chickens-composite-02020202020-150-epochs-wo-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: 0.3002
• Map: 0.8045
• Map 50: 0.9501
• Map 75: 0.9065
• Map Small: 0.2866
• Map Medium: 0.7969
• Map Large: 0.7881
• Mar 1: 0.3575
• Mar 10: 0.8442
• Mar 100: 0.8477
• Mar Small: 0.331
• Mar Medium: 0.8432
• Mar Large: 0.8218
• Map Chicken: 0.7828
• Mar 100 Chicken: 0.8381
• Map Duck: 0.756
• Mar 100 Duck: 0.8011
• Map Plant: 0.8746
• Mar 100 Plant: 0.9038

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 Chicken	Map Duck	Map Large	Map Medium	Map Plant	Map Small	Mar 1	Mar 10	Mar 100	Mar 100 Chicken	Mar 100 Duck	Mar 100 Plant	Mar Large	Mar Medium	Mar Small
1.5433	1.0	500	1.4439	0.1424	0.2118	0.1634	0.0535	0.0	0.1983	0.0664	0.3736	0.0226	0.0883	0.2591	0.3216	0.2573	0.0	0.7074	0.3206	0.2916	0.0833
1.1879	2.0	1000	1.0695	0.2704	0.3719	0.3153	0.186	0.0	0.3064	0.1835	0.6253	0.0209	0.1222	0.4049	0.4745	0.654	0.0	0.7695	0.4804	0.4347	0.1155
1.2151	3.0	1500	1.0853	0.3175	0.4534	0.3765	0.2889	0.0	0.3149	0.269	0.6636	0.0068	0.1255	0.4281	0.4458	0.6088	0.0	0.7287	0.4399	0.4158	0.0238
0.9586	4.0	2000	1.1220	0.3223	0.4774	0.3739	0.3264	0.0	0.3385	0.2769	0.6404	0.0113	0.1239	0.4238	0.4328	0.5962	0.0	0.7021	0.4443	0.4021	0.0381
0.8535	5.0	2500	0.7944	0.3542	0.5066	0.421	0.3793	0.0	0.3752	0.306	0.6832	0.0336	0.1366	0.4696	0.4791	0.705	0.0	0.7322	0.5019	0.4416	0.0976
0.7929	6.0	3000	0.6761	0.3885	0.523	0.4561	0.4218	0.0	0.4001	0.3461	0.7438	0.0331	0.1422	0.502	0.5106	0.7368	0.0	0.795	0.5306	0.4765	0.0631
0.7237	7.0	3500	0.6439	0.4179	0.5709	0.4995	0.5084	0.0	0.4351	0.378	0.7453	0.1256	0.1505	0.5	0.507	0.7238	0.0	0.797	0.5195	0.4725	0.1667
0.746	8.0	4000	0.6252	0.4436	0.6016	0.5232	0.5273	0.0559	0.436	0.4049	0.7475	0.088	0.1617	0.5187	0.5239	0.7188	0.0538	0.7991	0.5176	0.4907	0.1798
0.6276	9.0	4500	0.6334	0.538	0.756	0.6543	0.5593	0.3244	0.4947	0.5153	0.7301	0.12	0.2214	0.6007	0.6027	0.682	0.3505	0.7754	0.547	0.5887	0.1905
0.665	10.0	5000	0.5830	0.5456	0.801	0.6166	0.547	0.3706	0.527	0.5291	0.7192	0.1414	0.2416	0.619	0.622	0.6715	0.4187	0.7757	0.5859	0.6061	0.2226
0.6302	11.0	5500	0.5229	0.6375	0.8566	0.7753	0.6493	0.5039	0.6151	0.6127	0.7594	0.1425	0.2873	0.6888	0.6909	0.7289	0.544	0.8	0.6521	0.6764	0.2083
0.4839	12.0	6000	0.5044	0.6421	0.8715	0.7866	0.6311	0.5108	0.6277	0.6212	0.7844	0.1109	0.288	0.6971	0.6994	0.7046	0.5637	0.8299	0.6733	0.6832	0.1679
0.578	13.0	6500	0.4924	0.6527	0.8762	0.7858	0.6574	0.5284	0.6514	0.6299	0.7723	0.0973	0.295	0.7093	0.7119	0.7268	0.589	0.8198	0.7014	0.6921	0.1024
0.4601	14.0	7000	0.4605	0.6773	0.9022	0.8281	0.6697	0.5782	0.675	0.6554	0.784	0.1184	0.3064	0.7322	0.7334	0.7322	0.6418	0.8263	0.7172	0.7142	0.144
0.528	15.0	7500	0.4341	0.693	0.9056	0.84	0.6996	0.5918	0.7243	0.6557	0.7875	0.1591	0.3181	0.7515	0.7541	0.7619	0.6736	0.8266	0.7655	0.7223	0.2298
