diff --git a/.gitignore b/.gitignore index 069fa69..b199a8a 100644 --- a/.gitignore +++ b/.gitignore @@ -13,5 +13,4 @@ elsahar19_rca/__pycache__/* .coverage scp_sync.py out/* -output/* -*.log \ No newline at end of file +output/* \ No newline at end of file diff --git a/quacc.log b/quacc.log new file mode 100644 index 0000000..05509a0 --- /dev/null +++ b/quacc.log @@ -0,0 +1,1443 @@ +---------------------------------------------------------------------------------------------------- +30/10/23 14:14:05| INFO: dataset imdb +---------------------------------------------------------------------------------------------------- +30/10/23 14:14:24| INFO: dataset imdb +30/10/23 14:14:31| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 14:14:35| WARNING: Method ref failed. Exception: 'dict' object has no attribute 'Keys' +30/10/23 14:14:35| WARNING: Method atc_mc failed. Exception: 'dict' object has no attribute 'Keys' +30/10/23 14:14:35| WARNING: Method atc_ne failed. Exception: 'dict' object has no attribute 'Keys' +30/10/23 14:14:42| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:14:52| WARNING: Method mul_sld failed. Exception: 'dict' object has no attribute 'Keys' +30/10/23 14:14:52| INFO: Dataset sample 0.90 of dataset imdb finished [took 21.1198s] +30/10/23 14:14:52| WARNING: Dataset sample 0.90 of dataset imdb failed. Exception: No objects to concatenate +30/10/23 14:14:52| ERROR: Configuration imdb_1prevs failed. Exception: 'module' object is not callable +30/10/23 14:14:52| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 14:16:15| INFO: dataset imdb +30/10/23 14:16:22| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 14:16:34| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:16:36| INFO: ref finished [took 11.6636s] +30/10/23 14:16:39| INFO: atc_mc finished [took 14.8672s] +30/10/23 14:16:39| INFO: atc_ne finished [took 14.8614s] +30/10/23 14:16:49| INFO: mul_sld finished [took 24.6212s] +30/10/23 14:16:49| INFO: Dataset sample 0.90 of dataset imdb finished [took 26.7805s] +30/10/23 14:16:49| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 14:17:02| INFO: ref finished [took 13.0129s] +30/10/23 14:17:06| INFO: atc_mc finished [took 16.0277s] +30/10/23 14:17:06| INFO: atc_ne finished [took 16.1381s] +30/10/23 14:17:17| INFO: mul_sld finished [took 28.1917s] +30/10/23 14:17:23| INFO: mul_sld_bcts finished [took 33.5628s] +30/10/23 14:17:23| INFO: Dataset sample 0.80 of dataset imdb finished [took 34.3680s] +30/10/23 14:17:23| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 14:17:36| INFO: ref finished [took 12.5930s] +30/10/23 14:17:40| INFO: atc_mc finished [took 16.1461s] +30/10/23 14:17:40| INFO: atc_ne finished [took 16.1788s] +30/10/23 14:17:52| INFO: mul_sld finished [took 28.5367s] +30/10/23 14:18:00| INFO: mul_sld_bcts finished [took 36.0452s] +30/10/23 14:18:00| INFO: Dataset sample 0.50 of dataset imdb finished [took 36.7488s] +30/10/23 14:18:00| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 14:18:13| INFO: ref finished [took 12.3910s] +30/10/23 14:18:17| INFO: atc_mc finished [took 15.8804s] +30/10/23 14:18:17| INFO: atc_ne finished [took 15.7115s] +30/10/23 14:18:32| INFO: mul_sld_bcts finished [took 31.9997s] +30/10/23 14:18:34| INFO: mul_sld finished [took 33.3735s] +30/10/23 14:18:34| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.9557s] +30/10/23 14:18:34| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 14:18:44| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:18:46| INFO: ref finished [took 11.7451s] +30/10/23 14:18:50| INFO: atc_mc finished [took 15.2294s] +30/10/23 14:18:50| INFO: atc_ne finished [took 15.1239s] +30/10/23 14:18:55| INFO: mul_sld finished [took 21.3092s] +30/10/23 14:18:55| INFO: Dataset sample 0.10 of dataset imdb finished [took 21.7186s] +30/10/23 14:18:55| ERROR: Configuration imdb_1prevs failed. Exception: 'mul_sld_bcts' +30/10/23 14:18:55| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 14:32:36| INFO: dataset imdb +30/10/23 14:32:43| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 14:32:56| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:32:58| INFO: ref finished [took 12.0197s] +30/10/23 14:33:01| INFO: atc_mc finished [took 15.0884s] +30/10/23 14:33:01| INFO: atc_ne finished [took 15.0503s] +30/10/23 14:33:10| INFO: mul_sld finished [took 24.4470s] +30/10/23 14:33:10| INFO: Dataset sample 0.90 of dataset imdb finished [took 26.6099s] +30/10/23 14:33:10| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 14:33:23| INFO: ref finished [took 12.1812s] +30/10/23 14:33:27| INFO: atc_mc finished [took 15.5589s] +30/10/23 14:33:27| INFO: atc_ne finished [took 15.5283s] +30/10/23 14:33:38| INFO: mul_sld finished [took 27.1282s] +30/10/23 14:33:44| INFO: mul_sld_bcts finished [took 33.1098s] +30/10/23 14:33:44| INFO: Dataset sample 0.80 of dataset imdb finished [took 33.9196s] +30/10/23 14:33:44| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 14:33:57| INFO: ref finished [took 12.5959s] +30/10/23 14:34:01| INFO: atc_mc finished [took 15.9389s] +30/10/23 14:34:01| INFO: atc_ne finished [took 16.0795s] +30/10/23 14:34:13| INFO: mul_sld finished [took 28.1568s] +30/10/23 14:34:20| INFO: mul_sld_bcts finished [took 35.7147s] +30/10/23 14:34:20| INFO: Dataset sample 0.50 of dataset imdb finished [took 36.3828s] +30/10/23 14:34:20| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 14:34:33| INFO: ref finished [took 12.2399s] +30/10/23 14:34:37| INFO: atc_mc finished [took 15.4570s] +30/10/23 14:34:37| INFO: atc_ne finished [took 15.5302s] +30/10/23 14:34:52| INFO: mul_sld_bcts finished [took 31.1972s] +30/10/23 14:34:54| INFO: mul_sld finished [took 32.9409s] +30/10/23 14:34:54| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.5034s] +30/10/23 14:34:54| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 14:35:04| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:35:06| INFO: ref finished [took 11.6742s] +30/10/23 14:35:09| INFO: atc_mc finished [took 14.8324s] +30/10/23 14:35:10| INFO: atc_ne finished [took 14.8661s] +30/10/23 14:35:15| INFO: mul_sld finished [took 21.1356s] +30/10/23 14:35:15| INFO: Dataset sample 0.10 of dataset imdb finished [took 21.5814s] +30/10/23 14:35:15| ERROR: Configuration imdb_1prevs failed. Exception: ('acc', None) +30/10/23 14:35:15| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 14:37:47| INFO: dataset imdb +30/10/23 14:37:54| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 14:38:07| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:38:09| INFO: ref finished [took 12.0443s] +30/10/23 14:38:12| INFO: atc_mc finished [took 14.8929s] +30/10/23 14:38:12| INFO: atc_ne finished [took 15.0431s] +30/10/23 14:38:21| INFO: mul_sld finished [took 24.7987s] +30/10/23 14:38:21| INFO: Dataset sample 0.90 of dataset imdb finished [took 27.0182s] +30/10/23 14:38:21| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 14:38:35| INFO: ref finished [took 12.4504s] +30/10/23 14:38:38| INFO: atc_mc finished [took 16.1560s] +30/10/23 14:38:39| INFO: atc_ne finished [took 16.1785s] +30/10/23 14:38:49| INFO: mul_sld finished [took 27.0617s] +30/10/23 14:38:55| INFO: mul_sld_bcts finished [took 32.7384s] +30/10/23 14:38:55| INFO: Dataset sample 0.80 of dataset imdb finished [took 33.5347s] +30/10/23 14:38:55| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 14:39:08| INFO: ref finished [took 12.4381s] +30/10/23 14:39:11| INFO: atc_mc finished [took 15.6709s] +30/10/23 14:39:11| INFO: atc_ne finished [took 15.7319s] +30/10/23 14:39:23| INFO: mul_sld finished [took 27.9301s] +30/10/23 14:39:31| INFO: mul_sld_bcts finished [took 35.5094s] +30/10/23 14:39:31| INFO: Dataset sample 0.50 of dataset imdb finished [took 36.1333s] +30/10/23 14:39:31| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 14:39:44| INFO: ref finished [took 12.0382s] +30/10/23 14:39:47| INFO: atc_mc finished [took 15.0164s] +30/10/23 14:39:47| INFO: atc_ne finished [took 15.1080s] +30/10/23 14:40:02| INFO: mul_sld_bcts finished [took 30.9659s] +30/10/23 14:40:04| INFO: mul_sld finished [took 32.9418s] +30/10/23 14:40:04| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.4681s] +30/10/23 14:40:04| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 14:40:14| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:40:17| INFO: ref finished [took 11.8501s] +30/10/23 14:40:20| INFO: atc_mc finished [took 14.8473s] +30/10/23 14:40:21| INFO: atc_ne finished [took 15.2000s] +30/10/23 14:40:26| INFO: mul_sld finished [took 21.4799s] +30/10/23 14:40:26| INFO: Dataset sample 0.10 of dataset imdb finished [took 21.9220s] +30/10/23 14:40:26| ERROR: Configuration imdb_1prevs failed. Exception: NDFrame.droplevel() got an unexpected keyword argument 'index' +30/10/23 14:40:26| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 14:42:13| INFO: dataset imdb +30/10/23 14:42:20| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 14:42:33| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:42:34| INFO: ref finished [took 12.1951s] +30/10/23 14:42:38| INFO: atc_ne finished [took 15.3431s] +30/10/23 14:42:38| INFO: atc_mc finished [took 15.4508s] +30/10/23 14:42:47| INFO: mul_sld finished [took 25.0246s] +30/10/23 14:42:47| INFO: Dataset sample 0.90 of dataset imdb finished [took 27.1381s] +30/10/23 14:42:47| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 14:43:00| INFO: ref finished [took 12.3269s] +30/10/23 14:43:04| INFO: atc_ne finished [took 15.9216s] +30/10/23 14:43:04| INFO: atc_mc finished [took 16.1140s] +30/10/23 14:43:16| INFO: mul_sld finished [took 28.0575s] +30/10/23 14:43:22| INFO: mul_sld_bcts finished [took 33.9201s] +30/10/23 14:43:22| INFO: Dataset sample 0.80 of dataset imdb finished [took 34.7703s] +30/10/23 14:43:22| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 14:43:35| INFO: ref finished [took 12.6508s] +30/10/23 14:43:39| INFO: atc_mc finished [took 16.0527s] +30/10/23 14:43:39| INFO: atc_ne finished [took 16.0515s] +30/10/23 14:43:50| INFO: mul_sld finished [took 28.1061s] +30/10/23 14:43:57| INFO: mul_sld_bcts finished [took 34.9278s] +30/10/23 14:43:57| INFO: Dataset sample 0.50 of dataset imdb finished [took 35.6587s] +30/10/23 14:43:57| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 14:44:10| INFO: ref finished [took 12.0801s] +30/10/23 14:44:14| INFO: atc_mc finished [took 15.4685s] +30/10/23 14:44:14| INFO: atc_ne finished [took 15.4165s] +30/10/23 14:44:29| INFO: mul_sld_bcts finished [took 31.5628s] +30/10/23 14:44:31| INFO: mul_sld finished [took 33.3113s] +30/10/23 14:44:31| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.8828s] +30/10/23 14:44:31| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 14:44:41| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:44:44| INFO: ref finished [took 11.6822s] +30/10/23 14:44:47| INFO: atc_mc finished [took 14.8091s] +30/10/23 14:44:47| INFO: atc_ne finished [took 14.7900s] +30/10/23 14:44:53| INFO: mul_sld finished [took 21.0390s] +30/10/23 14:44:53| INFO: Dataset sample 0.10 of dataset imdb finished [took 21.4515s] +30/10/23 14:44:53| ERROR: Configuration imdb_1prevs failed. Exception: 'function' object has no attribute 'index' +30/10/23 14:44:53| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 14:46:34| INFO: dataset imdb +30/10/23 14:46:41| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 14:46:54| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:46:56| INFO: ref finished [took 12.5001s] +30/10/23 14:46:59| INFO: atc_mc finished [took 15.5415s] +30/10/23 14:46:59| INFO: atc_ne finished [took 15.6358s] +30/10/23 14:47:08| INFO: mul_sld finished [took 24.5102s] +30/10/23 14:47:08| INFO: Dataset sample 0.90 of dataset imdb finished [took 26.5553s] +30/10/23 14:47:08| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 14:47:21| INFO: ref finished [took 12.0997s] +30/10/23 14:47:24| INFO: atc_mc finished [took 15.4285s] +30/10/23 14:47:24| INFO: atc_ne finished [took 15.5599s] +30/10/23 14:47:36| INFO: mul_sld finished [took 27.6146s] +30/10/23 14:47:43| INFO: mul_sld_bcts finished [took 34.2610s] +30/10/23 14:47:43| INFO: Dataset sample 0.80 of dataset imdb finished [took 35.0096s] +30/10/23 14:47:43| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 14:47:56| INFO: ref finished [took 