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: 0.2535
• Map: 0.8412
• Map 50: 0.9751
• Map 75: 0.9482
• Map Small: 0.6517
• Map Medium: 0.8166
• Map Large: 0.8916
• Mar 1: 0.2757
• Mar 10: 0.8659
• Mar 100: 0.8869
• Mar Small: 0.7037
• Mar Medium: 0.8686
• Mar Large: 0.9291
• Map Chicken: 0.8461
• Mar 100 Chicken: 0.9004
• Map Duck: 0.8431
• Mar 100 Duck: 0.8811
• Map Plant: 0.8344
• Mar 100 Plant: 0.8793

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
1.3186	1.0	497	1.3813	0.1592	0.2444	0.1756	0.0003	0.1147	0.6187	0.0659	0.2633	0.3153	0.0074	0.2915	0.7317	0.0602	0.28	0.0	0.0	0.4174	0.666
1.0567	2.0	994	1.2045	0.2314	0.354	0.254	0.0014	0.1943	0.6496	0.0905	0.3177	0.3436	0.0148	0.3208	0.7382	0.1288	0.3562	0.0	0.0	0.5653	0.6746
1.0554	3.0	1491	1.0372	0.2827	0.4242	0.3192	0.0285	0.2636	0.6883	0.1026	0.3957	0.4202	0.0444	0.3961	0.766	0.2216	0.5592	0.0	0.0	0.6266	0.7014
0.936	4.0	1988	0.9674	0.3078	0.4544	0.3663	0.0242	0.2817	0.7087	0.1032	0.4273	0.476	0.2556	0.4461	0.7722	0.2873	0.7321	0.0	0.0	0.6362	0.6959
0.8435	5.0	2485	0.9190	0.3401	0.503	0.393	0.0937	0.316	0.6961	0.1065	0.4518	0.4722	0.1889	0.4419	0.7676	0.3936	0.7262	0.0	0.0	0.6267	0.6902
0.7609	6.0	2982	0.8257	0.3681	0.5278	0.4316	0.0574	0.3457	0.7114	0.107	0.4701	0.4846	0.2556	0.4541	0.7882	0.459	0.7408	0.0	0.0	0.6453	0.7129
0.8557	7.0	3479	0.7843	0.3642	0.5264	0.4057	0.0722	0.3336	0.7276	0.1052	0.4672	0.4795	0.3037	0.4461	0.7856	0.443	0.7346	0.0	0.0	0.6496	0.7039
0.7327	8.0	3976	0.7124	0.4027	0.5528	0.4802	0.2374	0.38	0.7507	0.1169	0.4886	0.5026	0.2889	0.4761	0.8095	0.5235	0.7667	0.0	0.0	0.6844	0.7412
0.9418	9.0	4473	0.7261	0.3831	0.5454	0.4707	0.1558	0.3564	0.7196	0.1152	0.4726	0.4829	0.1667	0.4575	0.7797	0.4979	0.7371	0.0	0.0	0.6514	0.7117
0.69	10.0	4970	0.6671	0.4021	0.5567	0.484	0.25	0.3753	0.7514	0.1241	0.4831	0.495	0.2704	0.4669	0.8114	0.5246	0.7462	0.0	0.0	0.6816	0.7387
0.7218	11.0	5467	0.6397	0.4072	0.5601	0.4984	0.1929	0.3891	0.7476	0.1175	0.4884	0.5024	0.2148	0.4845	0.8	0.5321	0.76	0.0	0.0	0.6894	0.7471
0.6984	12.0	5964	0.6189	0.4376	0.5853	0.5378	0.0391	0.4148	0.7841	0.1239	0.4992	0.514	0.2296	0.4939	0.8301	0.5938	0.7713	0.0	0.0	0.719	0.7707
0.6716	13.0	6461	0.6034	0.4449	0.588	0.5335	0.2309	0.4224	0.785	0.1279	0.5087	0.5241	0.2704	0.5001	0.8408	0.6122	0.795	0.0	0.0	0.7225	0.7773
0.6971	14.0	6958	0.6108	0.4404	0.5939	0.534	0.2734	0.4127	0.7759	0.127	0.4961	0.51	0.3185	0.4783	0.832	0.618	0.7742	0.0	0.0	0.7032	0.7559
0.6914	15.0	7455	0.5833	0.4574	0.6186	0.5546	0.2671	0.4339	0.7841	0.1317	0.5036	0.517	0.3185	0.4923	0.833	0.6523	0.7792	0.0008	0.0047	0.7193	0.7672
0.4816	16.0	7952	0.5818	0.459	0.618	0.55	0.2062	0.4308	0.7983	0.129	0.5035	0.5189	0.2667	0.4892	0.849	0.6505	0.7792	0.0006	0.002	0.7259	0.7754
0.615	17.0	8449	0.5604	0.4814	0.6431	0.5792	0.25	0.4535	0.7802	0.1333	0.5121	0.526	0.2852	0.501	0.8297	0.717	0.8021	0.013	0.0101	0.714	0.7658
