chickens-composite-02020202020-150-epochs-w-transform-metrics-test

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: 0.2867
• Map: 0.7918
• Map 50: 0.9463
• Map 75: 0.8926
• Map Small: 0.2343
• Map Medium: 0.7785
• Map Large: 0.8114
• Mar 1: 0.3499
• Mar 10: 0.8327
• Mar 100: 0.8371
• Mar Small: 0.2786
• Mar Medium: 0.8275
• Mar Large: 0.842
• Map Chicken: 0.7868
• Mar 100 Chicken: 0.8356
• Map Duck: 0.7203
• Mar 100 Duck: 0.7758
• Map Plant: 0.8682
• Mar 100 Plant: 0.9

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: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• 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
1.4028	1.0	500	1.4007	0.1032	0.149	0.1199	0.0019	0.0595	0.12	0.0805	0.2536	0.3566	0.1119	0.3419	0.3611	0.0572	0.5017	0.0	0.0	0.2524	0.568
1.1569	2.0	1000	1.2683	0.2107	0.2975	0.2472	0.0032	0.1265	0.2298	0.101	0.3546	0.4324	0.1655	0.384	0.4503	0.1044	0.5301	0.0	0.0	0.5277	0.7672
1.1556	3.0	1500	1.1637	0.2445	0.3539	0.2909	0.0142	0.1511	0.2787	0.1108	0.3825	0.4565	0.1702	0.4125	0.4691	0.1606	0.6004	0.0	0.0	0.5729	0.7692
1.0682	4.0	2000	1.0133	0.3096	0.4465	0.3615	0.0255	0.2184	0.3511	0.1187	0.4326	0.4626	0.0976	0.4169	0.493	0.2763	0.618	0.0	0.0	0.6524	0.7698
0.8943	5.0	2500	0.9855	0.3031	0.4609	0.3381	0.0948	0.2224	0.3382	0.116	0.4171	0.4384	0.1179	0.4006	0.4565	0.259	0.5707	0.0	0.0	0.6503	0.7444
0.8934	6.0	3000	0.9259	0.3341	0.4896	0.3878	0.0461	0.2597	0.3773	0.124	0.4412	0.4595	0.0833	0.4209	0.5054	0.3227	0.6222	0.0	0.0	0.6798	0.7562
0.7969	7.0	3500	0.8708	0.3652	0.5141	0.4262	0.0087	0.2969	0.413	0.1331	0.4642	0.4781	0.0226	0.4437	0.5125	0.3829	0.6569	0.0	0.0	0.7128	0.7775
0.8765	8.0	4000	0.8635	0.3498	0.5025	0.4051	0.0193	0.2876	0.3941	0.1221	0.4575	0.4779	0.1	0.4359	0.5054	0.3436	0.6636	0.0	0.0	0.7059	0.7701
0.7567	9.0	4500	0.7950	0.3589	0.5031	0.4159	0.0334	0.3002	0.3935	0.129	0.4714	0.4908	0.0964	0.4391	0.5252	0.3617	0.6929	0.0	0.0	0.715	0.7796
0.8705	10.0	5000	0.7733	0.3744	0.5364	0.4346	0.004	0.3259	0.4146	0.1276	0.4737	0.4815	0.0762	0.4385	0.5143	0.4088	0.6749	0.0	0.0	0.7144	0.7695
0.8581	11.0	5500	0.7106	0.4042	0.5579	0.4747	0.0098	0.3586	0.4354	0.1295	0.493	0.5007	0.0571	0.4624	0.527	0.479	0.7092	0.0	0.0	0.7337	0.7929
0.8615	12.0	6000	0.7182	0.4043	0.5639	0.4749	0.0042	0.3559	0.4375	0.131	0.4874	0.496	0.0905	0.4549	0.5188	0.4919	0.7054	0.0	0.0	0.7211	0.7825
0.7232	13.0	6500	0.6980	0.4015	0.5636	0.461	0.011	0.3574	0.4236	0.1274	0.4847	0.4942	0.1048	0.4544	0.5214	0.4784	0.6946	0.0	0.0	0.7259	0.7882
0.9433	14.0	7000	0.6518	0.4203	0.5701	0.4899	0.0138	0.3713	0.4559	0.138	0.4957	0.5015	0.0952	0.4593	0.5255	0.525	0.7167	0.0	0.0	0.7359	0.7879
0.7484	15.0	7500	0.6229	0.4354	0.5736	0.5186	0.0036	0.3859	0.4695	0.1398	0.509	0.5159	0.0952	0.4701	0.5409	0.5498	0.7427	0.0	0.0	0.7563	0.805
0.6236	16.0	8000	0.6744	0.4065	0.5691	0.4806	0.0016	0.3602	0.4482	0.137	0.4804	0.4901	0.0429	0.4497	0.5244	0.4729	0.6762	0.0	0.0	0.7467	0.7941
