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	convnext_nano	2276.19	449.862	1024	288	4.06	13.84	15.59
304	resnetrs50	2276.18	449.864	1024	224	4.48	12.14	35.69
305	vit_base_resnet26d_224	2262.15	452.654	1024	224	6.97	13.16	101.4
306	gluon_resnet50_v1s	2257.16	453.655	1024	224	5.47	13.52	25.68
307	vovnet57a	2253.6	454.372	1024	224	8.95	7.52	36.64
308	adv_inception_v3	2250.27	455.041	1024	299	5.73	8.97	23.83
309	gluon_inception_v3	2249.35	455.229	1024	299	5.73	8.97	23.83
310	tf_inception_v3	2245.22	456.064	1024	299	5.73	8.97	23.83
311	tf_efficientnet_cc_b0_4e	2243.01	456.518	1024	224	0.41	9.42	13.31
312	inception_v3	2240.78	456.965	1024	299	5.73	8.97	23.83
313	tf_efficientnet_cc_b0_8e	2240.71	456.986	1024	224	0.42	9.42	24.01
314	densenetblur121d	2235.56	458.037	1024	224	3.11	7.9	8.0
315	resnest50d_1s4x24d	2213.57	462.589	1024	224	4.43	13.57	25.68
316	res2net50_26w_4s	2209.54	463.432	1024	224	4.28	12.61	25.7
317	ssl_resnext50_32x4d	2205.13	464.359	1024	224	4.26	14.4	25.03
318	swsl_resnext50_32x4d	2204.8	464.429	1024	224	4.26	14.4	25.03
319	gluon_resnext50_32x4d	2203.2	464.765	1024	224	4.26	14.4	25.03
320	resnext50_32x4d	2199.44	465.561	1024	224	4.26	14.4	25.03
321	tv_resnext50_32x4d	2198.23	465.818	1024	224	4.26	14.4	25.03
322	regnetx_040	2190.95	467.362	1024	224	3.99	12.2	22.12
323	cspresnext50	2182.4	469.194	1024	256	4.05	15.86	20.57
324	resnetblur50d	2182.09	469.263	1024	224	5.4	12.82	25.58
325	regnetz_b16	2180.8	469.54	1024	288	2.39	16.43	9.72
326	ese_vovnet57b	2171.57	471.535	1024	224	8.95	7.52	38.61
327	tf_efficientnet_lite3	2166.77	236.285	512	300	1.65	21.85	8.2
328	mobilevitv2_125	2151.63	356.926	768	256	2.86	20.1	7.48
329	efficientnet_cc_b0_8e	2149.58	476.36	1024	224	0.42	9.42	24.01
330	semobilevit_s	2143.19	358.331	768	256	2.03	19.95	5.74
331	twins_pcpvt_small	2142.01	478.043	1024	224	3.83	18.08	24.11
332	nf_regnet_b3	2133.81	479.88	1024	320	2.05	14.61	18.59
333	tf_efficientnetv2_b3	2121.62	482.639	1024	300	3.04	15.74	14.36
334	seresnetaa50d	2118.99	483.236	1024	224	5.4	12.46	28.11
335	efficientnetv2_rw_t	2117.33	483.616	1024	288	3.19	16.42	13.65
336	gcresnext50ts	2113.73	484.438	1024	256	3.75	15.46	15.67
337	edgenext_small	2107.47	485.876	1024	320	1.97	14.16	5.59
338	resnext50d_32x4d	2094.1	488.98	1024	224	4.5	15.2	25.05
339	dla60x	2080.97	492.062	1024	224	3.54	13.8	17.35
340	res2net50_14w_8s	2066.79	495.441	1024	224	4.21	13.28	25.06
341	gc_efficientnetv2_rw_t	2061.37	496.743	1024	288	3.2	16.45	13.68
342	sehalonet33ts	2057.14	373.322	768	256	3.55	14.7	13.69
343	gcresnet50t	2055.89	498.068	1024	256	5.42	14.67	25.9
344	skresnet50	2048.81	499.79	1024	224	4.11	12.5	25.8
345	fbnetv3_g	2047.87	500.019	1024	288	1.77	21.09	16.62
346	nf_ecaresnet50	2039.26	502.129	1024	224	4.21	11.13	25.56
347	nf_seresnet50	2037.45	502.576	1024	224	4.21	11.13	28.09
348	cs3darknet_focus_x	2026.01	505.415	1024	256	8.03	10.69	35.02
349	dla60_res2net	2015.55	508.035	1024	224	4.15	12.34	20.85
350	lambda_resnet26rpt_256	2015.24	190.536	384	256	3.16	11.87	10.99
351	seresnext50_32x4d	2010.4	509.339	1024	224	4.26	14.42	27.56
352	legacy_seresnext50_32x4d	2003.57	511.076	1024	224	4.26	14.42	27.56
353	repvgg_b1g4	2003.2	511.169	1024	224	8.15	10.64	39.97
354	gluon_seresnext50_32x4d	2002.45	511.358	1024	224	4.26	14.42	27.56
355	densenet169	1987.41	515.228	1024	224	3.4	7.3	14.15
356	res2next50	1967.78	520.369	1024	224	4.2	13.71	24.67
357	vit_relpos_small_patch16_rpn_224	1966.99	520.579	1024	224	4.59	13.05	21.97
358	skresnet50d	1957.14	523.201	1024	224	4.36	13.31	25.82
359	xcit_small_12_p16_224_dist	1952.72	524.382	1024	224	4.82	12.58	26.25
360	crossvit_small_240	1952.54	524.431	1024	240	5.63	18.17	26.86
361	xcit_small_12_p16_224	1952.1	524.55	1024	224	4.82	12.58	26.25
362	cs3sedarknet_xdw	1919.73	533.397	1024	256	5.97	17.18	21.6
363	swin_tiny_patch4_window7_224	1915.52	534.569	1024	224	4.51	17.06	28.29
364	vit_relpos_medium_patch16_cls_224	1909.56	536.236	1024	224	8.03	18.24	38.76
365	mixnet_xl	1903.31	268.993	512	224	0.93	14.57	11.9
366	dla60_res2next	1893.19	540.873	1024	224	3.49	13.17	17.03
367	xcit_nano_12_p8_224_dist	1887.0	542.649	1024	224	2.16	15.71	3.05
368	xcit_nano_12_p8_224	1883.21	543.74	1024	224	2.16	15.71	3.05
369	cspdarknet53	1881.33	408.211	768	256	6.57	16.81	27.64
370	gmlp_s16_224	1873.82	546.464	1024	224	4.42	15.1	19.42
371	edgenext_small_rw	1831.96	558.95	1024	320	2.46	14.85	7.83
