Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0159	2	3.6352	-0.0066	3.6352	1.9066
No log	0.0317	4	2.1072	-0.0300	2.1072	1.4516
No log	0.0476	6	1.1555	0.1667	1.1555	1.0749
No log	0.0635	8	1.0165	0.0883	1.0165	1.0082
No log	0.0794	10	1.2512	0.1121	1.2512	1.1186
No log	0.0952	12	1.7923	-0.0283	1.7923	1.3388
No log	0.1111	14	1.7765	-0.0301	1.7765	1.3329
No log	0.1270	16	1.6100	-0.0137	1.6100	1.2689
No log	0.1429	18	1.1681	0.0597	1.1681	1.0808
No log	0.1587	20	0.9982	0.0597	0.9982	0.9991
No log	0.1746	22	0.9529	0.0299	0.9529	0.9762
No log	0.1905	24	0.9482	0.0299	0.9482	0.9737
No log	0.2063	26	1.0978	0.0455	1.0978	1.0477
No log	0.2222	28	1.2548	0.0455	1.2548	1.1202
No log	0.2381	30	1.4135	0.0015	1.4135	1.1889
No log	0.2540	32	1.3315	0.0015	1.3315	1.1539
No log	0.2698	34	1.1148	0.0015	1.1148	1.0558
No log	0.2857	36	1.0052	0.0597	1.0052	1.0026
No log	0.3016	38	0.9113	0.1181	0.9113	0.9546
No log	0.3175	40	0.7844	0.2067	0.7844	0.8856
No log	0.3333	42	0.8079	0.1296	0.8079	0.8988
No log	0.3492	44	0.9058	0.1189	0.9058	0.9517
No log	0.3651	46	1.2217	0.0597	1.2217	1.1053
No log	0.3810	48	1.5327	0.0171	1.5327	1.2380
No log	0.3968	50	1.6171	0.0527	1.6171	1.2717
No log	0.4127	52	1.5538	0.0289	1.5538	1.2465
No log	0.4286	54	1.2962	0.1324	1.2962	1.1385
No log	0.4444	56	1.1371	0.0840	1.1371	1.0664
No log	0.4603	58	1.0421	0.1140	1.0421	1.0208
No log	0.4762	60	0.9956	0.1467	0.9956	0.9978
No log	0.4921	62	1.1772	0.1274	1.1772	1.0850
No log	0.5079	64	1.5136	0.0901	1.5136	1.2303
No log	0.5238	66	1.5974	0.1343	1.5974	1.2639
No log	0.5397	68	1.3733	0.0675	1.3733	1.1719
No log	0.5556	70	1.2176	0.1555	1.2176	1.1035
No log	0.5714	72	0.9895	0.1181	0.9895	0.9947
No log	0.5873	74	0.8524	0.1181	0.8524	0.9232
No log	0.6032	76	0.8128	0.1324	0.8128	0.9016
No log	0.6190	78	0.8423	0.0882	0.8423	0.9178
No log	0.6349	80	0.8314	0.1324	0.8314	0.9118
No log	0.6508	82	0.7935	0.2353	0.7935	0.8908
No log	0.6667	84	0.8547	0.2353	0.8547	0.9245
No log	0.6825	86	1.1488	0.2078	1.1488	1.0718
No log	0.6984	88	1.5992	0.0420	1.5992	1.2646
No log	0.7143	90	1.5432	0.0251	1.5432	1.2422
No log	0.7302	92	1.3048	0.1758	1.3048	1.1423
No log	0.7460	94	1.0220	0.1982	1.0220	1.0109
No log	0.7619	96	0.8579	0.2283	0.8579	0.9262
No log	0.7778	98	0.8712	0.2173	0.8712	0.9334
No log	0.7937	100	0.9867	0.2576	0.9867	0.9933
No log	0.8095	102	1.0381	0.2436	1.0381	1.0189
No log	0.8254	104	1.1300	0.2005	1.1300	1.0630
No log	0.8413	106	0.9891	0.2576	0.9891	0.9945
No log	0.8571	108	0.9050	0.2639	0.9050	0.9513
No log	0.8730	110	0.7171	0.3562	0.7171	0.8468
No log	0.8889	112	0.6440	0.3096	0.6440	0.8025
No log	0.9048	114	0.6347	0.3085	0.6347	0.7967
No log	0.9206	116	0.6798	0.3987	0.6798	0.8245
No log	0.9365	118	0.7767	0.3148	0.7767	0.8813
No log	0.9524	120	0.9303	0.2576	0.9303	0.9645
No log	0.9683	122	0.9052	0.2576	0.9052	0.9514
No log	0.9841	124	0.7744	0.2846	0.7744	0.8800
No log	1.0	126	0.7592	0.2776	0.7592	0.8713
No log	1.0159	128	0.7568	0.2888	0.7568	0.8699
No log	1.0317	130	0.7804	0.2294	0.7804	0.8834
No log	1.0476	132	0.7735	0.2608	0.7735	0.8795
No log	1.0635	134	0.7576	0.3523	0.7576	0.8704
No log	1.0794	136	0.9876	0.2587	0.9876	0.9938
No log	1.0952	138	1.3631	0.1275	1.3631	1.1675
No log	1.1111	140	1.4313	0.1676	1.4313	1.1964
No log	1.1270	142	1.2734	0.1648	1.2734	1.1284
No log	1.1429	144	1.0908	0.2334	1.0908	1.0444
No log	1.1587	146	0.9161	0.1324	0.9161	0.9571
No log	1.1746	148	0.7530	0.2342	0.7530	0.8678
No log	1.1905	150	0.6807	0.3523	0.6807	0.8250
No log	1.2063	152	0.6293	0.3357	0.6293	0.7933
No log	1.2222	154	0.6051	0.3443	0.6051	0.7779
No log	1.2381	156	0.6120	0.2810	0.6120	0.7823
No log	1.2540	158	0.6307	0.2969	0.6307	0.7942
No log	1.2698	160	0.6615	0.4272	0.6615	0.8133