0.7592	17.0	8500	0.6446	0.4212	0.5814	0.492	0.0081	0.3725	0.4562	0.1454	0.4895	0.4973	0.0714	0.4603	0.5196	0.5266	0.7088	0.0	0.0	0.737	0.7831
0.676	18.0	9000	0.6180	0.4296	0.5808	0.5064	0.0042	0.3813	0.4602	0.1479	0.5018	0.5087	0.0714	0.4676	0.5342	0.5383	0.7234	0.0	0.0	0.7505	0.8027
0.6221	19.0	9500	0.6123	0.4305	0.5833	0.503	0.0066	0.3893	0.4492	0.1472	0.4987	0.5045	0.1048	0.4735	0.5184	0.536	0.7109	0.0	0.0	0.7556	0.8027
0.5736	20.0	10000	0.5780	0.446	0.586	0.5308	0.0178	0.4027	0.4708	0.1467	0.5137	0.5208	0.1238	0.4822	0.5413	0.567	0.7477	0.0	0.0	0.7711	0.8148
0.6252	21.0	10500	0.5930	0.4359	0.5933	0.5344	0.0123	0.3891	0.4559	0.1444	0.495	0.5015	0.1	0.4613	0.5173	0.5647	0.7151	0.0	0.0	0.743	0.7893
0.6602	22.0	11000	0.5519	0.4522	0.5909	0.5234	0.0074	0.4068	0.4801	0.151	0.5182	0.5264	0.1048	0.4923	0.545	0.5809	0.7573	0.0	0.0	0.7757	0.8219
0.6418	23.0	11500	0.5593	0.4536	0.5918	0.5364	0.0122	0.4053	0.4819	0.1502	0.5134	0.5178	0.1	0.4835	0.5342	0.5961	0.7456	0.0	0.0	0.7647	0.8077
0.5511	24.0	12000	0.5629	0.4534	0.6039	0.5374	0.0114	0.4046	0.4859	0.153	0.5207	0.529	0.1095	0.4981	0.5474	0.5877	0.7502	0.0057	0.0198	0.7668	0.8172
0.657	25.0	12500	0.5526	0.4536	0.602	0.5313	0.0543	0.4096	0.4728	0.1491	0.5126	0.5195	0.1357	0.4839	0.527	0.5908	0.746	0.0069	0.0044	0.7632	0.808
0.6453	26.0	13000	0.5527	0.4535	0.5965	0.5329	0.0074	0.4053	0.486	0.1496	0.5147	0.5218	0.0714	0.4844	0.5427	0.5939	0.749	0.0001	0.0011	0.7667	0.8154
0.5256	27.0	13500	0.5611	0.4564	0.6062	0.5467	0.0166	0.408	0.4885	0.1525	0.5144	0.5187	0.0952	0.4777	0.5425	0.6018	0.7406	0.0015	0.0088	0.7658	0.8068
0.5827	28.0	14000	0.5226	0.4712	0.6153	0.5485	0.0311	0.4306	0.503	0.1576	0.5286	0.5337	0.0857	0.5024	0.5537	0.6247	0.7644	0.0036	0.0055	0.7853	0.8311
0.5469	29.0	14500	0.5364	0.4698	0.6207	0.5634	0.07	0.4254	0.4954	0.1591	0.5242	0.5303	0.1488	0.5015	0.5386	0.6274	0.7586	0.0031	0.011	0.779	0.8213
0.5167	30.0	15000	0.5388	0.4614	0.6096	0.5525	0.0186	0.4109	0.4979	0.1533	0.5192	0.5233	0.1	0.4786	0.5544	0.6108	0.7423	0.0024	0.0132	0.7711	0.8145
0.5829	31.0	15500	0.5306	0.4713	0.6245	0.5616	0.0081	0.4265	0.4991	0.1544	0.5234	0.5304	0.119	0.5005	0.5409	0.6422	0.7665	0.0029	0.011	0.7688	0.8136
0.5343	32.0	16000	0.5142	0.481	0.6364	0.5825	0.0703	0.4456	0.5031	0.1605	0.5315	0.5384	0.1583	0.5133	0.5438	0.649	0.7632	0.0091	0.0231	0.7847	0.829
0.6008	33.0	16500	0.5275	0.4836	0.6435	0.575	0.0123	0.4449	0.5109	0.1629	0.534	0.5394	0.0857	0.5094	0.5517	0.6567	0.7611	0.0172	0.0374	0.777	0.8198
0.5171	34.0	17000	0.5114	0.5137	0.7007	0.5899	0.0855	0.4833	0.5404	0.1896	0.5779	0.5853	0.1738	0.5637	0.585	0.6844	0.7711	0.0717	0.1571	0.7851	0.8275
0.5217	35.0	17500	0.5236	0.5015	0.6923	0.5814	0.0922	0.4624	0.5269	0.1853	0.5718	0.5784	0.1774	0.5503	0.5766	0.6545	0.7427	0.0672	0.1659	0.7829	0.8266