0.4692	16.0	8000	0.4386	0.6883	0.9219	0.8197	0.6887	0.5856	0.7176	0.6483	0.7904	0.1065	0.3127	0.7451	0.7477	0.746	0.6681	0.829	0.7586	0.7186	0.1607
0.4285	17.0	8500	0.4230	0.6912	0.916	0.8388	0.6936	0.5983	0.702	0.664	0.7817	0.1776	0.3171	0.7442	0.746	0.7561	0.6637	0.8183	0.742	0.7288	0.2167
0.4812	18.0	9000	0.4115	0.7061	0.9261	0.8571	0.6799	0.6338	0.6832	0.6887	0.8045	0.205	0.3214	0.757	0.7591	0.7397	0.6945	0.8429	0.7254	0.7497	0.2488
0.4333	19.0	9500	0.4013	0.7119	0.9328	0.8514	0.7044	0.6334	0.7176	0.6895	0.798	0.1156	0.3229	0.7644	0.7665	0.7623	0.7	0.8373	0.7541	0.7514	0.1881
0.4147	20.0	10000	0.4035	0.7087	0.9166	0.86	0.6923	0.6323	0.7291	0.6814	0.8017	0.2092	0.3244	0.7598	0.7625	0.7477	0.7	0.8399	0.7656	0.7406	0.3119
0.4404	21.0	10500	0.4038	0.7024	0.9252	0.8475	0.6986	0.6154	0.7196	0.6702	0.7931	0.1405	0.3222	0.7561	0.7582	0.7598	0.6802	0.8346	0.7569	0.7315	0.2321
0.4717	22.0	11000	0.3903	0.7085	0.9194	0.8491	0.7167	0.6029	0.6919	0.6836	0.8059	0.1412	0.3187	0.7584	0.7616	0.7736	0.6681	0.8429	0.7277	0.7483	0.2036
0.4235	23.0	11500	0.3880	0.724	0.9318	0.862	0.7178	0.646	0.731	0.7008	0.8081	0.19	0.3266	0.7723	0.7746	0.7741	0.7055	0.8444	0.7715	0.7558	0.2262
0.5037	24.0	12000	0.4196	0.7127	0.911	0.849	0.7179	0.6236	0.7035	0.6933	0.7966	0.2335	0.3227	0.7598	0.7621	0.7674	0.678	0.8408	0.7417	0.7488	0.2524
0.4372	25.0	12500	0.3617	0.7404	0.935	0.8782	0.7325	0.6685	0.7287	0.7236	0.8204	0.178	0.3305	0.787	0.79	0.7866	0.7286	0.8547	0.7676	0.78	0.2429
0.4006	26.0	13000	0.3816	0.731	0.9129	0.8659	0.7333	0.6392	0.7193	0.7066	0.8204	0.2115	0.3264	0.7762	0.7787	0.7925	0.6912	0.8524	0.7518	0.7619	0.2798
0.393	27.0	13500	0.4004	0.7101	0.9118	0.8549	0.7183	0.6108	0.685	0.6936	0.8013	0.2258	0.3213	0.7609	0.7653	0.7816	0.6747	0.8396	0.7235	0.7511	0.3643
0.3427	28.0	14000	0.3796	0.7374	0.9264	0.8842	0.7293	0.6712	0.7415	0.7129	0.8116	0.1027	0.3332	0.7831	0.7878	0.7845	0.7275	0.8515	0.7783	0.7707	0.2333
0.3568	29.0	14500	0.3838	0.7398	0.9342	0.8798	0.7243	0.677	0.7407	0.7179	0.8179	0.1837	0.3315	0.7839	0.7872	0.7808	0.7286	0.8524	0.7724	0.7774	0.2726
0.3688	30.0	15000	0.3541	0.7449	0.9338	0.8753	0.7283	0.667	0.7467	0.7257	0.8394	0.2352	0.3356	0.7976	0.8011	0.7921	0.7385	0.8728	0.7891	0.789	0.3524
0.3239	31.0	15500	0.3797	0.7264	0.9278	0.8572	0.7022	0.6517	0.6941	0.7194	0.8253	0.1943	0.3267	0.7758	0.7787	0.7628	0.7143	0.8592	0.7362	0.7788	0.2774
0.3569	32.0	16000	0.3646	0.7503	0.9375	0.8733	0.7383	0.6742	0.7447	0.7358	0.8384	0.2461	0.3367	0.8003	0.804	0.7937	0.7462	0.8722	0.7862	0.7932	0.3369
0.3728	33.0	16500	0.3427	0.7504	0.9246	0.8818	0.7421	0.6712	0.7587	0.7338	0.8377	0.1733	0.3429	0.7966	0.8003	0.7975	0.733	0.8704	0.7875	0.7916	0.3595
0.3339	34.0	17000	0.3636	0.7424	0.9326	0.8767	0.7235	0.6793	0.7492	0.7216	0.8245	0.2328	0.3354	0.7919	0.7963	0.782	0.7451	0.8618	0.79	0.7822	0.3512
0.3418	35.0	17500	0.3566	0.7392	0.937	0.8777	0.7253	0.6703	0.7442	0.7165	0.8221	0.1854	0.3313	0.7894	0.7939	0.7854	0.7319	0.8645	0.7897	0.7772	0.306
