chickens-150-epoch-1000-images

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: 0.2206
• Map: 0.8755
• Map 50: 0.9863
• Map 75: 0.9647
• Map Small: 0.7847
• Map Medium: 0.8514
• Map Large: 0.913
• Mar 1: 0.2775
• Mar 10: 0.8909
• Mar 100: 0.9112
• Mar Small: 0.8111
• Mar Medium: 0.8936
• Mar Large: 0.9489
• Map Chicken: 0.8885
• Mar 100 Chicken: 0.9198
• Map Duck: 0.8801
• Mar 100 Duck: 0.9113
• Map Plant: 0.8578
• Mar 100 Plant: 0.9025

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

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

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Chicken	Mar 100 Chicken	Map Duck	Mar 100 Duck	Map Plant	Mar 100 Plant
1.4296	1.0	497	1.2938	0.2117	0.3	0.2428	0.0068	0.1615	0.6959	0.0719	0.3115	0.3548	0.0222	0.3329	0.8095	0.069	0.3186	0.0	0.0	0.5662	0.7459
1.097	2.0	994	1.2351	0.3214	0.4717	0.3864	0.0119	0.2982	0.6584	0.1084	0.4079	0.4215	0.0111	0.3929	0.7338	0.3727	0.6065	0.0	0.0	0.5914	0.658
0.8765	3.0	1491	0.8339	0.3861	0.5556	0.4625	0.1825	0.3645	0.7106	0.1193	0.4622	0.49	0.2444	0.4662	0.7777	0.5014	0.7474	0.0059	0.004	0.6511	0.7186
0.7793	4.0	1988	0.7135	0.4536	0.6213	0.5595	0.1029	0.4369	0.7495	0.1331	0.4986	0.5176	0.3222	0.4968	0.8089	0.648	0.7814	0.0178	0.0179	0.695	0.7535
0.7088	5.0	2485	0.6670	0.527	0.7739	0.6086	0.3287	0.5035	0.765	0.1664	0.5776	0.5948	0.463	0.5694	0.8223	0.6085	0.7251	0.2666	0.3007	0.706	0.7586
0.6103	6.0	2982	0.5614	0.6368	0.8763	0.7839	0.4332	0.6138	0.7822	0.2067	0.682	0.7006	0.5074	0.6784	0.8318	0.687	0.7611	0.5042	0.5702	0.7192	0.7705
0.6698	7.0	3479	0.5172	0.7023	0.9459	0.8568	0.4879	0.6833	0.7685	0.2365	0.75	0.7677	0.5222	0.7472	0.8357	0.7275	0.7899	0.6638	0.7351	0.7155	0.7781
0.5203	8.0	3976	0.4650	0.7035	0.9674	0.854	0.4968	0.6796	0.8058	0.234	0.7519	0.7687	0.5593	0.747	0.8534	0.6979	0.7648	0.6669	0.745	0.7457	0.7963
0.5365	9.0	4473	0.4477	0.7279	0.9651	0.8795	0.5507	0.6949	0.7979	0.2408	0.7645	0.7802	0.5852	0.7523	0.843	0.7435	0.7927	0.7124	0.7735	0.7279	0.7744
0.4889	10.0	4970	0.4009	0.7319	0.9739	0.89	0.4977	0.7089	0.8122	0.2401	0.7737	0.7885	0.5	0.7674	0.8656	0.7398	0.7887	0.7036	0.7722	0.7522	0.8047
0.4643	11.0	5467	0.4179	0.7323	0.97	0.8815	0.4197	0.71	0.8031	0.2425	0.7734	0.7873	0.4407	0.7655	0.8515	0.7396	0.7935	0.7144	0.7775	0.743	0.7908
0.4338	12.0	5964	0.3881	0.7467	0.9746	0.9038	0.4911	0.723	0.8134	0.2457	0.7873	0.8023	0.4963	0.779	0.8636	0.7562	0.8061	0.7318	0.802	0.7521	0.7988
0.4975	13.0	6461	0.3863	0.7392	0.9759	0.9071	0.492	0.7212	0.8045	0.2436	0.7785	0.7948	0.6037	0.7773	0.8544	0.7233	0.7838	0.7426	0.7993	0.7518	0.8014
0.4204	14.0	6958	0.3964	0.7501	0.9743	0.9108	0.4955	0.7265	0.8116	0.2481	0.7848	0.8006	0.5185	0.7785	0.857	0.7537	0.8085	0.7458	0.7954	0.7509	0.7979
0.3908	15.0	7455	0.3705	0.7656	0.9758	0.9231	0.4787	0.7438	0.8173	0.2489	0.8011	0.817	0.5333	0.798	0.861	0.7789	0.8275	0.7536	0.8139	0.7643	0.8096