0.5971	36.0	18000	0.4942	0.5181	0.6977	0.599	0.0494	0.4871	0.5287	0.1864	0.5759	0.583	0.1821	0.56	0.5844	0.6911	0.7678	0.0771	0.156	0.7862	0.8251
0.6785	37.0	18500	0.4917	0.5261	0.6974	0.6082	0.0645	0.4874	0.5511	0.1917	0.58	0.5845	0.1417	0.5472	0.6057	0.6916	0.7611	0.0965	0.1659	0.7902	0.8263
0.5474	38.0	19000	0.4861	0.5849	0.7862	0.6779	0.0677	0.5609	0.5807	0.2369	0.6282	0.6344	0.1619	0.6148	0.6238	0.6802	0.7427	0.2843	0.3319	0.7903	0.8287
0.5205	39.0	19500	0.4513	0.6675	0.8701	0.7964	0.1495	0.6457	0.6641	0.2983	0.7164	0.7209	0.2393	0.7036	0.7133	0.6895	0.7481	0.5075	0.567	0.8054	0.8476
0.5673	40.0	20000	0.4444	0.697	0.8958	0.8348	0.0546	0.6706	0.7229	0.3196	0.747	0.7515	0.1488	0.7254	0.7721	0.7095	0.7644	0.5829	0.6527	0.7987	0.8373
0.506	41.0	20500	0.4403	0.6973	0.9101	0.855	0.0914	0.6657	0.7401	0.3198	0.7508	0.7558	0.1857	0.7269	0.7937	0.7077	0.7598	0.5827	0.6637	0.8016	0.8438
0.4758	42.0	21000	0.4174	0.7063	0.9019	0.8437	0.1032	0.6837	0.7274	0.3188	0.7529	0.7593	0.206	0.7392	0.7777	0.7228	0.7682	0.5886	0.6615	0.8074	0.8482
0.5359	43.0	21500	0.4246	0.7034	0.9155	0.8383	0.0681	0.6742	0.7279	0.321	0.7539	0.7584	0.175	0.7343	0.7685	0.7167	0.764	0.602	0.6769	0.7915	0.8343
0.494	44.0	22000	0.4142	0.701	0.9109	0.8539	0.0457	0.6612	0.7498	0.315	0.7458	0.7508	0.1679	0.7183	0.7933	0.7141	0.7665	0.5939	0.6516	0.7951	0.8343
0.6382	45.0	22500	0.4074	0.7136	0.9207	0.8607	0.0343	0.6869	0.752	0.3211	0.7618	0.768	0.1429	0.7493	0.7882	0.7058	0.7623	0.6174	0.6912	0.8175	0.8506
0.6811	46.0	23000	0.3996	0.7303	0.9415	0.8514	0.1423	0.7073	0.7583	0.3313	0.7811	0.7871	0.2369	0.7679	0.8027	0.7323	0.7854	0.6482	0.7231	0.8104	0.853
0.443	47.0	23500	0.4059	0.7173	0.93	0.8484	0.1302	0.692	0.7507	0.328	0.7649	0.7692	0.2214	0.7505	0.7897	0.6986	0.7448	0.6363	0.7088	0.817	0.8541
0.4663	48.0	24000	0.3971	0.7165	0.935	0.8313	0.0973	0.6911	0.7414	0.3183	0.7631	0.7695	0.2048	0.7496	0.7852	0.7186	0.7686	0.6184	0.6901	0.8125	0.8497
0.4728	49.0	24500	0.3779	0.7371	0.9421	0.8685	0.0804	0.7129	0.7624	0.3296	0.7801	0.7874	0.1857	0.7702	0.8069	0.7437	0.7895	0.6525	0.722	0.8152	0.8506
0.6411	50.0	25000	0.4020	0.7219	0.9356	0.8507	0.0823	0.689	0.7456	0.3268	0.7675	0.7739	0.175	0.7479	0.787	0.716	0.764	0.6405	0.7088	0.8092	0.8488
0.3769	51.0	25500	0.3804	0.7326	0.9373	0.8639	0.1069	0.7067	0.7672	0.3251	0.7778	0.7848	0.2405	0.7659	0.8083	0.7317	0.7799	0.6519	0.7242	0.8142	0.8503
0.4945	52.0	26000	0.3946	0.7261	0.9375	0.8597	0.0862	0.6976	0.7559	0.3221	0.7665	0.7728	0.2298	0.7489	0.7926	0.7245	0.7682	0.638	0.7011	0.8157	0.8491
0.4687	53.0	26500	0.3805	0.7251	0.9252	0.874	0.1258	0.6911	0.7687	0.3181	0.7681	0.775	0.2679	0.747	0.8089	0.7335	0.7862	0.6226	0.6824	0.8192	0.8565
0.5792	54.0	27000	0.3738	0.7424	0.9394	0.8667	0.1461	0.7139	0.7751	0.3318	0.7855	0.7921	0.2714	0.7738	0.8146	0.7472	0.7962	0.6557	0.7231	0.8243	0.8571
0.4655	55.0	27500	0.3995	0.7202	0.9248	0.8552	0.1029	0.6947	0.7694	0.3257	0.7624	0.7682	0.1845	0.7491	0.8026	0.7066	0.7536	0.6387	0.6989	0.8154	0.8521
