chickens-composite-403232323232-150-epochs-wo-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: 0.2554
• Map: 0.8454
• Map 50: 0.9638
• Map 75: 0.9414
• Map Small: 0.3586
• Map Medium: 0.8525
• Map Large: 0.8191
• Mar 1: 0.3399
• Mar 10: 0.8795
• Mar 100: 0.8819
• Mar Small: 0.5029
• Mar Medium: 0.8889
• Mar Large: 0.8593
• Map Chicken: 0.8417
• Mar 100 Chicken: 0.8813
• Map Duck: 0.7981
• Mar 100 Duck: 0.8407
• Map Plant: 0.8964
• Mar 100 Plant: 0.9237

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
1.0777	1.0	1000	1.0389	0.2068	0.2913	0.2391	0.013	0.1388	0.2388	0.0854	0.2648	0.2788	0.0549	0.2419	0.2929	0.0635	0.1076	0.0	0.0	0.5568	0.7287
0.8605	2.0	2000	0.8134	0.3533	0.5097	0.4179	0.0132	0.2947	0.3849	0.1266	0.4611	0.4654	0.0593	0.4277	0.4824	0.4202	0.6698	0.0	0.0	0.6397	0.7265
0.8163	3.0	3000	0.6903	0.3885	0.5318	0.4618	0.0471	0.3484	0.4085	0.1319	0.4922	0.4948	0.1039	0.4679	0.5117	0.4633	0.7131	0.0	0.0	0.7023	0.7713
0.7015	4.0	4000	0.5761	0.4228	0.565	0.5003	0.0365	0.389	0.4316	0.1365	0.5115	0.5139	0.1026	0.4867	0.5243	0.5112	0.7286	0.0001	0.0046	0.7572	0.8084
0.5928	5.0	5000	0.5544	0.438	0.5832	0.5134	0.0648	0.404	0.4456	0.1392	0.5173	0.5211	0.1939	0.4958	0.5281	0.5463	0.7431	0.0002	0.0046	0.7676	0.8157
0.6028	6.0	6000	0.5337	0.4498	0.5828	0.5342	0.1047	0.4231	0.4426	0.144	0.5279	0.5315	0.2775	0.5092	0.5247	0.5573	0.7543	0.0	0.0021	0.7921	0.838
0.5511	7.0	7000	0.5070	0.4707	0.6037	0.5519	0.1308	0.4376	0.4764	0.1481	0.5353	0.5372	0.2447	0.5114	0.5461	0.6194	0.7702	0.0001	0.0077	0.7925	0.8336
0.5221	8.0	8000	0.4854	0.496	0.6353	0.5799	0.1876	0.4756	0.5014	0.1495	0.5374	0.5398	0.286	0.5207	0.547	0.6793	0.7672	0.0	0.0015	0.8087	0.8507
0.5255	9.0	9000	0.4765	0.5201	0.6555	0.6127	0.154	0.4918	0.52	0.1641	0.5524	0.5555	0.3129	0.5299	0.5556	0.7176	0.7829	0.0299	0.0335	0.8127	0.8502
0.5094	10.0	10000	0.4482	0.6952	0.935	0.8324	0.1606	0.6718	0.7034	0.2909	0.7386	0.7411	0.2664	0.7321	0.7442	0.6869	0.7366	0.5971	0.6469	0.8016	0.8397
0.4806	11.0	11000	0.4050	0.7173	0.9272	0.8508	0.1944	0.7026	0.6995	0.2989	0.7653	0.7668	0.3625	0.7569	0.7501	0.7195	0.7714	0.6175	0.6727	0.8148	0.8563
0.4399	12.0	12000	0.3718	0.7302	0.9368	0.8634	0.1579	0.7164	0.7401	0.2978	0.7738	0.7781	0.3615	0.7704	0.7846	0.7396	0.7907	0.6266	0.6789	0.8243	0.8648
0.4352	13.0	13000	0.3683	0.7381	0.9387	0.8804	0.1006	0.7237	0.7379	0.3038	0.7804	0.7877	0.2985	0.782	0.7847	0.7423	0.7905	0.6523	0.7098	0.8196	0.8629
0.3661	14.0	14000	0.3637	0.7371	0.9533	0.8831	0.2483	0.7218	0.7479	0.3036	0.7782	0.7834	0.4209	0.7736	0.7855	0.7363	0.7843	0.65	0.7031	0.8251	0.8627
0.3787	15.0	15000	0.3630	0.7421	0.95	0.8744	0.2192	0.7345	0.7165	0.3009	0.7818	0.7868	0.3649	0.7837	0.7659	0.7441	0.7879	0.6515	0.7021	0.8306	0.8703
0.4016	16.0	16000	0.3423	0.7638	0.963	0.9129	0.2469	0.7567	0.7516	0.3139	0.8077	0.8116	0.4551	0.8085	0.7946	0.7511	0.801	0.7178	0.768	0.8224	0.8658
