pytorch-image-models/results/benchmark-infer-amp-nchw-pt112-cu113-rtx3090.csv

1	model	infer_samples_per_sec	infer_step_time	infer_batch_size	infer_img_size	infer_gmacs	infer_macts	param_count
2	tinynet_e	49285.12	20.767	1024	106	0.03	0.69	2.04
3	mobilenetv3_small_050	43905.96	23.312	1024	224	0.03	0.92	1.59
4	lcnet_035	40961.84	24.988	1024	224	0.03	1.04	1.64
5	lcnet_050	36451.18	28.081	1024	224	0.05	1.26	1.88
6	mobilenetv3_small_075	32291.57	31.7	1024	224	0.05	1.3	2.04
7	mobilenetv3_small_100	28935.54	35.379	1024	224	0.06	1.42	2.54
8	tf_mobilenetv3_small_minimal_100	27926.5	36.657	1024	224	0.06	1.41	2.04
9	tinynet_d	27303.88	37.493	1024	152	0.05	1.42	2.34
10	tf_mobilenetv3_small_075	26850.04	38.127	1024	224	0.05	1.3	2.04
11	tf_mobilenetv3_small_100	24320.21	42.094	1024	224	0.06	1.42	2.54
12	lcnet_075	22627.19	45.245	1024	224	0.1	1.99	2.36
13	mnasnet_small	20150.91	50.806	1024	224	0.07	2.16	2.03
14	levit_128s	19458.78	52.613	1024	224	0.31	1.88	7.78
15	lcnet_100	18910.66	54.139	1024	224	0.16	2.52	2.95
16	mobilenetv2_035	18047.72	56.728	1024	224	0.07	2.86	1.68
17	regnetx_002	17921.55	57.126	1024	224	0.2	2.16	2.68
18	regnety_002	16656.92	61.462	1024	224	0.2	2.17	3.16
19	ghostnet_050	16494.57	62.071	1024	224	0.05	1.77	2.59
20	mnasnet_050	15574.97	65.736	1024	224	0.11	3.07	2.22
21	mobilenetv2_050	14533.98	70.445	1024	224	0.1	3.64	1.97
22	tinynet_c	14397.76	71.111	1024	184	0.11	2.87	2.46
23	semnasnet_050	14065.61	72.79	1024	224	0.11	3.44	2.08
24	levit_128	13348.5	76.702	1024	224	0.41	2.71	9.21
25	vit_small_patch32_224	12899.41	79.373	1024	224	1.15	2.5	22.88
26	mixer_s32_224	12823.61	79.842	1024	224	1.0	2.28	19.1
27	lcnet_150	12599.24	81.264	1024	224	0.34	3.79	4.5
28	regnetx_004	12314.46	83.141	1024	224	0.4	3.14	5.16
29	cs3darknet_focus_s	11852.98	86.381	1024	256	0.69	2.7	3.27
30	mobilenetv3_large_075	11687.27	87.605	1024	224	0.16	4.0	3.99
31	resnet10t	11549.51	88.651	1024	224	1.1	2.43	5.44
32	cs3darknet_s	11540.93	88.716	1024	256	0.72	2.97	3.28
33	vit_tiny_r_s16_p8_224	10917.33	93.785	1024	224	0.44	2.06	6.34
34	ese_vovnet19b_slim_dw	10530.7	97.229	1024	224	0.4	5.28	1.9
35	mobilenetv3_rw	10453.43	97.947	1024	224	0.23	4.41	5.48
36	hardcorenas_a	10387.47	98.569	1024	224	0.23	4.38	5.26
37	mobilenetv3_large_100_miil	10298.68	99.419	1024	224	0.23	4.41	5.48
38	mobilenetv3_large_100	10295.13	99.453	1024	224	0.23	4.41	5.48
39	tf_mobilenetv3_large_075	10277.2	99.627	1024	224	0.16	4.0	3.99
40	gernet_s	10228.24	100.105	1024	224	0.75	2.65	8.17
41	mnasnet_075	10209.23	100.29	1024	224	0.23	4.77	3.17
42	levit_192	10099.95	101.375	1024	224	0.66	3.2	10.95
43	tf_mobilenetv3_large_minimal_100	10021.88	102.166	1024	224	0.22	4.4	3.92
44	hardcorenas_b	9469.88	108.121	1024	224	0.26	5.09	5.18
45	regnetx_006	9309.45	109.982	1024	224	0.61	3.98	6.2
46	tinynet_b	9298.6	110.113	1024	188	0.21	4.44	3.73
47	regnety_004	9296.36	110.137	1024	224	0.41	3.89	4.34
48	ghostnet_100	9264.87	110.513	1024	224	0.15	3.55	5.18
49	hardcorenas_c	9196.31	111.338	1024	224	0.28	5.01	5.52
50	resnet18	9171.4	111.64	1024	224	1.82	2.48	11.69
51	tf_mobilenetv3_large_100	9170.64	111.649	1024	224	0.23	4.41	5.48
52	mobilenetv2_075	9151.72	111.88	1024	224	0.22	5.86	2.64
53	swsl_resnet18	9145.07	111.962	1024	224	1.82	2.48	11.69
54	mnasnet_100	9128.95	112.159	1024	224	0.33	5.46	4.38
55	mnasnet_b1	9096.68	112.558	1024	224	0.33	5.46	4.38
56	gluon_resnet18_v1b	9092.93	112.604	1024	224	1.82	2.48	11.69
57	ssl_resnet18	9043.33	113.221	1024	224	1.82	2.48	11.69
58	semnasnet_075	8958.16	114.297	1024	224	0.23	5.54	2.91
59	hardcorenas_d	8756.1	116.935	1024	224	0.3	4.93	7.5
60	seresnet18	8678.54	117.981	1024	224	1.82	2.49	11.78
61	regnety_006	8404.01	121.832	1024	224	0.61	4.33	6.06
62	mobilenetv2_100	8360.81	122.466	1024	224	0.31	6.68	3.5
63	legacy_seresnet18	8318.12	123.094	1024	224	1.82	2.49	11.78
64	spnasnet_100	8246.33	124.165	1024	224	0.35	6.03	4.42
65	semnasnet_100	8027.18	127.555	1024	224	0.32	6.23	3.89
66	mnasnet_a1	8013.14	127.779	1024	224	0.32	6.23	3.89
67	levit_256	7862.24	130.228	1024	224	1.13	4.23	18.89
68	resnet18d	7721.04	132.614	1024	224	2.06	3.29	11.71
69	hardcorenas_f	7642.68	133.973	1024	224	0.35	5.57	8.2
70	hardcorenas_e	7588.05	134.938	1024	224	0.35	5.65	8.07
71	ese_vovnet19b_slim	7530.8	135.964	1024	224	1.69	3.52	3.17
72	efficientnet_lite0	7530.79	135.964	1024	224	0.4	6.74	4.65
73	ghostnet_130	7411.84	138.146	1024	224	0.24	4.6	7.36
74	regnetx_008	7376.89	138.798	1024	224	0.81	5.15	7.26
75	tinynet_a	7260.16	141.032	1024	192	0.35	5.41	6.19
76	tf_efficientnetv2_b0	7117.22	143.865	1024	224	0.73	4.77	7.14
77	fbnetc_100	7115.49	143.899	1024	224	0.4	6.51	5.57
78	regnety_008	7108.36	144.037	1024	224	0.81	5.25	6.26
79	xcit_nano_12_p16_224_dist	7019.86	145.861	1024	224	0.56	4.17	3.05
80	xcit_nano_12_p16_224	7000.29	146.268	1024	224	0.56	4.17	3.05
81	edgenext_xx_small	6963.01	147.05	1024	256	0.33	4.21	1.33
82	levit_256d	6856.41	149.338	1024	224	1.4	4.93	26.21
83	deit_tiny_patch16_224	6794.46	150.698	1024	224	1.26	5.97	5.72
84	vit_tiny_patch16_224	6769.81	151.248	1024	224	1.26	5.97	5.72
85	tf_efficientnet_lite0	6667.82	153.562	1024	224	0.4	6.74	4.65
86	deit_tiny_distilled_patch16_224	6647.4	154.032	1024	224	1.27	6.01	5.91
87	efficientnet_b0	6576.16	155.702	1024	224	0.4	6.75	5.29
88	dla46_c	6538.59	156.596	1024	224	0.58	4.5	1.3
89	rexnetr_100	6369.79	160.748	1024	224	0.43	7.72	4.88
90	mnasnet_140	6297.39	162.595	1024	224	0.6	7.71	7.12
91	rexnet_100	6295.89	162.634	1024	224	0.41	7.44	4.8
92	efficientnet_b1_pruned	6269.62	163.315	1024	240	0.4	6.21	6.33
93	mobilenetv2_110d	6263.44	163.477	1024	224	0.45	8.71	4.52
94	regnetz_005	6057.27	169.042	1024	224	0.52	5.86	7.12
95	resnetblur18	6056.25	169.07	1024	224	2.34	3.39	11.69
96	pit_ti_distilled_224	6026.49	169.903	1024	224	0.71	6.23	5.1
97	pit_ti_224	5988.08	170.993	1024	224	0.7	6.19	4.85
98	nf_regnet_b0	5936.35	172.485	1024	256	0.64	5.58	8.76
99	mobilevitv2_050	5906.65	173.353	1024	256	0.48	8.04	1.37
100	tf_efficientnet_b0_ap	5894.61	173.707	1024	224	0.4	6.75	5.29
101	tf_efficientnet_b0	5892.32	173.774	1024	224	0.4	6.75	5.29
102	tf_efficientnet_b0_ns	5891.52	173.799	1024	224	0.4	6.75	5.29
103	visformer_tiny	5845.93	175.153	1024	224	1.27	5.72	10.32
104	resnet14t	5834.5	175.495	1024	224	1.69	5.8	10.08
105	dla46x_c	5690.98	179.922	1024	224	0.54	5.66	1.07
106	skresnet18	5640.2	181.543	1024	224	1.82	3.24	11.96
107	semnasnet_140	5544.22	184.685	1024	224	0.6	8.87	6.11
108	hrnet_w18_small	5451.81	187.816	1024	224	1.61	5.72	13.19
109	mobilenetv2_140	5399.1	189.649	1024	224	0.6	9.57	6.11
110	resnet34	5356.43	191.161	1024	224	3.67	3.74	21.8
111	dla60x_c	5292.02	193.487	1024	224	0.59	6.01	1.32