12.1238s] +30/10/23 14:48:00| INFO: atc_mc finished [took 15.6990s] +30/10/23 14:48:00| INFO: atc_ne finished [took 15.8708s] +30/10/23 14:48:11| INFO: mul_sld finished [took 28.0048s] +30/10/23 14:48:20| INFO: mul_sld_bcts finished [took 36.1524s] +30/10/23 14:48:20| INFO: Dataset sample 0.50 of dataset imdb finished [took 36.8480s] +30/10/23 14:48:20| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 14:48:32| INFO: ref finished [took 11.3690s] +30/10/23 14:48:35| INFO: atc_mc finished [took 14.3092s] +30/10/23 14:48:35| INFO: atc_ne finished [took 14.4043s] +30/10/23 14:48:51| INFO: mul_sld_bcts finished [took 30.2595s] +30/10/23 14:48:52| INFO: mul_sld finished [took 31.4270s] +30/10/23 14:48:52| INFO: Dataset sample 0.20 of dataset imdb finished [took 31.9598s] +30/10/23 14:48:52| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 14:49:02| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 14:49:04| INFO: ref finished [took 12.1449s] +30/10/23 14:49:08| INFO: atc_mc finished [took 15.0332s] +30/10/23 14:49:08| INFO: atc_ne finished [took 15.3463s] +30/10/23 14:49:13| INFO: mul_sld finished [took 21.2802s] +30/10/23 14:49:13| INFO: Dataset sample 0.10 of dataset imdb finished [took 21.7079s] +30/10/23 14:49:14| ERROR: Configuration imdb_1prevs failed. Exception: unsupported operand type(s) for -: 'list' and 'list' +30/10/23 14:49:14| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 15:10:08| INFO: dataset imdb +30/10/23 15:10:14| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 15:10:26| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 15:10:27| INFO: ref finished [took 10.8100s] +30/10/23 15:10:30| INFO: atc_mc finished [took 13.5996s] +30/10/23 15:10:30| INFO: atc_ne finished [took 13.6110s] +30/10/23 15:10:39| INFO: mul_sld finished [took 22.7361s] +30/10/23 15:10:39| INFO: Dataset sample 0.90 of dataset imdb finished [took 24.8056s] +30/10/23 15:10:39| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 15:10:51| INFO: ref finished [took 10.9293s] +30/10/23 15:10:54| INFO: atc_mc finished [took 13.8377s] +30/10/23 15:10:54| INFO: atc_ne finished [took 13.9983s] +30/10/23 15:11:05| INFO: mul_sld finished [took 25.1977s] +30/10/23 15:11:11| INFO: mul_sld_bcts finished [took 31.1124s] +30/10/23 15:11:11| INFO: Dataset sample 0.80 of dataset imdb finished [took 31.8294s] +30/10/23 15:11:11| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 15:11:23| INFO: ref finished [took 11.0056s] +30/10/23 15:11:26| INFO: atc_mc finished [took 14.3946s] +30/10/23 15:11:27| INFO: atc_ne finished [took 14.6355s] +30/10/23 15:11:38| INFO: mul_sld finished [took 26.2697s] +30/10/23 15:11:45| INFO: mul_sld_bcts finished [took 33.8992s] +30/10/23 15:11:45| INFO: Dataset sample 0.50 of dataset imdb finished [took 34.4963s] +30/10/23 15:11:45| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 15:11:57| INFO: ref finished [took 10.9836s] +30/10/23 15:12:00| INFO: atc_mc finished [took 13.8378s] +30/10/23 15:12:00| INFO: atc_ne finished [took 13.8318s] +30/10/23 15:12:16| INFO: mul_sld_bcts finished [took 29.9813s] +30/10/23 15:12:17| INFO: mul_sld finished [took 30.7175s] +30/10/23 15:12:17| INFO: Dataset sample 0.20 of dataset imdb finished [took 31.2508s] +30/10/23 15:12:17| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 15:12:26| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 15:12:28| INFO: ref finished [took 10.4376s] +30/10/23 15:12:31| INFO: atc_ne finished [took 13.3510s] +30/10/23 15:12:31| INFO: atc_mc finished [took 13.5172s] +30/10/23 15:12:37| INFO: mul_sld finished [took 19.7440s] +30/10/23 15:12:37| INFO: Dataset sample 0.10 of dataset imdb finished [took 20.1519s] +30/10/23 15:12:37| ERROR: Configuration imdb_1prevs failed. Exception: ufunc 'isfinite' not supported for the input types, and the inputs could not be safely coerced to any supported types according to the casting rule ''safe'' +30/10/23 15:12:37| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 17:12:41| INFO: dataset imdb +30/10/23 17:12:48| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 17:13:01| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 17:13:03| INFO: ref finished [took 12.6699s] +30/10/23 17:13:07| INFO: atc_ne finished [took 15.6073s] +30/10/23 17:13:07| INFO: atc_mc finished [took 15.6695s] +30/10/23 17:13:15| INFO: mul_sld finished [took 24.8617s] +30/10/23 17:13:15| INFO: Dataset sample 0.90 of dataset imdb finished [took 27.6018s] +30/10/23 17:13:15| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 17:13:29| INFO: ref finished [took 12.6205s] +30/10/23 17:13:33| INFO: atc_mc finished [took 16.2005s] +30/10/23 17:13:33| INFO: atc_ne finished [took 16.2091s] +30/10/23 17:13:43| INFO: mul_sld finished [took 27.1113s] +30/10/23 17:13:49| INFO: mul_sld_bcts finished [took 33.3939s] +30/10/23 17:13:49| INFO: Dataset sample 0.80 of dataset imdb finished [took 34.1222s] +30/10/23 17:13:49| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 17:14:04| INFO: ref finished [took 13.2345s] +30/10/23 17:14:07| INFO: atc_mc finished [took 16.5475s] +30/10/23 17:14:07| INFO: atc_ne finished [took 16.6557s] +30/10/23 17:14:19| INFO: mul_sld finished [took 28.8817s] +30/10/23 17:14:27| INFO: mul_sld_bcts finished [took 36.5726s] +30/10/23 17:14:27| INFO: Dataset sample 0.50 of dataset imdb finished [took 37.2057s] +30/10/23 17:14:27| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 17:14:39| INFO: ref finished [took 11.7051s] +30/10/23 17:14:42| INFO: atc_mc finished [took 14.8335s] +30/10/23 17:14:43| INFO: atc_ne finished [took 15.0826s] +30/10/23 17:14:59| INFO: mul_sld_bcts finished [took 31.7685s] +30/10/23 17:15:00| INFO: mul_sld finished [took 33.2861s] +30/10/23 17:15:00| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.8225s] +30/10/23 17:15:00| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 17:15:11| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 17:15:13| INFO: ref finished [took 12.0927s] +30/10/23 17:15:17| INFO: atc_mc finished [took 15.4201s] +30/10/23 17:15:17| INFO: atc_ne finished [took 15.5212s] +30/10/23 17:15:23| INFO: mul_sld finished [took 21.7236s] +30/10/23 17:15:23| INFO: Dataset sample 0.10 of dataset imdb finished [took 22.2065s] +30/10/23 17:15:23| ERROR: Configuration imdb_1prevs failed. Exception: operands could not be broadcast together with shapes (0,) (0,21) +30/10/23 17:15:23| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 17:16:39| INFO: dataset imdb +30/10/23 17:16:46| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 17:16:58| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 17:17:00| INFO: ref finished [took 11.7575s] +30/10/23 17:17:03| INFO: atc_ne finished [took 14.7709s] +30/10/23 17:17:03| INFO: atc_mc finished [took 14.8925s] +30/10/23 17:17:12| INFO: mul_sld finished [took 23.7037s] +30/10/23 17:17:12| INFO: Dataset sample 0.90 of dataset imdb finished [took 25.8491s] +30/10/23 17:17:12| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 17:17:25| INFO: ref finished [took 12.2081s] +30/10/23 17:17:28| INFO: atc_ne finished [took 15.3145s] +30/10/23 17:17:28| INFO: atc_mc finished [took 15.5166s] +30/10/23 17:17:39| INFO: mul_sld finished [took 26.7520s] +30/10/23 17:17:45| INFO: mul_sld_bcts finished [took 32.0850s] +30/10/23 17:17:45| INFO: Dataset sample 0.80 of dataset imdb finished [took 32.8702s] +30/10/23 17:17:45| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 17:17:57| INFO: ref finished [took 11.9494s] +30/10/23 17:18:01| INFO: atc_mc finished [took 15.3034s] +30/10/23 17:18:01| INFO: atc_ne finished [took 15.3254s] +30/10/23 17:18:12| INFO: mul_sld finished [took 27.2902s] +30/10/23 17:18:20| INFO: mul_sld_bcts finished [took 34.4237s] +30/10/23 17:18:20| INFO: Dataset sample 0.50 of dataset imdb finished [took 35.1216s] +30/10/23 17:18:20| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 17:18:32| INFO: ref finished [took 11.7945s] +30/10/23 17:18:35| INFO: atc_mc finished [took 14.9218s] +30/10/23 17:18:36| INFO: atc_ne finished [took 14.9745s] +30/10/23 17:18:51| INFO: mul_sld_bcts finished [took 30.7287s] +30/10/23 17:18:53| INFO: mul_sld finished [took 32.5641s] +30/10/23 17:18:53| INFO: Dataset sample 0.20 of dataset imdb finished [took 33.0982s] +30/10/23 17:18:53| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 17:19:02| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 17:19:05| INFO: ref finished [took 11.4568s] +30/10/23 17:19:08| INFO: atc_mc finished [took 14.4778s] +30/10/23 17:19:08| INFO: atc_ne finished [took 14.5099s] +30/10/23 17:19:14| INFO: mul_sld finished [took 20.5183s] +30/10/23 17:19:14| INFO: Dataset sample 0.10 of dataset imdb finished [took 20.9251s] +30/10/23 17:19:14| ERROR: Configuration imdb_1prevs failed. Exception: operands could not be broadcast together with shapes (0,) (0,21) +30/10/23 17:19:14| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +---------------------------------------------------------------------------------------------------- +---------------------------------------------------------------------------------------------------- +---------------------------------------------------------------------------------------------------- +---------------------------------------------------------------------------------------------------- +---------------------------------------------------------------------------------------------------- +---------------------------------------------------------------------------------------------------- +---------------------------------------------------------------------------------------------------- +---------------------------------------------------------------------------------------------------- +---------------------------------------------------------------------------------------------------- +---------------------------------------------------------------------------------------------------- +30/10/23 19:57:49| INFO: dataset imdb +30/10/23 19:58:00| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 19:58:11| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 19:58:22| INFO: ref finished [took 20.9010s] +30/10/23 19:58:29| INFO: atc_ne finished [took 27.8453s] +30/10/23 19:58:29| INFO: atc_mc finished [took 28.1079s] +30/10/23 19:58:37| INFO: mul_sld finished [took 36.1699s] +30/10/23 19:58:37| INFO: Dataset sample 0.90 of dataset imdb finished [took 36.7140s] +30/10/23 19:58:37| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 19:59:01| INFO: ref finished [took 23.2803s] +30/10/23 19:59:09| INFO: atc_ne finished [took 31.1099s] +30/10/23 19:59:09| INFO: atc_mc finished [took 31.5916s] +30/10/23 19:59:19| INFO: mul_sld finished [took 41.5113s] +30/10/23 19:59:24| INFO: mul_sld_bcts finished [took 46.6603s] +30/10/23 19:59:24| INFO: Dataset sample 0.80 of dataset imdb finished [took 47.4989s] +30/10/23 19:59:24| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 19:59:49| INFO: ref finished [took 23.6312s] +30/10/23 19:59:57| INFO: atc_ne finished [took 31.5195s] +30/10/23 19:59:57| INFO: atc_mc finished [took 31.8197s] +30/10/23 20:00:08| INFO: mul_sld finished [took 42.8675s] +30/10/23 20:00:15| INFO: mul_sld_bcts finished [took 50.5527s] +30/10/23 20:00:16| INFO: Dataset sample 0.50 of dataset imdb finished [took 51.3659s] +30/10/23 20:00:16| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 20:00:41| INFO: ref finished [took 24.2178s] +30/10/23 20:00:48| INFO: atc_mc finished [took 31.9886s] +30/10/23 20:00:49| INFO: atc_ne finished [took 32.1537s] +30/10/23 20:01:03| INFO: mul_sld_bcts finished [took 46.2477s] +30/10/23 20:01:07| INFO: mul_sld finished [took 50.8912s] +30/10/23 20:01:07| INFO: Dataset sample 0.20 of dataset imdb finished [took 51.4589s] +30/10/23 20:01:07| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 20:01:18| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 20:01:30| INFO: ref finished [took 22.6404s] +30/10/23 20:01:38| INFO: atc_mc finished [took 29.8371s] +30/10/23 20:01:38| INFO: atc_ne finished [took 30.2098s] +30/10/23 20:01:41| INFO: mul_sld finished [took 33.6271s] +30/10/23 20:01:41| INFO: Dataset sample 0.10 of dataset imdb finished [took 34.1993s] +30/10/23 20:01:42| ERROR: Configuration imdb_1prevs failed. Exception: operands could not be