0.6433	18.0	8946	0.5791	0.4709	0.659	0.575	0.2548	0.4429	0.7757	0.1395	0.503	0.5161	0.3	0.4916	0.8209	0.6507	0.7433	0.0533	0.0486	0.7088	0.7564
0.6317	19.0	9443	0.5326	0.5872	0.7874	0.7197	0.386	0.5615	0.7911	0.1811	0.6236	0.6374	0.4037	0.6146	0.8402	0.696	0.775	0.3371	0.3581	0.7286	0.7791
0.5896	20.0	9940	0.5091	0.649	0.8779	0.7947	0.3277	0.6286	0.8079	0.2131	0.689	0.7039	0.3519	0.6844	0.8539	0.6969	0.7738	0.5012	0.5432	0.7489	0.7947
0.5525	21.0	10437	0.4966	0.6998	0.9348	0.8617	0.4188	0.677	0.8056	0.2375	0.7425	0.7602	0.4519	0.7394	0.849	0.7047	0.7854	0.6541	0.7088	0.7405	0.7863
0.6111	22.0	10934	0.4573	0.7132	0.9451	0.8779	0.4301	0.687	0.8105	0.2402	0.7588	0.7748	0.4963	0.7532	0.8533	0.7244	0.8033	0.6708	0.7277	0.7445	0.7934
0.5105	23.0	11431	0.4775	0.6963	0.9398	0.8461	0.4826	0.6645	0.8077	0.2376	0.741	0.7579	0.5481	0.7297	0.8549	0.7095	0.7892	0.6417	0.698	0.7378	0.7865
0.4341	24.0	11928	0.4759	0.6876	0.9406	0.8358	0.3086	0.6639	0.7903	0.2375	0.7385	0.7552	0.3778	0.73	0.8458	0.6891	0.7775	0.6516	0.7128	0.722	0.7752
0.5563	25.0	12425	0.4446	0.6954	0.9505	0.8318	0.416	0.6676	0.8183	0.2313	0.7453	0.7623	0.437	0.7381	0.8621	0.6914	0.7754	0.6442	0.7162	0.7505	0.7953
0.5253	26.0	12922	0.4338	0.716	0.9531	0.8743	0.3848	0.6911	0.8065	0.24	0.7659	0.7849	0.4222	0.7658	0.8562	0.7192	0.8046	0.6818	0.7486	0.7469	0.8016
0.4986	27.0	13419	0.4281	0.7118	0.9584	0.9	0.4897	0.6866	0.8068	0.2413	0.7624	0.7806	0.5444	0.7591	0.8575	0.7145	0.7983	0.6798	0.7473	0.7409	0.7963
0.493	28.0	13916	0.4196	0.7293	0.9539	0.893	0.5445	0.7085	0.8031	0.2475	0.7748	0.7927	0.5889	0.7701	0.8582	0.7291	0.7987	0.7172	0.7838	0.7418	0.7957
0.4717	29.0	14413	0.3901	0.7413	0.9583	0.8966	0.3767	0.7225	0.8247	0.2475	0.7823	0.7994	0.4148	0.7844	0.8673	0.7449	0.8133	0.7094	0.7689	0.7696	0.816
0.587	30.0	14910	0.4158	0.726	0.9598	0.8958	0.4877	0.705	0.804	0.2404	0.7691	0.789	0.5667	0.7708	0.848	0.7535	0.8204	0.6764	0.7486	0.748	0.7979
0.5983	31.0	15407	0.4065	0.7138	0.9711	0.8747	0.5064	0.6857	0.8167	0.238	0.7629	0.7803	0.5407	0.7597	0.8598	0.7259	0.7996	0.6621	0.7385	0.7534	0.8027
0.4204	32.0	15904	0.3797	0.7461	0.965	0.8906	0.5282	0.726	0.8208	0.2486	0.7877	0.8046	0.5704	0.7854	0.8637	0.7622	0.8271	0.7142	0.7784	0.7618	0.8084
0.4771	33.0	16401	0.3892	0.7309	0.9629	0.8805	0.4687	0.7077	0.8172	0.2446	0.7712	0.7895	0.5481	0.7692	0.8588	0.7303	0.7962	0.7053	0.7669	0.7572	0.8053
0.4496	34.0	16898	0.3659	0.7478	0.9667	0.9056	0.5179	0.7206	0.8413	0.2472	0.7862	0.8049	0.6037	0.7821	0.8797	0.735	0.8071	0.731	0.7865	0.7773	0.8211
0.5511	35.0	17395	0.3546	0.7613	0.9692	0.9101	0.3824	0.739	0.8352	0.2527	0.797	0.8176	0.4852	0.8025	0.8755	0.7732	0.8342	0.7302	0.7899	0.7804	0.8289
0.4176	36.0	17892	0.3729	0.7625	0.9654	0.9015	0.4822	0.7401	0.8333	0.2564	0.796	0.8169	0.5963	0.7977	0.8765	0.7668	0.8242	0.7471	0.8027	0.7735	0.8238