0.4438	56.0	28000	0.3878	0.7365	0.9339	0.8643	0.1023	0.7126	0.7633	0.3299	0.7831	0.7865	0.1964	0.7708	0.8006	0.7329	0.7787	0.6555	0.7209	0.821	0.8601
0.4894	57.0	28500	0.3993	0.7228	0.937	0.8443	0.1098	0.6878	0.7457	0.326	0.7675	0.7737	0.2083	0.7489	0.7834	0.6996	0.7456	0.6523	0.7242	0.8164	0.8512
0.4617	58.0	29000	0.3812	0.7374	0.9223	0.8637	0.1468	0.7072	0.7766	0.333	0.7837	0.7876	0.2512	0.7679	0.8131	0.7423	0.8008	0.6414	0.6989	0.8284	0.863
0.4108	59.0	29500	0.4103	0.7132	0.9307	0.8565	0.1059	0.6858	0.7395	0.3272	0.7602	0.7638	0.225	0.7483	0.7815	0.6928	0.7393	0.6588	0.7297	0.7878	0.8225
0.5917	60.0	30000	0.3873	0.7326	0.93	0.8635	0.1354	0.7103	0.7562	0.3248	0.7759	0.782	0.2155	0.7653	0.7954	0.7366	0.787	0.6427	0.7033	0.8186	0.8556
0.4408	61.0	30500	0.3685	0.7349	0.9404	0.8731	0.1531	0.707	0.7531	0.333	0.7799	0.785	0.2345	0.7605	0.7958	0.7255	0.772	0.6599	0.7242	0.8192	0.8589
0.4881	62.0	31000	0.3971	0.724	0.9318	0.8628	0.1548	0.7056	0.736	0.3272	0.7677	0.7721	0.1786	0.7569	0.778	0.7131	0.7577	0.6594	0.7187	0.7993	0.8399
0.4307	63.0	31500	0.3745	0.7365	0.9371	0.8813	0.1343	0.7095	0.7581	0.3298	0.7775	0.7836	0.2238	0.7614	0.7997	0.7164	0.7632	0.6726	0.7319	0.8206	0.8556
0.4612	64.0	32000	0.3491	0.7564	0.9367	0.8746	0.1445	0.7346	0.7809	0.3398	0.7958	0.8002	0.2631	0.7795	0.8247	0.7598	0.7996	0.6749	0.7286	0.8345	0.8725
0.4558	65.0	32500	0.3588	0.7472	0.9361	0.869	0.1337	0.7244	0.7719	0.3354	0.7892	0.7946	0.2571	0.7777	0.8145	0.7494	0.7954	0.6708	0.7297	0.8215	0.8589
0.392	66.0	33000	0.3584	0.7459	0.9422	0.873	0.1929	0.7292	0.7584	0.3346	0.7862	0.7923	0.2595	0.7785	0.8018	0.7515	0.7975	0.6634	0.7198	0.8227	0.8598
0.4172	67.0	33500	0.3857	0.7264	0.949	0.8732	0.1647	0.7101	0.7442	0.3225	0.7655	0.7716	0.2476	0.7633	0.7822	0.7163	0.7607	0.6415	0.6978	0.8214	0.8562
0.3736	68.0	34000	0.3592	0.7448	0.9417	0.8782	0.1767	0.7168	0.7687	0.3336	0.7847	0.7896	0.2798	0.7683	0.8046	0.7402	0.7816	0.6592	0.7209	0.8348	0.8663
0.3744	69.0	34500	0.3572	0.7365	0.945	0.8647	0.1704	0.7109	0.7661	0.3323	0.7833	0.7888	0.2131	0.7684	0.8093	0.7369	0.7879	0.6481	0.7176	0.8246	0.8609
0.4157	70.0	35000	0.3494	0.7447	0.939	0.8636	0.1402	0.7182	0.7657	0.3335	0.7918	0.7975	0.2655	0.7759	0.8124	0.7466	0.7992	0.6571	0.7242	0.8305	0.8692
0.4944	71.0	35500	0.3328	0.7626	0.9474	0.8651	0.1845	0.7392	0.7887	0.3457	0.8103	0.8142	0.2214	0.7962	0.8287	0.7515	0.8008	0.6971	0.7681	0.8393	0.8737
0.4611	72.0	36000	0.3360	0.7657	0.9481	0.8754	0.1742	0.742	0.7843	0.3417	0.8094	0.8129	0.2821	0.7942	0.8182	0.7708	0.8192	0.6881	0.7473	0.8382	0.8722
0.4413	73.0	36500	0.3490	0.75	0.9387	0.8815	0.2018	0.7324	0.7719	0.3336	0.7964	0.8005	0.2774	0.7863	0.8092	0.7501	0.795	0.6662	0.7352	0.8338	0.8713
0.4712	74.0	37000	0.3358	0.7601	0.9452	0.8747	0.1039	0.7411	0.777	0.3431	0.8044	0.8091	0.1536	0.7924	0.8196	0.7468	0.7933	0.6947	0.7593	0.8388	0.8746
