chickens-composite-201010101010-150-epochs-w-transform

This model is a fine-tuned version of facebook/detr-resnet-50 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.2975
• Map: 0.776
• Map 50: 0.9553
• Map 75: 0.9037
• Map Small: 0.3024
• Map Medium: 0.7689
• Map Large: 0.8175
• Mar 1: 0.3029
• Mar 10: 0.8101
• Mar 100: 0.8143
• Mar Small: 0.3347
• Mar Medium: 0.8109
• Mar Large: 0.8477
• Map Chicken: 0.7778
• Mar 100 Chicken: 0.8216
• Map Duck: 0.7035
• Mar 100 Duck: 0.7385
• Map Plant: 0.8467
• Mar 100 Plant: 0.8828

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 1e-05
• train_batch_size: 2
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• num_epochs: 150

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Chicken	Mar 100 Chicken	Map Duck	Mar 100 Duck	Map Plant	Mar 100 Plant
1.4015	1.0	350	1.6223	0.0731	0.1264	0.0779	0.0	0.037	0.1336	0.0509	0.213	0.2862	0.0	0.2222	0.3151	0.0601	0.3724	0.0	0.0	0.1591	0.4862
1.3304	2.0	700	1.3527	0.0857	0.1237	0.0981	0.0031	0.0206	0.1401	0.0706	0.2057	0.3043	0.0458	0.2488	0.3303	0.0287	0.1681	0.0	0.0	0.2283	0.7448
1.2364	3.0	1050	1.2735	0.1332	0.1913	0.1536	0.0016	0.044	0.1722	0.0822	0.2264	0.2923	0.0542	0.2517	0.2954	0.0214	0.1114	0.0	0.0	0.378	0.7657
1.2061	4.0	1400	1.1804	0.185	0.2661	0.2162	0.0095	0.061	0.2246	0.0791	0.2487	0.2697	0.0792	0.2316	0.2708	0.021	0.0703	0.0	0.0	0.534	0.7389
1.1017	5.0	1750	1.0807	0.2234	0.3147	0.2598	0.0063	0.1273	0.2447	0.0998	0.2939	0.3097	0.0458	0.2816	0.289	0.0772	0.1751	0.0	0.0	0.5929	0.754
0.961	6.0	2100	1.0394	0.2444	0.3482	0.2877	0.0422	0.1562	0.2637	0.1053	0.316	0.3257	0.15	0.3029	0.3035	0.1075	0.247	0.0	0.0	0.6256	0.7301
1.0604	7.0	2450	1.0072	0.2696	0.3797	0.3146	0.0116	0.1993	0.2941	0.1062	0.3387	0.3414	0.0625	0.3076	0.3341	0.1639	0.2973	0.0	0.0	0.6451	0.7268
0.9828	8.0	2800	0.9735	0.3228	0.4682	0.3684	0.0274	0.2773	0.329	0.1177	0.4097	0.4157	0.0667	0.3937	0.4051	0.2995	0.5119	0.0	0.0	0.6689	0.7351
0.9783	9.0	3150	0.9098	0.3259	0.4752	0.3836	0.0058	0.2781	0.3507	0.1163	0.4218	0.4295	0.0458	0.3973	0.4243	0.2965	0.5416	0.0	0.0	0.6811	0.7469
0.8591	10.0	3500	0.8607	0.3583	0.5239	0.4245	0.0219	0.3264	0.382	0.1172	0.4577	0.4629	0.1125	0.442	0.4668	0.4081	0.6616	0.0	0.0	0.6668	0.7272
0.9684	11.0	3850	0.8250	0.3463	0.4889	0.403	0.0029	0.3009	0.3763	0.1204	0.4592	0.4703	0.05	0.441	0.4834	0.3604	0.6578	0.0	0.0	0.6784	0.7531
0.7974	12.0	4200	0.7572	0.3763	0.5392	0.4355	0.0201	0.3315	0.4073	0.1202	0.4752	0.4828	0.0667	0.4484	0.5146	0.4459	0.6995	0.0	0.0	0.683	0.749
0.9251	13.0	4550	0.8174	0.3836	0.5534	0.4489	0.0182	0.3402	0.4084	0.1256	0.472	0.4744	0.0958	0.4455	0.4968	0.4663	0.6838	0.0	0.0	0.6846	0.7393
0.6452	14.0	4900	0.7647	0.3911	0.555	0.4545	0.0541	0.3545	0.4092	0.1268	0.4828	0.4908	0.125	0.465	0.5067	0.4792	0.7168	0.0	0.0	0.6942	0.7556
0.811	15.0	5250	0.7892	0.3914	0.5657	0.4546	0.0211	0.3425	0.4176	0.1308	0.4679	0.4737	0.0583	0.4379	0.4973	0.4858	0.6643	0.0	0.0	0.6884	0.7569