0.3734	17.0	17000	0.3366	0.7627	0.9572	0.8953	0.2228	0.7498	0.7609	0.3135	0.8018	0.8073	0.4384	0.7996	0.8067	0.7595	0.8111	0.6948	0.7366	0.8338	0.8744
0.4089	18.0	18000	0.3535	0.7547	0.9596	0.9035	0.2335	0.7443	0.7635	0.3108	0.7979	0.8037	0.3826	0.7987	0.8063	0.7372	0.7853	0.7054	0.7613	0.8215	0.8645
0.386	19.0	19000	0.3192	0.776	0.9557	0.901	0.1504	0.7675	0.7732	0.3187	0.8141	0.8202	0.37	0.8164	0.8149	0.77	0.8137	0.7253	0.7727	0.8326	0.8742
0.3379	20.0	20000	0.3019	0.7837	0.9568	0.9125	0.2331	0.7658	0.7835	0.3238	0.8228	0.8276	0.4099	0.8195	0.8256	0.7882	0.8318	0.7176	0.768	0.8452	0.8831
0.3237	21.0	21000	0.3427	0.7534	0.9543	0.8973	0.234	0.7377	0.76	0.306	0.7913	0.7963	0.4244	0.7846	0.8012	0.7278	0.7746	0.698	0.7459	0.8345	0.8683
0.3787	22.0	22000	0.3177	0.7791	0.9631	0.921	0.3373	0.7714	0.7715	0.3184	0.818	0.8219	0.4727	0.8171	0.8123	0.7613	0.8054	0.7344	0.7804	0.8415	0.8799
0.363	23.0	23000	0.3142	0.7761	0.955	0.9036	0.3077	0.7687	0.7433	0.3168	0.8141	0.8173	0.4544	0.8183	0.7843	0.7704	0.8074	0.7183	0.7613	0.8397	0.883
0.3256	24.0	24000	0.3298	0.7648	0.9578	0.8992	0.3243	0.7578	0.7536	0.3114	0.809	0.8121	0.467	0.8099	0.7978	0.751	0.7966	0.7092	0.7608	0.8343	0.8789
0.3629	25.0	25000	0.3238	0.7746	0.9575	0.9013	0.2561	0.7578	0.773	0.3179	0.8117	0.8165	0.4143	0.8055	0.8169	0.7679	0.806	0.721	0.7732	0.8349	0.8702
0.3193	26.0	26000	0.3196	0.7699	0.9585	0.9099	0.3111	0.7654	0.775	0.3129	0.8108	0.8151	0.469	0.8158	0.8147	0.7563	0.798	0.7077	0.7639	0.8456	0.8834
0.3119	27.0	27000	0.3063	0.7866	0.9609	0.9063	0.2972	0.7846	0.773	0.3224	0.8255	0.8295	0.4342	0.8284	0.8149	0.7844	0.8233	0.731	0.7804	0.8444	0.8849
0.3644	28.0	28000	0.3047	0.789	0.9631	0.9188	0.3042	0.7771	0.7968	0.3216	0.8292	0.8346	0.4279	0.8264	0.8385	0.778	0.8249	0.746	0.7959	0.843	0.883
0.312	29.0	29000	0.3091	0.7825	0.9551	0.9123	0.3037	0.7805	0.764	0.3189	0.8218	0.8252	0.4506	0.8265	0.8011	0.7715	0.8155	0.728	0.7727	0.848	0.8875
0.2541	30.0	30000	0.3137	0.7853	0.9639	0.9196	0.2953	0.7781	0.7713	0.3156	0.8207	0.8256	0.4451	0.821	0.8114	0.7712	0.8125	0.7305	0.7732	0.8542	0.8911
0.3204	31.0	31000	0.2987	0.7912	0.9557	0.9176	0.2836	0.7826	0.7955	0.3236	0.8258	0.8285	0.4021	0.8251	0.8285	0.789	0.826	0.7328	0.7727	0.8517	0.8869
0.314	32.0	32000	0.2865	0.7905	0.9563	0.9137	0.2431	0.7889	0.7756	0.3239	0.8278	0.8312	0.3641	0.8324	0.8173	0.7991	0.839	0.7176	0.7655	0.8548	0.8892
0.3041	33.0	33000	0.2888	0.7928	0.9579	0.9221	0.2753	0.7879	0.7912	0.3216	0.8318	0.8348	0.3892	0.8368	0.8271	0.7846	0.8252	0.7294	0.7809	0.8644	0.8983
0.311	34.0	34000	0.3012	0.7866	0.9631	0.9211	0.3232	0.7823	0.776	0.317	0.8222	0.826	0.4078	0.8275	0.8139	0.7746	0.8135	0.7308	0.7722	0.8545	0.8924
0.2986	35.0	35000	0.2985	0.7789	0.9575	0.9083	0.2946	0.7748	0.7589	0.3175	0.816	0.8206	0.4241	0.8223	0.8018	0.7725	0.8219	0.7044	0.7438	0.8597	0.8961