No log	1.2857	162	0.6601	0.4124	0.6601	0.8125
No log	1.3016	164	0.6566	0.2186	0.6566	0.8103
No log	1.3175	166	0.7141	0.1494	0.7141	0.8450
No log	1.3333	168	0.7514	0.2386	0.7514	0.8668
No log	1.3492	170	0.7347	0.2547	0.7347	0.8572
No log	1.3651	172	0.6816	0.1668	0.6816	0.8256
No log	1.3810	174	0.6636	0.3484	0.6636	0.8146
No log	1.3968	176	0.6717	0.3799	0.6717	0.8196
No log	1.4127	178	0.6610	0.1867	0.6610	0.8130
No log	1.4286	180	0.6760	0.1977	0.6760	0.8222
No log	1.4444	182	0.6926	0.1668	0.6926	0.8322
No log	1.4603	184	0.7063	0.2229	0.7063	0.8404
No log	1.4762	186	0.7145	0.2396	0.7145	0.8453
No log	1.4921	188	0.7491	0.2521	0.7491	0.8655
No log	1.5079	190	0.7431	0.2584	0.7431	0.8621
No log	1.5238	192	0.7375	0.2726	0.7375	0.8588
No log	1.5397	194	0.7150	0.3313	0.7150	0.8456
No log	1.5556	196	0.7069	0.2381	0.7069	0.8408
No log	1.5714	198	0.6884	0.2039	0.6884	0.8297
No log	1.5873	200	0.6841	0.1694	0.6841	0.8271
No log	1.6032	202	0.6857	0.1990	0.6857	0.8281
No log	1.6190	204	0.6725	0.1400	0.6725	0.8201
No log	1.6349	206	0.7109	0.2966	0.7109	0.8431
No log	1.6508	208	0.6986	0.1910	0.6986	0.8358
No log	1.6667	210	0.6869	0.1861	0.6869	0.8288
No log	1.6825	212	0.6867	0.2145	0.6867	0.8287
No log	1.6984	214	0.6868	0.2419	0.6868	0.8287
No log	1.7143	216	0.7176	0.2934	0.7176	0.8471
No log	1.7302	218	0.8409	0.3250	0.8409	0.9170
No log	1.7460	220	0.7894	0.3460	0.7894	0.8885
No log	1.7619	222	0.6715	0.3950	0.6715	0.8195
No log	1.7778	224	0.7364	0.2205	0.7364	0.8581
No log	1.7937	226	0.7584	0.2193	0.7584	0.8709
No log	1.8095	228	0.6783	0.1930	0.6783	0.8236
No log	1.8254	230	0.7167	0.3589	0.7167	0.8466
No log	1.8413	232	0.7939	0.3691	0.7939	0.8910
No log	1.8571	234	0.7423	0.3623	0.7423	0.8615
No log	1.8730	236	0.6717	0.3066	0.6717	0.8196
No log	1.8889	238	0.7674	0.4225	0.7674	0.8760
No log	1.9048	240	0.8098	0.3495	0.8098	0.8999
No log	1.9206	242	0.7286	0.3446	0.7286	0.8536
No log	1.9365	244	0.6740	0.2562	0.6740	0.8210
No log	1.9524	246	0.7206	0.2771	0.7206	0.8489
No log	1.9683	248	0.7312	0.2924	0.7312	0.8551
No log	1.9841	250	0.6941	0.2595	0.6941	0.8331
No log	2.0	252	0.6865	0.2286	0.6865	0.8286
No log	2.0159	254	0.7172	0.2547	0.7172	0.8469
No log	2.0317	256	0.7543	0.2374	0.7543	0.8685
No log	2.0476	258	0.7801	0.2616	0.7801	0.8832
No log	2.0635	260	0.8139	0.3173	0.8139	0.9021
No log	2.0794	262	0.7447	0.2712	0.7447	0.8630
No log	2.0952	264	0.7484	0.2919	0.7484	0.8651
No log	2.1111	266	0.7140	0.2315	0.7140	0.8450
No log	2.1270	268	0.6944	0.2360	0.6944	0.8333
No log	2.1429	270	0.6954	0.1861	0.6954	0.8339
No log	2.1587	272	0.6844	0.1267	0.6844	0.8273
No log	2.1746	274	0.7417	0.1926	0.7417	0.8612
No log	2.1905	276	0.8317	0.2050	0.8317	0.9120
No log	2.2063	278	0.8175	0.1962	0.8175	0.9042
No log	2.2222	280	0.7382	0.2142	0.7382	0.8592
No log	2.2381	282	0.6661	0.1867	0.6661	0.8162
No log	2.2540	284	0.6638	0.1772	0.6638	0.8147
No log	2.2698	286	0.6696	0.1943	0.6696	0.8183
No log	2.2857	288	0.6641	0.1930	0.6641	0.8150
No log	2.3016	290	0.6617	0.2015	0.6617	0.8134
No log	2.3175	292	0.6898	0.2334	0.6898	0.8305
No log	2.3333	294	0.7181	0.2155	0.7181	0.8474
No log	2.3492	296	0.6880	0.2167	0.6880	0.8294
No log	2.3651	298	0.6686	0.1930	0.6686	0.8177
No log	2.3810	300	0.6561	0.1942	0.6561	0.8100
No log	2.3968	302	0.6486	0.2253	0.6486	0.8054
No log	2.4127	304	0.6478	0.2253	0.6478	0.8048
No log	2.4286	306	0.6467	0.2253	0.6467	0.8042
No log	2.4444	308	0.6470	0.2174	0.6470	0.8044
No log	2.4603	310	0.6493	0.2322	0.6493	0.8058
No log	2.4762	312	0.6555	0.2150	0.6555	0.8097
No log	2.4921	314	0.6577	0.1733	0.6577	0.8110
No log	2.5079	316	0.6626	0.2310	0.6626	0.8140
No log	2.5238	318	0.6791	0.2113	0.6791	0.8241
No log	2.5397	320	0.6872	0.2261	0.6872	0.8290