112	mobilevit_xxs	5275.05	194.109	1024	256	0.42	8.34	1.27
113	ese_vovnet19b_dw	5260.83	194.634	1024	224	1.34	8.25	6.54
114	gluon_resnet34_v1b	5203.76	196.769	1024	224	3.67	3.74	21.8
115	tv_resnet34	5193.55	197.156	1024	224	3.67	3.74	21.8
116	efficientnet_lite1	5144.81	199.024	1024	240	0.62	10.14	5.42
117	mixnet_s	5054.78	202.566	1024	224	0.25	6.25	4.13
118	seresnet34	5051.53	202.699	1024	224	3.67	3.74	21.96
119	gernet_m	5028.39	203.632	1024	224	3.02	5.24	21.14
120	fbnetv3_b	4982.49	205.508	1024	256	0.55	9.1	8.6
121	selecsls42	4945.53	207.043	1024	224	2.94	4.62	30.35
122	selecsls42b	4942.3	207.179	1024	224	2.98	4.62	32.46
123	vit_base_patch32_224_sam	4921.3	208.063	1024	224	4.41	5.01	88.22
124	vit_base_patch32_224	4918.17	208.197	1024	224	4.41	5.01	88.22
125	resnet34d	4834.03	211.82	1024	224	3.91	4.54	21.82
126	rexnetr_130	4789.2	213.803	1024	224	0.68	9.81	7.61
127	pit_xs_224	4766.56	214.816	1024	224	1.4	7.71	10.62
128	tf_efficientnetv2_b1	4738.51	216.09	1024	240	1.21	7.34	8.14
129	legacy_seresnet34	4737.15	216.152	1024	224	3.67	3.74	21.96
130	pit_xs_distilled_224	4722.37	216.826	1024	224	1.41	7.76	11.0
131	mixer_b32_224	4707.3	217.523	1024	224	3.24	6.29	60.29
132	tf_mixnet_s	4706.57	217.551	1024	224	0.25	6.25	4.13
133	tf_efficientnet_lite1	4662.36	219.62	1024	240	0.62	10.14	5.42
134	xcit_tiny_12_p16_224_dist	4593.26	222.924	1024	224	1.24	6.29	6.72
135	xcit_tiny_12_p16_224	4592.09	222.979	1024	224	1.24	6.29	6.72
136	rexnet_130	4578.43	223.646	1024	224	0.68	9.71	7.56
137	levit_384	4538.82	225.597	1024	224	2.36	6.26	39.13
138	mobilenetv2_120d	4530.56	226.009	1024	224	0.69	11.97	5.83
139	edgenext_x_small	4436.58	230.795	1024	256	0.68	7.5	2.34
140	cs3darknet_focus_m	4399.27	232.755	1024	288	2.51	6.19	9.3
141	efficientnet_b0_g16_evos	4394.3	233.017	1024	224	1.01	7.42	8.11
142	efficientnet_es	4389.85	233.253	1024	224	1.81	8.73	5.44
143	efficientnet_es_pruned	4389.6	233.266	1024	224	1.81	8.73	5.44
144	resnet26	4383.27	233.604	1024	224	2.36	7.35	16.0
145	cs3darknet_m	4330.89	236.429	1024	288	2.63	6.69	9.31
146	fbnetv3_d	4328.59	236.555	1024	256	0.68	11.1	10.31
147	repvgg_b0	4286.85	238.858	1024	224	3.41	6.15	15.82
148	selecsls60	4286.11	238.899	1024	224	3.59	5.52	30.67
149	darknet17	4270.14	179.843	768	256	3.26	7.18	14.3
150	selecsls60b	4265.59	240.05	1024	224	3.63	5.52	32.77
151	efficientnet_b2_pruned	4264.69	240.099	1024	260	0.73	9.13	8.31
152	tf_efficientnet_es	4239.07	241.551	1024	224	1.81	8.73	5.44
153	regnetx_016	4196.72	243.986	1024	224	1.62	7.93	9.19
154	rexnetr_150	4170.12	245.545	1024	224	0.89	11.13	9.78
155	crossvit_tiny_240	4122.19	248.4	1024	240	1.57	9.08	7.01
156	dla34	4120.09	248.525	1024	224	3.07	5.02	15.74
157	mixer_s16_224	4085.83	250.611	1024	224	3.79	5.97	18.53
158	vit_small_patch32_384	4015.79	254.982	1024	384	3.45	8.25	22.92
159	rexnet_150	3990.72	256.583	1024	224	0.9	11.21	9.73
160	resnet26d	3989.2	256.681	1024	224	2.6	8.15	16.01
161	ecaresnet50d_pruned	3983.23	257.066	1024	224	2.53	6.43	19.94
162	efficientnet_lite2	3977.91	257.41	1024	260	0.89	12.9	6.09
163	gmlp_ti16_224	3944.3	259.603	1024	224	1.34	7.55	5.87
164	mobilevitv2_075	3905.27	262.199	1024	256	1.05	12.06	2.87
165	crossvit_9_240	3875.46	264.215	1024	240	1.85	9.52	8.55
166	darknet21	3872.25	198.322	768	256	3.93	7.47	20.86
167	nf_resnet26	3857.21	265.465	1024	224	2.41	7.35	16.0
168	convnext_nano_ols	3756.44	272.585	1024	224	2.5	8.37	15.6
169	convnext_nano_hnf	3749.56	273.084	1024	224	2.46	8.37	15.59
170	sedarknet21	3744.18	205.107	768	256	3.93	7.47	20.95
171	efficientnet_b1	3742.67	273.59	1024	256	0.77	12.22	7.79
172	crossvit_9_dagger_240	3734.14	274.215	1024	240	1.99	9.97	8.78
173	tf_efficientnet_b1	3731.51	274.409	1024	240	0.71	10.88	7.79
174	tf_efficientnet_b1_ns	3731.48	274.411	1024	240	0.71	10.88	7.79
175	tf_efficientnet_b1_ap	3726.19	274.8	1024	240	0.71	10.88	7.79
176	resnest14d	3644.88	280.93	1024	224	2.76	7.33	10.61
177	regnety_016	3624.55	282.503	1024	224	1.63	8.04	11.2
178	tf_efficientnet_lite2	3624.06	282.543	1024	260	0.89	12.9	6.09
179	vit_tiny_r_s16_p8_384	3594.94	213.622	768	384	1.34	6.49	6.36
180	tf_efficientnetv2_b2	3593.98	284.91	1024	260	1.72	9.84	10.1
181	poolformer_s12	3483.41	293.951	1024	224	1.82	5.53	11.92
182	resmlp_12_224	3460.87	295.868	1024	224	3.01	5.5	15.35
183	resmlp_12_distilled_224	3458.54	296.067	1024	224	3.01	5.5	15.35
184	mixnet_m	3455.23	296.35	1024	224	0.36	8.19	5.01
185	gmixer_12_224	3401.29	301.051	1024	224	2.67	7.26	12.7
186	resnext26ts	3375.26	303.371	1024	256	2.43	10.52	10.3
187	nf_ecaresnet26	3365.9	304.215	1024	224	2.41	7.36	16.0
188	nf_seresnet26	3360.23	304.729	1024	224	2.41	7.36	17.4
189	gernet_l	3328.59	307.626	1024	256	4.57	8.0	31.08
190	repvgg_a2	3325.03	307.955	1024	224	5.7	6.26	28.21
191	tf_mixnet_m	3322.0	308.236	1024	224	0.36	8.19	5.01
192	efficientnet_b3_pruned	3297.4	310.535	1024	300	1.04	11.86	9.86
193	nf_regnet_b1	3293.07	310.944	1024	288	1.02	9.2	10.22
194	seresnext26ts	3291.26	311.115	1024	256	2.43	10.52	10.39
195	eca_resnext26ts	3290.56	311.182	1024	256	2.43	10.52	10.3
196	legacy_seresnext26_32x4d	3269.09	313.225	1024	224	2.49	9.39	16.79
197	skresnet34	3229.96	317.02	1024	224	3.67	5.13	22.28
198	gcresnext26ts	3229.79	317.037	1024	256	2.43	10.53	10.48
199	nf_regnet_b2	3193.49	320.64	1024	272	1.22	9.27	14.31
200	convit_tiny	3179.42	322.058	1024	224	1.26	7.94	5.71
201	resnet26t	3149.41	325.128	1024	256	3.35	10.52	16.01
202	rexnetr_200	3135.78	244.904	768	224	1.59	15.11	16.52
203	ecaresnet101d_pruned	3129.51	327.195	1024	224	3.48	7.69	24.88
204	seresnext26tn_32x4d	3050.2	335.704	1024	224	2.7	10.09	16.81
205	seresnext26t_32x4d	3050.01	335.724	1024	224	2.7	10.09	16.81
206	ecaresnext50t_32x4d	3049.83	335.744	1024	224	2.7	10.09	15.41
207	ecaresnext26t_32x4d	3048.36	335.905	1024	224	2.7	10.09	15.41
208	seresnext26d_32x4d	3037.9	337.063	1024	224	2.73	10.19	16.81
209	deit_small_patch16_224	3002.36	341.052	1024	224	4.61	11.95	22.05
210	rexnet_200	3001.86	255.828	768	224	1.56	14.91	16.37
211	vit_small_patch16_224	3000.37	341.279	1024	224	4.61	11.95	22.05
212	mobilevit_xs	2981.72	257.559	768	256	1.05	16.33	2.32
213	deit_small_distilled_patch16_224	2950.87	347.001	1024	224	4.63	12.02	22.44
214	pit_s_224	2945.22	347.668	1024	224	2.88	11.56	23.46
215	ecaresnetlight	2941.7	348.085	1024	224	4.11	8.42	30.16
216	coat_lite_tiny	2932.4	349.189	1024	224	1.6	11.65	5.72
217	eca_botnext26ts_256	2930.99	349.358	1024	256	2.46	11.6	10.59
218	pit_s_distilled_224	2918.75	350.821	1024	224	2.9	11.64	24.04
219	tf_efficientnet_b2_ns	2903.13	352.71	1024	260	1.02	13.83	9.11
220	tf_efficientnet_b2	2902.67	352.766	1024	260	1.02	13.83	9.11
