dchaplinsky
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Upload 4 files
Browse files- final-model.pt +3 -0
- loss.tsv +147 -0
- test.tsv +0 -0
- training.log +0 -0
final-model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5ef80551ce108503c57f05be749a1fd7771dbdc72ec7827e2a6929cd828683a5
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size 72941948
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loss.tsv
ADDED
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EPOCH TIMESTAMP BAD_EPOCHS LEARNING_RATE TRAIN_LOSS TEST_LOSS TEST_PRECISION TEST_RECALL TEST_F1 TEST_ACCURACY
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1 13:03:03 0 0.1000 0.20889944094093138 0.13904191553592682 0.5203 0.586 0.5512 0.4231
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2 13:05:35 0 0.1000 0.09916004563562686 0.08393135666847229 0.7602 0.719 0.739 0.6314
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3 13:08:06 0 0.1000 0.07184391846852026 0.06586140394210815 0.8018 0.7744 0.7879 0.7035
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5 |
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4 13:10:38 0 0.1000 0.06076159177109779 0.061087507754564285 0.8334 0.7659 0.7982 0.7098
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6 |
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5 13:13:10 0 0.1000 0.053495196407816074 0.045144665986299515 0.8118 0.8078 0.8098 0.7416
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7 |
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6 13:15:42 0 0.1000 0.04913160857513135 0.03993703052401543 0.8273 0.8058 0.8164 0.7457
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8 |
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7 13:18:13 0 0.1000 0.0459354422527514 0.0414385087788105 0.8295 0.7957 0.8123 0.739
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9 |
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8 13:20:45 0 0.1000 0.044192812159913095 0.0352301225066185 0.8366 0.8236 0.8301 0.7614
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10 |
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9 13:23:16 0 0.1000 0.04092736881848986 0.035973258316516876 0.8312 0.836 0.8336 0.7654
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11 |
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10 13:25:48 0 0.1000 0.03884542083072157 0.03315580636262894 0.8274 0.8341 0.8307 0.7645
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12 |
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11 13:28:19 0 0.1000 0.03768060164966265 0.03283185511827469 0.8181 0.8244 0.8212 0.7537
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13 |
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12 13:30:51 0 0.1000 0.037159615949849435 0.037361979484558105 0.8369 0.8132 0.8248 0.7541
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14 |
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13 13:33:23 0 0.1000 0.036553805390362674 0.03093760274350643 0.8281 0.8271 0.8276 0.76
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15 |
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14 13:35:55 0 0.1000 0.03409024704336024 0.032740455120801926 0.8389 0.8376 0.8382 0.7712
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16 |
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15 13:38:25 0 0.1000 0.03254335763519217 0.03659946471452713 0.8505 0.8291 0.8396 0.7722
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16 13:40:56 0 0.1000 0.03239944667466863 0.03419892117381096 0.8437 0.8391 0.8414 0.7757
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18 |
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17 13:43:27 0 0.1000 0.032385941324132056 0.032121315598487854 0.809 0.8194 0.8142 0.7478
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19 |
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18 13:45:59 0 0.1000 0.030921032977306803 0.03097383677959442 0.8358 0.8364 0.8361 0.7735
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20 |
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19 13:48:31 0 0.1000 0.03035249478599035 0.031058575958013535 0.84 0.8322 0.8361 0.7712
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20 13:51:01 1 0.1000 0.03043545248981019 0.035328544676303864 0.84 0.8384 0.8392 0.7717
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22 |
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21 13:53:32 2 0.1000 0.030832396904943396 0.029285110533237457 0.8393 0.8399 0.8396 0.7767
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22 13:56:02 0 0.1000 0.029349536792776732 0.031731970608234406 0.8509 0.8407 0.8458 0.7847
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23 13:58:33 0 0.1000 0.029158502448231982 0.029490221291780472 0.8439 0.8488 0.8464 0.7872
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24 14:01:03 0 0.1000 0.028096915146004084 0.03052011877298355 0.8413 0.8442 0.8427 0.7801