0.3787	75.0	37500	0.3430	0.7593	0.9458	0.8907	0.1535	0.74	0.7817	0.3366	0.8001	0.8053	0.2012	0.7898	0.8173	0.7597	0.8063	0.6808	0.7363	0.8374	0.8734
0.4252	76.0	38000	0.3431	0.7571	0.9431	0.8806	0.1021	0.7366	0.7799	0.3411	0.7994	0.8033	0.2	0.7848	0.817	0.7454	0.7908	0.6912	0.7495	0.8347	0.8695
0.3564	77.0	38500	0.3485	0.7473	0.9223	0.8796	0.1115	0.7236	0.7709	0.3269	0.7853	0.79	0.2262	0.7692	0.8029	0.7636	0.8138	0.6393	0.6824	0.8391	0.8737
0.4422	78.0	39000	0.3266	0.7695	0.945	0.8811	0.1326	0.7496	0.7889	0.3426	0.8126	0.8179	0.1845	0.8005	0.8325	0.7717	0.8197	0.6951	0.7582	0.8416	0.8757
0.4254	79.0	39500	0.3294	0.7682	0.9474	0.8808	0.1473	0.7499	0.7884	0.3431	0.8115	0.8169	0.2917	0.806	0.825	0.7624	0.8126	0.7019	0.7626	0.8402	0.8754
0.5614	80.0	40000	0.3243	0.7744	0.9485	0.9041	0.1867	0.7562	0.7969	0.3436	0.8148	0.8196	0.2714	0.8054	0.8302	0.7636	0.8142	0.7131	0.7637	0.8463	0.8808
0.3283	81.0	40500	0.3264	0.77	0.9512	0.8837	0.1983	0.7526	0.8022	0.3448	0.8126	0.818	0.2833	0.8048	0.8352	0.7619	0.8084	0.7068	0.7659	0.8414	0.8796
0.3889	82.0	41000	0.3263	0.7817	0.9491	0.8921	0.2169	0.766	0.8069	0.3469	0.8168	0.8229	0.2667	0.812	0.8382	0.7828	0.8247	0.7145	0.7626	0.8479	0.8814
0.3442	83.0	41500	0.3267	0.7691	0.9467	0.89	0.2088	0.7538	0.7843	0.3389	0.8153	0.8196	0.2595	0.8093	0.819	0.77	0.8205	0.6952	0.7593	0.8422	0.879
0.3858	84.0	42000	0.3347	0.7635	0.9443	0.892	0.1941	0.7414	0.7981	0.338	0.808	0.8126	0.2833	0.7943	0.837	0.7533	0.8067	0.6939	0.7516	0.8433	0.8796
0.3639	85.0	42500	0.3283	0.7709	0.9471	0.8992	0.195	0.7559	0.7866	0.3398	0.8123	0.819	0.281	0.8038	0.8244	0.7711	0.8192	0.6999	0.7593	0.8416	0.8784
0.3761	86.0	43000	0.3210	0.7698	0.9442	0.8898	0.197	0.7508	0.7919	0.3406	0.8118	0.8173	0.2512	0.8057	0.8238	0.7644	0.8121	0.7072	0.7626	0.838	0.8772
0.4861	87.0	43500	0.3160	0.7821	0.9503	0.899	0.196	0.7671	0.7959	0.3451	0.8209	0.8265	0.2369	0.8148	0.8258	0.7821	0.8259	0.7174	0.767	0.8469	0.8864
0.3586	88.0	44000	0.3202	0.7715	0.9468	0.8912	0.2025	0.7482	0.7994	0.3402	0.8125	0.817	0.2274	0.7963	0.835	0.7715	0.8105	0.6988	0.7593	0.8441	0.8811
0.4547	89.0	44500	0.3250	0.773	0.9468	0.8984	0.2276	0.7456	0.8057	0.3444	0.8162	0.8212	0.2679	0.7979	0.8446	0.7746	0.823	0.7049	0.7626	0.8397	0.8778
0.3646	90.0	45000	0.3179	0.7704	0.9508	0.8899	0.1969	0.7533	0.7924	0.3422	0.8123	0.8175	0.2548	0.8055	0.829	0.7697	0.8092	0.6979	0.7604	0.8435	0.8828
0.3942	91.0	45500	0.3112	0.7769	0.9422	0.8929	0.213	0.7553	0.8103	0.3443	0.8184	0.8231	0.2845	0.8056	0.8429	0.7797	0.8234	0.6981	0.7582	0.8529	0.8876
0.3932	92.0	46000	0.3057	0.7802	0.9483	0.8893	0.2187	0.7659	0.8095	0.3462	0.8232	0.828	0.281	0.8147	0.8472	0.7801	0.8222	0.7111	0.7758	0.8493	0.8861
0.4528	93.0	46500	0.3111	0.7768	0.948	0.8954	0.1844	0.7549	0.8161	0.3448	0.8217	0.827	0.2357	0.809	0.8512	0.7812	0.8285	0.6964	0.7626	0.8527	0.8899