221	tf_efficientnet_b2_ap	2901.98	352.851	1024	260	1.02	13.83	9.11
222	eca_halonext26ts	2883.09	355.163	1024	256	2.44	11.46	10.76
223	tresnet_m	2870.7	356.694	1024	224	5.74	7.31	31.39
224	botnet26t_256	2862.72	357.688	1024	256	3.32	11.98	12.49
225	regnetx_032	2852.1	359.019	1024	224	3.2	11.37	15.3
226	hrnet_w18_small_v2	2845.04	359.912	1024	224	2.62	9.65	15.6
227	deit3_small_patch16_224_in21ft1k	2837.48	360.868	1024	224	4.61	11.95	22.06
228	halonet26t	2832.73	361.477	1024	256	3.19	11.69	12.48
229	resnetv2_50	2829.74	361.858	1024	224	4.11	11.11	25.55
230	deit3_small_patch16_224	2828.59	362.004	1024	224	4.61	11.95	22.06
231	vgg11	2795.7	183.125	512	224	7.61	7.44	132.86
232	haloregnetz_b	2794.73	366.391	1024	224	1.97	11.94	11.68
233	bat_resnext26ts	2793.93	366.495	1024	256	2.53	12.51	10.73
234	vit_relpos_base_patch32_plus_rpn_256	2775.87	368.882	1024	256	7.68	8.01	119.42
235	vit_base_patch32_plus_256	2773.66	369.174	1024	256	7.79	7.76	119.48
236	dpn68b	2762.53	370.662	1024	224	2.35	10.47	12.61
237	vit_small_resnet26d_224	2758.05	371.264	1024	224	5.07	11.12	63.61
238	efficientnet_b2	2753.12	371.929	1024	288	1.12	16.2	9.11
239	coat_lite_mini	2752.31	372.037	1024	224	2.0	12.25	11.01
240	efficientnet_b2a	2752.1	372.068	1024	288	1.12	16.2	9.11
241	efficientnet_b0_gn	2748.63	372.536	1024	224	0.42	6.75	5.29
242	resnet50	2733.34	374.621	1024	224	4.11	11.11	25.56
243	ssl_resnet50	2732.73	374.705	1024	224	4.11	11.11	25.56
244	tv_resnet50	2732.0	374.804	1024	224	4.11	11.11	25.56
245	gluon_resnet50_v1b	2731.92	374.815	1024	224	4.11	11.11	25.56
246	swsl_resnet50	2730.89	374.957	1024	224	4.11	11.11	25.56
247	cspresnet50	2720.51	376.385	1024	256	4.54	11.5	21.62
248	resnet32ts	2719.03	376.593	1024	256	4.63	11.58	17.96
249	dpn68	2711.28	377.669	1024	224	2.35	10.47	12.61
250	mobilevitv2_100	2710.59	283.322	768	256	1.84	16.08	4.9
251	vovnet39a	2706.48	378.339	1024	224	7.09	6.73	22.6
252	resnetv2_50t	2687.6	380.997	1024	224	4.32	11.82	25.57
253	resnet33ts	2683.32	381.605	1024	256	4.76	11.66	19.68
254	resnetv2_50d	2678.25	382.327	1024	224	4.35	11.92	25.57
255	efficientnet_em	2663.14	384.496	1024	240	3.04	14.34	6.9
256	mixnet_l	2651.17	289.672	768	224	0.58	10.84	7.33
257	visformer_small	2638.82	388.04	1024	224	4.88	11.43	40.22
258	ese_vovnet39b	2631.4	389.135	1024	224	7.09	6.74	24.57
259	resnest26d	2624.21	390.2	1024	224	3.64	9.97	17.07
260	vit_relpos_small_patch16_224	2615.53	391.496	1024	224	4.59	13.05	21.98
261	seresnet33ts	2613.57	391.79	1024	256	4.76	11.66	19.78
262	eca_resnet33ts	2609.68	392.373	1024	256	4.76	11.66	19.68
263	vit_srelpos_small_patch16_224	2607.7	392.67	1024	224	4.59	12.16	21.97
264	eca_vovnet39b	2607.14	392.755	1024	224	7.09	6.74	22.6
265	gluon_resnet50_v1c	2599.91	393.848	1024	224	4.35	11.92	25.58
266	tf_efficientnet_em	2599.16	393.961	1024	240	3.04	14.34	6.9
267	cspresnet50w	2589.44	395.44	1024	256	5.04	12.19	28.12
268	resnet50d	2584.02	396.27	1024	224	4.35	11.92	25.58
269	legacy_seresnet50	2582.34	396.527	1024	224	3.88	10.6	28.09
270	resnet50t	2580.37	396.829	1024	224	4.32	11.82	25.57
271	twins_svt_small	2576.63	397.407	1024	224	2.94	13.75	24.06
272	gluon_resnet50_v1d	2570.89	398.293	1024	224	4.35	11.92	25.58
273	gcresnet33ts	2569.2	398.556	1024	256	4.76	11.68	19.88
274	cspresnet50d	2560.0	399.988	1024	256	4.86	12.55	21.64
275	lambda_resnet26t	2551.69	401.29	1024	256	3.02	11.87	10.96
276	tf_mixnet_l	2550.79	301.072	768	224	0.58	10.84	7.33
277	selecsls84	2543.3	402.613	1024	224	5.9	7.57	50.95
278	vgg11_bn	2541.42	201.45	512	224	7.62	7.44	132.87
279	dla60	2525.2	405.498	1024	224	4.26	10.16	22.04
280	cs3darknet_focus_l	2520.03	406.331	1024	288	5.9	10.16	21.15
281	res2net50_48w_2s	2502.4	409.196	1024	224	4.18	11.72	25.29
282	cs3darknet_l	2485.99	411.896	1024	288	6.16	10.83	21.16
283	densenet121	2467.71	414.945	1024	224	2.87	6.9	7.98
284	xcit_nano_12_p16_384_dist	2466.74	415.111	1024	384	1.64	12.15	3.05
285	xcit_tiny_24_p16_224_dist	2463.21	415.705	1024	224	2.34	11.82	12.12
286	tv_densenet121	2461.4	416.011	1024	224	2.87	6.9	7.98
287	xcit_tiny_24_p16_224	2457.2	416.72	1024	224	2.34	11.82	12.12
288	seresnet50	2438.84	419.859	1024	224	4.11	11.13	28.09
289	convnext_tiny_hnfd	2399.93	426.664	1024	224	4.47	13.44	28.59
290	convnext_tiny_hnf	2395.62	427.433	1024	224	4.47	13.44	28.59
291	efficientnet_lite3	2383.15	214.83	512	300	1.65	21.85	8.2
292	efficientnet_b0_g8_gn	2375.8	431.002	1024	224	0.66	6.75	6.56
293	convnext_tiny_in22ft1k	2362.17	433.485	1024	224	4.47	13.44	28.59
294	densenet121d	2362.07	433.503	1024	224	3.11	7.7	8.0
295	convnext_tiny	2359.72	433.936	1024	224	4.47	13.44	28.59
296	cs3sedarknet_l	2353.08	435.161	1024	288	6.16	10.83	21.91
297	resnetaa50d	2350.26	435.685	1024	224	5.39	12.44	25.58
298	efficientnet_cc_b0_4e	2334.0	438.721	1024	224	0.41	9.42	13.31
299	seresnet50t	2333.68	438.78	1024	224	4.32	11.83	28.1
300	ecaresnet50d	2316.33	442.066	1024	224	4.35	11.93	25.58
301	resnetblur50	2298.66	445.465	1024	224	5.16	12.02	25.56
302	mobilevit_s	2279.76	336.866	768	256	2.03	19.94	5.58
303	resnetrs50	2276.18	449.864	1024	224	4.48	12.14	35.69
304	vit_base_resnet26d_224	2262.15	452.654	1024	224	6.97	13.16	101.4
305	gluon_resnet50_v1s	2257.16	453.655	1024	224	5.47	13.52	25.68
306	vovnet57a	2253.6	454.372	1024	224	8.95	7.52	36.64
307	adv_inception_v3	2250.27	455.041	1024	299	5.73	8.97	23.83
308	gluon_inception_v3	2249.35	455.229	1024	299	5.73	8.97	23.83
309	tf_inception_v3	2245.22	456.064	1024	299	5.73	8.97	23.83
310	tf_efficientnet_cc_b0_4e	2243.01	456.518	1024	224	0.41	9.42	13.31
311	inception_v3	2240.78	456.965	1024	299	5.73	8.97	23.83
312	tf_efficientnet_cc_b0_8e	2240.71	456.986	1024	224	0.42	9.42	24.01
313	densenetblur121d	2235.56	458.037	1024	224	3.11	7.9	8.0
314	resnest50d_1s4x24d	2213.57	462.589	1024	224	4.43	13.57	25.68
315	res2net50_26w_4s	2209.54	463.432	1024	224	4.28	12.61	25.7
316	ssl_resnext50_32x4d	2205.13	464.359	1024	224	4.26	14.4	25.03
317	swsl_resnext50_32x4d	2204.8	464.429	1024	224	4.26	14.4	25.03
318	gluon_resnext50_32x4d	2203.2	464.765	1024	224	4.26	14.4	25.03
319	resnext50_32x4d	2199.44	465.561	1024	224	4.26	14.4	25.03
320	tv_resnext50_32x4d	2198.23	465.818	1024	224	4.26	14.4	25.03
321	regnetx_040	2190.95	467.362	1024	224	3.99	12.2	22.12
322	cspresnext50	2182.4	469.194	1024	256	4.05	15.86	20.57
323	resnetblur50d	2182.09	469.263	1024	224	5.4	12.82	25.58
324	regnetz_b16	2180.8	469.54	1024	288	2.39	16.43	9.72
325	ese_vovnet57b	2171.57	471.535	1024	224	8.95	7.52	38.61
326	tf_efficientnet_lite3	2166.77	236.285	512	300	1.65	21.85	8.2
327	mobilevitv2_125	2151.63	356.926	768	256	2.86	20.1	7.48