0.3315	36.0	18000	0.3576	0.7394	0.9315	0.89	0.7439	0.6524	0.7427	0.7183	0.822	0.304	0.3336	0.7905	0.7937	0.7979	0.7209	0.8624	0.784	0.7777	0.3857
0.3434	37.0	18500	0.3463	0.75	0.9429	0.8802	0.7275	0.6974	0.7521	0.7308	0.8252	0.2276	0.3424	0.8005	0.8032	0.7841	0.7615	0.8639	0.7914	0.7873	0.35
0.3343	38.0	19000	0.3435	0.742	0.9221	0.8714	0.752	0.6496	0.7322	0.7306	0.8245	0.2932	0.3369	0.7918	0.7963	0.805	0.7198	0.8642	0.7745	0.7896	0.3631
0.3207	39.0	19500	0.3481	0.744	0.9242	0.8608	0.732	0.665	0.7186	0.7348	0.835	0.1829	0.3371	0.7979	0.8003	0.7962	0.733	0.8716	0.7629	0.7952	0.2417
0.346	40.0	20000	0.3577	0.7471	0.9247	0.8751	0.756	0.6544	0.7399	0.7354	0.8309	0.3008	0.34	0.7975	0.7997	0.8071	0.7253	0.8666	0.7823	0.7898	0.3429
0.3121	41.0	20500	0.3381	0.7548	0.9274	0.8829	0.7508	0.6698	0.7399	0.7395	0.8438	0.2959	0.3404	0.8018	0.8056	0.8071	0.7308	0.879	0.7783	0.7937	0.3964
0.3101	42.0	21000	0.3581	0.7479	0.9365	0.8895	0.7421	0.6693	0.7475	0.728	0.8323	0.286	0.3371	0.7952	0.7974	0.7912	0.7319	0.8692	0.7871	0.7837	0.3286
0.3322	43.0	21500	0.3496	0.7558	0.9344	0.8773	0.7651	0.6714	0.7579	0.7372	0.8309	0.2599	0.3381	0.8043	0.8087	0.8151	0.7407	0.8704	0.801	0.7949	0.3429
0.4227	44.0	22000	0.3609	0.7485	0.9355	0.8857	0.7403	0.6948	0.7519	0.7351	0.8103	0.3153	0.3399	0.7983	0.8024	0.7958	0.7538	0.8574	0.7955	0.7938	0.3869
0.3777	45.0	22500	0.3806	0.73	0.9205	0.8762	0.7211	0.6575	0.6998	0.7302	0.8115	0.2667	0.3261	0.7802	0.7837	0.7824	0.711	0.8577	0.7479	0.7813	0.3548
0.3513	46.0	23000	0.3688	0.7398	0.9301	0.8685	0.7349	0.6666	0.7436	0.7279	0.8181	0.1918	0.3361	0.7903	0.7937	0.79	0.7297	0.8615	0.7845	0.7853	0.275
0.3247	47.0	23500	0.3789	0.7222	0.9251	0.8701	0.704	0.628	0.7144	0.7112	0.8346	0.2434	0.3256	0.7734	0.7766	0.7674	0.6901	0.8722	0.7583	0.7641	0.3143
0.3788	48.0	24000	0.3830	0.7272	0.9288	0.8678	0.7065	0.6535	0.7169	0.7163	0.8216	0.2011	0.3296	0.7821	0.7845	0.772	0.7198	0.8618	0.7702	0.7744	0.2286
0.2994	49.0	24500	0.3435	0.758	0.9418	0.8827	0.7422	0.7014	0.7461	0.7403	0.8303	0.2473	0.3404	0.8034	0.8072	0.7921	0.756	0.8734	0.7855	0.7984	0.3
0.3535	50.0	25000	0.3532	0.7484	0.9415	0.8746	0.727	0.6762	0.7407	0.7321	0.8419	0.284	0.3354	0.7983	0.8025	0.7916	0.733	0.8828	0.7821	0.7932	0.3464
0.2641	51.0	25500	0.3483	0.7608	0.937	0.8809	0.7508	0.69	0.7486	0.7497	0.8414	0.2486	0.3446	0.8062	0.8096	0.8013	0.7484	0.8793	0.7924	0.8036	0.2917
0.3154	52.0	26000	0.3635	0.7383	0.9185	0.88	0.7406	0.6416	0.6931	0.7368	0.8328	0.287	0.3288	0.7815	0.7853	0.8017	0.6846	0.8695	0.7296	0.7842	0.3393
0.2867	53.0	26500	0.3616	0.7577	0.9422	0.8912	0.7418	0.7055	0.7468	0.748	0.8259	0.2801	0.3396	0.8042	0.8075	0.7962	0.7615	0.8648	0.7955	0.8036	0.3095
0.2801	54.0	27000	0.3426	0.7598	0.9402	0.8879	0.7551	0.6939	0.7498	0.7393	0.8303	0.1811	0.3391	0.8044	0.8078	0.8142	0.7418	0.8675	0.7968	0.7923	0.2976