372	ecaresnet26t	1828.87	559.898	1024	320	5.24	16.44	16.01
373	vit_small_r26_s32_224	1825.94	560.792	1024	224	3.56	9.85	36.43
374	vgg13	1819.73	281.346	512	224	11.31	12.25	133.05
375	poolformer_s24	1804.4	567.487	1024	224	3.41	10.68	21.39
376	crossvit_15_240	1799.06	569.173	1024	240	5.81	19.77	27.53
377	vit_relpos_medium_patch16_224	1794.09	570.75	1024	224	7.97	17.02	38.75
378	vit_srelpos_medium_patch16_224	1787.05	573.0	1024	224	7.96	16.21	38.74
379	mobilevitv2_150	1774.77	288.477	512	256	4.09	24.11	10.59
380	mobilevitv2_150_in22ft1k	1773.43	288.695	512	256	4.09	24.11	10.59
381	sebotnet33ts_256	1762.47	217.864	384	256	3.89	17.46	13.7
382	resmlp_24_224	1761.92	581.171	1024	224	5.96	10.91	30.02
383	efficientnet_b3	1761.71	290.615	512	320	2.01	26.52	12.23
384	efficientnet_b3a	1761.71	290.614	512	320	2.01	26.52	12.23
385	resmlp_24_distilled_224	1760.69	581.576	1024	224	5.96	10.91	30.02
386	regnetx_064	1757.88	436.877	768	224	6.49	16.37	26.21
387	resnest50d	1750.78	584.87	1024	224	5.4	14.36	27.48
388	gmixer_24_224	1741.35	588.036	1024	224	5.28	14.45	24.72
389	swin_s3_tiny_224	1737.42	589.369	1024	224	4.64	19.13	28.33
390	crossvit_15_dagger_240	1736.98	589.517	1024	240	6.13	20.43	28.21
391	vit_base_resnet50d_224	1722.65	594.42	1024	224	8.73	16.92	110.97
392	resnetv2_101	1717.18	596.314	1024	224	7.83	16.23	44.54
393	tf_efficientnet_b3_ap	1706.97	299.935	512	300	1.87	23.83	12.23
394	tf_efficientnet_b3	1705.74	300.151	512	300	1.87	23.83	12.23
395	tf_efficientnet_b3_ns	1705.51	300.191	512	300	1.87	23.83	12.23
396	lambda_resnet50ts	1694.68	604.231	1024	256	5.07	17.48	21.54
397	dla102	1693.75	604.56	1024	224	7.19	14.18	33.27
398	darknetaa53	1689.16	454.651	768	288	10.08	15.68	36.02
399	gluon_resnet101_v1b	1679.75	609.599	1024	224	7.83	16.23	44.55
400	tv_resnet101	1679.18	609.808	1024	224	7.83	16.23	44.55
401	resnet101	1676.67	610.719	1024	224	7.83	16.23	44.55
402	repvgg_b1	1663.53	615.546	1024	224	13.16	10.64	57.42
403	resnetv2_101d	1653.14	619.414	1024	224	8.07	17.04	44.56
404	gluon_resnet101_v1c	1649.02	620.96	1024	224	8.08	17.04	44.57
405	vgg13_bn	1642.15	311.774	512	224	11.33	12.25	133.05
406	cait_xxs24_224	1641.65	623.749	1024	224	2.53	20.29	11.96
407	res2net50_26w_6s	1639.34	624.627	1024	224	6.33	15.28	37.05
408	hrnet_w18	1631.65	627.569	1024	224	4.32	16.31	21.3
409	vit_large_patch32_224	1623.29	630.805	1024	224	15.39	13.3	306.54
410	wide_resnet50_2	1618.04	632.851	1024	224	11.43	14.4	68.88
411	gluon_resnet101_v1d	1616.88	633.307	1024	224	8.08	17.04	44.57
412	xcit_tiny_12_p16_384_dist	1614.06	634.414	1024	384	3.64	18.26	6.72
413	regnetv_040	1604.78	478.557	768	288	6.6	20.3	20.64
414	halonet50ts	1600.56	639.764	1024	256	5.3	19.2	22.73
415	regnety_040	1597.66	480.688	768	288	6.61	20.3	20.65
416	darknet53	1585.01	484.528	768	288	11.78	15.68	41.61
417	efficientnet_cc_b1_8e	1576.34	649.593	1024	240	0.75	15.44	39.72
418	coat_lite_small	1576.03	649.72	1024	224	3.96	22.09	19.84
419	regnety_032	1576.03	649.722	1024	288	5.29	18.61	19.44
420	resnetv2_50x1_bit_distilled	1575.9	649.775	1024	224	4.23	11.11	25.55
421	swinv2_cr_tiny_224	1574.62	650.304	1024	224	4.66	28.45	28.33
422	legacy_seresnet101	1569.43	652.454	1024	224	7.61	15.74	49.33
423	vit_base_patch32_384	1551.76	659.885	1024	384	13.06	16.5	88.3
424	ese_vovnet39b_evos	1551.37	660.05	1024	224	7.07	6.74	24.58
425	swinv2_cr_tiny_ns_224	1546.02	662.33	1024	224	4.66	28.45	28.33
426	vit_tiny_patch16_384	1542.96	663.648	1024	384	4.7	25.39	5.79
427	lamhalobotnet50ts_256	1533.2	667.873	1024	256	5.02	18.44	22.57
428	tf_efficientnet_cc_b1_8e	1527.24	670.479	1024	240	0.75	15.44	39.72
429	resnetaa101d	1521.49	673.009	1024	224	9.12	17.56	44.57
430	densenet201	1515.85	675.514	1024	224	4.34	7.85	20.01
431	resnetaa50	1510.7	677.817	1024	288	8.52	19.24	25.56
432	mixer_l32_224	1508.54	678.791	1024	224	11.27	19.86	206.94
433	seresnet101	1502.48	681.526	1024	224	7.84	16.27	49.33
434	vit_base_r26_s32_224	1492.4	686.129	1024	224	6.81	12.36	101.38
435	gluon_resnet101_v1s	1485.37	689.375	1024	224	9.19	18.64	44.67
436	twins_pcpvt_base	1484.93	689.584	1024	224	6.68	25.25	43.83
437	mobilevitv2_175	1472.18	347.77	512	256	5.54	28.13	14.25
438	mobilevitv2_175_in22ft1k	1472.06	347.8	512	256	5.54	28.13	14.25
439	nf_resnet101	1469.16	696.987	1024	224	8.01	16.23	44.55
440	resnest50d_4s2x40d	1467.36	697.84	1024	224	4.4	17.94	30.42