328	efficientnet_cc_b0_8e	2149.58	476.36	1024	224	0.42	9.42	24.01
329	semobilevit_s	2143.19	358.331	768	256	2.03	19.95	5.74
330	twins_pcpvt_small	2142.01	478.043	1024	224	3.83	18.08	24.11
331	nf_regnet_b3	2133.81	479.88	1024	320	2.05	14.61	18.59
332	tf_efficientnetv2_b3	2121.62	482.639	1024	300	3.04	15.74	14.36
333	seresnetaa50d	2118.99	483.236	1024	224	5.4	12.46	28.11
334	efficientnetv2_rw_t	2117.33	483.616	1024	288	3.19	16.42	13.65
335	gcresnext50ts	2113.73	484.438	1024	256	3.75	15.46	15.67
336	edgenext_small	2107.47	485.876	1024	320	1.97	14.16	5.59
337	resnext50d_32x4d	2094.1	488.98	1024	224	4.5	15.2	25.05
338	dla60x	2080.97	492.062	1024	224	3.54	13.8	17.35
339	res2net50_14w_8s	2066.79	495.441	1024	224	4.21	13.28	25.06
340	gc_efficientnetv2_rw_t	2061.37	496.743	1024	288	3.2	16.45	13.68
341	sehalonet33ts	2057.14	373.322	768	256	3.55	14.7	13.69
342	gcresnet50t	2055.89	498.068	1024	256	5.42	14.67	25.9
343	skresnet50	2048.81	499.79	1024	224	4.11	12.5	25.8
344	fbnetv3_g	2047.87	500.019	1024	288	1.77	21.09	16.62
345	nf_ecaresnet50	2039.26	502.129	1024	224	4.21	11.13	25.56
346	nf_seresnet50	2037.45	502.576	1024	224	4.21	11.13	28.09
347	cs3darknet_focus_x	2026.01	505.415	1024	256	8.03	10.69	35.02
348	dla60_res2net	2015.55	508.035	1024	224	4.15	12.34	20.85
349	lambda_resnet26rpt_256	2015.24	190.536	384	256	3.16	11.87	10.99
350	seresnext50_32x4d	2010.4	509.339	1024	224	4.26	14.42	27.56
351	legacy_seresnext50_32x4d	2003.57	511.076	1024	224	4.26	14.42	27.56
352	repvgg_b1g4	2003.2	511.169	1024	224	8.15	10.64	39.97
353	gluon_seresnext50_32x4d	2002.45	511.358	1024	224	4.26	14.42	27.56
354	densenet169	1987.41	515.228	1024	224	3.4	7.3	14.15
355	res2next50	1967.78	520.369	1024	224	4.2	13.71	24.67
356	vit_relpos_small_patch16_rpn_224	1966.99	520.579	1024	224	4.59	13.05	21.97
357	skresnet50d	1957.14	523.201	1024	224	4.36	13.31	25.82
358	xcit_small_12_p16_224_dist	1952.72	524.382	1024	224	4.82	12.58	26.25
359	crossvit_small_240	1952.54	524.431	1024	240	5.63	18.17	26.86
360	xcit_small_12_p16_224	1952.1	524.55	1024	224	4.82	12.58	26.25
361	cs3sedarknet_xdw	1919.73	533.397	1024	256	5.97	17.18	21.6
362	swin_tiny_patch4_window7_224	1915.52	534.569	1024	224	4.51	17.06	28.29
363	vit_relpos_medium_patch16_cls_224	1909.56	536.236	1024	224	8.03	18.24	38.76
364	mixnet_xl	1903.31	268.993	512	224	0.93	14.57	11.9
365	dla60_res2next	1893.19	540.873	1024	224	3.49	13.17	17.03
366	xcit_nano_12_p8_224_dist	1887.0	542.649	1024	224	2.16	15.71	3.05
367	xcit_nano_12_p8_224	1883.21	543.74	1024	224	2.16	15.71	3.05
368	cspdarknet53	1881.33	408.211	768	256	6.57	16.81	27.64
369	gmlp_s16_224	1873.82	546.464	1024	224	4.42	15.1	19.42
370	edgenext_small_rw	1831.96	558.95	1024	320	2.46	14.85	7.83
371	ecaresnet26t	1828.87	559.898	1024	320	5.24	16.44	16.01
372	vit_small_r26_s32_224	1825.94	560.792	1024	224	3.56	9.85	36.43
373	vgg13	1819.73	281.346	512	224	11.31	12.25	133.05
374	poolformer_s24	1804.4	567.487	1024	224	3.41	10.68	21.39
375	crossvit_15_240	1799.06	569.173	1024	240	5.81	19.77	27.53
376	vit_relpos_medium_patch16_224	1794.09	570.75	1024	224	7.97	17.02	38.75
377	vit_srelpos_medium_patch16_224	1787.05	573.0	1024	224	7.96	16.21	38.74
378	mobilevitv2_150	1774.77	288.477	512	256	4.09	24.11	10.59
379	mobilevitv2_150_in22ft1k	1773.43	288.695	512	256	4.09	24.11	10.59
380	sebotnet33ts_256	1762.47	217.864	384	256	3.89	17.46	13.7
381	resmlp_24_224	1761.92	581.171	1024	224	5.96	10.91	30.02
382	efficientnet_b3	1761.71	290.615	512	320	2.01	26.52	12.23
383	efficientnet_b3a	1761.71	290.614	512	320	2.01	26.52	12.23
384	resmlp_24_distilled_224	1760.69	581.576	1024	224	5.96	10.91	30.02
385	regnetx_064	1757.88	436.877	768	224	6.49	16.37	26.21
386	resnest50d	1750.78	584.87	1024	224	5.4	14.36	27.48
387	gmixer_24_224	1741.35	588.036	1024	224	5.28	14.45	24.72
388	swin_s3_tiny_224	1737.42	589.369	1024	224	4.64	19.13	28.33
389	crossvit_15_dagger_240	1736.98	589.517	1024	240	6.13	20.43	28.21
390	vit_base_resnet50d_224	1722.65	594.42	1024	224	8.73	16.92	110.97
391	resnetv2_101	1717.18	596.314	1024	224	7.83	16.23	44.54
392	tf_efficientnet_b3_ap	1706.97	299.935	512	300	1.87	23.83	12.23
393	tf_efficientnet_b3	1705.74	300.151	512	300	1.87	23.83	12.23
394	tf_efficientnet_b3_ns	1705.51	300.191	512	300	1.87	23.83	12.23
395	lambda_resnet50ts	1694.68	604.231	1024	256	5.07	17.48	21.54
396	dla102	1693.75	604.56	1024	224	7.19	14.18	33.27
397	darknetaa53	1689.16	454.651	768	288	10.08	15.68	36.02
398	gluon_resnet101_v1b	1679.75	609.599	1024	224	7.83	16.23	44.55
399	tv_resnet101	1679.18	609.808	1024	224	7.83	16.23	44.55
400	resnet101	1676.67	610.719	1024	224	7.83	16.23	44.55
401	repvgg_b1	1663.53	615.546	1024	224	13.16	10.64	57.42
402	resnetv2_101d	1653.14	619.414	1024	224	8.07	17.04	44.56
403	gluon_resnet101_v1c	1649.02	620.96	1024	224	8.08	17.04	44.57
404	vgg13_bn	1642.15	311.774	512	224	11.33	12.25	133.05
405	cait_xxs24_224	1641.65	623.749	1024	224	2.53	20.29	11.96
406	res2net50_26w_6s	1639.34	624.627	1024	224	6.33	15.28	37.05
407	hrnet_w18	1631.65	627.569	1024	224	4.32	16.31	21.3
408	vit_large_patch32_224	1623.29	630.805	1024	224	15.39	13.3	306.54
409	wide_resnet50_2	1618.04	632.851	1024	224	11.43	14.4	68.88
410	gluon_resnet101_v1d	1616.88	633.307	1024	224	8.08	17.04	44.57
411	xcit_tiny_12_p16_384_dist	1614.06	634.414	1024	384	3.64	18.26	6.72
412	regnetv_040	1604.78	478.557	768	288	6.6	20.3	20.64
413	halonet50ts	1600.56	639.764	1024	256	5.3	19.2	22.73
414	regnety_040	1597.66	480.688	768	288	6.61	20.3	20.65
415	darknet53	1585.01	484.528	768	288	11.78	15.68	41.61
416	efficientnet_cc_b1_8e	1576.34	649.593	1024	240	0.75	15.44	39.72
417	coat_lite_small	1576.03	649.72	1024	224	3.96	22.09	19.84
418	regnety_032	1576.03	649.722	1024	288	5.29	18.61	19.44
419	resnetv2_50x1_bit_distilled	1575.9	649.775	1024	224	4.23	11.11	25.55
420	swinv2_cr_tiny_224	1574.62	650.304	1024	224	4.66	28.45	28.33
421	legacy_seresnet101	1569.43	652.454	1024	224	7.61	15.74	49.33
422	vit_base_patch32_384	1551.76	659.885	1024	384	13.06	16.5	88.3
423	ese_vovnet39b_evos	1551.37	660.05	1024	224	7.07	6.74	24.58
424	swinv2_cr_tiny_ns_224	1546.02	662.33	1024	224	4.66	28.45	28.33
425	vit_tiny_patch16_384	1542.96	663.648	1024	384	4.7	25.39	5.79
426	lamhalobotnet50ts_256	1533.2	667.873	1024	256	5.02	18.44	22.57
427	tf_efficientnet_cc_b1_8e	1527.24	670.479	1024	240	0.75	15.44	39.72
428	resnetaa101d	1521.49	673.009	1024	224	9.12	17.56	44.57
429	densenet201	1515.85	675.514	1024	224	4.34	7.85	20.01
430	resnetaa50	1510.7	677.817	1024	288	8.52	19.24	25.56
431	mixer_l32_224	1508.54	678.791	1024	224	11.27	19.86	206.94
432	seresnet101	1502.48	681.526	1024	224	7.84	16.27	49.33