0.4647	16.0	7952	0.4876	0.703	0.9518	0.8469	0.4959	0.6801	0.8005	0.2333	0.7424	0.7588	0.5296	0.7365	0.8459	0.6979	0.753	0.671	0.7377	0.7401	0.7857
0.3955	17.0	8449	0.3684	0.7529	0.9755	0.9189	0.5456	0.7261	0.8323	0.2455	0.7847	0.8029	0.563	0.7788	0.8741	0.7656	0.813	0.7272	0.7854	0.7658	0.8104
0.374	18.0	8946	0.3251	0.7842	0.9792	0.9469	0.5192	0.7597	0.8488	0.2526	0.8122	0.8324	0.5704	0.8122	0.8951	0.8014	0.8401	0.7628	0.8166	0.7885	0.8404
0.3919	19.0	9443	0.3246	0.7695	0.9801	0.9274	0.5829	0.7471	0.8307	0.2513	0.8043	0.8236	0.7	0.8072	0.8787	0.7839	0.8352	0.7451	0.8013	0.7794	0.8342
0.3258	20.0	9940	0.3678	0.7568	0.9765	0.9218	0.5451	0.7323	0.8296	0.245	0.791	0.8089	0.5741	0.7885	0.88	0.7644	0.813	0.7332	0.7901	0.7726	0.8238
0.345	21.0	10437	0.3155	0.7869	0.9836	0.9327	0.5771	0.7597	0.8524	0.2557	0.817	0.8354	0.6222	0.8142	0.8967	0.811	0.8474	0.7566	0.8179	0.7929	0.8408
0.3775	22.0	10934	0.3256	0.7804	0.9817	0.9292	0.5367	0.7616	0.8408	0.2528	0.8074	0.8277	0.5963	0.8109	0.8879	0.7902	0.834	0.7622	0.8119	0.7889	0.8373
0.3266	23.0	11431	0.3161	0.791	0.9778	0.934	0.4913	0.767	0.8415	0.2568	0.823	0.8409	0.5296	0.8234	0.8905	0.8125	0.853	0.7758	0.8305	0.7846	0.8393
0.3451	24.0	11928	0.3353	0.7617	0.9809	0.9165	0.5147	0.7361	0.8359	0.243	0.7971	0.8151	0.5259	0.794	0.8911	0.7954	0.8377	0.713	0.7742	0.7766	0.8336
0.3157	25.0	12425	0.3157	0.8068	0.9761	0.9408	0.5057	0.7776	0.8537	0.261	0.8341	0.8516	0.5444	0.8306	0.8984	0.8333	0.8676	0.7959	0.8464	0.7911	0.8408
0.3305	26.0	12922	0.3047	0.7949	0.9856	0.9436	0.5129	0.771	0.8555	0.2595	0.8242	0.8429	0.5259	0.8227	0.898	0.8026	0.8498	0.7864	0.8377	0.7959	0.8412
0.3169	27.0	13419	0.3240	0.788	0.9812	0.9341	0.5832	0.7668	0.835	0.2552	0.8164	0.8357	0.6222	0.8194	0.8852	0.8002	0.8457	0.7793	0.8225	0.7843	0.8389
0.3147	28.0	13916	0.2864	0.8171	0.9841	0.9487	0.5705	0.799	0.8541	0.2645	0.8427	0.8637	0.6296	0.848	0.9036	0.8294	0.8725	0.8155	0.8609	0.8064	0.8578
0.3031	29.0	14413	0.3105	0.8015	0.984	0.943	0.6201	0.7829	0.8466	0.2557	0.8303	0.8485	0.637	0.8316	0.8957	0.8321	0.8696	0.7737	0.8272	0.7986	0.8486
0.3125	30.0	14910	0.2876	0.8172	0.9849	0.9524	0.6261	0.7956	0.8599	0.2614	0.8396	0.8588	0.6815	0.84	0.903	0.8489	0.8798	0.7961	0.8437	0.8066	0.8529
0.2807	31.0	15407	0.2986	0.7807	0.9856	0.9329	0.5698	0.7637	0.8525	0.2527	0.8154	0.8356	0.6222	0.8198	0.9043	0.7957	0.8457	0.7416	0.804	0.8047	0.857
0.3149	32.0	15904	0.2922	0.7853	0.9866	0.9404	0.6456	0.7663	0.8564	0.2519	0.8164	0.8368	0.6815	0.8195	0.9069	0.8093	0.8543	0.7393	0.7967	0.8072	0.8594
0.3525	33.0	16401	0.2835	0.8239	0.9846	0.9479	0.6779	0.8052	0.863	0.2668	0.8438	0.8633	0.6889	0.8494	0.9072	0.8304	0.8664	0.8232	0.8589	0.818	0.8646
0.3304	34.0	16898	0.2639	0.8231	0.9866	0.9401	0.6237	0.8069	0.8713	0.2624	0.8484	0.8692	0.6481	0.8543	0.9207	0.8348	0.8773	0.812	0.857	0.8224	0.8734
0.3139	35.0	17395	0.2877	0.821	0.9836	0.9351	0.6336	0.8072	0.8445	0.2621	0.8463	0.8651	0.6556	0.8503	0.8997	0.8504	0.8858	0.8154	0.8556	0.7971	0.8539
