chickens-composite-101818181818-150-epochs-wo-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: 0.2924
• Map: 0.8009
• Map 50: 0.9452
• Map 75: 0.8912
• Map Small: 0.3686
• Map Medium: 0.8037
• Map Large: 0.7895
• Mar 1: 0.3378
• Mar 10: 0.8405
• Mar 100: 0.8439
• Mar Small: 0.4542
• Mar Medium: 0.8478
• Mar Large: 0.8254
• Map Chicken: 0.8118
• Mar 100 Chicken: 0.852
• Map Duck: 0.7142
• Mar 100 Duck: 0.7705
• Map Plant: 0.8766
• Mar 100 Plant: 0.909

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
1.4873	1.0	500	1.3189	0.1046	0.1417	0.1198	0.0079	0.0437	0.1252	0.0858	0.2076	0.3054	0.0875	0.2716	0.2959	0.0632	0.1294	0.0	0.0	0.2506	0.7867
1.2334	2.0	1000	1.1080	0.1805	0.2428	0.2062	0.0398	0.1034	0.203	0.1025	0.3048	0.3342	0.1125	0.3088	0.3295	0.0851	0.2339	0.0	0.0	0.4564	0.7687
1.0117	3.0	1500	0.9088	0.329	0.4497	0.3943	0.0521	0.2839	0.3325	0.1249	0.4453	0.4688	0.1125	0.4566	0.4233	0.3033	0.6214	0.0	0.0	0.6837	0.7849
0.8522	4.0	2000	0.8317	0.3819	0.5371	0.4528	0.0606	0.3474	0.3707	0.1329	0.4743	0.4798	0.1125	0.469	0.4547	0.4512	0.6702	0.0	0.0	0.6945	0.7693
0.7724	5.0	2500	0.6907	0.4113	0.5633	0.4944	0.088	0.3747	0.4143	0.1351	0.4954	0.5036	0.2417	0.4716	0.52	0.4888	0.7141	0.0	0.0	0.7451	0.7967
0.8285	6.0	3000	0.6632	0.4081	0.5628	0.5005	0.0813	0.3738	0.4167	0.1323	0.4884	0.4948	0.1583	0.4664	0.5137	0.4993	0.7008	0.0	0.0	0.725	0.7837
0.6798	7.0	3500	0.6236	0.4273	0.5842	0.5064	0.1213	0.4009	0.4369	0.1351	0.4978	0.5031	0.2375	0.4806	0.5154	0.524	0.704	0.0001	0.0011	0.7578	0.8042
0.6397	8.0	4000	0.5891	0.4363	0.5891	0.5082	0.1093	0.4045	0.4477	0.1368	0.5042	0.5114	0.2	0.4834	0.5302	0.5399	0.7198	0.0	0.0	0.7689	0.8145
0.6939	9.0	4500	0.5602	0.4515	0.5921	0.5389	0.0922	0.4212	0.4494	0.1418	0.5154	0.5182	0.1625	0.4892	0.5317	0.5863	0.7419	0.0	0.0	0.7681	0.8127
0.6099	10.0	5000	0.5398	0.4665	0.6047	0.5592	0.1144	0.4504	0.4588	0.1452	0.5237	0.5273	0.1708	0.5098	0.5263	0.6232	0.7569	0.0	0.0	0.7764	0.825
0.5951	11.0	5500	0.5795	0.4559	0.6063	0.5608	0.166	0.4343	0.4451	0.1433	0.5071	0.5096	0.2292	0.4834	0.5192	0.5929	0.7129	0.0	0.0	0.7749	0.816
0.6176	12.0	6000	0.5234	0.4817	0.6241	0.565	0.1185	0.4608	0.473	0.1453	0.5244	0.529	0.1792	0.5061	0.5327	0.6544	0.7548	0.0	0.0	0.7908	0.8322
0.5803	13.0	6500	0.5109	0.4904	0.6438	0.5771	0.1232	0.4688	0.4817	0.1522	0.5277	0.5305	0.15	0.5111	0.5293	0.6824	0.7597	0.0052	0.0095	0.7838	0.8223
0.6283	14.0	7000	0.5161	0.5518	0.7502	0.6607	0.1524	0.5428	0.5207	0.2041	0.5976	0.602	0.2292	0.6004	0.5634	0.6488	0.7266	0.2095	0.24	0.7972	0.8395
0.5737	15.0	7500	0.4550	0.6726	0.8882	0.8028	0.1205	0.6694	0.6669	0.2865	0.72	0.7253	0.1958	0.7249	0.7118	0.719	0.769	0.5155	0.5737	0.7833	0.8331
0.5311	16.0	8000	0.4303	0.6788	0.8948	0.8211	0.1591	0.6771	0.6665	0.2883	0.731	0.736	0.2625	0.7382	0.7103	0.7118	0.7718	0.5284	0.5947	0.7962	0.8416
