chickens-composite-403232323232-150-epochs-w-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: 0.2394
• Map: 0.8413
• Map 50: 0.9641
• Map 75: 0.9341
• Map Small: 0.3268
• Map Medium: 0.8408
• Map Large: 0.8507
• Mar 1: 0.3376
• Mar 10: 0.8711
• Mar 100: 0.8749
• Mar Small: 0.3947
• Mar Medium: 0.8792
• Mar Large: 0.881
• Map Chicken: 0.8309
• Mar 100 Chicken: 0.8738
• Map Duck: 0.7956
• Mar 100 Duck: 0.8294
• Map Plant: 0.8973
• Mar 100 Plant: 0.9215

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
1.1267	1.0	1000	1.2143	0.2128	0.3053	0.2462	0.0212	0.1247	0.2574	0.1042	0.3253	0.3593	0.0767	0.3264	0.3725	0.1029	0.3376	0.0023	0.0036	0.5333	0.7365
1.1423	2.0	2000	1.0583	0.2633	0.384	0.2877	0.0549	0.1816	0.2767	0.1024	0.3946	0.4425	0.13	0.4032	0.4552	0.1457	0.5795	0.0	0.0	0.6442	0.7479
0.9168	3.0	3000	0.9335	0.3008	0.4485	0.341	0.0694	0.2511	0.3019	0.1107	0.4104	0.4208	0.1154	0.3965	0.4023	0.2437	0.534	0.0	0.0	0.6588	0.7284
0.8732	4.0	4000	0.8630	0.3268	0.4634	0.3815	0.0599	0.2883	0.3552	0.1214	0.4573	0.49	0.1374	0.4629	0.5136	0.2845	0.7165	0.0	0.0	0.6958	0.7536
0.7036	5.0	5000	0.7595	0.3359	0.4642	0.3931	0.0739	0.2912	0.3764	0.1255	0.4737	0.5037	0.1679	0.4693	0.5219	0.2899	0.7404	0.0	0.0	0.7178	0.7707
0.979	6.0	6000	0.7069	0.3728	0.5214	0.4438	0.0768	0.3332	0.4012	0.1296	0.4833	0.4882	0.1172	0.4582	0.5065	0.4058	0.7012	0.0	0.0	0.7125	0.7633
0.7254	7.0	7000	0.6566	0.3939	0.5385	0.4648	0.0613	0.3571	0.4192	0.1369	0.4969	0.5026	0.153	0.4737	0.5184	0.4487	0.7254	0.0	0.0	0.7331	0.7825
0.6696	8.0	8000	0.6276	0.4213	0.5797	0.5037	0.0573	0.3791	0.4437	0.1378	0.4964	0.4996	0.1033	0.467	0.5195	0.5311	0.7203	0.0	0.0	0.7327	0.7786
0.6583	9.0	9000	0.6021	0.4331	0.5873	0.5108	0.0796	0.3986	0.4557	0.1397	0.5046	0.5091	0.1539	0.478	0.5262	0.5463	0.7264	0.0	0.0	0.7528	0.8009
0.5876	10.0	10000	0.5796	0.4447	0.6032	0.5274	0.1098	0.4084	0.4701	0.1426	0.5064	0.5112	0.1833	0.4843	0.5263	0.5865	0.7376	0.0	0.0	0.7475	0.7961
0.4736	11.0	11000	0.5645	0.4457	0.6013	0.5331	0.1092	0.4073	0.4769	0.1397	0.5073	0.5115	0.2014	0.4811	0.5278	0.5734	0.7258	0.0	0.0	0.7638	0.8087
0.6139	12.0	12000	0.5577	0.4428	0.5984	0.5244	0.0509	0.4043	0.4745	0.1392	0.5128	0.5177	0.1709	0.4876	0.5341	0.5648	0.7408	0.0	0.0	0.7636	0.8124
0.7356	13.0	13000	0.5289	0.4651	0.6128	0.5378	0.048	0.4393	0.489	0.146	0.5238	0.5272	0.1102	0.5075	0.5375	0.6242	0.762	0.0	0.0	0.7711	0.8197
0.5112	14.0	14000	0.5340	0.4658	0.6239	0.5556	0.0889	0.4309	0.4849	0.1444	0.5135	0.5164	0.1865	0.4892	0.5316	0.6346	0.7404	0.0	0.0	0.7627	0.8087
0.5302	15.0	15000	0.5103	0.478	0.6328	0.5738	0.0727	0.4478	0.4967	0.1478	0.5216	0.5244	0.2081	0.498	0.54	0.6635	0.7571	0.0	0.0	0.7705	0.816
0.4855	16.0	16000	0.5183	0.5038	0.6727	0.6016	0.1285	0.4726	0.5257	0.1738	0.5454	0.5486	0.2061	0.5213	0.5649	0.6608	0.7408	0.0921	0.0928	0.7587	0.8121