0.2779	36.0	36000	0.2815	0.7984	0.9577	0.9214	0.3043	0.7975	0.7964	0.3264	0.8364	0.8402	0.4018	0.8414	0.8337	0.7837	0.8258	0.7479	0.7959	0.8636	0.899
0.3041	37.0	37000	0.2968	0.7835	0.9652	0.9151	0.2779	0.7822	0.7796	0.3181	0.8251	0.8294	0.3964	0.8296	0.8234	0.7722	0.8207	0.7261	0.7768	0.8522	0.8907
0.2759	38.0	38000	0.3044	0.7804	0.96	0.9298	0.357	0.7765	0.7682	0.3136	0.82	0.825	0.4764	0.8242	0.806	0.7703	0.8189	0.7096	0.7613	0.8613	0.8946
0.2659	39.0	39000	0.2878	0.802	0.9627	0.926	0.3142	0.799	0.789	0.3279	0.841	0.845	0.4201	0.8447	0.8291	0.792	0.8344	0.7472	0.8005	0.8667	0.9
0.287	40.0	40000	0.2871	0.7942	0.964	0.9279	0.3398	0.7903	0.7839	0.3204	0.8352	0.8393	0.4533	0.8389	0.8277	0.784	0.8312	0.7389	0.7881	0.8597	0.8985
0.3186	41.0	41000	0.2942	0.795	0.96	0.9199	0.3527	0.7891	0.7935	0.3218	0.8335	0.837	0.4792	0.8329	0.8288	0.7732	0.8187	0.7463	0.7923	0.8656	0.9
0.318	42.0	42000	0.2868	0.7997	0.9574	0.9266	0.3171	0.7981	0.7881	0.324	0.8406	0.8452	0.4519	0.845	0.8307	0.797	0.8485	0.7407	0.7892	0.8615	0.898
0.2938	43.0	43000	0.2847	0.7943	0.9655	0.9252	0.3267	0.7888	0.7861	0.3237	0.834	0.8371	0.457	0.8359	0.8237	0.7879	0.8306	0.7315	0.782	0.8634	0.8987
0.2896	44.0	44000	0.2987	0.7884	0.9518	0.9183	0.354	0.7829	0.772	0.3174	0.8259	0.8296	0.464	0.8259	0.8082	0.7842	0.8288	0.7213	0.7655	0.8596	0.8945
0.2588	45.0	45000	0.2865	0.8004	0.9594	0.922	0.3865	0.8	0.7771	0.3217	0.8396	0.8419	0.4955	0.8438	0.813	0.7962	0.8451	0.7376	0.7799	0.8675	0.9009
0.2979	46.0	46000	0.3028	0.7692	0.9613	0.9167	0.3461	0.7702	0.7511	0.3139	0.8158	0.8197	0.4684	0.82	0.7991	0.7498	0.806	0.7057	0.7644	0.8521	0.8885
0.2467	47.0	47000	0.2854	0.8015	0.9609	0.9304	0.3137	0.7975	0.8061	0.3248	0.8371	0.8409	0.4401	0.8391	0.8429	0.7927	0.8354	0.7457	0.7892	0.8661	0.8981
0.3189	48.0	48000	0.2804	0.8037	0.966	0.9236	0.3198	0.8022	0.7992	0.3237	0.8408	0.8448	0.4561	0.843	0.8367	0.7804	0.8249	0.7561	0.8046	0.8746	0.9049
0.2527	49.0	49000	0.2588	0.8172	0.9648	0.9392	0.3083	0.82	0.7967	0.3312	0.8566	0.8609	0.4853	0.865	0.8372	0.8058	0.8491	0.7695	0.8227	0.8761	0.9109
0.2682	50.0	50000	0.2740	0.8047	0.9608	0.9262	0.3255	0.8015	0.7942	0.3274	0.8435	0.8463	0.4503	0.8446	0.8355	0.8002	0.8419	0.756	0.8021	0.8578	0.8951
0.2709	51.0	51000	0.2839	0.8034	0.9627	0.9375	0.3237	0.8041	0.7891	0.3238	0.8433	0.8473	0.4685	0.8493	0.8242	0.7958	0.8364	0.7432	0.801	0.8711	0.9044
0.2605	52.0	52000	0.2930	0.7915	0.9559	0.92	0.2725	0.7932	0.7729	0.3206	0.8321	0.8358	0.4688	0.8374	0.8145	0.7878	0.8348	0.7183	0.7716	0.8683	0.9009
0.2383	53.0	53000	0.2681	0.8148	0.9555	0.9313	0.3031	0.815	0.7972	0.3299	0.8531	0.8559	0.4438	0.8565	0.8359	0.8156	0.8571	0.7567	0.8067	0.8721	0.9039
0.2372	54.0	54000	0.2740	0.8139	0.955	0.9275	0.2924	0.818	0.7979	0.332	0.851	0.8556	0.4377	0.859	0.8352	0.8068	0.8495	0.7583	0.8077	0.8765	0.9095
0.2498	55.0	55000	0.2761	0.8101	0.9575	0.9276	0.3276	0.8163	0.7922	0.3296	0.851	0.8546	0.4877	0.8606	0.8295	0.8028	0.8485	0.7492	0.8015	0.8784	0.9138