0.4312	17.0	8500	0.4286	0.692	0.9122	0.8385	0.1173	0.6931	0.6796	0.2912	0.7434	0.7454	0.1917	0.7491	0.7307	0.7277	0.7839	0.5571	0.6158	0.7912	0.8364
0.4567	18.0	9000	0.3997	0.7067	0.9243	0.8524	0.1747	0.7073	0.6759	0.3026	0.7506	0.755	0.2583	0.7579	0.7277	0.7249	0.7718	0.5936	0.6505	0.8016	0.8428
0.4276	19.0	9500	0.3736	0.7236	0.9256	0.881	0.2577	0.7235	0.7125	0.3078	0.7653	0.7694	0.3333	0.7735	0.7503	0.7435	0.7944	0.6153	0.6568	0.8119	0.8569
0.4423	20.0	10000	0.3855	0.7146	0.9297	0.8421	0.3276	0.7097	0.6869	0.2993	0.7589	0.7616	0.3611	0.7627	0.7241	0.7263	0.7774	0.5928	0.6453	0.8249	0.862
0.4228	21.0	10500	0.3910	0.7109	0.9407	0.8658	0.2481	0.7158	0.6789	0.302	0.7603	0.7636	0.3264	0.771	0.7226	0.6971	0.7569	0.632	0.6905	0.8036	0.8434
0.4178	22.0	11000	0.3759	0.7255	0.9327	0.8677	0.2395	0.7319	0.689	0.3085	0.771	0.7743	0.3528	0.7837	0.7357	0.7266	0.7839	0.6366	0.6842	0.8134	0.8548
0.3919	23.0	11500	0.4000	0.7118	0.9322	0.8445	0.2206	0.7038	0.689	0.3029	0.7581	0.7614	0.3361	0.7601	0.7314	0.7281	0.781	0.6019	0.6547	0.8055	0.8485
0.3834	24.0	12000	0.3803	0.7277	0.939	0.8686	0.2209	0.736	0.6916	0.3112	0.7671	0.7718	0.2944	0.7831	0.7274	0.7299	0.7774	0.6358	0.6821	0.8175	0.856
0.4079	25.0	12500	0.3698	0.7215	0.9269	0.859	0.1499	0.734	0.6866	0.3083	0.7662	0.7713	0.2042	0.782	0.7313	0.7381	0.7895	0.6082	0.6695	0.8182	0.8548
0.395	26.0	13000	0.3549	0.7357	0.9289	0.8558	0.1795	0.7421	0.7037	0.3199	0.7755	0.7799	0.2333	0.7876	0.7433	0.7483	0.7992	0.6377	0.6811	0.8211	0.8593
0.3787	27.0	13500	0.3747	0.7156	0.9236	0.836	0.2138	0.7122	0.6978	0.3046	0.7615	0.7641	0.2458	0.7628	0.7364	0.7327	0.7915	0.6032	0.6516	0.8108	0.8491
0.3851	28.0	14000	0.3824	0.7073	0.9242	0.8583	0.1333	0.705	0.6833	0.3029	0.759	0.7615	0.1667	0.7677	0.7216	0.7213	0.7718	0.5919	0.6611	0.8087	0.8518
0.3736	29.0	14500	0.3583	0.7178	0.9333	0.847	0.207	0.7201	0.6811	0.3026	0.7629	0.7668	0.2653	0.7764	0.7247	0.7326	0.781	0.6022	0.6589	0.8188	0.8605
0.3312	30.0	15000	0.3573	0.7431	0.9485	0.8705	0.1842	0.744	0.7323	0.3182	0.7844	0.7882	0.2625	0.7852	0.7799	0.7373	0.7859	0.6822	0.7284	0.8099	0.8503
0.3459	31.0	15500	0.3423	0.743	0.9315	0.8848	0.2253	0.7506	0.7236	0.3147	0.7843	0.7891	0.3	0.7969	0.7605	0.7531	0.7992	0.6508	0.7021	0.8252	0.866
0.3561	32.0	16000	0.3421	0.7458	0.9405	0.8724	0.3071	0.7484	0.754	0.3188	0.789	0.792	0.3611	0.7972	0.7942	0.7629	0.8073	0.65	0.7032	0.8246	0.8657
0.343	33.0	16500	0.3619	0.7221	0.9209	0.8532	0.1383	0.733	0.6821	0.3098	0.7663	0.7699	0.1708	0.7839	0.7292	0.7414	0.7907	0.6074	0.6611	0.8173	0.8578
0.3509	34.0	17000	0.3502	0.7375	0.9366	0.8556	0.3321	0.7431	0.7114	0.3176	0.7858	0.789	0.4125	0.7961	0.7524	0.7448	0.7935	0.6481	0.7116	0.8195	0.8617
0.3465	35.0	17500	0.3514	0.7277	0.9347	0.8526	0.3686	0.7258	0.6757	0.3112	0.7753	0.7803	0.4764	0.7797	0.7193	0.7312	0.7835	0.6251	0.6905	0.8267	0.8669
0.3216	36.0	18000	0.3720	0.711	0.9348	0.8572	0.3728	0.7127	0.6593	0.3017	0.7599	0.7637	0.4472	0.7671	0.7063	0.6994	0.7577	0.6138	0.6747	0.8196	0.8587