0.4891	17.0	17000	0.4886	0.6311	0.8473	0.7764	0.1735	0.612	0.6078	0.2544	0.6734	0.6769	0.2801	0.6651	0.6446	0.676	0.7467	0.4514	0.4758	0.7659	0.8082
0.5348	18.0	18000	0.4468	0.6909	0.8959	0.8328	0.1362	0.6815	0.6633	0.2864	0.733	0.7378	0.2592	0.7358	0.701	0.7055	0.7714	0.586	0.6165	0.7811	0.8256
0.5136	19.0	19000	0.4364	0.6945	0.9219	0.8428	0.1052	0.6706	0.73	0.2905	0.7425	0.7467	0.254	0.7333	0.7721	0.6837	0.7541	0.6198	0.6603	0.78	0.8256
0.7763	20.0	20000	0.4125	0.7082	0.9235	0.8439	0.115	0.6876	0.729	0.2988	0.7549	0.7599	0.2393	0.7483	0.7776	0.6954	0.763	0.6381	0.6794	0.791	0.8374
0.531	21.0	21000	0.4182	0.7035	0.9164	0.8414	0.1179	0.6748	0.7277	0.297	0.7502	0.7537	0.2354	0.7369	0.7777	0.6977	0.7618	0.6212	0.6639	0.7917	0.8354
0.5738	22.0	22000	0.4124	0.704	0.924	0.852	0.1622	0.6842	0.7077	0.2951	0.7477	0.7512	0.2837	0.7373	0.7539	0.6921	0.7501	0.6329	0.6696	0.787	0.8338
0.4659	23.0	23000	0.3881	0.7229	0.9359	0.8721	0.1295	0.6982	0.7482	0.3033	0.7637	0.7699	0.3028	0.7558	0.7945	0.7215	0.7793	0.6537	0.6887	0.7935	0.8418
0.476	24.0	24000	0.4041	0.6974	0.9329	0.8277	0.1692	0.6708	0.7309	0.2946	0.7399	0.7446	0.2606	0.7272	0.7784	0.6745	0.7354	0.6167	0.6562	0.8008	0.8422
0.4144	25.0	25000	0.3697	0.7384	0.9476	0.8756	0.1688	0.7133	0.7618	0.3101	0.7763	0.7809	0.2761	0.7666	0.8109	0.7223	0.773	0.6905	0.7237	0.8024	0.846
0.6979	26.0	26000	0.3699	0.7347	0.9514	0.8711	0.1661	0.7181	0.73	0.3042	0.7751	0.7798	0.274	0.7739	0.7747	0.7269	0.7813	0.6696	0.7113	0.8076	0.8469
0.5105	27.0	27000	0.3672	0.7439	0.9498	0.8953	0.1973	0.7226	0.7565	0.3107	0.7836	0.7882	0.3234	0.7824	0.7989	0.7272	0.7801	0.7013	0.7397	0.8031	0.845
0.4635	28.0	28000	0.3588	0.7511	0.9547	0.8886	0.246	0.7298	0.7617	0.3085	0.7913	0.7971	0.3761	0.7844	0.8112	0.7263	0.7821	0.7119	0.7521	0.815	0.8571
0.5447	29.0	29000	0.4269	0.7002	0.9507	0.8595	0.2218	0.6811	0.7176	0.2901	0.7457	0.75	0.3412	0.7405	0.7706	0.6529	0.7137	0.6597	0.7052	0.7882	0.8313
0.3582	30.0	30000	0.3582	0.7525	0.9477	0.8899	0.1913	0.7345	0.7843	0.3133	0.791	0.7963	0.3302	0.785	0.8261	0.7305	0.7865	0.7022	0.7356	0.8248	0.8668
0.5428	31.0	31000	0.3839	0.7306	0.9549	0.8861	0.157	0.707	0.7562	0.3038	0.772	0.7767	0.291	0.7621	0.8003	0.7048	0.766	0.6953	0.7356	0.7918	0.8285
0.4257	32.0	32000	0.3435	0.7691	0.9579	0.8979	0.1462	0.7552	0.7886	0.3172	0.806	0.8112	0.2958	0.8032	0.8352	0.7551	0.8058	0.732	0.7675	0.8203	0.8601
0.4555	33.0	33000	0.3404	0.7594	0.9571	0.9004	0.1775	0.7488	0.7696	0.3116	0.7999	0.8043	0.2972	0.7983	0.8178	0.7524	0.8014	0.7026	0.7495	0.8232	0.8622
0.4041	34.0	34000	0.3376	0.7636	0.9597	0.8954	0.2114	0.7438	0.7815	0.3155	0.8009	0.8066	0.335	0.7991	0.8226	0.754	0.8028	0.7136	0.7562	0.8233	0.8608
0.4214	35.0	35000	0.3321	0.763	0.9569	0.9045	0.2104	0.7405	0.7754	0.3153	0.8026	0.8058	0.3039	0.7932	0.8216	0.7431	0.8006	0.7167	0.7521	0.8291	0.8648
0.4448	36.0	36000	0.3371	0.7682	0.9618	0.9098	0.2417	0.7433	0.7862	0.3155	0.8044	0.8084	0.33	0.7944	0.8259	0.755	0.799	0.7253	0.7613	0.8242	0.8648
