From 22c990ac65786efea76ed7b66ff76d4c75a8899a Mon Sep 17 00:00:00 2001 From: FantasyGmm <16450052+FantasyGmm@users.noreply.github.com> Date: Wed, 15 Nov 2023 17:09:04 +0800 Subject: [PATCH] Add Raspberry Pi 5 GPU Benchmark (#5152) --- benchmark/README.md | 50 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 50 insertions(+) diff --git a/benchmark/README.md b/benchmark/README.md index 451d229cee2..9d81fbb44fb 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -1716,6 +1716,56 @@ cooling_down = 1 vision_transformer min = 1267.90 max = 1269.45 avg = 1268.82 FastestDet min = 7.79 max = 11.14 avg = 9.03 +``` +### Raspberry Pi 5 Broadcom BCM2712, VideoCore VII Graphics (Vulkan 1.2) +``` +fan@raspberrypi:~/ncnn/benchmark $ ../build/benchmark/benchncnn 10 $(nproc) 0 0 1 +[0 V3D 7.1.7] queueC=0[1] queueG=0[1] queueT=0[1] +[0 V3D 7.1.7] bugsbn1=0 bugbilz=0 bugcopc=0 bugihfa=0 +[0 V3D 7.1.7] fp16-p/s/a=1/1/0 int8-p/s/a=1/1/0 +[0 V3D 7.1.7] subgroup=16 basic/vote/ballot/shuffle=1/0/0/0 +[0 V3D 7.1.7] fp16-matrix-16_8_8/16_8_16/16_16_16=0/0/0 +loop_count = 10 +num_threads = 4 +powersave = 0 +gpu_device = 0 +cooling_down = 1 + squeezenet min = 224.20 max = 226.18 avg = 224.66 + squeezenet_int8 min = 12.79 max = 13.24 avg = 12.94 + mobilenet min = 294.97 max = 297.02 avg = 295.57 + mobilenet_int8 min = 14.05 max = 14.34 avg = 14.16 + mobilenet_v2 min = 220.44 max = 222.24 avg = 221.17 + mobilenet_v3 min = 211.39 max = 213.59 avg = 212.23 + shufflenet min = 125.44 max = 127.84 avg = 125.97 + shufflenet_v2 min = 183.81 max = 185.89 avg = 184.38 + mnasnet min = 215.56 max = 216.97 avg = 216.02 + proxylessnasnet min = 225.15 max = 227.02 avg = 225.53 + efficientnet_b0 min = 350.26 max = 353.84 avg = 351.55 + efficientnetv2_b0 min = 509.23 max = 539.17 avg = 519.78 + regnety_400m min = 267.60 max = 270.70 avg = 268.60 + blazeface min = 53.74 max = 55.76 avg = 54.52 + googlenet min = 638.17 max = 639.74 avg = 638.86 + googlenet_int8 min = 44.43 max = 61.79 avg = 46.48 + resnet18 min = 647.37 max = 648.07 avg = 647.65 + resnet18_int8 min = 29.61 max = 29.77 avg = 29.72 + alexnet min = 336.39 max = 336.91 avg = 336.62 + vgg16 min = 3274.05 max = 3275.01 avg = 3274.65 + vgg16_int8 min = 191.95 max = 221.38 avg = 195.41 + resnet50 min = 1541.65 max = 1542.58 avg = 1542.12 + resnet50_int8 min = 69.78 max = 70.24 avg = 70.06 + squeezenet_ssd min = 865.00 max = 867.67 avg = 866.11 + squeezenet_ssd_int8 min = 44.47 max = 45.35 avg = 45.04 + mobilenet_ssd min = 694.70 max = 695.98 avg = 695.32 + mobilenet_ssd_int8 min = 34.68 max = 35.00 avg = 34.85 + mobilenet_yolo min = 1370.65 max = 1371.72 avg = 1371.10 + mobilenetv2_yolov3 min = 709.19 max = 710.20 avg = 709.77 + yolov4-tiny min = 1252.21 max = 1254.74 avg = 1253.21 + nanodet_m min = 386.07 max = 394.15 avg = 388.44 + yolo-fastest-1.1 min = 198.91 max = 201.47 avg = 199.65 + yolo-fastestv2 min = 160.31 max = 161.62 avg = 160.94 + vision_transformer min = 39459.67 max = 39464.06 avg = 39461.08 + FastestDet min = 167.67 max = 169.26 avg = 168.39 + ``` ### Raspberry Pi Zero 2 W Broadcom BCM2710A1, Cortex-A53 (ARMv8) (1.0GHz x 4)