0.2777	36.0	17892	0.2773	0.8118	0.9843	0.9341	0.6721	0.7934	0.862	0.2619	0.8399	0.8605	0.7185	0.8444	0.9066	0.8356	0.8773	0.7883	0.8424	0.8113	0.8617
0.279	37.0	18389	0.2657	0.8207	0.9873	0.9428	0.6517	0.7998	0.8775	0.2632	0.8457	0.8655	0.6852	0.8454	0.922	0.837	0.8773	0.8021	0.851	0.8231	0.8682
0.3138	38.0	18886	0.2828	0.8075	0.9831	0.9424	0.5929	0.7918	0.8673	0.2557	0.8342	0.8538	0.6852	0.8384	0.9111	0.8197	0.8599	0.7818	0.8325	0.821	0.8689
0.2836	39.0	19383	0.2714	0.819	0.9852	0.9512	0.6244	0.7991	0.8681	0.261	0.8434	0.8636	0.663	0.846	0.9138	0.8364	0.8749	0.8027	0.8503	0.8179	0.8656
0.2865	40.0	19880	0.2703	0.8274	0.9848	0.9499	0.6799	0.8085	0.875	0.2633	0.8488	0.8698	0.7037	0.8544	0.9226	0.8425	0.8745	0.8118	0.8583	0.828	0.8766
0.2896	41.0	20377	0.2730	0.8314	0.9866	0.9517	0.6703	0.8121	0.8662	0.2686	0.8551	0.8747	0.7259	0.8571	0.9118	0.8422	0.8802	0.8356	0.8815	0.8163	0.8625
0.2856	42.0	20874	0.2779	0.817	0.9872	0.95	0.6066	0.8014	0.8686	0.2619	0.8414	0.8598	0.637	0.8425	0.9105	0.8347	0.8721	0.798	0.8477	0.8183	0.8598
0.2687	43.0	21371	0.2878	0.8161	0.9833	0.9354	0.5987	0.794	0.8766	0.2616	0.8412	0.8602	0.637	0.8399	0.9184	0.8204	0.8611	0.8096	0.8583	0.8183	0.8611
0.2705	44.0	21868	0.2773	0.8223	0.9865	0.9556	0.6594	0.7944	0.8865	0.2613	0.8451	0.8653	0.6667	0.8426	0.9272	0.8301	0.8709	0.8151	0.857	0.8217	0.8682
0.2752	45.0	22365	0.2812	0.8222	0.9836	0.9532	0.7159	0.7973	0.8736	0.2654	0.8441	0.8637	0.7222	0.8445	0.9193	0.8343	0.8704	0.8137	0.8523	0.8186	0.8684
0.303	46.0	22862	0.2877	0.8104	0.9843	0.9493	0.6484	0.7902	0.8585	0.2597	0.8376	0.8574	0.7037	0.8396	0.9082	0.8405	0.8737	0.7825	0.8397	0.8081	0.8588
0.2474	47.0	23359	0.2686	0.8106	0.9864	0.955	0.7045	0.7898	0.8751	0.2599	0.837	0.857	0.7148	0.8384	0.9236	0.832	0.866	0.7752	0.8311	0.8247	0.8738
0.28	48.0	23856	0.2820	0.8212	0.9799	0.947	0.6201	0.7992	0.85	0.2668	0.8492	0.8686	0.6778	0.8501	0.9059	0.8486	0.885	0.8166	0.8642	0.7984	0.8564
0.2537	49.0	24353	0.2863	0.827	0.9868	0.9457	0.7191	0.8072	0.8667	0.2664	0.8507	0.8695	0.7481	0.8509	0.9102	0.8446	0.8781	0.8205	0.8682	0.8158	0.8621
0.283	50.0	24850	0.2646	0.8267	0.9852	0.9501	0.6957	0.8024	0.8854	0.2654	0.8488	0.8712	0.7296	0.851	0.9305	0.8414	0.8794	0.8097	0.8556	0.8292	0.8785
0.2638	51.0	25347	0.2603	0.8305	0.986	0.9607	0.6926	0.8074	0.8768	0.2689	0.8541	0.8756	0.7407	0.8565	0.9226	0.8453	0.883	0.8232	0.8702	0.8229	0.8736
0.2797	52.0	25844	0.2759	0.8154	0.982	0.9409	0.6262	0.7895	0.8707	0.2629	0.8404	0.8595	0.6444	0.8378	0.919	0.8232	0.8611	0.8138	0.857	0.8091	0.8604
0.2555	53.0	26341	0.2707	0.8186	0.9874	0.9557	0.7187	0.7936	0.8731	0.2633	0.8396	0.8612	0.7593	0.8403	0.9197	0.8377	0.8648	0.8021	0.8523	0.8161	0.8666
0.2599	54.0	26838	0.2860	0.8328	0.9826	0.9538	0.7138	0.8084	0.8797	0.2651	0.8554	0.8753	0.7333	0.8541	0.9269	0.8481	0.8842	0.8287	0.8695	0.8216	0.8721