0.3875	37.0	18389	0.3659	0.7452	0.9716	0.9091	0.3782	0.7252	0.8341	0.2461	0.786	0.8069	0.4889	0.7896	0.8794	0.7394	0.8079	0.7197	0.7838	0.7765	0.8291
0.4475	38.0	18886	0.3643	0.75	0.9693	0.906	0.4324	0.7235	0.8436	0.2475	0.7887	0.8095	0.5444	0.7868	0.8866	0.754	0.8158	0.7208	0.7885	0.7751	0.824
0.4444	39.0	19383	0.3372	0.768	0.9723	0.9182	0.4639	0.7444	0.8493	0.2538	0.804	0.8222	0.5519	0.8019	0.8869	0.7656	0.8258	0.7519	0.8101	0.7866	0.8307
0.441	40.0	19880	0.3537	0.7455	0.9639	0.9008	0.4816	0.721	0.8363	0.2474	0.787	0.807	0.5963	0.7861	0.882	0.7348	0.8092	0.7278	0.7845	0.774	0.8273
0.4555	41.0	20377	0.3392	0.7658	0.9699	0.9094	0.4431	0.7462	0.8362	0.2565	0.8036	0.8216	0.5074	0.8058	0.8794	0.7623	0.8242	0.7524	0.8101	0.7827	0.8305
0.5548	42.0	20874	0.3432	0.7547	0.9707	0.9188	0.3946	0.7327	0.8427	0.2526	0.7956	0.8129	0.4741	0.7939	0.8824	0.757	0.825	0.7235	0.7858	0.7837	0.8279
0.4228	43.0	21371	0.3382	0.7619	0.9712	0.9188	0.4341	0.7387	0.8342	0.2542	0.7974	0.8155	0.5333	0.7966	0.8807	0.7627	0.8242	0.7461	0.7959	0.7768	0.8264
0.3829	44.0	21868	0.3239	0.7701	0.9733	0.9293	0.4839	0.7421	0.8467	0.2555	0.8065	0.8243	0.5148	0.8027	0.8912	0.7768	0.8363	0.7523	0.8054	0.7813	0.8313
0.4181	45.0	22365	0.3405	0.7576	0.9723	0.9093	0.4973	0.7363	0.8346	0.2534	0.7936	0.8118	0.563	0.7919	0.8791	0.758	0.8175	0.7347	0.7919	0.7801	0.826
0.4094	46.0	22862	0.3295	0.7622	0.9741	0.9066	0.4986	0.7396	0.8445	0.2561	0.8016	0.8203	0.5259	0.7991	0.8922	0.767	0.8346	0.7362	0.7939	0.7836	0.8324
0.4366	47.0	23359	0.3266	0.7687	0.9723	0.9147	0.471	0.7464	0.8543	0.2507	0.8051	0.8237	0.5444	0.8053	0.8948	0.7778	0.8396	0.7315	0.7899	0.7968	0.8418
0.3742	48.0	23856	0.3385	0.7652	0.9751	0.9295	0.4828	0.7426	0.8424	0.2527	0.7963	0.8148	0.5444	0.796	0.8863	0.7593	0.8167	0.7511	0.7946	0.7852	0.833
0.4585	49.0	24353	0.3268	0.7709	0.9738	0.9116	0.382	0.7469	0.8544	0.2558	0.8048	0.8243	0.4	0.8071	0.8931	0.78	0.8404	0.7423	0.7939	0.7906	0.8385
0.3719	50.0	24850	0.3361	0.7736	0.9729	0.9288	0.4745	0.7517	0.8489	0.2554	0.8122	0.8305	0.5111	0.8116	0.8908	0.7688	0.8375	0.7628	0.8189	0.7891	0.835
0.3835	51.0	25347	0.3218	0.7717	0.9759	0.9133	0.3925	0.7475	0.8682	0.2565	0.8023	0.8223	0.4519	0.8034	0.901	0.7718	0.8304	0.7385	0.7919	0.8048	0.8447
0.3979	52.0	25844	0.3232	0.7769	0.9745	0.907	0.4529	0.7555	0.8597	0.2566	0.808	0.8276	0.5259	0.809	0.8987	0.7768	0.8317	0.7528	0.8061	0.8012	0.8451
0.4164	53.0	26341	0.3287	0.7639	0.973	0.9129	0.3709	0.742	0.8625	0.2523	0.8004	0.8207	0.4037	0.7992	0.9059	0.7618	0.8275	0.7349	0.7939	0.7951	0.8406
0.3628	54.0	26838	0.3327	0.767	0.9746	0.9041	0.4428	0.7454	0.8386	0.2586	0.803	0.8208	0.4852	0.7997	0.885	0.7831	0.8388	0.7382	0.798	0.7797	0.8258
0.421	55.0	27335	0.3244	0.7723	0.9717	0.9032	0.4547	0.7522	0.8471	0.256	0.8077	0.8249	0.4889	0.8035	0.8912	0.7718	0.8333	0.7588	0.8122	0.7862	0.8293
