chickens-composite-101818181818-150-epochs-w-transform-metrics-test-shfld

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: 0.2959
• Map: 0.7997
• Map 50: 0.9529
• Map 75: 0.9125
• Map Small: 0.2883
• Map Medium: 0.7977
• Map Large: 0.8126
• Mar 1: 0.3344
• Mar 10: 0.8339
• Mar 100: 0.8362
• Mar Small: 0.3111
• Mar Medium: 0.8343
• Mar Large: 0.8457
• Map Chicken: 0.7961
• Mar 100 Chicken: 0.8395
• Map Duck: 0.7392
• Mar 100 Duck: 0.7758
• Map Plant: 0.8637
• Mar 100 Plant: 0.8934

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
1.5593	1.0	500	1.4254	0.0618	0.0998	0.068	0.0482	0.038	0.0714	0.0719	0.2004	0.3931	0.1167	0.3646	0.3877	0.0728	0.4278	0.0	0.0	0.1126	0.7515
1.1781	2.0	1000	1.2702	0.1171	0.178	0.1301	0.0034	0.0749	0.1283	0.1021	0.2999	0.4572	0.0583	0.4223	0.4692	0.1209	0.6089	0.0	0.0	0.2303	0.7627
1.2828	3.0	1500	1.1369	0.1986	0.2993	0.2276	0.012	0.1722	0.2143	0.1131	0.3631	0.4357	0.125	0.4166	0.4223	0.2177	0.5508	0.0	0.0	0.3781	0.7563
1.211	4.0	2000	1.0852	0.2357	0.3552	0.2708	0.0092	0.1875	0.259	0.1155	0.3965	0.4606	0.1125	0.4361	0.4658	0.2359	0.6181	0.0	0.0	0.4712	0.7636
0.8201	5.0	2500	0.9602	0.3058	0.4592	0.3621	0.0188	0.2541	0.3171	0.1184	0.425	0.4378	0.15	0.4168	0.4355	0.3077	0.581	0.0	0.0	0.6097	0.7322
1.0216	6.0	3000	1.0500	0.3162	0.4586	0.3713	0.0739	0.2797	0.3196	0.1193	0.4178	0.4205	0.0958	0.4006	0.4111	0.328	0.5669	0.0	0.0	0.6206	0.6946
0.9282	7.0	3500	0.8361	0.3673	0.519	0.4224	0.0731	0.3377	0.3698	0.1315	0.4652	0.4725	0.1208	0.4519	0.4738	0.4035	0.6496	0.0	0.0	0.6984	0.7678
0.744	8.0	4000	0.8710	0.3596	0.5289	0.4163	0.0228	0.3272	0.3628	0.1261	0.4519	0.4547	0.0542	0.4271	0.461	0.4232	0.6379	0.0	0.0	0.6555	0.7262
0.8694	9.0	4500	0.7759	0.3833	0.5524	0.4452	0.0822	0.3334	0.3959	0.1329	0.4717	0.4771	0.1125	0.4377	0.4887	0.4549	0.6657	0.0	0.0	0.695	0.7657
0.7675	10.0	5000	0.7369	0.3868	0.549	0.4514	0.0968	0.3583	0.3948	0.1302	0.4801	0.4845	0.125	0.4532	0.5004	0.445	0.6766	0.0	0.0	0.7153	0.7768
1.0047	11.0	5500	0.7570	0.3987	0.5494	0.4731	0.0828	0.3708	0.4196	0.1387	0.4818	0.4843	0.1333	0.4521	0.5098	0.4916	0.6911	0.0	0.0	0.7044	0.7617
0.7842	12.0	6000	0.7426	0.4039	0.568	0.4646	0.096	0.3755	0.4117	0.1379	0.481	0.4837	0.1583	0.451	0.5009	0.4936	0.6823	0.0	0.0	0.7181	0.769
0.7374	13.0	6500	0.6384	0.4272	0.5718	0.5012	0.1095	0.3974	0.4315	0.1428	0.4996	0.5024	0.1667	0.4709	0.5152	0.5466	0.7157	0.0	0.0	0.735	0.7916
0.8151	14.0	7000	0.6512	0.4108	0.5644	0.4814	0.1311	0.3736	0.4232	0.1359	0.4899	0.4929	0.1583	0.4609	0.5073	0.4984	0.6927	0.0	0.0	0.7341	0.7858
0.7233	15.0	7500	0.7068	0.4002	0.5618	0.4729	0.0743	0.3623	0.4249	0.1352	0.4785	0.4812	0.15	0.4459	0.5021	0.4871	0.6786	0.0	0.0	0.7135	0.7651
0.6345	16.0	8000	0.6210	0.424	0.5825	0.4956	0.1345	0.394	0.4389	0.1399	0.4959	0.5018	0.1875	0.4711	0.5256	0.5273	0.7133	0.0	0.0	0.7446	0.7922