0.7441	16.0	5600	0.6832	0.4031	0.5674	0.4806	0.0188	0.357	0.4267	0.1274	0.49	0.4988	0.1417	0.459	0.5234	0.4941	0.7205	0.0	0.0	0.7153	0.7757
0.7059	17.0	5950	0.6710	0.4046	0.5732	0.4775	0.0451	0.3559	0.4176	0.1269	0.4867	0.4921	0.1417	0.4571	0.5155	0.4877	0.7	0.0	0.0015	0.726	0.7749
0.6968	18.0	6300	0.7010	0.3908	0.5742	0.4667	0.0249	0.3462	0.414	0.123	0.4627	0.4723	0.1375	0.4367	0.4901	0.4805	0.6735	0.0	0.0	0.6918	0.7435
0.9007	19.0	6650	0.6574	0.4006	0.5705	0.4698	0.0228	0.3679	0.4237	0.127	0.4826	0.4873	0.1083	0.4574	0.5214	0.4835	0.6897	0.0018	0.0108	0.7166	0.7615
0.6598	20.0	7000	0.6620	0.4129	0.571	0.4961	0.0867	0.376	0.4058	0.1297	0.4912	0.4972	0.1583	0.4654	0.5031	0.5112	0.7011	0.001	0.0077	0.7267	0.7828
0.6775	21.0	7350	0.6212	0.4181	0.5838	0.4786	0.1091	0.3748	0.4463	0.1355	0.4945	0.5006	0.1667	0.4661	0.5274	0.5058	0.7022	0.0099	0.0077	0.7387	0.7921
0.7116	22.0	7700	0.6413	0.4356	0.5963	0.5087	0.0639	0.3964	0.4662	0.1357	0.5039	0.5096	0.175	0.4705	0.5478	0.5642	0.733	0.0069	0.0108	0.7358	0.7849
0.6683	23.0	8050	0.6176	0.4366	0.5973	0.5318	0.117	0.3984	0.4514	0.1318	0.4979	0.5051	0.1958	0.4741	0.5288	0.5704	0.7227	0.0	0.0	0.7394	0.7925
0.6173	24.0	8400	0.6898	0.4073	0.5832	0.4957	0.1175	0.3651	0.4295	0.1334	0.4789	0.4827	0.1833	0.4447	0.5203	0.5061	0.6741	0.0012	0.0138	0.7147	0.7603
0.7656	25.0	8750	0.6743	0.4172	0.5985	0.4949	0.0938	0.382	0.4159	0.1235	0.4816	0.4891	0.2083	0.4657	0.4935	0.5175	0.6714	0.0007	0.0077	0.7332	0.7883
0.7286	26.0	9100	0.6246	0.4313	0.6086	0.5104	0.0967	0.3909	0.4659	0.1462	0.5096	0.5129	0.1333	0.473	0.5574	0.5719	0.7216	0.0106	0.0523	0.7113	0.7649
0.6441	27.0	9450	0.5930	0.4447	0.6055	0.5258	0.1523	0.3983	0.4661	0.1356	0.5053	0.5126	0.2417	0.4755	0.5325	0.5773	0.7276	0.002	0.0031	0.7547	0.8071
0.651	28.0	9800	0.6006	0.4415	0.601	0.4975	0.0922	0.4016	0.4779	0.1338	0.5053	0.5115	0.1583	0.477	0.542	0.5672	0.7281	0.0	0.0	0.7575	0.8063
0.5137	29.0	10150	0.6239	0.4396	0.608	0.5041	0.0615	0.398	0.4678	0.1336	0.4979	0.5035	0.1625	0.4708	0.5345	0.5793	0.7205	0.0012	0.0046	0.7382	0.7854
0.6163	30.0	10500	0.5765	0.4481	0.618	0.5296	0.06	0.4093	0.478	0.1363	0.501	0.5056	0.1375	0.4702	0.5379	0.5884	0.7157	0.0002	0.0015	0.7558	0.7996
0.5929	31.0	10850	0.5546	0.4725	0.6243	0.5649	0.1042	0.4247	0.5053	0.1429	0.5154	0.5243	0.2333	0.4833	0.5631	0.6445	0.7508	0.0	0.0	0.773	0.8222
0.6341	32.0	11200	0.5550	0.4694	0.6319	0.5652	0.099	0.431	0.4864	0.1431	0.5118	0.5164	0.2375	0.4821	0.536	0.6453	0.7416	0.002	0.0031	0.7609	0.8046
0.5382	33.0	11550	0.5301	0.4826	0.6686	0.565	0.1157	0.4468	0.5038	0.1521	0.5268	0.5312	0.1917	0.5007	0.5459	0.6525	0.7378	0.0261	0.0415	0.7693	0.8142
0.6319	34.0	11900	0.5459	0.4745	0.6429	0.5585	0.1157	0.4352	0.4948	0.1465	0.5139	0.521	0.2333	0.4819	0.5443	0.6451	0.7357	0.0118	0.0185	0.7666	0.8088