0.3072	55.0	27500	0.3435	0.7648	0.9431	0.8925	0.7451	0.7146	0.7656	0.7385	0.8348	0.264	0.3409	0.8102	0.814	0.8054	0.7648	0.8716	0.8123	0.7969	0.3476
0.3089	56.0	28000	0.3334	0.7728	0.9385	0.9089	0.7564	0.7163	0.7751	0.76	0.8457	0.2881	0.3457	0.8178	0.8226	0.8075	0.7736	0.8867	0.8172	0.8157	0.3369
0.3144	57.0	28500	0.3425	0.769	0.9404	0.9009	0.7671	0.6985	0.7677	0.75	0.8415	0.2612	0.344	0.8157	0.8205	0.8264	0.7549	0.8802	0.8177	0.8026	0.369
0.2709	58.0	29000	0.3556	0.7552	0.9445	0.8971	0.7262	0.6976	0.7494	0.7374	0.8418	0.2443	0.3349	0.8056	0.8088	0.7858	0.7593	0.8814	0.7994	0.7936	0.344
0.3058	59.0	29500	0.3646	0.7534	0.9373	0.9012	0.7405	0.6912	0.7465	0.7287	0.8286	0.243	0.3353	0.7986	0.8025	0.7962	0.7484	0.863	0.7877	0.7821	0.3452
0.2852	60.0	30000	0.3423	0.763	0.9314	0.8899	0.7611	0.6874	0.734	0.7494	0.8406	0.2066	0.3417	0.8097	0.813	0.8155	0.7462	0.8775	0.7837	0.8021	0.2952
0.2663	61.0	30500	0.3398	0.7715	0.9415	0.904	0.7526	0.7158	0.7485	0.7596	0.8462	0.2175	0.3458	0.8176	0.821	0.8008	0.7813	0.8808	0.7933	0.8135	0.2405
0.2902	62.0	31000	0.3307	0.758	0.9354	0.875	0.7626	0.6731	0.7427	0.7483	0.8383	0.2193	0.3405	0.808	0.8112	0.8146	0.7429	0.876	0.7866	0.8013	0.3119
0.2774	63.0	31500	0.3594	0.7562	0.9397	0.8708	0.2627	0.7365	0.7318	0.3427	0.8048	0.8073	0.3464	0.7941	0.7703	0.7404	0.7921	0.6881	0.7582	0.8401	0.8716
0.3029	64.0	32000	0.3285	0.7706	0.937	0.8835	0.2552	0.7619	0.7267	0.347	0.8175	0.8207	0.3881	0.8175	0.7665	0.752	0.8088	0.7099	0.7714	0.8498	0.882
0.2941	65.0	32500	0.3317	0.7721	0.9444	0.8974	0.1749	0.7553	0.7631	0.3404	0.8166	0.8199	0.269	0.8065	0.8085	0.7593	0.8117	0.7099	0.7659	0.8471	0.882
0.2601	66.0	33000	0.3450	0.7614	0.9386	0.8854	0.2197	0.7406	0.7648	0.3348	0.8035	0.8075	0.35	0.7943	0.8021	0.7452	0.7954	0.6823	0.7374	0.8568	0.8896
0.2925	67.0	33500	0.3345	0.7721	0.945	0.8936	0.2889	0.7554	0.7532	0.3437	0.8183	0.8211	0.394	0.8098	0.7926	0.758	0.8096	0.7008	0.7648	0.8575	0.8888
0.2762	68.0	34000	0.3585	0.7639	0.9246	0.8785	0.2512	0.7592	0.7207	0.337	0.8061	0.809	0.3929	0.8053	0.7558	0.7621	0.8163	0.6877	0.7319	0.842	0.8787
0.2823	69.0	34500	0.3440	0.7706	0.9415	0.8968	0.162	0.7548	0.7594	0.3429	0.8109	0.8137	0.2643	0.799	0.7994	0.7557	0.8096	0.719	0.7593	0.8371	0.8722
0.2657	70.0	35000	0.3297	0.7716	0.9439	0.8877	0.2672	0.7555	0.7621	0.3425	0.8175	0.8211	0.3488	0.8099	0.8005	0.7447	0.8059	0.7217	0.7725	0.8485	0.8849
0.275	71.0	35500	0.3464	0.7689	0.9432	0.8797	0.2713	0.7449	0.7473	0.346	0.8132	0.816	0.381	0.7953	0.7936	0.7501	0.805	0.7128	0.7637	0.8439	0.8793
0.2532	72.0	36000	0.3338	0.7744	0.939	0.9003	0.2674	0.7585	0.7502	0.3421	0.8151	0.8185	0.3464	0.8085	0.7851	0.7536	0.8092	0.7174	0.7604	0.8521	0.8858
0.2514	73.0	36500	0.3411	0.7737	0.9365	0.8919	0.3184	0.7564	0.7582	0.3439	0.8162	0.8186	0.3655	0.8063	0.7953	0.7591	0.8088	0.7153	0.7648	0.8468	0.8822