0.2764	55.0	27335	0.2851	0.8307	0.9854	0.9502	0.6945	0.8067	0.871	0.2648	0.8516	0.871	0.7481	0.8513	0.9167	0.8512	0.8822	0.8246	0.8662	0.8162	0.8645
0.2482	56.0	27832	0.2743	0.827	0.9849	0.9531	0.7243	0.8057	0.8822	0.2644	0.8499	0.8697	0.7407	0.8505	0.9266	0.833	0.8664	0.8192	0.8662	0.8288	0.8764
0.2518	57.0	28329	0.2665	0.8368	0.9852	0.9531	0.7424	0.8129	0.8819	0.2676	0.8604	0.8793	0.7741	0.8594	0.9226	0.8512	0.8883	0.832	0.8775	0.8273	0.8723
0.2506	58.0	28826	0.2616	0.8275	0.9866	0.9573	0.7332	0.8064	0.8794	0.2646	0.8489	0.8693	0.7741	0.8533	0.923	0.8399	0.8717	0.8121	0.8563	0.8304	0.8799
0.2477	59.0	29323	0.2728	0.8144	0.9871	0.9564	0.7406	0.7954	0.8644	0.259	0.8419	0.862	0.7704	0.844	0.9108	0.8279	0.8737	0.7971	0.8457	0.8182	0.8666
0.2456	60.0	29820	0.2560	0.8395	0.9877	0.9524	0.7542	0.8183	0.8785	0.2673	0.8607	0.8791	0.7889	0.8601	0.9236	0.8563	0.8879	0.8332	0.8742	0.8289	0.8752
0.2313	61.0	30317	0.2508	0.8373	0.9884	0.9592	0.7065	0.8171	0.8804	0.2671	0.8602	0.8803	0.7556	0.8621	0.9289	0.8531	0.8874	0.8283	0.8715	0.8306	0.882
0.2436	62.0	30814	0.2384	0.8513	0.9875	0.9565	0.7027	0.8252	0.8928	0.2705	0.8687	0.8873	0.7481	0.868	0.9341	0.8634	0.8951	0.8491	0.8815	0.8415	0.8854
0.2544	63.0	31311	0.2559	0.846	0.9867	0.9607	0.7734	0.8216	0.8831	0.2686	0.8646	0.8846	0.7963	0.8643	0.9262	0.8583	0.8964	0.8485	0.8801	0.8313	0.8773
0.2368	64.0	31808	0.2500	0.837	0.9881	0.9532	0.7211	0.8143	0.876	0.2695	0.8577	0.877	0.7519	0.858	0.9226	0.8559	0.8915	0.8322	0.8662	0.8228	0.8732
0.242	65.0	32305	0.2462	0.8447	0.9824	0.9603	0.7452	0.8217	0.8837	0.2706	0.8649	0.8846	0.7815	0.865	0.9279	0.8586	0.8911	0.8459	0.8848	0.8296	0.8779
0.2337	66.0	32802	0.2472	0.8522	0.9865	0.9642	0.6838	0.8326	0.8863	0.2713	0.8712	0.8911	0.7407	0.873	0.9279	0.8616	0.8935	0.8597	0.8974	0.8354	0.8824
0.227	67.0	33299	0.2296	0.8499	0.9878	0.9683	0.775	0.8303	0.8844	0.2703	0.8716	0.8901	0.8185	0.8736	0.9266	0.8647	0.8988	0.8461	0.8861	0.8389	0.8855
0.2456	68.0	33796	0.2465	0.8395	0.9877	0.9606	0.7729	0.8201	0.8807	0.2685	0.8621	0.8819	0.8074	0.8658	0.9256	0.8389	0.8794	0.8429	0.8828	0.8368	0.8836
0.2178	69.0	34293	0.2571	0.8387	0.987	0.9563	0.7436	0.8174	0.89	0.2689	0.86	0.8797	0.7556	0.8613	0.9305	0.8455	0.8842	0.8348	0.8742	0.8357	0.8807
0.227	70.0	34790	0.2518	0.8417	0.9859	0.9521	0.7424	0.8185	0.8821	0.2703	0.863	0.8838	0.7778	0.8658	0.9249	0.8624	0.8939	0.8327	0.8795	0.8299	0.8779
0.2375	71.0	35287	0.2721	0.8418	0.9849	0.9579	0.7289	0.822	0.8758	0.2724	0.8621	0.8818	0.8111	0.8642	0.9167	0.8535	0.8874	0.8463	0.8848	0.8255	0.873
0.2073	72.0	35784	0.2554	0.8385	0.9819	0.9567	0.7187	0.8173	0.8782	0.2712	0.8642	0.8828	0.763	0.8628	0.9216	0.8539	0.8939	0.8375	0.8828	0.8242	0.8717
0.2305	73.0	36281	0.2584	0.8442	0.9849	0.9647	0.7547	0.8221	0.8856	0.2698	0.8616	0.8811	0.8037	0.8632	0.9256	0.8582	0.887	0.84	0.8742	0.8346	0.882