0.5791	35.0	12250	0.5426	0.4938	0.6786	0.5782	0.1625	0.4568	0.5391	0.1691	0.5562	0.5636	0.2917	0.5256	0.608	0.6614	0.7411	0.0507	0.1338	0.7693	0.8159
0.6093	36.0	12600	0.5230	0.4876	0.6655	0.5737	0.1815	0.4426	0.5191	0.1512	0.5362	0.5435	0.2958	0.5061	0.5667	0.6688	0.7535	0.0234	0.0585	0.7704	0.8184
0.5854	37.0	12950	0.5303	0.487	0.6786	0.5749	0.1405	0.4664	0.4994	0.1533	0.5285	0.5382	0.2333	0.52	0.5525	0.6514	0.733	0.0504	0.0754	0.7592	0.8063
0.5897	38.0	13300	0.5234	0.5375	0.7548	0.6217	0.153	0.5249	0.534	0.1855	0.5919	0.5955	0.2208	0.5888	0.5844	0.6594	0.7297	0.1785	0.2354	0.7746	0.8213
0.6085	39.0	13650	0.5286	0.5221	0.7329	0.6022	0.1777	0.4899	0.5307	0.1756	0.5782	0.5872	0.3083	0.5628	0.5936	0.637	0.7059	0.1514	0.2323	0.778	0.8234
0.5987	40.0	14000	0.5026	0.6007	0.8007	0.7017	0.0701	0.575	0.6082	0.2161	0.641	0.65	0.1583	0.6284	0.6654	0.6862	0.7449	0.3459	0.3954	0.77	0.8096
0.6375	41.0	14350	0.4839	0.6234	0.8405	0.7077	0.1601	0.611	0.5966	0.2305	0.6674	0.6747	0.2694	0.665	0.6393	0.6765	0.7432	0.4108	0.4615	0.783	0.8192
0.5196	42.0	14700	0.4946	0.6597	0.8971	0.7776	0.1203	0.6492	0.6616	0.2678	0.7068	0.7104	0.25	0.7015	0.7165	0.6663	0.7216	0.5288	0.5862	0.7842	0.8234
0.6201	43.0	15050	0.4747	0.6575	0.8965	0.7788	0.128	0.6487	0.6622	0.2554	0.7108	0.7142	0.2611	0.7053	0.7295	0.6691	0.7308	0.5213	0.5908	0.782	0.8209
0.6425	44.0	15400	0.4644	0.677	0.8952	0.8202	0.1405	0.6713	0.689	0.258	0.7204	0.7237	0.2042	0.7202	0.7215	0.7091	0.7638	0.5395	0.5846	0.7823	0.8226
0.6206	45.0	15750	0.4516	0.6604	0.9031	0.7835	0.1947	0.6629	0.6599	0.259	0.7179	0.7207	0.2542	0.7277	0.6962	0.687	0.7481	0.5097	0.5877	0.7844	0.8264
0.5001	46.0	16100	0.4551	0.6782	0.9126	0.8187	0.2606	0.6633	0.7248	0.2623	0.722	0.7262	0.2875	0.7149	0.7613	0.6951	0.7481	0.5637	0.6092	0.7757	0.8213
0.5677	47.0	16450	0.4636	0.6845	0.921	0.8275	0.1943	0.6686	0.7419	0.269	0.7221	0.7307	0.2625	0.7206	0.7832	0.6948	0.7465	0.5848	0.6277	0.7739	0.818
0.5983	48.0	16800	0.4499	0.688	0.9201	0.8086	0.1483	0.6765	0.7213	0.2747	0.7312	0.735	0.2292	0.7285	0.7601	0.6915	0.7492	0.5879	0.6308	0.7846	0.8251
0.5536	49.0	17150	0.4433	0.6963	0.9324	0.848	0.1873	0.6879	0.7475	0.2787	0.7422	0.7455	0.2417	0.7428	0.7798	0.6874	0.7454	0.6187	0.6631	0.7827	0.828
0.5126	50.0	17500	0.4459	0.6854	0.9285	0.8089	0.1594	0.6739	0.7289	0.2755	0.733	0.7381	0.2583	0.7288	0.7768	0.6833	0.7422	0.6008	0.6538	0.7721	0.8184
0.4895	51.0	17850	0.4430	0.6927	0.9286	0.7998	0.1293	0.6822	0.7355	0.2755	0.7336	0.7377	0.2472	0.7279	0.7761	0.6859	0.7389	0.6172	0.66	0.775	0.8142
0.5019	52.0	18200	0.4188	0.6973	0.9156	0.8225	0.1778	0.6843	0.7255	0.2709	0.7375	0.7418	0.3042	0.7284	0.7771	0.7109	0.7649	0.5945	0.6385	0.7864	0.8222
0.4635	53.0	18550	0.4386	0.6864	0.9184	0.8136	0.2141	0.6724	0.7268	0.2635	0.7309	0.7344	0.2917	0.7237	0.7653	0.6954	0.753	0.5759	0.6231	0.7878	0.8272
0.53	54.0	18900	0.4101	0.6987	0.935	0.831	0.183	0.6723	0.7558	0.2682	0.7419	0.7468	0.2806	0.7268	0.7938	0.6862	0.747	0.611	0.6569	0.7989	0.8364