No log	2.5556	322	0.6825	0.2594	0.6825	0.8261
No log	2.5714	324	0.6880	0.3086	0.6880	0.8294
No log	2.5873	326	0.7320	0.2702	0.7320	0.8556
No log	2.6032	328	0.7231	0.2256	0.7231	0.8504
No log	2.6190	330	0.6954	0.3280	0.6954	0.8339
No log	2.6349	332	0.7100	0.2193	0.7100	0.8426
No log	2.6508	334	0.7105	0.2193	0.7105	0.8429
No log	2.6667	336	0.6932	0.3325	0.6932	0.8326
No log	2.6825	338	0.7012	0.2720	0.7012	0.8374
No log	2.6984	340	0.6905	0.2638	0.6905	0.8309
No log	2.7143	342	0.6867	0.3055	0.6867	0.8287
No log	2.7302	344	0.6816	0.2539	0.6816	0.8256
No log	2.7460	346	0.6774	0.2361	0.6774	0.8231
No log	2.7619	348	0.6640	0.2949	0.6640	0.8148
No log	2.7778	350	0.6424	0.3157	0.6424	0.8015
No log	2.7937	352	0.6380	0.2870	0.6380	0.7987
No log	2.8095	354	0.6341	0.3733	0.6341	0.7963
No log	2.8254	356	0.6301	0.2859	0.6301	0.7938
No log	2.8413	358	0.6297	0.2573	0.6297	0.7935
No log	2.8571	360	0.6321	0.2573	0.6321	0.7950
No log	2.8730	362	0.6338	0.2848	0.6338	0.7961
No log	2.8889	364	0.6460	0.3756	0.6460	0.8037
No log	2.9048	366	0.6511	0.3260	0.6511	0.8069
No log	2.9206	368	0.6893	0.2939	0.6893	0.8302
No log	2.9365	370	0.6689	0.3094	0.6689	0.8179
No log	2.9524	372	0.6406	0.2015	0.6406	0.8004
No log	2.9683	374	0.6423	0.1720	0.6423	0.8014
No log	2.9841	376	0.6482	0.2137	0.6482	0.8051
No log	3.0	378	0.6723	0.3094	0.6723	0.8199
No log	3.0159	380	0.7570	0.3253	0.7570	0.8701
No log	3.0317	382	0.7610	0.3253	0.7610	0.8724
No log	3.0476	384	0.6985	0.3380	0.6985	0.8358
No log	3.0635	386	0.6423	0.2371	0.6423	0.8015
No log	3.0794	388	0.6726	0.3757	0.6726	0.8201
No log	3.0952	390	0.7059	0.4320	0.7059	0.8402
No log	3.1111	392	0.6791	0.3508	0.6791	0.8241
No log	3.1270	394	0.6490	0.3808	0.6490	0.8056
No log	3.1429	396	0.6670	0.3730	0.6670	0.8167
No log	3.1587	398	0.6862	0.3485	0.6862	0.8284
No log	3.1746	400	0.6733	0.3315	0.6733	0.8206
No log	3.1905	402	0.6356	0.2798	0.6356	0.7972
No log	3.2063	404	0.6293	0.2532	0.6293	0.7933
No log	3.2222	406	0.6250	0.2382	0.6250	0.7906
No log	3.2381	408	0.6211	0.3587	0.6211	0.7881
No log	3.2540	410	0.6326	0.3313	0.6326	0.7953
No log	3.2698	412	0.6986	0.3485	0.6986	0.8358
No log	3.2857	414	0.7239	0.4087	0.7239	0.8508
No log	3.3016	416	0.6740	0.4130	0.6740	0.8210
No log	3.3175	418	0.6565	0.2585	0.6565	0.8102
No log	3.3333	420	0.6831	0.3126	0.6831	0.8265
No log	3.3492	422	0.6750	0.3106	0.6750	0.8216
No log	3.3651	424	0.6558	0.2371	0.6558	0.8098
No log	3.3810	426	0.6575	0.2638	0.6575	0.8109
No log	3.3968	428	0.6837	0.2286	0.6837	0.8268
No log	3.4127	430	0.7042	0.3339	0.7042	0.8392
No log	3.4286	432	0.6899	0.3485	0.6899	0.8306
No log	3.4444	434	0.6559	0.3833	0.6559	0.8099
No log	3.4603	436	0.6507	0.3833	0.6507	0.8066
No log	3.4762	438	0.6560	0.3165	0.6560	0.8100
No log	3.4921	440	0.6803	0.3587	0.6803	0.8248
No log	3.5079	442	0.7077	0.3436	0.7077	0.8412
No log	3.5238	444	0.7023	0.3436	0.7023	0.8380
No log	3.5397	446	0.6623	0.2606	0.6623	0.8138
No log	3.5556	448	0.6423	0.2947	0.6423	0.8014
No log	3.5714	450	0.6656	0.2850	0.6656	0.8158
No log	3.5873	452	0.6685	0.2850	0.6685	0.8176
No log	3.6032	454	0.6602	0.2607	0.6602	0.8125
No log	3.6190	456	0.6606	0.2481	0.6606	0.8128
No log	3.6349	458	0.6685	0.2322	0.6685	0.8176
No log	3.6508	460	0.6760	0.2186	0.6760	0.8222
No log	3.6667	462	0.6814	0.2870	0.6814	0.8254
No log	3.6825	464	0.6885	0.3222	0.6885	0.8298
No log	3.6984	466	0.7414	0.2880	0.7414	0.8611
No log	3.7143	468	0.7892	0.2616	0.7892	0.8884
No log	3.7302	470	0.7817	0.2973	0.7817	0.8841
No log	3.7460	472	0.7460	0.2772	0.7460	0.8637
No log	3.7619	474	0.7002	0.3094	0.7002	0.8368
No log	3.7778	476	0.6667	0.3041	0.6667	0.8165
No log	3.7937	478	0.6552	0.3201	0.6552	0.8095
No log	3.8095	480	0.6575	0.3201	0.6575	0.8109
