chickens-composite-201616161616-150-epochs-w-hybrid-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: 0.2826
• Map: 0.8176
• Map 50: 0.9579
• Map 75: 0.9306
• Map Small: 0.3875
• Map Medium: 0.8219
• Map Large: 0.8195
• Mar 1: 0.326
• Mar 10: 0.8548
• Mar 100: 0.8598
• Mar Small: 0.5
• Mar Medium: 0.8639
• Mar Large: 0.8516
• Map Chicken: 0.8172
• Mar 100 Chicken: 0.8631
• Map Duck: 0.7548
• Mar 100 Duck: 0.8103
• Map Plant: 0.8807
• Mar 100 Plant: 0.9061

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
1.3637	1.0	500	1.3375	0.2022	0.2836	0.2296	0.0079	0.1517	0.2202	0.0888	0.2702	0.3003	0.0857	0.2804	0.2934	0.0406	0.1329	0.0	0.0	0.5659	0.7679
1.3442	2.0	1000	1.0745	0.2876	0.4185	0.3389	0.0443	0.2462	0.3099	0.1281	0.3932	0.4098	0.0719	0.3902	0.3825	0.2497	0.4857	0.0	0.0	0.6132	0.7436
0.9363	3.0	1500	0.8883	0.3672	0.5234	0.4237	0.0059	0.3185	0.4115	0.1346	0.4657	0.4762	0.0733	0.4505	0.5145	0.4617	0.6905	0.0	0.0	0.6399	0.7382
0.89	4.0	2000	0.7873	0.4078	0.5706	0.4813	0.0096	0.3748	0.4286	0.1375	0.4847	0.4937	0.0924	0.4683	0.5261	0.5262	0.7206	0.0	0.0	0.6972	0.7606
0.8308	5.0	2500	0.7448	0.4216	0.5847	0.4779	0.009	0.3892	0.4485	0.1391	0.4851	0.4939	0.13	0.4674	0.5251	0.5319	0.7063	0.0	0.0	0.7329	0.7755
0.778	6.0	3000	0.6862	0.4308	0.6027	0.5111	0.0344	0.4084	0.4212	0.1423	0.4912	0.4957	0.141	0.4752	0.5122	0.5414	0.6933	0.0158	0.0103	0.7352	0.7836
0.7088	7.0	3500	0.6767	0.4691	0.6565	0.5456	0.042	0.4453	0.4841	0.1676	0.5327	0.5368	0.1286	0.5151	0.5653	0.621	0.7206	0.0456	0.1082	0.7406	0.7815
0.7226	8.0	4000	0.6517	0.4727	0.7023	0.5455	0.0235	0.4553	0.4898	0.1744	0.5315	0.5381	0.1267	0.5221	0.5627	0.6112	0.6917	0.0952	0.1629	0.7116	0.7597
0.6153	9.0	4500	0.5861	0.502	0.7073	0.5879	0.0876	0.478	0.5352	0.1748	0.5451	0.5485	0.1638	0.5274	0.5779	0.6671	0.7298	0.0972	0.132	0.7418	0.7836
0.6657	10.0	5000	0.5325	0.6021	0.8248	0.706	0.0865	0.5977	0.5955	0.2438	0.6653	0.6714	0.2181	0.6692	0.6794	0.6827	0.7397	0.3456	0.4515	0.778	0.823
0.5313	11.0	5500	0.5259	0.624	0.8498	0.744	0.0867	0.6118	0.6409	0.2389	0.6733	0.68	0.2086	0.6693	0.6879	0.6732	0.7329	0.4293	0.4938	0.7695	0.8133
0.5726	12.0	6000	0.5454	0.6278	0.8783	0.7558	0.0719	0.6309	0.6167	0.25	0.6767	0.6844	0.2052	0.6879	0.6757	0.6544	0.7123	0.4677	0.5351	0.7613	0.8058
0.5241	13.0	6500	0.4902	0.6769	0.9015	0.8088	0.1959	0.6814	0.6693	0.278	0.7256	0.733	0.3619	0.732	0.7283	0.7033	0.7607	0.5484	0.6155	0.779	0.8227
0.6324	14.0	7000	0.4576	0.6937	0.9148	0.8439	0.1523	0.6985	0.6877	0.2846	0.7398	0.7457	0.3148	0.7466	0.7375	0.7229	0.7714	0.5792	0.6433	0.7791	0.8224
0.5425	15.0	7500	0.4671	0.6819	0.9082	0.8144	0.1523	0.6779	0.6896	0.2749	0.7227	0.7299	0.2771	0.7295	0.7222	0.6927	0.7437	0.5561	0.6082	0.7969	0.8379
0.4946	16.0	8000	0.4771	0.6759	0.9287	0.8051	0.1942	0.664	0.6773	0.2758	0.7211	0.7304	0.3419	0.7206	0.7289	0.6853	0.7429	0.5681	0.634	0.7741	0.8142