0.2243	74.0	36778	0.2419	0.8471	0.9846	0.9556	0.7778	0.8243	0.8899	0.2725	0.8699	0.8893	0.8148	0.8708	0.9311	0.8617	0.9012	0.8414	0.8808	0.8381	0.8857
0.227	75.0	37275	0.2311	0.861	0.9864	0.9575	0.7202	0.8386	0.8941	0.2759	0.8795	0.899	0.7407	0.8818	0.9334	0.8769	0.9057	0.8672	0.904	0.8388	0.8873
0.2226	76.0	37772	0.2420	0.8568	0.9842	0.9558	0.7593	0.8367	0.8968	0.2761	0.8753	0.8948	0.8185	0.8782	0.9311	0.8707	0.8988	0.8561	0.8967	0.8436	0.8889
0.2239	77.0	38269	0.2340	0.8483	0.988	0.9686	0.7653	0.8245	0.9028	0.2724	0.8682	0.8877	0.8296	0.8677	0.9403	0.8546	0.8879	0.8433	0.8828	0.8471	0.8924
0.2188	78.0	38766	0.2398	0.8601	0.9842	0.9648	0.6889	0.8375	0.8977	0.2751	0.8794	0.8984	0.7333	0.8804	0.9351	0.8719	0.9045	0.866	0.904	0.8423	0.8867
0.2114	79.0	39263	0.2431	0.8509	0.9857	0.9603	0.6987	0.8253	0.8979	0.2725	0.8698	0.889	0.7185	0.8691	0.9357	0.8592	0.8911	0.8555	0.8914	0.8378	0.8844
0.2123	80.0	39760	0.2447	0.8598	0.9848	0.9637	0.6535	0.8392	0.8883	0.2746	0.8784	0.8988	0.6926	0.8814	0.9305	0.8734	0.9045	0.8751	0.9073	0.8309	0.8846
0.2213	81.0	40257	0.2319	0.8665	0.9857	0.96	0.717	0.8465	0.8982	0.2787	0.8833	0.9036	0.7667	0.8875	0.9367	0.8749	0.9061	0.8784	0.9113	0.8462	0.8936
0.2307	82.0	40754	0.2348	0.8536	0.987	0.96	0.7467	0.8337	0.8923	0.273	0.8717	0.8917	0.7815	0.8746	0.9348	0.8605	0.8883	0.8604	0.896	0.8398	0.8908
0.2274	83.0	41251	0.2292	0.8573	0.9872	0.9668	0.7512	0.8362	0.8966	0.2742	0.8763	0.8966	0.7667	0.8809	0.9334	0.8815	0.9142	0.8508	0.8868	0.8396	0.8889
0.1966	84.0	41748	0.2411	0.8553	0.9844	0.9641	0.7674	0.8299	0.8978	0.272	0.874	0.8939	0.8074	0.8728	0.9348	0.8648	0.896	0.8626	0.9013	0.8384	0.8844
0.2045	85.0	42245	0.2366	0.858	0.9859	0.9569	0.7941	0.8362	0.8868	0.2727	0.8785	0.8988	0.8444	0.8805	0.9289	0.8819	0.9113	0.8594	0.9	0.8327	0.885
0.2067	86.0	42742	0.2460	0.8519	0.9862	0.9609	0.7314	0.8307	0.887	0.2704	0.8687	0.8876	0.7926	0.87	0.9262	0.8656	0.8955	0.8528	0.8848	0.8373	0.8826
0.2104	87.0	43239	0.2477	0.8504	0.9854	0.9563	0.746	0.8321	0.8835	0.2699	0.869	0.8886	0.7741	0.8734	0.9246	0.8642	0.8931	0.8491	0.8887	0.8377	0.884
0.2152	88.0	43736	0.2344	0.8651	0.9868	0.958	0.7668	0.8454	0.8888	0.2756	0.882	0.9016	0.8037	0.8859	0.9289	0.882	0.9105	0.8737	0.9053	0.8395	0.8889
0.2177	89.0	44233	0.2322	0.8575	0.9849	0.9557	0.7543	0.8342	0.8972	0.273	0.8749	0.8945	0.8	0.8754	0.9377	0.8734	0.9004	0.8575	0.8921	0.8416	0.891
0.2219	90.0	44730	0.2301	0.8646	0.9853	0.9625	0.745	0.8426	0.8921	0.2747	0.8827	0.9028	0.763	0.8862	0.9351	0.8795	0.9089	0.875	0.9093	0.8394	0.8902
0.2127	91.0	45227	0.2331	0.8603	0.9868	0.9621	0.7677	0.8376	0.8954	0.2754	0.8772	0.8977	0.7889	0.8797	0.9357	0.8733	0.9036	0.866	0.9	0.8416	0.8895
0.2101	92.0	45724	0.2309	0.8626	0.9868	0.9539	0.7802	0.8384	0.9057	0.2757	0.8802	0.9006	0.8259	0.8821	0.9426	0.8717	0.9016	0.8664	0.904	0.8498	0.8963
0.2106	93.0	46221	0.2438	0.8628	0.9854	0.963	0.7465	0.8378	0.9023	0.2756	0.8793	0.8998	0.7815	0.8809	0.9397	0.8755	0.9061	0.867	0.902	0.8457	0.8914