441	vgg16	1464.57	349.576	512	224	15.47	13.56	138.36
442	resnetv2_50d_frn	1463.93	699.474	1024	224	4.33	11.92	25.59
443	resnetblur101d	1458.09	702.276	1024	224	9.12	17.94	44.57
444	ecaresnet101d	1457.01	702.796	1024	224	8.08	17.07	44.57
445	sequencer2d_s	1455.29	703.627	1024	224	4.96	11.31	27.65
446	nf_resnet50	1445.9	708.195	1024	288	6.88	18.37	25.56
447	convnext_small	1445.85	708.22	1024	224	8.71	21.56	50.22
448	convnext_small_in22ft1k	1443.98	709.135	1024	224	8.71	21.56	50.22
449	regnetz_c16	1437.42	356.181	512	320	3.92	25.88	13.46
450	tresnet_l	1432.52	714.812	1024	224	10.88	11.9	55.99
451	cs3darknet_x	1429.24	716.453	1024	288	10.6	14.36	35.05
452	dla102x	1397.97	732.475	1024	224	5.89	19.42	26.31
453	ssl_resnext101_32x4d	1392.96	735.11	1024	224	8.01	21.23	44.18
454	swsl_resnext101_32x4d	1392.73	735.231	1024	224	8.01	21.23	44.18
455	resnext101_32x4d	1390.48	736.423	1024	224	8.01	21.23	44.18
456	botnet50ts_256	1389.99	276.247	384	256	5.54	22.23	22.74
457	skresnext50_32x4d	1389.9	736.732	1024	224	4.5	17.18	27.48
458	gluon_resnext101_32x4d	1389.41	736.987	1024	224	8.01	21.23	44.18
459	nest_tiny	1388.05	553.283	768	224	5.83	25.48	17.06
460	resnet50_gn	1386.72	738.422	1024	224	4.14	11.11	25.56
461	resnetv2_50d_evob	1383.3	740.244	1024	224	4.33	11.92	25.59
462	res2net50_26w_8s	1373.33	745.622	1024	224	8.37	17.95	48.4
463	halo2botnet50ts_256	1372.33	559.619	768	256	5.02	21.78	22.64
464	regnetx_080	1370.56	747.125	1024	224	8.02	14.06	39.57
465	cs3sedarknet_x	1368.84	748.067	1024	288	10.6	14.37	35.4
466	jx_nest_tiny	1362.62	563.605	768	224	5.83	25.48	17.06
467	convit_small	1355.18	755.603	1024	224	5.76	17.87	27.78
468	res2net101_26w_4s	1353.43	756.586	1024	224	8.1	18.45	45.21
469	xception	1340.72	572.814	768	299	8.4	35.83	22.86
470	mixer_b16_224_miil	1340.03	764.147	1024	224	12.62	14.53	59.88
471	repvgg_b2g4	1335.06	766.992	1024	224	12.63	12.9	61.76
472	vgg16_bn	1335.02	383.503	512	224	15.5	13.56	138.37
473	mixer_b16_224	1328.05	771.041	1024	224	12.62	14.53	59.88
474	twins_svt_base	1307.2	783.34	1024	224	8.59	26.33	56.07
475	dpn92	1299.67	787.878	1024	224	6.54	18.21	37.67
476	cs3edgenet_x	1289.05	794.37	1024	288	14.59	16.36	47.82
477	ese_vovnet99b_iabn	1282.63	798.345	1024	224	16.49	11.27	63.2
478	crossvit_18_240	1272.74	804.553	1024	240	9.05	26.26	43.27
479	regnety_040s_gn	1271.39	805.405	1024	224	4.03	12.29	20.65
480	eca_nfnet_l0	1271.38	805.411	1024	288	7.12	17.29	24.14
481	nfnet_l0	1269.37	806.681	1024	288	7.13	17.29	35.07
482	seresnext101_32x4d	1268.1	807.494	1024	224	8.02	21.26	48.96
483	legacy_seresnext101_32x4d	1267.59	807.817	1024	224	8.02	21.26	48.96
484	gluon_seresnext101_32x4d	1265.67	809.045	1024	224	8.02	21.26	48.96
485	nf_ecaresnet101	1264.2	809.986	1024	224	8.01	16.27	44.55
486	vit_relpos_medium_patch16_rpn_224	1263.66	810.331	1024	224	7.97	17.02	38.73
487	nf_seresnet101	1261.42	811.77	1024	224	8.02	16.27	49.33
488	mobilevitv2_200	1256.15	305.684	384	256	7.22	32.15	18.45
489	mobilevitv2_200_in22ft1k	1255.83	305.762	384	256	7.22	32.15	18.45
490	xception41p	1254.65	408.071	512	299	9.25	39.86	26.91
491	resnet51q	1254.6	816.185	1024	288	8.07	20.94	35.7
492	efficientnet_el	1254.42	408.143	512	300	8.0	30.7	10.59
493	efficientnet_el_pruned	1254.28	408.188	512	300	8.0	30.7	10.59
494	ese_vovnet99b	1240.88	825.205	1024	224	16.51	11.27	63.2
495	xcit_tiny_12_p8_224_dist	1237.16	827.688	1024	224	4.81	23.6	6.71
496	xcit_tiny_12_p8_224	1235.05	829.105	1024	224	4.81	23.6	6.71
497	crossvit_18_dagger_240	1235.02	829.126	1024	240	9.5	27.03	44.27
498	vgg19	1227.1	417.229	512	224	19.63	14.86	143.67
499	tf_efficientnet_el	1226.94	417.286	512	300	8.0	30.7	10.59
500	poolformer_s36	1217.09	841.334	1024	224	5.0	15.82	30.86
501	hrnet_w32	1204.83	849.897	1024	224	8.97	22.02	41.23
502	hrnet_w30	1202.88	851.275	1024	224	8.15	21.21	37.71
503	resnetv2_152	1196.21	856.023	1024	224	11.55	22.56	60.19
504	nfnet_f0	1193.84	857.722	1024	256	12.62	18.05	71.49
505	swin_small_patch4_window7_224	1179.92	867.841	1024	224	8.77	27.47	49.61
506	resmlp_36_224	1179.88	867.87	1024	224	8.91	16.33	44.69
507	vit_small_resnet50d_s16_224	1179.15	868.406	1024	224	13.48	24.82	57.53
508	resmlp_36_distilled_224	1179.01	868.509	1024	224	8.91	16.33	44.69
509	efficientnet_lite4	1178.02	325.958	384	380	4.04	45.66	13.01
510	tv_resnet152	1172.68	873.198	1024	224	11.56	22.56	60.19