0.4959	37.0	37000	0.3453	0.7548	0.9564	0.9069	0.1768	0.7334	0.7937	0.3097	0.7944	0.7977	0.3251	0.7796	0.8376	0.7553	0.8038	0.701	0.7371	0.8082	0.8521
0.4388	38.0	38000	0.3390	0.7615	0.961	0.9044	0.1391	0.7481	0.7754	0.311	0.7998	0.8038	0.277	0.7954	0.8243	0.7523	0.8012	0.7146	0.7531	0.8175	0.8572
0.364	39.0	39000	0.3301	0.7624	0.95	0.8996	0.1968	0.758	0.7724	0.3122	0.8012	0.8046	0.2741	0.8034	0.8187	0.7593	0.8119	0.7028	0.7371	0.825	0.8649
0.4423	40.0	40000	0.3265	0.7682	0.951	0.8942	0.1885	0.7628	0.7604	0.3178	0.8099	0.8139	0.3056	0.8098	0.8128	0.7557	0.8115	0.7204	0.7577	0.8285	0.8726
0.3772	41.0	41000	0.3485	0.7493	0.9639	0.9004	0.2278	0.7341	0.7674	0.3049	0.7884	0.7944	0.3943	0.7842	0.8144	0.7131	0.7694	0.7034	0.7443	0.8314	0.8694
0.4682	42.0	42000	0.3570	0.7437	0.9572	0.894	0.2024	0.7235	0.7549	0.3045	0.782	0.7869	0.331	0.7728	0.8017	0.7434	0.794	0.6911	0.7299	0.7965	0.837
0.4829	43.0	43000	0.3295	0.7733	0.9559	0.9061	0.2047	0.7635	0.7853	0.3174	0.8091	0.8123	0.2933	0.8077	0.8238	0.77	0.8153	0.7311	0.767	0.8189	0.8546
0.4646	44.0	44000	0.3219	0.7697	0.9622	0.9075	0.2313	0.756	0.7799	0.3135	0.808	0.8135	0.367	0.8049	0.8236	0.7647	0.8129	0.7122	0.7577	0.8321	0.87
0.3236	45.0	45000	0.3212	0.7713	0.961	0.9025	0.2236	0.7623	0.7637	0.3156	0.8108	0.8148	0.3744	0.8115	0.8092	0.7576	0.8139	0.7256	0.7624	0.8307	0.8683
0.3759	46.0	46000	0.3281	0.756	0.9604	0.8943	0.2171	0.7466	0.7606	0.3069	0.7945	0.8001	0.3131	0.7971	0.8076	0.7556	0.8042	0.6797	0.7237	0.8326	0.8725
0.3627	47.0	47000	0.3181	0.7674	0.9546	0.9086	0.2258	0.7583	0.7736	0.3161	0.8091	0.8149	0.3537	0.8108	0.8225	0.7595	0.8161	0.7131	0.7577	0.8297	0.8709
0.4146	48.0	48000	0.3072	0.7807	0.9641	0.9209	0.2599	0.7662	0.8023	0.3178	0.8212	0.8257	0.3962	0.8184	0.8447	0.7758	0.8249	0.7334	0.7758	0.833	0.8763
0.4113	49.0	49000	0.3452	0.74	0.9649	0.8877	0.258	0.7318	0.7372	0.3014	0.7885	0.793	0.374	0.784	0.7922	0.7012	0.7678	0.6958	0.7443	0.8229	0.867
0.4146	50.0	50000	0.3091	0.7822	0.9588	0.9016	0.2296	0.7753	0.7786	0.3203	0.82	0.8255	0.3581	0.8178	0.8262	0.772	0.8284	0.7344	0.7716	0.8404	0.8766
0.3777	51.0	51000	0.3168	0.7772	0.9559	0.9072	0.1974	0.7684	0.7844	0.3203	0.8163	0.8209	0.2859	0.816	0.8346	0.7685	0.8183	0.7287	0.7696	0.8343	0.8747
0.3417	52.0	52000	0.3135	0.7745	0.958	0.9068	0.2364	0.7548	0.804	0.3164	0.8137	0.8183	0.3284	0.8071	0.8433	0.7776	0.828	0.7113	0.7515	0.8347	0.8754
0.4088	53.0	53000	0.3145	0.7689	0.9569	0.9183	0.2712	0.7593	0.7631	0.3134	0.8108	0.8147	0.3583	0.8093	0.8093	0.7593	0.8117	0.7116	0.7557	0.8358	0.8767
0.4384	54.0	54000	0.2973	0.7848	0.9618	0.9157	0.2523	0.7746	0.7875	0.3201	0.8243	0.8284	0.3324	0.8227	0.8343	0.768	0.8203	0.7407	0.782	0.8456	0.8828
0.3848	55.0	55000	0.3071	0.7806	0.9572	0.911	0.2747	0.7711	0.7916	0.3205	0.8198	0.8234	0.3651	0.8158	0.8349	0.7773	0.8288	0.7303	0.767	0.834	0.8744