0.3912	55.0	19250	0.4047	0.7052	0.9364	0.8331	0.1803	0.6879	0.7368	0.2777	0.7462	0.7518	0.2875	0.7422	0.7696	0.7061	0.7627	0.6105	0.6508	0.799	0.8418
0.4196	56.0	19600	0.3918	0.7121	0.9409	0.8263	0.2154	0.6994	0.7414	0.2832	0.7538	0.7588	0.2542	0.7477	0.7848	0.6904	0.7497	0.6406	0.6831	0.8053	0.8435
0.4695	57.0	19950	0.3751	0.7179	0.9405	0.8433	0.1949	0.7119	0.753	0.282	0.7606	0.7653	0.2583	0.7658	0.7947	0.7241	0.7778	0.6225	0.6708	0.8071	0.8473
0.432	58.0	20300	0.4059	0.6973	0.9353	0.8266	0.1685	0.6833	0.7306	0.2677	0.7411	0.7467	0.25	0.7378	0.7835	0.7025	0.7616	0.5965	0.6415	0.7929	0.8368
0.4664	59.0	20650	0.4190	0.6831	0.9366	0.8001	0.2139	0.6734	0.7117	0.2701	0.743	0.7492	0.3403	0.7367	0.7794	0.6592	0.7319	0.5967	0.6769	0.7936	0.8389
0.4202	60.0	21000	0.3975	0.718	0.9382	0.8345	0.2012	0.7137	0.754	0.2864	0.7605	0.7664	0.2597	0.7633	0.7968	0.7311	0.7789	0.6254	0.68	0.7976	0.8402
0.4697	61.0	21350	0.3969	0.7085	0.9339	0.8368	0.2817	0.697	0.7559	0.2763	0.7493	0.7547	0.3083	0.75	0.7983	0.7257	0.7768	0.5953	0.6431	0.8045	0.8444
0.4766	62.0	21700	0.3912	0.7324	0.944	0.8479	0.2239	0.7227	0.7739	0.285	0.7731	0.7787	0.3458	0.7729	0.8189	0.7392	0.7876	0.6444	0.6938	0.8135	0.8548
0.5348	63.0	22050	0.4089	0.7171	0.9399	0.8457	0.2197	0.6999	0.7707	0.2848	0.7551	0.7609	0.2972	0.752	0.8049	0.7181	0.7686	0.6393	0.6862	0.7939	0.828
0.4411	64.0	22400	0.3839	0.7136	0.9221	0.8386	0.2142	0.6964	0.7817	0.281	0.7555	0.7599	0.3	0.7479	0.824	0.7251	0.7805	0.599	0.6462	0.8168	0.8531
0.515	65.0	22750	0.3916	0.7188	0.9328	0.8476	0.246	0.7069	0.7728	0.2823	0.7571	0.761	0.3083	0.7549	0.8045	0.7311	0.7773	0.625	0.6631	0.8002	0.8427
0.4149	66.0	23100	0.3791	0.7229	0.9347	0.8742	0.2479	0.7118	0.7682	0.2787	0.7656	0.7694	0.3431	0.7588	0.8183	0.7257	0.7816	0.6256	0.6692	0.8173	0.8573
0.4423	67.0	23450	0.3892	0.733	0.9353	0.8591	0.2376	0.7209	0.7761	0.2911	0.7717	0.7762	0.3333	0.7658	0.8147	0.7347	0.7876	0.6544	0.6938	0.8099	0.8473
0.5056	68.0	23800	0.3703	0.739	0.9434	0.8816	0.2454	0.7267	0.7895	0.2912	0.7782	0.7834	0.3681	0.7753	0.8227	0.7363	0.7859	0.6674	0.7154	0.8131	0.849
0.4528	69.0	24150	0.3878	0.7179	0.9405	0.8289	0.2635	0.7022	0.7609	0.287	0.7622	0.7679	0.3319	0.7579	0.7985	0.7037	0.7551	0.6305	0.6892	0.8196	0.8594
0.488	70.0	24500	0.3665	0.7358	0.9358	0.8612	0.1846	0.7237	0.8002	0.2857	0.7726	0.7781	0.2764	0.7696	0.8338	0.7373	0.7854	0.656	0.6923	0.8141	0.8565
0.4911	71.0	24850	0.3742	0.732	0.9426	0.8599	0.2712	0.7253	0.7568	0.2891	0.768	0.773	0.3292	0.7725	0.794	0.7239	0.7768	0.6607	0.6923	0.8114	0.8498
0.517	72.0	25200	0.3744	0.7242	0.9268	0.8444	0.2803	0.7068	0.7958	0.2807	0.766	0.7722	0.3611	0.7574	0.8345	0.7385	0.7962	0.629	0.6769	0.8052	0.8435
0.5344	73.0	25550	0.3824	0.7233	0.9412	0.8574	0.24	0.7044	0.7595	0.2847	0.764	0.7713	0.3361	0.7542	0.8068	0.7125	0.7649	0.6431	0.6985	0.8142	0.8506