0.233	56.0	56000	0.2814	0.8116	0.9548	0.9196	0.2684	0.8109	0.801	0.3301	0.8497	0.8555	0.4748	0.8568	0.8435	0.8139	0.8571	0.7518	0.8041	0.8691	0.9051
0.2464	57.0	57000	0.2623	0.8174	0.9624	0.9295	0.3325	0.8219	0.8034	0.33	0.8532	0.8565	0.4635	0.8607	0.8406	0.8134	0.8535	0.761	0.8062	0.8779	0.9099
0.2549	58.0	58000	0.2771	0.8033	0.965	0.935	0.3208	0.8014	0.795	0.3243	0.8397	0.8427	0.4593	0.8402	0.8308	0.7849	0.8249	0.75	0.7985	0.8751	0.9048
0.2956	59.0	59000	0.2846	0.7956	0.9549	0.9152	0.342	0.7951	0.7762	0.3243	0.8358	0.8387	0.47	0.8406	0.8193	0.7906	0.8374	0.7276	0.7768	0.8688	0.9017
0.2468	60.0	60000	0.2522	0.8268	0.9656	0.9312	0.359	0.833	0.7982	0.3345	0.8631	0.8663	0.4718	0.8726	0.8386	0.8226	0.8632	0.7741	0.8211	0.8837	0.9146
0.258	61.0	61000	0.2676	0.8138	0.9597	0.931	0.349	0.8216	0.7884	0.3294	0.8541	0.8571	0.4606	0.864	0.8268	0.8143	0.8563	0.7525	0.8077	0.8747	0.9071
0.2439	62.0	62000	0.2643	0.8146	0.9612	0.9303	0.3543	0.8204	0.7861	0.3305	0.8562	0.8588	0.4796	0.8636	0.8297	0.8115	0.8561	0.757	0.8108	0.8753	0.9095
0.2355	63.0	63000	0.2709	0.8123	0.9634	0.9229	0.3778	0.813	0.7858	0.3303	0.8483	0.8528	0.4972	0.855	0.8264	0.8108	0.8479	0.7523	0.8031	0.8738	0.9074
0.2522	64.0	64000	0.2627	0.8184	0.9612	0.9221	0.3852	0.8206	0.7973	0.3337	0.8562	0.8586	0.4958	0.8622	0.8351	0.8092	0.8507	0.7626	0.8103	0.8832	0.9147
0.2428	65.0	65000	0.2917	0.8024	0.9618	0.9159	0.2852	0.8015	0.7915	0.3257	0.8411	0.8441	0.4207	0.8445	0.8292	0.7914	0.8354	0.7549	0.8031	0.8611	0.8939
0.2405	66.0	66000	0.2771	0.81	0.962	0.9272	0.3362	0.8129	0.7865	0.3294	0.8512	0.8544	0.4887	0.8582	0.8285	0.8114	0.8563	0.7559	0.8077	0.8627	0.8993
0.255	67.0	67000	0.2727	0.8104	0.9623	0.926	0.3047	0.8139	0.7856	0.3283	0.8447	0.8491	0.4225	0.8529	0.8272	0.8019	0.8449	0.7536	0.7959	0.8757	0.9066
0.2475	68.0	68000	0.2639	0.8162	0.9556	0.9204	0.3243	0.8188	0.7926	0.331	0.8545	0.8577	0.4737	0.8609	0.8351	0.8143	0.8598	0.755	0.801	0.8793	0.9124
0.2041	69.0	69000	0.2542	0.8289	0.9595	0.9288	0.3341	0.833	0.8189	0.3353	0.8623	0.8663	0.4711	0.87	0.8509	0.8292	0.8696	0.7689	0.8124	0.8885	0.917
0.2391	70.0	70000	0.2644	0.8188	0.9622	0.9296	0.3309	0.8203	0.8009	0.3339	0.8559	0.8601	0.444	0.8605	0.8428	0.8081	0.8563	0.7641	0.8108	0.8843	0.9131
0.1918	71.0	71000	0.2626	0.8182	0.9631	0.9182	0.3108	0.826	0.7918	0.3331	0.8582	0.8617	0.4313	0.8668	0.8396	0.8135	0.8586	0.7589	0.8129	0.8822	0.9137
0.2418	72.0	72000	0.2565	0.8287	0.9627	0.9296	0.3695	0.8276	0.8099	0.3355	0.8638	0.8683	0.5079	0.8691	0.8483	0.8292	0.8694	0.7733	0.8216	0.8835	0.914
0.2341	73.0	73000	0.2736	0.8156	0.9598	0.931	0.3116	0.8172	0.7993	0.3301	0.8541	0.8566	0.4335	0.8559	0.838	0.8113	0.8513	0.7619	0.8129	0.8735	0.9055
0.2384	74.0	74000	0.2652	0.8241	0.9617	0.9293	0.3518	0.8213	0.8063	0.3337	0.8598	0.8621	0.4717	0.8596	0.8437	0.814	0.8545	0.7789	0.8227	0.8795	0.9092