0.2557	74.0	37000	0.3308	0.7802	0.943	0.9052	0.3367	0.7644	0.7674	0.3438	0.8227	0.8254	0.4202	0.8139	0.7999	0.7655	0.8167	0.7139	0.767	0.8611	0.8923
0.2419	75.0	37500	0.3403	0.7748	0.9436	0.9159	0.1904	0.7585	0.7727	0.3431	0.8156	0.8192	0.2679	0.808	0.8052	0.7488	0.7958	0.7232	0.778	0.8524	0.8837
0.2654	76.0	38000	0.3485	0.7548	0.9316	0.8797	0.3081	0.7413	0.7389	0.338	0.8015	0.8047	0.3571	0.7968	0.7757	0.7521	0.8059	0.6702	0.7308	0.842	0.8775
0.24	77.0	38500	0.3355	0.7754	0.9427	0.9017	0.2493	0.7592	0.7667	0.3458	0.8198	0.8223	0.2917	0.8112	0.805	0.7587	0.8159	0.712	0.7637	0.8554	0.8873
0.2492	78.0	39000	0.3213	0.7925	0.9496	0.902	0.3124	0.7782	0.7797	0.3509	0.834	0.837	0.3774	0.8234	0.8223	0.7833	0.8364	0.7372	0.7835	0.857	0.8911
0.2693	79.0	39500	0.3484	0.7627	0.9349	0.8789	0.2276	0.7386	0.7632	0.3439	0.8091	0.8122	0.2833	0.7908	0.8011	0.7534	0.8067	0.6983	0.756	0.8363	0.874
0.2602	80.0	40000	0.3340	0.7738	0.9274	0.8749	0.3028	0.7676	0.7461	0.3472	0.8159	0.8187	0.3238	0.8149	0.7834	0.7715	0.8234	0.6925	0.7429	0.8575	0.8899
0.2469	81.0	40500	0.3349	0.7796	0.9434	0.8844	0.2177	0.7655	0.7734	0.3472	0.823	0.8263	0.2893	0.8146	0.8172	0.7643	0.8151	0.7241	0.778	0.8506	0.8858
0.2291	82.0	41000	0.3348	0.7788	0.9477	0.9016	0.2208	0.7647	0.7692	0.3446	0.819	0.8231	0.3131	0.8111	0.8118	0.7494	0.8021	0.7289	0.778	0.858	0.8891
0.2422	83.0	41500	0.3250	0.7828	0.9479	0.9009	0.2327	0.7647	0.7781	0.3473	0.8234	0.8266	0.3036	0.8131	0.8146	0.7638	0.8142	0.7259	0.7758	0.8587	0.8896
0.2722	84.0	42000	0.3219	0.78	0.9447	0.8887	0.2144	0.7704	0.7704	0.3515	0.8282	0.8313	0.2857	0.8232	0.8117	0.7587	0.8163	0.7308	0.7901	0.8506	0.8876
0.2537	85.0	42500	0.3292	0.7824	0.9378	0.8982	0.2416	0.7778	0.7604	0.343	0.8207	0.8237	0.2512	0.8206	0.7996	0.7726	0.8197	0.7191	0.7604	0.8555	0.8911
0.2408	86.0	43000	0.3392	0.7767	0.9366	0.8829	0.2707	0.7639	0.7566	0.3443	0.8161	0.8187	0.306	0.8103	0.7921	0.7685	0.8192	0.7064	0.7484	0.8552	0.8885
0.259	87.0	43500	0.3327	0.773	0.9418	0.8915	0.2571	0.7616	0.7594	0.3426	0.8189	0.8212	0.2774	0.8115	0.8076	0.755	0.8063	0.7167	0.7725	0.8473	0.8849
0.2155	88.0	44000	0.3365	0.7792	0.9447	0.9044	0.2575	0.7667	0.765	0.3468	0.823	0.8264	0.2869	0.8171	0.8023	0.7646	0.8163	0.7252	0.7791	0.8478	0.8837
0.2539	89.0	44500	0.3322	0.7795	0.9443	0.8923	0.2167	0.7628	0.7713	0.3439	0.8187	0.8227	0.2774	0.8106	0.8071	0.766	0.8176	0.7228	0.7659	0.8498	0.8846
0.2301	90.0	45000	0.3137	0.7858	0.9445	0.8961	0.228	0.7676	0.7728	0.3507	0.8259	0.8291	0.2643	0.8163	0.8119	0.7758	0.8255	0.7313	0.7769	0.8504	0.8849
0.2377	91.0	45500	0.3259	0.7816	0.9501	0.8876	0.2237	0.7613	0.7764	0.3477	0.8224	0.8249	0.2607	0.8101	0.812	0.7717	0.8184	0.7201	0.7703	0.8529	0.8861
0.2499	92.0	46000	0.3180	0.784	0.9507	0.8973	0.2433	0.7724	0.7663	0.348	0.8237	0.827	0.325	0.8184	0.8062	0.7753	0.8251	0.7221	0.7692	0.8545	0.8867
0.2575	93.0	46500	0.3056	0.7919	0.9452	0.8903	0.319	0.7783	0.7738	0.3519	0.8296	0.8332	0.344	0.8283	0.8055	0.7836	0.8347	0.7279	0.7692	0.8644	0.8956
