2742 3793 4416 4554 835 3261 2420 3104 705 2397 4707 3233 4809 1254 3837 142 3280 2333 4754 3996
2254 3047 112 352 7209 495 1053 4005 2811 1655 891 1412 3275 1885 2714 2807 1963 1808 187 2059 6740 2224 3119 4185 2814 1319 6481 1699 1549 1104 643 6184 4039 5546 5648 6248 4138 624 749 3381 4222 3512 4643 4339 2670 4611 5749 2247 6900 2913 3638 1014 6415 7234 1156 3695 1559 6254 6648 564 646 725 2216 2467 3797 3908 4406 6100 5403 5685 6672 1283 1747 1568 2854 3145 3388 3533 3899 4727 2388 4489 4589 5472 7158 5746 7090 2292 3955 6127 669 6262 2892 5743 6512 6819 4910 1124 6815 5075
2139 4863 14430 6006 19017 8901 18518 5934 11348 11759 1789 721 428 15158 8286 8377 874 2603 3200 3768 17334 12445 8900 18577 6583 2886 1953 5095 2822 4983 4533 12070 5753 1713 5475 4558 13030 7915 3814 1517 8378 1175 7569 13604 8422 7650 18112 10575 9542 1412 1312 19333 17046 15721 2832 14092 18629 11728 14980 1884 234 2035 11463 826 13373 8490 13202 9505 14299 9751 4803 12162 7954 12455 16578 7675 8061 11332 7224 1987 4149 168 11795 14879 8516 2173 16725 6458 15062 10032 4343 14574 3061 5329 13428 7934 13977 9536 13061 13964
checkpoints_gnp2/Celebrity_4_3_16_0.3_1000/32.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Celebrity_4_3_16_0.3_1000/32.pkt
activation probablity: LP, # of stacks: 7, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'LP'), ('Celebrity', 'test', 'LP'), ('WannaCry', 'test', 'LP')]
Load data for test: ('Extended', 'test', 'LP')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'LP')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'LP')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_LP...
test: load Celebrity_test_LP...
test: load WannaCry_test_LP...
1225 4454 4630 783 5040 330 4412 3927 4503 3423 4277 4323 3385 5212 1800 4886 3741 1150 2896 3817 3850 188 1239 58 1965 820 2809 1405 3231 1095 4485 1878 3181 2236 1010 371 841 2222 1449 3599 915 2970 1510 4284 4010 432 1470 1755 2177 4102 5367 2048 3972 2786 4959 1587 1043 191 181 1647 437 3201 1055 4724 2314 913 2263 5328 211 4510 876 44 1831 506 3158 390 4669 4416 5146 1692 363 835 2742 3793 3261 705 4554 1254 1591 2420 3104 2397 2333 3233 1804 142 4809 3280 3837 2441
2254 3047 112 352 7209 495 1053 4005 2811 1655 891 1412 1885 2714 1963 1808 187 2059 3275 5049 2814 3321 2224 4763 2213 1549 1716 4039 6214 3381 6771 3906 6248 6481 4756 1829 1677 624 749 4611 2670 2247 3638 1495 5472 3019 4589 7158 7070 662 48 1124 2913 5746 646 2216 2467 3797 3908 4406 5403 5685 6672 2388 4489 2922 5743 7107 7090 4910 6815 1283 1747 5075 2854 3145 3388 3533 3899 4222 1156 2138 4323 669 3695 6254 6648 1768 3955 4727 6127 3514 5370 4687 6512 6819 7234 6465 44 2925
2139 4863 14430 6006 19017 8901 8488 11348 5934 11759 1789 14632 2182 15158 8377 8286 874 3768 3200 2603 17334 12445 14643 6583 2822 2886 18577 5095 4983 1953 12070 4533 5753 1713 5475 4558 8378 7915 3814 13030 1517 1175 13604 8422 7569 2832 10575 18112 9542 1312 7650 15721 1412 14092 18629 19333 17046 1884 234 11728 14980 826 11463 2035 9505 13373 7954 13202 8490 14299 9751 14914 4803 8061 16578 12455 11332 7675 11795 7224 168 4149 1987 9536 2173 14879 16725 4343 15062 7934 3061 13428 13977 14574 8516 6458 5329 13061 10032 5932
checkpoints_gnp2/Celebrity_4_3_16_0.3_2000/62.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Celebrity_4_3_16_0.3_2000/62.pkt
activation probablity: LP, # of stacks: 7, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'LP'), ('Celebrity', 'test', 'LP'), ('WannaCry', 'test', 'LP')]
Load data for test: ('Extended', 'test', 'LP')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'LP')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'LP')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_LP...
test: load Celebrity_test_LP...
test: load WannaCry_test_LP...