No log	3.8254	482	0.6529	0.3041	0.6529	0.8080
No log	3.8413	484	0.6434	0.3041	0.6434	0.8021
No log	3.8571	486	0.6491	0.3041	0.6491	0.8056
No log	3.8730	488	0.6575	0.2880	0.6575	0.8109
No log	3.8889	490	0.6612	0.2720	0.6612	0.8131
No log	3.9048	492	0.6805	0.2772	0.6805	0.8249
No log	3.9206	494	0.7015	0.2973	0.7015	0.8375
No log	3.9365	496	0.6844	0.2983	0.6844	0.8273
No log	3.9524	498	0.6682	0.3134	0.6682	0.8174
0.3573	3.9683	500	0.6662	0.3286	0.6662	0.8162
0.3573	3.9841	502	0.6698	0.3134	0.6698	0.8184
0.3573	4.0	504	0.6615	0.3134	0.6615	0.8133
0.3573	4.0159	506	0.6563	0.3286	0.6563	0.8101
0.3573	4.0317	508	0.6673	0.3134	0.6673	0.8169
0.3573	4.0476	510	0.7149	0.2983	0.7149	0.8455
0.3573	4.0635	512	0.7928	0.3662	0.7928	0.8904
0.3573	4.0794	514	0.8271	0.3343	0.8271	0.9095
0.3573	4.0952	516	0.7716	0.3629	0.7716	0.8784
0.3573	4.1111	518	0.6812	0.2983	0.6812	0.8253
0.3573	4.1270	520	0.6331	0.2777	0.6331	0.7957
0.3573	4.1429	522	0.6327	0.2346	0.6327	0.7954
0.3573	4.1587	524	0.6302	0.2493	0.6302	0.7938
0.3573	4.1746	526	0.6342	0.2594	0.6342	0.7963
0.3573	4.1905	528	0.6522	0.2559	0.6522	0.8076
0.3573	4.2063	530	0.6670	0.2398	0.6670	0.8167
0.3573	4.2222	532	0.6669	0.2559	0.6669	0.8166
0.3573	4.2381	534	0.6637	0.2155	0.6637	0.8147
0.3573	4.2540	536	0.6790	0.2155	0.6790	0.8240
0.3573	4.2698	538	0.6773	0.2155	0.6773	0.8230
0.3573	4.2857	540	0.6729	0.3286	0.6729	0.8203
0.3573	4.3016	542	0.6797	0.3286	0.6797	0.8244
0.3573	4.3175	544	0.6826	0.3145	0.6826	0.8262
0.3573	4.3333	546	0.7285	0.2983	0.7285	0.8535
0.3573	4.3492	548	0.8302	0.2459	0.8302	0.9111
0.3573	4.3651	550	0.8892	0.2279	0.8892	0.9430
0.3573	4.3810	552	0.8707	0.2436	0.8707	0.9331
0.3573	4.3968	554	0.8006	0.2436	0.8006	0.8948
0.3573	4.4127	556	0.7106	0.2471	0.7106	0.8429
0.3573	4.4286	558	0.6674	0.2880	0.6674	0.8169
0.3573	4.4444	560	0.6568	0.2880	0.6568	0.8105
0.3573	4.4603	562	0.6724	0.2720	0.6724	0.8200
0.3573	4.4762	564	0.6978	0.2708	0.6978	0.8354
0.3573	4.4921	566	0.6959	0.2708	0.6959	0.8342
0.3573	4.5079	568	0.6954	0.2869	0.6954	0.8339
0.3573	4.5238	570	0.6852	0.2720	0.6852	0.8278
0.3573	4.5397	572	0.7043	0.2928	0.7043	0.8392
0.3573	4.5556	574	0.7280	0.3114	0.7280	0.8532
0.3573	4.5714	576	0.7415	0.2962	0.7415	0.8611
0.3573	4.5873	578	0.7029	0.3124	0.7029	0.8384
0.3573	4.6032	580	0.6522	0.3094	0.6522	0.8076
0.3573	4.6190	582	0.6272	0.3094	0.6272	0.7920
0.3573	4.6349	584	0.6342	0.3094	0.6342	0.7963
0.3573	4.6508	586	0.6669	0.3073	0.6669	0.8167
0.3573	4.6667	588	0.6890	0.2374	0.6890	0.8301
0.3573	4.6825	590	0.6732	0.2917	0.6732	0.8205
0.3573	4.6984	592	0.6532	0.2858	0.6532	0.8082
0.3573	4.7143	594	0.6443	0.3179	0.6443	0.8027
0.3573	4.7302	596	0.6368	0.3041	0.6368	0.7980
0.3573	4.7460	598	0.6295	0.2286	0.6295	0.7934
0.3573	4.7619	600	0.6305	0.2286	0.6305	0.7940
0.3573	4.7778	602	0.6364	0.3041	0.6364	0.7978
0.3573	4.7937	604	0.6543	0.2880	0.6543	0.8089
0.3573	4.8095	606	0.6895	0.2697	0.6895	0.8303
0.3573	4.8254	608	0.7259	0.2536	0.7259	0.8520
0.3573	4.8413	610	0.7564	0.2604	0.7564	0.8697
0.3573	4.8571	612	0.7399	0.2761	0.7399	0.8602
0.3573	4.8730	614	0.7139	0.2917	0.7139	0.8449
0.3573	4.8889	616	0.6678	0.3587	0.6678	0.8172
0.3573	4.9048	618	0.6344	0.3105	0.6344	0.7965
0.3573	4.9206	620	0.6306	0.2827	0.6306	0.7941
0.3573	4.9365	622	0.6421	0.3485	0.6421	0.8013
0.3573	4.9524	624	0.6556	0.3485	0.6556	0.8097
0.3573	4.9683	626	0.6802	0.3476	0.6802	0.8247
0.3573	4.9841	628	0.7055	0.3266	0.7055	0.8400
0.3573	5.0	630	0.7062	0.2906	0.7062	0.8404
0.3573	5.0159	632	0.7070	0.2536	0.7070	0.8408
0.3573	5.0317	634	0.6849	0.2547	0.6849	0.8276
0.3573	5.0476	636	0.6448	0.2949	0.6448	0.8030
0.3573	5.0635	638	0.6255	0.3062	0.6255	0.7909
0.3573	5.0794	640	0.6200	0.2925	0.6200	0.7874