0.5406	17.0	8500	0.5952	0.4341	0.5836	0.5014	0.2377	0.4078	0.4426	0.1419	0.5052	0.5084	0.2625	0.4795	0.5231	0.5476	0.7169	0.0	0.0	0.7548	0.8081
0.6986	18.0	9000	0.5646	0.4465	0.5893	0.5235	0.1327	0.4176	0.4565	0.1399	0.5088	0.5154	0.1625	0.4785	0.5353	0.576	0.7343	0.0	0.0	0.7635	0.812
0.6939	19.0	9500	0.6293	0.4146	0.5821	0.4897	0.1459	0.3885	0.4238	0.1343	0.4816	0.4848	0.1667	0.4535	0.5074	0.5217	0.6875	0.0	0.0	0.7222	0.7669
0.6532	20.0	10000	0.5819	0.4345	0.5819	0.4954	0.1127	0.4072	0.4364	0.1435	0.5116	0.5158	0.1958	0.483	0.5299	0.5501	0.7415	0.0	0.0	0.7535	0.8057
0.6648	21.0	10500	0.5717	0.4251	0.5849	0.5027	0.1448	0.3897	0.4468	0.1341	0.4993	0.5041	0.2125	0.4721	0.5222	0.5444	0.7323	0.0	0.0	0.7308	0.7801
0.7616	22.0	11000	0.5705	0.4331	0.5904	0.5126	0.1392	0.4043	0.4415	0.1365	0.5034	0.508	0.1833	0.4804	0.5178	0.5476	0.7234	0.0	0.0	0.7518	0.8006
0.6133	23.0	11500	0.5598	0.4461	0.5853	0.5289	0.0873	0.4143	0.4588	0.14	0.5158	0.5209	0.1375	0.4886	0.5394	0.5671	0.7452	0.0	0.0	0.7712	0.8175
0.7888	24.0	12000	0.5552	0.4503	0.5882	0.5292	0.158	0.4155	0.4656	0.1444	0.5185	0.5237	0.2167	0.4911	0.5364	0.5769	0.7609	0.0	0.0	0.7741	0.8102
0.4915	25.0	12500	0.5522	0.4361	0.5917	0.5251	0.0734	0.4055	0.4591	0.1379	0.5031	0.5094	0.2375	0.4745	0.5255	0.542	0.7153	0.0	0.0	0.7661	0.813
0.5545	26.0	13000	0.5461	0.4586	0.6022	0.5503	0.1329	0.4316	0.4647	0.1507	0.5153	0.5193	0.2292	0.4906	0.5279	0.6059	0.7492	0.0	0.0	0.7699	0.8087
0.6167	27.0	13500	0.5517	0.4488	0.5941	0.5451	0.1318	0.4116	0.4805	0.1417	0.5105	0.5152	0.2125	0.4806	0.5445	0.5815	0.7444	0.0	0.0	0.765	0.8012
0.7243	28.0	14000	0.5391	0.4569	0.5973	0.5348	0.1178	0.4315	0.4786	0.146	0.5185	0.5233	0.2	0.4952	0.5454	0.5923	0.744	0.0	0.0	0.7784	0.8259
0.6615	29.0	14500	0.5449	0.4503	0.6024	0.5494	0.0953	0.4129	0.4816	0.1439	0.507	0.5113	0.2	0.4751	0.5379	0.5879	0.7323	0.0	0.0	0.7629	0.8015
0.4993	30.0	15000	0.5131	0.4743	0.6051	0.5623	0.0918	0.4482	0.5041	0.1478	0.5275	0.5331	0.2375	0.5045	0.5539	0.6328	0.773	0.0	0.0	0.7901	0.8262
0.62	31.0	15500	0.5405	0.4646	0.603	0.5542	0.0607	0.4422	0.4832	0.1485	0.5201	0.5237	0.1625	0.5016	0.5361	0.614	0.7512	0.0	0.0	0.7798	0.8199
0.5616	32.0	16000	0.5097	0.4744	0.6111	0.5736	0.07	0.4423	0.4967	0.1453	0.5236	0.5288	0.1667	0.4979	0.544	0.6395	0.7585	0.0	0.0	0.7836	0.828
0.4979	33.0	16500	0.5117	0.4846	0.6197	0.5695	0.0474	0.4538	0.5076	0.1494	0.5307	0.5358	0.125	0.5075	0.5547	0.6651	0.779	0.0	0.0	0.7888	0.8283
0.5772	34.0	17000	0.5248	0.4758	0.6206	0.571	0.0753	0.4453	0.4902	0.1503	0.5223	0.5265	0.1958	0.4962	0.5354	0.6594	0.7669	0.0	0.0	0.7679	0.8127
0.6061	35.0	17500	0.5076	0.4867	0.6271	0.5914	0.0845	0.455	0.4979	0.1506	0.5254	0.5297	0.225	0.4979	0.5438	0.6651	0.7609	0.0	0.0	0.7951	0.8283
0.4872	36.0	18000	0.5002	0.4875	0.6307	0.5823	0.0911	0.4517	0.5101	0.1532	0.5244	0.528	0.2208	0.4922	0.5457	0.6716	0.7581	0.0	0.0	0.7909	0.8259