1225 4454 4630 783 5040 330 4412 3927 4503 4323 3423 4277 3385 1800 5212 4886 3741 2896 1150 3817 3850 188 918 58 1965 820 2809 3231 1405 1095 2236 3181 4485 1878 1010 371 2222 841 3599 1449 2970 915 432 1755 4010 1510 1470 4102 390 1587 2786 3972 2177 2048 4959 5367 181 1043 3201 437 913 4724 1055 2314 1647 211 2263 5328 4510 3996 4669 191 876 3158 44 1831 506 363 5146 1692 4416 4284 2742 3793 3261 835 2420 3104 705 1804 2397 3233 3837 4809 142 1254 5147 3280 2333 2441
2254 112 3047 352 7209 495 1053 4005 2811 1655 891 1412 2714 1885 1963 187 1808 2059 3275 2814 5049 1549 2224 4763 2196 944 5553 1699 1104 6214 643 3906 3964 5546 2048 4033 4756 1376 4138 6184 3512 725 4643 4263 5749 2624 4039 1607 4281 4831 2892 5648 624 7052 44 825 1124 1335 1365 3638 5472 6771 2758 3314 3218 2995 6217 6035 4678 2175 2602 2820 3514 4687 4589 4802 6465 6067 503 7158 4222 1850 90 662 48 339 646 4454 3100 1383 5818 2170 1283 2216 2467 1543 3797 875 3908 1747
2139 4863 14430 6006 19017 8901 5934 8488 11348 11759 1789 721 2182 15158 8377 8286 874 2603 3768 3200 12445 17334 8900 2822 6583 5095 5753 2886 4983 1953 12070 4533 18577 1713 5475 4558 3814 8378 7915 1517 13030 1175 2832 7569 8422 10575 9542 13604 19333 18112 16259 14092 15721 1412 7650 1312 17046 1884 234 2035 14980 7954 9505 18629 826 13373 11463 13202 8490 14299 9751 12455 14914 4803 11332 7675 16578 8061 7224 11795 16725 168 4149 9536 1987 14879 2173 15062 8516 6458 3061 14574 13061 13977 7934 17525 10032 4343 15934 13964
checkpoints_gnp2/Extended_4_3_16_0.3_0/81.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Extended_4_3_16_0.3_0/81.pkt
activation probablity: LP, # of stacks: 7, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'LP'), ('Celebrity', 'test', 'LP'), ('WannaCry', 'test', 'LP')]
Load data for test: ('Extended', 'test', 'LP')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'LP')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'LP')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_LP...
test: load Celebrity_test_LP...
test: load WannaCry_test_LP...
1225 4454 4630 783 5040 4323 4412 330 4503 3423 4277 3927 3385 1800 5212 1150 3741 4886 2896 3817 3850 1239 188 58 1965 1878 2809 1095 1405 3231 4485 3181 2236 371 1010 1470 2177 2094 3599 2222 4284 1449 820 2970 432 915 4010 1755 3972 4102 1510 1587 2048 4959 181 2786 390 1647 4669 1043 5367 3201 1055 4554 211 4724 2314 913 437 4510 2263 5328 4416 506 3158 876 363 1831 44 1310 1692 3793 2742 5146 835 3261 1254 1266 191 3837 2333 1316 1591 3104 2397 981 705 2420 1804 3233
2254 3047 112 352 7209 495 1053 4005 2811 1655 891 1412 2714 1885 1963 187 1808 2059 3119 2814 3275 1549 2224 4763 1161 3638 4589 5472 7158 4039 1156 3695 6254 646 1014 6648 2388 4489 7090 6415 2216 1283 2467 3797 2247 1747 3908 4406 3955 5403 5685 6672 2854 1568 3145 3388 6900 3533 669 3899 5746 4611 5075 5743 4727 4910 6127 6262 3155 6512 6815 6819 712 1124 2138 48 4769 5185 5226 5302 564 662 859 2913 3196 5370 6100 3990 636 44 3992 4222 571 2977 3217 3514 3088 4042 3666 4687
2139 4863 14430 6006 19017 8901 8488 5934 11348 11759 1789 14632 428 15158 8377 8286 874 3768 2603 3200 17334 12445 14643 5753 2822 6583 2886 5095 4983 1953 12070 4533 2832 1713 4558 5475 7569 18577 3814 13030 1517 1175 7915 8378 7510 19333 13604 17046 14092 10575 9542 18112 1412 15721 7650 18629 234 1312 2035 1884 9505 14980 826 11728 8490 13373 7954 11463 13202 9751 14299 14914 11332 9536 4803 16578 8516 8061 2173 7675 12455 7224 168 11795 4149 3061 1987 14879 1508 5932 6458 14118 13061 16725 12024 14574 15062 7934 5329 13977
checkpoints_gnp2/Extended_4_3_16_0.3_1000/93.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Extended_4_3_16_0.3_1000/93.pkt
activation probablity: LP, # of stacks: 6, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'LP'), ('Celebrity', 'test', 'LP'), ('WannaCry', 'test', 'LP')]
Load data for test: ('Extended', 'test', 'LP')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'LP')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'LP')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_LP...
test: load Celebrity_test_LP...
test: load WannaCry_test_LP...