0.3573	5.0952	642	0.6256	0.2936	0.6256	0.7909
0.3573	5.1111	644	0.6305	0.2925	0.6305	0.7941
0.3573	5.1270	646	0.6419	0.2446	0.6419	0.8012
0.3573	5.1429	648	0.6721	0.2949	0.6721	0.8198
0.3573	5.1587	650	0.7308	0.2386	0.7308	0.8549
0.3573	5.1746	652	0.7674	0.2761	0.7674	0.8760
0.3573	5.1905	654	0.7627	0.2386	0.7627	0.8733
0.3573	5.2063	656	0.7425	0.2627	0.7425	0.8617
0.3573	5.2222	658	0.7130	0.2939	0.7130	0.8444
0.3573	5.2381	660	0.6846	0.2805	0.6846	0.8274
0.3573	5.2540	662	0.6750	0.3115	0.6750	0.8216
0.3573	5.2698	664	0.6707	0.3062	0.6707	0.8189
0.3573	5.2857	666	0.6746	0.3115	0.6746	0.8213
0.3573	5.3016	668	0.6790	0.2960	0.6790	0.8240
0.3573	5.3175	670	0.6771	0.2731	0.6771	0.8229
0.3573	5.3333	672	0.6697	0.2731	0.6697	0.8183
0.3573	5.3492	674	0.6601	0.3211	0.6601	0.8125
0.3573	5.3651	676	0.6560	0.3211	0.6560	0.8099
0.3573	5.3810	678	0.6616	0.2892	0.6616	0.8134
0.3573	5.3968	680	0.6702	0.2731	0.6702	0.8186
0.3573	5.4127	682	0.6719	0.2731	0.6719	0.8197
0.3573	5.4286	684	0.6658	0.2949	0.6658	0.8160
0.3573	5.4444	686	0.6641	0.2949	0.6641	0.8149
0.3573	5.4603	688	0.6605	0.3105	0.6605	0.8127
0.3573	5.4762	690	0.6700	0.2949	0.6700	0.8185
0.3573	5.4921	692	0.7062	0.3286	0.7062	0.8404
0.3573	5.5079	694	0.7527	0.3417	0.7527	0.8676
0.3573	5.5238	696	0.7614	0.3417	0.7614	0.8726
0.3573	5.5397	698	0.7312	0.3073	0.7312	0.8551
0.3573	5.5556	700	0.6939	0.3041	0.6939	0.8330
0.3573	5.5714	702	0.6518	0.2892	0.6518	0.8073
0.3573	5.5873	704	0.6330	0.2594	0.6330	0.7956
0.3573	5.6032	706	0.6309	0.2594	0.6309	0.7943
0.3573	5.6190	708	0.6395	0.2892	0.6395	0.7997
0.3573	5.6349	710	0.6613	0.3030	0.6613	0.8132
0.3573	5.6508	712	0.6862	0.2858	0.6862	0.8284
0.3573	5.6667	714	0.6885	0.2858	0.6885	0.8297
0.3573	5.6825	716	0.6750	0.3019	0.6750	0.8216
0.3573	5.6984	718	0.6546	0.3041	0.6546	0.8091
0.3573	5.7143	720	0.6431	0.3201	0.6431	0.8019
0.3573	5.7302	722	0.6426	0.2446	0.6426	0.8016
0.3573	5.7460	724	0.6515	0.2765	0.6515	0.8072
0.3573	5.7619	726	0.6622	0.2446	0.6622	0.8137
0.3573	5.7778	728	0.6781	0.2516	0.6781	0.8235
0.3573	5.7937	730	0.7140	0.3436	0.7140	0.8450
0.3573	5.8095	732	0.7658	0.3310	0.7658	0.8751
0.3573	5.8254	734	0.8147	0.3486	0.8147	0.9026
0.3573	5.8413	736	0.8395	0.3343	0.8395	0.9162
0.3573	5.8571	738	0.8368	0.3005	0.8368	0.9148
0.3573	5.8730	740	0.8125	0.3005	0.8125	0.9014
0.3573	5.8889	742	0.7578	0.3310	0.7578	0.8705
0.3573	5.9048	744	0.7054	0.3476	0.7054	0.8399
0.3573	5.9206	746	0.6821	0.2361	0.6821	0.8259
0.3573	5.9365	748	0.6666	0.2606	0.6666	0.8165
0.3573	5.9524	750	0.6656	0.2446	0.6656	0.8158
0.3573	5.9683	752	0.6698	0.2446	0.6698	0.8184
0.3573	5.9841	754	0.6838	0.2505	0.6838	0.8269
0.3573	6.0	756	0.7174	0.3310	0.7174	0.8470
0.3573	6.0159	758	0.7374	0.3163	0.7374	0.8587
0.3573	6.0317	760	0.7231	0.3163	0.7231	0.8504
0.3573	6.0476	762	0.7170	0.2821	0.7170	0.8467
0.3573	6.0635	764	0.7025	0.2821	0.7025	0.8382
0.3573	6.0794	766	0.6786	0.2917	0.6786	0.8238
0.3573	6.0952	768	0.6570	0.3384	0.6570	0.8105
0.3573	6.1111	770	0.6520	0.3239	0.6520	0.8075
0.3573	6.1270	772	0.6369	0.2949	0.6369	0.7981
0.3573	6.1429	774	0.6310	0.2286	0.6310	0.7943
0.3573	6.1587	776	0.6309	0.2434	0.6309	0.7943
0.3573	6.1746	778	0.6385	0.2949	0.6385	0.7991
0.3573	6.1905	780	0.6502	0.3384	0.6502	0.8063
0.3573	6.2063	782	0.6519	0.3384	0.6519	0.8074
0.3573	6.2222	784	0.6527	0.3384	0.6527	0.8079
0.3573	6.2381	786	0.6477	0.3239	0.6477	0.8048
0.3573	6.2540	788	0.6433	0.3094	0.6433	0.8021
0.3573	6.2698	790	0.6379	0.2434	0.6379	0.7987
0.3573	6.2857	792	0.6291	0.2286	0.6291	0.7931
0.3573	6.3016	794	0.6292	0.2286	0.6292	0.7932
0.3573	6.3175	796	0.6342	0.2434	0.6342	0.7964
0.3573	6.3333	798	0.6440	0.2583	0.6440	0.8025
0.3573	6.3492	800	0.6589	0.3094	0.6589	0.8117