0.499	37.0	18500	0.4787	0.4995	0.6374	0.5907	0.134	0.4658	0.5097	0.1559	0.5317	0.5369	0.225	0.506	0.5468	0.6978	0.7726	0.0	0.0	0.8008	0.8383
0.4926	38.0	19000	0.4706	0.5026	0.6392	0.6018	0.1207	0.4744	0.5192	0.1567	0.5321	0.5391	0.2333	0.5156	0.5516	0.7093	0.7746	0.0	0.0	0.7986	0.8428
0.4842	39.0	19500	0.4501	0.5355	0.6675	0.6262	0.1531	0.5188	0.5258	0.1782	0.5599	0.5657	0.2167	0.5497	0.5566	0.7289	0.7831	0.0676	0.0621	0.8099	0.8518
0.4388	40.0	20000	0.4492	0.5759	0.7319	0.6917	0.2016	0.5629	0.5794	0.2133	0.6052	0.6116	0.2792	0.5968	0.612	0.7058	0.7609	0.2139	0.2211	0.808	0.8527
0.5973	41.0	20500	0.4320	0.6214	0.7675	0.7299	0.1689	0.6037	0.6191	0.2363	0.6511	0.6566	0.275	0.6379	0.6511	0.7474	0.8024	0.3108	0.3232	0.806	0.8443
0.6471	42.0	21000	0.4575	0.6216	0.8126	0.7403	0.1932	0.6134	0.6043	0.2459	0.6582	0.661	0.2667	0.6489	0.6509	0.6722	0.7298	0.3924	0.4137	0.8	0.8395
0.5442	43.0	21500	0.4265	0.6911	0.8876	0.842	0.2163	0.6898	0.693	0.2988	0.7358	0.7408	0.3333	0.736	0.7502	0.7061	0.7681	0.5569	0.6053	0.8103	0.8491
0.52	44.0	22000	0.4279	0.6918	0.8948	0.8453	0.1957	0.691	0.6836	0.2969	0.7344	0.7381	0.2875	0.7341	0.7327	0.7114	0.7694	0.5632	0.6021	0.8007	0.8428
0.5388	45.0	22500	0.4436	0.6881	0.8959	0.8218	0.1081	0.6807	0.6963	0.2972	0.7291	0.7321	0.2417	0.7229	0.7455	0.6986	0.7476	0.5668	0.6042	0.7991	0.8446
0.448	46.0	23000	0.4175	0.6923	0.888	0.8294	0.1616	0.686	0.7025	0.2932	0.7316	0.7366	0.2542	0.7282	0.7519	0.712	0.7665	0.5533	0.5916	0.8116	0.8518
0.4813	47.0	23500	0.4539	0.6668	0.869	0.8013	0.177	0.6492	0.6792	0.2837	0.7038	0.7076	0.3	0.6941	0.715	0.7076	0.7593	0.5094	0.5347	0.7835	0.8289
0.5411	48.0	24000	0.3942	0.7248	0.9066	0.8668	0.2003	0.7087	0.7693	0.3079	0.7636	0.7678	0.2625	0.7516	0.813	0.7497	0.7964	0.6227	0.6621	0.8019	0.8449
0.6534	49.0	24500	0.4056	0.7123	0.8974	0.8511	0.1611	0.6932	0.7483	0.304	0.7505	0.7543	0.2958	0.7338	0.7925	0.7219	0.7746	0.5993	0.6316	0.8156	0.8566
0.377	50.0	25000	0.3828	0.7397	0.936	0.8724	0.2397	0.724	0.7552	0.3188	0.7791	0.7832	0.3292	0.7696	0.8016	0.7286	0.7734	0.6664	0.7126	0.8241	0.8636
0.5198	51.0	25500	0.3895	0.7341	0.9234	0.8692	0.1944	0.722	0.7554	0.3099	0.7701	0.7733	0.2875	0.7617	0.802	0.7328	0.7734	0.6507	0.6926	0.8186	0.8539
0.4339	52.0	26000	0.3881	0.7396	0.9251	0.8757	0.1544	0.717	0.7959	0.3127	0.7743	0.7776	0.2417	0.7538	0.8312	0.7413	0.7891	0.6603	0.6895	0.8171	0.8542
0.4556	53.0	26500	0.3676	0.7385	0.9322	0.882	0.2223	0.7185	0.7716	0.3151	0.7726	0.7772	0.3014	0.7634	0.8087	0.7453	0.7847	0.6602	0.6968	0.8099	0.85
0.4291	54.0	27000	0.3836	0.7341	0.9304	0.8776	0.177	0.7103	0.7794	0.3179	0.7712	0.7758	0.3	0.7579	0.8178	0.7395	0.7895	0.6559	0.6937	0.8068	0.8443
0.4573	55.0	27500	0.3755	0.7386	0.9355	0.8918	0.1973	0.7277	0.7621	0.3135	0.7772	0.7809	0.2667	0.7733	0.8019	0.738	0.7847	0.6684	0.7116	0.8095	0.8464