0.2564	94.0	47000	0.3321	0.7836	0.9456	0.897	0.3027	0.7643	0.7708	0.3478	0.8197	0.8235	0.3512	0.8073	0.8092	0.7711	0.8213	0.7291	0.767	0.8504	0.8822
0.2389	95.0	47500	0.3317	0.7817	0.9396	0.8882	0.3276	0.7653	0.7544	0.3449	0.8198	0.8221	0.3857	0.8102	0.787	0.7735	0.8276	0.7093	0.7484	0.8624	0.8902
0.239	96.0	48000	0.3265	0.7897	0.945	0.894	0.2819	0.7779	0.7744	0.3508	0.8312	0.8336	0.331	0.8237	0.8109	0.7817	0.841	0.7289	0.7714	0.8587	0.8885
0.2333	97.0	48500	0.3178	0.7886	0.9474	0.8944	0.2981	0.772	0.7827	0.3514	0.83	0.8324	0.3464	0.8189	0.8183	0.7863	0.8364	0.7213	0.7725	0.8582	0.8882
0.2367	98.0	49000	0.2983	0.7946	0.954	0.8986	0.2573	0.7826	0.7832	0.3495	0.8364	0.8417	0.3655	0.8321	0.827	0.7863	0.8431	0.7349	0.7879	0.8626	0.8941
0.272	99.0	49500	0.3156	0.795	0.9501	0.9015	0.305	0.7821	0.7845	0.3508	0.8372	0.8402	0.3548	0.8302	0.8235	0.7865	0.8356	0.7279	0.7879	0.8706	0.897
0.233	100.0	50000	0.3199	0.7925	0.946	0.9048	0.2558	0.7794	0.7849	0.3536	0.8355	0.8378	0.2821	0.8273	0.8209	0.7872	0.8339	0.729	0.7879	0.8613	0.8917
0.2121	101.0	50500	0.3041	0.797	0.9526	0.9011	0.2896	0.7875	0.7864	0.3543	0.8381	0.8418	0.3429	0.8355	0.8275	0.785	0.8356	0.7351	0.7912	0.871	0.8985
0.2329	102.0	51000	0.3170	0.794	0.9534	0.9099	0.2068	0.7798	0.7951	0.3558	0.8361	0.8392	0.2833	0.8291	0.8331	0.777	0.8251	0.7501	0.8055	0.855	0.887
0.2267	103.0	51500	0.2948	0.8011	0.9545	0.9075	0.3122	0.789	0.7858	0.3536	0.8408	0.8445	0.3655	0.8362	0.8217	0.7868	0.8368	0.7464	0.7978	0.8701	0.8988
0.2608	104.0	52000	0.2983	0.7986	0.9538	0.8986	0.2755	0.7841	0.7908	0.3541	0.8403	0.8438	0.3619	0.8345	0.8293	0.7869	0.8389	0.7373	0.7923	0.8717	0.9003
0.2311	105.0	52500	0.3141	0.7971	0.9544	0.9108	0.2403	0.7878	0.7848	0.3549	0.8377	0.8418	0.3369	0.8353	0.8212	0.7887	0.8406	0.7411	0.7912	0.8614	0.8935
0.216	106.0	53000	0.3137	0.7985	0.9497	0.8872	0.2314	0.7861	0.7817	0.3553	0.8362	0.8404	0.3107	0.8347	0.8151	0.7861	0.8351	0.7397	0.789	0.8698	0.897
0.2478	107.0	53500	0.3097	0.7924	0.9494	0.9009	0.2116	0.7826	0.7808	0.3523	0.8333	0.8364	0.2833	0.8307	0.8168	0.7786	0.8285	0.7407	0.7923	0.8579	0.8885
0.2137	108.0	54000	0.3094	0.7924	0.9499	0.9027	0.229	0.7769	0.7855	0.3519	0.8341	0.8378	0.3238	0.8283	0.8194	0.7807	0.8335	0.7331	0.7879	0.8635	0.892
0.2181	109.0	54500	0.3044	0.7997	0.949	0.8936	0.3269	0.787	0.7881	0.354	0.8434	0.8469	0.3929	0.8394	0.825	0.791	0.8435	0.739	0.7967	0.869	0.9006
0.2231	110.0	55000	0.3186	0.7905	0.9498	0.9056	0.3006	0.7712	0.7822	0.3496	0.831	0.834	0.3429	0.821	0.8164	0.7778	0.8293	0.7237	0.7769	0.8701	0.8959
0.2268	111.0	55500	0.3018	0.7964	0.9524	0.9052	0.338	0.7837	0.7824	0.3531	0.8368	0.8404	0.3893	0.8346	0.8176	0.7814	0.8314	0.7392	0.7901	0.8685	0.8997
0.2079	112.0	56000	0.3093	0.7974	0.9467	0.9021	0.3048	0.7865	0.7822	0.3552	0.8386	0.8416	0.3429	0.8345	0.8232	0.7767	0.8301	0.7509	0.7989	0.8645	0.8959