0.3311	56.0	27832	0.3093	0.7927	0.9717	0.9252	0.5247	0.767	0.8605	0.2619	0.8242	0.8431	0.5556	0.8204	0.9026	0.8023	0.8542	0.7805	0.8358	0.7954	0.8393
0.3403	57.0	28329	0.3274	0.7742	0.9728	0.9302	0.4765	0.7536	0.8437	0.2543	0.8057	0.8248	0.5259	0.8061	0.883	0.78	0.8375	0.7557	0.8081	0.7868	0.8287
0.3457	58.0	28826	0.3146	0.7858	0.9729	0.9209	0.4986	0.7608	0.8594	0.2588	0.8163	0.8357	0.563	0.817	0.8971	0.7823	0.8379	0.7765	0.825	0.7988	0.8441
0.3339	59.0	29323	0.3103	0.7894	0.9695	0.9315	0.5258	0.7644	0.8622	0.2599	0.8238	0.8414	0.5407	0.8185	0.9052	0.7964	0.8604	0.7756	0.823	0.7963	0.8408
0.4285	60.0	29820	0.2966	0.8059	0.9709	0.9269	0.5578	0.7852	0.8639	0.2641	0.8351	0.8548	0.5926	0.837	0.9029	0.8103	0.8667	0.8005	0.8466	0.8068	0.8512
0.3992	61.0	30317	0.3125	0.7875	0.9752	0.9309	0.5931	0.7624	0.8754	0.2601	0.8185	0.8366	0.6111	0.8144	0.9095	0.7811	0.8425	0.77	0.8189	0.8114	0.8482
0.3637	62.0	30814	0.3199	0.7679	0.9723	0.9165	0.4979	0.7442	0.8591	0.2522	0.806	0.824	0.5296	0.8036	0.8964	0.7651	0.8317	0.741	0.802	0.7975	0.8383
0.4552	63.0	31311	0.3228	0.7811	0.9743	0.9295	0.4903	0.7575	0.8506	0.2614	0.8161	0.8329	0.5407	0.8124	0.8899	0.793	0.8512	0.7648	0.8182	0.7853	0.8293
0.3764	64.0	31808	0.2994	0.7925	0.9749	0.9198	0.4918	0.7688	0.8606	0.2604	0.8237	0.8413	0.5333	0.8243	0.8984	0.7959	0.8479	0.7793	0.8304	0.8021	0.8455
0.3737	65.0	32305	0.3191	0.7833	0.9697	0.9272	0.4658	0.7588	0.8533	0.258	0.8163	0.8335	0.5333	0.8141	0.8928	0.7855	0.8442	0.7722	0.8203	0.7923	0.8361
0.3561	66.0	32802	0.3014	0.8015	0.973	0.9235	0.5657	0.7786	0.8657	0.2647	0.8331	0.8502	0.6	0.8335	0.9003	0.8143	0.8675	0.7825	0.8338	0.8077	0.8494
0.4028	67.0	33299	0.2874	0.8142	0.9763	0.9277	0.4888	0.7902	0.8828	0.2673	0.841	0.8591	0.537	0.8416	0.9137	0.8187	0.8683	0.8043	0.85	0.8196	0.859
0.397	68.0	33796	0.3042	0.7993	0.9754	0.934	0.5345	0.7763	0.8668	0.2636	0.8304	0.8486	0.5778	0.8283	0.9023	0.7994	0.8533	0.7949	0.848	0.8037	0.8445
0.3639	69.0	34293	0.3082	0.7928	0.9742	0.9292	0.5629	0.771	0.8687	0.2613	0.8245	0.844	0.5852	0.8248	0.9046	0.8013	0.8575	0.7683	0.825	0.8086	0.8494
0.3882	70.0	34790	0.2999	0.8034	0.9728	0.9285	0.5678	0.7783	0.8709	0.2638	0.8328	0.8524	0.6074	0.8336	0.9049	0.8125	0.8683	0.789	0.8385	0.8086	0.8504
0.3251	71.0	35287	0.2878	0.8122	0.9739	0.9388	0.5651	0.7895	0.8742	0.2668	0.8408	0.8597	0.6037	0.8424	0.9118	0.8153	0.8671	0.8058	0.8527	0.8156	0.8594
0.3365	72.0	35784	0.2863	0.8186	0.975	0.9311	0.5277	0.7989	0.8735	0.2669	0.8466	0.8655	0.5556	0.8494	0.9095	0.8239	0.8717	0.8151	0.8669	0.8167	0.8578
0.3858	73.0	36281	0.2893	0.8059	0.9762	0.9453	0.6027	0.7838	0.8725	0.2632	0.8313	0.851	0.6148	0.834	0.9075	0.8034	0.8533	0.7979	0.8432	0.8164	0.8564
0.332	74.0	36778	0.2924	0.8001	0.9749	0.932	0.5269	0.7763	0.8744	0.2619	0.8306	0.8509	0.5963	0.8319	0.9105	0.7934	0.8508	0.7928	0.8453	0.8142	0.8566