0.2181	94.0	46718	0.2464	0.8587	0.9859	0.9589	0.7119	0.8334	0.9053	0.2753	0.8766	0.8961	0.737	0.8774	0.9384	0.881	0.9097	0.853	0.8901	0.842	0.8885
0.2053	95.0	47215	0.2526	0.8593	0.9848	0.9624	0.7102	0.8356	0.8947	0.2759	0.8771	0.8983	0.7481	0.882	0.9302	0.8716	0.904	0.8683	0.9033	0.838	0.8875
0.2154	96.0	47712	0.2418	0.8593	0.9854	0.9623	0.7251	0.8362	0.9009	0.2757	0.8781	0.8984	0.7815	0.881	0.9397	0.8701	0.9012	0.8633	0.8993	0.8446	0.8945
0.2141	97.0	48209	0.2390	0.8627	0.9856	0.9658	0.7413	0.8418	0.9045	0.2751	0.8804	0.9003	0.7593	0.8836	0.943	0.8707	0.9045	0.8645	0.8987	0.8529	0.8977
0.2027	98.0	48706	0.2465	0.8573	0.9856	0.96	0.6934	0.8355	0.8974	0.2737	0.8745	0.8947	0.7185	0.8786	0.9364	0.8724	0.904	0.8548	0.8887	0.8448	0.8914
0.2051	99.0	49203	0.2376	0.8632	0.9859	0.9616	0.7454	0.8403	0.8999	0.2759	0.8803	0.9004	0.7889	0.8826	0.9387	0.8805	0.9117	0.8634	0.8967	0.8457	0.8928
0.2134	100.0	49700	0.2297	0.8605	0.9862	0.9603	0.7965	0.8384	0.9012	0.2747	0.8762	0.8964	0.8185	0.8796	0.9393	0.8716	0.9012	0.8605	0.8927	0.8492	0.8953
0.2033	101.0	50197	0.2380	0.8613	0.987	0.9653	0.7704	0.8356	0.9071	0.2741	0.8777	0.8968	0.7963	0.8779	0.9423	0.87	0.9016	0.8649	0.8954	0.849	0.8934
0.196	102.0	50694	0.2312	0.8663	0.9867	0.9624	0.7646	0.8448	0.9052	0.2763	0.8829	0.9023	0.7963	0.8845	0.942	0.8796	0.9097	0.8703	0.902	0.8491	0.8951
0.2097	103.0	51191	0.2271	0.8659	0.9862	0.9663	0.7552	0.8426	0.9066	0.2768	0.8824	0.9026	0.7741	0.8856	0.9403	0.8812	0.915	0.8669	0.8993	0.8497	0.8936
0.1846	104.0	51688	0.2234	0.8703	0.9874	0.9612	0.7354	0.8483	0.9116	0.2771	0.8863	0.9062	0.7481	0.89	0.9459	0.8855	0.9158	0.8701	0.902	0.8553	0.9008
0.1967	105.0	52185	0.2242	0.87	0.9863	0.9599	0.7643	0.8473	0.91	0.278	0.8879	0.9079	0.7852	0.892	0.9452	0.8863	0.9166	0.8695	0.9066	0.8543	0.9006
0.1978	106.0	52682	0.2376	0.8643	0.987	0.9726	0.7906	0.8423	0.9016	0.2755	0.8792	0.8997	0.8111	0.8829	0.94	0.8726	0.902	0.8711	0.9013	0.8491	0.8957
0.1898	107.0	53179	0.2256	0.8742	0.9876	0.9695	0.801	0.8524	0.9078	0.2776	0.8883	0.909	0.8296	0.893	0.9426	0.8872	0.9166	0.8796	0.9093	0.8558	0.9012
0.1988	108.0	53676	0.2422	0.8666	0.984	0.9653	0.7536	0.8433	0.9054	0.2751	0.8804	0.9011	0.7852	0.8832	0.9413	0.8857	0.9138	0.868	0.896	0.8462	0.8934
0.1866	109.0	54173	0.2213	0.8716	0.9866	0.9659	0.8065	0.8483	0.9131	0.278	0.8884	0.909	0.8259	0.8914	0.9452	0.8797	0.913	0.8792	0.9139	0.856	0.9
0.1966	110.0	54670	0.2334	0.8698	0.9852	0.9698	0.7817	0.8469	0.9075	0.2783	0.8849	0.9049	0.8111	0.8875	0.942	0.8802	0.9121	0.8769	0.9066	0.8525	0.8959
0.1906	111.0	55167	0.2242	0.8727	0.9863	0.9648	0.7727	0.8493	0.9145	0.2792	0.8877	0.9078	0.8074	0.8903	0.9485	0.8875	0.9174	0.8728	0.904	0.8577	0.9021
0.1843	112.0	55664	0.2275	0.8684	0.986	0.9677	0.7769	0.8463	0.91	0.277	0.8854	0.9059	0.7926	0.8899	0.9443	0.8844	0.9162	0.8659	0.9013	0.855	0.9002
