Update model for torch 2.0

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Files changed (3) hide show

loss.tsv +151 -143
pytorch_model.bin +2 -2
training.log +0 -0

loss.tsv CHANGED Viewed

@@ -1,143 +1,151 @@
-EPOCH	TIMESTAMP	BAD_EPOCHS	LEARNING_RATE	TRAIN_LOSS	TEST_LOSS	TEST_PRECISION	TEST_RECALL	TEST_F1
-0	14:36:34	0	0.1000	4.008367513935521	1.2577271461486816	0.9789	0.9789	0.9789
-1	14:44:29	0	0.1000	2.163354017959451	1.0980191230773926	0.9811	0.9811	0.9811
-2	14:53:01	0	0.1000	1.9004344679949419	1.0910283327102661	0.9812	0.9812	0.9812
-3	15:01:14	0	0.1000	1.751520331726884	1.0109158754348755	0.983	0.983	0.983
-4	15:10:10	0	0.1000	1.6782221034112967	0.9781177639961243	0.9827	0.9827	0.9827
-5	15:18:30	0	0.1000	1.5933319744523966	0.9855104088783264	0.9832	0.9832	0.9832
-6	15:26:42	0	0.1000	1.5720505905488753	0.9396699070930481	0.9839	0.9839	0.9839
-7	15:34:34	0	0.1000	1.4993335689463705	0.9325671195983887	0.9843	0.9843	0.9843
-8	15:42:32	0	0.1000	1.4683161432225749	0.9401538968086243	0.9838	0.9838	0.9838
-9	15:50:56	0	0.1000	1.4346334695366194	0.9269382357597351	0.9841	0.9841	0.9841
-10	15:59:54	0	0.1000	1.4206131338061028	0.9161098003387451	0.984	0.984	0.984
-11	16:07:57	0	0.1000	1.4055630077730934	0.897429347038269	0.9846	0.9846	0.9846
-12	16:16:06	0	0.1000	1.373073951512013	0.9149079322814941	0.9845	0.9845	0.9845
-13	16:24:46	0	0.1000	1.3466703206075812	0.8978148698806763	0.9848	0.9848	0.9848
-14	16:33:08	0	0.1000	1.3374556048298782	0.8893901109695435	0.9845	0.9845	0.9845
-15	16:41:06	0	0.1000	1.3307637055864874	0.9063434600830078	0.9847	0.9847	0.9847
-16	16:49:37	0	0.1000	1.3076906337490621	0.8879907131195068	0.9844	0.9844	0.9844
-17	16:58:02	0	0.1000	1.2761721186817816	0.8983049392700195	0.9845	0.9845	0.9845
-18	17:05:53	0	0.1000	1.271227304136978	0.8802424073219299	0.9851	0.9851	0.9851
-19	17:14:16	0	0.1000	1.2710339361316754	0.8875988125801086	0.9848	0.9848	0.9848
-20	17:22:23	0	0.1000	1.2573032806729372	0.868634045124054	0.9851	0.9851	0.9851
-21	17:30:41	0	0.1000	1.245996435796315	0.8761005401611328	0.985	0.985	0.985
-22	17:38:59	0	0.1000	1.222834424320257	0.9007474780082703	0.9848	0.9848	0.9848
-23	17:47:06	0	0.1000	1.2212693688667045	0.8793701529502869	0.9846	0.9846	0.9846
-24	17:55:32	0	0.1000	1.2166621732037022	0.8733012676239014	0.9852	0.9852	0.9852
-25	18:03:46	0	0.1000	1.2115359597610977	0.8737635612487793	0.9849	0.9849	0.9849
-26	18:11:54	0	0.1000	1.1791622321898083	0.8651444315910339	0.9853	0.9853	0.9853
-27	18:20:28	1	0.1000	1.189784155330568	0.8619667887687683	0.9852	0.9852	0.9852