511	gluon_resnet152_v1b	1172.67	873.208	1024	224	11.56	22.56	60.19
512	resnet152	1170.69	874.682	1024	224	11.56	22.56	60.19
513	mixnet_xxl	1163.99	329.888	384	224	2.04	23.43	23.96
514	resnetv2_152d	1163.57	880.032	1024	224	11.8	23.36	60.2
515	ecaresnet50t	1162.34	880.97	1024	320	8.82	24.13	25.57
516	resnet61q	1160.54	882.331	1024	288	9.87	21.52	36.85
517	vit_base_patch16_224_miil	1154.75	886.763	1024	224	17.58	23.9	86.54
518	repvgg_b2	1154.25	887.146	1024	224	20.45	12.9	89.02
519	inception_v4	1153.57	887.661	1024	299	12.28	15.09	42.68
520	swinv2_tiny_window8_256	1152.79	888.266	1024	256	5.96	24.57	28.35
521	densenet161	1147.8	892.122	1024	224	7.79	11.06	28.68
522	gluon_resnet152_v1c	1146.71	892.979	1024	224	11.8	23.36	60.21
523	gluon_resnet152_v1d	1141.31	897.204	1024	224	11.8	23.36	60.21
524	sequencer2d_m	1138.06	899.765	1024	224	6.55	14.26	38.31
525	vit_base_patch16_224_sam	1132.42	904.242	1024	224	17.58	23.9	86.57
526	deit_base_patch16_224	1132.42	904.245	1024	224	17.58	23.9	86.57
527	vit_base_patch16_224	1132.21	904.413	1024	224	17.58	23.9	86.57
528	dla169	1130.13	906.071	1024	224	11.6	20.2	53.39
529	regnetx_120	1129.55	453.263	512	224	12.13	21.37	46.11
530	volo_d1_224	1126.62	908.904	1024	224	6.94	24.43	26.63
531	vgg19_bn	1122.31	456.189	512	224	19.66	14.86	143.68
532	deit_base_distilled_patch16_224	1116.6	917.056	1024	224	17.68	24.05	87.34
533	xception41	1110.46	461.057	512	299	9.28	39.86	26.97
534	cait_xxs36_224	1104.66	926.97	1024	224	3.77	30.34	17.3
535	tf_efficientnet_lite4	1091.59	351.767	384	380	4.04	45.66	13.01
536	convmixer_1024_20_ks9_p14	1091.56	938.092	1024	224	5.55	5.51	24.38
537	deit3_base_patch16_224	1090.26	939.213	1024	224	17.58	23.9	86.59
538	deit3_base_patch16_224_in21ft1k	1088.57	940.667	1024	224	17.58	23.9	86.59
539	legacy_seresnet152	1086.41	942.544	1024	224	11.33	22.08	66.82
540	tnt_s_patch16_224	1079.54	948.54	1024	224	5.24	24.37	23.76
541	regnety_120	1077.58	475.125	512	224	12.14	21.38	51.82
542	repvgg_b3g4	1077.28	950.524	1024	224	17.89	15.1	83.83
543	vit_relpos_base_patch16_clsgap_224	1077.01	950.767	1024	224	17.6	25.12	86.43
544	vit_relpos_base_patch16_cls_224	1076.19	951.489	1024	224	17.6	25.12	86.43
545	gluon_resnet152_v1s	1074.28	953.181	1024	224	12.92	24.96	60.32
546	twins_pcpvt_large	1061.77	964.416	1024	224	9.84	35.82	60.99
547	seresnet152	1047.32	977.721	1024	224	11.57	22.61	66.82
548	beit_base_patch16_224	1045.12	979.774	1024	224	17.58	23.9	86.53
549	xcit_small_24_p16_224_dist	1038.39	986.125	1024	224	9.1	23.64	47.67
550	xcit_small_24_p16_224	1037.69	986.793	1024	224	9.1	23.64	47.67
551	coat_tiny	1036.7	987.731	1024	224	4.35	27.2	5.5
552	dm_nfnet_f0	1035.11	989.253	1024	256	12.62	18.05	71.49
553	nf_regnet_b4	1027.0	997.065	1024	384	4.7	28.61	30.21
554	vit_relpos_base_patch16_224	1017.61	1006.263	1024	224	17.51	24.97	86.43
555	convnext_base_in22ft1k	1006.85	1017.02	1024	224	15.38	28.75	88.59
556	convnext_base	1006.73	1017.126	1024	224	15.38	28.75	88.59
557	pit_b_224	993.61	515.277	512	224	12.42	32.94	73.76
558	pit_b_distilled_224	985.16	519.696	512	224	12.5	33.07	74.79
559	tresnet_xl	983.38	1041.292	1024	224	15.17	15.34	78.44
560	efficientnetv2_s	976.0	1049.166	1024	384	8.44	35.77	21.46
561	dla102x2	973.1	526.138	512	224	9.34	29.91	41.28
562	cs3se_edgenet_x	972.26	1053.196	1024	320	18.01	20.21	50.72
563	vit_small_patch16_36x1_224	972.14	1053.329	1024	224	13.71	35.69	64.67
564	swinv2_cr_small_224	966.28	1059.712	1024	224	9.07	50.27	49.7
565	swinv2_cr_small_ns_224	955.69	1071.465	1024	224	9.08	50.27	49.7
566	tf_efficientnetv2_s_in21ft1k	955.24	1071.964	1024	384	8.44	35.77	21.46
567	tf_efficientnetv2_s	955.13	1072.086	1024	384	8.44	35.77	21.46
568	vit_small_patch16_18x2_224	948.32	1079.793	1024	224	13.71	35.69	64.67
569	wide_resnet101_2	939.08	1090.412	1024	224	22.8	21.23	126.89
570	regnetx_160	936.53	546.684	512	224	15.99	25.52	54.28
571	regnety_080	933.52	548.447	512	288	13.22	29.69	39.18
572	regnetz_b16_evos	933.51	822.691	768	288	2.36	16.43	9.74
573	efficientnetv2_rw_s	931.24	1099.596	1024	384	8.72	38.03	23.94
574	resnetv2_50d_gn	920.9	1111.946	1024	288	7.24	19.7	25.57
575	twins_svt_large	918.22	1115.185	1024	224	15.15	35.1	99.27
576	efficientnet_b4	917.89	418.339	384	384	4.51	50.04	19.34
577	regnetz_040	913.72	420.249	384	320	6.35	37.78	27.12
578	xception65p	910.71	562.184	512	299	13.91	52.48	39.82
579	regnetz_040h	909.33	422.274	384	320	6.43	37.94	28.94