0.3271	37.0	18500	0.3360	0.7556	0.9497	0.8832	0.3003	0.7617	0.7332	0.3219	0.7981	0.8021	0.4111	0.8041	0.7813	0.7605	0.8048	0.6657	0.7211	0.8407	0.8804
0.3059	38.0	19000	0.3320	0.7513	0.9522	0.885	0.1165	0.754	0.7404	0.3253	0.7971	0.802	0.2375	0.8024	0.7873	0.7585	0.8036	0.665	0.7358	0.8303	0.8666
0.3269	39.0	19500	0.3424	0.7498	0.9429	0.8806	0.2361	0.7525	0.7336	0.3164	0.7905	0.7955	0.3486	0.7985	0.7767	0.7617	0.8101	0.6445	0.6979	0.8432	0.8786
0.3353	40.0	20000	0.3500	0.7466	0.9407	0.8782	0.198	0.7502	0.738	0.3162	0.783	0.7886	0.2722	0.7938	0.7756	0.7552	0.8024	0.6561	0.6979	0.8285	0.8654
0.3552	41.0	20500	0.3479	0.7386	0.9394	0.868	0.1597	0.7359	0.7296	0.3138	0.7775	0.782	0.2292	0.7817	0.7679	0.7472	0.7911	0.6351	0.6853	0.8335	0.8696
0.3452	42.0	21000	0.3341	0.7416	0.9381	0.8793	0.2425	0.7508	0.7313	0.3137	0.7809	0.7865	0.3208	0.7995	0.7635	0.7616	0.8089	0.6314	0.68	0.8318	0.8705
0.2925	43.0	21500	0.3201	0.7695	0.9393	0.89	0.2844	0.7742	0.7619	0.3271	0.8067	0.8117	0.3764	0.8189	0.7915	0.7787	0.8173	0.6816	0.7305	0.8482	0.8873
0.2957	44.0	22000	0.3343	0.7589	0.9435	0.8874	0.2823	0.7619	0.7491	0.3242	0.7972	0.8023	0.3667	0.8067	0.7867	0.7535	0.7948	0.6696	0.7242	0.8536	0.888
0.3537	45.0	22500	0.3381	0.7523	0.9424	0.8801	0.259	0.7507	0.7506	0.3204	0.7948	0.802	0.3681	0.8037	0.793	0.7441	0.7919	0.6682	0.7305	0.8445	0.8834
0.3256	46.0	23000	0.3383	0.758	0.9428	0.8742	0.259	0.7624	0.7319	0.3179	0.7922	0.7999	0.3681	0.7992	0.7774	0.7697	0.8133	0.6569	0.7042	0.8473	0.8822
0.3277	47.0	23500	0.3294	0.7538	0.9464	0.8782	0.2466	0.7504	0.756	0.3199	0.7964	0.8021	0.3681	0.8034	0.789	0.7586	0.804	0.6624	0.7221	0.8405	0.8801
0.3376	48.0	24000	0.3391	0.76	0.9453	0.8918	0.3566	0.7539	0.7628	0.3217	0.7966	0.8021	0.4458	0.797	0.7951	0.7644	0.8016	0.696	0.74	0.8196	0.8648
0.3071	49.0	24500	0.3249	0.7703	0.9464	0.8814	0.2872	0.7669	0.7616	0.3297	0.8057	0.8104	0.3667	0.8085	0.7958	0.7673	0.8052	0.7052	0.7484	0.8383	0.8774
0.2748	50.0	25000	0.3277	0.7576	0.9317	0.8878	0.2644	0.7638	0.7097	0.3236	0.7912	0.7941	0.3569	0.8047	0.7375	0.7659	0.8073	0.6694	0.7	0.8375	0.875
0.3259	51.0	25500	0.3256	0.7676	0.9406	0.8976	0.2403	0.7709	0.7443	0.3246	0.7994	0.8049	0.35	0.8119	0.7745	0.7715	0.8097	0.6884	0.7221	0.8429	0.8828
0.3225	52.0	26000	0.3375	0.7625	0.9454	0.895	0.2682	0.7651	0.7517	0.3259	0.8006	0.8041	0.3556	0.8067	0.7863	0.7625	0.8036	0.6921	0.7337	0.8329	0.875
0.3122	53.0	26500	0.3385	0.7573	0.9467	0.8944	0.1974	0.7595	0.7445	0.3167	0.7947	0.7985	0.2833	0.8019	0.7866	0.742	0.7903	0.6967	0.7316	0.8332	0.8735
0.3076	54.0	27000	0.3175	0.7729	0.948	0.8753	0.2099	0.7789	0.7603	0.3301	0.8114	0.815	0.2681	0.8197	0.8025	0.7678	0.8117	0.7141	0.7579	0.8367	0.8753
0.3285	55.0	27500	0.3211	0.7787	0.9476	0.8956	0.2747	0.7777	0.7703	0.3297	0.8141	0.8194	0.3528	0.8237	0.807	0.7719	0.8125	0.7129	0.7558	0.8513	0.8901