433	vit_base_r26_s32_224	1492.4	686.129	1024	224	6.81	12.36	101.38
434	gluon_resnet101_v1s	1485.37	689.375	1024	224	9.19	18.64	44.67
435	twins_pcpvt_base	1484.93	689.584	1024	224	6.68	25.25	43.83
436	mobilevitv2_175	1472.18	347.77	512	256	5.54	28.13	14.25
437	mobilevitv2_175_in22ft1k	1472.06	347.8	512	256	5.54	28.13	14.25
438	nf_resnet101	1469.16	696.987	1024	224	8.01	16.23	44.55
439	resnest50d_4s2x40d	1467.36	697.84	1024	224	4.4	17.94	30.42
440	vgg16	1464.57	349.576	512	224	15.47	13.56	138.36
441	resnetv2_50d_frn	1463.93	699.474	1024	224	4.33	11.92	25.59
442	resnetblur101d	1458.09	702.276	1024	224	9.12	17.94	44.57
443	ecaresnet101d	1457.01	702.796	1024	224	8.08	17.07	44.57
444	sequencer2d_s	1455.29	703.627	1024	224	4.96	11.31	27.65
445	nf_resnet50	1445.9	708.195	1024	288	6.88	18.37	25.56
446	convnext_small	1445.85	708.22	1024	224	8.71	21.56	50.22
447	convnext_small_in22ft1k	1443.98	709.135	1024	224	8.71	21.56	50.22
448	regnetz_c16	1437.42	356.181	512	320	3.92	25.88	13.46
449	tresnet_l	1432.52	714.812	1024	224	10.88	11.9	55.99
450	cs3darknet_x	1429.24	716.453	1024	288	10.6	14.36	35.05
451	dla102x	1397.97	732.475	1024	224	5.89	19.42	26.31
452	ssl_resnext101_32x4d	1392.96	735.11	1024	224	8.01	21.23	44.18
453	swsl_resnext101_32x4d	1392.73	735.231	1024	224	8.01	21.23	44.18
454	resnext101_32x4d	1390.48	736.423	1024	224	8.01	21.23	44.18
455	botnet50ts_256	1389.99	276.247	384	256	5.54	22.23	22.74
456	skresnext50_32x4d	1389.9	736.732	1024	224	4.5	17.18	27.48
457	gluon_resnext101_32x4d	1389.41	736.987	1024	224	8.01	21.23	44.18
458	nest_tiny	1388.05	553.283	768	224	5.83	25.48	17.06
459	resnet50_gn	1386.72	738.422	1024	224	4.14	11.11	25.56
460	resnetv2_50d_evob	1383.3	740.244	1024	224	4.33	11.92	25.59
461	res2net50_26w_8s	1373.33	745.622	1024	224	8.37	17.95	48.4
462	halo2botnet50ts_256	1372.33	559.619	768	256	5.02	21.78	22.64
463	regnetx_080	1370.56	747.125	1024	224	8.02	14.06	39.57
464	jx_nest_tiny	1362.62	563.605	768	224	5.83	25.48	17.06
465	convit_small	1355.18	755.603	1024	224	5.76	17.87	27.78
466	res2net101_26w_4s	1353.43	756.586	1024	224	8.1	18.45	45.21
467	xception	1340.72	572.814	768	299	8.4	35.83	22.86
468	mixer_b16_224_miil	1340.03	764.147	1024	224	12.62	14.53	59.88
469	repvgg_b2g4	1335.06	766.992	1024	224	12.63	12.9	61.76
470	vgg16_bn	1335.02	383.503	512	224	15.5	13.56	138.37
471	mixer_b16_224	1328.05	771.041	1024	224	12.62	14.53	59.88
472	twins_svt_base	1307.2	783.34	1024	224	8.59	26.33	56.07
473	dpn92	1299.67	787.878	1024	224	6.54	18.21	37.67
474	ese_vovnet99b_iabn	1282.63	798.345	1024	224	16.49	11.27	63.2
475	crossvit_18_240	1272.74	804.553	1024	240	9.05	26.26	43.27
476	regnety_040s_gn	1271.39	805.405	1024	224	4.03	12.29	20.65
477	eca_nfnet_l0	1271.38	805.411	1024	288	7.12	17.29	24.14
478	nfnet_l0	1269.37	806.681	1024	288	7.13	17.29	35.07
479	seresnext101_32x4d	1268.1	807.494	1024	224	8.02	21.26	48.96
480	legacy_seresnext101_32x4d	1267.59	807.817	1024	224	8.02	21.26	48.96
481	gluon_seresnext101_32x4d	1265.67	809.045	1024	224	8.02	21.26	48.96
482	nf_ecaresnet101	1264.2	809.986	1024	224	8.01	16.27	44.55
483	vit_relpos_medium_patch16_rpn_224	1263.66	810.331	1024	224	7.97	17.02	38.73
484	nf_seresnet101	1261.42	811.77	1024	224	8.02	16.27	49.33
485	mobilevitv2_200	1256.15	305.684	384	256	7.22	32.15	18.45
486	mobilevitv2_200_in22ft1k	1255.83	305.762	384	256	7.22	32.15	18.45
487	xception41p	1254.65	408.071	512	299	9.25	39.86	26.91
488	resnet51q	1254.6	816.185	1024	288	8.07	20.94	35.7
489	efficientnet_el	1254.42	408.143	512	300	8.0	30.7	10.59
490	efficientnet_el_pruned	1254.28	408.188	512	300	8.0	30.7	10.59
491	ese_vovnet99b	1240.88	825.205	1024	224	16.51	11.27	63.2
492	xcit_tiny_12_p8_224_dist	1237.16	827.688	1024	224	4.81	23.6	6.71
493	xcit_tiny_12_p8_224	1235.05	829.105	1024	224	4.81	23.6	6.71
494	crossvit_18_dagger_240	1235.02	829.126	1024	240	9.5	27.03	44.27
495	vgg19	1227.1	417.229	512	224	19.63	14.86	143.67
496	tf_efficientnet_el	1226.94	417.286	512	300	8.0	30.7	10.59
497	poolformer_s36	1217.09	841.334	1024	224	5.0	15.82	30.86
498	hrnet_w32	1204.83	849.897	1024	224	8.97	22.02	41.23
499	hrnet_w30	1202.88	851.275	1024	224	8.15	21.21	37.71
500	resnetv2_152	1196.21	856.023	1024	224	11.55	22.56	60.19
501	nfnet_f0	1193.84	857.722	1024	256	12.62	18.05	71.49
502	swin_small_patch4_window7_224	1179.92	867.841	1024	224	8.77	27.47	49.61
503	resmlp_36_224	1179.88	867.87	1024	224	8.91	16.33	44.69
504	vit_small_resnet50d_s16_224	1179.15	868.406	1024	224	13.48	24.82	57.53
505	resmlp_36_distilled_224	1179.01	868.509	1024	224	8.91	16.33	44.69
506	efficientnet_lite4	1178.02	325.958	384	380	4.04	45.66	13.01
507	tv_resnet152	1172.68	873.198	1024	224	11.56	22.56	60.19
508	gluon_resnet152_v1b	1172.67	873.208	1024	224	11.56	22.56	60.19
509	resnet152	1170.69	874.682	1024	224	11.56	22.56	60.19
510	mixnet_xxl	1163.99	329.888	384	224	2.04	23.43	23.96
511	resnetv2_152d	1163.57	880.032	1024	224	11.8	23.36	60.2
512	ecaresnet50t	1162.34	880.97	1024	320	8.82	24.13	25.57
513	resnet61q	1160.54	882.331	1024	288	9.87	21.52	36.85
514	vit_base_patch16_224_miil	1154.75	886.763	1024	224	17.58	23.9	86.54
515	repvgg_b2	1154.25	887.146	1024	224	20.45	12.9	89.02
516	inception_v4	1153.57	887.661	1024	299	12.28	15.09	42.68
517	swinv2_tiny_window8_256	1152.79	888.266	1024	256	5.96	24.57	28.35
518	densenet161	1147.8	892.122	1024	224	7.79	11.06	28.68
519	gluon_resnet152_v1c	1146.71	892.979	1024	224	11.8	23.36	60.21
520	gluon_resnet152_v1d	1141.31	897.204	1024	224	11.8	23.36	60.21
521	sequencer2d_m	1138.06	899.765	1024	224	6.55	14.26	38.31
522	vit_base_patch16_224_sam	1132.42	904.242	1024	224	17.58	23.9	86.57
523	deit_base_patch16_224	1132.42	904.245	1024	224	17.58	23.9	86.57
524	vit_base_patch16_224	1132.21	904.413	1024	224	17.58	23.9	86.57
525	dla169	1130.13	906.071	1024	224	11.6	20.2	53.39
526	regnetx_120	1129.55	453.263	512	224	12.13	21.37	46.11
527	volo_d1_224	1126.62	908.904	1024	224	6.94	24.43	26.63
528	vgg19_bn	1122.31	456.189	512	224	19.66	14.86	143.68
529	deit_base_distilled_patch16_224	1116.6	917.056	1024	224	17.68	24.05	87.34
530	xception41	1110.46	461.057	512	299	9.28	39.86	26.97
531	cait_xxs36_224	1104.66	926.97	1024	224	3.77	30.34	17.3
532	tf_efficientnet_lite4	1091.59	351.767	384	380	4.04	45.66	13.01
533	convmixer_1024_20_ks9_p14	1091.56	938.092	1024	224	5.55	5.51	24.38
534	deit3_base_patch16_224	1090.26	939.213	1024	224	17.58	23.9	86.59
535	deit3_base_patch16_224_in21ft1k	1088.57	940.667	1024	224	17.58	23.9	86.59
536	legacy_seresnet152	1086.41	942.544	1024	224	11.33	22.08	66.82
537	tnt_s_patch16_224	1079.54	948.54	1024	224	5.24	24.37	23.76
538	regnety_120	1077.58	475.125	512	224	12.14	21.38	51.82