0.4163	56.0	56000	0.3055	0.7775	0.9568	0.9054	0.2209	0.7647	0.784	0.3201	0.8194	0.8221	0.3228	0.8135	0.8257	0.7653	0.8181	0.7328	0.7789	0.8343	0.8694
0.4013	57.0	57000	0.3098	0.7777	0.9568	0.9094	0.2633	0.764	0.8032	0.3181	0.8165	0.8202	0.3683	0.8118	0.8402	0.7674	0.8219	0.7292	0.7696	0.8365	0.8691
0.2877	58.0	58000	0.2941	0.7872	0.9582	0.9177	0.2115	0.781	0.7936	0.3202	0.8214	0.8249	0.2915	0.8268	0.8291	0.7804	0.8294	0.7313	0.7629	0.8499	0.8825
0.4487	59.0	59000	0.2830	0.7979	0.9649	0.9219	0.2545	0.7887	0.8174	0.322	0.835	0.8389	0.377	0.8374	0.8519	0.7902	0.8378	0.7438	0.7881	0.8597	0.8907
0.3549	60.0	60000	0.3007	0.7947	0.9604	0.9171	0.3052	0.7754	0.8257	0.3241	0.8311	0.8339	0.3913	0.8184	0.8606	0.7931	0.8414	0.7457	0.783	0.8452	0.8771
0.3725	61.0	61000	0.3180	0.7636	0.9581	0.9079	0.2728	0.7514	0.7981	0.3094	0.8045	0.8077	0.3622	0.798	0.8388	0.7511	0.8074	0.701	0.7433	0.8388	0.8723
0.3535	62.0	62000	0.3056	0.7781	0.962	0.9129	0.2116	0.7632	0.8043	0.3189	0.8165	0.8191	0.3281	0.8074	0.8377	0.7639	0.8173	0.7345	0.7686	0.8359	0.8713
0.4038	63.0	63000	0.2947	0.7899	0.9584	0.9148	0.2826	0.7853	0.8087	0.3239	0.8263	0.8289	0.3443	0.8273	0.8401	0.7778	0.8282	0.7416	0.7784	0.8502	0.8802
0.4424	64.0	64000	0.2922	0.7939	0.9606	0.9113	0.241	0.7862	0.817	0.3225	0.8305	0.8342	0.3485	0.8289	0.8462	0.7892	0.8402	0.742	0.7804	0.8505	0.882
0.3878	65.0	65000	0.2872	0.799	0.9605	0.9221	0.2855	0.7922	0.8179	0.3216	0.8324	0.8358	0.3819	0.8297	0.8544	0.7892	0.837	0.7498	0.7809	0.858	0.8895
0.3628	66.0	66000	0.2975	0.7879	0.9592	0.9135	0.2664	0.7765	0.8108	0.3237	0.8232	0.8273	0.3577	0.8191	0.8456	0.791	0.8364	0.7272	0.7655	0.8456	0.8799
0.3657	67.0	67000	0.2714	0.8096	0.9656	0.9242	0.2913	0.799	0.8191	0.3297	0.8438	0.8486	0.4078	0.8418	0.8561	0.8102	0.8543	0.7621	0.8036	0.8566	0.8879
0.3254	68.0	68000	0.2934	0.793	0.9615	0.919	0.2837	0.7855	0.8032	0.3232	0.8291	0.8325	0.3423	0.8287	0.8382	0.7734	0.8199	0.7553	0.7948	0.8502	0.8828
0.4403	69.0	69000	0.2675	0.8138	0.9639	0.9218	0.2836	0.8104	0.8154	0.3296	0.8477	0.8539	0.4037	0.8523	0.856	0.8099	0.8592	0.7637	0.801	0.8677	0.9016
0.3707	70.0	70000	0.2790	0.8017	0.9582	0.923	0.2908	0.7982	0.8042	0.3243	0.8376	0.8421	0.398	0.8389	0.8458	0.8024	0.8515	0.7398	0.7809	0.8629	0.8939
0.3141	71.0	71000	0.2897	0.791	0.9656	0.9244	0.2887	0.7846	0.81	0.3221	0.8283	0.8329	0.3876	0.8297	0.8479	0.7686	0.8171	0.7479	0.7892	0.8564	0.8924
0.3931	72.0	72000	0.2896	0.7999	0.9558	0.9205	0.2829	0.7915	0.8152	0.3241	0.8333	0.8371	0.3537	0.8314	0.8531	0.7957	0.8416	0.7506	0.784	0.8534	0.8857
0.3108	73.0	73000	0.2754	0.8067	0.9674	0.9317	0.309	0.8031	0.802	0.3267	0.8413	0.8465	0.4119	0.8443	0.8441	0.7807	0.8288	0.7709	0.8124	0.8684	0.8983
0.3259	74.0	74000	0.2741	0.8073	0.9645	0.9314	0.2921	0.7985	0.8422	0.327	0.8429	0.8477	0.4056	0.8404	0.8717	0.8031	0.8497	0.7619	0.8031	0.857	0.8902