0.2867	56.0	28000	0.3486	0.7532	0.9335	0.8763	0.1495	0.7551	0.7302	0.3179	0.7896	0.7923	0.1917	0.8003	0.7616	0.7607	0.8069	0.6681	0.7021	0.8307	0.8681
0.3095	57.0	28500	0.3197	0.769	0.9376	0.8841	0.2709	0.7698	0.7671	0.3216	0.8074	0.8109	0.3181	0.8177	0.797	0.773	0.8137	0.6832	0.7316	0.8508	0.8873
0.3225	58.0	29000	0.3437	0.7528	0.9403	0.8807	0.3319	0.7523	0.7328	0.3215	0.7954	0.7988	0.3903	0.8017	0.7719	0.7468	0.7879	0.6623	0.7232	0.8494	0.8852
0.3181	59.0	29500	0.3329	0.7522	0.9305	0.8661	0.2974	0.758	0.731	0.3163	0.7917	0.7943	0.3472	0.8034	0.7637	0.7607	0.8016	0.6436	0.6947	0.8524	0.8864
0.2679	60.0	30000	0.3069	0.778	0.9422	0.8845	0.3299	0.7781	0.7692	0.3322	0.8149	0.8184	0.3972	0.8224	0.8022	0.769	0.8137	0.7032	0.7432	0.8618	0.8982
0.305	61.0	30500	0.3137	0.7731	0.9403	0.882	0.2619	0.7676	0.7625	0.3277	0.8071	0.8113	0.3236	0.8079	0.7961	0.7792	0.8169	0.6819	0.7232	0.8582	0.8937
0.305	62.0	31000	0.3221	0.771	0.9467	0.8878	0.267	0.7718	0.7457	0.3257	0.8045	0.8085	0.3444	0.8113	0.787	0.7621	0.8044	0.7016	0.7379	0.8494	0.8831
0.2713	63.0	31500	0.3199	0.7769	0.9469	0.881	0.3265	0.7733	0.7663	0.3245	0.8094	0.8125	0.3903	0.811	0.7977	0.7691	0.8085	0.7101	0.7442	0.8516	0.8849
0.3082	64.0	32000	0.3163	0.7721	0.9386	0.8875	0.2628	0.7778	0.7388	0.3282	0.8093	0.8127	0.3389	0.8206	0.7791	0.7755	0.8198	0.6885	0.7295	0.8522	0.8889
0.2819	65.0	32500	0.3396	0.75	0.9288	0.8694	0.3187	0.7549	0.7158	0.3167	0.7943	0.7972	0.3514	0.804	0.7588	0.7547	0.804	0.6433	0.6989	0.8522	0.8886
0.2804	66.0	33000	0.3221	0.7713	0.9278	0.8964	0.2681	0.7661	0.7691	0.3239	0.8092	0.8122	0.3556	0.8122	0.8016	0.7755	0.8157	0.6765	0.7263	0.8618	0.8946
0.2746	67.0	33500	0.3125	0.7642	0.9335	0.8792	0.2764	0.7643	0.7452	0.3221	0.8037	0.8065	0.3597	0.8097	0.7825	0.7765	0.8133	0.6597	0.7158	0.8565	0.8904
0.2775	68.0	34000	0.3048	0.7767	0.938	0.8975	0.3299	0.7745	0.76	0.3252	0.8151	0.8181	0.4278	0.8202	0.794	0.7745	0.8145	0.6889	0.7421	0.8668	0.8976
0.2614	69.0	34500	0.3000	0.7788	0.9376	0.8972	0.2978	0.7803	0.7609	0.3271	0.82	0.8245	0.3833	0.831	0.7963	0.7777	0.8198	0.6886	0.7505	0.8702	0.9033
0.2706	70.0	35000	0.3045	0.7747	0.9347	0.8967	0.3231	0.7831	0.7555	0.3286	0.8177	0.8208	0.4125	0.8298	0.7951	0.7808	0.8278	0.6882	0.7421	0.8552	0.8925
0.2608	71.0	35500	0.2951	0.7739	0.9462	0.8902	0.3108	0.7839	0.7517	0.3274	0.8165	0.8219	0.3972	0.8331	0.7903	0.7779	0.8181	0.6857	0.7474	0.858	0.9003
0.3068	72.0	36000	0.3171	0.7755	0.9397	0.8788	0.331	0.7766	0.7614	0.3288	0.8136	0.8172	0.3944	0.821	0.7953	0.7786	0.8202	0.6794	0.7295	0.8687	0.9021
0.2893	73.0	36500	0.3156	0.7803	0.9442	0.9094	0.3084	0.7861	0.758	0.3244	0.8181	0.8213	0.4139	0.8281	0.7957	0.7773	0.8234	0.7061	0.7484	0.8575	0.8922
0.2462	74.0	37000	0.3136	0.7793	0.9348	0.8894	0.3201	0.7831	0.7552	0.327	0.8147	0.8183	0.4014	0.8258	0.7875	0.769	0.8177	0.7054	0.7411	0.8637	0.8961