539	repvgg_b3g4	1077.28	950.524	1024	224	17.89	15.1	83.83
540	vit_relpos_base_patch16_clsgap_224	1077.01	950.767	1024	224	17.6	25.12	86.43
541	vit_relpos_base_patch16_cls_224	1076.19	951.489	1024	224	17.6	25.12	86.43
542	gluon_resnet152_v1s	1074.28	953.181	1024	224	12.92	24.96	60.32
543	twins_pcpvt_large	1061.77	964.416	1024	224	9.84	35.82	60.99
544	seresnet152	1047.32	977.721	1024	224	11.57	22.61	66.82
545	beit_base_patch16_224	1045.12	979.774	1024	224	17.58	23.9	86.53
546	xcit_small_24_p16_224_dist	1038.39	986.125	1024	224	9.1	23.64	47.67
547	xcit_small_24_p16_224	1037.69	986.793	1024	224	9.1	23.64	47.67
548	coat_tiny	1036.7	987.731	1024	224	4.35	27.2	5.5
549	dm_nfnet_f0	1035.11	989.253	1024	256	12.62	18.05	71.49
550	nf_regnet_b4	1027.0	997.065	1024	384	4.7	28.61	30.21
551	vit_relpos_base_patch16_224	1017.61	1006.263	1024	224	17.51	24.97	86.43
552	convnext_base_in22ft1k	1006.85	1017.02	1024	224	15.38	28.75	88.59
553	convnext_base	1006.73	1017.126	1024	224	15.38	28.75	88.59
554	pit_b_224	993.61	515.277	512	224	12.42	32.94	73.76
555	pit_b_distilled_224	985.16	519.696	512	224	12.5	33.07	74.79
556	tresnet_xl	983.38	1041.292	1024	224	15.17	15.34	78.44
557	efficientnetv2_s	976.0	1049.166	1024	384	8.44	35.77	21.46
558	dla102x2	973.1	526.138	512	224	9.34	29.91	41.28
559	vit_small_patch16_36x1_224	972.14	1053.329	1024	224	13.71	35.69	64.67
560	swinv2_cr_small_224	966.28	1059.712	1024	224	9.07	50.27	49.7
561	swinv2_cr_small_ns_224	955.69	1071.465	1024	224	9.08	50.27	49.7
562	tf_efficientnetv2_s_in21ft1k	955.24	1071.964	1024	384	8.44	35.77	21.46
563	tf_efficientnetv2_s	955.13	1072.086	1024	384	8.44	35.77	21.46
564	vit_small_patch16_18x2_224	948.32	1079.793	1024	224	13.71	35.69	64.67
565	wide_resnet101_2	939.08	1090.412	1024	224	22.8	21.23	126.89
566	regnetx_160	936.53	546.684	512	224	15.99	25.52	54.28
567	regnety_080	933.52	548.447	512	288	13.22	29.69	39.18
568	regnetz_b16_evos	933.51	822.691	768	288	2.36	16.43	9.74
569	efficientnetv2_rw_s	931.24	1099.596	1024	384	8.72	38.03	23.94
570	resnetv2_50d_gn	920.9	1111.946	1024	288	7.24	19.7	25.57
571	twins_svt_large	918.22	1115.185	1024	224	15.15	35.1	99.27
572	efficientnet_b4	917.89	418.339	384	384	4.51	50.04	19.34
573	regnetz_040	913.72	420.249	384	320	6.35	37.78	27.12
574	xception65p	910.71	562.184	512	299	13.91	52.48	39.82
575	regnetz_040h	909.33	422.274	384	320	6.43	37.94	28.94
576	dpn98	906.73	1129.316	1024	224	11.73	25.2	61.57
577	repvgg_b3	901.67	1135.661	1024	224	29.16	15.1	123.09
578	resnetrs101	898.53	1139.62	1024	288	13.56	28.53	63.62
579	gluon_resnext101_64x4d	887.37	1153.955	1024	224	15.52	31.21	83.46
580	nest_small	885.28	867.51	768	224	10.35	40.04	38.35
581	poolformer_m36	879.83	1163.84	1024	224	8.8	22.02	56.17
582	regnetz_d8	877.84	1166.489	1024	320	6.19	37.08	23.37
583	jx_nest_small	874.11	878.596	768	224	10.35	40.04	38.35
584	ssl_resnext101_32x8d	874.01	1171.597	1024	224	16.48	31.21	88.79
585	swsl_resnext101_32x8d	873.31	1172.532	1024	224	16.48	31.21	88.79
586	resnext101_32x8d	873.01	1172.932	1024	224	16.48	31.21	88.79
587	ig_resnext101_32x8d	872.81	1173.211	1024	224	16.48	31.21	88.79
588	regnetz_d32	869.58	1177.564	1024	320	9.33	37.08	27.58
589	inception_resnet_v2	868.78	1178.653	1024	299	13.18	25.06	55.84
590	ens_adv_inception_resnet_v2	868.32	1179.275	1024	299	13.18	25.06	55.84
591	xcit_tiny_24_p16_384_dist	866.54	1181.7	1024	384	6.87	34.29	12.12
592	cait_s24_224	865.33	1183.354	1024	224	9.35	40.58	46.92
593	resnest101e	858.93	894.122	768	256	13.38	28.66	48.28
594	tf_efficientnet_b4	858.91	447.067	384	380	4.49	49.49	19.34
595	tf_efficientnet_b4_ap	858.7	447.171	384	380	4.49	49.49	19.34
596	tf_efficientnet_b4_ns	858.52	447.267	384	380	4.49	49.49	19.34
597	swin_s3_small_224	853.54	899.766	768	224	9.43	37.84	49.74
598	regnetv_064	852.1	600.857	512	288	10.55	27.11	30.58
599	regnety_064	851.33	601.396	512	288	10.56	27.11	30.58
600	resnet200	847.44	1208.333	1024	224	15.07	32.19	64.67
601	gluon_seresnext101_64x4d	834.87	1226.518	1024	224	15.53	31.25	88.23
602	coat_mini	833.41	1228.669	1024	224	6.82	33.68	10.34
603	swin_base_patch4_window7_224	832.6	1229.869	1024	224	15.47	36.63	87.77
604	resnet101d	816.8	1253.661	1024	320	16.48	34.77	44.57
605	gluon_xception65	816.5	627.052	512	299	13.96	52.48	39.92
606	xception65	811.16	631.185	512	299	13.96	52.48	39.92
607	resnetv2_50d_evos	810.51	947.543	768	288	7.15	19.7	25.59
608	convnext_tiny_384_in22ft1k	807.27	634.218	512	384	13.14	39.48	28.59
609	gmlp_b16_224	789.84	1296.449	1024	224	15.78	30.21	73.08
610	hrnet_w40	787.85	1299.728	1024	224	12.75	25.29	57.56
611	crossvit_base_240	787.17	975.639	768	240	21.22	36.33	105.03
612	hrnet_w44	771.15	1327.87	1024	224	14.94	26.92	67.06
613	swinv2_tiny_window16_256	763.4	670.672	512	256	6.68	39.02	28.35
614	mobilevitv2_150_384_in22ft1k	757.55	337.918	256	384	9.2	54.25	10.59
615	xcit_medium_24_p16_224_dist	748.7	1367.689	1024	224	16.13	31.71	84.4
616	xcit_medium_24_p16_224	748.18	1368.635	1024	224	16.13	31.71	84.4
617	tresnet_m_448	743.16	1377.885	1024	448	22.94	29.21	31.39
618	vit_large_r50_s32_224	742.19	1379.692	1024	224	19.58	24.41	328.99
619	hrnet_w48	738.63	1386.343	1024	224	17.34	28.56	77.47
620	vit_base_patch16_plus_240	738.11	1387.321	1024	240	27.41	33.08	117.56
621	sequencer2d_l	736.17	1390.978	1024	224	9.74	22.12	54.3
622	xcit_small_12_p16_384_dist	715.91	1430.327	1024	384	14.14	36.51	26.25
623	swinv2_small_window8_256	710.32	1441.594	1024	256	11.58	40.14	49.73
624	swin_s3_base_224	693.67	1476.198	1024	224	13.69	48.26	71.13
625	vit_small_patch16_384	692.4	1109.164	768	384	15.52	50.78	22.2
626	vit_relpos_base_patch16_plus_240	691.79	1480.194	1024	240	27.3	34.33	117.38
627	tnt_b_patch16_224	691.78	1480.223	1024	224	14.09	39.01	65.41
628	swinv2_cr_base_224	688.11	1488.125	1024	224	15.86	59.66	87.88
629	densenet264d_iabn	687.57	1489.287	1024	224	13.47	14.0	72.74
630	convit_base	685.88	1492.962	1024	224	17.52	31.77	86.54
631	swinv2_cr_base_ns_224	682.58	1500.17	1024	224	15.86	59.66	87.88
632	vit_base_patch16_rpn_224	667.73	1533.544	1024	224	17.49	23.75	86.54
633	densenet264	664.62	1540.716	1024	224	12.95	12.8	72.69
634	deit3_small_patch16_384	664.03	1156.564	768	384	15.52	50.78	22.21
635	poolformer_m48	663.83	1542.547	1024	224	11.59	29.17	73.47
636	deit3_small_patch16_384_in21ft1k	663.62	1157.274	768	384	15.52	50.78	22.21
637	efficientnet_b3_gn	662.87	386.187	256	320	2.14	28.83	11.73
638	dpn131	660.11	1551.238	1024	224	16.09	32.97	79.25
639	eca_nfnet_l1	655.87	1561.27	1024	320	14.92	34.42	41.41
640	vit_relpos_base_patch16_rpn_224	655.49	1562.186	1024	224	17.51	24.97	86.41