0.4592	17.0	8500	0.4605	0.6986	0.9305	0.8387	0.1326	0.696	0.7166	0.2842	0.7451	0.7496	0.2586	0.7471	0.7666	0.7156	0.7639	0.5969	0.6619	0.7834	0.823
0.4969	18.0	9000	0.4115	0.7144	0.9368	0.8357	0.1913	0.7049	0.7354	0.2886	0.7592	0.7666	0.3181	0.7568	0.7811	0.7215	0.7722	0.6137	0.6794	0.808	0.8482
0.4928	19.0	9500	0.4163	0.7035	0.9355	0.8452	0.1962	0.7061	0.6968	0.2862	0.7529	0.7584	0.2681	0.7582	0.7548	0.6955	0.7504	0.6098	0.6794	0.8051	0.8455
0.5201	20.0	10000	0.4534	0.6923	0.924	0.8385	0.2083	0.6837	0.703	0.2802	0.7335	0.7376	0.3029	0.7304	0.7484	0.6918	0.7413	0.5991	0.6526	0.7861	0.8191
0.5026	21.0	10500	0.3920	0.7237	0.9333	0.8567	0.2019	0.7263	0.7093	0.2905	0.7621	0.7662	0.2771	0.7727	0.749	0.7321	0.7802	0.6233	0.667	0.8157	0.8515
0.6227	22.0	11000	0.4082	0.7172	0.9319	0.8411	0.0973	0.7143	0.7056	0.2866	0.7566	0.7596	0.2224	0.759	0.7403	0.741	0.7841	0.609	0.6567	0.8016	0.8379
0.46	23.0	11500	0.4134	0.7211	0.9334	0.867	0.2071	0.7073	0.7728	0.2958	0.7614	0.7667	0.2967	0.7554	0.8106	0.7142	0.7627	0.6374	0.6887	0.8116	0.8488
0.3883	24.0	12000	0.4062	0.725	0.9453	0.8536	0.1324	0.7104	0.7854	0.3012	0.7681	0.7732	0.2967	0.7581	0.8239	0.7191	0.7643	0.6501	0.7134	0.8058	0.8418
0.4362	25.0	12500	0.3831	0.7137	0.94	0.8691	0.2175	0.6978	0.7459	0.2904	0.7618	0.7694	0.3457	0.7566	0.7837	0.7168	0.7726	0.6148	0.6814	0.8095	0.8542
0.4348	26.0	13000	0.3933	0.7303	0.9396	0.8519	0.2368	0.7314	0.7378	0.2937	0.7692	0.7761	0.3295	0.776	0.78	0.7511	0.7944	0.6293	0.6856	0.8104	0.8482
0.3909	27.0	13500	0.3736	0.7413	0.9409	0.8734	0.2818	0.7467	0.6951	0.2976	0.7825	0.7877	0.4105	0.7886	0.7395	0.7515	0.7988	0.6571	0.7124	0.8153	0.8518
0.3944	28.0	14000	0.3780	0.7305	0.9325	0.872	0.2714	0.7218	0.7149	0.2936	0.7701	0.7788	0.4614	0.7695	0.7534	0.7512	0.7972	0.6358	0.6959	0.8046	0.8433
0.3858	29.0	14500	0.3911	0.7133	0.9471	0.8613	0.1945	0.7042	0.7527	0.2898	0.7603	0.7666	0.29	0.7605	0.795	0.7013	0.7548	0.6264	0.6959	0.8123	0.8491
0.3998	30.0	15000	0.3728	0.7316	0.9269	0.8793	0.2131	0.7387	0.7112	0.2941	0.771	0.7763	0.3071	0.7887	0.7482	0.7395	0.7905	0.6496	0.6938	0.8056	0.8445
0.3604	31.0	15500	0.3699	0.7325	0.95	0.8751	0.229	0.7248	0.7741	0.293	0.7753	0.7801	0.3529	0.7724	0.8156	0.7261	0.771	0.6521	0.7144	0.8192	0.8548
0.3902	32.0	16000	0.3573	0.7518	0.9508	0.8913	0.197	0.7475	0.7941	0.3019	0.7907	0.7958	0.3152	0.7903	0.8282	0.7471	0.7925	0.6842	0.733	0.8241	0.8618
0.4054	33.0	16500	0.3459	0.7527	0.9461	0.903	0.2512	0.7555	0.7825	0.3012	0.7889	0.7971	0.4448	0.7978	0.8216	0.7604	0.8063	0.671	0.7227	0.8266	0.8621
0.4273	34.0	17000	0.3686	0.7342	0.9373	0.8812	0.2655	0.726	0.7763	0.2977	0.7802	0.7849	0.3833	0.7737	0.8162	0.7497	0.7972	0.6367	0.7031	0.8161	0.8542
0.4061	35.0	17500	0.3784	0.7399	0.9397	0.8932	0.241	0.7295	0.7874	0.3016	0.7832	0.7923	0.4824	0.7787	0.8219	0.7375	0.7857	0.6564	0.7268	0.8259	0.8642