0.1876	113.0	56161	0.2142	0.8796	0.9871	0.9656	0.7797	0.8564	0.9123	0.2799	0.8939	0.9142	0.8037	0.8973	0.9479	0.8987	0.9271	0.8815	0.9126	0.8584	0.9029
0.1832	114.0	56658	0.2159	0.8763	0.9871	0.9705	0.7773	0.8549	0.9091	0.2786	0.8912	0.9123	0.7963	0.896	0.9475	0.8927	0.9239	0.8792	0.9099	0.857	0.9031
0.1821	115.0	57155	0.2225	0.8725	0.987	0.9691	0.7763	0.8498	0.9113	0.2768	0.8884	0.9081	0.8	0.8914	0.9475	0.8884	0.919	0.8713	0.9026	0.8577	0.9027
0.2108	116.0	57652	0.2359	0.8658	0.9851	0.959	0.7265	0.8431	0.9096	0.2741	0.882	0.9018	0.7481	0.8847	0.9462	0.8787	0.9117	0.865	0.8947	0.8537	0.899
0.1785	117.0	58149	0.2293	0.8667	0.9862	0.9612	0.7804	0.8432	0.91	0.2757	0.884	0.9035	0.7963	0.8856	0.9456	0.8838	0.9154	0.8626	0.8974	0.8537	0.8979
0.195	118.0	58646	0.2312	0.8754	0.9859	0.9685	0.7779	0.8501	0.9095	0.2786	0.8916	0.9119	0.8037	0.8938	0.9449	0.8936	0.9239	0.8813	0.9146	0.8512	0.8973
0.1827	119.0	59143	0.2323	0.8723	0.9858	0.9654	0.7506	0.8498	0.9108	0.2762	0.8859	0.9069	0.7889	0.8897	0.9456	0.8858	0.915	0.8768	0.9066	0.8543	0.899
0.1918	120.0	59640	0.2302	0.8733	0.9858	0.965	0.7674	0.85	0.9129	0.2776	0.8879	0.9088	0.7926	0.8915	0.9466	0.888	0.9178	0.8748	0.9086	0.8571	0.9
0.1748	121.0	60137	0.2332	0.8711	0.9855	0.9656	0.7674	0.8481	0.912	0.2772	0.8861	0.9064	0.7889	0.8889	0.9456	0.8856	0.9154	0.8721	0.9053	0.8555	0.8984
0.1748	122.0	60634	0.2304	0.8691	0.9858	0.9651	0.7692	0.8448	0.9137	0.2773	0.8841	0.905	0.8	0.8872	0.9466	0.8793	0.9077	0.8746	0.9079	0.8534	0.8992
0.1918	123.0	61131	0.2226	0.8749	0.9856	0.9652	0.773	0.85	0.9172	0.2787	0.8911	0.9114	0.7963	0.8945	0.9495	0.8862	0.9162	0.8786	0.9146	0.8598	0.9033
0.1828	124.0	61628	0.2262	0.8685	0.9858	0.9647	0.7576	0.8439	0.9145	0.2758	0.8847	0.9057	0.7815	0.8886	0.9485	0.8822	0.9126	0.8677	0.9033	0.8554	0.9014
0.1836	125.0	62125	0.2359	0.8703	0.9849	0.9592	0.781	0.8463	0.9128	0.2773	0.8851	0.9064	0.8074	0.8892	0.9472	0.8831	0.9134	0.8715	0.904	0.8563	0.9018
0.1815	126.0	62622	0.2266	0.8733	0.9857	0.9615	0.776	0.8481	0.9162	0.2775	0.8893	0.91	0.7963	0.8921	0.9502	0.8887	0.9206	0.8741	0.9073	0.8571	0.9021
0.1777	127.0	63119	0.2339	0.8736	0.9854	0.9648	0.773	0.8496	0.9157	0.2768	0.8888	0.9099	0.7963	0.8928	0.9489	0.882	0.9121	0.8824	0.9152	0.8565	0.9023
0.1843	128.0	63616	0.2300	0.8739	0.9857	0.9649	0.7729	0.8508	0.9173	0.2776	0.8899	0.9106	0.7963	0.8938	0.9489	0.8837	0.9162	0.8796	0.9126	0.8586	0.9029
0.1856	129.0	64113	0.2303	0.8731	0.9858	0.9648	0.7849	0.8495	0.9124	0.2767	0.8887	0.9095	0.8	0.8925	0.9482	0.8863	0.9174	0.8767	0.9086	0.8564	0.9023
0.195	130.0	64610	0.2183	0.8759	0.9863	0.9648	0.7913	0.8521	0.9156	0.2776	0.8908	0.9114	0.8074	0.894	0.9498	0.8909	0.9219	0.8776	0.9086	0.8591	0.9037
0.1903	131.0	65107	0.2282	0.8727	0.9862	0.9647	0.7858	0.8487	0.9151	0.2761	0.8877	0.9088	0.8037	0.8914	0.9482	0.8888	0.919	0.8728	0.9053	0.8566	0.902