0.4252	56.0	28000	0.3715	0.7428	0.9323	0.8989	0.1769	0.7324	0.7619	0.3141	0.779	0.783	0.3042	0.774	0.7984	0.7513	0.794	0.6641	0.7032	0.8129	0.8518
0.4442	57.0	28500	0.3634	0.7473	0.9293	0.8816	0.2133	0.739	0.7691	0.3148	0.7871	0.7901	0.2708	0.7827	0.8123	0.7623	0.804	0.6598	0.7084	0.8197	0.8578
0.6128	58.0	29000	0.3701	0.7495	0.9339	0.8731	0.1517	0.7355	0.7881	0.3166	0.7839	0.7881	0.2875	0.7748	0.8276	0.7661	0.806	0.6761	0.7126	0.8063	0.8455
0.5688	59.0	29500	0.3720	0.7475	0.9385	0.8895	0.2601	0.7387	0.7661	0.3215	0.7826	0.7862	0.3125	0.7791	0.8048	0.7562	0.794	0.6744	0.7158	0.8118	0.8488
0.4942	60.0	30000	0.3703	0.74	0.9318	0.8728	0.1782	0.726	0.7702	0.3124	0.7787	0.7821	0.2542	0.7671	0.817	0.7558	0.8028	0.6483	0.6895	0.816	0.8539
0.4106	61.0	30500	0.3685	0.739	0.934	0.8802	0.2221	0.7235	0.7501	0.3176	0.7772	0.7799	0.2667	0.767	0.7946	0.7401	0.7847	0.6619	0.7053	0.8151	0.8497
0.4923	62.0	31000	0.3567	0.7568	0.9428	0.9018	0.2009	0.7439	0.7907	0.3218	0.7928	0.7958	0.2875	0.787	0.8232	0.7691	0.8085	0.6744	0.7179	0.8267	0.8611
0.474	63.0	31500	0.3643	0.7388	0.9372	0.8944	0.1755	0.7311	0.7726	0.315	0.7806	0.784	0.2667	0.7816	0.8129	0.746	0.7915	0.6476	0.7021	0.8228	0.8584
0.4232	64.0	32000	0.3292	0.772	0.9443	0.8969	0.2505	0.755	0.812	0.3252	0.8062	0.8104	0.3528	0.7921	0.8463	0.7743	0.8198	0.7097	0.7442	0.8321	0.8672
0.5473	65.0	32500	0.3485	0.7562	0.9403	0.8948	0.2005	0.743	0.7782	0.3213	0.7979	0.8011	0.2931	0.7902	0.8205	0.7678	0.8145	0.6801	0.7274	0.8206	0.8614
0.3545	66.0	33000	0.3473	0.7548	0.9457	0.901	0.1938	0.7436	0.7813	0.3176	0.7922	0.7958	0.275	0.7861	0.8239	0.7501	0.798	0.6857	0.7263	0.8285	0.863
0.596	67.0	33500	0.3422	0.7591	0.9432	0.8851	0.2045	0.7441	0.7888	0.3222	0.796	0.8002	0.2958	0.787	0.8287	0.7652	0.8129	0.6755	0.7179	0.8365	0.8699
0.4029	68.0	34000	0.3423	0.7551	0.9428	0.8957	0.2309	0.7443	0.791	0.3184	0.7891	0.7947	0.3514	0.7851	0.8277	0.7551	0.8016	0.6732	0.7116	0.8369	0.8708
0.4128	69.0	34500	0.3450	0.7529	0.9409	0.8963	0.2611	0.7392	0.7774	0.3193	0.79	0.7959	0.3542	0.7835	0.8173	0.7417	0.7952	0.6837	0.7221	0.8334	0.8705
0.4718	70.0	35000	0.3278	0.7638	0.9412	0.8912	0.2465	0.7532	0.7886	0.3231	0.8006	0.8045	0.3458	0.7991	0.8211	0.7709	0.8169	0.6872	0.7274	0.8333	0.8693
0.4164	71.0	35500	0.3412	0.7612	0.9365	0.8922	0.1539	0.7533	0.7865	0.3204	0.7966	0.801	0.2917	0.7934	0.8223	0.7756	0.8202	0.6792	0.72	0.8289	0.863
0.403	72.0	36000	0.3284	0.7728	0.9476	0.8902	0.1302	0.7622	0.7966	0.325	0.8076	0.8099	0.2736	0.8	0.8286	0.7776	0.8181	0.6971	0.7368	0.8438	0.8747
0.3609	73.0	36500	0.3294	0.7637	0.9489	0.89	0.2091	0.7552	0.7887	0.3209	0.8006	0.8035	0.2875	0.7958	0.8287	0.7743	0.8141	0.6813	0.7263	0.8354	0.8702
0.5105	74.0	37000	0.3394	0.7624	0.9427	0.8916	0.2572	0.7482	0.7855	0.3218	0.8002	0.8023	0.3444	0.7914	0.8232	0.7715	0.8121	0.6815	0.7232	0.8341	0.8717
0.6515	75.0	37500	0.3499	0.7502	0.9314	0.8928	0.2575	0.746	0.7566	0.3176	0.7881	0.7907	0.3042	0.787	0.7984	0.7466	0.7935	0.6826	0.7242	0.8213	0.8542