0.3016	75.0	37500	0.3131	0.7762	0.9393	0.899	0.3175	0.7801	0.7597	0.326	0.8196	0.8226	0.4111	0.8315	0.7891	0.7726	0.8137	0.6937	0.7547	0.8624	0.8994
0.2714	76.0	38000	0.2986	0.7867	0.9558	0.907	0.3107	0.7909	0.7671	0.3287	0.8276	0.83	0.3875	0.8391	0.7979	0.7923	0.8274	0.7018	0.7611	0.8659	0.9015
0.2921	77.0	38500	0.2951	0.7862	0.9398	0.8882	0.3325	0.7915	0.7668	0.333	0.8267	0.8307	0.4042	0.8391	0.798	0.7939	0.827	0.6987	0.7611	0.8661	0.9039
0.272	78.0	39000	0.3125	0.7754	0.9497	0.899	0.3393	0.776	0.7751	0.3244	0.8177	0.8213	0.4167	0.8252	0.8076	0.7793	0.8238	0.6987	0.7526	0.8481	0.8873
0.2734	79.0	39500	0.3010	0.7818	0.9404	0.8915	0.3022	0.7875	0.7524	0.3324	0.8224	0.8265	0.3806	0.8342	0.7863	0.795	0.8331	0.6945	0.7526	0.8558	0.8937
0.2392	80.0	40000	0.3056	0.78	0.9379	0.8891	0.3211	0.7887	0.7444	0.329	0.8228	0.8259	0.4236	0.8389	0.7782	0.7918	0.8363	0.6858	0.7432	0.8624	0.8982
0.2743	81.0	40500	0.3236	0.7665	0.9343	0.8924	0.3312	0.7643	0.7528	0.3233	0.8057	0.8108	0.4278	0.815	0.7842	0.7782	0.8177	0.6603	0.7211	0.8611	0.8937
0.2462	82.0	41000	0.3055	0.7823	0.9306	0.8842	0.2892	0.7898	0.7693	0.3334	0.824	0.8267	0.35	0.8346	0.8045	0.7944	0.8323	0.6903	0.7495	0.8622	0.8985
0.2701	83.0	41500	0.3055	0.7759	0.9382	0.8707	0.2915	0.7864	0.742	0.3312	0.8154	0.8192	0.3708	0.8311	0.7816	0.7903	0.8302	0.6759	0.7305	0.8616	0.8967
0.2732	84.0	42000	0.3205	0.7712	0.937	0.8946	0.3145	0.7697	0.7674	0.3249	0.813	0.817	0.4083	0.8206	0.8	0.7749	0.8141	0.6854	0.74	0.8532	0.897
0.2426	85.0	42500	0.3125	0.7815	0.9313	0.8845	0.2965	0.7843	0.7677	0.332	0.8209	0.8234	0.3264	0.8293	0.8059	0.8005	0.8335	0.6896	0.7463	0.8545	0.8904
0.2083	86.0	43000	0.3144	0.7763	0.9391	0.8883	0.3368	0.7814	0.7626	0.3282	0.8165	0.8198	0.3847	0.8258	0.8027	0.7935	0.825	0.68	0.7421	0.8554	0.8922
0.2444	87.0	43500	0.3039	0.7737	0.9325	0.8839	0.3897	0.7787	0.7612	0.3241	0.8169	0.8202	0.4458	0.8264	0.7986	0.7967	0.8363	0.6664	0.7274	0.8579	0.897
0.2458	88.0	44000	0.2948	0.7936	0.935	0.8879	0.402	0.7963	0.7829	0.3323	0.8357	0.8395	0.4625	0.844	0.8208	0.8079	0.8448	0.7067	0.7705	0.8662	0.9033
0.23	89.0	44500	0.3180	0.7772	0.9216	0.886	0.3416	0.7844	0.749	0.3291	0.818	0.8212	0.4139	0.8324	0.7813	0.8016	0.8403	0.6802	0.7347	0.8499	0.8886
0.2379	90.0	45000	0.2937	0.7886	0.9319	0.8868	0.3813	0.7959	0.7689	0.3299	0.8299	0.8338	0.4514	0.8442	0.8019	0.8033	0.8423	0.6995	0.7558	0.8632	0.9033
0.2498	91.0	45500	0.3045	0.7878	0.9365	0.8871	0.3616	0.7879	0.786	0.3305	0.8271	0.83	0.4514	0.8337	0.8165	0.7968	0.8339	0.7	0.7547	0.8666	0.9015
0.2212	92.0	46000	0.3132	0.7854	0.9304	0.8915	0.3613	0.7886	0.7848	0.3316	0.8225	0.8277	0.4306	0.8335	0.8174	0.7909	0.8286	0.7008	0.7505	0.8646	0.9039
0.245	93.0	46500	0.3060	0.7807	0.929	0.8913	0.3292	0.7832	0.7865	0.3314	0.8244	0.8298	0.3917	0.8352	0.8236	0.7948	0.8359	0.6856	0.7526	0.8616	0.9009