0.3534	36.0	18000	0.3852	0.7407	0.9353	0.8765	0.3013	0.7307	0.7745	0.3057	0.7917	0.7947	0.4233	0.785	0.8182	0.7425	0.7937	0.6614	0.7371	0.8181	0.8533
0.3802	37.0	18500	0.3701	0.7473	0.951	0.8693	0.2757	0.7422	0.7779	0.3065	0.7909	0.7976	0.4676	0.7884	0.8179	0.7667	0.8071	0.6716	0.7402	0.8036	0.8455
0.4238	38.0	19000	0.3718	0.7385	0.9331	0.8621	0.2269	0.7285	0.7558	0.2966	0.7766	0.7845	0.411	0.7737	0.7854	0.7463	0.7937	0.6503	0.7021	0.8188	0.8579
0.384	39.0	19500	0.3475	0.7573	0.9468	0.8936	0.2334	0.7534	0.7792	0.3119	0.795	0.802	0.401	0.7979	0.8192	0.7515	0.7929	0.6929	0.7474	0.8274	0.8658
0.3767	40.0	20000	0.3546	0.748	0.9558	0.8997	0.298	0.7391	0.7842	0.3009	0.7946	0.8035	0.4962	0.7937	0.8265	0.7671	0.8123	0.6575	0.734	0.8193	0.8642
0.3587	41.0	20500	0.3592	0.75	0.9459	0.9021	0.2815	0.7384	0.7797	0.3056	0.7883	0.7966	0.4676	0.7826	0.8161	0.7547	0.802	0.6879	0.7423	0.8075	0.8455
0.3892	42.0	21000	0.3502	0.7557	0.9496	0.9071	0.256	0.7472	0.7944	0.3067	0.7939	0.8033	0.4557	0.7924	0.8283	0.7556	0.7968	0.6892	0.7515	0.8222	0.8615
0.3965	43.0	21500	0.3423	0.7619	0.9494	0.8955	0.2201	0.7643	0.7944	0.3109	0.8013	0.8067	0.3619	0.8075	0.8299	0.7579	0.804	0.7127	0.7608	0.815	0.8555
0.4117	44.0	22000	0.3461	0.7709	0.9514	0.8986	0.2226	0.7728	0.7921	0.3123	0.8104	0.8151	0.3595	0.8182	0.8228	0.7658	0.8071	0.7176	0.7722	0.8293	0.8661
0.371	45.0	22500	0.3394	0.7575	0.951	0.9036	0.2713	0.7565	0.7873	0.3067	0.7961	0.8056	0.4729	0.8002	0.8273	0.7655	0.8143	0.6865	0.7412	0.8205	0.8612
0.3745	46.0	23000	0.3338	0.7585	0.9491	0.905	0.314	0.755	0.7677	0.3104	0.7998	0.8059	0.4686	0.8018	0.8021	0.7661	0.8155	0.6791	0.7371	0.8303	0.8652
0.3535	47.0	23500	0.3374	0.7599	0.943	0.8887	0.3107	0.7491	0.7831	0.3106	0.7977	0.8052	0.4733	0.7967	0.8156	0.7645	0.8139	0.6824	0.734	0.8329	0.8676
0.3852	48.0	24000	0.3219	0.7721	0.9565	0.9012	0.3121	0.7702	0.802	0.313	0.8129	0.8196	0.4281	0.8151	0.8358	0.7631	0.8127	0.7105	0.7639	0.8428	0.8821
0.3774	49.0	24500	0.3365	0.7641	0.956	0.9064	0.2601	0.7618	0.7848	0.3103	0.8038	0.8093	0.401	0.8075	0.821	0.7504	0.7968	0.7116	0.766	0.8304	0.8652
0.328	50.0	25000	0.3349	0.7651	0.956	0.9021	0.2856	0.7596	0.7859	0.3055	0.8064	0.8135	0.4576	0.8057	0.8259	0.7504	0.7956	0.7111	0.7753	0.8338	0.8697
0.3735	51.0	25500	0.3249	0.7643	0.9307	0.8785	0.2775	0.7617	0.7686	0.3034	0.7993	0.8073	0.3895	0.804	0.7965	0.7851	0.8306	0.6666	0.7155	0.8412	0.8758
0.4171	52.0	26000	0.3363	0.7597	0.9441	0.8874	0.2759	0.7622	0.7774	0.309	0.7961	0.8026	0.4248	0.8004	0.8073	0.7732	0.8179	0.6757	0.7216	0.8302	0.8682
0.3355	53.0	26500	0.3175	0.7735	0.9515	0.9071	0.3236	0.774	0.7715	0.3121	0.816	0.8226	0.4905	0.8181	0.8123	0.781	0.8234	0.6936	0.7649	0.846	0.8794
0.3006	54.0	27000	0.3109	0.7736	0.9556	0.8946	0.2718	0.7771	0.7868	0.3137	0.814	0.8195	0.4167	0.8179	0.8304	0.7769	0.8183	0.6959	0.7588	0.8481	0.8815