-28	18:28:24	2	0.1000	1.1796241974605703	0.8816197514533997	0.985	0.985	0.985
-29	18:37:07	3	0.1000	1.1875165427687033	0.874102771282196	0.9855	0.9855	0.9855
-30	18:45:33	0	0.1000	1.1682702933842282	0.8671573996543884	0.9854	0.9854	0.9854
-31	18:53:49	0	0.1000	1.1570520079360818	0.8725769519805908	0.9852	0.9852	0.9852
-32	19:02:17	1	0.1000	1.1585131167240863	0.8707659244537354	0.9853	0.9853	0.9853
-33	19:10:39	0	0.1000	1.1393565388445583	0.8681735992431641	0.9853	0.9853	0.9853
-34	19:19:04	1	0.1000	1.1428494264494697	0.8624382615089417	0.9854	0.9854	0.9854
-35	19:27:45	2	0.1000	1.1424201743557767	0.8647207021713257	0.9854	0.9854	0.9854
-36	19:36:05	0	0.1000	1.1202877420299457	0.8638347387313843	0.9854	0.9854	0.9854
-37	19:44:21	1	0.1000	1.1311183402673253	0.8702887892723083	0.9851	0.9851	0.9851
-38	19:52:55	2	0.1000	1.12726934715262	0.8800793290138245	0.9852	0.9852	0.9852
-39	20:00:54	3	0.1000	1.1242271356650118	0.8791370391845703	0.9854	0.9854	0.9854
-40	20:09:18	0	0.1000	1.0961355772220864	0.8757585287094116	0.9854	0.9854	0.9854
-41	20:17:09	1	0.1000	1.1003335604127849	0.8738007545471191	0.9851	0.9851	0.9851
-42	20:25:02	0	0.1000	1.0918549644384743	0.8711261749267578	0.9857	0.9857	0.9857
-43	20:32:56	1	0.1000	1.095643256216679	0.8664193153381348	0.9854	0.9854	0.9854
-44	20:41:10	2	0.1000	1.0931422947487741	0.8765290379524231	0.9853	0.9853	0.9853
-45	20:49:32	3	0.1000	1.095532551767691	0.8595676422119141	0.9857	0.9857	0.9857
-46	20:57:48	0	0.1000	1.0823876487983848	0.8736404776573181	0.9855	0.9855	0.9855
-47	21:06:08	0	0.1000	1.0658918488925357	0.8816397786140442	0.9856	0.9856	0.9856
-48	21:15:03	1	0.1000	1.066866978406906	0.8638147115707397	0.9854	0.9854	0.9854
-49	21:22:56	2	0.1000	1.0886192945714266	0.8806375861167908	0.9853	0.9853	0.9853
-50	21:31:47	0	0.1000	1.0568831916237778	0.8815222978591919	0.9853	0.9853	0.9853
-51	21:40:17	1	0.1000	1.059176179834132	0.8800312876701355	0.9854	0.9854	0.9854
-52	21:48:19	0	0.1000	1.0550847964691665	0.8634426593780518	0.9857	0.9857	0.9857
-53	21:56:32	0	0.1000	1.0347917758518794	0.8902379274368286	0.9858	0.9858	0.9858
-54	22:04:53	1	0.1000	1.0553579241712139	0.8602169156074524	0.9855	0.9855	0.9855
-55	22:12:49	2	0.1000	1.0556637697849633	0.8598523139953613	0.9858	0.9858	0.9858
-56	22:21:14	3	0.1000	1.0436716236933223	0.8705869317054749	0.9856	0.9856	0.9856
-57	22:29:57	0	0.1000	1.0228789444914403	0.870323896408081	0.9858	0.9858	0.9858
-58	22:38:26	1	0.1000	1.0271192405808647	0.888481855392456	0.9854	0.9854	0.9854
-59	22:47:07	2	0.1000	1.0378682003043733	0.8799546360969543	0.9855	0.9855	0.9855
-60	22:54:55	0	0.1000	1.0227146919268482	0.8756501078605652	0.9858	0.9858	0.9858