0.4555	76.0	38000	0.3373	0.7616	0.9381	0.8959	0.1457	0.7485	0.7836	0.3239	0.7999	0.803	0.2069	0.7923	0.8227	0.7674	0.8085	0.6834	0.7337	0.834	0.8669
0.3485	77.0	38500	0.3352	0.7615	0.9427	0.8978	0.2851	0.7522	0.7733	0.3234	0.8016	0.8041	0.325	0.7968	0.8129	0.7631	0.8101	0.685	0.7337	0.8365	0.8687
0.3587	78.0	39000	0.3461	0.7597	0.9494	0.8958	0.2878	0.749	0.7867	0.3187	0.7974	0.8002	0.3375	0.7913	0.8198	0.7504	0.794	0.6912	0.7358	0.8375	0.8708
0.3367	79.0	39500	0.3436	0.7621	0.9427	0.8896	0.2702	0.7507	0.7792	0.3251	0.7975	0.8016	0.3944	0.794	0.8105	0.7562	0.798	0.7054	0.7463	0.8246	0.8605
0.3801	80.0	40000	0.3441	0.7589	0.9455	0.8992	0.2149	0.7475	0.779	0.3191	0.7943	0.7974	0.3319	0.788	0.8175	0.7551	0.7935	0.6854	0.7274	0.836	0.8714
0.3428	81.0	40500	0.3205	0.7721	0.9512	0.8923	0.2591	0.7598	0.7885	0.3272	0.8124	0.8165	0.4194	0.8055	0.8279	0.7651	0.8121	0.7035	0.7579	0.8477	0.8795
0.4288	82.0	41000	0.3386	0.7599	0.9442	0.8905	0.2776	0.7494	0.7804	0.3206	0.8012	0.8039	0.3292	0.7937	0.8175	0.7578	0.8012	0.6852	0.74	0.8369	0.8705
0.4539	83.0	41500	0.3316	0.7721	0.9488	0.9017	0.2794	0.7616	0.7927	0.325	0.8078	0.811	0.3653	0.8016	0.8252	0.7731	0.8137	0.7055	0.7484	0.8376	0.8708
0.4158	84.0	42000	0.3345	0.7676	0.9458	0.8937	0.2775	0.7582	0.7787	0.3238	0.8063	0.8095	0.3292	0.7991	0.8183	0.7683	0.8133	0.6969	0.7442	0.8376	0.8711
0.4224	85.0	42500	0.3407	0.7706	0.9461	0.9014	0.2233	0.7642	0.7863	0.3265	0.8048	0.8095	0.2667	0.804	0.8204	0.7653	0.8113	0.7094	0.7474	0.837	0.8699
0.3439	86.0	43000	0.3385	0.7685	0.9516	0.8996	0.2689	0.7649	0.777	0.3275	0.806	0.8098	0.3167	0.8051	0.8161	0.7562	0.8004	0.7077	0.7558	0.8414	0.8732
0.3483	87.0	43500	0.3165	0.7836	0.9498	0.9039	0.2278	0.7832	0.797	0.3325	0.815	0.8192	0.3028	0.8178	0.8328	0.7771	0.819	0.7286	0.7611	0.845	0.8777
0.5253	88.0	44000	0.3120	0.7843	0.9559	0.918	0.2194	0.7764	0.8012	0.3336	0.82	0.8236	0.3931	0.8153	0.8335	0.7689	0.8169	0.7314	0.7684	0.8527	0.8855
0.3953	89.0	44500	0.3341	0.7739	0.9514	0.9124	0.2586	0.7675	0.7808	0.3277	0.8086	0.8121	0.3917	0.8042	0.8181	0.7658	0.8044	0.7069	0.7516	0.8489	0.8804
0.3813	90.0	45000	0.3128	0.7878	0.9479	0.9026	0.2493	0.7815	0.8061	0.3305	0.8198	0.8239	0.3569	0.817	0.8422	0.7859	0.8315	0.719	0.7495	0.8585	0.8907
0.4071	91.0	45500	0.3136	0.7806	0.95	0.9138	0.2509	0.7757	0.7935	0.3296	0.8204	0.8226	0.3736	0.8172	0.8341	0.7747	0.8218	0.7165	0.7632	0.8505	0.8828
0.2818	92.0	46000	0.3106	0.7856	0.9452	0.9137	0.2494	0.781	0.7984	0.3308	0.8207	0.8241	0.3097	0.8192	0.8352	0.7843	0.8298	0.7207	0.7558	0.8518	0.8867
0.4456	93.0	46500	0.3185	0.7745	0.9492	0.9028	0.2588	0.7734	0.7772	0.3278	0.8113	0.8152	0.3111	0.8122	0.8164	0.7647	0.8141	0.7148	0.7505	0.8441	0.881
0.3401	94.0	47000	0.3182	0.7793	0.948	0.9154	0.2493	0.7752	0.7902	0.3286	0.8171	0.8202	0.2889	0.8178	0.8328	0.7733	0.8214	0.7157	0.7568	0.8489	0.8825