0.3252	55.0	27500	0.3157	0.7742	0.9552	0.9055	0.295	0.7787	0.7803	0.3077	0.8152	0.821	0.4471	0.8222	0.8187	0.7697	0.8143	0.7089	0.768	0.844	0.8806
0.3341	56.0	28000	0.3221	0.7661	0.9575	0.9019	0.2773	0.7711	0.7937	0.3093	0.8101	0.8169	0.4243	0.8156	0.8359	0.7617	0.8048	0.6915	0.7639	0.8452	0.8821
0.2994	57.0	28500	0.3109	0.7773	0.9507	0.9021	0.3057	0.7762	0.7781	0.3111	0.8129	0.8205	0.479	0.8209	0.812	0.7857	0.825	0.6957	0.7515	0.8505	0.8848
0.3167	58.0	29000	0.3244	0.7758	0.9514	0.901	0.2373	0.7804	0.7872	0.313	0.8148	0.8208	0.3957	0.8239	0.8167	0.7712	0.8151	0.7126	0.7649	0.8437	0.8824
0.3074	59.0	29500	0.3182	0.7809	0.96	0.9199	0.2609	0.7805	0.7921	0.3125	0.8191	0.828	0.4752	0.8269	0.8308	0.7695	0.8143	0.7246	0.7845	0.8487	0.8852
0.3369	60.0	30000	0.3242	0.7739	0.9497	0.9078	0.2622	0.7731	0.7783	0.3113	0.8107	0.8201	0.4729	0.8185	0.8077	0.7768	0.8226	0.7029	0.7588	0.8422	0.8788
0.3005	61.0	30500	0.3319	0.7724	0.9573	0.9041	0.2995	0.7733	0.7921	0.3076	0.8102	0.8187	0.4633	0.8189	0.8296	0.7655	0.8067	0.7055	0.767	0.8462	0.8824
0.3328	62.0	31000	0.3273	0.7812	0.9559	0.9051	0.2928	0.7776	0.8125	0.3112	0.8205	0.8262	0.4476	0.8246	0.842	0.7686	0.8119	0.7238	0.7814	0.851	0.8852
0.3873	63.0	31500	0.3161	0.7829	0.9567	0.9063	0.2979	0.7736	0.8104	0.3151	0.819	0.827	0.471	0.8191	0.8416	0.7796	0.8206	0.7247	0.7835	0.8443	0.877
0.3308	64.0	32000	0.3166	0.7859	0.9579	0.9142	0.3263	0.7833	0.7926	0.3148	0.8224	0.8302	0.4838	0.8258	0.8243	0.7821	0.8206	0.7178	0.7845	0.8579	0.8855
0.3222	65.0	32500	0.3202	0.7827	0.9594	0.9056	0.275	0.7796	0.8137	0.314	0.821	0.8276	0.4148	0.8252	0.8498	0.7679	0.8079	0.7263	0.7876	0.854	0.8873
0.4033	66.0	33000	0.3232	0.7636	0.9516	0.895	0.2858	0.7661	0.7817	0.3043	0.8063	0.811	0.37	0.8125	0.8294	0.769	0.8111	0.675	0.7454	0.8468	0.8767
0.3163	67.0	33500	0.3201	0.783	0.9552	0.9034	0.3358	0.7797	0.8046	0.3146	0.825	0.83	0.44	0.8275	0.8378	0.7897	0.8254	0.7044	0.7773	0.8549	0.8873
0.3443	68.0	34000	0.3102	0.783	0.9546	0.8955	0.2943	0.7845	0.8009	0.311	0.8232	0.8279	0.3895	0.8291	0.8357	0.8062	0.8425	0.6863	0.7557	0.8565	0.8855
0.2685	69.0	34500	0.3266	0.773	0.9546	0.8951	0.2206	0.773	0.8143	0.3098	0.8114	0.8146	0.31	0.8146	0.848	0.7705	0.8091	0.6992	0.7557	0.8493	0.8791
0.254	70.0	35000	0.3053	0.7816	0.9447	0.8764	0.314	0.7861	0.7917	0.3136	0.8187	0.8233	0.3986	0.827	0.8207	0.8054	0.8452	0.6802	0.7351	0.8594	0.8897
0.292	71.0	35500	0.3023	0.792	0.9538	0.9122	0.2953	0.7958	0.8023	0.317	0.8277	0.8329	0.4014	0.8373	0.8342	0.8057	0.8468	0.7129	0.7649	0.8573	0.887
0.2921	72.0	36000	0.3102	0.7772	0.9515	0.9175	0.3279	0.7742	0.7945	0.3114	0.8166	0.8219	0.4195	0.8243	0.8227	0.7752	0.8179	0.7025	0.7629	0.8539	0.8848
0.3412	73.0	36500	0.3100	0.7817	0.9597	0.913	0.3416	0.785	0.8018	0.3123	0.8224	0.8276	0.4333	0.8306	0.8333	0.782	0.8302	0.7155	0.7711	0.8476	0.8815
0.3075	74.0	37000	0.3014	0.7946	0.9561	0.9164	0.3	0.7964	0.8209	0.3182	0.834	0.8385	0.3986	0.8407	0.8561	0.7948	0.8373	0.7279	0.7897	0.8612	0.8885