0.4239	94.0	47000	0.3126	0.78	0.9474	0.8895	0.2248	0.7666	0.805	0.3461	0.823	0.8279	0.2988	0.8157	0.8424	0.7827	0.8301	0.7099	0.7681	0.8474	0.8855
0.3341	95.0	47500	0.3240	0.7673	0.9526	0.9017	0.2292	0.7526	0.7891	0.3391	0.8118	0.8157	0.2952	0.8035	0.8289	0.7622	0.8096	0.7014	0.7626	0.8383	0.8749
0.3849	96.0	48000	0.3116	0.7703	0.9468	0.8931	0.2012	0.7506	0.798	0.341	0.8123	0.8168	0.2369	0.7984	0.8381	0.7773	0.8264	0.6834	0.7385	0.8501	0.8855
0.4644	97.0	48500	0.3258	0.7674	0.9535	0.9073	0.1899	0.7485	0.792	0.3411	0.8113	0.8153	0.2274	0.7985	0.8317	0.767	0.8113	0.7033	0.7593	0.8321	0.8751
0.3149	98.0	49000	0.3149	0.779	0.9549	0.9193	0.2234	0.7595	0.8007	0.3426	0.8186	0.8226	0.2619	0.8089	0.834	0.7738	0.8197	0.7167	0.7637	0.8466	0.8843
0.3366	99.0	49500	0.3108	0.7792	0.9435	0.8995	0.1821	0.7552	0.8211	0.3447	0.8199	0.8236	0.2357	0.8039	0.8528	0.7786	0.8264	0.7071	0.7549	0.852	0.8896
0.4285	100.0	50000	0.3148	0.7793	0.9518	0.8912	0.1654	0.7618	0.7996	0.3437	0.8209	0.8255	0.2012	0.8141	0.8321	0.7704	0.813	0.7169	0.7758	0.8507	0.8876
0.338	101.0	50500	0.2999	0.789	0.9553	0.9009	0.2188	0.7707	0.8101	0.3477	0.8354	0.8397	0.2619	0.8259	0.8479	0.7843	0.8347	0.7291	0.7945	0.8538	0.8899
0.4276	102.0	51000	0.3197	0.7727	0.9493	0.8895	0.2196	0.7529	0.8002	0.3398	0.8179	0.8224	0.2714	0.8071	0.8352	0.766	0.8159	0.6999	0.7637	0.8521	0.8876
0.3458	103.0	51500	0.3131	0.776	0.9461	0.8902	0.2038	0.7555	0.8043	0.3415	0.8193	0.8248	0.2976	0.8067	0.8408	0.78	0.8297	0.6984	0.7582	0.8494	0.8864
0.3632	104.0	52000	0.3111	0.7706	0.9429	0.8902	0.2237	0.7502	0.7957	0.3397	0.8139	0.8183	0.2571	0.8025	0.8306	0.7744	0.8243	0.6862	0.7418	0.8511	0.8888
0.3418	105.0	52500	0.2995	0.7866	0.9533	0.8959	0.2163	0.773	0.7984	0.3482	0.8267	0.8312	0.2726	0.8204	0.8316	0.7871	0.8322	0.7198	0.7725	0.8528	0.8888
0.4659	106.0	53000	0.3084	0.7809	0.9461	0.8917	0.2058	0.764	0.7998	0.3442	0.8173	0.8221	0.2405	0.8071	0.8331	0.7829	0.8226	0.7091	0.7571	0.8506	0.8867
0.3353	107.0	53500	0.3096	0.7724	0.941	0.8869	0.2076	0.7529	0.7959	0.3409	0.8136	0.82	0.2667	0.8055	0.8362	0.7739	0.8234	0.691	0.744	0.8523	0.8926
0.4245	108.0	54000	0.3102	0.7815	0.9454	0.8897	0.2151	0.7601	0.8095	0.3418	0.8217	0.8271	0.2679	0.8108	0.843	0.7797	0.8264	0.7083	0.7615	0.8565	0.8935
0.3782	109.0	54500	0.3119	0.7723	0.9472	0.8848	0.2107	0.7563	0.7891	0.3407	0.8148	0.8197	0.231	0.8085	0.8266	0.7684	0.8184	0.6932	0.7495	0.8552	0.8911
0.3651	110.0	55000	0.2999	0.7909	0.9535	0.9105	0.1801	0.7794	0.8125	0.347	0.8301	0.8359	0.2107	0.8304	0.844	0.7845	0.8335	0.7307	0.7802	0.8575	0.8941
0.2835	111.0	55500	0.3068	0.7864	0.9536	0.898	0.2101	0.7707	0.8047	0.3453	0.8264	0.8318	0.2536	0.8228	0.8375	0.7747	0.8255	0.7242	0.7769	0.8603	0.8929
0.3702	112.0	56000	0.3100	0.7764	0.9481	0.8884	0.2008	0.7606	0.7983	0.344	0.8192	0.8244	0.2405	0.8142	0.8301	0.7667	0.8126	0.7063	0.7692	0.8561	0.8914