0.3673	75.0	75000	0.2774	0.8075	0.9697	0.9246	0.2445	0.8	0.822	0.3252	0.8427	0.8478	0.4028	0.8408	0.8602	0.7883	0.8348	0.7663	0.8098	0.8681	0.8988
0.3785	76.0	76000	0.2867	0.8005	0.962	0.9259	0.2625	0.7912	0.8152	0.3243	0.8353	0.8393	0.3776	0.8332	0.8547	0.789	0.8382	0.7507	0.7887	0.8619	0.8911
0.3441	77.0	77000	0.2762	0.8081	0.9584	0.9263	0.3086	0.802	0.8231	0.3269	0.8434	0.8469	0.3839	0.8449	0.8575	0.7948	0.8435	0.7573	0.7964	0.8721	0.9009
0.344	78.0	78000	0.2863	0.8003	0.9617	0.9286	0.2783	0.793	0.8183	0.3227	0.8338	0.8376	0.3869	0.8327	0.8544	0.785	0.8336	0.751	0.7866	0.8648	0.8926
0.339	79.0	79000	0.2687	0.8186	0.9613	0.9276	0.2672	0.8113	0.8268	0.3303	0.8499	0.8542	0.3919	0.85	0.8578	0.8079	0.8519	0.7733	0.8098	0.8747	0.901
0.2642	80.0	80000	0.2587	0.8227	0.9658	0.9254	0.2459	0.8182	0.8269	0.3321	0.8543	0.8583	0.39	0.8576	0.858	0.8123	0.8551	0.78	0.8165	0.8757	0.9033
0.3122	81.0	81000	0.2692	0.8148	0.9609	0.9193	0.2916	0.8076	0.8143	0.3303	0.8479	0.8517	0.3864	0.8495	0.851	0.8096	0.8557	0.7596	0.7974	0.8751	0.902
0.3475	82.0	82000	0.2805	0.797	0.9577	0.9257	0.2179	0.789	0.816	0.3231	0.8329	0.8366	0.3324	0.831	0.8536	0.7938	0.8421	0.7365	0.7789	0.8607	0.8888
0.4223	83.0	83000	0.2652	0.8082	0.9656	0.9314	0.2965	0.8025	0.8239	0.3252	0.8455	0.8485	0.3701	0.8477	0.8643	0.797	0.8447	0.7561	0.8005	0.8714	0.9003
0.3136	84.0	84000	0.2655	0.8157	0.9692	0.9236	0.3004	0.8136	0.8269	0.3272	0.85	0.8539	0.4066	0.8524	0.8615	0.8092	0.8573	0.7676	0.8031	0.8703	0.9012
0.2849	85.0	85000	0.2659	0.8126	0.9654	0.9284	0.2584	0.8039	0.8435	0.3268	0.8465	0.85	0.3664	0.8451	0.8762	0.7995	0.8459	0.7634	0.7995	0.8748	0.9045
0.3634	86.0	86000	0.2642	0.8194	0.9604	0.9231	0.2498	0.8143	0.8379	0.3308	0.8509	0.8538	0.2906	0.8519	0.8711	0.8109	0.8541	0.7685	0.8021	0.8789	0.9051
0.4086	87.0	87000	0.2655	0.8124	0.9649	0.924	0.3069	0.8076	0.8237	0.3279	0.8446	0.8484	0.3824	0.845	0.8606	0.7972	0.8421	0.7569	0.7938	0.8832	0.9095
0.3238	88.0	88000	0.2543	0.822	0.9675	0.9315	0.2809	0.8157	0.8393	0.3303	0.8551	0.8586	0.3553	0.8548	0.8723	0.8092	0.8541	0.7755	0.8144	0.8814	0.9073
0.465	89.0	89000	0.2690	0.818	0.9661	0.9275	0.3431	0.8111	0.8314	0.3274	0.8482	0.8524	0.4379	0.8484	0.8649	0.7979	0.8396	0.7725	0.8046	0.8835	0.913
0.37	90.0	90000	0.2602	0.8221	0.9593	0.9235	0.2761	0.8197	0.8417	0.3301	0.8531	0.8564	0.3389	0.8569	0.8744	0.8138	0.8584	0.7712	0.801	0.8813	0.9098
0.3063	91.0	91000	0.2617	0.8144	0.9619	0.9289	0.3302	0.8134	0.8147	0.3274	0.8485	0.8515	0.4172	0.8521	0.8532	0.8069	0.8575	0.7583	0.7902	0.8779	0.9068
0.2721	92.0	92000	0.2699	0.8123	0.961	0.9226	0.2827	0.8072	0.8225	0.3289	0.8461	0.8492	0.3659	0.848	0.86	0.8041	0.8467	0.7592	0.8	0.8736	0.9009
0.2704	93.0	93000	0.2531	0.8251	0.9587	0.9243	0.3119	0.8192	0.8461	0.3351	0.8579	0.8611	0.3758	0.8575	0.8786	0.8164	0.864	0.7768	0.8113	0.882	0.908