0.3023	75.0	37500	0.2935	0.7947	0.9603	0.9196	0.3455	0.7988	0.8218	0.3168	0.8343	0.8398	0.4629	0.8436	0.8527	0.8062	0.8464	0.7108	0.7773	0.8673	0.8958
0.3002	76.0	38000	0.3102	0.7838	0.9577	0.9181	0.318	0.7851	0.796	0.3158	0.8263	0.833	0.4776	0.8332	0.834	0.7756	0.8194	0.7227	0.7959	0.8531	0.8836
0.3307	77.0	38500	0.2983	0.7925	0.9555	0.9009	0.298	0.7967	0.807	0.317	0.8314	0.8342	0.3962	0.838	0.8397	0.7937	0.8373	0.7208	0.7753	0.8631	0.89
0.3413	78.0	39000	0.3021	0.7865	0.946	0.9058	0.3466	0.7881	0.7897	0.3155	0.8245	0.8299	0.4881	0.8297	0.8258	0.7951	0.8433	0.6961	0.7485	0.8682	0.8979
0.3045	79.0	39500	0.3084	0.7888	0.9472	0.8942	0.3235	0.7925	0.7943	0.3175	0.83	0.8338	0.3967	0.8379	0.8229	0.7896	0.8341	0.7124	0.7742	0.8644	0.893
0.2488	80.0	40000	0.2982	0.7953	0.9528	0.914	0.325	0.7916	0.8208	0.3202	0.8348	0.8383	0.4086	0.8356	0.8579	0.8057	0.8437	0.7147	0.7773	0.8655	0.8939
0.3217	81.0	40500	0.3044	0.7914	0.9556	0.9082	0.2782	0.7956	0.7996	0.3157	0.8283	0.8326	0.3581	0.8366	0.8352	0.7964	0.8385	0.7142	0.7691	0.8636	0.8903
0.3004	82.0	41000	0.3022	0.7843	0.9572	0.9058	0.3107	0.7879	0.7954	0.3137	0.8267	0.8324	0.4329	0.8352	0.834	0.7847	0.8274	0.7074	0.7794	0.8609	0.8903
0.3093	83.0	41500	0.3071	0.785	0.9517	0.9143	0.3427	0.7862	0.8026	0.3152	0.8254	0.8297	0.4381	0.8312	0.8425	0.7865	0.8341	0.7104	0.766	0.8581	0.8891
0.2752	84.0	42000	0.2960	0.7935	0.9572	0.9176	0.3257	0.7954	0.812	0.3188	0.835	0.8383	0.4529	0.8402	0.8476	0.7907	0.8361	0.7309	0.7887	0.859	0.89
0.26	85.0	42500	0.3140	0.789	0.9532	0.913	0.3043	0.7915	0.8005	0.3192	0.8303	0.8344	0.4133	0.8353	0.8375	0.7715	0.8159	0.7299	0.7928	0.8657	0.8945
0.258	86.0	43000	0.2883	0.8003	0.9557	0.9097	0.3498	0.8041	0.8061	0.3181	0.8406	0.8455	0.4662	0.8498	0.8382	0.801	0.8413	0.7255	0.7948	0.8743	0.9003
0.3089	87.0	43500	0.2843	0.8069	0.9607	0.9228	0.3816	0.812	0.8019	0.3221	0.8448	0.8493	0.4976	0.8535	0.8391	0.806	0.8468	0.7421	0.801	0.8725	0.9
0.2824	88.0	44000	0.2950	0.7961	0.9524	0.9114	0.3053	0.8021	0.801	0.3197	0.8362	0.8409	0.4262	0.8465	0.8378	0.7861	0.8337	0.7303	0.7918	0.8717	0.8973
0.2414	89.0	44500	0.3011	0.7851	0.9545	0.903	0.276	0.7891	0.8036	0.3158	0.8263	0.8307	0.4038	0.834	0.838	0.7813	0.8278	0.7174	0.7753	0.8564	0.8891
0.2478	90.0	45000	0.2817	0.8068	0.9522	0.9161	0.333	0.8107	0.8157	0.3217	0.8425	0.8468	0.4214	0.8526	0.847	0.811	0.8512	0.7381	0.7897	0.8714	0.8994
0.2355	91.0	45500	0.2872	0.8034	0.9469	0.9103	0.3361	0.811	0.8067	0.3188	0.8388	0.8449	0.46	0.8512	0.8393	0.813	0.8552	0.7202	0.7753	0.8769	0.9042
0.2681	92.0	46000	0.2875	0.7976	0.955	0.9142	0.368	0.8074	0.7996	0.3144	0.834	0.8383	0.4381	0.8488	0.8328	0.7937	0.8357	0.7256	0.7773	0.8735	0.9018
0.2674	93.0	46500	0.2918	0.8012	0.9527	0.913	0.3776	0.8067	0.8022	0.3192	0.8376	0.8417	0.4676	0.8463	0.8334	0.8069	0.8492	0.7304	0.7814	0.8662	0.8945