0.3573	6.3651	802	0.6799	0.3276	0.6799	0.8246
0.3573	6.3810	804	0.6927	0.3457	0.6927	0.8323
0.3573	6.3968	806	0.6792	0.3751	0.6792	0.8241
0.3573	6.4127	808	0.6665	0.3476	0.6665	0.8164
0.3573	6.4286	810	0.6630	0.3476	0.6630	0.8142
0.3573	6.4444	812	0.6624	0.3145	0.6624	0.8138
0.3573	6.4603	814	0.6744	0.3476	0.6744	0.8212
0.3573	6.4762	816	0.6950	0.3457	0.6950	0.8336
0.3573	6.4921	818	0.6940	0.3310	0.6940	0.8331
0.3573	6.5079	820	0.6837	0.2973	0.6837	0.8269
0.3573	6.5238	822	0.6755	0.3073	0.6755	0.8219
0.3573	6.5397	824	0.6681	0.3019	0.6681	0.8174
0.3573	6.5556	826	0.6611	0.2571	0.6611	0.8131
0.3573	6.5714	828	0.6639	0.2571	0.6639	0.8148
0.3573	6.5873	830	0.6796	0.3019	0.6796	0.8244
0.3573	6.6032	832	0.6921	0.2858	0.6921	0.8319
0.3573	6.6190	834	0.6964	0.2858	0.6964	0.8345
0.3573	6.6349	836	0.6885	0.3179	0.6885	0.8298
0.3573	6.6508	838	0.6832	0.3179	0.6832	0.8266
0.3573	6.6667	840	0.6792	0.3179	0.6792	0.8241
0.3573	6.6825	842	0.6769	0.3179	0.6769	0.8227
0.3573	6.6984	844	0.6724	0.3179	0.6724	0.8200
0.3573	6.7143	846	0.6706	0.3179	0.6706	0.8189
0.3573	6.7302	848	0.6769	0.3179	0.6769	0.8227
0.3573	6.7460	850	0.6783	0.3179	0.6783	0.8236
0.3573	6.7619	852	0.6705	0.3179	0.6705	0.8188
0.3573	6.7778	854	0.6683	0.3179	0.6683	0.8175
0.3573	6.7937	856	0.6743	0.3179	0.6743	0.8212
0.3573	6.8095	858	0.6933	0.2858	0.6933	0.8327
0.3573	6.8254	860	0.7159	0.2917	0.7159	0.8461
0.3573	6.8413	862	0.7195	0.2917	0.7195	0.8482
0.3573	6.8571	864	0.7103	0.2917	0.7103	0.8428
0.3573	6.8730	866	0.6924	0.3179	0.6924	0.8321
0.3573	6.8889	868	0.6733	0.3030	0.6733	0.8205
0.3573	6.9048	870	0.6558	0.3190	0.6558	0.8098
0.3573	6.9206	872	0.6545	0.3201	0.6545	0.8090
0.3573	6.9365	874	0.6631	0.3190	0.6631	0.8143
0.3573	6.9524	876	0.6702	0.3190	0.6702	0.8187
0.3573	6.9683	878	0.6685	0.3041	0.6685	0.8176
0.3573	6.9841	880	0.6762	0.3190	0.6762	0.8223
0.3573	7.0	882	0.6939	0.3384	0.6939	0.8330
0.3573	7.0159	884	0.7085	0.3604	0.7085	0.8417
0.3573	7.0317	886	0.7182	0.3604	0.7182	0.8475
0.3573	7.0476	888	0.7368	0.3457	0.7368	0.8584
0.3573	7.0635	890	0.7542	0.3163	0.7542	0.8685
0.3573	7.0794	892	0.7442	0.3457	0.7442	0.8627
0.3573	7.0952	894	0.7168	0.3604	0.7168	0.8467
0.3573	7.1111	896	0.6963	0.3427	0.6963	0.8344
0.3573	7.1270	898	0.6823	0.3094	0.6823	0.8260
0.3573	7.1429	900	0.6786	0.3094	0.6786	0.8238
0.3573	7.1587	902	0.6828	0.3094	0.6828	0.8263
0.3573	7.1746	904	0.6835	0.3094	0.6835	0.8267
0.3573	7.1905	906	0.6930	0.3084	0.6930	0.8324
0.3573	7.2063	908	0.7248	0.3457	0.7248	0.8513
0.3573	7.2222	910	0.7552	0.3457	0.7552	0.8690
0.3573	7.2381	912	0.7869	0.3310	0.7869	0.8871
0.3573	7.2540	914	0.7971	0.3310	0.7971	0.8928
0.3573	7.2698	916	0.7782	0.3457	0.7782	0.8821
0.3573	7.2857	918	0.7539	0.3457	0.7539	0.8682
0.3573	7.3016	920	0.7248	0.3124	0.7248	0.8514
0.3573	7.3175	922	0.6984	0.3229	0.6984	0.8357
0.3573	7.3333	924	0.6842	0.3030	0.6842	0.8271
0.3573	7.3492	926	0.6694	0.3041	0.6694	0.8182
0.3573	7.3651	928	0.6630	0.3201	0.6630	0.8142
0.3573	7.3810	930	0.6607	0.3201	0.6607	0.8129
0.3573	7.3968	932	0.6642	0.3201	0.6642	0.8150
0.3573	7.4127	934	0.6729	0.3190	0.6729	0.8203
0.3573	7.4286	936	0.6766	0.3190	0.6766	0.8225
0.3573	7.4444	938	0.6881	0.3179	0.6881	0.8295
0.3573	7.4603	940	0.7041	0.3179	0.7041	0.8391
0.3573	7.4762	942	0.7085	0.3179	0.7085	0.8417
0.3573	7.4921	944	0.7119	0.3229	0.7119	0.8438
0.3573	7.5079	946	0.7066	0.3229	0.7066	0.8406
0.3573	7.5238	948	0.7000	0.3229	0.7000	0.8367
0.3573	7.5397	950	0.6937	0.3179	0.6937	0.8329
0.3573	7.5556	952	0.6970	0.3229	0.6970	0.8348
0.3573	7.5714	954	0.7036	0.3276	0.7036	0.8388
0.3573	7.5873	956	0.7025	0.3276	0.7025	0.8382
0.3573	7.6032	958	0.7093	0.3604	0.7093	0.8422