1225 4454 4630 783 5040 330 4412 4323 4503 3927 4277 3423 3385 1800 4886 5212 3741 3850 1150 3817 2896 188 1239 58 1965 2809 820 3231 1405 1095 2236 4485 3181 1878 1010 371 2970 841 596 2222 3599 915 432 390 1755 1510 4010 4102 2177 2786 1587 3972 2048 1470 4959 5367 181 1043 4669 3201 2314 1055 4724 1647 913 437 211 2263 5328 876 4510 3158 1831 44 506 3996 191 5146 1692 363 2742 4416 3793 3261 835 1254 2420 4284 3104 705 2397 4707 3233 2333 4809 3280 142 4147 4554 2441
2254 3047 112 352 7209 495 1053 4005 2811 1655 891 1412 2714 1885 1963 187 1808 2059 2814 2224 5049 1549 4756 2213 4763 6184 6481 3638 5472 4589 7158 1124 4222 1699 2913 7234 662 48 646 2216 3880 2467 3797 3908 4406 5403 5685 5743 6672 2922 4323 2388 4489 4687 4910 5746 1283 1747 6465 6815 2854 1768 3145 3388 3533 3899 7107 2292 1543 4727 6127 5226 6512 6819 5370 712 3514 636 2240 4802 1161 5302 2138 2977 3217 5648 4291 6067 4454 4769 4757 5185 2602 859 2170 6406 6754 7070 1213 3088
2139 4863 14430 6006 19017 8901 8488 11348 5934 11759 1789 721 2182 15158 8286 8377 874 3200 3768 2603 17334 12445 14643 6583 2822 5095 9598 1953 4983 18577 12070 4533 1713 5753 7915 5475 4558 8378 13030 3814 1517 7569 1175 10575 7510 13604 9542 7650 18112 18629 16259 1412 14092 1312 15721 2832 9505 234 1884 19333 17046 14980 826 11463 2035 13373 13202 8490 14299 9751 7954 4803 14914 7224 11332 16578 7675 8061 12455 8516 16725 11795 168 10032 9536 14879 1987 15062 4149 4343 2173 5329 3063 6458 7934 3061 13977 13061 13428 15934
checkpoints_gnp2/Extended_4_3_16_0.3_2000/98.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/Extended_4_3_16_0.3_2000/98.pkt
activation probablity: LP, # of stacks: 6, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'LP'), ('Celebrity', 'test', 'LP'), ('WannaCry', 'test', 'LP')]
Load data for test: ('Extended', 'test', 'LP')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'LP')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'LP')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_LP...
test: load Celebrity_test_LP...
test: load WannaCry_test_LP...
1225 4454 4630 5040 783 4323 4412 330 4503 3927 3423 4960 3385 1800 4886 1150 5212 2896 3741 3817 3850 188 58 1965 820 1239 2809 1095 1405 3231 2222 1010 2236 3181 1878 4485 371 2177 841 3599 1510 1449 915 4284 432 2970 1755 4010 1470 4102 2786 1587 2048 4669 3972 4959 390 5367 181 1043 3201 2314 1055 913 437 4724 1647 506 191 3158 2263 5328 4510 211 3996 876 4416 1831 44 5146 1692 835 363 2742 3793 2333 3261 4554 705 1591 3104 4754 3233 2420 2397 142 4707 4809 2441 3280
2254 3047 112 352 7209 495 1053 4005 2811 1655 891 1412 2714 1885 1963 1808 187 2059 3321 2196 2814 6552 1104 1549 944 2213 5553 3314 503 3964 4339 3548 869 4775 71 5245 689 3409 3537 3624 5647 6427 5005 5298 2296 6056 5746 1577 2429 4561 1829 4284 223 636 2977 3217 6406 712 4769 5185 5226 5302 2292 3990 4727 2418 6127 6512 6819 2758 1283 1747 2854 3145 4910 6815 3388 3533 3899 646 2216 2467 3797 3908 4406 2048 4291 5403 5685 6672 6754 1335 339 2388 4489 1809 6217 4222 6857 859
2139 4863 14430 19017 6006 8901 18518 5934 11348 11759 1789 14632 2182 8377 15158 8286 2603 874 3768 3200 8900 17334 12445 18577 6583 2886 5753 2822 1953 4983 4533 12070 1713 5095 7915 5475 2832 4558 3814 8378 1517 7569 1175 13604 13030 10575 7510 17046 7650 19333 14092 9542 18112 1412 15721 1312 18629 234 2035 11728 1884 826 7954 14980 13373 11463 9505 13202 8490 14299 9536 9751 4803 12162 11332 16725 16578 8061 7675 2173 8516 7224 12455 168 3063 1987 11795 7934 14879 4149 15062 14118 3061 5932 13061 1508 6458 5329 13977 733
checkpoints_gnp2/WannaCry_4_3_16_0.3_0/51.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/WannaCry_4_3_16_0.3_0/51.pkt
activation probablity: LP, # of stacks: 5, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'LP'), ('Celebrity', 'test', 'LP'), ('WannaCry', 'test', 'LP')]
Load data for test: ('Extended', 'test', 'LP')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'LP')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'LP')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_LP...