0.2494	94.0	47000	0.2939	0.8009	0.9619	0.9184	0.3542	0.8047	0.8084	0.317	0.8377	0.8427	0.4429	0.8479	0.8372	0.7996	0.8409	0.7361	0.7907	0.867	0.8964
0.2763	95.0	47500	0.3031	0.8011	0.958	0.9032	0.3648	0.8039	0.8072	0.3179	0.838	0.8426	0.4481	0.8464	0.8361	0.7969	0.8345	0.7369	0.7948	0.8697	0.8985
0.2984	96.0	48000	0.3025	0.7951	0.9582	0.9122	0.3507	0.7975	0.7983	0.3193	0.8328	0.8355	0.4119	0.8387	0.8301	0.7936	0.8353	0.7192	0.7732	0.8726	0.8979
0.3038	97.0	48500	0.2947	0.7968	0.9548	0.9133	0.3387	0.7983	0.8028	0.3233	0.8417	0.845	0.4286	0.8499	0.8395	0.8039	0.848	0.7194	0.7907	0.8671	0.8964
0.247	98.0	49000	0.2914	0.8014	0.9593	0.9175	0.3421	0.8014	0.8069	0.3215	0.842	0.8462	0.4705	0.8469	0.8422	0.8089	0.8544	0.7278	0.7876	0.8675	0.8967
0.2909	99.0	49500	0.2928	0.8014	0.9546	0.9145	0.3573	0.801	0.8208	0.3248	0.8428	0.8466	0.4371	0.8486	0.8505	0.8066	0.8548	0.7311	0.7897	0.8666	0.8955
0.3016	100.0	50000	0.2921	0.8036	0.9515	0.9174	0.3575	0.8037	0.8162	0.3212	0.8438	0.8473	0.4233	0.851	0.85	0.8045	0.8508	0.7345	0.7887	0.8718	0.9024
0.302	101.0	50500	0.2868	0.7982	0.9508	0.9107	0.36	0.8029	0.8121	0.3155	0.8376	0.8411	0.4543	0.8452	0.8431	0.8013	0.85	0.717	0.768	0.8763	0.9052
0.2353	102.0	51000	0.2846	0.8089	0.9553	0.9112	0.3669	0.8158	0.8189	0.3221	0.8484	0.8514	0.4329	0.8579	0.8485	0.8159	0.8563	0.7359	0.7948	0.8751	0.903
0.2575	103.0	51500	0.2977	0.8054	0.952	0.915	0.3537	0.8087	0.8065	0.325	0.8431	0.8461	0.4095	0.8511	0.8371	0.8038	0.8484	0.7449	0.7938	0.8676	0.8961
0.291	104.0	52000	0.2912	0.7997	0.9466	0.9142	0.3904	0.8025	0.7997	0.3223	0.8387	0.8426	0.4748	0.8455	0.8343	0.8042	0.854	0.7241	0.7732	0.8707	0.9006
0.28	105.0	52500	0.2882	0.8063	0.9571	0.9279	0.3691	0.8113	0.8243	0.3234	0.8448	0.8489	0.4429	0.8524	0.8556	0.8032	0.8468	0.7458	0.801	0.87	0.8988
0.3112	106.0	53000	0.2837	0.811	0.9572	0.9217	0.3889	0.8121	0.8262	0.3231	0.8466	0.851	0.4819	0.8529	0.8575	0.8068	0.8548	0.7538	0.7979	0.8725	0.9003
0.2614	107.0	53500	0.2850	0.8081	0.9573	0.9274	0.4009	0.8095	0.8211	0.3244	0.8457	0.851	0.5033	0.8523	0.8508	0.8	0.8429	0.7493	0.8072	0.875	0.903
0.2612	108.0	54000	0.2851	0.8042	0.9568	0.9155	0.3603	0.808	0.8256	0.3219	0.8436	0.8476	0.4343	0.8535	0.8555	0.8003	0.8452	0.7427	0.7979	0.8697	0.8997
0.3001	109.0	54500	0.2800	0.8074	0.9564	0.919	0.3767	0.8097	0.8226	0.3235	0.8455	0.8497	0.4752	0.8517	0.8574	0.8099	0.854	0.7405	0.7938	0.8719	0.9012
0.2585	110.0	55000	0.2918	0.8069	0.9565	0.9162	0.3777	0.8099	0.8226	0.3229	0.8464	0.8503	0.4605	0.8545	0.8548	0.7991	0.8448	0.7462	0.8041	0.8755	0.9018
0.273	111.0	55500	0.2890	0.8083	0.9558	0.927	0.3654	0.81	0.8263	0.3251	0.8488	0.8522	0.4295	0.8559	0.8572	0.8041	0.85	0.7464	0.8062	0.8744	0.9003
0.2339	112.0	56000	0.2911	0.8039	0.9557	0.9259	0.3828	0.805	0.8195	0.3169	0.844	0.8497	0.4876	0.8522	0.8502	0.8027	0.85	0.7341	0.7959	0.8748	0.9033