0.1913	132.0	65604	0.2240	0.8735	0.9861	0.9645	0.781	0.8507	0.9137	0.2769	0.8873	0.9083	0.8037	0.8915	0.9475	0.8878	0.9166	0.8749	0.906	0.8578	0.9023
0.1827	133.0	66101	0.2221	0.873	0.9862	0.9645	0.7914	0.849	0.9163	0.2775	0.8893	0.9098	0.8074	0.8924	0.9492	0.8879	0.9182	0.8737	0.9079	0.8575	0.9031
0.189	134.0	66598	0.2176	0.8765	0.9864	0.9649	0.7873	0.8542	0.9145	0.2775	0.8917	0.9126	0.8074	0.8962	0.9485	0.8898	0.9215	0.8803	0.9119	0.8595	0.9043
0.1855	135.0	67095	0.2198	0.877	0.9871	0.9648	0.7846	0.8534	0.9149	0.2795	0.8913	0.9123	0.8074	0.8958	0.9479	0.8878	0.9174	0.883	0.9159	0.8601	0.9035
0.1741	136.0	67592	0.2204	0.8755	0.9864	0.9648	0.7841	0.8509	0.9137	0.278	0.8904	0.9112	0.8074	0.8932	0.9489	0.8894	0.9202	0.8807	0.9119	0.8563	0.9016
0.182	137.0	68089	0.2199	0.8782	0.9863	0.9648	0.7841	0.8544	0.9142	0.2787	0.893	0.914	0.8074	0.8965	0.9485	0.8942	0.9239	0.8837	0.9159	0.8568	0.9021
0.1886	138.0	68586	0.2184	0.8758	0.9864	0.9648	0.781	0.8528	0.9145	0.2774	0.8915	0.9122	0.8037	0.8951	0.9502	0.8902	0.9206	0.88	0.9119	0.8571	0.9041
0.1862	139.0	69083	0.2182	0.877	0.9863	0.9648	0.7847	0.8528	0.9149	0.2774	0.8919	0.9127	0.8074	0.8948	0.9498	0.892	0.9215	0.8811	0.9139	0.8579	0.9027
0.1815	140.0	69580	0.2195	0.8751	0.9864	0.9648	0.7847	0.8516	0.9119	0.2771	0.8902	0.9112	0.8074	0.8937	0.9489	0.8907	0.9211	0.8787	0.9099	0.8558	0.9025
0.1856	141.0	70077	0.2212	0.8749	0.9862	0.9647	0.7841	0.8508	0.9137	0.2774	0.8901	0.9112	0.8074	0.8937	0.9492	0.888	0.919	0.8803	0.9119	0.8565	0.9027
0.1912	142.0	70574	0.2191	0.8752	0.9863	0.9649	0.7847	0.8516	0.9143	0.2771	0.8906	0.9116	0.8074	0.8943	0.9495	0.8892	0.9206	0.879	0.9106	0.8574	0.9035
0.1838	143.0	71071	0.2183	0.8759	0.9863	0.9648	0.7847	0.8522	0.915	0.2773	0.8913	0.9119	0.8074	0.8943	0.9502	0.8896	0.9206	0.8798	0.9113	0.8582	0.9037
0.1982	144.0	71568	0.2195	0.8752	0.9862	0.9647	0.7847	0.8509	0.9152	0.2774	0.8905	0.9109	0.8111	0.8931	0.9495	0.8878	0.9186	0.8796	0.9113	0.8583	0.9029
0.1732	145.0	72065	0.2198	0.8755	0.9863	0.9648	0.7847	0.8516	0.915	0.2773	0.8906	0.9114	0.8111	0.8935	0.9502	0.888	0.9202	0.8801	0.9106	0.8585	0.9033
0.1908	146.0	72562	0.2208	0.875	0.9862	0.9647	0.7847	0.8507	0.9127	0.2775	0.8906	0.9109	0.8111	0.893	0.9492	0.8885	0.9194	0.8787	0.9106	0.8576	0.9025
0.1781	147.0	73059	0.2207	0.8752	0.9863	0.9647	0.7847	0.8512	0.913	0.2775	0.8906	0.9109	0.8111	0.8933	0.9489	0.8878	0.919	0.8801	0.9113	0.8578	0.9025
0.1829	148.0	73556	0.2207	0.8755	0.9863	0.9647	0.7847	0.8514	0.913	0.2775	0.8909	0.9112	0.8111	0.8936	0.9489	0.8885	0.9198	0.8801	0.9113	0.8578	0.9025
0.1788	149.0	74053	0.2206	0.8755	0.9863	0.9647	0.7847	0.8514	0.913	0.2775	0.8909	0.9112	0.8111	0.8936	0.9489	0.8885	0.9198	0.8801	0.9113	0.8578	0.9025
0.178	150.0	74550	0.2206	0.8755	0.9863	0.9647	0.7847	0.8514	0.913	0.2775	0.8909	0.9112	0.8111	0.8936	0.9489	0.8885	0.9198	0.8801	0.9113	0.8578	0.9025

Framework versions

• Transformers 4.45.2
• Pytorch 2.4.1+cu121
• Datasets 2.19.2
• Tokenizers 0.20.1