580	dpn98	906.73	1129.316	1024	224	11.73	25.2	61.57
581	repvgg_b3	901.67	1135.661	1024	224	29.16	15.1	123.09
582	resnetrs101	898.53	1139.62	1024	288	13.56	28.53	63.62
583	gluon_resnext101_64x4d	887.37	1153.955	1024	224	15.52	31.21	83.46
584	nest_small	885.28	867.51	768	224	10.35	40.04	38.35
585	poolformer_m36	879.83	1163.84	1024	224	8.8	22.02	56.17
586	regnetz_d8	877.84	1166.489	1024	320	6.19	37.08	23.37
587	jx_nest_small	874.11	878.596	768	224	10.35	40.04	38.35
588	ssl_resnext101_32x8d	874.01	1171.597	1024	224	16.48	31.21	88.79
589	swsl_resnext101_32x8d	873.31	1172.532	1024	224	16.48	31.21	88.79
590	resnext101_32x8d	873.01	1172.932	1024	224	16.48	31.21	88.79
591	ig_resnext101_32x8d	872.81	1173.211	1024	224	16.48	31.21	88.79
592	regnetz_d32	869.58	1177.564	1024	320	9.33	37.08	27.58
593	inception_resnet_v2	868.78	1178.653	1024	299	13.18	25.06	55.84
594	ens_adv_inception_resnet_v2	868.32	1179.275	1024	299	13.18	25.06	55.84
595	xcit_tiny_24_p16_384_dist	866.54	1181.7	1024	384	6.87	34.29	12.12
596	cait_s24_224	865.33	1183.354	1024	224	9.35	40.58	46.92
597	resnest101e	858.93	894.122	768	256	13.38	28.66	48.28
598	tf_efficientnet_b4	858.91	447.067	384	380	4.49	49.49	19.34
599	tf_efficientnet_b4_ap	858.7	447.171	384	380	4.49	49.49	19.34
600	tf_efficientnet_b4_ns	858.52	447.267	384	380	4.49	49.49	19.34
601	swin_s3_small_224	853.54	899.766	768	224	9.43	37.84	49.74
602	regnetv_064	852.1	600.857	512	288	10.55	27.11	30.58
603	regnety_064	851.33	601.396	512	288	10.56	27.11	30.58
604	resnet200	847.44	1208.333	1024	224	15.07	32.19	64.67
605	gluon_seresnext101_64x4d	834.87	1226.518	1024	224	15.53	31.25	88.23
606	coat_mini	833.41	1228.669	1024	224	6.82	33.68	10.34
607	swin_base_patch4_window7_224	832.6	1229.869	1024	224	15.47	36.63	87.77
608	resnet101d	816.8	1253.661	1024	320	16.48	34.77	44.57
609	gluon_xception65	816.5	627.052	512	299	13.96	52.48	39.92
610	xception65	811.16	631.185	512	299	13.96	52.48	39.92
611	resnetv2_50d_evos	810.51	947.543	768	288	7.15	19.7	25.59
612	convnext_tiny_384_in22ft1k	807.27	634.218	512	384	13.14	39.48	28.59
613	gmlp_b16_224	789.84	1296.449	1024	224	15.78	30.21	73.08
614	hrnet_w40	787.85	1299.728	1024	224	12.75	25.29	57.56
615	crossvit_base_240	787.17	975.639	768	240	21.22	36.33	105.03
616	hrnet_w44	771.15	1327.87	1024	224	14.94	26.92	67.06
617	swinv2_tiny_window16_256	763.4	670.672	512	256	6.68	39.02	28.35
618	mobilevitv2_150_384_in22ft1k	757.55	337.918	256	384	9.2	54.25	10.59
619	xcit_medium_24_p16_224_dist	748.7	1367.689	1024	224	16.13	31.71	84.4
620	xcit_medium_24_p16_224	748.18	1368.635	1024	224	16.13	31.71	84.4
621	tresnet_m_448	743.16	1377.885	1024	448	22.94	29.21	31.39
622	vit_large_r50_s32_224	742.19	1379.692	1024	224	19.58	24.41	328.99
623	hrnet_w48	738.63	1386.343	1024	224	17.34	28.56	77.47
624	vit_base_patch16_plus_240	738.11	1387.321	1024	240	27.41	33.08	117.56
625	sequencer2d_l	736.17	1390.978	1024	224	9.74	22.12	54.3
626	xcit_small_12_p16_384_dist	715.91	1430.327	1024	384	14.14	36.51	26.25
627	swinv2_small_window8_256	710.32	1441.594	1024	256	11.58	40.14	49.73
628	swin_s3_base_224	693.67	1476.198	1024	224	13.69	48.26	71.13
629	vit_small_patch16_384	692.4	1109.164	768	384	15.52	50.78	22.2
630	vit_relpos_base_patch16_plus_240	691.79	1480.194	1024	240	27.3	34.33	117.38
631	tnt_b_patch16_224	691.78	1480.223	1024	224	14.09	39.01	65.41
632	swinv2_cr_base_224	688.11	1488.125	1024	224	15.86	59.66	87.88
633	densenet264d_iabn	687.57	1489.287	1024	224	13.47	14.0	72.74
634	convit_base	685.88	1492.962	1024	224	17.52	31.77	86.54
635	swinv2_cr_base_ns_224	682.58	1500.17	1024	224	15.86	59.66	87.88
636	vit_base_patch16_rpn_224	667.73	1533.544	1024	224	17.49	23.75	86.54
637	densenet264	664.62	1540.716	1024	224	12.95	12.8	72.69
638	deit3_small_patch16_384	664.03	1156.564	768	384	15.52	50.78	22.21
639	poolformer_m48	663.83	1542.547	1024	224	11.59	29.17	73.47
640	deit3_small_patch16_384_in21ft1k	663.62	1157.274	768	384	15.52	50.78	22.21
641	efficientnet_b3_gn	662.87	386.187	256	320	2.14	28.83	11.73
642	dpn131	660.11	1551.238	1024	224	16.09	32.97	79.25
643	eca_nfnet_l1	655.87	1561.27	1024	320	14.92	34.42	41.41
644	vit_relpos_base_patch16_rpn_224	655.49	1562.186	1024	224	17.51	24.97	86.41
645	xcit_tiny_24_p8_224	650.45	1574.283	1024	224	9.21	45.39	12.11
646	xcit_tiny_24_p8_224_dist	649.22	1577.262	1024	224	9.21	45.39	12.11