0.2291	113.0	56500	0.3160	0.794	0.9489	0.9069	0.3151	0.7824	0.7782	0.3526	0.8357	0.8391	0.3512	0.8317	0.8139	0.7775	0.8331	0.74	0.789	0.8646	0.8953
0.2563	114.0	57000	0.3148	0.7959	0.949	0.9059	0.3205	0.7849	0.782	0.3528	0.837	0.84	0.3452	0.8335	0.8163	0.7848	0.8368	0.7379	0.7879	0.865	0.8953
0.1982	115.0	57500	0.3036	0.7948	0.9467	0.9025	0.2714	0.7812	0.7866	0.3523	0.836	0.8389	0.3298	0.8305	0.822	0.777	0.8305	0.743	0.7901	0.8644	0.8962
0.214	116.0	58000	0.3049	0.7979	0.9462	0.8906	0.2825	0.7879	0.7893	0.3548	0.84	0.8433	0.3298	0.8379	0.8263	0.7807	0.8347	0.7414	0.7934	0.8715	0.9018
0.225	117.0	58500	0.3092	0.7976	0.9504	0.9051	0.3303	0.7885	0.7864	0.3544	0.8382	0.8415	0.3679	0.8354	0.8202	0.777	0.8314	0.746	0.7934	0.8697	0.8997
0.2304	118.0	59000	0.3006	0.7997	0.9478	0.9027	0.2938	0.7904	0.7889	0.3551	0.8405	0.8442	0.3405	0.8365	0.8264	0.7762	0.8331	0.7514	0.8	0.8717	0.8994
0.2193	119.0	59500	0.3021	0.8	0.9467	0.911	0.2867	0.7901	0.7883	0.353	0.8405	0.8441	0.331	0.8392	0.8243	0.7783	0.8335	0.7423	0.7934	0.8793	0.9053
0.2032	120.0	60000	0.3083	0.8018	0.9474	0.9037	0.2596	0.7909	0.7871	0.3563	0.8413	0.8443	0.3048	0.837	0.821	0.7796	0.8322	0.7512	0.7989	0.8748	0.9018
0.2222	121.0	60500	0.3032	0.8024	0.9467	0.8945	0.3091	0.7964	0.786	0.3562	0.8414	0.8448	0.3381	0.8414	0.8227	0.7771	0.831	0.7545	0.8	0.8757	0.9036
0.2057	122.0	61000	0.3038	0.8016	0.9488	0.9039	0.3412	0.7929	0.7844	0.3554	0.8418	0.8457	0.4036	0.8409	0.8216	0.7839	0.8364	0.7474	0.7967	0.8735	0.9038
0.2014	123.0	61500	0.3099	0.8006	0.9466	0.8905	0.3145	0.7875	0.7903	0.3561	0.8413	0.8441	0.3512	0.8372	0.8247	0.7829	0.8343	0.7454	0.7967	0.8734	0.9012
0.2052	124.0	62000	0.3078	0.8017	0.9467	0.9002	0.3081	0.7905	0.7905	0.3572	0.8429	0.8456	0.3464	0.839	0.8242	0.7816	0.8356	0.7525	0.8022	0.871	0.8991
0.2297	125.0	62500	0.3098	0.7987	0.9477	0.9033	0.2972	0.7936	0.7828	0.3555	0.84	0.8433	0.3524	0.8406	0.8186	0.7794	0.836	0.7437	0.7934	0.873	0.9006
0.2139	126.0	63000	0.3029	0.8024	0.9471	0.8978	0.3109	0.7924	0.7864	0.3567	0.8417	0.8446	0.3524	0.8374	0.8249	0.7833	0.8385	0.7542	0.7967	0.8696	0.8985
0.2121	127.0	63500	0.3064	0.7994	0.9468	0.9069	0.3204	0.7879	0.7857	0.3553	0.8412	0.8439	0.356	0.8363	0.8207	0.7817	0.8368	0.7455	0.7945	0.871	0.9003
0.2102	128.0	64000	0.3080	0.8075	0.9506	0.9054	0.3314	0.7945	0.7909	0.358	0.8467	0.8497	0.3905	0.8397	0.8267	0.7861	0.8397	0.7597	0.8055	0.8766	0.9038
0.2361	129.0	64500	0.3010	0.8043	0.9505	0.9055	0.3322	0.7989	0.7804	0.3574	0.8443	0.8473	0.3845	0.8425	0.8169	0.7907	0.8448	0.7504	0.7956	0.8719	0.9015
0.2205	130.0	65000	0.3005	0.7999	0.9501	0.9066	0.293	0.791	0.7805	0.3559	0.8402	0.843	0.331	0.8384	0.8152	0.7785	0.8343	0.7495	0.7956	0.8718	0.8991
0.2252	131.0	65500	0.2984	0.7997	0.9502	0.9023	0.2882	0.7933	0.7799	0.3563	0.841	0.8436	0.3262	0.8395	0.814	0.78	0.8356	0.75	0.7967	0.8691	0.8985