0.3274	94.0	94000	0.2599	0.8229	0.968	0.9292	0.3198	0.8176	0.8409	0.3306	0.8551	0.8583	0.4022	0.8564	0.8716	0.8147	0.8602	0.7744	0.8082	0.8797	0.9066
0.3198	95.0	95000	0.2561	0.8264	0.9661	0.9288	0.303	0.8232	0.8412	0.3327	0.859	0.8625	0.3882	0.8619	0.8739	0.8153	0.8628	0.7869	0.8191	0.8768	0.9057
0.3286	96.0	96000	0.2624	0.8178	0.9671	0.9258	0.3039	0.8123	0.8334	0.3303	0.8535	0.8567	0.3876	0.8552	0.87	0.817	0.8624	0.7705	0.8082	0.8658	0.8996
0.35	97.0	97000	0.2436	0.8304	0.9659	0.9291	0.3281	0.8274	0.8375	0.3336	0.866	0.8697	0.4291	0.8701	0.8707	0.8168	0.8644	0.7886	0.8299	0.8857	0.9147
0.3377	98.0	98000	0.2626	0.819	0.9551	0.921	0.294	0.8177	0.819	0.3325	0.8525	0.8559	0.3603	0.8563	0.8551	0.8114	0.8588	0.7658	0.8005	0.8798	0.9083
0.3617	99.0	99000	0.2673	0.8161	0.9609	0.9234	0.2854	0.8086	0.8305	0.3311	0.8506	0.8545	0.3632	0.8498	0.87	0.8023	0.8485	0.7725	0.8134	0.8736	0.9016
0.364	100.0	100000	0.2605	0.824	0.9626	0.9338	0.323	0.8195	0.8453	0.3306	0.8547	0.8589	0.4057	0.8573	0.8753	0.8203	0.861	0.7746	0.8093	0.8771	0.9064
0.3617	101.0	101000	0.2504	0.8272	0.9633	0.9247	0.2991	0.8225	0.8427	0.3337	0.859	0.8635	0.3882	0.8625	0.8814	0.8188	0.862	0.7768	0.8139	0.886	0.9146
0.2855	102.0	102000	0.2508	0.8213	0.9647	0.9329	0.3075	0.8192	0.8351	0.3294	0.8561	0.86	0.392	0.8619	0.8727	0.8165	0.865	0.7631	0.8031	0.8843	0.9118
0.3384	103.0	103000	0.2512	0.828	0.9619	0.934	0.3208	0.8276	0.8439	0.3343	0.8606	0.8646	0.4164	0.8657	0.8757	0.8158	0.8602	0.7848	0.8216	0.8833	0.9119
0.3331	104.0	104000	0.2545	0.8195	0.9621	0.9333	0.3061	0.8183	0.8263	0.331	0.8535	0.8564	0.4039	0.8573	0.8602	0.813	0.8569	0.7652	0.8052	0.8803	0.9071
0.3158	105.0	105000	0.2531	0.8304	0.9634	0.9254	0.2998	0.8263	0.8411	0.3356	0.8632	0.8671	0.3968	0.865	0.8794	0.8222	0.867	0.7788	0.8196	0.89	0.9148
0.301	106.0	106000	0.2596	0.8221	0.961	0.9276	0.2968	0.8191	0.8335	0.3325	0.8551	0.8587	0.3629	0.8586	0.8703	0.8082	0.8543	0.7767	0.8149	0.8815	0.9067
0.3579	107.0	107000	0.2434	0.8339	0.9647	0.9304	0.3098	0.832	0.8464	0.3344	0.8641	0.8685	0.3989	0.8705	0.877	0.8228	0.8678	0.7883	0.8227	0.8905	0.915
0.3682	108.0	108000	0.2440	0.8324	0.9624	0.9341	0.3185	0.8311	0.8428	0.3348	0.8644	0.8681	0.404	0.8697	0.8751	0.8208	0.8648	0.7831	0.8227	0.8932	0.9167
0.3234	109.0	109000	0.2532	0.8224	0.9605	0.9338	0.3491	0.8203	0.8253	0.3316	0.8569	0.8609	0.4301	0.8603	0.8643	0.8134	0.8622	0.7699	0.8108	0.884	0.9098
0.3412	110.0	110000	0.2400	0.8375	0.966	0.9346	0.3187	0.8398	0.8387	0.3368	0.8692	0.8733	0.4148	0.878	0.8725	0.829	0.8722	0.7912	0.8309	0.8923	0.9167
0.4866	111.0	111000	0.2558	0.8248	0.9649	0.9282	0.3024	0.8222	0.8365	0.3305	0.8537	0.8579	0.3818	0.858	0.8692	0.8161	0.8596	0.7728	0.8052	0.8855	0.9089
0.2781	112.0	112000	0.2461	0.8324	0.9616	0.9294	0.3114	0.8333	0.8408	0.3349	0.8623	0.8659	0.3745	0.8679	0.8706	0.8247	0.8686	0.7794	0.8124	0.893	0.9166
0.3233	113.0	113000	0.2467	0.8333	0.9634	0.9328	0.3187	0.8308	0.8462	0.3342	0.865	0.8689	0.4206	0.8696	0.8788	0.8201	0.867	0.7881	0.8222	0.8917	0.9176