broadcast together with shapes (0,) (0,21) +30/10/23 20:01:42| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 20:05:04| INFO: dataset imdb +30/10/23 20:05:14| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 20:05:26| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 20:05:38| INFO: ref finished [took 22.7241s] +30/10/23 20:05:45| INFO: atc_mc finished [took 29.9191s] +30/10/23 20:05:45| INFO: atc_ne finished [took 29.8405s] +30/10/23 20:05:52| INFO: mul_sld finished [took 37.4045s] +30/10/23 20:05:52| INFO: Dataset sample 0.90 of dataset imdb finished [took 37.9554s] +30/10/23 20:05:52| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 20:06:17| INFO: ref finished [took 23.2465s] +30/10/23 20:06:25| INFO: atc_ne finished [took 31.0138s] +30/10/23 20:06:25| INFO: atc_mc finished [took 31.1341s] +30/10/23 20:06:34| INFO: mul_sld finished [took 40.8777s] +30/10/23 20:06:40| INFO: mul_sld_bcts finished [took 46.7083s] +30/10/23 20:06:40| INFO: Dataset sample 0.80 of dataset imdb finished [took 47.5062s] +30/10/23 20:06:40| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 20:07:05| INFO: ref finished [took 24.3375s] +30/10/23 20:07:15| INFO: atc_mc finished [took 33.8014s] +30/10/23 20:07:15| INFO: atc_ne finished [took 33.7355s] +30/10/23 20:07:25| INFO: mul_sld finished [took 44.2891s] +30/10/23 20:07:32| INFO: mul_sld_bcts finished [took 51.2404s] +30/10/23 20:07:32| INFO: Dataset sample 0.50 of dataset imdb finished [took 51.9917s] +30/10/23 20:07:32| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 20:07:55| INFO: ref finished [took 21.6828s] +30/10/23 20:08:01| INFO: atc_mc finished [took 28.2369s] +30/10/23 20:08:01| INFO: atc_ne finished [took 28.4328s] +30/10/23 20:08:15| INFO: mul_sld_bcts finished [took 41.9176s] +30/10/23 20:08:18| INFO: mul_sld finished [took 45.4999s] +30/10/23 20:08:18| INFO: Dataset sample 0.20 of dataset imdb finished [took 46.0301s] +30/10/23 20:08:18| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 20:08:28| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 20:08:38| INFO: ref finished [took 19.4082s] +30/10/23 20:08:45| INFO: atc_mc finished [took 26.2343s] +30/10/23 20:08:45| INFO: atc_ne finished [took 26.2322s] +30/10/23 20:08:48| INFO: mul_sld finished [took 29.8392s] +30/10/23 20:08:48| INFO: Dataset sample 0.10 of dataset imdb finished [took 30.3563s] +---------------------------------------------------------------------------------------------------- +30/10/23 20:29:28| INFO: dataset imdb +30/10/23 20:29:38| INFO: Dataset sample 0.50 of dataset imdb started + 30/10/23 20:29:59| INFO: ref finished [took 19.1581s] + 30/10/23 20:30:06| INFO: atc_mc finished [took 26.3398s] + 30/10/23 20:30:07| INFO: atc_ne finished [took 26.4359s] +30/10/23 20:30:07| INFO: Dataset sample 0.50 of dataset imdb finished [took 28.7984s] +---------------------------------------------------------------------------------------------------- +30/10/23 20:31:50| INFO: dataset imdb +30/10/23 20:32:00| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 20:33:59|INFO: ref finished [took 118.1306s] +---------------------------------------------------------------------------------------------------- +30/10/23 20:36:06| INFO: dataset imdb +30/10/23 20:36:17| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 20:38:52|WARNING: Method ref failed. Exception: "['acc_score' 'f1_score' 'ref'] not in index" +30/10/23 20:41:28|WARNING: Method atc_mc failed. Exception: "['acc' 'acc_score' 'atc_mc' 'f1' 'f1_score'] not in index" +30/10/23 20:41:32|WARNING: Method atc_ne failed. Exception: "['acc' 'acc_score' 'atc_ne' 'f1' 'f1_score'] not in index" +30/10/23 20:41:32| INFO: Dataset sample 0.50 of dataset imdb finished [took 315.4626s] +30/10/23 20:41:32| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate +30/10/23 20:41:32| ERROR: Configuration imdb_1prevs failed. Exception: 'module' object is not callable +30/10/23 20:41:32| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 20:41:43| INFO: dataset imdb +30/10/23 20:41:54| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 20:42:26| WARNING: Method ref failed. Exception: Shape of passed values is (2, 1), indices imply (1, 2) +30/10/23 20:43:01| WARNING: Method atc_mc failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4) +30/10/23 20:43:08| WARNING: Method atc_ne failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4) +30/10/23 20:43:08| INFO: Dataset sample 0.50 of dataset imdb finished [took 73.6011s] +30/10/23 20:43:08| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate +30/10/23 20:43:08| ERROR: Configuration imdb_1prevs failed. Exception: 'module' object is not callable +30/10/23 20:43:08| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 20:44:25| INFO: dataset imdb +30/10/23 20:44:35| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 20:44:37| WARNING: Method ref failed. Exception: Shape of passed values is (2, 1), indices imply (1, 2) +30/10/23 20:44:37| WARNING: Method atc_mc failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4) +30/10/23 20:44:38| WARNING: Method atc_ne failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4) +30/10/23 20:44:38| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.6758s] +30/10/23 20:44:38| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate +30/10/23 20:44:38| ERROR: Configuration imdb_1prevs failed. Exception: 'module' object is not callable +30/10/23 20:44:38| ERROR: estimate comparison failed. Exceprion: 'module' object is not callable +---------------------------------------------------------------------------------------------------- +30/10/23 20:47:08| INFO: dataset imdb +30/10/23 20:47:18| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 20:47:20| WARNING: Method ref failed. Exception: Shape of passed values is (2, 1), indices imply (1, 2) +30/10/23 20:47:21| WARNING: Method atc_mc failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4) +30/10/23 20:47:21| WARNING: Method atc_ne failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4) +30/10/23 20:47:21| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.6147s] +30/10/23 20:47:21| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate +30/10/23 20:47:21| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +30/10/23 20:50:07| INFO: dataset imdb +30/10/23 20:50:17| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 20:50:19| WARNING: Method ref failed. Exception: Shape of passed values is (2, 1), indices imply (1, 2) +30/10/23 20:50:20| WARNING: Method atc_mc failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4) +30/10/23 20:50:20| WARNING: Method atc_ne failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4) +30/10/23 20:50:20| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.5897s] +30/10/23 20:50:20| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate +30/10/23 20:50:20| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +30/10/23 20:51:29| INFO: dataset imdb +30/10/23 20:51:39| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 20:51:42| WARNING: Method ref failed. Exception: Shape of passed values is (2, 1), indices imply (1, 2) +30/10/23 20:51:42| WARNING: Method atc_mc failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4) +30/10/23 20:51:42| WARNING: Method atc_ne failed. Exception: Shape of passed values is (4, 1), indices imply (1, 4) +30/10/23 20:51:42| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.5821s] +30/10/23 20:51:42| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate +30/10/23 20:51:42| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +30/10/23 20:56:28| INFO: dataset imdb +30/10/23 20:56:38| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 20:56:40| WARNING: Method ref failed. Exception: cannot reshape array of size 1 into shape (1,2) +30/10/23 20:56:40| WARNING: Method atc_mc failed. Exception: cannot reshape array of size 1 into shape (1,4) +30/10/23 20:56:40| WARNING: Method atc_ne failed. Exception: cannot reshape array of size 1 into shape (1,4) +30/10/23 20:56:40| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.6150s] +30/10/23 20:56:40| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate +30/10/23 20:56:40| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +30/10/23 20:57:13| INFO: dataset imdb +30/10/23 20:57:23| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 20:59:40| WARNING: Method ref failed. Exception: cannot reshape array of size 1 into shape (1,2) +30/10/23 20:59:51| WARNING: Method atc_mc failed. Exception: cannot reshape array of size 1 into shape (1,4) +30/10/23 20:59:52| WARNING: Method atc_ne failed. Exception: cannot reshape array of size 1 into shape (1,4) +30/10/23 20:59:52| INFO: Dataset sample 0.50 of dataset imdb finished [took 149.2395s] +30/10/23 20:59:52| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate +30/10/23 20:59:52| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +30/10/23 21:00:04| INFO: dataset imdb +30/10/23 21:00:14| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:01:33| INFO: ref finished [took 78.2917s] +30/10/23 21:01:42| INFO: atc_mc finished [took 86.9003s] +---------------------------------------------------------------------------------------------------- +30/10/23 21:01:59| INFO: dataset imdb +30/10/23 21:02:09| INFO: Dataset sample 0.50 of dataset imdb started +---------------------------------------------------------------------------------------------------- +30/10/23 21:04:09| INFO: dataset imdb +30/10/23 21:04:19| INFO: Dataset sample 0.50 of dataset imdb started +---------------------------------------------------------------------------------------------------- +30/10/23 21:06:25| INFO: dataset imdb +30/10/23 21:06:35| INFO: Dataset sample 0.50 of dataset imdb started +---------------------------------------------------------------------------------------------------- +30/10/23 21:07:33| INFO: dataset imdb +30/10/23 21:07:43| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:07:45| WARNING: Method ref failed. Exception: setting an array element with a sequence. +30/10/23 21:07:45| WARNING: Method atc_mc failed. Exception: setting an array element with a sequence. +30/10/23 21:07:45| WARNING: Method atc_ne failed. Exception: setting an array element with a sequence. +30/10/23 21:07:45| INFO: Dataset sample 0.50 of dataset imdb finished [took 2.5382s] +30/10/23 21:07:45| WARNING: Dataset sample 0.50 of dataset imdb failed. Exception: No objects to concatenate +30/10/23 21:07:45| ERROR: Configuration imdb_1prevs failed. Exception: No objects to concatenate +---------------------------------------------------------------------------------------------------- +30/10/23 21:09:07| INFO: dataset imdb +30/10/23 21:09:16| INFO: Dataset sample 0.50 of dataset imdb started +---------------------------------------------------------------------------------------------------- +30/10/23 21:10:48| INFO: dataset imdb +30/10/23 21:10:58| INFO: Dataset sample 0.50 of dataset imdb started +---------------------------------------------------------------------------------------------------- +30/10/23 21:18:53| INFO: dataset imdb +30/10/23 21:19:03| INFO: Dataset sample 0.50 of dataset imdb started +---------------------------------------------------------------------------------------------------- +30/10/23 21:22:03| INFO: dataset imdb +30/10/23 21:22:12| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:22:31| INFO: ref finished [took 17.0861s] +30/10/23 21:22:37| INFO: atc_mc finished [took 23.6279s] +30/10/23 21:22:38| INFO: atc_ne finished [took 23.7395s] +30/10/23 21:22:38| INFO: Dataset sample 0.50 of dataset imdb finished [took 25.2007s] +---------------------------------------------------------------------------------------------------- +30/10/23 21:29:55| INFO: dataset imdb +30/10/23 21:30:05| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:30:23| INFO: ref finished [took 16.7801s] +30/10/23 21:30:30| INFO: atc_mc finished [took 23.5645s] +30/10/23 21:30:30| INFO: atc_ne finished [took 23.5639s] +30/10/23 21:30:30| INFO: Dataset sample 0.50 of dataset imdb finished [took 25.0459s] +---------------------------------------------------------------------------------------------------- +30/10/23 21:33:45| INFO: dataset imdb +30/10/23 