0.3695	75.0	37275	0.2981	0.7908	0.9733	0.9406	0.6472	0.7668	0.8682	0.2576	0.8239	0.8444	0.6741	0.8272	0.9056	0.7787	0.8458	0.7806	0.8318	0.813	0.8555
0.3426	76.0	37772	0.2910	0.8025	0.976	0.9454	0.5927	0.7767	0.8696	0.2629	0.8301	0.8486	0.6333	0.8284	0.9033	0.796	0.8525	0.801	0.8446	0.8104	0.8488
0.3648	77.0	38269	0.2934	0.8022	0.9757	0.9364	0.5568	0.7784	0.8758	0.262	0.83	0.8495	0.5741	0.8313	0.9082	0.8057	0.855	0.7856	0.8378	0.8151	0.8557
0.3297	78.0	38766	0.2876	0.8024	0.9741	0.9345	0.5508	0.7776	0.8672	0.2641	0.8337	0.8525	0.5963	0.8354	0.9033	0.8135	0.8696	0.7842	0.8345	0.8096	0.8533
0.3073	79.0	39263	0.2908	0.7972	0.9744	0.9336	0.5151	0.774	0.8625	0.2614	0.8308	0.8497	0.5593	0.8321	0.9046	0.7974	0.8533	0.7877	0.8426	0.8067	0.8533
0.3344	80.0	39760	0.2875	0.8117	0.9759	0.9428	0.5776	0.7911	0.8606	0.2654	0.8377	0.8579	0.6296	0.8411	0.9007	0.8301	0.8733	0.7952	0.8459	0.8099	0.8545
0.3685	81.0	40257	0.2772	0.8126	0.9758	0.9423	0.5822	0.789	0.8684	0.2662	0.8394	0.8602	0.6556	0.8437	0.9065	0.8096	0.8633	0.8124	0.8554	0.8158	0.8619
0.2902	82.0	40754	0.2788	0.819	0.9781	0.9427	0.5999	0.7977	0.8648	0.2697	0.8467	0.8666	0.663	0.8506	0.9062	0.8376	0.8854	0.805	0.852	0.8144	0.8625
0.3966	83.0	41251	0.2765	0.8102	0.9761	0.9435	0.5882	0.7886	0.8663	0.2643	0.8392	0.8602	0.6185	0.8445	0.9082	0.8203	0.8712	0.7966	0.848	0.8138	0.8613
0.3342	84.0	41748	0.2739	0.8191	0.9752	0.9378	0.6227	0.7937	0.8745	0.2685	0.8471	0.8671	0.6519	0.8492	0.9124	0.8338	0.8871	0.8083	0.8527	0.8151	0.8615
0.3436	85.0	42245	0.2712	0.8172	0.9744	0.936	0.5696	0.7935	0.8701	0.2724	0.8482	0.8667	0.5889	0.8498	0.9085	0.8306	0.8879	0.8067	0.8534	0.8143	0.8588
0.3471	86.0	42742	0.2875	0.8035	0.9747	0.9329	0.5649	0.782	0.8636	0.2677	0.8357	0.8558	0.5926	0.839	0.9056	0.7945	0.8567	0.8054	0.8547	0.8105	0.8561
0.3634	87.0	43239	0.2771	0.8064	0.9744	0.943	0.6037	0.7834	0.8621	0.2647	0.8381	0.859	0.6889	0.8405	0.9056	0.8139	0.8725	0.7961	0.8459	0.8091	0.8586
0.4127	88.0	43736	0.2866	0.8145	0.9745	0.9339	0.6404	0.7888	0.8717	0.2687	0.8413	0.8615	0.6741	0.8401	0.9127	0.8139	0.8646	0.8164	0.8622	0.8133	0.8576
0.3006	89.0	44233	0.2693	0.8233	0.9763	0.9441	0.5293	0.7988	0.8769	0.2698	0.8511	0.8712	0.5852	0.8544	0.916	0.8279	0.8817	0.8222	0.8649	0.8198	0.867
0.3412	90.0	44730	0.2704	0.8148	0.9758	0.9385	0.5593	0.7916	0.8803	0.2695	0.8445	0.8644	0.5889	0.8482	0.9176	0.8101	0.8683	0.8105	0.8554	0.8238	0.8695
0.3758	91.0	45227	0.2788	0.8139	0.974	0.9398	0.5931	0.7891	0.8736	0.2677	0.8411	0.8612	0.6185	0.8436	0.9144	0.8309	0.88	0.7951	0.8399	0.8157	0.8639
0.3958	92.0	45724	0.2758	0.8193	0.9739	0.9445	0.5211	0.7955	0.8786	0.2683	0.8482	0.8666	0.5407	0.8489	0.9173	0.8155	0.8712	0.8213	0.8628	0.8211	0.8658
0.32	93.0	46221	0.2881	0.8099	0.9748	0.9427	0.5685	0.7876	0.8662	0.2661	0.8395	0.8585	0.5889	0.8397	0.9069	0.8094	0.8683	0.8098	0.8534	0.8105	0.8537