0.2915	114.0	114000	0.2393	0.8366	0.9605	0.9276	0.3392	0.8387	0.8412	0.336	0.8677	0.8707	0.3934	0.8751	0.8747	0.8273	0.8734	0.79	0.8216	0.8925	0.917
0.3298	115.0	115000	0.2474	0.8323	0.9637	0.9268	0.3252	0.8334	0.8287	0.3324	0.8629	0.8667	0.4067	0.8709	0.8656	0.8222	0.8672	0.7779	0.8129	0.8966	0.9199
0.3928	116.0	116000	0.2425	0.8386	0.9669	0.9343	0.3302	0.8384	0.8459	0.336	0.8695	0.8739	0.4186	0.8764	0.879	0.8272	0.872	0.7927	0.8284	0.896	0.9213
0.3156	117.0	117000	0.2514	0.8285	0.9597	0.9311	0.3177	0.8317	0.827	0.3333	0.8605	0.8645	0.392	0.8681	0.8634	0.8205	0.8646	0.7744	0.8119	0.8907	0.917
0.3184	118.0	118000	0.2497	0.8294	0.9636	0.9301	0.3286	0.8321	0.8352	0.3334	0.8631	0.8669	0.3995	0.8691	0.8738	0.8231	0.8672	0.7759	0.817	0.8892	0.9166
0.2561	119.0	119000	0.2440	0.8339	0.963	0.929	0.3126	0.8324	0.8349	0.3359	0.8661	0.8701	0.3844	0.8711	0.8724	0.8266	0.8702	0.785	0.8232	0.8901	0.917
0.2776	120.0	120000	0.2442	0.8358	0.9622	0.9283	0.3166	0.8371	0.835	0.3366	0.8677	0.8717	0.3809	0.8759	0.8706	0.8278	0.8724	0.7874	0.8242	0.8921	0.9183
0.2591	121.0	121000	0.2473	0.8302	0.9627	0.93	0.3066	0.8283	0.8306	0.3334	0.8615	0.8653	0.3879	0.8663	0.8695	0.819	0.863	0.7774	0.8144	0.8942	0.9185
0.3241	122.0	122000	0.2518	0.831	0.9615	0.9294	0.3046	0.8319	0.8359	0.3329	0.8637	0.8668	0.3782	0.8693	0.8747	0.82	0.8662	0.7825	0.818	0.8905	0.9163
0.3599	123.0	123000	0.2362	0.84	0.9602	0.9317	0.3253	0.8382	0.8521	0.3385	0.8713	0.8747	0.3742	0.8767	0.8869	0.8325	0.8775	0.7897	0.8253	0.8978	0.9214
0.2938	124.0	124000	0.2403	0.84	0.9615	0.935	0.3254	0.8403	0.8457	0.337	0.8711	0.8742	0.3856	0.8781	0.8804	0.8314	0.8753	0.7929	0.8263	0.8958	0.921
0.2533	125.0	125000	0.2422	0.8363	0.9619	0.9322	0.3405	0.8376	0.8377	0.3355	0.8677	0.8709	0.4067	0.8744	0.8757	0.8245	0.8686	0.7883	0.8232	0.8962	0.9208
0.3822	126.0	126000	0.2427	0.8376	0.9645	0.9307	0.3178	0.8354	0.8477	0.3366	0.8695	0.8726	0.4005	0.8739	0.8793	0.8244	0.8696	0.7953	0.8299	0.8932	0.9182
0.3135	127.0	127000	0.2462	0.8335	0.9645	0.9305	0.3185	0.8314	0.8431	0.3348	0.8659	0.8691	0.4007	0.8697	0.8765	0.8224	0.8674	0.7884	0.8242	0.8898	0.9156
0.4718	128.0	128000	0.2414	0.8367	0.9644	0.9302	0.3142	0.8356	0.8441	0.3355	0.8685	0.8717	0.3959	0.8733	0.8785	0.8257	0.8702	0.7906	0.8258	0.8938	0.9191
0.2618	129.0	129000	0.2431	0.8372	0.9628	0.9374	0.3165	0.8355	0.8481	0.336	0.8684	0.8716	0.39	0.8742	0.88	0.8263	0.8688	0.7917	0.8268	0.8936	0.9191
0.3085	130.0	130000	0.2409	0.8389	0.9647	0.9338	0.3262	0.8395	0.8435	0.3365	0.8714	0.8748	0.4021	0.8795	0.8782	0.8298	0.8738	0.7931	0.8299	0.8938	0.9207
0.3682	131.0	131000	0.2402	0.8385	0.9641	0.9329	0.3243	0.8393	0.8421	0.3366	0.8699	0.8734	0.3914	0.8773	0.8787	0.8265	0.871	0.7923	0.8278	0.8966	0.9213
0.2999	132.0	132000	0.2411	0.8374	0.9641	0.9296	0.3115	0.8377	0.8448	0.3362	0.869	0.8722	0.3776	0.8761	0.8773	0.8243	0.8702	0.7922	0.8263	0.8957	0.9201