0.2204	75.0	75000	0.2631	0.828	0.9668	0.9335	0.3388	0.8291	0.8109	0.3329	0.8635	0.8674	0.5036	0.8668	0.8509	0.8216	0.8632	0.7807	0.8289	0.8817	0.9102
0.2124	76.0	76000	0.2679	0.8189	0.9638	0.928	0.3074	0.8241	0.7996	0.3308	0.8591	0.862	0.4452	0.8679	0.8441	0.8011	0.8465	0.7689	0.8242	0.8865	0.9154
0.2254	77.0	77000	0.2620	0.8233	0.9644	0.9317	0.3056	0.8228	0.812	0.3332	0.8603	0.8634	0.4343	0.864	0.8499	0.8119	0.8561	0.7773	0.8237	0.8808	0.9103
0.2171	78.0	78000	0.2613	0.8292	0.9634	0.9308	0.3425	0.8314	0.8124	0.3355	0.8666	0.8694	0.4835	0.8718	0.8512	0.8186	0.8604	0.7792	0.8294	0.8897	0.9185
0.2361	79.0	79000	0.2700	0.8236	0.9606	0.924	0.3619	0.8287	0.7972	0.3327	0.861	0.8641	0.4759	0.8719	0.8367	0.8184	0.8622	0.7702	0.8149	0.8824	0.9151
0.2112	80.0	80000	0.2678	0.8251	0.9632	0.925	0.3404	0.8294	0.8013	0.3315	0.8641	0.867	0.4954	0.8675	0.8457	0.8223	0.8658	0.7722	0.8227	0.8808	0.9125
0.2106	81.0	81000	0.2684	0.8197	0.9621	0.9325	0.3081	0.8237	0.7928	0.331	0.8555	0.859	0.4629	0.8627	0.8278	0.8161	0.8596	0.7587	0.8041	0.8843	0.9132
0.2021	82.0	82000	0.2732	0.8164	0.9624	0.936	0.3383	0.8179	0.7907	0.3303	0.8543	0.8586	0.4965	0.8593	0.8344	0.8119	0.8561	0.7643	0.8124	0.8729	0.9073
0.1938	83.0	83000	0.2688	0.8262	0.9618	0.9244	0.281	0.8355	0.7942	0.3356	0.8644	0.8685	0.4293	0.8748	0.8382	0.8152	0.8632	0.7902	0.8356	0.873	0.9068
0.2231	84.0	84000	0.2531	0.8342	0.9652	0.9373	0.3177	0.8448	0.7984	0.3356	0.8695	0.8721	0.4551	0.879	0.8432	0.8315	0.8728	0.7866	0.8309	0.8846	0.9127
0.2314	85.0	85000	0.2723	0.8151	0.9587	0.925	0.3363	0.8207	0.7865	0.3289	0.8503	0.8541	0.4551	0.8602	0.8276	0.8125	0.8569	0.7536	0.7938	0.8792	0.9115
0.2052	86.0	86000	0.2638	0.826	0.9656	0.9323	0.3508	0.8314	0.8039	0.334	0.8627	0.8661	0.4971	0.87	0.844	0.8171	0.8612	0.7766	0.8237	0.8842	0.9134
0.2455	87.0	87000	0.2559	0.8287	0.9634	0.9376	0.3345	0.8368	0.8071	0.3335	0.8652	0.8686	0.4934	0.8729	0.8473	0.823	0.868	0.7753	0.8206	0.8879	0.917
0.2092	88.0	88000	0.2528	0.8323	0.9653	0.935	0.3103	0.8377	0.8141	0.335	0.8653	0.8696	0.4575	0.8733	0.851	0.824	0.864	0.7837	0.8273	0.8891	0.9175
0.2307	89.0	89000	0.2581	0.8313	0.9631	0.9325	0.3615	0.8363	0.8091	0.3369	0.8671	0.8691	0.4948	0.8745	0.8477	0.8244	0.8672	0.7815	0.8216	0.888	0.9183
0.202	90.0	90000	0.2578	0.8324	0.9648	0.9372	0.3184	0.8376	0.805	0.3365	0.8686	0.8722	0.4423	0.8799	0.8457	0.8226	0.8656	0.7872	0.833	0.8873	0.9179
0.199	91.0	91000	0.2610	0.8245	0.964	0.93	0.3308	0.8253	0.8027	0.3342	0.8618	0.8654	0.4759	0.8669	0.8453	0.8155	0.8618	0.7703	0.818	0.8878	0.9164
0.2106	92.0	92000	0.2545	0.832	0.9644	0.9406	0.3802	0.8344	0.8012	0.3365	0.8683	0.8714	0.5107	0.8758	0.8441	0.8226	0.8654	0.7831	0.8299	0.8903	0.9189
0.1869	93.0	93000	0.2589	0.8285	0.9636	0.938	0.3702	0.8361	0.8014	0.3361	0.8649	0.8686	0.5086	0.8758	0.8438	0.8214	0.8656	0.7779	0.8247	0.8862	0.9156