-61	23:03:59	0	0.1000	1.0122003238830926	0.8810533285140991	0.9855	0.9855	0.9855
-62	23:12:52	1	0.1000	1.0485500928815805	0.8817822933197021	0.9854	0.9854	0.9854
-63	23:21:33	2	0.1000	1.0170415557667893	0.8638274669647217	0.9855	0.9855	0.9855
-64	23:29:55	3	0.1000	1.014521924718371	0.8873447775840759	0.9854	0.9854	0.9854
-65	23:37:57	4	0.1000	1.014803165444788	0.8913549184799194	0.9855	0.9855	0.9855
-66	23:46:39	0	0.0500	0.9479580966650315	0.8857957124710083	0.9859	0.9859	0.9859
-67	23:55:04	0	0.0500	0.9425211805217671	0.8628813028335571	0.9857	0.9857	0.9857
-68	00:03:54	0	0.0500	0.9135979884862899	0.8728424906730652	0.9858	0.9858	0.9858
-69	00:12:33	1	0.0500	0.9247301808674381	0.872383177280426	0.9858	0.9858	0.9858
-70	00:21:15	0	0.0500	0.9128732096361664	0.8710495233535767	0.9859	0.9859	0.9859
-71	00:29:40	0	0.0500	0.9042936521093801	0.8692572116851807	0.9857	0.9857	0.9857
-72	00:37:44	0	0.0500	0.9033016588159327	0.878852903842926	0.986	0.986	0.986
-73	00:45:57	0	0.0500	0.8773919828714065	0.865746259689331	0.9857	0.9857	0.9857
-74	00:54:34	0	0.0500	0.8679883146735857	0.8742089867591858	0.9859	0.9859	0.9859
-75	01:03:03	1	0.0500	0.891358519876903	0.87213134765625	0.9858	0.9858	0.9858
-76	01:11:20	2	0.0500	0.872176597422024	0.8654622435569763	0.9859	0.9859	0.9859
-77	01:19:45	3	0.0500	0.872468108962167	0.8700181245803833	0.9859	0.9859	0.9859
-78	01:28:01	4	0.0500	0.8821615111827851	0.8670461773872375	0.986	0.986	0.986
-79	01:36:12	0	0.0250	0.8530965350202795	0.8679666519165039	0.9859	0.9859	0.9859
-80	01:44:54	0	0.0250	0.8332193144424906	0.8621937036514282	0.9859	0.9859	0.9859
-81	01:53:07	0	0.0250	0.8315853100621475	0.8638757467269897	0.986	0.986	0.986
-82	02:01:49	0	0.0250	0.8290982493477047	0.8625437617301941	0.986	0.986	0.986
-83	02:10:17	1	0.0250	0.8297435836353392	0.8690134882926941	0.986	0.986	0.986
-84	02:18:32	0	0.0250	0.8172947089289719	0.8628909587860107	0.986	0.986	0.986
-85	02:26:43	0	0.0250	0.812517744538919	0.8665143251419067	0.986	0.986	0.986
-86	02:35:36	0	0.0250	0.8107178360504924	0.8698837161064148	0.986	0.986	0.986
-87	02:44:17	0	0.0250	0.8075715616851483	0.8780113458633423	0.986	0.986	0.986
-88	02:53:06	0	0.0250	0.8073269930144525	0.8748922944068909	0.9861	0.9861	0.9861
-89	03:02:06	0	0.0250	0.7929732948091794	0.8709448575973511	0.9861	0.9861	0.9861
-90	03:10:44	1	0.0250	0.8116432329393782	0.8663097620010376	0.986	0.986	0.986
-91	03:19:48	2	0.0250	0.805180228661816	0.8722399473190308	0.9859	0.9859	0.9859
-92	03:27:59	3	0.0250	0.7929308533949672	0.8725450038909912	0.9861	0.9861	0.9861