0.3103	94.0	46718	0.2664	0.8244	0.9749	0.942	0.5946	0.7981	0.8915	0.2718	0.8537	0.8728	0.6185	0.8519	0.9255	0.8256	0.8871	0.8184	0.8615	0.8292	0.8697
0.3397	95.0	47215	0.2733	0.8167	0.9756	0.9428	0.5692	0.7916	0.8828	0.2687	0.8476	0.867	0.5852	0.8487	0.9216	0.8064	0.8696	0.8192	0.8628	0.8247	0.8686
0.3209	96.0	47712	0.2639	0.8221	0.9771	0.9471	0.58	0.7982	0.8796	0.2697	0.8523	0.8721	0.6	0.8547	0.9199	0.8215	0.8804	0.8216	0.8669	0.8231	0.8691
0.2894	97.0	48209	0.2790	0.8125	0.9721	0.9391	0.5904	0.7869	0.8772	0.2681	0.845	0.8648	0.6519	0.8432	0.9186	0.8034	0.8671	0.818	0.8655	0.8161	0.8619
0.3778	98.0	48706	0.2775	0.8211	0.9747	0.9419	0.6044	0.7953	0.8719	0.2704	0.8505	0.8707	0.6259	0.8518	0.9147	0.8306	0.8858	0.8171	0.8649	0.8156	0.8615
0.2906	99.0	49203	0.2749	0.8189	0.9721	0.9453	0.6324	0.7954	0.8794	0.2697	0.8478	0.8689	0.6556	0.8502	0.9225	0.816	0.8754	0.8175	0.8608	0.8231	0.8705
0.3603	100.0	49700	0.2546	0.8404	0.9737	0.9498	0.6385	0.8182	0.8918	0.2744	0.8658	0.8874	0.6481	0.8718	0.9327	0.8346	0.8904	0.8473	0.8851	0.8392	0.8867
0.3133	101.0	50197	0.2667	0.8239	0.9743	0.9464	0.6254	0.7987	0.8855	0.2704	0.8525	0.873	0.6333	0.8551	0.9245	0.8213	0.8775	0.8206	0.8662	0.8297	0.8752
0.3283	102.0	50694	0.2679	0.8229	0.9752	0.9438	0.5815	0.8	0.8806	0.2694	0.8516	0.8714	0.6	0.8537	0.9212	0.8234	0.8821	0.8222	0.8635	0.8231	0.8686
0.386	103.0	51191	0.2582	0.8259	0.9758	0.9493	0.6279	0.8041	0.8881	0.269	0.8565	0.8769	0.637	0.8615	0.9281	0.8282	0.8879	0.8125	0.8608	0.8371	0.882
0.3479	104.0	51688	0.2582	0.8331	0.977	0.9502	0.6087	0.8106	0.8895	0.2718	0.8583	0.8782	0.6333	0.8598	0.9281	0.839	0.8908	0.8268	0.8676	0.8337	0.8762
0.3243	105.0	52185	0.2623	0.8249	0.9754	0.9501	0.5876	0.8008	0.8873	0.2684	0.8498	0.8707	0.6111	0.8525	0.9255	0.8266	0.8838	0.8192	0.8554	0.829	0.8729
0.3154	106.0	52682	0.2579	0.8283	0.9749	0.9501	0.6057	0.8047	0.8851	0.2715	0.8565	0.8765	0.6259	0.8593	0.9225	0.8374	0.8942	0.8193	0.8628	0.8282	0.8725
0.2914	107.0	53179	0.2565	0.8352	0.9753	0.9501	0.6497	0.8115	0.8931	0.2749	0.863	0.8831	0.6815	0.8657	0.9297	0.8415	0.9008	0.8277	0.8682	0.8365	0.8801
0.3473	108.0	53676	0.2450	0.8395	0.9762	0.9489	0.6572	0.8161	0.8922	0.2754	0.8654	0.8859	0.6815	0.8698	0.9301	0.8325	0.89	0.8466	0.8858	0.8393	0.882
0.384	109.0	54173	0.2539	0.833	0.9749	0.949	0.6483	0.8088	0.8922	0.2744	0.8614	0.8815	0.6741	0.8639	0.9297	0.8249	0.8871	0.8381	0.8784	0.8359	0.8789
0.3305	110.0	54670	0.2531	0.8347	0.9749	0.9468	0.6547	0.8122	0.887	0.2735	0.8623	0.8823	0.6815	0.8646	0.9275	0.837	0.8933	0.8344	0.8764	0.8327	0.8771
0.3605	111.0	55167	0.2603	0.8242	0.975	0.9438	0.6559	0.7993	0.8837	0.2708	0.8524	0.8723	0.6704	0.8523	0.9242	0.8196	0.8817	0.8274	0.8662	0.8256	0.8689
0.3619	112.0	55664	0.2619	0.8275	0.9749	0.9432	0.602	0.8052	0.8851	0.272	0.8555	0.8756	0.6259	0.8569	0.9242	0.8126	0.8758	0.8418	0.8804	0.8282	0.8705