test: load Celebrity_test_LP...
test: load WannaCry_test_LP...
1225 4454 4630 783 5040 4412 330 4323 4960 4503 3423 3927 3385 1800 4886 2896 5212 3741 1150 3850 3817 188 58 1239 1965 1878 2809 3231 1095 1405 820 2236 4485 3181 1010 371 2970 2222 841 596 3599 915 1510 432 1755 4010 4102 2177 390 3972 2786 5367 2048 1470 4959 1647 4669 913 1587 181 2314 1043 3201 1055 437 4724 506 3158 211 4510 2263 5328 876 191 1831 4554 3996 363 44 1692 5146 4416 3793 2742 3261 4284 835 2420 402 3104 3837 3233 4707 2397 705 837 4809 142 1254 3280
2254 112 3047 352 7209 495 1053 4005 2811 1655 891 1412 2714 1885 1963 187 1808 6749 2059 2814 4763 1549 624 3314 4138 5749 4339 3548 3964 3906 3381 4775 5298 6857 71 689 2296 4611 749 2247 869 1156 4589 3638 5472 646 2216 2467 3797 7158 1124 5743 3908 4406 5403 5685 6672 2138 5746 2388 2892 3514 3695 5075 4489 44 1365 2922 6254 4042 6648 4323 1283 4687 7090 6465 1747 2854 3145 3388 3533 3899 4727 6127 6512 6819 3955 859 3196 712 3990 4769 5185 5226 5302 4802 5370 1014 6067 4910
2139 4863 14430 19017 6006 8901 18518 5934 11348 11759 1789 14632 428 15158 8286 8377 874 2603 3200 3768 17334 12445 14643 2822 18577 6583 9598 5095 4983 4533 1953 12070 1713 7915 19333 5475 4558 7569 8378 13604 13030 3814 1517 7650 1175 10575 18629 8422 18112 9542 2832 1412 14092 15721 1312 826 234 1884 7954 2035 9505 11463 14980 17046 5753 13373 11728 8490 13202 9751 14299 4803 12455 14914 8516 8061 16578 7675 11332 16725 7224 1987 11795 168 2173 4149 4343 7934 14879 15062 9536 3063 14118 3061 13061 5329 13964 5932 6458 13977
checkpoints_gnp2/WannaCry_4_3_16_0.3_1000/29.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/WannaCry_4_3_16_0.3_1000/29.pkt
activation probablity: LP, # of stacks: 5, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'LP'), ('Celebrity', 'test', 'LP'), ('WannaCry', 'test', 'LP')]
Load data for test: ('Extended', 'test', 'LP')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'LP')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'LP')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_LP...
test: load Celebrity_test_LP...
test: load WannaCry_test_LP...