0.3475	113.0	56500	0.2957	0.7895	0.9499	0.8996	0.2189	0.7707	0.8125	0.3459	0.8293	0.835	0.2667	0.8223	0.845	0.7887	0.8372	0.7203	0.7736	0.8595	0.8941
0.4056	114.0	57000	0.3000	0.7834	0.9456	0.893	0.2203	0.7659	0.805	0.3443	0.8236	0.8292	0.2798	0.8183	0.8355	0.782	0.8297	0.7073	0.7615	0.8609	0.8964
0.3708	115.0	57500	0.2999	0.7834	0.9461	0.8906	0.2253	0.7644	0.8069	0.3467	0.8256	0.83	0.2714	0.8162	0.8417	0.7827	0.8305	0.7082	0.7659	0.8592	0.8935
0.365	116.0	58000	0.3010	0.7841	0.9443	0.8948	0.2201	0.7647	0.8019	0.3444	0.8243	0.8283	0.2607	0.8166	0.8345	0.7735	0.8218	0.7153	0.7681	0.8635	0.895
0.6735	117.0	58500	0.2989	0.7816	0.9433	0.8879	0.2312	0.765	0.7929	0.3428	0.8237	0.8286	0.3167	0.82	0.8265	0.7816	0.8347	0.7014	0.7549	0.8618	0.8962
0.3886	118.0	59000	0.3009	0.7801	0.9493	0.8908	0.2309	0.7666	0.7872	0.3436	0.8234	0.8274	0.2893	0.8166	0.8262	0.7695	0.8205	0.7099	0.767	0.861	0.8947
0.4127	119.0	59500	0.2982	0.7874	0.9496	0.893	0.2301	0.771	0.8011	0.3482	0.8301	0.8346	0.2798	0.8237	0.8364	0.7818	0.8301	0.7181	0.778	0.8624	0.8956
0.3387	120.0	60000	0.2970	0.7884	0.9474	0.8815	0.2342	0.7709	0.8079	0.3493	0.8296	0.8343	0.2845	0.8198	0.8406	0.7811	0.8251	0.7189	0.7802	0.8653	0.8976
0.3816	121.0	60500	0.2993	0.7831	0.9469	0.8864	0.2278	0.7687	0.795	0.3458	0.8241	0.8291	0.2762	0.8182	0.8301	0.7806	0.8268	0.7087	0.767	0.8601	0.8935
0.3813	122.0	61000	0.2972	0.786	0.9465	0.8914	0.2353	0.7676	0.8009	0.3462	0.8273	0.8325	0.2976	0.8184	0.8399	0.7873	0.8347	0.7079	0.767	0.8626	0.8959
0.3785	123.0	61500	0.2949	0.7896	0.9484	0.8975	0.23	0.776	0.8025	0.3475	0.831	0.8352	0.2833	0.8218	0.8402	0.7832	0.8301	0.7223	0.778	0.8632	0.8973
0.3602	124.0	62000	0.2936	0.7902	0.9496	0.8968	0.2422	0.7785	0.8011	0.3494	0.8306	0.8355	0.2833	0.825	0.8368	0.7852	0.8301	0.7183	0.7769	0.867	0.8994
0.3403	125.0	62500	0.2882	0.7907	0.9451	0.8956	0.2436	0.7753	0.8116	0.3495	0.8332	0.8378	0.2976	0.8255	0.8476	0.7891	0.836	0.7172	0.7791	0.8657	0.8982
0.39	126.0	63000	0.2917	0.7919	0.949	0.8946	0.2401	0.7759	0.8135	0.349	0.8313	0.8362	0.2881	0.8242	0.849	0.783	0.8305	0.7224	0.7758	0.8704	0.9024
0.3643	127.0	63500	0.2932	0.7887	0.9491	0.8942	0.237	0.7749	0.8047	0.3466	0.8302	0.8343	0.2893	0.823	0.8402	0.7812	0.8289	0.7195	0.7758	0.8654	0.8982
0.3822	128.0	64000	0.2889	0.7937	0.9457	0.9002	0.2327	0.7757	0.8141	0.3512	0.8345	0.8397	0.2893	0.8281	0.8491	0.7926	0.841	0.7228	0.778	0.8656	0.9
0.377	129.0	64500	0.2926	0.7891	0.9477	0.8955	0.2366	0.773	0.8104	0.3492	0.83	0.8349	0.2976	0.8235	0.8443	0.7861	0.8356	0.718	0.7725	0.8631	0.8967
0.3162	130.0	65000	0.2890	0.7921	0.9485	0.8954	0.2376	0.7722	0.8173	0.3513	0.8332	0.8378	0.3024	0.8237	0.85	0.7905	0.8393	0.7211	0.7769	0.8646	0.897
0.3399	131.0	65500	0.2894	0.7912	0.9466	0.8924	0.237	0.7737	0.8152	0.3493	0.8312	0.8356	0.2976	0.8241	0.8459	0.7856	0.831	0.7222	0.7769	0.8658	0.8988