0.2383	113.0	56500	0.2991	0.8106	0.9585	0.918	0.3764	0.813	0.8248	0.3212	0.8479	0.8527	0.461	0.8534	0.8558	0.8049	0.8488	0.7547	0.8082	0.8721	0.9009
0.2731	114.0	57000	0.2857	0.8121	0.9561	0.9195	0.3659	0.817	0.8208	0.3236	0.8521	0.8555	0.4376	0.8612	0.8529	0.8037	0.8484	0.7544	0.8134	0.8781	0.9045
0.2248	115.0	57500	0.2981	0.8019	0.9566	0.9271	0.3887	0.805	0.8082	0.3184	0.8437	0.8479	0.4733	0.8533	0.8453	0.7973	0.8429	0.7365	0.8	0.8719	0.9009
0.252	116.0	58000	0.2910	0.8106	0.9552	0.9285	0.3823	0.8141	0.816	0.3219	0.8483	0.8526	0.4757	0.8572	0.8489	0.8031	0.8508	0.7536	0.8052	0.8749	0.9018
0.2847	117.0	58500	0.2856	0.8084	0.9559	0.9225	0.3742	0.8131	0.8173	0.3197	0.848	0.8512	0.449	0.8561	0.8494	0.803	0.8488	0.7511	0.8052	0.8711	0.8997
0.2934	118.0	59000	0.2856	0.8109	0.9559	0.9263	0.3909	0.8168	0.8112	0.3219	0.8517	0.855	0.4786	0.8607	0.8459	0.8046	0.8524	0.7513	0.8093	0.8767	0.9033
0.2435	119.0	59500	0.2891	0.8084	0.9561	0.9247	0.3774	0.8149	0.808	0.3191	0.8481	0.8526	0.469	0.8584	0.8417	0.8032	0.8492	0.7475	0.8052	0.8746	0.9033
0.2808	120.0	60000	0.2873	0.8088	0.9571	0.92	0.3884	0.8126	0.8071	0.3201	0.8484	0.8535	0.4914	0.8576	0.8408	0.808	0.8532	0.7427	0.8031	0.8756	0.9042
0.2391	121.0	60500	0.2912	0.81	0.9559	0.9162	0.3701	0.8166	0.8145	0.3214	0.8487	0.8536	0.449	0.8603	0.848	0.8077	0.8532	0.7471	0.8041	0.8753	0.9036
0.2206	122.0	61000	0.2914	0.8064	0.9555	0.9144	0.3813	0.8154	0.8055	0.3218	0.8467	0.8506	0.439	0.8587	0.8384	0.7992	0.8472	0.7458	0.8021	0.8742	0.9024
0.2755	123.0	61500	0.2921	0.8068	0.9537	0.9236	0.3731	0.814	0.8138	0.3236	0.8474	0.8505	0.4281	0.8578	0.8479	0.8023	0.8504	0.7424	0.7979	0.8758	0.903
0.237	124.0	62000	0.2860	0.8114	0.9568	0.9227	0.3928	0.8187	0.8167	0.3225	0.8502	0.854	0.4633	0.8611	0.8476	0.8072	0.8528	0.7493	0.8041	0.8777	0.9052
0.2732	125.0	62500	0.2879	0.8097	0.9555	0.9235	0.3676	0.8152	0.8118	0.3225	0.8478	0.8535	0.4524	0.8598	0.8432	0.806	0.852	0.7459	0.8031	0.8771	0.9055
0.2499	126.0	63000	0.2894	0.8091	0.9561	0.9229	0.3738	0.8154	0.8136	0.3229	0.8491	0.854	0.4738	0.8594	0.847	0.808	0.8563	0.7471	0.8052	0.8722	0.9006
0.318	127.0	63500	0.2878	0.8127	0.9561	0.9202	0.3881	0.8165	0.818	0.3268	0.8497	0.855	0.4886	0.8581	0.8482	0.8084	0.8552	0.7542	0.8062	0.8754	0.9036
0.2367	128.0	64000	0.2858	0.8111	0.957	0.92	0.387	0.8192	0.8107	0.3243	0.8491	0.8536	0.4657	0.8598	0.8466	0.8081	0.8532	0.7502	0.8041	0.875	0.9036
0.2424	129.0	64500	0.2847	0.8136	0.9571	0.9228	0.381	0.8184	0.8178	0.3259	0.8498	0.8541	0.4571	0.8596	0.8479	0.8073	0.8524	0.757	0.8062	0.8765	0.9036
0.2599	130.0	65000	0.2825	0.8158	0.9572	0.9229	0.38	0.822	0.8196	0.3246	0.8525	0.8569	0.4719	0.8618	0.8522	0.8094	0.8556	0.7587	0.8093	0.8794	0.9058
0.2459	131.0	65500	0.2810	0.8172	0.9569	0.9268	0.3685	0.8237	0.8197	0.3275	0.8538	0.8584	0.4738	0.864	0.8506	0.8141	0.8599	0.7584	0.8093	0.879	0.9061