0.4292	74.0	25900	0.3551	0.7303	0.948	0.8483	0.2411	0.7229	0.7523	0.2896	0.7727	0.7788	0.3694	0.7734	0.7878	0.7327	0.7865	0.6445	0.6969	0.8138	0.8531
0.4941	75.0	26250	0.3586	0.7332	0.9367	0.8555	0.212	0.716	0.7782	0.2862	0.7714	0.7775	0.3708	0.7611	0.8171	0.7346	0.7892	0.6423	0.6846	0.8228	0.8586
0.433	76.0	26600	0.3784	0.7205	0.9407	0.8413	0.2176	0.7119	0.7569	0.2884	0.7628	0.7691	0.3569	0.7612	0.7945	0.7145	0.7741	0.6521	0.6969	0.7951	0.8364
0.3602	77.0	26950	0.3571	0.7429	0.9484	0.8797	0.238	0.7339	0.7756	0.2939	0.7814	0.7866	0.3431	0.7795	0.8153	0.7461	0.7962	0.6758	0.72	0.8067	0.8435
0.5168	78.0	27300	0.3580	0.732	0.9512	0.8732	0.2239	0.725	0.7628	0.2918	0.775	0.7798	0.325	0.7697	0.8062	0.7216	0.7735	0.6649	0.7169	0.8094	0.849
0.4287	79.0	27650	0.3531	0.7378	0.9356	0.868	0.223	0.7154	0.8017	0.2856	0.7741	0.7781	0.3292	0.7575	0.8337	0.75	0.8032	0.649	0.6815	0.8142	0.8494
0.4838	80.0	28000	0.3632	0.7289	0.9457	0.8408	0.2269	0.7157	0.758	0.2868	0.7738	0.7787	0.3069	0.7668	0.8026	0.7357	0.7876	0.6467	0.7062	0.8044	0.8423
0.3844	81.0	28350	0.3603	0.7311	0.9351	0.8466	0.3043	0.7198	0.7787	0.2811	0.7659	0.7734	0.3625	0.7657	0.8154	0.7447	0.7903	0.6253	0.6677	0.8232	0.8623
0.3887	82.0	28700	0.3477	0.7471	0.9451	0.8617	0.29	0.7337	0.7957	0.2904	0.7833	0.7889	0.3458	0.7784	0.8352	0.76	0.8038	0.6526	0.6985	0.8288	0.8644
0.422	83.0	29050	0.3432	0.7492	0.9564	0.8753	0.3003	0.7328	0.7857	0.2914	0.7909	0.7942	0.3597	0.7773	0.8278	0.7519	0.8049	0.6699	0.7154	0.8258	0.8623
0.4219	84.0	29400	0.3515	0.7418	0.9475	0.9055	0.294	0.7297	0.7856	0.2908	0.7823	0.7876	0.3556	0.7794	0.8159	0.7394	0.7919	0.6644	0.7108	0.8216	0.8603
0.429	85.0	29750	0.3381	0.7523	0.9483	0.895	0.3192	0.7365	0.8041	0.2935	0.7933	0.7985	0.3875	0.7841	0.841	0.7576	0.8076	0.677	0.7262	0.8222	0.8619
0.457	86.0	30100	0.3434	0.7485	0.9477	0.8982	0.3254	0.734	0.7861	0.2916	0.7886	0.7938	0.4111	0.7803	0.8199	0.7415	0.7897	0.6769	0.7246	0.8271	0.8669
0.4805	87.0	30450	0.3396	0.7527	0.9491	0.8731	0.2913	0.7379	0.7962	0.2953	0.791	0.7974	0.3806	0.7856	0.8398	0.7607	0.7973	0.6669	0.7262	0.8304	0.8686
0.5091	88.0	30800	0.3460	0.7494	0.955	0.8928	0.3707	0.7286	0.7815	0.2891	0.7873	0.7918	0.4542	0.7713	0.8255	0.749	0.7957	0.6717	0.7154	0.8274	0.8644
0.384	89.0	31150	0.3321	0.7612	0.956	0.8905	0.3394	0.7421	0.7949	0.2938	0.7984	0.8033	0.4056	0.7859	0.8393	0.77	0.8151	0.6863	0.7323	0.8272	0.8623
0.3461	90.0	31500	0.3449	0.7479	0.9489	0.9036	0.2912	0.7337	0.7889	0.2911	0.7872	0.7917	0.3736	0.779	0.8273	0.7508	0.8005	0.6669	0.7123	0.8259	0.8623
0.3522	91.0	31850	0.3477	0.7454	0.9489	0.9094	0.2996	0.7248	0.7908	0.2867	0.7835	0.7882	0.3931	0.7685	0.8328	0.7475	0.7968	0.6608	0.7046	0.828	0.8632
0.4073	92.0	32200	0.3417	0.7573	0.9536	0.88	0.3281	0.7373	0.8216	0.2923	0.7948	0.7988	0.3806	0.7803	0.8521	0.7564	0.7962	0.6851	0.7323	0.8304	0.8678
0.3508	93.0	32550	0.3322	0.7535	0.9553	0.902	0.3025	0.739	0.7892	0.2932	0.7922	0.7972	0.4083	0.7845	0.8239	0.7578	0.7995	0.6795	0.7292	0.8231	0.8628