21:33:55| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:34:13| INFO: ref finished [took 17.0169s] +30/10/23 21:34:20| INFO: atc_mc finished [took 23.4725s] +30/10/23 21:34:20| INFO: atc_ne finished [took 23.5928s] +30/10/23 21:34:20| INFO: Dataset sample 0.50 of dataset imdb finished [took 24.9542s] +---------------------------------------------------------------------------------------------------- +30/10/23 21:37:32| INFO: dataset imdb +30/10/23 21:37:39| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:37:49| INFO: ref finished [took 8.9050s] +30/10/23 21:37:52| INFO: atc_mc finished [took 11.7412s] +30/10/23 21:37:52| INFO: atc_ne finished [took 11.7256s] +30/10/23 21:37:52| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.9758s] +30/10/23 21:37:53| ERROR: Configuration imdb_1prevs failed. Exception: only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices +---------------------------------------------------------------------------------------------------- +30/10/23 21:39:14| INFO: dataset imdb +30/10/23 21:39:21| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:39:31| INFO: ref finished [took 8.5615s] +30/10/23 21:39:34| INFO: atc_mc finished [took 11.4156s] +30/10/23 21:39:34| INFO: atc_ne finished [took 11.4156s] +30/10/23 21:39:34| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.7024s] +30/10/23 21:39:35| ERROR: Configuration imdb_1prevs failed. Exception: only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices +---------------------------------------------------------------------------------------------------- +30/10/23 21:40:51| INFO: dataset imdb +30/10/23 21:41:01| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:41:19| INFO: ref finished [took 16.7164s] +30/10/23 21:41:26| INFO: atc_mc finished [took 23.3181s] +30/10/23 21:41:26| INFO: atc_ne finished [took 23.4811s] +30/10/23 21:41:26| INFO: Dataset sample 0.50 of dataset imdb finished [took 24.9698s] +---------------------------------------------------------------------------------------------------- +30/10/23 21:43:25| INFO: dataset imdb +30/10/23 21:43:35| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:43:53| INFO: ref finished [took 16.9333s] +30/10/23 21:44:00| INFO: atc_mc finished [took 23.4183s] +30/10/23 21:44:00| INFO: atc_ne finished [took 23.4274s] +30/10/23 21:44:00| INFO: Dataset sample 0.50 of dataset imdb finished [took 24.9308s] +30/10/23 21:44:19| ERROR: Configuration imdb_1prevs failed. Exception: only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices +---------------------------------------------------------------------------------------------------- +30/10/23 21:45:16| INFO: dataset imdb +30/10/23 21:45:26| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:45:44| INFO: ref finished [took 17.6768s] +30/10/23 21:45:51| INFO: atc_mc finished [took 24.3756s] +30/10/23 21:45:52| INFO: atc_ne finished [took 24.5307s] +30/10/23 21:45:52| INFO: Dataset sample 0.50 of dataset imdb finished [took 25.8971s] +---------------------------------------------------------------------------------------------------- +30/10/23 21:48:20| INFO: dataset imdb +30/10/23 21:48:27| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:48:36| INFO: ref finished [took 8.6456s] +30/10/23 21:48:39| INFO: atc_mc finished [took 11.2686s] +30/10/23 21:48:39| INFO: atc_ne finished [took 11.3112s] +30/10/23 21:48:39| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.5747s] +30/10/23 21:48:40| ERROR: Configuration imdb_1prevs failed. Exception: NDFrame.droplevel() got an unexpected keyword argument 'index' +---------------------------------------------------------------------------------------------------- +30/10/23 21:49:49| INFO: dataset imdb +30/10/23 21:49:55| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:50:05| INFO: ref finished [took 8.6556s] +30/10/23 21:50:08| INFO: atc_mc finished [took 11.6953s] +30/10/23 21:50:08| INFO: atc_ne finished [took 11.6000s] +30/10/23 21:50:08| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.8578s] +30/10/23 21:50:09| ERROR: Configuration imdb_1prevs failed. Exception: 'NoneType' object has no attribute 'groupby' +---------------------------------------------------------------------------------------------------- +30/10/23 21:50:57| INFO: dataset imdb +30/10/23 21:51:07| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:51:25| INFO: ref finished [took 17.0426s] +30/10/23 21:51:31| INFO: atc_mc finished [took 23.5734s] +30/10/23 21:51:31| INFO: atc_ne finished [took 23.5276s] +30/10/23 21:51:31| INFO: Dataset sample 0.50 of dataset imdb finished [took 24.8200s] +---------------------------------------------------------------------------------------------------- +30/10/23 21:55:21| INFO: dataset imdb +30/10/23 21:55:27| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:55:37| INFO: ref finished [took 8.8453s] +30/10/23 21:55:40| INFO: atc_mc finished [took 11.5585s] +30/10/23 21:55:40| INFO: atc_ne finished [took 11.5871s] +30/10/23 21:55:40| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.8416s] +30/10/23 21:55:41| ERROR: Configuration imdb_1prevs failed. Exception: 'DatasetReport' object has no attribute 'fit_scores' +---------------------------------------------------------------------------------------------------- +30/10/23 21:57:00| INFO: dataset imdb +30/10/23 21:57:06| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:57:16| INFO: ref finished [took 8.5540s] +30/10/23 21:57:19| INFO: atc_mc finished [took 11.4482s] +30/10/23 21:57:19| INFO: atc_ne finished [took 11.5399s] +30/10/23 21:57:19| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.7681s] +30/10/23 21:57:20| ERROR: Configuration imdb_1prevs failed. Exception: 'DatasetReport' object has no attribute 'fit_scores' +---------------------------------------------------------------------------------------------------- +30/10/23 21:57:38| INFO: dataset imdb +30/10/23 21:57:45| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 21:57:55| INFO: ref finished [took 8.7982s] +30/10/23 21:57:58| INFO: atc_mc finished [took 11.4787s] +30/10/23 21:57:58| INFO: atc_ne finished [took 11.5419s] +30/10/23 21:57:58| INFO: Dataset sample 0.50 of dataset imdb finished [took 12.8803s] +---------------------------------------------------------------------------------------------------- +30/10/23 22:00:05| INFO: dataset imdb +30/10/23 22:00:12| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 22:00:21| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 22:00:22| INFO: ref finished [took 10.0983s] +30/10/23 22:00:25| INFO: atc_mc finished [took 13.0928s] +30/10/23 22:00:26| INFO: atc_ne finished [took 13.1088s] +30/10/23 22:00:34| INFO: mul_sld finished [took 22.3228s] +30/10/23 22:00:34| INFO: Dataset sample 0.90 of dataset imdb finished [took 22.7020s] +30/10/23 22:00:34| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 22:00:46| INFO: ref finished [took 10.5937s] +30/10/23 22:00:49| INFO: atc_mc finished [took 13.5008s] +30/10/23 22:00:49| INFO: atc_ne finished [took 13.7521s] +30/10/23 22:01:00| INFO: mul_sld finished [took 25.0319s] +30/10/23 22:01:06| INFO: mul_sld_bcts finished [took 31.0525s] +30/10/23 22:01:06| INFO: Dataset sample 0.80 of dataset imdb finished [took 31.7700s] +30/10/23 22:01:06| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 22:01:17| INFO: ref finished [took 10.6316s] +30/10/23 22:01:21| INFO: atc_ne finished [took 14.1054s] +30/10/23 22:01:21| INFO: atc_mc finished [took 14.4357s] +30/10/23 22:01:33| INFO: mul_sld finished [took 26.6800s] +30/10/23 22:01:41| INFO: mul_sld_bcts finished [took 34.4745s] +30/10/23 22:01:41| INFO: Dataset sample 0.50 of dataset imdb finished [took 35.1450s] +30/10/23 22:01:41| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 22:01:53| INFO: ref finished [took 10.7413s] +30/10/23 22:01:56| INFO: atc_ne finished [took 13.5169s] +30/10/23 22:01:56| INFO: atc_mc finished [took 13.5849s] +30/10/23 22:02:11| INFO: mul_sld_bcts finished [took 29.3981s] +30/10/23 22:02:12| INFO: mul_sld finished [took 30.6705s] +30/10/23 22:02:12| INFO: Dataset sample 0.20 of dataset imdb finished [took 31.2089s] +30/10/23 22:02:12| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 22:02:22| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 22:02:24| INFO: ref finished [took 10.3435s] +30/10/23 22:02:26| INFO: atc_mc finished [took 13.0763s] +30/10/23 22:02:27| INFO: atc_ne finished [took 13.2013s] +30/10/23 22:02:32| INFO: mul_sld finished [took 19.2237s] +30/10/23 22:02:32| INFO: Dataset sample 0.10 of dataset imdb finished [took 19.7097s] +---------------------------------------------------------------------------------------------------- +30/10/23 22:07:59| INFO: dataset imdb +30/10/23 22:08:07| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 22:08:10| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 22:08:11| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 22:08:11| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 22:08:11| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken +30/10/23 22:08:18| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 22:08:20| INFO: ref finished [took 11.3765s] +30/10/23 22:08:23| INFO: atc_mc finished [took 14.2141s] +30/10/23 22:08:23| INFO: atc_ne finished [took 14.0568s] +30/10/23 22:08:31| INFO: mul_sld finished [took 23.9496s] +30/10/23 22:08:31| INFO: Dataset sample 0.90 of dataset imdb finished [took 24.5121s] +30/10/23 22:08:31| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 22:08:48| INFO: ref finished [took 14.8939s] +30/10/23 22:08:52| INFO: atc_mc finished [took 18.5014s] +30/10/23 22:08:52| INFO: atc_ne finished [took 18.4609s] +30/10/23 22:09:05| INFO: mul_sld finished [took 32.9898s] +30/10/23 22:09:12| INFO: mul_sld_bcts finished [took 39.3492s] +30/10/23 22:11:48| INFO: bin_sld_bcts finished [took 195.8293s] +30/10/23 22:11:49| INFO: bin_sld finished [took 196.6861s] +30/10/23 22:12:44| INFO: mul_sld_gs finished [took 250.9835s] +30/10/23 22:16:16| INFO: bin_sld_gs finished [took 462.9748s] +30/10/23 22:16:16| INFO: Dataset sample 0.80 of dataset imdb finished [took 464.4318s] +30/10/23 22:16:16| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 22:16:33| INFO: ref finished [took 15.2921s] +30/10/23 22:16:37| INFO: atc_mc finished [took 18.9592s] +30/10/23 22:16:37| INFO: atc_ne finished [took 19.1317s] +30/10/23 22:16:50| INFO: mul_sld finished [took 33.4304s] +30/10/23 22:16:59| INFO: mul_sld_bcts finished [took 42.3496s] +30/10/23 22:19:33| INFO: bin_sld finished [took 196.1571s] +30/10/23 22:19:36| INFO: bin_sld_bcts finished [took 199.7857s] +30/10/23 22:20:39| INFO: mul_sld_gs finished [took 261.6674s] +30/10/23 22:23:46| INFO: bin_sld_gs finished [took 449.3788s] +30/10/23 22:23:46| INFO: Dataset sample 0.50 of dataset imdb finished [took 450.7045s] +30/10/23 22:23:46| INFO: Dataset sample 0.20 of dataset imdb started +30/10/23 22:24:05| INFO: ref finished [took 16.4122s] +30/10/23 22:24:09| INFO: atc_mc finished [took 20.4920s] +30/10/23 22:24:09| INFO: atc_ne finished [took 20.3723s] +30/10/23 22:24:28| INFO: mul_sld_bcts finished [took 40.3400s] +30/10/23 22:24:30| INFO: mul_sld finished [took 43.2311s] +30/10/23 22:27:16| INFO: bin_sld_bcts finished [took 208.6113s] +30/10/23 22:27:21| INFO: bin_sld finished [took 214.1596s] +30/10/23 22:28:17| INFO: mul_sld_gs finished [took 269.1075s] +30/10/23 22:34:19| INFO: bin_sld_gs finished [took 630.9727s] +30/10/23 22:34:19| INFO: Dataset sample 0.20 of dataset imdb finished [took 632.2728s] +30/10/23 22:34:19| INFO: Dataset sample 0.10 of dataset imdb started +30/10/23 22:34:23| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken +30/10/23 22:34:23| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1 +30/10/23 22:34:26| WARNING: Method bin_sld_bcts failed. Exception: Cannot have number of splits n_splits=5 greater than the number of samples: n_samples=4. +30/10/23 22:34:31| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 22:34:34| INFO: ref finished [took 13.7988s] +30/10/23 22:34:37| INFO: atc_mc finished [took 16.7490s] +30/10/23 22:34:38| INFO: atc_ne finished [took 16.7307s] +30/10/23 22:34:43| INFO: mul_sld finished [took 23.6079s] +30/10/23 22:36:42| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1 +30/10/23 22:36:42| INFO: Dataset sample 0.10 of dataset imdb finished [took 143.1097s] +---------------------------------------------------------------------------------------------------- +30/10/23 22:49:25| INFO: dataset imdb +30/10/23 22:49:37| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 22:49:42| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken +30/10/23 22:49:43| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 22:49:43| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 22:49:43| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 22:49:51| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 22:50:02| INFO: ref finished [took 22.5398s] +30/10/23 22:50:09| INFO: atc_mc finished [took 29.3095s] +30/10/23 22:50:09| INFO: atc_ne finished [took 29.2984s] +30/10/23 22:50:16| INFO: mul_sld finished [took 37.6287s] +30/10/23 22:50:16| INFO: Dataset sample 0.90 of dataset imdb finished [took 38.3452s] +---------------------------------------------------------------------------------------------------- +30/10/23 22:53:57| INFO: dataset imdb +30/10/23 22:54:09| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 22:54:13| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken +30/10/23 22:54:14| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 22:54:15| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 22:54:15| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 22:54:22| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 22:54:33| INFO: ref finished [took 22.4225s] +30/10/23 22:54:40| INFO: atc_ne finished [took 29.0085s] +30/10/23 22:54:41| INFO: atc_mc finished [took 29.6620s] +30/10/23 22:54:48| INFO: mul_sld finished [took 37.9580s] +30/10/23 22:54:48| INFO: Dataset sample 0.90 of dataset imdb finished [took 38.6632s] +---------------------------------------------------------------------------------------------------- +30/10/23 23:02:33| INFO: dataset imdb +30/10/23 23:02:45| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 23:02:50| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken +30/10/23 23:02:51| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 23:02:52| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 23:02:52| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 23:02:59| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 23:03:10| INFO: ref finished [took 23.4021s] +30/10/23 23:03:17| INFO: atc_mc finished [took 30.1849s] +30/10/23 23:03:18| INFO: atc_ne finished [took 30.4116s] +30/10/23 23:03:25| INFO: mul_sld finished [took 38.6513s] +30/10/23 23:03:25| INFO: Dataset sample 0.90 of dataset imdb finished [took 39.3497s] +30/10/23 23:07:32| INFO: Dataset sample 0.80 of dataset imdb started +---------------------------------------------------------------------------------------------------- +30/10/23 23:08:15| INFO: dataset imdb +30/10/23 23:08:26| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 23:08:51| INFO: ref finished [took 23.6855s] +30/10/23 23:08:59| INFO: atc_mc finished [took 31.1520s] +30/10/23 23:08:59| INFO: atc_ne finished [took 31.1659s] +30/10/23 23:09:10| INFO: mul_sld finished [took 42.2066s] +30/10/23 23:09:21| INFO: mul_sld_bcts finished [took 52.9631s] +30/10/23 23:09:21| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.5286s] +---------------------------------------------------------------------------------------------------- +30/10/23 23:14:11| INFO: dataset imdb +30/10/23 23:14:22| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 23:14:47| INFO: ref finished [took 22.8152s] +30/10/23 23:14:55| INFO: atc_mc finished [took 31.2100s] +30/10/23 23:14:55| INFO: atc_ne finished [took 31.2325s] +30/10/23 23:15:06| INFO: mul_sld finished [took 42.5389s] +30/10/23 23:15:16| INFO: mul_sld_bcts finished [took 52.7119s] +30/10/23 23:15:16| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.2106s] +---------------------------------------------------------------------------------------------------- +30/10/23 23:16:16| INFO: dataset imdb +30/10/23 23:16:27| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 23:16:51| INFO: ref finished [took 22.6482s] +30/10/23 23:17:00| INFO: atc_ne finished [took 30.5701s] +30/10/23 23:17:00| INFO: atc_mc finished [took 30.9988s] +30/10/23 23:17:10| INFO: mul_sld finished [took 41.9572s] +30/10/23 23:17:21| INFO: mul_sld_bcts finished [took 52.6091s] +30/10/23 23:17:21| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.1182s] +---------------------------------------------------------------------------------------------------- +30/10/23 23:20:27| INFO: dataset imdb +30/10/23 23:20:38| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 23:21:02| INFO: ref finished [took 22.7779s] +30/10/23 23:21:10| INFO: atc_mc finished [took 30.4191s] +30/10/23 23:21:10| INFO: atc_ne finished [took 30.8097s] +30/10/23 23:21:20| INFO: mul_sld finished [took 41.5927s] +30/10/23 23:21:32| INFO: mul_sld_bcts finished [took 52.6374s] +30/10/23 23:21:32| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.1125s] +---------------------------------------------------------------------------------------------------- +30/10/23 23:24:11| INFO: dataset imdb +30/10/23 23:24:22| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 23:24:46| INFO: ref finished [took 23.2007s] +30/10/23 23:24:54| INFO: atc_ne finished [took 30.9437s] +30/10/23 23:24:55| INFO: atc_mc finished [took 31.6008s] +30/10/23 23:25:05| INFO: mul_sld finished [took 42.0673s] +30/10/23 23:25:16| INFO: mul_sld_bcts finished [took 52.6228s] +30/10/23 23:25:16| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.0611s] +---------------------------------------------------------------------------------------------------- +30/10/23 23:33:01| INFO: dataset imdb +30/10/23 23:33:11| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 23:33:36| INFO: ref finished [took 22.9215s] +30/10/23 23:33:44| INFO: atc_mc finished [took 30.5897s] +30/10/23 23:33:44| INFO: atc_ne finished [took 30.4788s] +30/10/23 23:33:55| INFO: mul_sld finished [took 42.0598s] +30/10/23 23:34:05| INFO: mul_sld_bcts finished [took 52.1772s] +30/10/23 23:34:05| INFO: Dataset sample 0.50 of dataset imdb finished [took 53.6878s] +---------------------------------------------------------------------------------------------------- +30/10/23 23:38:11| INFO: dataset imdb +30/10/23 23:38:22| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 23:38:47| INFO: ref finished [took 22.8046s] +30/10/23 23:38:56| INFO: atc_mc finished [took 31.5660s] +30/10/23 23:38:56| INFO: atc_ne finished [took 31.5269s] +30/10/23 23:39:06| INFO: mul_sld finished [took 42.2553s] +30/10/23 23:39:16| INFO: mul_sld_bcts finished [took 52.2602s] +30/10/23 23:39:16| INFO: Dataset sample 0.50 of dataset imdb finished [took 53.7890s] +---------------------------------------------------------------------------------------------------- +30/10/23 23:46:40| INFO: dataset imdb +30/10/23 23:46:51| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 23:47:16| INFO: ref finished [took 22.8069s] +30/10/23 23:47:24| INFO: atc_mc finished [took 30.7916s] +30/10/23 23:47:24| INFO: atc_ne finished [took 30.8668s] +30/10/23 23:47:35| INFO: mul_sld finished [took 42.2809s] +30/10/23 23:47:45| INFO: mul_sld_bcts finished [took 52.5498s] +30/10/23 23:47:45| INFO: Dataset sample 0.50 of dataset imdb finished [took 54.0424s] +---------------------------------------------------------------------------------------------------- +30/10/23 23:50:43| INFO: dataset imdb +30/10/23 23:50:50| INFO: Dataset sample 0.50 of dataset imdb started +30/10/23 23:51:04| INFO: ref finished [took 12.0863s] +30/10/23 23:51:07| INFO: atc_ne finished [took 15.0218s] +30/10/23 23:51:08| INFO: atc_mc finished [took 15.7900s] +30/10/23 23:51:20| INFO: mul_sld finished [took 28.7221s] +30/10/23 23:51:31| INFO: mul_sld_bcts finished [took 39.4698s] +30/10/23 23:51:31| INFO: Dataset sample 0.50 of dataset imdb finished [took 40.8506s] +---------------------------------------------------------------------------------------------------- +30/10/23 23:52:29| INFO: dataset imdb +30/10/23 23:52:37| INFO: Dataset sample 0.90 of dataset imdb started +30/10/23 23:52:40| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 23:52:41| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 23:52:41| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken +30/10/23 23:52:41| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 0 +30/10/23 23:52:48| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +30/10/23 23:52:50| INFO: ref finished [took 12.4800s] +30/10/23 23:52:53| INFO: atc_mc finished [took 15.1770s] +30/10/23 23:52:54| INFO: atc_ne finished [took 15.2184s] +30/10/23 23:53:02| INFO: mul_sld finished [took 24.9402s] +30/10/23 23:53:02| INFO: Dataset sample 0.90 of dataset imdb finished [took 25.4588s] +30/10/23 23:53:02| INFO: Dataset sample 0.80 of dataset imdb started +30/10/23 23:53:20| INFO: ref finished [took 16.3699s] +30/10/23 23:53:25| INFO: atc_ne finished [took 20.5069s] +30/10/23 23:53:25| INFO: atc_mc finished [took 20.7398s] +30/10/23 23:53:38| INFO: mul_sld finished [took 35.3572s] +30/10/23 23:53:45| INFO: mul_sld_bcts finished [took 41.8712s] +30/10/23 23:56:35| INFO: bin_sld finished [took 212.1758s] +30/10/23 23:56:36| INFO: bin_sld_bcts finished [took 213.3641s] +30/10/23 23:57:38| INFO: mul_sld_gs finished [took 274.6360s] +31/10/23 00:01:13| INFO: bin_sld_gs finished [took 490.0221s] +31/10/23 00:01:13| INFO: Dataset sample 0.80 of dataset imdb finished [took 491.4099s] +31/10/23 00:01:13| INFO: Dataset sample 0.50 of dataset imdb started +31/10/23 00:01:32| INFO: ref finished [took 17.1003s] +31/10/23 00:01:37| INFO: atc_ne finished [took 21.2159s] +31/10/23 00:01:37| INFO: atc_mc finished [took 21.6794s] +31/10/23 00:01:51| INFO: mul_sld finished [took 37.3507s] +31/10/23 00:02:01| INFO: mul_sld_bcts finished [took 46.7227s] +31/10/23 00:04:46| INFO: bin_sld finished [took 211.9902s] +31/10/23 00:04:48| INFO: bin_sld_bcts finished [took 213.3398s] +31/10/23 00:05:55| INFO: mul_sld_gs finished [took 279.4401s] +31/10/23 00:08:56| INFO: bin_sld_gs finished [took 461.6571s] +31/10/23 00:08:56| INFO: Dataset sample 0.50 of dataset imdb finished [took 462.8616s] +31/10/23 00:08:56| INFO: Dataset sample 0.20 of dataset imdb started +31/10/23 00:09:15| INFO: ref finished [took 17.3643s] +31/10/23 00:09:20| INFO: atc_mc finished [took 21.0373s] +31/10/23 00:09:20| INFO: atc_ne finished [took 21.2599s] +31/10/23 00:09:38| INFO: mul_sld_bcts finished [took 41.0473s] +31/10/23 00:09:41| INFO: mul_sld finished [took 43.7800s] +31/10/23 00:12:30| INFO: bin_sld_bcts finished [took 212.8639s] +31/10/23 00:12:32| INFO: bin_sld finished [took 215.5704s] +31/10/23 00:13:29| INFO: mul_sld_gs finished [took 270.7454s] +31/10/23 00:19:19| INFO: bin_sld_gs finished [took 621.7089s] +31/10/23 00:19:19| INFO: Dataset sample 0.20 of dataset imdb finished [took 623.1501s] +31/10/23 00:19:19| INFO: Dataset sample 0.10 of dataset imdb started +31/10/23 00:19:24| WARNING: Method mul_sld_gs failed. Exception: a must be greater than 0 unless no samples are taken +31/10/23 00:19:24| WARNING: Method bin_sld failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1 +31/10/23 00:19:26| WARNING: Method bin_sld_bcts failed. Exception: Cannot have number of splits n_splits=5 greater than the number of samples: n_samples=4. +31/10/23 00:19:31| WARNING: Method mul_sld_bcts failed. Exception: index 3 is out of bounds for axis 0 with size 3 +31/10/23 00:19:35| INFO: ref finished [took 13.7926s] +31/10/23 00:19:38| INFO: atc_mc finished [took 16.8128s] +31/10/23 00:19:39| INFO: atc_ne finished [took 16.9032s] +31/10/23 00:19:44| INFO: mul_sld finished [took 23.7188s] +31/10/23 00:21:43| WARNING: Method bin_sld_gs failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1 +31/10/23 00:21:43| INFO: Dataset sample 0.10 of dataset imdb finished [took 143.1001s] +---------------------------------------------------------------------------------------------------- +31/10/23 01:36:56| INFO: dataset imdb +31/10/23 01:37:04| INFO: Dataset sample 0.90 of dataset imdb started +31/10/23 01:37:13| WARNING: Method bin_sld_bcts failed. Exception: fun: nan + hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64> + jac: array([ 1.06687127, -0.00373246, 0.00373246]) + message: 'ABNORMAL_TERMINATION_IN_LNSRCH' + nfev: 53 + nit: 34 + njev: 53 + status: 2 + success: False + x: array([ 0.11536329, -12.93833991, 12.93833991]) +31/10/23 01:37:24| INFO: ref finished [took 15.9844s] +31/10/23 01:37:28| INFO: atc_mc finished [took 19.7000s] +31/10/23 01:37:28| INFO: atc_ne finished [took 19.4612s] +31/10/23 01:37:39| INFO: mul_sld finished [took 33.2999s] +31/10/23 01:37:49| INFO: mul_sld_bcts finished [took 43.1402s] +31/10/23 01:40:23| INFO: bin_sld finished [took 197.7518s] +31/10/23 01:41:23| INFO: mul_sld_gs finished [took 256.4496s] +31/10/23 01:42:49| INFO: bin_sld_gs finished [took 342.7515s] +31/10/23 01:42:49| INFO: Dataset sample 0.90 of dataset imdb finished [took 344.8637s] +31/10/23 01:42:49| INFO: Dataset sample 0.50 of dataset imdb started +31/10/23 01:43:10| INFO: ref finished [took 17.6503s] +31/10/23 01:43:15| INFO: atc_mc finished [took 21.9510s] +31/10/23 01:43:15| INFO: atc_ne finished [took 21.5680s] +31/10/23 01:43:29| INFO: mul_sld finished [took 38.2515s] +31/10/23 01:43:41| INFO: mul_sld_bcts finished [took 48.9560s] +31/10/23 01:46:29| INFO: bin_sld_bcts finished [took 217.8464s] +31/10/23 01:46:29| INFO: bin_sld finished [took 218.6211s] +31/10/23 01:47:51| INFO: mul_sld_gs finished [took 298.6694s] +31/10/23 01:50:25| INFO: bin_sld_gs finished [took 452.8300s] +31/10/23 01:50:25| INFO: Dataset sample 0.50 of dataset imdb finished [took 455.3596s] +31/10/23 01:50:28| ERROR: Configuration imdb_2prevs failed. Exception: could not broadcast input array from shape (2100,7) into shape (2100,) +---------------------------------------------------------------------------------------------------- +31/10/23 02:13:21| INFO: dataset imdb +31/10/23 02:13:29| INFO: Dataset sample 0.90 of dataset imdb started +31/10/23 02:13:37| WARNING: Method bin_sld_bcts failed. Exception: fun: nan + hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64> + jac: array([ 1.06687127, -0.00373246, 0.00373246]) + message: 'ABNORMAL_TERMINATION_IN_LNSRCH' + nfev: 53 + nit: 34 + njev: 53 + status: 2 + success: False + x: array([ 0.11536329, -12.93833991, 12.93833991]) +31/10/23 02:13:48| INFO: ref finished [took 16.5509s] +31/10/23 02:13:52| INFO: atc_mc finished [took 20.3138s] +31/10/23 02:13:52| INFO: atc_ne finished [took 20.1191s] +31/10/23 02:14:02| INFO: mul_sld finished [took 32.5158s] +31/10/23 02:14:12| INFO: mul_sld_bcts finished [took 42.0654s] +31/10/23 02:16:44| INFO: bin_sld finished [took 193.9189s] +31/10/23 02:17:44| INFO: mul_sld_gs finished [took 252.9066s] +31/10/23 02:19:11| INFO: bin_sld_gs finished [took 339.9813s] +31/10/23 02:19:11| INFO: Dataset sample 0.90 of dataset imdb finished [took 341.6967s] +31/10/23 02:19:11| INFO: Dataset sample 0.50 of dataset imdb started +31/10/23 02:19:30| INFO: ref finished [took 16.1334s] +31/10/23 02:19:35| INFO: atc_mc finished [took 20.5691s] +31/10/23 02:19:35| INFO: atc_ne finished [took 20.0126s] +31/10/23 02:19:49| INFO: mul_sld finished [took 36.4597s] +31/10/23 02:20:02| INFO: mul_sld_bcts finished [took 48.7131s] +31/10/23 02:22:38| INFO: bin_sld finished [took 205.8577s] +31/10/23 02:22:41| INFO: bin_sld_bcts finished [took 208.1999s] +31/10/23 02:23:58| INFO: mul_sld_gs finished [took 284.9247s] +31/10/23 02:26:26| INFO: bin_sld_gs finished [took 432.5665s] +31/10/23 02:26:26| INFO: Dataset sample 0.50 of dataset imdb finished [took 435.0679s] +---------------------------------------------------------------------------------------------------- +31/10/23 03:05:44| INFO: dataset rcv1_CCAT +31/10/23 03:05:49| INFO: Dataset sample 0.90 of dataset rcv1_CCAT started +31/10/23 03:06:59| INFO: kfcv finished [took 59.0143s] +31/10/23 03:06:59| INFO: ref finished [took 56.9074s] +31/10/23 03:07:03| INFO: doc_feat finished [took 49.0683s] +31/10/23 03:07:05| INFO: atc_mc finished [took 59.3988s] +31/10/23 03:07:07| INFO: atc_ne finished [took 58.0283s] +31/10/23 03:07:09| INFO: mul_sld finished [took 76.8284s] +31/10/23 03:07:19| INFO: mul_sld_bcts finished [took 84.0129s] +31/10/23 03:09:51| INFO: bin_sld_bcts finished [took 237.9395s] +31/10/23 03:09:53| INFO: bin_sld finished [took 242.1415s] +31/10/23 03:10:13| INFO: mul_sld_gs finished [took 255.3743s] +31/10/23 03:13:59| INFO: bin_sld_gs finished [took 483.0217s] +31/10/23 03:13:59| INFO: Dataset sample 0.90 of dataset rcv1_CCAT finished [took 489.9328s] +31/10/23 03:13:59| INFO: Dataset sample 0.80 of dataset rcv1_CCAT started +31/10/23 03:15:04| INFO: ref finished [took 53.0703s] +31/10/23 03:15:05| INFO: kfcv finished [took 55.9779s] +31/10/23 03:15:05| INFO: doc_feat finished [took 48.1315s] +31/10/23 03:15:10| INFO: atc_mc finished [took 56.8062s] +31/10/23 03:15:11| INFO: atc_ne finished [took 55.9933s] +31/10/23 03:15:20| INFO: mul_sld finished [took 77.2840s] +31/10/23 03:15:25| INFO: mul_sld_bcts finished [took 80.0502s] +31/10/23 03:17:55| INFO: bin_sld finished [took 233.0173s] +31/10/23 03:17:55| INFO: bin_sld_bcts finished [took 231.2358s] +31/10/23 03:18:59| INFO: mul_sld_gs finished [took 291.7573s] +31/10/23 03:21:50| INFO: bin_sld_gs finished [took 463.8743s] +31/10/23 03:21:50| INFO: Dataset sample 0.80 of dataset rcv1_CCAT finished [took 470.4706s] +31/10/23 03:21:50| INFO: Dataset sample 0.70 of dataset rcv1_CCAT started +31/10/23 03:22:52| INFO: doc_feat finished [took 46.9563s] +31/10/23 03:22:53| INFO: ref finished [took 52.8185s] +31/10/23 03:22:54| INFO: kfcv finished [took 55.3202s] +31/10/23 03:22:57| INFO: atc_mc finished [took 55.1482s] +31/10/23 03:22:58| INFO: atc_ne finished [took 54.7420s] +31/10/23 03:23:09| INFO: mul_sld finished [took 76.8111s] +31/10/23 03:23:14| INFO: mul_sld_bcts finished [took 80.0460s] +31/10/23 03:25:43| INFO: bin_sld finished [took 231.7146s] +31/10/23 03:25:44| INFO: bin_sld_bcts finished [took 230.9954s] +31/10/23 03:26:53| INFO: mul_sld_gs finished [took 296.5824s] +31/10/23 03:29:12| INFO: bin_sld_gs finished [took 437.2666s] +31/10/23 03:29:12| INFO: Dataset sample 0.70 of dataset rcv1_CCAT finished [took 442.6584s] +31/10/23 03:29:12| INFO: Dataset sample 0.60 of dataset rcv1_CCAT started +31/10/23 03:30:14| INFO: doc_feat finished [took 47.2841s] +31/10/23 03:30:15| INFO: ref finished [took 52.5819s] +31/10/23 03:30:16| INFO: kfcv finished [took 54.9735s] +31/10/23 03:30:19| INFO: atc_mc finished [took 55.5994s] +31/10/23 03:30:20| INFO: atc_ne finished [took 55.0062s] +31/10/23 03:30:30| INFO: mul_sld finished [took 75.3263s] +31/10/23 03:30:37| INFO: mul_sld_bcts finished [took 80.4052s] +31/10/23 03:33:04| INFO: bin_sld finished [took 229.9416s] +31/10/23 03:33:05| INFO: bin_sld_bcts finished [took 229.0971s] +31/10/23 03:34:12| INFO: mul_sld_gs finished [took 292.9916s] +31/10/23 03:37:15| INFO: bin_sld_gs finished [took 477.2157s] +31/10/23 03:37:15| INFO: Dataset sample 0.60 of dataset rcv1_CCAT finished [took 482.5150s] +31/10/23 03:37:15| INFO: Dataset sample 0.50 of dataset rcv1_CCAT started +31/10/23 03:38:17| INFO: doc_feat finished [took 47.6798s] +31/10/23 03:38:17| INFO: ref finished [took 52.2283s] +31/10/23 03:38:18| INFO: kfcv finished [took 54.3535s] +31/10/23 03:38:22| INFO: atc_mc finished [took 55.4316s] +31/10/23 03:38:23| INFO: atc_ne finished [took 55.3697s] +31/10/23 03:38:32| INFO: mul_sld finished [took 74.3762s] +31/10/23 03:38:39| INFO: mul_sld_bcts finished [took 79.7216s] +31/10/23 03:41:05| INFO: bin_sld finished [took 228.4963s] +31/10/23 03:41:08| INFO: bin_sld_bcts finished [took 230.0901s] +31/10/23 03:42:09| INFO: mul_sld_gs finished [took 287.8477s] +31/10/23 03:45:08| INFO: bin_sld_gs finished [took 467.2633s] +31/10/23 03:45:08| INFO: Dataset sample 0.50 of dataset rcv1_CCAT finished [took 472.6090s] +31/10/23 03:45:08| INFO: Dataset sample 0.40 of dataset rcv1_CCAT started +31/10/23 03:46:08| INFO: doc_feat finished [took 47.0674s] +31/10/23 03:46:09| INFO: ref finished [took 51.5844s] +31/10/23 03:46:09| INFO: kfcv finished [took 53.6481s] +31/10/23 03:46:14| INFO: atc_mc finished [took 55.3679s] +31/10/23 03:46:14| INFO: atc_ne finished [took 54.6174s] +31/10/23 03:46:21| INFO: mul_sld finished [took 71.5925s] +31/10/23 03:46:29| INFO: mul_sld_bcts finished [took 77.5938s] +31/10/23 03:48:55| INFO: bin_sld finished [took 226.3217s] +31/10/23 03:48:57| INFO: bin_sld_bcts finished [took 226.5561s] +31/10/23 03:50:04| INFO: mul_sld_gs finished [took 289.8958s] +31/10/23 03:53:13| INFO: bin_sld_gs finished [took 479.9650s] +31/10/23 03:53:13| INFO: Dataset sample 0.40 of dataset rcv1_CCAT finished [took 485.0438s] +31/10/23 03:53:13| INFO: Dataset sample 0.30 of dataset rcv1_CCAT started +31/10/23 03:54:15| INFO: doc_feat finished [took 47.1959s] +31/10/23 03:54:16| INFO: ref finished [took 52.7452s] +31/10/23 03:54:17| INFO: kfcv finished [took 55.3715s] +31/10/23 03:54:20| INFO: atc_mc finished [took 55.5749s] +31/10/23 03:54:21| INFO: atc_ne finished [took 54.8719s] +31/10/23 03:54:29| INFO: mul_sld finished [took 74.1932s] +31/10/23 03:54:37| INFO: mul_sld_bcts finished [took 80.1150s] +31/10/23 03:57:01| INFO: bin_sld finished [took 227.2338s] +31/10/23 03:57:06| INFO: bin_sld_bcts finished [took 229.7342s] +31/10/23 03:58:13| INFO: mul_sld_gs finished [took 293.4750s] +31/10/23 04:00:50| INFO: bin_sld_gs finished [took 451.3322s] +31/10/23 04:00:50| INFO: Dataset sample 0.30 of dataset rcv1_CCAT finished [took 456.9583s] +31/10/23 04:00:50| INFO: Dataset sample 0.20 of dataset rcv1_CCAT started +31/10/23 04:01:54| INFO: doc_feat finished [took 48.9670s] +31/10/23 04:01:54| INFO: ref finished [took 54.3281s] +31/10/23 04:01:55| INFO: kfcv finished [took 57.0798s] +31/10/23 04:01:59| INFO: atc_mc finished [took 57.5663s] +31/10/23 04:02:00| INFO: atc_ne finished [took 57.1756s] +31/10/23 04:02:07| INFO: mul_sld finished [took 74.8552s] +31/10/23 04:02:14| INFO: mul_sld_bcts finished [took 79.8097s] +31/10/23 04:04:43| INFO: bin_sld finished [took 231.6926s] +31/10/23 04:04:43| INFO: bin_sld_bcts finished [took 229.9267s] +31/10/23 04:05:23| INFO: mul_sld_gs finished [took 266.8226s] +31/10/23 04:08:36| INFO: bin_sld_gs finished [took 460.9384s] +31/10/23 04:08:36| INFO: Dataset sample 0.20 of dataset rcv1_CCAT finished [took 466.5653s] +31/10/23 04:08:36| INFO: Dataset sample 0.10 of dataset rcv1_CCAT started +31/10/23 04:08:46| WARNING: Method mul_sld_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2. +31/10/23 04:08:46| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1 +31/10/23 04:08:55| WARNING: Method mul_sld_bcts failed. Exception: fun: nan + hess_inv: <5x5 LbfgsInvHessProduct with dtype=float64> + jac: array([nan, nan, nan, nan, nan]) + message: 'ABNORMAL_TERMINATION_IN_LNSRCH' + nfev: 21 + nit: 0 + njev: 21 + status: 2 + success: False + x: array([1., 0., 0., 0., 0.]) +31/10/23 04:09:33| INFO: doc_feat finished [took 42.6167s] +31/10/23 04:09:33| INFO: ref finished [took 46.6961s] +31/10/23 04:09:33| INFO: kfcv finished [took 48.7570s] +31/10/23 04:09:37| INFO: atc_mc finished [took 49.6198s] +31/10/23 04:09:38| INFO: atc_ne finished [took 49.1195s] +31/10/23 04:09:42| INFO: mul_sld finished [took 63.1364s] +31/10/23 04:11:02| WARNING: Method bin_sld_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2. +31/10/23 04:12:05| INFO: bin_sld finished [took 207.4063s] +31/10/23 04:12:05| INFO: Dataset sample 0.10 of dataset rcv1_CCAT finished [took 208.7423s] +31/10/23 04:12:16| ERROR: Configuration rcv1_CCAT_9prevs failed. Exception: 'DatasetReport' object has no attribute 'fit_scores' +---------------------------------------------------------------------------------------------------- +31/10/23 11:30:20| INFO: dataset rcv1_CCAT +31/10/23 11:30:26| INFO: Dataset sample 0.90 of dataset rcv1_CCAT started +31/10/23 11:31:32| INFO: doc_feat finished [took 48.1486s] +31/10/23 11:31:32| INFO: ref finished [took 53.9235s] +31/10/23 11:31:33| INFO: kfcv finished [took 56.4175s] +31/10/23 11:31:37| INFO: atc_mc finished [took 57.2963s] +31/10/23 11:31:39| INFO: atc_ne finished [took 56.1470s] +31/10/23 11:31:43| INFO: mul_sld finished [took 74.0703s] +31/10/23 11:31:50| INFO: mul_sld_bcts finished [took 78.8253s] +31/10/23 11:34:16| INFO: bin_sld_bcts