0.2032	94.0	94000	0.2597	0.8349	0.9664	0.9383	0.4111	0.8417	0.7981	0.338	0.8722	0.8757	0.5746	0.8828	0.8415	0.83	0.871	0.7888	0.8371	0.886	0.9189
0.211	95.0	95000	0.2447	0.8411	0.9676	0.9384	0.3862	0.85	0.8085	0.3392	0.8765	0.8808	0.5183	0.8908	0.847	0.8365	0.8779	0.7967	0.8423	0.8903	0.9221
0.1982	96.0	96000	0.2555	0.8309	0.9676	0.9437	0.3621	0.834	0.8032	0.3347	0.8646	0.8684	0.509	0.8735	0.8408	0.8224	0.8604	0.7882	0.8304	0.8822	0.9144
0.1964	97.0	97000	0.2496	0.8376	0.9662	0.9431	0.393	0.8461	0.8067	0.3389	0.8717	0.8754	0.5202	0.884	0.8459	0.8263	0.8678	0.7966	0.8381	0.8898	0.9202
0.188	98.0	98000	0.2560	0.8329	0.963	0.9372	0.342	0.8379	0.8092	0.3374	0.8673	0.872	0.4843	0.8767	0.8494	0.8204	0.867	0.7864	0.8294	0.892	0.9195
0.2084	99.0	99000	0.2566	0.8353	0.9652	0.9402	0.3626	0.8444	0.8013	0.3365	0.8707	0.8745	0.4925	0.882	0.8442	0.823	0.8654	0.7933	0.8387	0.8896	0.9195
0.2004	100.0	100000	0.2680	0.825	0.9633	0.9384	0.3756	0.8293	0.7981	0.3326	0.8611	0.8644	0.5153	0.8696	0.8375	0.8143	0.8555	0.7725	0.8201	0.8883	0.9175
0.1818	101.0	101000	0.2498	0.8432	0.9643	0.9405	0.3612	0.8505	0.805	0.3391	0.8769	0.8797	0.4994	0.8871	0.8442	0.8327	0.873	0.8057	0.8459	0.8912	0.9202
0.178	102.0	102000	0.2545	0.8381	0.9604	0.9382	0.3649	0.8464	0.8108	0.3389	0.8734	0.8757	0.4773	0.8831	0.8518	0.8292	0.8702	0.7921	0.8345	0.8931	0.9223
0.1937	103.0	103000	0.2556	0.8349	0.9647	0.9407	0.3542	0.8371	0.813	0.3361	0.8697	0.8733	0.5009	0.8765	0.8536	0.8255	0.8652	0.7893	0.8351	0.89	0.9198
0.1879	104.0	104000	0.2592	0.8356	0.9672	0.9342	0.3424	0.8393	0.8126	0.3354	0.8696	0.8734	0.49	0.878	0.8504	0.8264	0.8664	0.7942	0.8366	0.8863	0.9173
0.2098	105.0	105000	0.2523	0.8367	0.9649	0.9434	0.3683	0.8408	0.8066	0.3376	0.8717	0.8747	0.5092	0.8792	0.8444	0.8333	0.8744	0.7882	0.832	0.8886	0.9176
0.1813	106.0	106000	0.2571	0.8383	0.9641	0.9338	0.3601	0.8416	0.8167	0.3378	0.8721	0.8746	0.5145	0.8786	0.8533	0.8352	0.8736	0.7895	0.8309	0.8902	0.9194
0.2125	107.0	107000	0.2517	0.8389	0.9655	0.9326	0.381	0.8432	0.8084	0.3387	0.8742	0.8775	0.5383	0.8819	0.8486	0.8346	0.8742	0.7882	0.8361	0.894	0.9221
0.1987	108.0	108000	0.2592	0.8335	0.9582	0.9326	0.3625	0.8386	0.8135	0.338	0.8694	0.8723	0.4925	0.877	0.8552	0.8261	0.868	0.7815	0.8284	0.8929	0.9207
0.2048	109.0	109000	0.2571	0.8435	0.9681	0.9365	0.3467	0.8487	0.8149	0.3404	0.8767	0.8806	0.4947	0.8874	0.8505	0.8319	0.872	0.8028	0.8469	0.8958	0.9229
0.1861	110.0	110000	0.2564	0.8409	0.9643	0.9365	0.3893	0.8418	0.8189	0.3404	0.8735	0.876	0.5313	0.8792	0.8579	0.8333	0.874	0.7955	0.834	0.8939	0.9198
0.1834	111.0	111000	0.2541	0.8398	0.9644	0.938	0.3715	0.8442	0.822	0.339	0.8725	0.8759	0.5182	0.8816	0.8587	0.8327	0.8702	0.796	0.8356	0.8907	0.9218
0.1925	112.0	112000	0.2557	0.8383	0.964	0.9352	0.3695	0.8419	0.8198	0.3398	0.8754	0.8784	0.5056	0.8811	0.8632	0.8367	0.8775	0.7873	0.8371	0.891	0.9205