0.4263	94.0	32900	0.3284	0.7634	0.9567	0.9142	0.3374	0.7459	0.7983	0.2932	0.8004	0.8073	0.4194	0.7945	0.8351	0.7751	0.82	0.6775	0.7277	0.8376	0.8741
0.46	95.0	33250	0.3282	0.758	0.9479	0.902	0.2693	0.7405	0.8062	0.2977	0.7958	0.7999	0.3569	0.7844	0.8423	0.7626	0.8108	0.6911	0.7308	0.8203	0.8582
0.4361	96.0	33600	0.3247	0.7663	0.9483	0.9055	0.2739	0.7462	0.8103	0.3015	0.8008	0.8064	0.3556	0.792	0.8398	0.7676	0.813	0.7044	0.7431	0.8271	0.8632
0.343	97.0	33950	0.3357	0.7522	0.9453	0.8961	0.2342	0.7367	0.7839	0.295	0.7902	0.7957	0.3347	0.7839	0.8263	0.7539	0.8043	0.6778	0.72	0.8248	0.8628
0.4763	98.0	34300	0.3274	0.7608	0.949	0.9007	0.2723	0.7537	0.7928	0.2991	0.7953	0.8006	0.3458	0.7961	0.8276	0.7645	0.8081	0.6956	0.7354	0.8224	0.8582
0.3525	99.0	34650	0.3304	0.7626	0.9535	0.8913	0.2551	0.7493	0.8115	0.2978	0.7966	0.8015	0.3333	0.7925	0.8417	0.765	0.8076	0.6972	0.7338	0.8256	0.8632
0.5142	100.0	35000	0.3300	0.7609	0.9573	0.8886	0.234	0.7473	0.8121	0.2947	0.7944	0.7986	0.3375	0.7844	0.8452	0.7689	0.8092	0.6877	0.7246	0.8262	0.8619
0.3987	101.0	35350	0.3356	0.7459	0.9502	0.8889	0.2912	0.7386	0.7918	0.2904	0.7865	0.792	0.3514	0.7874	0.8307	0.7616	0.8092	0.6519	0.7046	0.8242	0.8623
0.4309	102.0	35700	0.3218	0.7667	0.9485	0.91	0.2605	0.7601	0.8034	0.2989	0.8023	0.8082	0.3917	0.8015	0.8409	0.7676	0.8151	0.6973	0.7385	0.8352	0.8711
0.4543	103.0	36050	0.3195	0.7658	0.9469	0.9061	0.2682	0.7535	0.8213	0.2993	0.8023	0.8087	0.3333	0.8026	0.8545	0.7755	0.8227	0.688	0.7338	0.8339	0.8695
0.3316	104.0	36400	0.3195	0.7666	0.9589	0.9012	0.3094	0.7547	0.815	0.2961	0.8038	0.8079	0.3667	0.7984	0.8522	0.771	0.8184	0.6887	0.7308	0.8401	0.8745
0.4275	105.0	36750	0.3173	0.7674	0.9531	0.902	0.3075	0.7516	0.821	0.2976	0.8031	0.808	0.3639	0.7974	0.8531	0.7684	0.82	0.6887	0.7246	0.8452	0.8795
0.3399	106.0	37100	0.3105	0.7714	0.9511	0.901	0.2893	0.7599	0.8194	0.297	0.8038	0.8095	0.3708	0.8004	0.8517	0.7792	0.8243	0.6982	0.7323	0.8367	0.872
0.3859	107.0	37450	0.3100	0.7683	0.951	0.9038	0.2746	0.7586	0.8203	0.299	0.8044	0.8089	0.3514	0.805	0.8557	0.7688	0.8189	0.6933	0.7292	0.8429	0.8787
0.3285	108.0	37800	0.3173	0.761	0.9487	0.893	0.2779	0.7499	0.8031	0.2975	0.7967	0.8022	0.3389	0.7951	0.8393	0.7591	0.8054	0.6827	0.7246	0.8411	0.8766
0.3632	109.0	38150	0.3196	0.7641	0.9504	0.9004	0.2845	0.7493	0.8196	0.2977	0.8	0.8045	0.3264	0.7936	0.852	0.7637	0.8114	0.6981	0.7338	0.8304	0.8682
0.3822	110.0	38500	0.3104	0.7717	0.9569	0.9052	0.2832	0.7598	0.8187	0.2998	0.8048	0.81	0.3542	0.8014	0.8507	0.7658	0.8103	0.705	0.7385	0.8443	0.8812
0.3604	111.0	38850	0.3147	0.7642	0.9573	0.9025	0.2674	0.7525	0.8096	0.2976	0.7952	0.8036	0.3556	0.7956	0.8455	0.7643	0.8097	0.6913	0.7246	0.837	0.8766
0.3675	112.0	39200	0.3032	0.7796	0.9506	0.9105	0.3037	0.771	0.8156	0.3035	0.8112	0.8155	0.3639	0.8091	0.8482	0.774	0.8168	0.7138	0.7462	0.851	0.8837