0.4676	95.0	47500	0.3151	0.7779	0.9452	0.9112	0.2873	0.7781	0.7884	0.3285	0.8133	0.8179	0.3222	0.8158	0.8288	0.7774	0.8222	0.7067	0.7463	0.8496	0.8852
0.3521	96.0	48000	0.3066	0.7766	0.9432	0.9063	0.2183	0.7709	0.7952	0.3272	0.8131	0.8162	0.2875	0.8059	0.8375	0.7837	0.8298	0.6937	0.7347	0.8522	0.884
0.441	97.0	48500	0.3254	0.772	0.9516	0.9019	0.2356	0.7668	0.7752	0.3235	0.8091	0.8123	0.3167	0.8031	0.8168	0.7692	0.8129	0.6997	0.7432	0.847	0.8807
0.427	98.0	49000	0.3106	0.7836	0.9527	0.9099	0.2817	0.7824	0.7784	0.3307	0.8202	0.8244	0.3611	0.8203	0.8181	0.7819	0.8254	0.7195	0.7621	0.8492	0.8855
0.4111	99.0	49500	0.3173	0.7738	0.9507	0.9078	0.2385	0.7695	0.7834	0.3245	0.815	0.8176	0.3264	0.8128	0.8225	0.7634	0.8169	0.7003	0.7474	0.8576	0.8886
0.3262	100.0	50000	0.3151	0.7825	0.9484	0.9102	0.2957	0.7775	0.7945	0.3288	0.8209	0.8241	0.3569	0.8189	0.8343	0.7853	0.8302	0.7066	0.7547	0.8555	0.8873
0.3494	101.0	50500	0.3024	0.7894	0.9502	0.9134	0.279	0.7801	0.7959	0.3354	0.8259	0.8289	0.3361	0.8214	0.8357	0.7921	0.8339	0.7235	0.7674	0.8526	0.8855
0.3275	102.0	51000	0.3043	0.7942	0.9492	0.9154	0.2618	0.7902	0.7998	0.3333	0.8301	0.8332	0.3431	0.8305	0.8369	0.7993	0.8375	0.7259	0.7716	0.8575	0.8907
0.4047	103.0	51500	0.3139	0.7821	0.9471	0.9041	0.2531	0.7759	0.795	0.3333	0.8192	0.8222	0.2972	0.8194	0.8308	0.7777	0.8218	0.7181	0.7632	0.8505	0.8816
0.4509	104.0	52000	0.3037	0.7874	0.949	0.9044	0.2873	0.7813	0.7962	0.3325	0.8244	0.8273	0.3444	0.8217	0.8364	0.782	0.8266	0.7222	0.7674	0.858	0.888
0.3733	105.0	52500	0.3045	0.7915	0.9505	0.9118	0.2813	0.79	0.7988	0.3367	0.8271	0.8304	0.3056	0.8302	0.839	0.7838	0.8306	0.7349	0.7737	0.8558	0.8867
0.288	106.0	53000	0.2985	0.7987	0.9451	0.9103	0.2556	0.7955	0.8187	0.337	0.831	0.8342	0.3	0.8316	0.8528	0.7983	0.8399	0.734	0.7695	0.8638	0.8931
0.3548	107.0	53500	0.3132	0.7894	0.9507	0.9072	0.2922	0.7839	0.8013	0.3329	0.8252	0.8278	0.3514	0.8205	0.8403	0.7828	0.8262	0.7297	0.7716	0.8555	0.8855
0.3726	108.0	54000	0.3111	0.7878	0.9497	0.9134	0.2736	0.7799	0.8137	0.3319	0.824	0.8265	0.3292	0.8182	0.8511	0.7879	0.8306	0.7213	0.7653	0.8541	0.8837
0.3411	109.0	54500	0.3119	0.7887	0.9531	0.9073	0.2727	0.7778	0.8099	0.3322	0.8222	0.8263	0.3389	0.8172	0.8445	0.7819	0.8238	0.7242	0.7684	0.86	0.8867
0.363	110.0	55000	0.3108	0.7899	0.9503	0.9081	0.2949	0.7863	0.7952	0.3326	0.8236	0.8266	0.3139	0.8226	0.8333	0.787	0.8274	0.7217	0.7632	0.8611	0.8892
0.4096	111.0	55500	0.3072	0.7927	0.954	0.9121	0.2848	0.7876	0.8045	0.3324	0.828	0.8316	0.3778	0.825	0.8429	0.7853	0.8315	0.7351	0.7768	0.8576	0.8864
0.3111	112.0	56000	0.3106	0.7929	0.9505	0.9022	0.2749	0.7829	0.8123	0.3332	0.8266	0.83	0.3153	0.8215	0.8478	0.7885	0.8323	0.7335	0.7726	0.8569	0.8852
0.3804	113.0	56500	0.3035	0.793	0.951	0.903	0.2734	0.7889	0.8084	0.3332	0.8285	0.8312	0.3097	0.8258	0.8445	0.7988	0.8399	0.7244	0.7663	0.8557	0.8873