-93	03:36:29	4	0.0250	0.8075241990584248	0.8720933198928833	0.9861	0.9861	0.9861
-94	03:44:53	0	0.0125	0.7846327245966443	0.8689613938331604	0.986	0.986	0.986
-95	03:53:13	1	0.0125	0.7975563114937746	0.864532470703125	0.9861	0.9861	0.9861
-96	04:01:28	0	0.0125	0.7842649862788759	0.8675511479377747	0.986	0.986	0.986
-97	04:10:05	0	0.0125	0.7774382631171425	0.8691446185112	0.986	0.986	0.986
-98	04:18:02	1	0.0125	0.7893856516874062	0.8716655373573303	0.9859	0.9859	0.9859
-99	04:26:19	2	0.0125	0.7788836819776949	0.8742871880531311	0.9862	0.9862	0.9862
-100	04:34:37	0	0.0125	0.7732159744905975	0.8769155740737915	0.9859	0.9859	0.9859
-101	04:43:07	1	0.0125	0.7743589581633514	0.8772578835487366	0.986	0.986	0.986
-102	04:51:52	0	0.0125	0.7597070909783525	0.8754911422729492	0.986	0.986	0.986
-103	05:00:07	1	0.0125	0.7657219985127449	0.8714533448219299	0.9862	0.9862	0.9862
-104	05:08:09	2	0.0125	0.7751772561613118	0.8732997179031372	0.986	0.986	0.986
-105	05:15:57	3	0.0125	0.7704332929456009	0.8731410503387451	0.986	0.986	0.986
-106	05:24:43	4	0.0125	0.7656213049731164	0.8733732104301453	0.9861	0.9861	0.9861
-107	05:33:14	0	0.0063	0.7456300285346104	0.8719821572303772	0.986	0.986	0.986
-108	05:41:43	1	0.0063	0.767869704764969	0.8725889921188354	0.9861	0.9861	0.9861
-109	05:50:10	2	0.0063	0.7621631826207322	0.874808669090271	0.9861	0.9861	0.9861
-110	05:59:14	3	0.0063	0.7490265315433718	0.8728870749473572	0.986	0.986	0.986
-111	06:07:41	4	0.0063	0.7540235197431636	0.8721423149108887	0.9861	0.9861	0.9861
-112	06:15:40	0	0.0031	0.7366209726176172	0.8710729479789734	0.9861	0.9861	0.9861
-113	06:24:11	1	0.0031	0.7613341029747477	0.8746064305305481	0.986	0.986	0.986
-114	06:31:59	2	0.0031	0.759065353459907	0.8729156255722046	0.9859	0.9859	0.9859
-115	06:40:34	3	0.0031	0.7491356465332913	0.8742703199386597	0.986	0.986	0.986
-116	06:49:10	4	0.0031	0.7422314731411214	0.8741567730903625	0.986	0.986	0.986
-117	06:57:33	1	0.0016	0.7465769196400103	0.8745524883270264	0.986	0.986	0.986
-118	07:05:30	0	0.0016	0.7297081322040198	0.8748660683631897	0.9861	0.9861	0.9861
-119	07:13:44	1	0.0016	0.7487920585724542	0.8736621141433716	0.986	0.986	0.986
-120	07:22:37	2	0.0016	0.7521174660549974	0.8738390803337097	0.986	0.986	0.986
-121	07:31:14	3	0.0016	0.7467978782361409	0.8738065958023071	0.9861	0.9861	0.9861
-122	07:39:58	4	0.0016	0.7361560741404317	0.8747486472129822	0.9861	0.9861	0.9861
-123	07:48:40	1	0.0008	0.7401143690831257	0.8742570877075195	0.986	0.986	0.986
-124	07:57:08	2	0.0008	0.7347634346192737	0.8744410872459412	0.986	0.986	0.986