0.2444	94.0	47000	0.2977	0.7888	0.949	0.895	0.3567	0.7839	0.7979	0.3315	0.8297	0.8338	0.4514	0.8331	0.8283	0.8041	0.8448	0.6994	0.7568	0.8629	0.8997
0.2172	95.0	47500	0.2981	0.7888	0.9394	0.8949	0.3713	0.7915	0.782	0.3313	0.8283	0.8316	0.4458	0.8361	0.8163	0.8056	0.8395	0.6946	0.7537	0.8661	0.9015
0.2419	96.0	48000	0.3086	0.7745	0.9293	0.8806	0.3155	0.7808	0.7605	0.3229	0.8155	0.8188	0.3722	0.8276	0.7955	0.7945	0.8323	0.6663	0.7242	0.8627	0.9
0.2554	97.0	48500	0.3050	0.7782	0.9331	0.8822	0.3421	0.7779	0.7775	0.3288	0.8197	0.8235	0.4181	0.8251	0.8137	0.7919	0.8315	0.6827	0.7411	0.8599	0.8979
0.2263	98.0	49000	0.3050	0.7836	0.9292	0.8862	0.314	0.7907	0.7662	0.3294	0.8226	0.826	0.3764	0.8367	0.7984	0.8045	0.8391	0.6868	0.7421	0.8595	0.8967
0.2502	99.0	49500	0.2972	0.7874	0.9344	0.8899	0.3418	0.792	0.7671	0.3294	0.8293	0.8328	0.4139	0.8413	0.8038	0.805	0.8464	0.6926	0.7505	0.8645	0.9015
0.2306	100.0	50000	0.2951	0.7924	0.9376	0.8906	0.3658	0.7985	0.7796	0.3368	0.8322	0.8361	0.4347	0.8433	0.8165	0.7984	0.8371	0.7094	0.7653	0.8696	0.906
0.2115	101.0	50500	0.2959	0.7877	0.9317	0.8894	0.3145	0.7848	0.7801	0.3342	0.8289	0.832	0.3972	0.833	0.8196	0.8021	0.8444	0.7011	0.7547	0.8599	0.897
0.2248	102.0	51000	0.2967	0.7945	0.9287	0.8836	0.3876	0.795	0.7696	0.3323	0.8325	0.8366	0.4556	0.8411	0.8036	0.8102	0.8476	0.6998	0.7589	0.8736	0.9033
0.2231	103.0	51500	0.2989	0.7901	0.9281	0.8835	0.3368	0.795	0.7668	0.3338	0.8311	0.8347	0.4264	0.8419	0.8029	0.803	0.8452	0.701	0.7568	0.8661	0.9021
0.2492	104.0	52000	0.2985	0.7914	0.9332	0.8919	0.4092	0.7902	0.7852	0.3331	0.8321	0.8351	0.475	0.8384	0.8188	0.7936	0.8343	0.709	0.7642	0.8715	0.9069
0.2405	105.0	52500	0.2987	0.7933	0.9324	0.9009	0.3649	0.7912	0.7877	0.3347	0.8319	0.8352	0.4431	0.8387	0.8209	0.8013	0.8427	0.7056	0.7589	0.873	0.9039
0.2129	106.0	53000	0.2984	0.7901	0.9333	0.8934	0.3716	0.7893	0.7883	0.3315	0.8289	0.832	0.4333	0.8354	0.8173	0.7985	0.8399	0.6914	0.7463	0.8805	0.9096
0.2065	107.0	53500	0.3135	0.7758	0.9245	0.8814	0.3797	0.7833	0.7469	0.325	0.817	0.8207	0.4389	0.8315	0.7781	0.7924	0.8383	0.6585	0.7168	0.8765	0.9069
0.2192	108.0	54000	0.3019	0.79	0.9313	0.8843	0.3845	0.7909	0.7841	0.333	0.829	0.8323	0.4611	0.8359	0.8172	0.8027	0.8435	0.6992	0.7505	0.8682	0.9027
0.2098	109.0	54500	0.3017	0.7886	0.9396	0.8942	0.3535	0.7897	0.7863	0.3332	0.8284	0.8315	0.3861	0.8367	0.8174	0.7992	0.8407	0.6953	0.7484	0.8714	0.9054
0.2164	110.0	55000	0.3019	0.7876	0.9366	0.8931	0.3397	0.7882	0.7755	0.3314	0.8281	0.8306	0.3931	0.8356	0.8115	0.802	0.8415	0.6901	0.7474	0.8709	0.903
0.2199	111.0	55500	0.3067	0.7796	0.9388	0.8826	0.3126	0.7892	0.7537	0.3303	0.8211	0.8242	0.3556	0.8358	0.7925	0.7938	0.8335	0.6785	0.7368	0.8666	0.9024
0.2126	112.0	56000	0.3036	0.7866	0.9339	0.888	0.3294	0.7874	0.7771	0.3326	0.8282	0.8315	0.3764	0.8381	0.8112	0.8016	0.8427	0.688	0.7505	0.8703	0.9012