647	xcit_nano_12_p8_384_dist	643.06	1592.369	1024	384	6.34	46.08	3.05
648	nest_base	629.02	813.95	512	224	17.96	53.39	67.72
649	volo_d2_224	627.91	1630.781	1024	224	14.34	41.34	58.68
650	mobilevitv2_175_384_in22ft1k	627.52	407.942	256	384	12.47	63.29	14.25
651	jx_nest_base	621.88	823.3	512	224	17.96	53.39	67.72
652	vit_small_r26_s32_384	619.54	619.804	384	384	10.43	29.85	36.47
653	senet154	618.82	1654.743	1024	224	20.77	38.69	115.09
654	gluon_senet154	618.51	1655.586	1024	224	20.77	38.69	115.09
655	legacy_senet154	618.16	1656.503	1024	224	20.77	38.69	115.09
656	xception71	616.97	829.852	512	299	18.09	69.92	42.34
657	vit_base_r50_s16_224	613.11	1670.152	1024	224	21.66	35.29	98.66
658	hrnet_w64	609.7	1679.491	1024	224	28.97	35.09	128.06
659	regnety_320	607.61	842.637	512	224	32.34	30.26	145.05
660	dpn107	606.08	1689.539	1024	224	18.38	33.46	86.92
661	regnetz_c16_evos	598.89	854.904	512	320	3.86	25.88	13.49
662	ecaresnet200d	592.5	1728.248	1024	256	20.0	43.15	64.69
663	seresnet200d	591.19	1732.085	1024	256	20.01	43.15	71.86
664	resnet152d	576.9	1774.999	1024	320	24.08	47.67	60.21
665	convnext_large	559.02	1831.761	1024	224	34.4	43.13	197.77
666	convnext_large_in22ft1k	558.96	1831.941	1024	224	34.4	43.13	197.77
667	regnety_160	558.21	687.896	384	288	26.37	38.07	83.59
668	efficientnet_b3_g8_gn	557.9	458.854	256	320	3.2	28.83	14.25
669	xcit_small_12_p8_224	546.6	1873.371	1024	224	18.69	47.21	26.21
670	xcit_small_12_p8_224_dist	546.45	1873.905	1024	224	18.69	47.21	26.21
671	resnext101_64x4d	541.68	1417.803	768	288	25.66	51.59	83.46
672	mobilevitv2_200_384_in22ft1k	527.08	364.262	192	384	16.24	72.34	18.45
673	halonet_h1	518.76	493.471	256	256	3.0	51.17	8.1
674	vit_large_patch32_384	517.18	1979.967	1024	384	45.31	43.86	306.63
675	seresnet152d	516.02	1984.399	1024	320	24.09	47.72	66.84
676	resnetrs152	512.78	1996.941	1024	320	24.34	48.14	86.62
677	swinv2_base_window8_256	507.32	1513.812	768	256	20.37	52.59	87.92
678	seresnext101_32x8d	503.19	1526.235	768	288	27.24	51.63	93.57
679	convnext_small_384_in22ft1k	494.64	1035.087	512	384	25.58	63.37	50.22
680	seresnext101d_32x8d	494.43	1553.287	768	288	27.64	52.95	93.59
681	swin_large_patch4_window7_224	478.67	1604.435	768	224	34.53	54.94	196.53
682	swinv2_small_window16_256	476.38	1074.753	512	256	12.82	66.29	49.73
683	regnetz_e8	474.49	1618.577	768	320	15.46	63.94	57.7
684	regnetx_320	471.27	814.799	384	224	31.81	36.3	107.81
685	ssl_resnext101_32x16d	471.02	1086.983	512	224	36.27	51.18	194.03
686	swsl_resnext101_32x16d	470.83	1087.428	512	224	36.27	51.18	194.03
687	ig_resnext101_32x16d	470.74	1087.624	512	224	36.27	51.18	194.03
688	mixer_l16_224	470.73	2175.315	1024	224	44.6	41.69	208.2
689	seresnextaa101d_32x8d	463.39	1657.351	768	288	28.51	56.44	93.59
690	seresnet269d	463.29	2210.273	1024	256	26.59	53.6	113.67
691	nf_regnet_b5	450.96	1135.344	512	456	11.7	61.95	49.74
692	efficientnetv2_m	449.82	2276.453	1024	416	18.6	67.5	54.14
693	volo_d3_224	439.99	2327.294	1024	224	20.78	60.09	86.33
694	efficientnet_b5	425.78	601.238	256	456	10.46	98.86	30.39
695	xcit_large_24_p16_224_dist	423.07	2420.403	1024	224	35.86	47.27	189.1
696	xcit_large_24_p16_224	422.98	2420.908	1024	224	35.86	47.27	189.1
697	xcit_tiny_12_p8_384_dist	419.35	2441.847	1024	384	14.13	69.14	6.71
698	resnet200d	417.0	2455.593	1024	320	31.25	67.33	64.69
699	efficientnetv2_rw_m	411.82	1864.879	768	416	21.49	79.62	53.24
700	tf_efficientnet_b5_ns	408.16	627.186	256	456	10.46	98.86	30.39
701	swinv2_cr_tiny_384	408.1	627.286	256	384	15.34	161.01	28.33
702	tf_efficientnet_b5	407.78	627.773	256	456	10.46	98.86	30.39
703	tf_efficientnet_b5_ap	407.68	627.936	256	456	10.46	98.86	30.39
704	swinv2_cr_large_224	405.25	1895.127	768	224	35.1	78.42	196.68
705	resnetv2_50x1_bitm	401.93	955.37	384	448	16.62	44.46	25.55
706	nfnet_f1	399.69	2561.946	1024	320	35.97	46.77	132.63
707	xcit_small_24_p16_384_dist	382.57	2676.633	1024	384	26.72	68.58	47.67
708	regnetz_d8_evos	376.87	2037.797	768	320	7.03	38.92	23.46
709	tresnet_l_448	371.52	2756.242	1024	448	43.5	47.56	55.99
710	vit_large_patch16_224	369.7	2769.802	1024	224	61.6	63.52	304.33
711	resnetrs200	368.58	2778.22	1024	320	31.51	67.81	93.21
712	convnext_xlarge_in22ft1k	368.02	1391.221	512	224	60.98	57.5	350.2
713	crossvit_15_dagger_408	366.37	698.731	256	408	21.45	95.05	28.5
714	vit_base_patch16_18x2_224	361.96	2829.064	1024	224	52.51	71.38	256.73