finished [took 225.7409s] +31/10/23 11:34:18| INFO: bin_sld finished [took 229.9705s] +31/10/23 11:34:42| INFO: mul_sld_gs finished [took 247.4756s] +31/10/23 11:38:30| INFO: bin_sld_gs finished [took 477.2173s] +31/10/23 11:38:30| INFO: Dataset sample 0.90 of dataset rcv1_CCAT finished [took 483.7632s] +31/10/23 11:38:30| INFO: Dataset sample 0.80 of dataset rcv1_CCAT started +31/10/23 11:39:32| INFO: doc_feat finished [took 47.0343s] +31/10/23 11:39:33| INFO: ref finished [took 52.5674s] +31/10/23 11:39:33| INFO: kfcv finished [took 54.5521s] +31/10/23 11:39:38| INFO: atc_mc finished [took 55.5394s] +31/10/23 11:39:38| INFO: atc_ne finished [took 54.9616s] +31/10/23 11:39:48| INFO: mul_sld finished [took 75.9068s] +31/10/23 11:39:53| INFO: mul_sld_bcts finished [took 78.1581s] +31/10/23 11:42:22| INFO: bin_sld finished [took 230.5536s] +31/10/23 11:42:23| INFO: bin_sld_bcts finished [took 229.2262s] +31/10/23 11:43:29| INFO: mul_sld_gs finished [took 291.7013s] +31/10/23 11:46:14| INFO: bin_sld_gs finished [took 457.9059s] +31/10/23 11:46:14| INFO: Dataset sample 0.80 of dataset rcv1_CCAT finished [took 463.5174s] +31/10/23 11:46:14| INFO: Dataset sample 0.70 of dataset rcv1_CCAT started +31/10/23 11:47:17| INFO: doc_feat finished [took 46.4490s] +31/10/23 11:47:17| INFO: ref finished [took 52.6852s] +31/10/23 11:47:17| INFO: kfcv finished [took 55.0158s] +31/10/23 11:47:21| INFO: atc_mc finished [took 55.4861s] +31/10/23 11:47:22| INFO: atc_ne finished [took 54.9236s] +31/10/23 11:47:32| INFO: mul_sld finished [took 75.5717s] +31/10/23 11:47:38| INFO: mul_sld_bcts finished [took 80.0893s] +31/10/23 11:50:02| INFO: bin_sld finished [took 226.8402s] +31/10/23 11:50:05| INFO: bin_sld_bcts finished [took 227.7311s] +31/10/23 11:51:15| INFO: mul_sld_gs finished [took 294.0087s] +31/10/23 11:53:36| INFO: bin_sld_gs finished [took 436.3031s] +31/10/23 11:53:36| INFO: Dataset sample 0.70 of dataset rcv1_CCAT finished [took 441.8200s] +31/10/23 11:53:36| INFO: Dataset sample 0.60 of dataset rcv1_CCAT started +31/10/23 11:54:37| INFO: doc_feat finished [took 47.1550s] +31/10/23 11:54:38| INFO: ref finished [took 52.2980s] +31/10/23 11:54:39| INFO: kfcv finished [took 54.5489s] +31/10/23 11:54:42| INFO: atc_mc finished [took 55.2076s] +31/10/23 11:54:43| INFO: atc_ne finished [took 54.6137s] +31/10/23 11:54:53| INFO: mul_sld finished [took 74.8407s] +31/10/23 11:54:59| INFO: mul_sld_bcts finished [took 79.4977s] +31/10/23 11:57:24| INFO: bin_sld finished [took 226.9209s] +31/10/23 11:57:26| INFO: bin_sld_bcts finished [took 227.3112s] +31/10/23 11:58:29| INFO: mul_sld_gs finished [took 286.1947s] +31/10/23 12:01:41| INFO: bin_sld_gs finished [took 479.8610s] +31/10/23 12:01:41| INFO: Dataset sample 0.60 of dataset rcv1_CCAT finished [took 485.3472s] +31/10/23 12:01:41| INFO: Dataset sample 0.50 of dataset rcv1_CCAT started +31/10/23 12:02:42| INFO: doc_feat finished [took 46.7340s] +31/10/23 12:02:42| INFO: ref finished [took 51.5482s] +31/10/23 12:02:43| INFO: kfcv finished [took 53.9559s] +31/10/23 12:02:47| INFO: atc_mc finished [took 54.7558s] +31/10/23 12:02:48| INFO: atc_ne finished [took 54.5216s] +31/10/23 12:02:57| INFO: mul_sld finished [took 73.4013s] +31/10/23 12:03:04| INFO: mul_sld_bcts finished [took 78.9197s] +31/10/23 12:05:30| INFO: bin_sld finished [took 227.3887s] +31/10/23 12:05:31| INFO: bin_sld_bcts finished [took 226.6540s] +31/10/23 12:06:37| INFO: mul_sld_gs finished [took 289.2631s] +31/10/23 12:09:30| INFO: bin_sld_gs finished [took 463.2754s] +31/10/23 12:09:30| INFO: Dataset sample 0.50 of dataset rcv1_CCAT finished [took 468.6356s] +31/10/23 12:09:30| INFO: Dataset sample 0.40 of dataset rcv1_CCAT started +31/10/23 12:10:30| INFO: doc_feat finished [took 47.0178s] +31/10/23 12:10:31| INFO: ref finished [took 51.8808s] +31/10/23 12:10:31| INFO: kfcv finished [took 53.6165s] +31/10/23 12:10:36| INFO: atc_mc finished [took 55.8052s] +31/10/23 12:10:36| INFO: atc_ne finished [took 55.0541s] +31/10/23 12:10:44| INFO: mul_sld finished [took 72.1431s] +31/10/23 12:10:52| INFO: mul_sld_bcts finished [took 78.0435s] +31/10/23 12:13:18| INFO: bin_sld finished [took 227.6364s] +31/10/23 12:13:20| INFO: bin_sld_bcts finished [took 227.4485s] +31/10/23 12:14:23| INFO: mul_sld_gs finished [took 287.2824s] +31/10/23 12:17:20| INFO: bin_sld_gs finished [took 465.4084s] +31/10/23 12:17:20| INFO: Dataset sample 0.40 of dataset rcv1_CCAT finished [took 470.5362s] +31/10/23 12:17:20| INFO: Dataset sample 0.30 of dataset rcv1_CCAT started +31/10/23 12:18:22| INFO: doc_feat finished [took 46.7203s] +31/10/23 12:18:24| INFO: ref finished [took 52.8941s] +31/10/23 12:18:24| INFO: kfcv finished [took 55.1602s] +31/10/23 12:18:27| INFO: atc_mc finished [took 55.1296s] +31/10/23 12:18:29| INFO: atc_ne finished [took 54.8176s] +31/10/23 12:18:36| INFO: mul_sld finished [took 73.6368s] +31/10/23 12:18:44| INFO: mul_sld_bcts finished [took 79.2444s] +31/10/23 12:21:09| INFO: bin_sld finished [took 227.4633s] +31/10/23 12:21:11| INFO: bin_sld_bcts finished [took 227.8848s] +31/10/23 12:22:18| INFO: mul_sld_gs finished [took 290.8750s] +31/10/23 12:25:01| INFO: bin_sld_gs finished [took 455.0492s] +31/10/23 12:25:01| INFO: Dataset sample 0.30 of dataset rcv1_CCAT finished [took 460.7077s] +31/10/23 12:25:01| INFO: Dataset sample 0.20 of dataset rcv1_CCAT started +31/10/23 12:26:04| INFO: doc_feat finished [took 48.7419s] +31/10/23 12:26:05| INFO: ref finished [took 53.9956s] +31/10/23 12:26:06| INFO: kfcv finished [took 56.7159s] +31/10/23 12:26:10| INFO: atc_mc finished [took 57.0141s] +31/10/23 12:26:11| INFO: atc_ne finished [took 56.6235s] +31/10/23 12:26:18| INFO: mul_sld finished [took 74.9361s] +31/10/23 12:26:24| INFO: mul_sld_bcts finished [took 78.6411s] +31/10/23 12:28:51| INFO: bin_sld finished [took 228.5964s] +31/10/23 12:28:51| INFO: bin_sld_bcts finished [took 226.9077s] +31/10/23 12:29:34| INFO: mul_sld_gs finished [took 265.9319s] +31/10/23 12:32:39| INFO: bin_sld_gs finished [took 452.9439s] +31/10/23 12:32:39| INFO: Dataset sample 0.20 of dataset rcv1_CCAT finished [took 458.4924s] +31/10/23 12:32:39| INFO: Dataset sample 0.10 of dataset rcv1_CCAT started +31/10/23 12:32:49| WARNING: Method mul_sld_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2. +31/10/23 12:32:49| WARNING: Method bin_sld_bcts failed. Exception: This solver needs samples of at least 2 classes in the data, but the data contains only one class: 1 +31/10/23 12:32:57| WARNING: Method mul_sld_bcts failed. Exception: fun: nan + hess_inv: <5x5 LbfgsInvHessProduct with dtype=float64> + jac: array([nan, nan, nan, nan, nan]) + message: 'ABNORMAL_TERMINATION_IN_LNSRCH' + nfev: 21 + nit: 0 + njev: 21 + status: 2 + success: False + x: array([1., 0., 0., 0., 0.]) +31/10/23 12:33:33| INFO: doc_feat finished [took 40.8855s] +31/10/23 12:33:34| INFO: ref finished [took 44.7933s] +31/10/23 12:33:34| INFO: kfcv finished [took 47.0146s] +31/10/23 12:33:38| INFO: atc_mc finished [took 47.7008s] +31/10/23 12:33:39| INFO: atc_ne finished [took 47.4664s] +31/10/23 12:33:42| INFO: mul_sld finished [took 60.5341s] +31/10/23 12:35:06| WARNING: Method bin_sld_gs failed. Exception: The least populated class in y has only 1 member, which is too few. The minimum number of groups for any class cannot be less than 2. +31/10/23 12:36:11| INFO: bin_sld finished [took 210.5128s] +31/10/23 12:36:11| INFO: Dataset sample 0.10 of dataset rcv1_CCAT finished [took 211.7476s] +---------------------------------------------------------------------------------------------------- +31/10/23 13:07:34| INFO: dataset imdb_2prevs +31/10/23 13:07:41| INFO: Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 13:07:55| INFO: ref finished [took 12.2932s] +31/10/23 13:07:58| INFO: atc_mc finished [took 15.8781s] +31/10/23 13:07:58| INFO: atc_ne finished [took 15.8256s] +31/10/23 13:08:08| INFO: mul_sld finished [took 25.6841s] +31/10/23 13:08:18| INFO: mul_sld_bcts finished [took 35.3498s] +31/10/23 13:08:18| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 36.3540s] +31/10/23 13:08:18| INFO: Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 13:08:32| INFO: ref finished [took 12.8011s] +31/10/23 13:08:36| INFO: atc_mc finished [took 16.7266s] +31/10/23 13:08:36| INFO: atc_ne finished [took 16.9577s] +31/10/23 13:08:49| INFO: mul_sld finished [took 30.1948s] +31/10/23 13:09:00| INFO: mul_sld_bcts finished [took 41.0998s] +31/10/23 13:09:00| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 42.6008s] +31/10/23 13:09:00| ERROR: estimate comparison failed. Exceprion: unsupported operand type(s) for /: 'NoneType' and 'str' +---------------------------------------------------------------------------------------------------- +31/10/23 13:10:27| INFO: dataset imdb_2prevs +31/10/23 13:10:34| INFO: Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 13:10:47| INFO: ref finished [took 11.6569s] +31/10/23 13:10:51| INFO: atc_mc finished [took 15.6380s] +31/10/23 13:10:51| INFO: atc_ne finished [took 15.5430s] +31/10/23 13:11:00| INFO: mul_sld finished [took 24.9236s] +31/10/23 13:11:10| INFO: mul_sld_bcts finished [took 34.5252s] +31/10/23 13:11:10| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 35.4874s] +31/10/23 13:11:10| INFO: Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 13:11:23| INFO: ref finished [took 11.5602s] +31/10/23 13:11:26| INFO: atc_ne finished [took 14.3888s] +31/10/23 13:11:26| INFO: atc_mc finished [took 14.5643s] +31/10/23 13:11:39| INFO: mul_sld finished [took 27.8023s] +31/10/23 13:11:51| INFO: mul_sld_bcts finished [took 39.2892s] +31/10/23 13:11:51| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 40.6914s] +31/10/23 13:11:51| DEBUG: ['COMP_ESTIMATORS', 'DATASET_DIR_UPDATE', 'DATASET_NAME', 'DATASET_N_PREVS', 'DATASET_PREVS', 'DATASET_TARGET', 'METRICS', 'OUT_DIR', 'OUT_DIR_NAME', 'PLOT_DIR_NAME', 'PLOT_ESTIMATORS', 'PLOT_OUT_DIR', 'PLOT_STDEV', 'PROTOCOL_N_PREVS', 'PROTOCOL_REPEATS', 'SAMPLE_SIZE', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getstate__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__slotnames__', '__str__', '__subclasshook__', '__weakref__', '_current_conf', '_default', '_environ__getdict', '_environ__setdict', '_instance', '_keys', 'confs', 'exec', 'get_confs', 'get_plot_confs', 'load_conf', 'plot_confs'] +31/10/23 13:11:51| ERROR: estimate comparison failed. Exceprion: unsupported operand type(s) for /: 'NoneType' and 'str' +---------------------------------------------------------------------------------------------------- +31/10/23 13:12:56| INFO: dataset imdb_2prevs +31/10/23 13:13:03| INFO: Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 13:13:15| INFO: ref finished [took 11.2578s] +31/10/23 13:13:19| INFO: atc_mc finished [took 14.7895s] +31/10/23 13:13:19| INFO: atc_ne finished [took 14.8637s] +31/10/23 13:13:28| INFO: mul_sld finished [took 24.2622s] +31/10/23 13:13:38| INFO: mul_sld_bcts finished [took 34.0592s] +31/10/23 13:13:38| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 34.9907s] +31/10/23 13:13:38| INFO: Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 13:13:52| INFO: ref finished [took 12.2334s] +31/10/23 13:13:56| INFO: atc_ne finished [took 16.1148s] +31/10/23 13:13:56| INFO: atc_mc finished [took 16.4135s] +31/10/23 13:14:10| INFO: mul_sld finished [took 30.7003s] +31/10/23 13:14:21| INFO: mul_sld_bcts finished [took 41.5915s] +31/10/23 13:14:21| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 43.0339s] +31/10/23 13:14:21| ERROR: estimate comparison failed. Exceprion: 'environ' object has no attribute '__getdict' +---------------------------------------------------------------------------------------------------- +31/10/23 14:05:25| ERROR: estimate comparison failed. Exceprion: 'environ' object has no attribute '_current_conf' +---------------------------------------------------------------------------------------------------- +31/10/23 14:06:00| INFO: dataset imdb_2prevs +31/10/23 14:06:07| INFO: Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 14:06:19| INFO: ref finished [took 10.8776s] +31/10/23 14:06:23| INFO: atc_ne finished [took 14.0744s] +31/10/23 14:06:23| INFO: atc_mc finished [took 14.4000s] +31/10/23 14:06:33| INFO: mul_sld finished [took 