-125	08:05:23	3	0.0008	0.7467471407044609	0.8747740387916565	0.986	0.986	0.986
-126	08:13:42	0	0.0008	0.726040545162165	0.8744993805885315	0.986	0.986	0.986
-127	08:22:38	1	0.0008	0.7422327684737602	0.8742579221725464	0.9861	0.9861	0.9861
-128	08:31:00	2	0.0008	0.753200509531318	0.8744280338287354	0.9861	0.9861	0.9861
-129	08:38:48	3	0.0008	0.7488863416044217	0.8747811913490295	0.986	0.986	0.986
-130	08:47:02	4	0.0008	0.7427260273020222	0.8745757937431335	0.986	0.986	0.986
-131	08:55:32	1	0.0004	0.7283043986109068	0.8750640153884888	0.9861	0.9861	0.9861
-132	09:04:08	2	0.0004	0.7460261738469016	0.874792218208313	0.986	0.986	0.986
-133	09:12:12	3	0.0004	0.7422142098984629	0.8739121556282043	0.986	0.986	0.986
-134	09:20:21	4	0.0004	0.7333195368017791	0.8739151954650879	0.986	0.986	0.986
-135	09:28:48	1	0.0002	0.7446140764906721	0.8738541007041931	0.986	0.986	0.986
-136	09:36:52	2	0.0002	0.7396735451300189	0.8738033175468445	0.986	0.986	0.986
-137	09:45:28	0	0.0002	0.722099937464831	0.8742627501487732	0.986	0.986	0.986
-138	09:53:49	1	0.0002	0.7288362916966654	0.8744918704032898	0.986	0.986	0.986
-139	10:02:27	2	0.0002	0.7390751829687154	0.8747418522834778	0.986	0.986	0.986
-140	10:10:36	3	0.0002	0.7397080369602959	0.8742198944091797	0.986	0.986	0.986
-141	10:18:53	4	0.0002	0.7296309486368917	0.8745017051696777	0.986	0.986	0.986

+EPOCH	TIMESTAMP	BAD_EPOCHS	LEARNING_RATE	TRAIN_LOSS
+1	05:22:19	0	0.1000	0.1497336111637573
+2	05:25:16	0	0.1000	0.10013797185883823
+3	05:28:14	0	0.1000	0.08678737528532587
+4	05:31:14	0	0.1000	0.07961283802472009
+5	05:34:14	0	0.1000	0.07486368154123668
+6	05:37:13	0	0.1000	0.07135483388550756
+7	05:40:13	0	0.1000	0.06858703955569256
+8	05:43:13	0	0.1000	0.06588370338740707
+9	05:46:11	0	0.1000	0.0643024174395952
+10	05:49:10	0	0.1000	0.06236078089558646
+11	05:52:08	0	0.1000	0.06128174652354186
+12	05:55:48	0	0.1000	0.05957265680347065
+13	05:58:52	0	0.1000	0.0583999938690838
+14	06:01:57	0	0.1000	0.057580858642826714
+15	06:05:01	0	0.1000	0.057045860944003816
+16	06:08:07	0	0.1000	0.05576982060402838
+17	06:11:13	0	0.1000	0.0554273793377354
+18	06:14:18	0	0.1000	0.05417084670121663
+19	06:17:22	0	0.1000	0.053493660869855846
+20	06:20:29	0	0.1000	0.05278548088243993
+21	06:23:35	0	0.1000	0.05228397089590615
+22	06:26:40	0	0.1000	0.05188800665376432
+23	06:29:46	0	0.1000	0.05172851855663146
+24	06:32:49	0	0.1000	0.05090509573589116
+25	06:35:52	0	0.1000	0.050319657948834355
+26	06:38:56	0	0.1000	0.04997727444703367
+27	06:41:58	1	0.1000	0.05021903821343008
+28	06:45:02	0	0.1000	0.049161266850830644
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