0.2522	132.0	66000	0.2825	0.8188	0.9595	0.9316	0.3846	0.8266	0.8149	0.3243	0.8522	0.8576	0.4933	0.8634	0.8476	0.8138	0.8603	0.7643	0.8062	0.8784	0.9064
0.2804	133.0	66500	0.2833	0.8211	0.9595	0.9293	0.3892	0.8275	0.8209	0.3261	0.8555	0.8604	0.5	0.8656	0.8503	0.8164	0.8623	0.7675	0.8124	0.8792	0.9067
0.2773	134.0	67000	0.2819	0.817	0.9553	0.9304	0.3784	0.8219	0.8222	0.3246	0.8534	0.8579	0.489	0.8623	0.8539	0.8153	0.8615	0.755	0.8052	0.8808	0.907
0.2379	135.0	67500	0.2811	0.8152	0.9553	0.9274	0.3972	0.8191	0.8207	0.3254	0.8528	0.8571	0.5	0.8607	0.8519	0.8108	0.8571	0.7529	0.8072	0.8818	0.907
0.2451	136.0	68000	0.2830	0.8179	0.9566	0.9304	0.3849	0.824	0.8208	0.3278	0.8549	0.8594	0.4886	0.8646	0.8531	0.8181	0.8627	0.7577	0.8103	0.8781	0.9052
0.2712	137.0	68500	0.2809	0.8139	0.9562	0.9306	0.377	0.8198	0.8168	0.3252	0.851	0.8551	0.4724	0.861	0.849	0.8121	0.8575	0.7509	0.8021	0.8788	0.9058
0.2524	138.0	69000	0.2816	0.8191	0.9576	0.9277	0.379	0.8246	0.8252	0.3269	0.8561	0.8606	0.4819	0.8659	0.8543	0.8156	0.8611	0.7612	0.8134	0.8804	0.9073
0.2524	139.0	69500	0.2821	0.8183	0.9581	0.9278	0.3799	0.8224	0.8204	0.3261	0.8547	0.8598	0.49	0.8638	0.8505	0.8162	0.8619	0.7592	0.8113	0.8796	0.9061
0.2704	140.0	70000	0.2833	0.816	0.9579	0.9278	0.3801	0.8204	0.8161	0.3256	0.8532	0.8584	0.4967	0.8627	0.8481	0.815	0.8615	0.7535	0.8082	0.8796	0.9055
0.2495	141.0	70500	0.2830	0.8168	0.9579	0.9307	0.3807	0.8203	0.8169	0.3255	0.8534	0.8586	0.5	0.8625	0.8495	0.8166	0.8619	0.7516	0.8072	0.8822	0.9067
0.2503	142.0	71000	0.2827	0.8166	0.9581	0.9308	0.3842	0.8214	0.8196	0.3257	0.8539	0.8589	0.4967	0.8634	0.8515	0.816	0.8615	0.7536	0.8093	0.8801	0.9061
0.2408	143.0	71500	0.2819	0.8174	0.9579	0.9278	0.3841	0.8222	0.8192	0.3263	0.8543	0.8594	0.4967	0.8639	0.8505	0.8149	0.8611	0.7567	0.8113	0.8805	0.9058
0.2237	144.0	72000	0.2823	0.817	0.9578	0.9305	0.3875	0.8209	0.8204	0.326	0.8545	0.8596	0.5	0.8632	0.8526	0.8161	0.8627	0.7548	0.8103	0.8801	0.9058
0.2405	145.0	72500	0.2828	0.8162	0.9578	0.9305	0.3875	0.8205	0.8196	0.3251	0.8537	0.8588	0.5	0.8628	0.8515	0.8141	0.8603	0.7545	0.8103	0.88	0.9058
0.2662	146.0	73000	0.2822	0.8172	0.9578	0.9306	0.3842	0.8209	0.82	0.3252	0.8545	0.8596	0.5	0.8632	0.8518	0.8158	0.8623	0.7546	0.8103	0.8812	0.9061
0.3253	147.0	73500	0.2825	0.8173	0.9579	0.9306	0.3874	0.8217	0.8199	0.326	0.8546	0.8597	0.4967	0.8637	0.8518	0.8162	0.8623	0.7547	0.8103	0.881	0.9064
0.2588	148.0	74000	0.2826	0.8175	0.9579	0.9307	0.3875	0.8217	0.8195	0.326	0.8546	0.8597	0.5	0.8637	0.8516	0.8168	0.8627	0.7548	0.8103	0.8807	0.9061
0.2447	149.0	74500	0.2826	0.8176	0.9579	0.9306	0.3875	0.8219	0.8195	0.326	0.8548	0.8598	0.5	0.8639	0.8516	0.8172	0.8631	0.7548	0.8103	0.8807	0.9061
0.2683	150.0	75000	0.2826	0.8176	0.9579	0.9306	0.3875	0.8219	0.8195	0.326	0.8548	0.8598	0.5	0.8639	0.8516	0.8172	0.8631	0.7548	0.8103	0.8807	0.9061

Framework versions

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