24.5149s] +31/10/23 14:06:42| INFO: mul_sld_bcts finished [took 33.9116s] +31/10/23 14:06:42| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 34.8416s] +31/10/23 14:06:42| INFO: Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 14:06:55| INFO: ref finished [took 11.2125s] +31/10/23 14:06:59| INFO: atc_ne finished [took 14.9235s] +31/10/23 14:06:59| INFO: atc_mc finished [took 15.1623s] +31/10/23 14:07:12| INFO: mul_sld finished [took 28.3463s] +31/10/23 14:07:23| INFO: mul_sld_bcts finished [took 39.0377s] +31/10/23 14:07:23| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 40.4312s] +31/10/23 14:07:23| ERROR: estimate comparison failed. Exceprion: 'environ' object has no attribute '__getdict' +---------------------------------------------------------------------------------------------------- +31/10/23 14:09:14| INFO: dataset imdb_2prevs +31/10/23 14:09:22| INFO: Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 14:09:33| INFO: ref finished [took 10.6213s] +31/10/23 14:09:37| INFO: atc_mc finished [took 14.2004s] +31/10/23 14:09:37| INFO: atc_ne finished [took 14.2574s] +31/10/23 14:09:46| INFO: mul_sld finished [took 23.8084s] +31/10/23 14:09:56| INFO: mul_sld_bcts finished [took 33.4634s] +31/10/23 14:09:56| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 34.4023s] +31/10/23 14:09:56| INFO: Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 14:10:09| INFO: ref finished [took 11.0452s] +31/10/23 14:10:12| INFO: atc_mc finished [took 14.0363s] +31/10/23 14:10:12| INFO: atc_ne finished [took 14.2492s] +31/10/23 14:10:25| INFO: mul_sld finished [took 27.1464s] +31/10/23 14:10:35| INFO: mul_sld_bcts finished [took 37.7957s] +31/10/23 14:10:35| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 39.1750s] +31/10/23 14:10:35| ERROR: estimate comparison failed. Exceprion: unsupported operand type(s) for /: 'NoneType' and 'str' +---------------------------------------------------------------------------------------------------- +31/10/23 14:14:00| INFO: dataset imdb_2prevs +31/10/23 14:14:07| INFO: Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 14:14:19| INFO: ref finished [took 11.0176s] +31/10/23 14:14:22| INFO: atc_mc finished [took 14.0422s] +31/10/23 14:14:23| INFO: atc_ne finished [took 14.2169s] +31/10/23 14:14:31| INFO: mul_sld finished [took 23.7014s] +31/10/23 14:14:42| INFO: mul_sld_bcts finished [took 33.7536s] +31/10/23 14:14:42| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 34.7003s] +31/10/23 14:14:42| INFO: Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 14:14:54| INFO: ref finished [took 11.0187s] +31/10/23 14:14:57| INFO: atc_mc finished [took 14.0175s] +31/10/23 14:14:58| INFO: atc_ne finished [took 14.4154s] +31/10/23 14:15:10| INFO: mul_sld finished [took 27.5946s] +31/10/23 14:15:21| INFO: mul_sld_bcts finished [took 38.0464s] +31/10/23 14:15:21| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 39.4594s] +31/10/23 14:15:21| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['atc_mc', 'mul_sld', 'atc_ne', 'mul_sld_bcts', 'ref'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': None, 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': None, 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True} +31/10/23 14:15:21| ERROR: estimate comparison failed. Exceprion: unsupported operand type(s) for /: 'NoneType' and 'str' +---------------------------------------------------------------------------------------------------- +31/10/23 14:30:59| INFO: dataset imdb_2prevs +31/10/23 14:31:10| INFO: Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 14:31:33| INFO: ref finished [took 22.2885s] +31/10/23 14:31:41| INFO: atc_mc finished [took 29.8328s] +31/10/23 14:31:41| INFO: atc_ne finished [took 30.1421s] +31/10/23 14:31:46| INFO: mul_sld finished [took 35.8373s] +31/10/23 14:31:57| INFO: mul_sld_bcts finished [took 46.5130s] +31/10/23 14:31:57| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 47.5379s] +31/10/23 14:31:57| INFO: Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 14:32:24| INFO: ref finished [took 24.3912s] +31/10/23 14:32:31| INFO: atc_mc finished [took 31.2488s] +31/10/23 14:32:31| INFO: atc_ne finished [took 31.5120s] +31/10/23 14:32:43| INFO: mul_sld finished [took 44.6372s] +31/10/23 14:32:54| INFO: mul_sld_bcts finished [took 54.5749s] +31/10/23 14:32:54| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 56.2358s] +31/10/23 14:32:54| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['mul_sld_bcts', 'atc_ne', 'atc_mc', 'ref', 'mul_sld'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True} +31/10/23 14:32:58| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['mul_sld_bcts', 'atc_ne', 'atc_mc', 'ref', 'mul_sld'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['mul_sld_bcts', 'mul_sld', 'ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': False} +---------------------------------------------------------------------------------------------------- +31/10/23 14:37:38| INFO: dataset imdb_2prevs +31/10/23 14:37:45| INFO: Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 14:37:58| INFO: ref finished [took 11.4397s] +31/10/23 14:38:01| INFO: atc_mc finished [took 14.6411s] +31/10/23 14:38:01| INFO: atc_ne finished [took 14.8218s] +31/10/23 14:38:11| INFO: mul_sld finished [took 24.4862s] +31/10/23 14:38:20| INFO: mul_sld_bcts finished [took 33.9900s] +31/10/23 14:38:20| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 34.9816s] +31/10/23 14:38:20| INFO: Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 14:38:33| INFO: ref finished [took 11.3787s] +31/10/23 14:38:36| INFO: atc_mc finished [took 14.4366s] +31/10/23 14:38:36| INFO: atc_ne finished [took 14.3365s] +31/10/23 14:38:50| INFO: mul_sld finished [took 28.1585s] +31/10/23 14:39:00| INFO: mul_sld_bcts finished [took 38.5508s] +31/10/23 14:39:00| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 40.0193s] +31/10/23 14:39:00| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['atc_ne', 'mul_sld', 'ref', 'mul_sld_bcts', 'atc_mc'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True} +31/10/23 14:39:03| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['atc_ne', 'mul_sld', 'ref', 'mul_sld_bcts', 'atc_mc'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['mul_sld_bcts', 'mul_sld', 'ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': False} +---------------------------------------------------------------------------------------------------- +31/10/23 14:44:15| INFO: dataset imdb_2prevs +31/10/23 14:44:22| INFO: Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 14:44:35| INFO: ref finished [took 11.5902s] +31/10/23 14:44:38| INFO: atc_mc finished [took 14.7915s] +31/10/23 14:44:39| INFO: atc_ne finished [took 14.8611s] +31/10/23 14:44:48| INFO: mul_sld finished [took 24.7670s] +31/10/23 14:44:58| INFO: mul_sld_bcts finished [took 34.3171s] +31/10/23 14:44:58| INFO: Dataset sample 0.10 of dataset imdb_2prevs finished [took 35.3088s] +31/10/23 14:44:58| INFO: Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 14:45:11| INFO: ref finished [took 11.8887s] +31/10/23 14:45:15| INFO: atc_mc finished [took 15.2624s] +31/10/23 14:45:15| INFO: atc_ne finished [took 15.2085s] +31/10/23 14:45:28| INFO: mul_sld finished [took 28.5408s] +31/10/23 14:45:38| INFO: mul_sld_bcts finished [took 38.9976s] +31/10/23 14:45:38| INFO: Dataset sample 0.50 of dataset imdb_2prevs finished [took 40.5854s] +31/10/23 14:45:38| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['atc_ne', 'mul_sld_bcts', 'atc_mc', 'ref', 'mul_sld'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True} +31/10/23 14:45:41| DEBUG: {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['atc_ne', 'mul_sld_bcts', 'atc_mc', 'ref', 'mul_sld'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['mul_sld_bcts', 'mul_sld', 'ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': False} +---------------------------------------------------------------------------------------------------- +31/10/23 14:55:18| INFO dataset imdb_2prevs +31/10/23 14:55:26| INFO Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 14:55:37| INFO ref finished [took 10.1990s] +31/10/23 14:55:40| INFO atc_mc finished [took 13.4778s] +31/10/23 14:55:41| INFO atc_ne finished [took 13.5559s] +31/10/23 14:55:50| INFO mul_sld finished [took 23.0450s] +31/10/23 14:55:59| INFO mul_sld_bcts finished [took 32.4582s] +31/10/23 14:55:59| INFO Dataset sample 0.10 of dataset imdb_2prevs finished [took 33.3679s] +31/10/23 14:55:59| INFO Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 14:56:11| INFO ref finished [took 10.3415s] +31/10/23 14:56:14| INFO atc_mc finished [took 13.4638s] +31/10/23 14:56:14| INFO atc_ne finished [took 13.4791s] +31/10/23 14:56:27| INFO mul_sld finished [took 26.3298s] +31/10/23 14:56:38| INFO mul_sld_bcts finished [took 37.2449s] +31/10/23 14:56:38| INFO Dataset sample 0.50 of dataset imdb_2prevs finished [took 38.6430s] +31/10/23 14:56:38| DEBUG {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['mul_sld_bcts', 'atc_mc', 'ref', 'mul_sld', 'atc_ne'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True} +31/10/23 14:56:41| DEBUG {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['mul_sld_bcts', 'atc_mc', 'ref', 'mul_sld', 'atc_ne'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['mul_sld_bcts', 'mul_sld', 'ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': False} +---------------------------------------------------------------------------------------------------- +31/10/23 15:00:19| INFO dataset imdb_2prevs +31/10/23 15:00:26| INFO Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 15:00:38| INFO ref finished [took 10.7099s] +31/10/23 15:00:41| INFO atc_ne finished [took 13.7392s] +31/10/23 15:00:41| INFO atc_mc finished [took 13.9108s] +31/10/23 15:00:50| INFO mul_sld finished [took 23.3628s] +31/10/23 15:01:00| INFO mul_sld_bcts finished [took 33.0440s] +31/10/23 15:01:00| INFO Dataset sample 0.10 of dataset imdb_2prevs finished [took 33.9805s] +31/10/23 15:01:00| INFO Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 15:01:12| INFO ref finished [took 10.7020s] +31/10/23 15:01:15| INFO atc_mc finished [took 13.9521s] +31/10/23 15:01:15| INFO atc_ne finished [took 13.8623s] +31/10/23 15:01:28| INFO mul_sld finished [took 26.8476s] +31/10/23 15:01:39| INFO mul_sld_bcts finished [took 37.4291s] +31/10/23 15:01:39| INFO Dataset sample 0.50 of dataset imdb_2prevs finished [took 38.8721s] +31/10/23 15:01:39| DEBUG {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['ref', 'atc_mc', 'mul_sld', 'atc_ne', 'mul_sld_bcts'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': True} +31/10/23 15:01:42| DEBUG {'DATASET_NAME': 'imdb', 'DATASET_TARGET': None, 'METRICS': ['acc'], 'COMP_ESTIMATORS': ['ref', 'atc_mc', 'mul_sld', 'atc_ne', 'mul_sld_bcts'], 'DATASET_N_PREVS': 5, 'DATASET_PREVS': [0.5, 0.1], 'OUT_DIR_NAME': 'output', 'OUT_DIR': WindowsPath('output/imdb_2prevs'), 'PLOT_DIR_NAME': 'plot', 'PLOT_OUT_DIR': WindowsPath('output/imdb_2prevs/plot'), 'DATASET_DIR_UPDATE': False, 'PROTOCOL_N_PREVS': 21, 'PROTOCOL_REPEATS': 100, 'SAMPLE_SIZE': 1000, 'PLOT_ESTIMATORS': ['mul_sld_bcts', 'mul_sld', 'ref', 'atc_mc', 'atc_ne'], 'PLOT_STDEV': False} +---------------------------------------------------------------------------------------------------- +31/10/23 15:02:43| INFO dataset imdb_2prevs +31/10/23 15:02:50| INFO Dataset sample 0.10 of dataset imdb_2prevs started +31/10/23 15:03:02| INFO ref finished [took 10.5528s] +31/10/23 15:03:05| INFO atc_mc finished [took 13.7838s] +31/10/23 15:03:05| INFO atc_ne finished [took 13.6736s] +31/10/23 15:03:14| INFO mul_sld finished [took 23.2705s] +31/10/23 15:03:24| INFO mul_sld_bcts finished [took 32.8493s] +31/10/23 15:03:24| INFO Dataset sample 0.10 of dataset imdb_2prevs finished [took 33.7917s] +31/10/23 15:03:24| INFO Dataset sample 0.50 of dataset imdb_2prevs started +31/10/23 15:03:36| INFO ref finished [took 10.4338s] +31/10/23 15:03:39| INFO atc_mc finished [took 13.5140s] +31/10/23 15:03:39| INFO atc_ne finished [took 13.5920s] +31/10/23 15:03:52| INFO mul_sld finished [took 26.7677s] +31/10/23 15:04:03| INFO mul_sld_bcts finished [took 37.2882s] +31/10/23 15:04:03| INFO Dataset sample 0.50 of dataset imdb_2prevs finished [took 38.7014s]