715	deit3_large_patch16_224	358.07	2859.733	1024	224	61.6	63.52	304.37
716	deit3_large_patch16_224_in21ft1k	357.9	2861.143	1024	224	61.6	63.52	304.37
717	dm_nfnet_f1	357.87	2146.026	768	320	35.97	46.77	132.63
718	tf_efficientnetv2_m	350.54	2190.896	768	480	24.76	89.84	54.14
719	tf_efficientnetv2_m_in21ft1k	350.14	2193.372	768	480	24.76	89.84	54.14
720	swinv2_base_window16_256	345.6	1111.087	384	256	22.02	84.71	87.92
721	swinv2_base_window12to16_192to256_22kft1k	345.47	1111.525	384	256	22.02	84.71	87.92
722	convnext_base_384_in22ft1k	344.56	1485.926	512	384	45.21	84.49	88.59
723	beit_large_patch16_224	342.32	2991.347	1024	224	61.6	63.52	304.43
724	eca_nfnet_l2	322.02	2384.947	768	384	30.05	68.28	56.72
725	volo_d1_384	293.04	1747.159	512	384	22.75	108.55	26.78
726	convmixer_768_32	292.83	3496.872	1024	224	19.55	25.95	21.11
727	resnetv2_152x2_bit_teacher	291.46	2634.992	768	224	46.95	45.11	236.34
728	deit_base_patch16_384	288.65	1330.327	384	384	55.54	101.56	86.86
729	vit_base_patch16_384	288.47	1331.141	384	384	55.54	101.56	86.86
730	resnest200e	288.19	1776.58	512	320	35.69	82.78	70.2
731	xcit_small_24_p8_224	286.12	3578.848	1024	224	35.81	90.78	47.63
732	xcit_small_24_p8_224_dist	286.06	3579.677	1024	224	35.81	90.78	47.63
733	deit_base_distilled_patch16_384	284.56	1349.413	384	384	55.65	101.82	87.63
734	volo_d4_224	282.61	3623.333	1024	224	44.34	80.22	192.96
735	deit3_base_patch16_384	277.81	1382.217	384	384	55.54	101.56	86.88
736	deit3_base_patch16_384_in21ft1k	277.78	1382.367	384	384	55.54	101.56	86.88
737	tresnet_xl_448	277.15	2771.052	768	448	60.65	61.31	78.44
738	nasnetalarge	276.88	1386.877	384	331	23.89	90.56	88.75
739	vit_large_patch14_224	271.51	3771.489	1024	224	81.08	88.79	304.2
740	cait_xxs24_384	269.82	3795.14	1024	384	9.63	122.66	12.03
741	crossvit_18_dagger_408	269.4	950.247	256	408	32.47	124.87	44.61
742	xcit_medium_24_p16_384_dist	269.2	2852.889	768	384	47.39	91.64	84.4
743	pnasnet5large	264.84	1449.925	384	331	25.04	92.89	86.06
744	resnetv2_101x1_bitm	252.59	1520.226	384	448	31.65	64.93	44.54
745	efficientnet_b6	252.26	507.392	128	528	19.4	167.39	43.04
746	swinv2_cr_small_384	250.03	1023.876	256	384	29.7	298.03	49.7
747	beit_base_patch16_384	247.68	1550.363	384	384	55.54	101.56	86.74
748	vit_large_r50_s32_384	246.17	1559.866	384	384	57.43	76.52	329.09
749	tf_efficientnet_b6_ns	242.42	527.986	128	528	19.4	167.39	43.04
750	tf_efficientnet_b6	242.34	528.179	128	528	19.4	167.39	43.04
751	tf_efficientnet_b6_ap	242.3	528.255	128	528	19.4	167.39	43.04
752	ecaresnet269d	241.69	4236.816	1024	352	50.25	101.25	102.09
753	resnetrs270	234.11	4373.986	1024	352	51.13	105.48	129.86
754	nfnet_f2	224.73	4556.614	1024	352	63.22	79.06	193.78
755	swin_base_patch4_window12_384	220.36	871.278	192	384	47.19	134.78	87.9
756	xcit_tiny_24_p8_384_dist	219.9	4656.678	1024	384	27.05	132.95	12.11
757	resmlp_big_24_224	218.18	4693.363	1024	224	100.23	87.31	129.14
758	resmlp_big_24_224_in22ft1k	217.68	4704.164	1024	224	100.23	87.31	129.14
759	resmlp_big_24_distilled_224	217.65	4704.831	1024	224	100.23	87.31	129.14
760	swinv2_large_window12to16_192to256_22kft1k	211.96	1207.756	256	256	47.81	121.53	196.74
761	efficientnetv2_l	206.63	2477.808	512	480	56.4	157.99	118.52
762	tf_efficientnetv2_l	204.52	2503.355	512	480	56.4	157.99	118.52
763	tf_efficientnetv2_l_in21ft1k	204.48	2503.917	512	480	56.4	157.99	118.52
764	ig_resnext101_32x32d	202.59	1263.594	256	224	87.29	91.12	468.53
765	xcit_medium_24_p8_224	202.12	5066.293	1024	224	63.53	121.23	84.32
766	xcit_medium_24_p8_224_dist	201.88	5072.196	1024	224	63.53	121.23	84.32
767	dm_nfnet_f2	200.18	3836.576	768	352	63.22	79.06	193.78
768	convnext_large_384_in22ft1k	190.55	1343.472	256	384	101.1	126.74	197.77
769	vit_base_patch8_224	188.25	1359.85	256	224	78.22	161.69	86.58
770	volo_d5_224	187.56	5459.662	1024	224	72.4	118.11	295.46
771	cait_xs24_384	186.33	4121.716	768	384	19.28	183.98	26.67
772	xcit_small_12_p8_384_dist	183.57	2091.823	384	384	54.92	138.29	26.21
773	eca_nfnet_l3	182.91	2799.141	512	448	52.55	118.4	72.04
774	cait_xxs36_384	180.41	5675.791	1024	384	14.35	183.7	17.37
775	swinv2_cr_base_384	178.38	1435.085	256	384	50.57	333.68	87.88
776	vit_base_resnet50_384	177.85	2159.087	384	384	67.43	135.03	98.95
777	vit_base_r50_s16_384	177.6	2162.196	384	384	67.43	135.03	98.95