0.2289	132.0	66000	0.3054	0.8041	0.9499	0.9015	0.2807	0.7978	0.7837	0.3578	0.8431	0.8466	0.3357	0.8427	0.819	0.7852	0.8389	0.7535	0.7989	0.8737	0.9021
0.2074	133.0	66500	0.3043	0.8019	0.9503	0.9069	0.2932	0.794	0.7837	0.3563	0.8417	0.8451	0.3452	0.8404	0.8193	0.7794	0.8347	0.7527	0.7989	0.8735	0.9018
0.2127	134.0	67000	0.3022	0.8044	0.9502	0.907	0.2874	0.7979	0.7879	0.3573	0.8436	0.8469	0.3405	0.8424	0.8216	0.7833	0.8385	0.7575	0.8011	0.8724	0.9012
0.2045	135.0	67500	0.3007	0.8029	0.9502	0.907	0.2961	0.7977	0.7838	0.3567	0.8434	0.8467	0.3357	0.844	0.8183	0.7816	0.8385	0.753	0.7989	0.8739	0.9027
0.2202	136.0	68000	0.2995	0.8047	0.9501	0.9066	0.2977	0.7965	0.7867	0.358	0.8439	0.8475	0.3452	0.8437	0.8199	0.7822	0.8372	0.7567	0.8011	0.8751	0.9041
0.1876	137.0	68500	0.3020	0.8037	0.9472	0.9106	0.2818	0.7936	0.7876	0.3575	0.8425	0.8461	0.331	0.8414	0.8211	0.7794	0.8356	0.7552	0.7989	0.8764	0.9038
0.1931	138.0	69000	0.3000	0.8056	0.95	0.9065	0.2881	0.7988	0.7855	0.3583	0.8446	0.8482	0.3405	0.8453	0.8194	0.7838	0.8381	0.7557	0.8011	0.8772	0.9053
0.2055	139.0	69500	0.2999	0.8049	0.947	0.9065	0.292	0.7972	0.7875	0.3579	0.8433	0.8467	0.331	0.8433	0.8216	0.7863	0.8393	0.7525	0.7956	0.8758	0.905
0.249	140.0	70000	0.3005	0.8038	0.947	0.9064	0.2918	0.7958	0.7881	0.3576	0.8427	0.8461	0.331	0.8424	0.8211	0.7836	0.8381	0.7501	0.7945	0.8777	0.9056
0.2086	141.0	70500	0.3004	0.8037	0.947	0.9065	0.2922	0.7939	0.7887	0.357	0.8421	0.8456	0.3357	0.8403	0.8221	0.7849	0.8381	0.749	0.7934	0.8773	0.9053
0.1979	142.0	71000	0.3018	0.8022	0.9469	0.9063	0.2922	0.7938	0.7849	0.3564	0.8415	0.845	0.3357	0.8406	0.8186	0.7819	0.8372	0.7493	0.7934	0.8754	0.9044
0.2272	143.0	71500	0.3005	0.8037	0.9501	0.9066	0.2865	0.795	0.787	0.3563	0.8429	0.8464	0.331	0.8419	0.8204	0.7811	0.8351	0.7555	0.8	0.8744	0.9041
0.2033	144.0	72000	0.2994	0.8043	0.9501	0.9065	0.2865	0.7972	0.7874	0.3575	0.8444	0.8479	0.331	0.8439	0.8212	0.7829	0.8381	0.756	0.8011	0.8742	0.9044
0.2226	145.0	72500	0.3010	0.8049	0.9501	0.9066	0.2866	0.7972	0.7879	0.3575	0.8444	0.8479	0.331	0.8439	0.8212	0.7829	0.8381	0.7561	0.8011	0.8757	0.9044
0.2126	146.0	73000	0.3000	0.8054	0.9501	0.9065	0.2866	0.7976	0.7894	0.3577	0.8449	0.8484	0.331	0.844	0.8229	0.7843	0.8393	0.7561	0.8011	0.8758	0.9047
0.2266	147.0	73500	0.3003	0.8044	0.95	0.9064	0.2866	0.7968	0.7881	0.3575	0.8442	0.8477	0.331	0.8432	0.8218	0.7828	0.8381	0.756	0.8011	0.8745	0.9038
0.2125	148.0	74000	0.3003	0.8045	0.95	0.9065	0.2866	0.7969	0.7881	0.3575	0.8442	0.8477	0.331	0.8432	0.8218	0.7828	0.8381	0.756	0.8011	0.8746	0.9038
0.2043	149.0	74500	0.3002	0.8045	0.9501	0.9065	0.2866	0.7969	0.7881	0.3575	0.8442	0.8477	0.331	0.8432	0.8218	0.7828	0.8381	0.756	0.8011	0.8746	0.9038
0.1994	150.0	75000	0.3002	0.8045	0.9501	0.9065	0.2866	0.7969	0.7881	0.3575	0.8442	0.8477	0.331	0.8432	0.8218	0.7828	0.8381	0.756	0.8011	0.8746	0.9038

Framework versions

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