0.316	113.0	56161	0.2556	0.838	0.9745	0.9406	0.5791	0.813	0.8941	0.2761	0.8642	0.8839	0.6037	0.8666	0.9281	0.8417	0.8983	0.8392	0.8777	0.8331	0.8756
0.3866	114.0	56658	0.2598	0.8316	0.9748	0.9501	0.6001	0.8079	0.8903	0.2721	0.859	0.8793	0.6259	0.8627	0.9281	0.83	0.8879	0.8308	0.8716	0.834	0.8783
0.3286	115.0	57155	0.2559	0.8322	0.9743	0.9438	0.6443	0.8093	0.8871	0.275	0.8612	0.8819	0.6815	0.8633	0.9268	0.833	0.8908	0.8346	0.8804	0.829	0.8746
0.3426	116.0	57652	0.2460	0.8415	0.9745	0.951	0.6393	0.8201	0.8886	0.277	0.8694	0.8891	0.6741	0.8725	0.9291	0.8487	0.9017	0.8397	0.8858	0.8361	0.8799
0.2929	117.0	58149	0.2543	0.8353	0.975	0.9493	0.6374	0.8107	0.8921	0.2756	0.8625	0.8821	0.6667	0.8635	0.9284	0.838	0.8958	0.8345	0.875	0.8333	0.8756
0.3005	118.0	58646	0.2581	0.8353	0.973	0.9475	0.6437	0.8118	0.8875	0.2756	0.8639	0.8836	0.6852	0.8641	0.9255	0.8381	0.895	0.8386	0.8838	0.8291	0.8721
0.3204	119.0	59143	0.2562	0.8357	0.9737	0.9467	0.654	0.8129	0.8918	0.2744	0.8632	0.8838	0.6889	0.8649	0.9291	0.8379	0.8979	0.8334	0.877	0.8357	0.8766
0.2963	120.0	59640	0.2564	0.837	0.9716	0.9483	0.6423	0.8137	0.8903	0.2768	0.8657	0.8858	0.6852	0.8673	0.9275	0.8339	0.8946	0.8412	0.8872	0.836	0.8758
0.315	121.0	60137	0.2603	0.8344	0.9742	0.9529	0.6394	0.8115	0.8882	0.2748	0.8601	0.8805	0.6852	0.8623	0.9255	0.8338	0.89	0.8364	0.877	0.833	0.8746
0.302	122.0	60634	0.2589	0.8341	0.9743	0.9516	0.6341	0.811	0.89	0.2745	0.8594	0.8792	0.6741	0.8607	0.9271	0.8307	0.8871	0.8371	0.8757	0.8345	0.8748
0.2959	123.0	61131	0.2576	0.8406	0.9735	0.9514	0.6381	0.8193	0.8881	0.2766	0.8655	0.8857	0.6852	0.8678	0.9252	0.8434	0.8971	0.844	0.8851	0.8345	0.8748
0.3084	124.0	61628	0.2569	0.8335	0.9727	0.9493	0.6493	0.8104	0.8865	0.2749	0.8621	0.8821	0.6963	0.8633	0.9252	0.8289	0.8888	0.8422	0.8838	0.8295	0.8736
0.3215	125.0	62125	0.2470	0.8465	0.9736	0.9527	0.6353	0.8227	0.8917	0.2782	0.8729	0.8916	0.6778	0.873	0.9294	0.8532	0.9054	0.8507	0.8919	0.8356	0.8773
0.3459	126.0	62622	0.2537	0.8424	0.9725	0.9514	0.6356	0.819	0.8904	0.2765	0.8678	0.8873	0.6778	0.8688	0.9278	0.8485	0.9029	0.8443	0.8831	0.8343	0.876
0.3005	127.0	63119	0.2558	0.8395	0.9724	0.9507	0.639	0.8148	0.8896	0.2762	0.8653	0.8853	0.6815	0.866	0.9275	0.8397	0.8954	0.8474	0.8865	0.8314	0.874
0.33	128.0	63616	0.2554	0.8376	0.9732	0.9494	0.6332	0.815	0.8874	0.2755	0.8639	0.8846	0.6815	0.8664	0.9242	0.8403	0.8975	0.8429	0.8831	0.8297	0.873
0.3619	129.0	64113	0.2511	0.8402	0.9735	0.9505	0.6381	0.8173	0.8905	0.2761	0.8652	0.8861	0.6852	0.8686	0.9268	0.8417	0.8979	0.8452	0.8831	0.8338	0.8771
0.3399	130.0	64610	0.2572	0.8414	0.9737	0.9475	0.6413	0.819	0.8885	0.2766	0.866	0.8873	0.6889	0.87	0.9265	0.8411	0.8971	0.8482	0.8872	0.8349	0.8775
0.3263	131.0	65107	0.2516	0.8462	0.9736	0.952	0.6453	0.8235	0.8899	0.2779	0.8702	0.8911	0.6926	0.8734	0.9281	0.8515	0.905	0.8513	0.8899	0.8358	0.8785
0.4027	132.0	65604	0.2576	0.8388	0.974	0.9478	0.6458	0.8154	0.8912	0.276	0.864	0.8852	0.6963	0.8669	0.9284	0.8361	0.8929	0.8468	0.8845	0.8335	0.8781