778	swinv2_cr_huge_224	175.47	2188.347	384	224	115.97	121.08	657.83
779	convmixer_1536_20	167.1	6128.044	1024	224	48.68	33.03	51.63
780	volo_d2_384	164.75	1553.889	256	384	46.17	184.51	58.87
781	resnetrs350	156.77	4898.75	768	384	77.59	154.74	163.96
782	xcit_large_24_p16_384_dist	154.33	3317.602	512	384	105.35	137.17	189.1
783	vit_huge_patch14_224	146.32	6998.359	1024	224	167.4	139.41	632.05
784	efficientnet_b7	145.11	661.558	96	600	38.33	289.94	66.35
785	cait_s24_384	144.99	3531.336	512	384	32.17	245.31	47.06
786	deit3_huge_patch14_224	142.26	7197.843	1024	224	167.4	139.41	632.13
787	deit3_huge_patch14_224_in21ft1k	142.17	7202.758	1024	224	167.4	139.41	632.13
788	tf_efficientnet_b7_ns	140.64	682.566	96	600	38.33	289.94	66.35
789	tf_efficientnet_b7_ap	140.61	682.704	96	600	38.33	289.94	66.35
790	tf_efficientnet_b7	140.6	682.756	96	600	38.33	289.94	66.35
791	efficientnetv2_xl	139.56	2751.573	384	512	93.85	247.32	208.12
792	tf_efficientnetv2_xl_in21ft1k	138.42	2774.117	384	512	93.85	247.32	208.12
793	resnest269e	135.65	2830.833	384	416	77.69	171.98	110.93
794	swin_large_patch4_window12_384	130.35	981.936	128	384	104.08	202.16	196.74
795	convnext_xlarge_384_in22ft1k	125.25	1532.9	192	384	179.2	168.99	350.2
796	nfnet_f3	124.74	4104.555	512	416	115.58	141.78	254.92
797	ig_resnext101_32x48d	118.28	1623.193	192	224	153.57	131.06	828.41
798	xcit_large_24_p8_224	115.22	4443.765	512	224	141.23	181.56	188.93
799	xcit_large_24_p8_224_dist	115.18	4445.056	512	224	141.23	181.56	188.93
800	resnetrs420	112.12	6849.78	768	416	108.45	213.79	191.89
801	dm_nfnet_f3	110.18	4647.097	512	416	115.58	141.78	254.92
802	swinv2_cr_large_384	108.04	1184.75	128	384	108.95	404.96	196.68
803	resnetv2_50x3_bitm	102.09	1253.798	128	448	145.7	133.37	217.32
804	resnetv2_152x2_bit_teacher_384	98.91	2588.163	256	384	136.16	132.56	236.34
805	vit_large_patch16_384	97.45	2626.88	256	384	191.21	270.24	304.72
806	cait_s36_384	97.05	5275.469	512	384	47.99	367.4	68.37
807	xcit_small_24_p8_384_dist	96.34	3985.916	384	384	105.24	265.91	47.63
808	vit_giant_patch14_224	95.73	8022.929	768	224	267.18	192.64	1012.61
809	deit3_large_patch16_384	94.64	2704.996	256	384	191.21	270.24	304.76
810	deit3_large_patch16_384_in21ft1k	94.52	2708.314	256	384	191.21	270.24	304.76
811	swinv2_base_window12to24_192to384_22kft1k	94.37	678.174	64	384	55.25	280.36	87.92
812	efficientnet_b8	91.29	1051.594	96	672	63.48	442.89	87.41
813	tf_efficientnet_b8	88.95	1079.277	96	672	63.48	442.89	87.41
814	tf_efficientnet_b8_ap	88.84	1080.533	96	672	63.48	442.89	87.41
815	beit_large_patch16_384	84.67	3023.634	256	384	191.21	270.24	305.0
816	resnetv2_152x2_bitm	73.09	2626.956	192	448	184.99	180.43	236.34
817	volo_d3_448	72.41	2651.496	192	448	96.33	446.83	86.63
818	nfnet_f4	69.91	5493.031	384	512	216.26	262.26	316.07
819	xcit_medium_24_p8_384_dist	67.93	3768.466	256	384	186.67	354.73	84.32
820	dm_nfnet_f4	62.55	4092.528	256	512	216.26	262.26	316.07
821	resnetv2_101x3_bitm	61.05	2096.759	128	448	280.33	194.78	387.93
822	swinv2_large_window12to24_192to384_22kft1k	59.71	803.821	48	384	116.15	407.83	196.74
823	vit_gigantic_patch14_224	57.59	8890.782	512	224	483.95	275.37	1844.44
824	tf_efficientnet_l2_ns_475	56.35	1135.833	64	475	172.11	609.89	480.31
825	volo_d4_448	52.92	2418.622	128	448	197.13	527.35	193.41
826	swinv2_cr_giant_224	50.53	2532.906	128	224	483.85	309.15	2598.76
827	nfnet_f5	49.64	5157.064	256	544	290.97	349.71	377.21
828	swinv2_cr_huge_384	47.06	1360.056	64	384	352.04	583.18	657.94
829	dm_nfnet_f5	44.17	5795.363	256	544	290.97	349.71	377.21
830	xcit_large_24_p8_384_dist	38.64	4968.379	192	384	415.0	531.82	188.93
831	nfnet_f6	37.99	6738.223	256	576	378.69	452.2	438.36
832	volo_d5_448	36.49	3507.831	128	448	315.06	737.92	295.91
833	beit_large_patch16_512	33.88	2833.282	96	512	362.24	656.39	305.67
834	dm_nfnet_f6	33.83	7567.962	256	576	378.69	452.2	438.36
835	cait_m36_384	31.72	8071.786	256	384	173.11	734.81	271.22
836	nfnet_f7	30.38	8426.213	256	608	480.39	570.85	499.5
837	volo_d5_512	25.58	3752.221	96	512	425.09	1105.37	296.09
838	resnetv2_152x4_bitm	22.67	4234.474	96	480	844.84	414.26	936.53
839	efficientnet_l2	20.51	1169.975	24	800	479.12	1707.39	480.31
840	tf_efficientnet_l2_ns	20.15	1191.261	24	800	479.12	1707.39	480.31
841	swinv2_cr_giant_384	14.62	2188.205	32	384	1450.71	1394.86	2598.76
842	cait_m48_448	13.47	9503.031	128	448	329.41	1708.23	356.46