0.2205	113.0	56500	0.2932	0.7929	0.9354	0.8873	0.3473	0.7988	0.7795	0.3348	0.8357	0.8392	0.4028	0.8482	0.8148	0.8108	0.8512	0.7006	0.7621	0.8671	0.9042
0.2556	114.0	57000	0.2975	0.7867	0.9279	0.885	0.3682	0.7938	0.7682	0.3325	0.829	0.8325	0.4361	0.8425	0.8044	0.797	0.8379	0.6877	0.7495	0.8754	0.9102
0.2086	115.0	57500	0.2986	0.7901	0.928	0.8923	0.3674	0.7945	0.7731	0.334	0.8303	0.8337	0.4292	0.8421	0.8063	0.8107	0.8476	0.6846	0.7463	0.8751	0.9072
0.2156	116.0	58000	0.3016	0.7879	0.9372	0.8859	0.3365	0.7909	0.7719	0.3339	0.8269	0.8304	0.3861	0.8384	0.8033	0.8026	0.8415	0.6941	0.7484	0.8669	0.9012
0.2057	117.0	58500	0.2933	0.79	0.939	0.889	0.3345	0.7974	0.7713	0.3348	0.8302	0.8338	0.3847	0.8445	0.8073	0.8106	0.8496	0.6892	0.7463	0.8703	0.9054
0.2387	118.0	59000	0.2904	0.7932	0.9364	0.8941	0.3489	0.7975	0.7813	0.3346	0.8343	0.8377	0.3986	0.8453	0.8186	0.8044	0.8452	0.7021	0.7611	0.873	0.9069
0.2228	119.0	59500	0.2963	0.7979	0.9408	0.8937	0.3477	0.8009	0.7885	0.336	0.8379	0.8413	0.4181	0.8474	0.8204	0.8061	0.8464	0.7098	0.7695	0.8778	0.9081
0.2244	120.0	60000	0.2944	0.7962	0.9424	0.8941	0.3427	0.8048	0.7765	0.3361	0.8368	0.8401	0.4042	0.8504	0.8138	0.8072	0.8472	0.7074	0.7663	0.874	0.9069
0.2189	121.0	60500	0.3028	0.7941	0.9442	0.8937	0.3097	0.7981	0.7837	0.3351	0.8334	0.8357	0.3583	0.842	0.8184	0.8026	0.8391	0.7102	0.7653	0.8694	0.9027
0.2335	122.0	61000	0.2959	0.7994	0.9388	0.8941	0.3443	0.8052	0.7745	0.336	0.836	0.8386	0.4014	0.8484	0.8067	0.8144	0.8496	0.7065	0.7589	0.8772	0.9072
0.2225	123.0	61500	0.2948	0.801	0.9353	0.8922	0.3368	0.8062	0.7927	0.3361	0.8412	0.844	0.4125	0.8511	0.8243	0.8166	0.8548	0.7084	0.7695	0.878	0.9078
0.2079	124.0	62000	0.2982	0.7952	0.9374	0.8913	0.3483	0.7968	0.7839	0.3334	0.8346	0.8381	0.4069	0.8445	0.8179	0.8062	0.8444	0.7068	0.7642	0.8726	0.9057
0.2281	125.0	62500	0.2878	0.7974	0.9473	0.8861	0.3636	0.8009	0.779	0.3354	0.837	0.8399	0.4375	0.8465	0.8144	0.8122	0.8512	0.7032	0.7611	0.8768	0.9075
0.2678	126.0	63000	0.2902	0.8014	0.9416	0.8971	0.3517	0.803	0.7885	0.3364	0.8406	0.8436	0.4264	0.8487	0.8251	0.8163	0.8536	0.7103	0.7674	0.8775	0.9099
0.2222	127.0	63500	0.2872	0.8017	0.9427	0.8965	0.3541	0.8036	0.7891	0.3369	0.841	0.8448	0.4458	0.8506	0.8244	0.819	0.8573	0.7072	0.7663	0.8787	0.9108
0.198	128.0	64000	0.2885	0.8013	0.9434	0.8973	0.3562	0.8018	0.7918	0.3358	0.8399	0.8429	0.4431	0.8472	0.8255	0.8116	0.852	0.7122	0.7663	0.8802	0.9102
0.2413	129.0	64500	0.2911	0.7961	0.9434	0.8966	0.3467	0.7977	0.7842	0.3347	0.8346	0.8377	0.4222	0.8429	0.8176	0.8089	0.8484	0.701	0.7568	0.8784	0.9078
0.2204	130.0	65000	0.2967	0.7986	0.9434	0.8959	0.3681	0.7999	0.7914	0.336	0.8358	0.8384	0.4292	0.8431	0.8218	0.8078	0.8444	0.7078	0.7611	0.8803	0.9099
0.2138	131.0	65500	0.2912	0.8009	0.9425	0.895	0.3628	0.8057	0.7866	0.3369	0.8388	0.8423	0.4431	0.8478	0.8217	0.8153	0.8528	0.7092	0.7642	0.8783	0.9099