0.3538	133.0	66101	0.2542	0.8395	0.9744	0.9523	0.6461	0.8147	0.8912	0.2744	0.8645	0.8858	0.6926	0.8675	0.9291	0.8426	0.8983	0.8422	0.8804	0.8338	0.8785
0.343	134.0	66598	0.2537	0.8427	0.9745	0.9494	0.6509	0.8187	0.8922	0.2776	0.8668	0.8879	0.6963	0.8698	0.9281	0.8454	0.9004	0.8477	0.8851	0.835	0.8781
0.3437	135.0	67095	0.2553	0.837	0.9735	0.9522	0.6453	0.812	0.8932	0.2743	0.8621	0.8833	0.7	0.8649	0.9294	0.8379	0.8946	0.8384	0.8757	0.8346	0.8795
0.3191	136.0	67592	0.2533	0.8403	0.9743	0.9537	0.6432	0.8161	0.8924	0.2762	0.8655	0.8867	0.7	0.8689	0.9301	0.8405	0.8963	0.8444	0.8831	0.8359	0.8809
0.2703	137.0	68089	0.2517	0.8447	0.9745	0.9502	0.6489	0.8212	0.8923	0.2778	0.8696	0.8904	0.7	0.8725	0.9288	0.8493	0.9025	0.8503	0.8892	0.8345	0.8795
0.3368	138.0	68586	0.2566	0.8415	0.9744	0.9517	0.6522	0.8164	0.8933	0.2773	0.8667	0.8882	0.7	0.8698	0.9301	0.8445	0.9013	0.8449	0.8838	0.835	0.8797
0.3349	139.0	69083	0.2535	0.8433	0.974	0.9496	0.6461	0.8189	0.8923	0.2771	0.8687	0.8896	0.7	0.8716	0.9291	0.8499	0.9029	0.8458	0.8865	0.8341	0.8795
0.3506	140.0	69580	0.2544	0.8392	0.9741	0.9446	0.6477	0.8133	0.8906	0.276	0.8651	0.8864	0.6963	0.8675	0.9281	0.8442	0.9	0.8419	0.8824	0.8316	0.8768
0.2516	141.0	70077	0.2547	0.8396	0.9746	0.9467	0.6482	0.8137	0.8923	0.2765	0.8657	0.8865	0.7	0.8675	0.9291	0.842	0.8988	0.8435	0.8831	0.8334	0.8777
0.3806	142.0	70574	0.2534	0.8412	0.9743	0.9476	0.6482	0.8154	0.8919	0.2761	0.8667	0.8876	0.7	0.8688	0.9291	0.8471	0.9017	0.8424	0.8831	0.8341	0.8781
0.3265	143.0	71071	0.2540	0.8399	0.9749	0.947	0.6483	0.8144	0.8924	0.2757	0.8649	0.8858	0.7	0.867	0.9291	0.8432	0.8983	0.8429	0.8811	0.8336	0.8781
0.3172	144.0	71568	0.2530	0.8415	0.975	0.9472	0.6483	0.8166	0.8917	0.2761	0.8667	0.8878	0.7	0.8695	0.9288	0.8465	0.9008	0.8439	0.8838	0.8339	0.8787
0.2982	145.0	72065	0.2529	0.8415	0.9749	0.947	0.6483	0.8166	0.8929	0.276	0.8665	0.8876	0.7	0.869	0.9297	0.8465	0.9017	0.8429	0.8818	0.8351	0.8793
0.3044	146.0	72562	0.2533	0.8411	0.9749	0.9481	0.6517	0.8165	0.8926	0.2756	0.8659	0.8869	0.7037	0.8686	0.9294	0.8451	0.9	0.8428	0.8811	0.8355	0.8797
0.3472	147.0	73059	0.2538	0.8403	0.9749	0.9481	0.6517	0.8156	0.8924	0.2753	0.8651	0.8862	0.7037	0.8677	0.9294	0.8435	0.8983	0.8429	0.8811	0.8344	0.8793
0.2867	148.0	73556	0.2537	0.8412	0.9751	0.9482	0.6517	0.8166	0.8916	0.2757	0.8659	0.8869	0.7037	0.8686	0.9291	0.8461	0.9004	0.843	0.8811	0.8344	0.8793
0.2757	149.0	74053	0.2535	0.8412	0.9751	0.9482	0.6517	0.8166	0.8916	0.2757	0.8659	0.8869	0.7037	0.8686	0.9291	0.8461	0.9004	0.8431	0.8811	0.8344	0.8793
0.295	150.0	74550	0.2535	0.8412	0.9751	0.9482	0.6517	0.8166	0.8916	0.2757	0.8659	0.8869	0.7037	0.8686	0.9291	0.8461	0.9004	0.8431	0.8811	0.8344	0.8793

Framework versions

• Transformers 4.45.2
• Pytorch 2.4.1+cu121
• Datasets 2.19.2
• Tokenizers 0.20.0