0.3573	7.6190	960	0.7190	0.3457	0.7190	0.8480
0.3573	7.6349	962	0.7197	0.3457	0.7197	0.8484
0.3573	7.6508	964	0.7050	0.3604	0.7050	0.8397
0.3573	7.6667	966	0.6883	0.3751	0.6883	0.8296
0.3573	7.6825	968	0.6789	0.3427	0.6789	0.8239
0.3573	7.6984	970	0.6697	0.3427	0.6697	0.8184
0.3573	7.7143	972	0.6628	0.3239	0.6628	0.8141
0.3573	7.7302	974	0.6610	0.3190	0.6610	0.8130
0.3573	7.7460	976	0.6682	0.3239	0.6682	0.8174
0.3573	7.7619	978	0.6813	0.3427	0.6813	0.8254
0.3573	7.7778	980	0.7017	0.3604	0.7017	0.8377
0.3573	7.7937	982	0.7280	0.3457	0.7280	0.8533
0.3573	7.8095	984	0.7491	0.3310	0.7491	0.8655
0.3573	7.8254	986	0.7591	0.3310	0.7591	0.8713
0.3573	7.8413	988	0.7431	0.3310	0.7431	0.8620
0.3573	7.8571	990	0.7187	0.3310	0.7187	0.8478
0.3573	7.8730	992	0.7004	0.3604	0.7004	0.8369
0.3573	7.8889	994	0.6931	0.3229	0.6931	0.8325
0.3573	7.9048	996	0.6915	0.3239	0.6915	0.8316
0.3573	7.9206	998	0.6923	0.3239	0.6923	0.8320
0.0622	7.9365	1000	0.6903	0.3239	0.6903	0.8309
0.0622	7.9524	1002	0.6959	0.3286	0.6959	0.8342
0.0622	7.9683	1004	0.6980	0.3286	0.6980	0.8355
0.0622	7.9841	1006	0.6999	0.3190	0.6999	0.8366
0.0622	8.0	1008	0.7072	0.3084	0.7072	0.8410
0.0622	8.0159	1010	0.7119	0.3084	0.7119	0.8438
0.0622	8.0317	1012	0.7157	0.2869	0.7157	0.8460
0.0622	8.0476	1014	0.7219	0.2869	0.7219	0.8496
0.0622	8.0635	1016	0.7236	0.3019	0.7236	0.8506
0.0622	8.0794	1018	0.7217	0.2858	0.7217	0.8496
0.0622	8.0952	1020	0.7134	0.2708	0.7134	0.8447
0.0622	8.1111	1022	0.7120	0.2708	0.7120	0.8438
0.0622	8.1270	1024	0.7060	0.2869	0.7060	0.8403
0.0622	8.1429	1026	0.7044	0.2869	0.7044	0.8393
0.0622	8.1587	1028	0.6996	0.2869	0.6996	0.8364
0.0622	8.1746	1030	0.6989	0.2869	0.6989	0.8360
0.0622	8.1905	1032	0.7025	0.2708	0.7025	0.8382
0.0622	8.2063	1034	0.7011	0.2708	0.7011	0.8373
0.0622	8.2222	1036	0.6934	0.3030	0.6934	0.8327
0.0622	8.2381	1038	0.6850	0.3190	0.6850	0.8277
0.0622	8.2540	1040	0.6820	0.3190	0.6820	0.8258
0.0622	8.2698	1042	0.6854	0.3190	0.6854	0.8279
0.0622	8.2857	1044	0.6900	0.3190	0.6900	0.8307
0.0622	8.3016	1046	0.7000	0.3030	0.7000	0.8367
0.0622	8.3175	1048	0.7097	0.3030	0.7097	0.8424
0.0622	8.3333	1050	0.7174	0.3030	0.7174	0.8470
0.0622	8.3492	1052	0.7263	0.3030	0.7263	0.8523
0.0622	8.3651	1054	0.7432	0.2708	0.7432	0.8621
0.0622	8.3810	1056	0.7660	0.3163	0.7660	0.8752
0.0622	8.3968	1058	0.7813	0.3163	0.7813	0.8839
0.0622	8.4127	1060	0.7881	0.3163	0.7881	0.8877
0.0622	8.4286	1062	0.7957	0.3163	0.7957	0.8920
0.0622	8.4444	1064	0.7985	0.3163	0.7985	0.8936
0.0622	8.4603	1066	0.7943	0.3163	0.7943	0.8912
0.0622	8.4762	1068	0.7819	0.3163	0.7819	0.8843
0.0622	8.4921	1070	0.7694	0.3163	0.7694	0.8771
0.0622	8.5079	1072	0.7528	0.3163	0.7528	0.8676
0.0622	8.5238	1074	0.7383	0.3025	0.7383	0.8592
0.0622	8.5397	1076	0.7242	0.2973	0.7242	0.8510
0.0622	8.5556	1078	0.7095	0.2708	0.7094	0.8423
0.0622	8.5714	1080	0.6997	0.2869	0.6997	0.8365
0.0622	8.5873	1082	0.6938	0.3030	0.6938	0.8330
0.0622	8.6032	1084	0.6943	0.3030	0.6943	0.8332
0.0622	8.6190	1086	0.6954	0.3030	0.6954	0.8339
0.0622	8.6349	1088	0.6947	0.3030	0.6947	0.8335
0.0622	8.6508	1090	0.6986	0.2708	0.6986	0.8358
0.0622	8.6667	1092	0.7008	0.2708	0.7008	0.8371
0.0622	8.6825	1094	0.7059	0.2547	0.7059	0.8402
0.0622	8.6984	1096	0.7091	0.2547	0.7091	0.8421
0.0622	8.7143	1098	0.7116	0.2708	0.7116	0.8436
0.0622	8.7302	1100	0.7148	0.2708	0.7148	0.8455
0.0622	8.7460	1102	0.7201	0.2708	0.7201	0.8486
0.0622	8.7619	1104	0.7220	0.2772	0.7220	0.8497
0.0622	8.7778	1106	0.7227	0.2708	0.7227	0.8501
0.0622	8.7937	1108	0.7244	0.2708	0.7244	0.8511
0.0622	8.8095	1110	0.7322	0.2616	0.7322	0.8557
0.0622	8.8254	1112	0.7410	0.2973	0.7410	0.8608
0.0622	8.8413	1114	0.7467	0.2973	0.7467	0.8641
0.0622	8.8571	1116	0.7463	0.2973	0.7463	0.8639