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25 14:03:34 1 0.1000 0.02838446945163226 0.029107416048645973 0.836 0.8419 0.8389 0.7765
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26 14:06:05 0 0.1000 0.0280326536090357 0.028921490535140038 0.8474 0.8523 0.8499 0.793
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27 14:08:36 0 0.1000 0.027934198819234014 0.02727373316884041 0.8557 0.8434 0.8495 0.789
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28 14:11:07 0 0.1000 0.026652945398678317 0.029852760955691338 0.8325 0.8419 0.8372 0.7754
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29 14:13:39 0 0.1000 0.026465350066068403 0.02927403524518013 0.8316 0.8574 0.8443 0.78
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30 14:16:11 0 0.1000 0.025688056467813112 0.030005231499671936 0.8535 0.8512 0.8523 0.7905
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31 14:18:41 1 0.1000 0.02598388531915212 0.029843807220458984 0.8269 0.8275 0.8272 0.7636
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32 14:21:12 0 0.1000 0.025554534830017576 0.032904475927352905 0.8472 0.836 0.8416 0.7795
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123 18:10:53 1 0.0016 0.014707300588000908 0.03187215328216553 0.8563 0.8519 0.8541 0.797
|
125 |
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124 18:13:24 2 0.0016 0.014103169545970694 0.03188449889421463 0.8554 0.8531 0.8543 0.798
|
126 |
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125 18:15:56 3 0.0016 0.014171845199331283 0.03190324455499649 0.8558 0.8531 0.8544 0.798
|
127 |
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126 18:18:27 4 0.0016 0.01449939109186894 0.031878840178251266 0.856 0.8527 0.8544 0.7977
|
128 |
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127 18:20:59 1 0.0008 0.01413782728073795 0.031853314489126205 0.856 0.8523 0.8541 0.7973
|
129 |
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128 18:23:31 2 0.0008 0.014871668747873842 0.0317995622754097 0.8564 0.8527 0.8545 0.7977
|
130 |
+
129 18:26:03 3 0.0008 0.015939688048273244 0.031778719276189804 0.8567 0.8527 0.8547 0.7983
|
131 |
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130 18:28:33 0 0.0008 0.013955024417353861 0.031718671321868896 0.8567 0.8527 0.8547 0.798
|
132 |
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131 18:31:04 0 0.0008 0.013837341305902216 0.03182306885719299 0.8573 0.8519 0.8546 0.7981
|
133 |
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132 18:33:37 1 0.0008 0.01477617310787655 0.03184701129794121 0.8573 0.8519 0.8546 0.7981
|
134 |
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133 18:36:09 2 0.0008 0.015143000022245915 0.03188365697860718 0.8573 0.8519 0.8546 0.7981
|
135 |
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134 18:38:41 3 0.0008 0.014157369358396277 0.03192955255508423 0.8565 0.8512 0.8538 0.7974
|
136 |
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135 18:41:13 4 0.0008 0.01520012207200432 0.031969308853149414 0.8572 0.8516 0.8544 0.798
|
137 |
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136 18:43:46 1 0.0004 0.014043878888507406 0.0319695845246315 0.8576 0.8523 0.855 0.7985
|
138 |
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137 18:46:18 2 0.0004 0.014499135780607231 0.03197849541902542 0.8576 0.8519 0.8548 0.7984
|
139 |
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138 18:48:50 0 0.0004 0.013740513740889018 0.03200221434235573 0.8576 0.8519 0.8548 0.7984
|
140 |
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139 18:51:23 1 0.0004 0.014204072863053353 0.03198350593447685 0.8572 0.8516 0.8544 0.798
|
141 |
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140 18:53:56 2 0.0004 0.014627200524688636 0.03198152035474777 0.8576 0.8519 0.8548 0.7984
|
142 |
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141 18:56:26 3 0.0004 0.014092987855895286 0.032018985599279404 0.8572 0.8516 0.8544 0.798
|
143 |
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142 18:58:59 4 0.0004 0.014203694510219734 0.03204723075032234 0.8571 0.8512 0.8541 0.7977
|
144 |
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143 19:01:32 1 0.0002 0.014522307584636853 0.03204527124762535 0.8572 0.8516 0.8544 0.798
|
145 |
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144 19:04:04 2 0.0002 0.014140638780656054 0.03205322101712227 0.8572 0.8516 0.8544 0.798
|
146 |
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145 19:06:35 3 0.0002 0.014507198079606518 0.03206166997551918 0.8572 0.8516 0.8544 0.798
|
147 |
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146 19:09:06 4 0.0002 0.01404878209514795 0.032056890428066254 0.8572 0.8516 0.8544 0.798
|
test.tsv
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training.log
ADDED
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