From 97b43944e52f43ba72098d663acccfe9c8ba5509 Mon Sep 17 00:00:00 2001 From: German Novikov Date: Wed, 13 May 2020 12:17:35 +0300 Subject: [PATCH] added raspberry pi 4B benchmark (#1758) --- benchmark/README.md | 34 ++++++++++++++++++++++++++++++++++ 1 file changed, 34 insertions(+) diff --git a/benchmark/README.md b/benchmark/README.md index 6932745a2..7ef1db533 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -445,6 +445,40 @@ powersave = 0 mobilenet-yolo min = 638.73 max = 641.27 avg = 639.87 ``` +Raspberry Pi 4 Model B Broadcom BCM2711B0, Cortex-A72 (ARMv8) (1.5GHz x 4 ) +``` +pi@raspberrypi:~ $ ./benchncnn 8 4 0 +loop_count = 8 +num_threads = 4 +powersave = 0 +gpu_device = -1 +cooling_down = 1 + squeezenet min = 57.47 max = 59.73 avg = 58.73 + squeezenet_int8 min = 77.41 max = 80.01 avg = 78.72 + mobilenet min = 85.06 max = 86.67 avg = 86.01 + mobilenet_int8 min = 163.69 max = 185.67 avg = 168.48 + mobilenet_v2 min = 74.13 max = 76.76 avg = 75.84 + mobilenet_v3 min = 60.93 max = 61.46 avg = 61.25 + shufflenet min = 37.62 max = 38.46 avg = 37.98 + shufflenet_v2 min = 33.00 max = 34.21 avg = 33.38 + mnasnet min = 64.39 max = 65.01 avg = 64.64 + proxylessnasnet min = 65.71 max = 66.71 avg = 66.06 + googlenet min = 175.82 max = 176.69 avg = 176.24 + googlenet_int8 min = 187.11 max = 188.97 avg = 187.99 + resnet18 min = 233.36 max = 234.39 avg = 233.89 + resnet18_int8 min = 156.72 max = 173.10 avg = 159.56 + alexnet min = 180.48 max = 197.66 avg = 183.05 + vgg16 min = 969.88 max = 1007.31 avg = 988.65 + vgg16_int8 min = 1206.02 max = 1258.90 avg = 1226.27 + resnet50 min = 480.30 max = 502.61 avg = 486.97 + resnet50_int8 min = 412.35 max = 465.48 avg = 421.58 + squeezenet_ssd min = 183.15 max = 221.97 avg = 190.40 + squeezenet_ssd_int8 min = 233.73 max = 250.71 avg = 238.20 + mobilenet_ssd min = 176.45 max = 197.79 avg = 180.52 + mobilenet_ssd_int8 min = 259.11 max = 272.16 avg = 261.29 + mobilenet_yolo min = 423.25 max = 447.12 avg = 435.26 + mobilenetv2_yolov3 min = 241.08 max = 283.54 avg = 248.69 +``` Rockchip RK3399 (Cortex-A72 1.8GHz x 2 + Cortex-A53 1.5GHz x 4) ```