0.0622	8.8730	1118	0.7441	0.2973	0.7441	0.8626
0.0622	8.8889	1120	0.7484	0.2973	0.7484	0.8651
0.0622	8.9048	1122	0.7545	0.3114	0.7545	0.8686
0.0622	8.9206	1124	0.7566	0.3114	0.7566	0.8698
0.0622	8.9365	1126	0.7570	0.3114	0.7570	0.8701
0.0622	8.9524	1128	0.7560	0.3163	0.7560	0.8695
0.0622	8.9683	1130	0.7541	0.3163	0.7541	0.8684
0.0622	8.9841	1132	0.7534	0.3163	0.7534	0.8680
0.0622	9.0	1134	0.7448	0.3025	0.7448	0.8630
0.0622	9.0159	1136	0.7353	0.2973	0.7353	0.8575
0.0622	9.0317	1138	0.7269	0.3124	0.7269	0.8526
0.0622	9.0476	1140	0.7238	0.3124	0.7238	0.8508
0.0622	9.0635	1142	0.7212	0.2772	0.7212	0.8492
0.0622	9.0794	1144	0.7223	0.2772	0.7223	0.8499
0.0622	9.0952	1146	0.7225	0.2708	0.7225	0.8500
0.0622	9.1111	1148	0.7188	0.2708	0.7188	0.8478
0.0622	9.1270	1150	0.7143	0.2869	0.7143	0.8452
0.0622	9.1429	1152	0.7135	0.2869	0.7135	0.8447
0.0622	9.1587	1154	0.7140	0.2869	0.7140	0.8450
0.0622	9.1746	1156	0.7158	0.2869	0.7158	0.8461
0.0622	9.1905	1158	0.7179	0.2708	0.7179	0.8473
0.0622	9.2063	1160	0.7182	0.2708	0.7182	0.8475
0.0622	9.2222	1162	0.7172	0.2708	0.7172	0.8468
0.0622	9.2381	1164	0.7157	0.2708	0.7157	0.8460
0.0622	9.2540	1166	0.7129	0.2869	0.7129	0.8443
0.0622	9.2698	1168	0.7091	0.2869	0.7091	0.8421
0.0622	9.2857	1170	0.7049	0.2869	0.7049	0.8396
0.0622	9.3016	1172	0.7011	0.3030	0.7011	0.8373
0.0622	9.3175	1174	0.6989	0.3030	0.6989	0.8360
0.0622	9.3333	1176	0.6971	0.3190	0.6971	0.8349
0.0622	9.3492	1178	0.6974	0.3190	0.6974	0.8351
0.0622	9.3651	1180	0.6994	0.3190	0.6994	0.8363
0.0622	9.3810	1182	0.7029	0.3030	0.7029	0.8384
0.0622	9.3968	1184	0.7078	0.2869	0.7078	0.8413
0.0622	9.4127	1186	0.7144	0.2869	0.7144	0.8452
0.0622	9.4286	1188	0.7208	0.2869	0.7208	0.8490
0.0622	9.4444	1190	0.7269	0.2708	0.7269	0.8526
0.0622	9.4603	1192	0.7294	0.2708	0.7294	0.8540
0.0622	9.4762	1194	0.7329	0.2708	0.7329	0.8561
0.0622	9.4921	1196	0.7382	0.2772	0.7382	0.8592
0.0622	9.5079	1198	0.7415	0.3124	0.7415	0.8611
0.0622	9.5238	1200	0.7435	0.3124	0.7435	0.8623
0.0622	9.5397	1202	0.7452	0.2973	0.7452	0.8633
0.0622	9.5556	1204	0.7469	0.2973	0.7469	0.8642
0.0622	9.5714	1206	0.7490	0.2973	0.7490	0.8654
0.0622	9.5873	1208	0.7501	0.2973	0.7501	0.8661
0.0622	9.6032	1210	0.7525	0.2973	0.7525	0.8675
0.0622	9.6190	1212	0.7520	0.2973	0.7520	0.8672
0.0622	9.6349	1214	0.7511	0.2973	0.7511	0.8667
0.0622	9.6508	1216	0.7510	0.2973	0.7510	0.8666
0.0622	9.6667	1218	0.7506	0.2973	0.7506	0.8664
0.0622	9.6825	1220	0.7507	0.2973	0.7507	0.8664
0.0622	9.6984	1222	0.7494	0.2973	0.7494	0.8657
0.0622	9.7143	1224	0.7486	0.2973	0.7486	0.8652
0.0622	9.7302	1226	0.7461	0.2973	0.7461	0.8638
0.0622	9.7460	1228	0.7425	0.2973	0.7425	0.8617
0.0622	9.7619	1230	0.7387	0.2973	0.7387	0.8595
0.0622	9.7778	1232	0.7357	0.2973	0.7357	0.8577
0.0622	9.7937	1234	0.7333	0.2973	0.7333	0.8563
0.0622	9.8095	1236	0.7324	0.2973	0.7324	0.8558
0.0622	9.8254	1238	0.7315	0.2973	0.7315	0.8553
0.0622	9.8413	1240	0.7310	0.2973	0.7310	0.8550
0.0622	9.8571	1242	0.7305	0.3124	0.7305	0.8547
0.0622	9.8730	1244	0.7300	0.3124	0.7300	0.8544
0.0622	9.8889	1246	0.7296	0.3124	0.7296	0.8542
0.0622	9.9048	1248	0.7297	0.3124	0.7297	0.8542
0.0622	9.9206	1250	0.7294	0.3124	0.7294	0.8540
0.0622	9.9365	1252	0.7291	0.3124	0.7291	0.8539
0.0622	9.9524	1254	0.7291	0.3124	0.7291	0.8539
0.0622	9.9683	1256	0.7289	0.3124	0.7289	0.8537
0.0622	9.9841	1258	0.7287	0.3124	0.7287	0.8536
0.0622	10.0	1260	0.7286	0.3124	0.7286	0.8536

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits_FineTuningAraBERT_AugV5_k40_task2_organization_fold0

ArabicNewSplits_FineTuningAraBERT_AugV5_k40_task2_organization_fold0

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits_FineTuningAraBERT_AugV5_k40_task2_organization_fold0