0.3393	133.0	133000	0.2399	0.839	0.9641	0.9345	0.3157	0.838	0.847	0.3372	0.87	0.8732	0.3913	0.8758	0.8797	0.8276	0.8706	0.7974	0.8309	0.8919	0.918
0.3064	134.0	134000	0.2377	0.8417	0.964	0.9382	0.3154	0.8393	0.8561	0.3387	0.8727	0.8754	0.3835	0.8772	0.8869	0.8329	0.8769	0.7981	0.8304	0.8943	0.9191
0.2612	135.0	135000	0.2375	0.8423	0.9644	0.9339	0.3126	0.842	0.849	0.3391	0.8727	0.8761	0.3803	0.8801	0.8812	0.8308	0.8748	0.7974	0.8314	0.8986	0.922
0.2906	136.0	136000	0.2385	0.8392	0.9641	0.9341	0.3276	0.8415	0.8443	0.3364	0.8705	0.874	0.3938	0.8796	0.8775	0.8299	0.8742	0.7909	0.8258	0.8969	0.9218
0.2954	137.0	137000	0.2363	0.8422	0.9641	0.9382	0.3286	0.8414	0.8493	0.3381	0.8725	0.8764	0.4059	0.8793	0.8806	0.8326	0.8757	0.7944	0.8304	0.8996	0.9231
0.304	138.0	138000	0.2413	0.8374	0.9641	0.934	0.3224	0.8376	0.8419	0.3362	0.8684	0.872	0.3962	0.8749	0.8758	0.8264	0.8712	0.7891	0.8253	0.8966	0.9195
0.2716	139.0	139000	0.2420	0.8401	0.964	0.9343	0.3285	0.8406	0.8493	0.3376	0.8709	0.8745	0.3978	0.8779	0.88	0.8264	0.8716	0.7967	0.8309	0.8971	0.9208
0.3027	140.0	140000	0.2401	0.8416	0.9644	0.9344	0.3279	0.8409	0.8482	0.3375	0.8715	0.8755	0.3965	0.8797	0.8787	0.8312	0.874	0.795	0.8304	0.8985	0.922
0.2667	141.0	141000	0.2400	0.8399	0.9641	0.9341	0.3252	0.8405	0.8463	0.3374	0.8704	0.8743	0.3943	0.8781	0.8801	0.8283	0.8728	0.7945	0.8294	0.8968	0.9208
0.2245	142.0	142000	0.2408	0.8404	0.9641	0.9337	0.3176	0.8406	0.8463	0.3371	0.8702	0.874	0.3929	0.8783	0.878	0.8276	0.8716	0.797	0.8304	0.8967	0.9201
0.3448	143.0	143000	0.2394	0.8421	0.9641	0.9344	0.3271	0.8427	0.851	0.3385	0.8725	0.8763	0.3978	0.8804	0.8815	0.8322	0.8753	0.7968	0.8325	0.8974	0.9213
0.3681	144.0	144000	0.2401	0.8413	0.9642	0.9341	0.3267	0.8413	0.8491	0.3377	0.8713	0.8749	0.396	0.879	0.8802	0.8309	0.8738	0.7958	0.8299	0.8974	0.921
0.2593	145.0	145000	0.2393	0.8414	0.9641	0.9344	0.3271	0.8411	0.8522	0.3378	0.8713	0.875	0.3947	0.879	0.8821	0.8313	0.8742	0.7955	0.8294	0.8973	0.9213
0.4266	146.0	146000	0.2398	0.8403	0.9641	0.934	0.3289	0.8405	0.8493	0.3368	0.8705	0.8745	0.4008	0.8786	0.8799	0.8302	0.8728	0.7933	0.8289	0.8974	0.9218
0.2411	147.0	147000	0.2392	0.8412	0.9641	0.934	0.3283	0.8403	0.8507	0.3374	0.8709	0.8747	0.3978	0.8787	0.8811	0.8315	0.8736	0.7949	0.8289	0.8973	0.9217
0.2675	148.0	148000	0.2393	0.8412	0.9641	0.934	0.3268	0.8407	0.8507	0.3374	0.871	0.8748	0.3947	0.879	0.881	0.8315	0.8738	0.795	0.8289	0.8973	0.9215
0.2945	149.0	149000	0.2394	0.8413	0.9641	0.9341	0.3268	0.8408	0.8507	0.3376	0.8711	0.8749	0.3947	0.8792	0.881	0.8309	0.8738	0.7956	0.8294	0.8973	0.9215
0.2848	150.0	150000	0.2394	0.8413	0.9641	0.9341	0.3268	0.8408	0.8507	0.3376	0.8711	0.8749	0.3947	0.8792	0.881	0.8309	0.8738	0.7956	0.8294	0.8973	0.9215

Framework versions

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