0.3715	114.0	57000	0.2993	0.7932	0.9514	0.9094	0.2774	0.7894	0.8044	0.3333	0.8286	0.832	0.3347	0.8274	0.8413	0.7915	0.8351	0.7269	0.7705	0.8612	0.8904
0.315	115.0	57500	0.3028	0.7944	0.9507	0.9133	0.3015	0.7909	0.8033	0.3332	0.8294	0.8331	0.35	0.8299	0.8387	0.7897	0.8347	0.7335	0.7737	0.8601	0.891
0.4886	116.0	58000	0.3074	0.7883	0.9457	0.911	0.2345	0.7885	0.8051	0.3317	0.8214	0.8246	0.2625	0.8256	0.8396	0.791	0.8339	0.7182	0.7526	0.8556	0.8873
0.3763	117.0	58500	0.3135	0.7852	0.9475	0.9057	0.2393	0.7799	0.7995	0.3305	0.8187	0.8227	0.2958	0.8182	0.8352	0.7903	0.8351	0.7145	0.7505	0.8508	0.8825
0.3792	118.0	59000	0.3029	0.7906	0.9472	0.9091	0.236	0.7894	0.8025	0.3328	0.8241	0.8274	0.2667	0.8263	0.8388	0.7917	0.8351	0.7151	0.7526	0.8651	0.8946
0.3545	119.0	59500	0.3043	0.7888	0.9476	0.905	0.2429	0.7832	0.8063	0.3315	0.8241	0.8266	0.2833	0.8223	0.8427	0.7975	0.8435	0.712	0.7495	0.8568	0.8867
0.3975	120.0	60000	0.3022	0.7916	0.951	0.9125	0.2702	0.7858	0.8034	0.3329	0.8243	0.8268	0.2903	0.8232	0.8369	0.791	0.8335	0.7232	0.7558	0.8606	0.8913
0.4769	121.0	60500	0.3009	0.7946	0.9509	0.9107	0.2788	0.7918	0.8015	0.3354	0.8296	0.8321	0.3167	0.8309	0.8374	0.7921	0.8355	0.7321	0.7705	0.8596	0.8904
0.4686	122.0	61000	0.3002	0.7971	0.9524	0.9136	0.2965	0.794	0.8077	0.333	0.8305	0.833	0.3181	0.8291	0.8421	0.7987	0.8419	0.7322	0.7663	0.8602	0.8907
0.4104	123.0	61500	0.2997	0.7989	0.9524	0.9122	0.2967	0.795	0.812	0.3339	0.8311	0.8335	0.3167	0.8287	0.8457	0.7924	0.8355	0.7374	0.7705	0.8667	0.8946
0.3751	124.0	62000	0.2945	0.7978	0.9491	0.9101	0.249	0.7961	0.815	0.3351	0.8311	0.8337	0.2764	0.833	0.8499	0.7944	0.8383	0.7298	0.7642	0.8693	0.8985
0.3375	125.0	62500	0.3023	0.7967	0.9547	0.9132	0.2885	0.7933	0.8065	0.3341	0.8292	0.8322	0.3264	0.8286	0.838	0.789	0.8319	0.7339	0.7684	0.867	0.8964
0.4074	126.0	63000	0.2956	0.7958	0.9523	0.912	0.2951	0.7927	0.8071	0.3334	0.8314	0.8343	0.3417	0.8308	0.8451	0.794	0.8379	0.7292	0.7705	0.8642	0.8946
0.3375	127.0	63500	0.2982	0.7952	0.9523	0.9131	0.2948	0.791	0.8101	0.3314	0.8292	0.832	0.3236	0.8274	0.8482	0.7976	0.8387	0.7282	0.7642	0.8599	0.8931
0.3425	128.0	64000	0.2963	0.7983	0.9523	0.9082	0.293	0.7948	0.8129	0.3354	0.8324	0.8349	0.3278	0.8305	0.8505	0.798	0.8403	0.7353	0.7695	0.8616	0.8949
0.35	129.0	64500	0.2941	0.8	0.9514	0.9128	0.2972	0.7994	0.808	0.3364	0.8336	0.8364	0.3208	0.8348	0.8432	0.797	0.8391	0.7404	0.7768	0.8626	0.8934
0.3261	130.0	65000	0.3002	0.7943	0.9528	0.9095	0.2825	0.7902	0.808	0.3329	0.8279	0.8304	0.3083	0.8253	0.8435	0.7902	0.8331	0.7315	0.7674	0.8612	0.8907
0.4025	131.0	65500	0.3037	0.7935	0.9527	0.9092	0.2759	0.7905	0.8061	0.3325	0.8271	0.8296	0.3111	0.8254	0.8414	0.788	0.831	0.7327	0.7674	0.8597	0.8904
0.3304	132.0	66000	0.3004	0.7944	0.9528	0.9092	0.2841	0.7916	0.8062	0.333	0.8286	0.831	0.3125	0.8269	0.8432	0.7906	0.8335	0.7334	0.7695	0.8593	0.8901