0.2085	132.0	66000	0.2931	0.8015	0.9423	0.8942	0.3711	0.8032	0.789	0.3361	0.84	0.8436	0.4472	0.8476	0.8264	0.8154	0.8528	0.7103	0.7674	0.8787	0.9105
0.2352	133.0	66500	0.2920	0.7987	0.945	0.8909	0.3721	0.8023	0.7857	0.3363	0.8394	0.8426	0.4597	0.8475	0.8211	0.8133	0.8524	0.7118	0.7695	0.8711	0.906
0.2071	134.0	67000	0.2910	0.801	0.9449	0.8942	0.3732	0.8044	0.7868	0.3384	0.8403	0.8436	0.4417	0.8487	0.8247	0.8146	0.8536	0.7133	0.7695	0.8751	0.9078
0.2433	135.0	67500	0.2917	0.7991	0.9453	0.8886	0.3688	0.8023	0.788	0.3368	0.8389	0.8422	0.4333	0.8466	0.8233	0.8104	0.8492	0.7133	0.7695	0.8737	0.9078
0.2176	136.0	68000	0.2899	0.8004	0.9452	0.8945	0.3714	0.8054	0.7834	0.3362	0.8405	0.8438	0.4458	0.8501	0.8204	0.8137	0.8528	0.7111	0.7695	0.8764	0.909
0.2559	137.0	68500	0.2919	0.8002	0.9451	0.8912	0.3678	0.805	0.7863	0.3364	0.8409	0.8443	0.4458	0.8497	0.8224	0.8101	0.8504	0.7144	0.7737	0.876	0.9087
0.2206	138.0	69000	0.2931	0.7988	0.9451	0.8911	0.3735	0.8016	0.7888	0.3355	0.8386	0.8419	0.45	0.8461	0.8238	0.8101	0.8488	0.7129	0.7695	0.8733	0.9075
0.2218	139.0	69500	0.2930	0.8006	0.9452	0.8913	0.3737	0.8035	0.7918	0.3366	0.8403	0.8438	0.4542	0.848	0.8258	0.8143	0.8516	0.7129	0.7716	0.8747	0.9081
0.1946	140.0	70000	0.2917	0.8002	0.9452	0.8913	0.3739	0.8032	0.7826	0.3361	0.8399	0.8432	0.4625	0.8478	0.8208	0.8121	0.8512	0.7124	0.7695	0.876	0.909
0.2353	141.0	70500	0.2912	0.8014	0.9453	0.8914	0.3729	0.8041	0.7901	0.3368	0.8405	0.8439	0.4542	0.8481	0.8255	0.8122	0.8504	0.715	0.7716	0.8769	0.9096
0.241	142.0	71000	0.2935	0.8009	0.9453	0.8915	0.3737	0.8037	0.7878	0.3372	0.8401	0.8433	0.4625	0.8476	0.8226	0.8105	0.8496	0.7154	0.7716	0.8767	0.9087
0.1939	143.0	71500	0.2937	0.8012	0.9454	0.8915	0.3745	0.8046	0.7863	0.3372	0.8404	0.8437	0.4542	0.8492	0.8202	0.8104	0.8492	0.7155	0.7726	0.8776	0.9093
0.202	144.0	72000	0.2949	0.8008	0.9453	0.8912	0.3684	0.8038	0.788	0.3375	0.84	0.8433	0.45	0.8481	0.8236	0.8113	0.8504	0.7139	0.7705	0.8771	0.909
0.2009	145.0	72500	0.2939	0.801	0.9453	0.8912	0.3744	0.8041	0.7892	0.3378	0.8409	0.8442	0.45	0.8488	0.8251	0.812	0.8516	0.7149	0.7726	0.8761	0.9084
0.2481	146.0	73000	0.2938	0.801	0.9452	0.8912	0.3684	0.804	0.7894	0.3378	0.8406	0.844	0.45	0.8483	0.8252	0.8118	0.8516	0.7149	0.7716	0.8763	0.9087
0.2236	147.0	73500	0.2924	0.801	0.9453	0.8914	0.3686	0.8039	0.7895	0.3378	0.8406	0.844	0.4542	0.848	0.8254	0.812	0.8524	0.7144	0.7705	0.8766	0.909
0.2002	148.0	74000	0.2924	0.8009	0.9452	0.8912	0.3686	0.8037	0.7895	0.3378	0.8405	0.8439	0.4542	0.8478	0.8254	0.8118	0.852	0.7142	0.7705	0.8766	0.909
0.236	149.0	74500	0.2924	0.8009	0.9452	0.8912	0.3686	0.8037	0.7895	0.3378	0.8405	0.8439	0.4542	0.8478	0.8254	0.8118	0.852	0.7142	0.7705	0.8766	0.909
0.2197	150.0	75000	0.2924	0.8009	0.9452	0.8912	0.3686	0.8037	0.7895	0.3378	0.8405	0.8439	0.4542	0.8478	0.8254	0.8118	0.852	0.7142	0.7705	0.8766	0.909

Framework versions

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