0.3636	113.0	39550	0.3086	0.7772	0.9558	0.9092	0.3139	0.7687	0.8098	0.3036	0.8078	0.8128	0.3708	0.8087	0.8401	0.7752	0.8162	0.7154	0.7462	0.841	0.8762
0.3617	114.0	39900	0.3060	0.781	0.9498	0.9043	0.2909	0.7753	0.8284	0.3044	0.8118	0.8173	0.3306	0.8169	0.8619	0.7771	0.8189	0.7121	0.7431	0.8537	0.89
0.4996	115.0	40250	0.3068	0.7785	0.9515	0.9003	0.2886	0.7718	0.831	0.3022	0.808	0.8127	0.3319	0.8092	0.8581	0.7719	0.8146	0.7205	0.7431	0.8431	0.8803
0.3962	116.0	40600	0.3063	0.7794	0.949	0.9137	0.2904	0.7713	0.8324	0.3045	0.8108	0.8169	0.3333	0.8138	0.8621	0.7806	0.8222	0.707	0.7415	0.8505	0.887
0.3377	117.0	40950	0.3142	0.7714	0.952	0.9051	0.2819	0.7615	0.8298	0.3017	0.8045	0.8094	0.3375	0.8046	0.861	0.7705	0.813	0.701	0.7354	0.8428	0.8799
0.4085	118.0	41300	0.3037	0.7762	0.9483	0.905	0.2893	0.7661	0.829	0.3037	0.8121	0.8164	0.3292	0.8102	0.8625	0.7819	0.8243	0.6976	0.74	0.8492	0.8849
0.3813	119.0	41650	0.3068	0.7753	0.9451	0.9041	0.2979	0.767	0.8197	0.3023	0.807	0.8113	0.3403	0.8051	0.8571	0.7773	0.8222	0.7053	0.7323	0.8434	0.8795
0.4054	120.0	42000	0.3127	0.7702	0.9488	0.9035	0.2737	0.7634	0.8059	0.3004	0.8024	0.8073	0.3319	0.8043	0.8419	0.7746	0.8157	0.6925	0.7246	0.8435	0.8816
0.3453	121.0	42350	0.3038	0.7794	0.9495	0.9069	0.2828	0.7721	0.8237	0.3045	0.8119	0.8174	0.3486	0.812	0.8586	0.7833	0.8254	0.7085	0.7415	0.8464	0.8854
0.3874	122.0	42700	0.3002	0.7794	0.9591	0.9073	0.2916	0.771	0.8207	0.3031	0.8137	0.8186	0.3819	0.8111	0.8586	0.7792	0.8211	0.7088	0.7477	0.8502	0.887
0.4545	123.0	43050	0.3016	0.7745	0.9586	0.9081	0.2964	0.7645	0.8215	0.3021	0.8126	0.8173	0.3889	0.8085	0.8622	0.7709	0.8168	0.7081	0.7523	0.8446	0.8828
0.4242	124.0	43400	0.3007	0.7835	0.9573	0.9159	0.2929	0.7739	0.8208	0.3033	0.8162	0.8214	0.3889	0.814	0.8564	0.7807	0.8249	0.7171	0.7508	0.8526	0.8887
0.423	125.0	43750	0.2983	0.7814	0.9614	0.8973	0.3039	0.7709	0.8232	0.3038	0.8166	0.8214	0.3694	0.8134	0.8603	0.776	0.8227	0.7191	0.7569	0.849	0.8845
0.3747	126.0	44100	0.2976	0.7816	0.9521	0.9029	0.2774	0.7752	0.8204	0.3067	0.8139	0.8191	0.3375	0.8161	0.8547	0.7834	0.8265	0.7135	0.7462	0.848	0.8845
0.4194	127.0	44450	0.2991	0.7776	0.9518	0.8988	0.2871	0.7702	0.8165	0.3034	0.8102	0.8157	0.3431	0.8118	0.8501	0.7777	0.8227	0.7039	0.7369	0.8512	0.8874
0.3864	128.0	44800	0.2994	0.7796	0.9572	0.9063	0.2901	0.7682	0.8159	0.3047	0.8137	0.8188	0.3806	0.8101	0.8513	0.7767	0.8232	0.7102	0.7462	0.8518	0.887
0.4013	129.0	45150	0.2991	0.7797	0.9578	0.9028	0.2809	0.7716	0.8163	0.3049	0.8123	0.8193	0.3611	0.8147	0.8505	0.7781	0.8243	0.7118	0.7477	0.8493	0.8858
0.3756	130.0	45500	0.3002	0.7767	0.9582	0.9068	0.2797	0.7678	0.8177	0.3024	0.8094	0.8145	0.3611	0.8079	0.8552	0.7732	0.8189	0.7085	0.74	0.8486	0.8845
0.3507	131.0	45850	0.3037	0.7744	0.9504	0.9034	0.2899	0.7679	0.8095	0.3031	0.8086	0.8144	0.3653	0.8099	0.8465	0.7793	0.8216	0.6955	0.7369	0.8484	0.8845