0.1996	113.0	113000	0.2539	0.8412	0.9631	0.9437	0.3637	0.8459	0.8177	0.3394	0.8754	0.8783	0.4989	0.8848	0.8566	0.8363	0.8744	0.7943	0.8392	0.8931	0.9214
0.1771	114.0	114000	0.2525	0.8473	0.9616	0.9437	0.365	0.8512	0.8305	0.3413	0.8792	0.8831	0.4942	0.8892	0.8672	0.8445	0.8827	0.8009	0.8423	0.8963	0.9245
0.1794	115.0	115000	0.2547	0.8401	0.9666	0.9407	0.3566	0.8433	0.819	0.3392	0.8747	0.8782	0.4861	0.8833	0.8583	0.829	0.8698	0.7972	0.8423	0.8942	0.9226
0.1915	116.0	116000	0.2512	0.8442	0.9639	0.9369	0.3772	0.8491	0.8249	0.3396	0.8756	0.8787	0.4985	0.8852	0.8613	0.8439	0.8813	0.794	0.832	0.8948	0.9227
0.1716	117.0	117000	0.2520	0.8415	0.9634	0.9411	0.395	0.8444	0.8165	0.3397	0.8764	0.8799	0.5354	0.8843	0.8585	0.8375	0.8783	0.7957	0.8407	0.8914	0.9207
0.2288	118.0	118000	0.2557	0.8364	0.9624	0.9329	0.3636	0.8423	0.8172	0.3382	0.871	0.8751	0.5037	0.8821	0.8563	0.8338	0.874	0.7838	0.8294	0.8915	0.922
0.1847	119.0	119000	0.2550	0.8475	0.9675	0.9419	0.3875	0.8515	0.8227	0.3403	0.8803	0.8835	0.5371	0.8886	0.8619	0.8386	0.8775	0.81	0.85	0.8939	0.9231
0.1883	120.0	120000	0.2592	0.842	0.9671	0.9376	0.3497	0.8446	0.8199	0.3392	0.8768	0.8799	0.5026	0.8851	0.8609	0.8365	0.8763	0.7942	0.8407	0.8954	0.9229
0.1745	121.0	121000	0.2545	0.8424	0.9646	0.9365	0.3549	0.8515	0.815	0.3399	0.8771	0.8797	0.4978	0.8887	0.8557	0.8372	0.8775	0.7945	0.8376	0.8955	0.924
0.1779	122.0	122000	0.2553	0.8468	0.9652	0.9393	0.3822	0.8529	0.8214	0.3409	0.8804	0.883	0.5073	0.89	0.8588	0.8367	0.8748	0.8066	0.8505	0.897	0.9236
0.185	123.0	123000	0.2605	0.8413	0.966	0.9416	0.3636	0.848	0.8138	0.3386	0.8763	0.8789	0.4996	0.886	0.8525	0.833	0.873	0.7977	0.8423	0.8933	0.9215
0.1827	124.0	124000	0.2546	0.8445	0.9649	0.9423	0.3812	0.8516	0.8209	0.3396	0.88	0.8826	0.5116	0.8898	0.8575	0.8396	0.8791	0.7995	0.8459	0.8945	0.923
0.1875	125.0	125000	0.2500	0.8475	0.9674	0.9385	0.3571	0.8549	0.821	0.3411	0.8817	0.8843	0.5009	0.8928	0.8582	0.8422	0.8811	0.8041	0.8485	0.8963	0.9234
0.1694	126.0	126000	0.2610	0.8388	0.9629	0.9428	0.3501	0.8462	0.8117	0.3384	0.8738	0.8761	0.4843	0.8827	0.8517	0.8313	0.8702	0.7915	0.8371	0.8936	0.9211
0.1899	127.0	127000	0.2542	0.8414	0.9645	0.9408	0.3818	0.8475	0.8125	0.3384	0.876	0.8781	0.4918	0.8858	0.8508	0.8398	0.8779	0.7893	0.8335	0.895	0.9229
0.1861	128.0	128000	0.2551	0.8387	0.963	0.9424	0.3713	0.8465	0.813	0.3378	0.8757	0.8782	0.4943	0.8867	0.8539	0.8353	0.8759	0.7848	0.8351	0.8959	0.9237
0.1945	129.0	129000	0.2532	0.8441	0.9643	0.9438	0.3788	0.8541	0.8202	0.3405	0.88	0.8822	0.4978	0.8919	0.8583	0.8406	0.8797	0.795	0.8418	0.8966	0.925
0.179	130.0	130000	0.2606	0.8417	0.964	0.942	0.354	0.8486	0.8147	0.3403	0.8773	0.8793	0.4922	0.886	0.8545	0.8365	0.8742	0.795	0.8423	0.8935	0.9213
0.1717	131.0	131000	0.2546	0.8423	0.9642	0.9417	0.3611	0.849	0.8174	0.3393	0.8766	0.8792	0.4865	0.8866	0.8547	0.8344	0.874	0.7952	0.8402	0.8972	0.9234
0.1802	132.0	132000	0.2572	0.8419	0.9641	0.9436	0.3438	0.8481	0.8167	0.3392	0.8765	0.879	0.491	0.8851	0.8564	0.8337	0.8726	0.7959	0.8412	0.8961	0.923