0.3201	132.0	66000	0.2857	0.7934	0.948	0.899	0.2417	0.7749	0.8127	0.3512	0.8338	0.8384	0.306	0.8254	0.8456	0.7885	0.836	0.7219	0.778	0.8698	0.9012
0.3627	133.0	66500	0.2849	0.7937	0.9479	0.8927	0.2158	0.777	0.8169	0.3511	0.8333	0.838	0.2798	0.8265	0.8497	0.7869	0.8356	0.7235	0.7769	0.8707	0.9015
0.356	134.0	67000	0.2875	0.7904	0.946	0.8934	0.2285	0.7735	0.8125	0.3494	0.83	0.8345	0.2845	0.823	0.8433	0.7857	0.8339	0.7184	0.7714	0.8672	0.8982
0.3514	135.0	67500	0.2868	0.7909	0.9464	0.8928	0.226	0.7745	0.8119	0.3497	0.8305	0.8351	0.2786	0.8233	0.8429	0.785	0.8351	0.7197	0.7714	0.8679	0.8988
0.3632	136.0	68000	0.2867	0.7917	0.9463	0.8935	0.226	0.7771	0.8123	0.3506	0.8319	0.8366	0.2702	0.8267	0.8451	0.7888	0.836	0.72	0.7747	0.8663	0.8991
0.3077	137.0	68500	0.2863	0.7915	0.9468	0.893	0.2342	0.7769	0.8136	0.3496	0.8319	0.8367	0.2786	0.8254	0.847	0.7886	0.8372	0.7194	0.7736	0.8665	0.8991
0.2911	138.0	69000	0.2887	0.7917	0.9478	0.8926	0.2376	0.7762	0.8091	0.349	0.8322	0.8368	0.2976	0.8258	0.8432	0.7879	0.8351	0.7191	0.7747	0.8679	0.9006
0.4159	139.0	69500	0.2869	0.7926	0.9485	0.8932	0.2376	0.7763	0.8119	0.3499	0.8334	0.8377	0.2976	0.8267	0.8421	0.7898	0.8364	0.7208	0.7769	0.8671	0.8997
0.6002	140.0	70000	0.2845	0.7939	0.9468	0.8933	0.2345	0.7803	0.8121	0.3505	0.8344	0.8386	0.2786	0.8289	0.8429	0.7912	0.8368	0.7211	0.7769	0.8694	0.9021
0.4506	141.0	70500	0.2858	0.793	0.9463	0.8927	0.226	0.7788	0.8129	0.35	0.8342	0.8387	0.2702	0.829	0.8447	0.7905	0.8385	0.7209	0.7769	0.8677	0.9006
0.3234	142.0	71000	0.2849	0.7936	0.9464	0.893	0.226	0.7792	0.8134	0.3504	0.8342	0.8389	0.2702	0.8293	0.8435	0.7897	0.8381	0.7211	0.7769	0.8699	0.9018
0.3553	143.0	71500	0.2860	0.7929	0.9465	0.8928	0.2342	0.7799	0.8114	0.3499	0.8335	0.8382	0.2786	0.8293	0.8422	0.7891	0.8377	0.7206	0.7758	0.8688	0.9012
0.3854	144.0	72000	0.2862	0.7931	0.9466	0.8929	0.2342	0.7799	0.8126	0.3503	0.8336	0.8381	0.2786	0.8283	0.844	0.7891	0.8364	0.7216	0.7769	0.8686	0.9009
0.3787	145.0	72500	0.2859	0.7928	0.9465	0.8928	0.2342	0.7793	0.8131	0.3505	0.8335	0.838	0.2786	0.8282	0.844	0.789	0.8372	0.7208	0.7758	0.8687	0.9009
0.4225	146.0	73000	0.2864	0.7919	0.9465	0.8929	0.2342	0.7784	0.8117	0.3495	0.8325	0.837	0.2786	0.8275	0.8421	0.7873	0.8356	0.7197	0.7747	0.8688	0.9006
0.389	147.0	73500	0.2867	0.7921	0.9463	0.8927	0.2342	0.7789	0.8116	0.3499	0.833	0.8377	0.2786	0.828	0.8422	0.7869	0.8356	0.7212	0.7769	0.8681	0.9006
0.3307	148.0	74000	0.2867	0.7921	0.9464	0.8927	0.2343	0.779	0.8114	0.3499	0.8331	0.8375	0.2786	0.828	0.842	0.787	0.8356	0.7212	0.7769	0.8682	0.9
0.3403	149.0	74500	0.2867	0.7918	0.9463	0.8926	0.2343	0.7785	0.8114	0.3499	0.8327	0.8371	0.2786	0.8275	0.842	0.7868	0.8356	0.7203	0.7758	0.8682	0.9
0.4439	150.0	75000	0.2867	0.7918	0.9463	0.8926	0.2343	0.7785	0.8114	0.3499	0.8327	0.8371	0.2786	0.8275	0.842	0.7868	0.8356	0.7203	0.7758	0.8682	0.9

Framework versions

• Transformers 4.46.1
• Pytorch 2.5.0+cu121
• Datasets 2.19.2
• Tokenizers 0.20.1