0.326	133.0	66500	0.3042	0.793	0.9524	0.9089	0.2888	0.7906	0.8047	0.3326	0.8277	0.8299	0.3153	0.8267	0.8416	0.79	0.8343	0.7297	0.7663	0.8592	0.8892
0.4304	134.0	67000	0.2998	0.7951	0.9526	0.9123	0.301	0.7935	0.8057	0.3326	0.8297	0.8323	0.325	0.8302	0.8413	0.792	0.8355	0.7337	0.7695	0.8596	0.8919
0.4094	135.0	67500	0.2979	0.7998	0.9523	0.9088	0.2886	0.7976	0.8168	0.3363	0.834	0.8363	0.3111	0.8334	0.8508	0.7984	0.8403	0.7398	0.7758	0.8612	0.8928
0.3193	136.0	68000	0.2979	0.8006	0.9524	0.9121	0.2949	0.7985	0.8127	0.336	0.8353	0.8375	0.3319	0.8342	0.8505	0.7964	0.8411	0.7401	0.7768	0.8653	0.8946
0.3215	137.0	68500	0.3002	0.7984	0.9525	0.9122	0.3018	0.7963	0.8109	0.3338	0.8318	0.8341	0.3319	0.8317	0.845	0.7942	0.8379	0.7363	0.7695	0.8647	0.8949
0.322	138.0	69000	0.2994	0.798	0.9527	0.9091	0.2887	0.7956	0.812	0.3338	0.833	0.8354	0.3111	0.8324	0.8465	0.7984	0.8399	0.7376	0.7758	0.858	0.8904
0.3981	139.0	69500	0.2985	0.7989	0.9523	0.9084	0.2801	0.7977	0.8097	0.3344	0.8343	0.8366	0.3028	0.8342	0.8495	0.7985	0.8415	0.7375	0.7768	0.8607	0.8916
0.469	140.0	70000	0.2960	0.8016	0.9527	0.9114	0.2883	0.7992	0.8189	0.3356	0.8366	0.839	0.3153	0.8366	0.8534	0.7998	0.8435	0.7423	0.78	0.8628	0.8934
0.4151	141.0	70500	0.2954	0.8013	0.9528	0.9128	0.2854	0.7992	0.8181	0.3355	0.8359	0.8383	0.3069	0.8357	0.8508	0.7995	0.8427	0.7412	0.7789	0.8631	0.8931
0.3491	142.0	71000	0.2968	0.8001	0.9528	0.9125	0.2965	0.7979	0.815	0.335	0.8354	0.8376	0.3236	0.835	0.8509	0.797	0.8403	0.7405	0.7789	0.863	0.8937
0.304	143.0	71500	0.2961	0.7991	0.9528	0.9124	0.2946	0.7979	0.8118	0.3336	0.8339	0.8361	0.3236	0.8345	0.845	0.7976	0.8415	0.7384	0.7747	0.8613	0.8922
0.3747	144.0	72000	0.2962	0.7982	0.9528	0.9117	0.2883	0.7975	0.8091	0.3341	0.8334	0.8357	0.3111	0.8339	0.8454	0.7965	0.8395	0.7362	0.7747	0.862	0.8928
0.3139	145.0	72500	0.2960	0.7988	0.9528	0.9124	0.2801	0.7966	0.8122	0.3341	0.8333	0.8357	0.3028	0.8336	0.8475	0.7949	0.8379	0.7382	0.7758	0.8632	0.8934
0.5324	146.0	73000	0.2956	0.7999	0.9529	0.9125	0.2883	0.798	0.8148	0.3348	0.8352	0.8376	0.3111	0.8357	0.8502	0.796	0.8399	0.7405	0.7789	0.8633	0.894
0.3885	147.0	73500	0.2958	0.7996	0.9529	0.9125	0.2883	0.7979	0.8126	0.3344	0.834	0.8363	0.3111	0.8348	0.8457	0.796	0.8395	0.7392	0.7758	0.8637	0.8937
0.3726	148.0	74000	0.2959	0.7997	0.9529	0.9125	0.2883	0.7977	0.8126	0.3344	0.8339	0.8362	0.3111	0.8343	0.8457	0.7961	0.8395	0.7392	0.7758	0.8637	0.8934
0.4201	149.0	74500	0.2959	0.7997	0.9529	0.9125	0.2883	0.7977	0.8126	0.3344	0.8339	0.8362	0.3111	0.8343	0.8457	0.7961	0.8395	0.7392	0.7758	0.8637	0.8934
0.3823	150.0	75000	0.2959	0.7997	0.9529	0.9125	0.2883	0.7977	0.8126	0.3344	0.8339	0.8362	0.3111	0.8343	0.8457	0.7961	0.8395	0.7392	0.7758	0.8637	0.8934

Framework versions

• Transformers 4.46.2
• Pytorch 2.5.0+cu121
• Datasets 2.19.2
• Tokenizers 0.20.3