Update benchmark with latest model adds

Author: rwightman

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

@@ -300,6 +300,7 @@ seresnet50t,2333.68,438.78,1024,224,4.32,11.83,28.1
 ecaresnet50d,2316.33,442.066,1024,224,4.35,11.93,25.58
 resnetblur50,2298.66,445.465,1024,224,5.16,12.02,25.56
 mobilevit_s,2279.76,336.866,768,256,2.03,19.94,5.58
+convnext_nano,2276.19,449.862,1024,288,4.06,13.84,15.59
 resnetrs50,2276.18,449.864,1024,224,4.48,12.14,35.69
 vit_base_resnet26d_224,2262.15,452.654,1024,224,6.97,13.16,101.4
 gluon_resnet50_v1s,2257.16,453.655,1024,224,5.47,13.52,25.68
@@ -461,6 +462,7 @@ resnetv2_50d_evob,1383.3,740.244,1024,224,4.33,11.92,25.59
 res2net50_26w_8s,1373.33,745.622,1024,224,8.37,17.95,48.4
 halo2botnet50ts_256,1372.33,559.619,768,256,5.02,21.78,22.64
 regnetx_080,1370.56,747.125,1024,224,8.02,14.06,39.57
+cs3sedarknet_x,1368.84,748.067,1024,288,10.6,14.37,35.4
 jx_nest_tiny,1362.62,563.605,768,224,5.83,25.48,17.06
 convit_small,1355.18,755.603,1024,224,5.76,17.87,27.78
 res2net101_26w_4s,1353.43,756.586,1024,224,8.1,18.45,45.21
@@ -471,6 +473,7 @@ vgg16_bn,1335.02,383.503,512,224,15.5,13.56,138.37
 mixer_b16_224,1328.05,771.041,1024,224,12.62,14.53,59.88
 twins_svt_base,1307.2,783.34,1024,224,8.59,26.33,56.07
 dpn92,1299.67,787.878,1024,224,6.54,18.21,37.67
+cs3edgenet_x,1289.05,794.37,1024,288,14.59,16.36,47.82
 ese_vovnet99b_iabn,1282.63,798.345,1024,224,16.49,11.27,63.2
 crossvit_18_240,1272.74,804.553,1024,240,9.05,26.26,43.27
 regnety_040s_gn,1271.39,805.405,1024,224,4.03,12.29,20.65
@@ -556,6 +559,7 @@ pit_b_distilled_224,985.16,519.696,512,224,12.5,33.07,74.79
 tresnet_xl,983.38,1041.292,1024,224,15.17,15.34,78.44
 efficientnetv2_s,976.0,1049.166,1024,384,8.44,35.77,21.46
 dla102x2,973.1,526.138,512,224,9.34,29.91,41.28
+cs3se_edgenet_x,972.26,1053.196,1024,320,18.01,20.21,50.72
 vit_small_patch16_36x1_224,972.14,1053.329,1024,224,13.71,35.69,64.67
 swinv2_cr_small_224,966.28,1059.712,1024,224,9.07,50.27,49.7
 swinv2_cr_small_ns_224,955.69,1071.465,1024,224,9.08,50.27,49.7

results/benchmark-infer-amp-nhwc-pt112-cu113-rtx3090.csv

@@ -339,6 +339,7 @@ convnext_tiny_in22ft1k,2380.94,430.068,1024,224,4.47,13.44,28.59
 convnext_tiny,2379.5,430.329,1024,224,4.47,13.44,28.59
 regnetz_b16,2348.93,435.929,1024,288,2.39,16.43,9.72
 resnetv2_101,2321.74,441.036,1024,224,7.83,16.23,44.54
+convnext_nano,2304.31,444.37,1024,288,4.06,13.84,15.59
 tf_efficientnet_cc_b0_4e,2293.39,446.488,1024,224,0.41,9.42,13.31
 semobilevit_s,2279.96,336.836,768,256,2.03,19.95,5.74
 gluon_resnet101_v1b,2249.95,455.108,1024,224,7.83,16.23,44.55
@@ -456,6 +457,7 @@ mobilevitv2_175,1554.07,329.447,512,256,5.54,28.13,14.25
 swinv2_cr_tiny_ns_224,1551.84,659.847,1024,224,4.66,28.45,28.33
 mobilevitv2_175_in22ft1k,1551.58,329.973,512,256,5.54,28.13,14.25
 vit_base_patch32_384,1550.87,660.263,1024,384,13.06,16.5,88.3
+cs3sedarknet_x,1549.02,661.048,1024,288,10.6,14.37,35.4
 resnetv2_152d,1545.41,662.596,1024,224,11.8,23.36,60.2
 nf_ecaresnet101,1540.66,664.639,1024,224,8.01,16.27,44.55
 nf_seresnet101,1538.7,665.483,1024,224,8.02,16.27,49.33
@@ -466,6 +468,7 @@ gluon_resnet152_v1d,1508.62,678.753,1024,224,11.8,23.36,60.21
 vgg16_bn,1504.44,340.315,512,224,15.5,13.56,138.37
 twins_pcpvt_base,1494.56,685.139,1024,224,6.68,25.25,43.83
 tf_efficientnet_el,1481.51,345.582,512,300,8.0,30.7,10.59
+cs3edgenet_x,1479.52,692.101,1024,288,14.59,16.36,47.82
 vit_base_r26_s32_224,1479.31,692.202,1024,224,6.81,12.36,101.38
 skresnext50_32x4d,1465.64,698.657,1024,224,4.5,17.18,27.48
 convnext_small,1452.43,705.012,1024,224,8.71,21.56,50.22
@@ -537,6 +540,7 @@ dla60_res2next,1127.83,907.922,1024,224,3.49,13.17,17.03
 eca_nfnet_l0,1126.64,908.88,1024,288,7.12,17.29,24.14
 resnetrs101,1123.2,911.667,1024,288,13.56,28.53,63.62
 nfnet_l0,1123.1,911.747,1024,288,7.13,17.29,35.07
+cs3se_edgenet_x,1120.46,913.898,1024,320,18.01,20.21,50.72
 deit_base_distilled_patch16_224,1119.36,914.798,1024,224,17.68,24.05,87.34
 vit_base_patch16_rpn_224,1111.53,921.235,1024,224,17.49,23.75,86.54
 inception_resnet_v2,1108.79,923.511,1024,299,13.18,25.06,55.84