0.4179	132.0	46200	0.3052	0.7697	0.9505	0.9035	0.28	0.7616	0.8083	0.3015	0.8043	0.8096	0.3431	0.8036	0.845	0.7759	0.8189	0.69	0.7308	0.8433	0.8791
0.3436	133.0	46550	0.3007	0.7766	0.9518	0.909	0.2915	0.7676	0.8283	0.3029	0.8125	0.8175	0.3472	0.8109	0.8685	0.7817	0.8286	0.6965	0.7369	0.8518	0.887
0.4076	134.0	46900	0.3019	0.7761	0.9518	0.903	0.2906	0.767	0.8268	0.3035	0.8113	0.8162	0.3472	0.8095	0.8602	0.7801	0.8254	0.7008	0.74	0.8476	0.8833
0.4175	135.0	47250	0.3041	0.7742	0.9505	0.8999	0.2809	0.766	0.8132	0.3033	0.8077	0.8128	0.3389	0.8071	0.8468	0.7742	0.8189	0.705	0.74	0.8436	0.8795
0.3912	136.0	47600	0.2998	0.7775	0.9505	0.9002	0.2799	0.7702	0.8179	0.3045	0.8098	0.8145	0.3347	0.8106	0.8479	0.7774	0.8205	0.7076	0.74	0.8475	0.8828
0.3579	137.0	47950	0.3000	0.7779	0.9488	0.8999	0.2835	0.7703	0.8142	0.3045	0.8107	0.8152	0.3264	0.8116	0.8462	0.7787	0.8216	0.7068	0.7415	0.8481	0.8824
0.3883	138.0	48300	0.2983	0.7743	0.9488	0.9004	0.2879	0.7659	0.8169	0.3029	0.8095	0.8141	0.3264	0.81	0.85	0.7775	0.8205	0.6976	0.7385	0.8478	0.8833
0.3039	139.0	48650	0.2989	0.7746	0.9487	0.9004	0.2962	0.7684	0.812	0.303	0.8104	0.8148	0.3347	0.8124	0.8458	0.7773	0.8211	0.6997	0.74	0.8468	0.8833
0.399	140.0	49000	0.2999	0.7751	0.9535	0.9044	0.2967	0.7671	0.8175	0.3023	0.81	0.8145	0.3361	0.8104	0.8491	0.7778	0.8222	0.7003	0.7385	0.8471	0.8828
0.4337	141.0	49350	0.3001	0.7737	0.9534	0.9018	0.2912	0.7666	0.8178	0.3024	0.8093	0.8138	0.3306	0.8104	0.8521	0.775	0.8189	0.7007	0.74	0.8455	0.8824
0.4288	142.0	49700	0.2999	0.7741	0.9553	0.9008	0.3024	0.7667	0.8173	0.3017	0.8089	0.8131	0.3347	0.8093	0.8477	0.7771	0.8211	0.699	0.7354	0.8463	0.8828
0.405	143.0	50050	0.2993	0.7748	0.9553	0.9036	0.2955	0.7673	0.8169	0.3014	0.8087	0.8131	0.3389	0.8092	0.8472	0.7768	0.8211	0.7031	0.7369	0.8445	0.8812
0.318	144.0	50400	0.2982	0.7759	0.9553	0.9037	0.3026	0.7689	0.8176	0.3029	0.8105	0.8147	0.3389	0.8107	0.8509	0.7775	0.8216	0.7039	0.74	0.8464	0.8824
0.4394	145.0	50750	0.2973	0.7762	0.9553	0.9037	0.3026	0.7689	0.8179	0.3029	0.8109	0.8151	0.3389	0.8109	0.8512	0.7777	0.8222	0.7036	0.74	0.8473	0.8833
0.4312	146.0	51100	0.2976	0.7761	0.9553	0.9037	0.3024	0.7689	0.8179	0.3029	0.8106	0.8148	0.3347	0.8109	0.8511	0.7779	0.8216	0.7037	0.74	0.8467	0.8828
0.3617	147.0	51450	0.2975	0.776	0.9553	0.9037	0.3024	0.7689	0.8175	0.3029	0.8101	0.8143	0.3347	0.8109	0.8477	0.7778	0.8216	0.7034	0.7385	0.8467	0.8828
0.4041	148.0	51800	0.2975	0.776	0.9553	0.9037	0.3024	0.7689	0.8175	0.3029	0.8101	0.8143	0.3347	0.8109	0.8477	0.7778	0.8216	0.7034	0.7385	0.8467	0.8828
0.368	149.0	52150	0.2975	0.776	0.9553	0.9037	0.3024	0.7689	0.8175	0.3029	0.8101	0.8143	0.3347	0.8109	0.8477	0.7778	0.8216	0.7035	0.7385	0.8467	0.8828
0.4667	150.0	52500	0.2975	0.776	0.9553	0.9037	0.3024	0.7689	0.8175	0.3029	0.8101	0.8143	0.3347	0.8109	0.8477	0.7778	0.8216	0.7035	0.7385	0.8467	0.8828

Framework versions

• Transformers 4.45.2
• Pytorch 2.5.0+cu121
• Datasets 2.19.2
• Tokenizers 0.20.1