641	xcit_tiny_24_p8_224	650.45	1574.283	1024	224	9.21	45.39	12.11
642	xcit_tiny_24_p8_224_dist	649.22	1577.262	1024	224	9.21	45.39	12.11
643	xcit_nano_12_p8_384_dist	643.06	1592.369	1024	384	6.34	46.08	3.05
644	nest_base	629.02	813.95	512	224	17.96	53.39	67.72
645	volo_d2_224	627.91	1630.781	1024	224	14.34	41.34	58.68
646	mobilevitv2_175_384_in22ft1k	627.52	407.942	256	384	12.47	63.29	14.25
647	jx_nest_base	621.88	823.3	512	224	17.96	53.39	67.72
648	vit_small_r26_s32_384	619.54	619.804	384	384	10.43	29.85	36.47
649	senet154	618.82	1654.743	1024	224	20.77	38.69	115.09
650	gluon_senet154	618.51	1655.586	1024	224	20.77	38.69	115.09
651	legacy_senet154	618.16	1656.503	1024	224	20.77	38.69	115.09
652	xception71	616.97	829.852	512	299	18.09	69.92	42.34
653	vit_base_r50_s16_224	613.11	1670.152	1024	224	21.66	35.29	98.66
654	hrnet_w64	609.7	1679.491	1024	224	28.97	35.09	128.06
655	regnety_320	607.61	842.637	512	224	32.34	30.26	145.05
656	dpn107	606.08	1689.539	1024	224	18.38	33.46	86.92
657	regnetz_c16_evos	598.89	854.904	512	320	3.86	25.88	13.49
658	ecaresnet200d	592.5	1728.248	1024	256	20.0	43.15	64.69
659	seresnet200d	591.19	1732.085	1024	256	20.01	43.15	71.86
660	resnet152d	576.9	1774.999	1024	320	24.08	47.67	60.21
661	convnext_large	559.02	1831.761	1024	224	34.4	43.13	197.77
662	convnext_large_in22ft1k	558.96	1831.941	1024	224	34.4	43.13	197.77
663	regnety_160	558.21	687.896	384	288	26.37	38.07	83.59
664	efficientnet_b3_g8_gn	557.9	458.854	256	320	3.2	28.83	14.25
665	xcit_small_12_p8_224	546.6	1873.371	1024	224	18.69	47.21	26.21
666	xcit_small_12_p8_224_dist	546.45	1873.905	1024	224	18.69	47.21	26.21
667	resnext101_64x4d	541.68	1417.803	768	288	25.66	51.59	83.46
668	mobilevitv2_200_384_in22ft1k	527.08	364.262	192	384	16.24	72.34	18.45
669	halonet_h1	518.76	493.471	256	256	3.0	51.17	8.1
670	vit_large_patch32_384	517.18	1979.967	1024	384	45.31	43.86	306.63
671	seresnet152d	516.02	1984.399	1024	320	24.09	47.72	66.84
672	resnetrs152	512.78	1996.941	1024	320	24.34	48.14	86.62
673	swinv2_base_window8_256	507.32	1513.812	768	256	20.37	52.59	87.92
674	seresnext101_32x8d	503.19	1526.235	768	288	27.24	51.63	93.57
675	convnext_small_384_in22ft1k	494.64	1035.087	512	384	25.58	63.37	50.22
676	seresnext101d_32x8d	494.43	1553.287	768	288	27.64	52.95	93.59
677	swin_large_patch4_window7_224	478.67	1604.435	768	224	34.53	54.94	196.53
678	swinv2_small_window16_256	476.38	1074.753	512	256	12.82	66.29	49.73
679	regnetz_e8	474.49	1618.577	768	320	15.46	63.94	57.7
680	regnetx_320	471.27	814.799	384	224	31.81	36.3	107.81
681	ssl_resnext101_32x16d	471.02	1086.983	512	224	36.27	51.18	194.03
682	swsl_resnext101_32x16d	470.83	1087.428	512	224	36.27	51.18	194.03
683	ig_resnext101_32x16d	470.74	1087.624	512	224	36.27	51.18	194.03
684	mixer_l16_224	470.73	2175.315	1024	224	44.6	41.69	208.2
685	seresnextaa101d_32x8d	463.39	1657.351	768	288	28.51	56.44	93.59
686	seresnet269d	463.29	2210.273	1024	256	26.59	53.6	113.67
687	nf_regnet_b5	450.96	1135.344	512	456	11.7	61.95	49.74
688	efficientnetv2_m	449.82	2276.453	1024	416	18.6	67.5	54.14
689	volo_d3_224	439.99	2327.294	1024	224	20.78	60.09	86.33
690	efficientnet_b5	425.78	601.238	256	456	10.46	98.86	30.39
691	xcit_large_24_p16_224_dist	423.07	2420.403	1024	224	35.86	47.27	189.1
692	xcit_large_24_p16_224	422.98	2420.908	1024	224	35.86	47.27	189.1
693	xcit_tiny_12_p8_384_dist	419.35	2441.847	1024	384	14.13	69.14	6.71
694	resnet200d	417.0	2455.593	1024	320	31.25	67.33	64.69
695	efficientnetv2_rw_m	411.82	1864.879	768	416	21.49	79.62	53.24
696	tf_efficientnet_b5_ns	408.16	627.186	256	456	10.46	98.86	30.39
697	swinv2_cr_tiny_384	408.1	627.286	256	384	15.34	161.01	28.33
698	tf_efficientnet_b5	407.78	627.773	256	456	10.46	98.86	30.39
699	tf_efficientnet_b5_ap	407.68	627.936	256	456	10.46	98.86	30.39
700	swinv2_cr_large_224	405.25	1895.127	768	224	35.1	78.42	196.68
701	resnetv2_50x1_bitm	401.93	955.37	384	448	16.62	44.46	25.55
702	nfnet_f1	399.69	2561.946	1024	320	35.97	46.77	132.63
703	xcit_small_24_p16_384_dist	382.57	2676.633	1024	384	26.72	68.58	47.67
704	regnetz_d8_evos	376.87	2037.797	768	320	7.03	38.92	23.46
705	tresnet_l_448	371.52	2756.242	1024	448	43.5	47.56	55.99
706	vit_large_patch16_224	369.7	2769.802	1024	224	61.6	63.52	304.33
707	resnetrs200	368.58	2778.22	1024	320	31.51	67.81	93.21
708	convnext_xlarge_in22ft1k	368.02	1391.221	512	224	60.98	57.5	350.2
709	crossvit_15_dagger_408	366.37	698.731	256	408	21.45	95.05	28.5
710	vit_base_patch16_18x2_224	361.96	2829.064	1024	224	52.51	71.38	256.73
711	deit3_large_patch16_224	358.07	2859.733	1024	224	61.6	63.52	304.37
712	deit3_large_patch16_224_in21ft1k	357.9	2861.143	1024	224	61.6	63.52	304.37
713	dm_nfnet_f1	357.87	2146.026	768	320	35.97	46.77	132.63
714	tf_efficientnetv2_m	350.54	2190.896	768	480	24.76	89.84	54.14
715	tf_efficientnetv2_m_in21ft1k	350.14	2193.372	768	480	24.76	89.84	54.14
716	swinv2_base_window16_256	345.6	1111.087	384	256	22.02	84.71	87.92
717	swinv2_base_window12to16_192to256_22kft1k	345.47	1111.525	384	256	22.02	84.71	87.92
718	convnext_base_384_in22ft1k	344.56	1485.926	512	384	45.21	84.49	88.59
719	beit_large_patch16_224	342.32	2991.347	1024	224	61.6	63.52	304.43
720	eca_nfnet_l2	322.02	2384.947	768	384	30.05	68.28	56.72
721	volo_d1_384	293.04	1747.159	512	384	22.75	108.55	26.78
722	convmixer_768_32	292.83	3496.872	1024	224	19.55	25.95	21.11
723	resnetv2_152x2_bit_teacher	291.46	2634.992	768	224	46.95	45.11	236.34
724	deit_base_patch16_384	288.65	1330.327	384	384	55.54	101.56	86.86
725	vit_base_patch16_384	288.47	1331.141	384	384	55.54	101.56	86.86
726	resnest200e	288.19	1776.58	512	320	35.69	82.78	70.2
727	xcit_small_24_p8_224	286.12	3578.848	1024	224	35.81	90.78	47.63
728	xcit_small_24_p8_224_dist	286.06	3579.677	1024	224	35.81	90.78	47.63
729	deit_base_distilled_patch16_384	284.56	1349.413	384	384	55.65	101.82	87.63
730	volo_d4_224	282.61	3623.333	1024	224	44.34	80.22	192.96
731	deit3_base_patch16_384	277.81	1382.217	384	384	55.54	101.56	86.88
732	deit3_base_patch16_384_in21ft1k	277.78	1382.367	384	384	55.54	101.56	86.88
733	tresnet_xl_448	277.15	2771.052	768	448	60.65	61.31	78.44
734	nasnetalarge	276.88	1386.877	384	331	23.89	90.56	88.75
735	vit_large_patch14_224	271.51	3771.489	1024	224	81.08	88.79	304.2
736	cait_xxs24_384	269.82	3795.14	1024	384	9.63	122.66	12.03
737	crossvit_18_dagger_408	269.4	950.247	256	408	32.47	124.87	44.61
738	xcit_medium_24_p16_384_dist	269.2	2852.889	768	384	47.39	91.64	84.4
739	pnasnet5large	264.84	1449.925	384	331	25.04	92.89	86.06
740	resnetv2_101x1_bitm	252.59	1520.226	384	448	31.65	64.93	44.54
741	efficientnet_b6	252.26	507.392	128	528	19.4	167.39	43.04