0.1993	133.0	133000	0.2560	0.8421	0.9642	0.9403	0.3594	0.8499	0.8141	0.3391	0.8768	0.8795	0.5064	0.8873	0.8545	0.8368	0.8763	0.7912	0.8371	0.8984	0.925
0.1877	134.0	134000	0.2565	0.8434	0.9644	0.943	0.3654	0.8479	0.8161	0.3393	0.8762	0.8789	0.5068	0.8853	0.8543	0.8391	0.8769	0.7949	0.8366	0.8961	0.9233
0.1557	135.0	135000	0.2516	0.8447	0.9644	0.9404	0.3534	0.8503	0.8183	0.3399	0.8782	0.881	0.4918	0.8874	0.8583	0.8391	0.8801	0.799	0.8402	0.8961	0.9227
0.1825	136.0	136000	0.2555	0.8453	0.9643	0.9439	0.3752	0.852	0.8187	0.3399	0.8783	0.8809	0.4963	0.8881	0.8602	0.8406	0.8793	0.7989	0.8402	0.8963	0.9231
0.1785	137.0	137000	0.2565	0.8431	0.9642	0.9407	0.3736	0.8496	0.8168	0.339	0.8771	0.8794	0.4897	0.8868	0.8573	0.8381	0.8779	0.796	0.8371	0.8953	0.9231
0.1839	138.0	138000	0.2572	0.8405	0.9635	0.9393	0.3572	0.847	0.8149	0.3388	0.877	0.8792	0.4918	0.8865	0.8562	0.8358	0.8769	0.7904	0.8371	0.8954	0.9236
0.1637	139.0	139000	0.2531	0.8423	0.9625	0.9426	0.3606	0.8493	0.8205	0.3401	0.8789	0.8813	0.4918	0.8892	0.8605	0.8397	0.8801	0.7909	0.8397	0.8963	0.9242
0.1719	140.0	140000	0.2543	0.843	0.9638	0.9409	0.3549	0.8504	0.8201	0.3395	0.8777	0.8804	0.4999	0.8873	0.8604	0.8372	0.8783	0.7956	0.8392	0.8963	0.9239
0.1795	141.0	141000	0.2555	0.8433	0.9641	0.9404	0.3562	0.8503	0.8177	0.3396	0.8781	0.8805	0.4961	0.8878	0.8583	0.8384	0.8787	0.7943	0.8392	0.8972	0.9237
0.1657	142.0	142000	0.2554	0.8429	0.9632	0.9389	0.363	0.8488	0.8188	0.3392	0.8777	0.8801	0.5015	0.8868	0.8581	0.8388	0.8785	0.7935	0.8387	0.8965	0.9231
0.1977	143.0	143000	0.2539	0.8461	0.9641	0.9436	0.3616	0.854	0.82	0.3407	0.8802	0.8827	0.5015	0.8905	0.8604	0.8415	0.8813	0.7995	0.8428	0.8972	0.9242
0.1938	144.0	144000	0.2543	0.8456	0.9639	0.9396	0.3635	0.8532	0.8196	0.3403	0.8795	0.8819	0.505	0.8891	0.8596	0.8425	0.8817	0.7984	0.8407	0.896	0.9234
0.1728	145.0	145000	0.2548	0.8447	0.9641	0.9415	0.3581	0.8517	0.819	0.3394	0.8787	0.8811	0.5029	0.8882	0.8587	0.8413	0.8809	0.7963	0.8387	0.8965	0.9237
0.1656	146.0	146000	0.2552	0.8449	0.9639	0.9452	0.3586	0.8516	0.8188	0.3395	0.879	0.8814	0.5029	0.8884	0.8591	0.8404	0.8805	0.7978	0.8402	0.8963	0.9234
0.1753	147.0	147000	0.2554	0.8449	0.9639	0.9414	0.3586	0.8516	0.8192	0.3395	0.8788	0.8813	0.5029	0.8882	0.8593	0.8402	0.8801	0.7972	0.8397	0.8972	0.924
0.1928	148.0	148000	0.2554	0.8457	0.9638	0.9414	0.3586	0.8528	0.8199	0.3399	0.8797	0.8822	0.5029	0.8893	0.8598	0.8425	0.8819	0.7981	0.8407	0.8964	0.9239
0.1662	149.0	149000	0.2554	0.8454	0.9638	0.9414	0.3586	0.8525	0.8191	0.3399	0.8795	0.8819	0.5029	0.8889	0.8593	0.8417	0.8813	0.7981	0.8407	0.8964	0.9237
0.1556	150.0	150000	0.2554	0.8454	0.9638	0.9414	0.3586	0.8525	0.8191	0.3399	0.8795	0.8819	0.5029	0.8889	0.8593	0.8417	0.8813	0.7981	0.8407	0.8964	0.9237

Framework versions

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