1225 4454 4630 783 5040 4412 4323 330 4503 4960 3927 3423 3385 1800 4886 5212 2896 3741 1150 3850 3817 188 58 1239 1965 2809 1878 3231 1405 1095 2236 4485 3181 1010 820 371 2222 841 3599 1449 915 1510 2970 432 1755 2177 4010 4284 1470 4102 2786 3972 5367 2048 4959 4669 1647 181 1587 913 1043 2314 3201 1055 4724 390 437 3158 211 2263 5328 4510 876 506 191 1831 44 4416 1692 5146 2742 363 3793 835 3261 4554 2420 3996 3233 3104 2397 4707 402 1254 705 3280 4809 142 3837 2441
2254 3047 112 352 7209 495 1053 4005 2811 1655 891 1412 2714 1885 1963 187 1808 2059 2814 1549 4763 3638 4589 5472 7158 1124 1156 3695 4042 646 2216 2467 3514 4687 6465 3797 2388 3908 4406 5403 5685 6672 4489 5746 2922 662 2602 1283 4802 1747 2854 3145 6067 3388 3533 3899 2240 48 4095 4910 6815 4454 5743 6035 3155 4727 6127 6512 6819 2170 712 4769 5185 5226 5302 1850 7107 2925 1061 4831 2726 3196 3955 7090 5818 4757 859 875 1809 3990 1543 6254 6648 6415 2247 6900 669 1014 4291 6754
2139 4863 14430 6006 19017 8901 8488 11348 5934 11759 1789 14632 428 15158 8286 8377 874 2603 3200 3768 17334 12445 14643 2822 6583 9598 4983 1953 5095 4533 18577 12070 1713 7915 5753 5475 8378 4558 13604 7569 3814 13030 1517 1175 18629 7510 10575 7650 17046 18112 9542 2832 1312 14092 1412 15721 234 1884 826 11463 9505 19333 2035 14980 11728 13373 8490 13202 9751 14299 4803 7954 12162 11332 8516 7224 8061 16578 1987 7675 12455 11795 4149 2173 9536 168 15062 14879 10032 7934 16725 1508 5329 3063 3061 2978 6458 13061 13428 13977
checkpoints_gnp2/WannaCry_4_3_16_0.3_2000/29.pkt
input_dim: 4, hidden_dim: 16, layer_num: 3
checkpoint_path: checkpoints_gnp2/WannaCry_4_3_16_0.3_2000/29.pkt
activation probablity: LP, # of stacks: 5, modeltype: 2
gpu id: 0
test_labels: [('Extended', 'test', 'LP'), ('Celebrity', 'test', 'LP'), ('WannaCry', 'test', 'LP')]
Load data for test: ('Extended', 'test', 'LP')
(2000, 5413) (2000, 5413)
(2000, 5413) (2000, 5413)
Load data for test: ('Celebrity', 'test', 'LP')
(2000, 7336) (2000, 7336)
(2000, 7336) (2000, 7336)
Load data for test: ('WannaCry', 'test', 'LP')
(2000, 19381) (2000, 19381)
(2000, 19381) (2000, 19381)
test: load Extended_test_LP...
test: load Celebrity_test_LP...
test: load WannaCry_test_LP...
1225 4454 4630 783 5040 330 4412 4323 4960 4503 3927 3423 3385 1800 4886 5212 3741 1150 2896 3817 3850 188 58 1239 1965 1878 2809 3231 1095 1405 820 4485 2236 3181 1010 371 2222 2970 841 3599 1449 915 1510 1755 432 4010 4284 1470 4102 2177 3972 2786 1587 2048 4959 181 1647 5367 2314 4669 1043 1055 3201 913 4724 211 3158 4510 437 191 506 2263 5328 876 1831 390 4416 1692 44 5146 835 363 2742 3793 3261 4554 3996 2420 402 3104 3233 705 4707 1254 2397 1316 3837 142 4809 1266
2254 3047 112 352 7209 495 1053 4005 2811 1655 891 1412 2714 1885 1963 187 1808 2059 2814 4763 1549 3321 2196 6214 3906 1716 643 5553 944 3314 6806 624 6771 4039 9 6335 3381 5546 762 1829 4339 1698 3548 2082 3964 4138 3512 2101 6756 3218 3666 5747 1631 3992 6248 2670 749 6857 2247 3155 7234 4589 7158 3638 5472 5743 646 5746 2216 1124 662 1283 2388 2467 3797 3908 4406 4489 5403 5685 6672 4910 1747 2854 48 3145 3388 712 3533 3899 6815 2922 4727 636 6127 1156 6512 3514 3955 4769
2139 4863 14430 6006 19017 8901 18518 5934 11348 11759 1789 14632 428 15158 8286 8377 874 2603 3768 3200 17334 12445 8900 2822 6583 9598 18577 4983 1953 1713 5753 12070 5095 4533 7915 5475 8378 4558 3814 1517 13030 7569 13604 1175 7650 10575 2832 8422 19333 9542 18629 18112 14092 1312 15721 1412 17046 1884 9505 234 11463 2035 11728 14980 826 7954 13373 13202 8490 14299 9751 4803 14914 12455 11332 8061 7675 16725 16578 7224 11795 1987 8516 168 2173 4149 9536 14879 15062 10032 3063 4343 5932 5329 13061 3061 6458 7934 13977 2978