742	swinv2_cr_small_384	250.03	1023.876	256	384	29.7	298.03	49.7
743	beit_base_patch16_384	247.68	1550.363	384	384	55.54	101.56	86.74
744	vit_large_r50_s32_384	246.17	1559.866	384	384	57.43	76.52	329.09
745	tf_efficientnet_b6_ns	242.42	527.986	128	528	19.4	167.39	43.04
746	tf_efficientnet_b6	242.34	528.179	128	528	19.4	167.39	43.04
747	tf_efficientnet_b6_ap	242.3	528.255	128	528	19.4	167.39	43.04
748	ecaresnet269d	241.69	4236.816	1024	352	50.25	101.25	102.09
749	resnetrs270	234.11	4373.986	1024	352	51.13	105.48	129.86
750	nfnet_f2	224.73	4556.614	1024	352	63.22	79.06	193.78
751	swin_base_patch4_window12_384	220.36	871.278	192	384	47.19	134.78	87.9
752	xcit_tiny_24_p8_384_dist	219.9	4656.678	1024	384	27.05	132.95	12.11
753	resmlp_big_24_224	218.18	4693.363	1024	224	100.23	87.31	129.14
754	resmlp_big_24_224_in22ft1k	217.68	4704.164	1024	224	100.23	87.31	129.14
755	resmlp_big_24_distilled_224	217.65	4704.831	1024	224	100.23	87.31	129.14
756	swinv2_large_window12to16_192to256_22kft1k	211.96	1207.756	256	256	47.81	121.53	196.74
757	efficientnetv2_l	206.63	2477.808	512	480	56.4	157.99	118.52
758	tf_efficientnetv2_l	204.52	2503.355	512	480	56.4	157.99	118.52
759	tf_efficientnetv2_l_in21ft1k	204.48	2503.917	512	480	56.4	157.99	118.52
760	ig_resnext101_32x32d	202.59	1263.594	256	224	87.29	91.12	468.53
761	xcit_medium_24_p8_224	202.12	5066.293	1024	224	63.53	121.23	84.32
762	xcit_medium_24_p8_224_dist	201.88	5072.196	1024	224	63.53	121.23	84.32
763	dm_nfnet_f2	200.18	3836.576	768	352	63.22	79.06	193.78
764	convnext_large_384_in22ft1k	190.55	1343.472	256	384	101.1	126.74	197.77
765	vit_base_patch8_224	188.25	1359.85	256	224	78.22	161.69	86.58
766	volo_d5_224	187.56	5459.662	1024	224	72.4	118.11	295.46
767	cait_xs24_384	186.33	4121.716	768	384	19.28	183.98	26.67
768	xcit_small_12_p8_384_dist	183.57	2091.823	384	384	54.92	138.29	26.21
769	eca_nfnet_l3	182.91	2799.141	512	448	52.55	118.4	72.04
770	cait_xxs36_384	180.41	5675.791	1024	384	14.35	183.7	17.37
771	swinv2_cr_base_384	178.38	1435.085	256	384	50.57	333.68	87.88
772	vit_base_resnet50_384	177.85	2159.087	384	384	67.43	135.03	98.95
773	vit_base_r50_s16_384	177.6	2162.196	384	384	67.43	135.03	98.95
774	swinv2_cr_huge_224	175.47	2188.347	384	224	115.97	121.08	657.83
775	convmixer_1536_20	167.1	6128.044	1024	224	48.68	33.03	51.63
776	volo_d2_384	164.75	1553.889	256	384	46.17	184.51	58.87
777	resnetrs350	156.77	4898.75	768	384	77.59	154.74	163.96
778	xcit_large_24_p16_384_dist	154.33	3317.602	512	384	105.35	137.17	189.1
779	vit_huge_patch14_224	146.32	6998.359	1024	224	167.4	139.41	632.05
780	efficientnet_b7	145.11	661.558	96	600	38.33	289.94	66.35
781	cait_s24_384	144.99	3531.336	512	384	32.17	245.31	47.06
782	deit3_huge_patch14_224	142.26	7197.843	1024	224	167.4	139.41	632.13
783	deit3_huge_patch14_224_in21ft1k	142.17	7202.758	1024	224	167.4	139.41	632.13
784	tf_efficientnet_b7_ns	140.64	682.566	96	600	38.33	289.94	66.35
785	tf_efficientnet_b7_ap	140.61	682.704	96	600	38.33	289.94	66.35
786	tf_efficientnet_b7	140.6	682.756	96	600	38.33	289.94	66.35
787	efficientnetv2_xl	139.56	2751.573	384	512	93.85	247.32	208.12
788	tf_efficientnetv2_xl_in21ft1k	138.42	2774.117	384	512	93.85	247.32	208.12
789	resnest269e	135.65	2830.833	384	416	77.69	171.98	110.93
790	swin_large_patch4_window12_384	130.35	981.936	128	384	104.08	202.16	196.74
791	convnext_xlarge_384_in22ft1k	125.25	1532.9	192	384	179.2	168.99	350.2
792	nfnet_f3	124.74	4104.555	512	416	115.58	141.78	254.92
793	ig_resnext101_32x48d	118.28	1623.193	192	224	153.57	131.06	828.41
794	xcit_large_24_p8_224	115.22	4443.765	512	224	141.23	181.56	188.93
795	xcit_large_24_p8_224_dist	115.18	4445.056	512	224	141.23	181.56	188.93
796	resnetrs420	112.12	6849.78	768	416	108.45	213.79	191.89
797	dm_nfnet_f3	110.18	4647.097	512	416	115.58	141.78	254.92
798	swinv2_cr_large_384	108.04	1184.75	128	384	108.95	404.96	196.68
799	resnetv2_50x3_bitm	102.09	1253.798	128	448	145.7	133.37	217.32
800	resnetv2_152x2_bit_teacher_384	98.91	2588.163	256	384	136.16	132.56	236.34
801	vit_large_patch16_384	97.45	2626.88	256	384	191.21	270.24	304.72
802	cait_s36_384	97.05	5275.469	512	384	47.99	367.4	68.37
803	xcit_small_24_p8_384_dist	96.34	3985.916	384	384	105.24	265.91	47.63
804	vit_giant_patch14_224	95.73	8022.929	768	224	267.18	192.64	1012.61
805	deit3_large_patch16_384	94.64	2704.996	256	384	191.21	270.24	304.76
806	deit3_large_patch16_384_in21ft1k	94.52	2708.314	256	384	191.21	270.24	304.76
807	swinv2_base_window12to24_192to384_22kft1k	94.37	678.174	64	384	55.25	280.36	87.92
808	efficientnet_b8	91.29	1051.594	96	672	63.48	442.89	87.41
809	tf_efficientnet_b8	88.95	1079.277	96	672	63.48	442.89	87.41
810	tf_efficientnet_b8_ap	88.84	1080.533	96	672	63.48	442.89	87.41
811	beit_large_patch16_384	84.67	3023.634	256	384	191.21	270.24	305.0
812	resnetv2_152x2_bitm	73.09	2626.956	192	448	184.99	180.43	236.34
813	volo_d3_448	72.41	2651.496	192	448	96.33	446.83	86.63
814	nfnet_f4	69.91	5493.031	384	512	216.26	262.26	316.07
815	xcit_medium_24_p8_384_dist	67.93	3768.466	256	384	186.67	354.73	84.32
816	dm_nfnet_f4	62.55	4092.528	256	512	216.26	262.26	316.07
817	resnetv2_101x3_bitm	61.05	2096.759	128	448	280.33	194.78	387.93
818	swinv2_large_window12to24_192to384_22kft1k	59.71	803.821	48	384	116.15	407.83	196.74
819	vit_gigantic_patch14_224	57.59	8890.782	512	224	483.95	275.37	1844.44
820	tf_efficientnet_l2_ns_475	56.35	1135.833	64	475	172.11	609.89	480.31
821	volo_d4_448	52.92	2418.622	128	448	197.13	527.35	193.41
822	swinv2_cr_giant_224	50.53	2532.906	128	224	483.85	309.15	2598.76
823	nfnet_f5	49.64	5157.064	256	544	290.97	349.71	377.21
824	swinv2_cr_huge_384	47.06	1360.056	64	384	352.04	583.18	657.94
825	dm_nfnet_f5	44.17	5795.363	256	544	290.97	349.71	377.21
826	xcit_large_24_p8_384_dist	38.64	4968.379	192	384	415.0	531.82	188.93
827	nfnet_f6	37.99	6738.223	256	576	378.69	452.2	438.36
828	volo_d5_448	36.49	3507.831	128	448	315.06	737.92	295.91
829	beit_large_patch16_512	33.88	2833.282	96	512	362.24	656.39	305.67
830	dm_nfnet_f6	33.83	7567.962	256	576	378.69	452.2	438.36
831	cait_m36_384	31.72	8071.786	256	384	173.11	734.81	271.22
832	nfnet_f7	30.38	8426.213	256	608	480.39	570.85	499.5
833	volo_d5_512	25.58	3752.221	96	512	425.09	1105.37	296.09
834	resnetv2_152x4_bitm	22.67	4234.474	96	480	844.84	414.26	936.53
835	efficientnet_l2	20.51	1169.975	24	800	479.12	1707.39	480.31
836	tf_efficientnet_l2_ns	20.15	1191.261	24	800	479.12	1707.39	480.31
837	swinv2_cr_giant_384	14.62	2188.205	32	384	1450.71	1394.86	2598.76
838	cait_m48_448	13.47	9503.031	128	448	329.41	1708.23	356.46