DJW cdece0b32a 第一次提交 | 9 tháng trước cách đây | |
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README.md | 9 tháng trước cách đây | |
README_CN.md | 9 tháng trước cách đây |
English | 简体中文
Community users are welcome to contribute to this project directory by performing inference speed tests on different hardware devices.
Currently tested:
Config | Input Size | AP (COCO) | Params(M) | FLOPS(G) | |||
---|---|---|---|---|---|---|---|
RTMPose-t | 256x192 | 68.5 | 3.34 | 0.36 | |||
RTMPose-s | 256x192 | 72.2 | 5.47 | 0.68 | |||
RTMPose-m | 256x192 | 75.8 | 13.59 | 1.93 | |||
RTMPose-l | 256x192 | 76.5 | 27.66 | 4.16 | |||
RTMPose-m | 384x288 | 77.0 | 13.72 | 4.33 | |||
RTMPose-l | 384x288 | 77.3 | 27.79 | 9.35 |
Config | Input Size | ORT (i7-11700) | TRT-FP16 (GTX 1660Ti) | TRT-FP16 (RTX 3090) | ncnn-FP16 (Snapdragon 865) | TRT-FP16 (Jetson AGX Orin) | TRT-FP16 (Jetson Orin NX) |
---|---|---|---|---|---|---|---|
RTMPose-t | 256x192 | 3.20 | 1.06 | 0.98 | 9.02 | 1.63 | 1.97 |
RTMPose-s | 256x192 | 4.48 | 1.39 | 1.12 | 13.89 | 1.85 | 2.18 |
RTMPose-m | 256x192 | 11.06 | 2.29 | 1.18 | 26.44 | 2.72 | 3.35 |
RTMPose-l | 256x192 | 18.85 | 3.46 | 1.37 | 45.37 | 3.67 | 4.78 |
RTMPose-m | 384x288 | 24.78 | 3.66 | 1.20 | 26.44 | 3.45 | 5.08 |
RTMPose-l | 384x288 | - | 6.05 | 1.74 | - | 4.93 | 7.23 |
Config | Input Size | Whole AP | Whole AR | FLOPS(G) |
---|---|---|---|---|
RTMPose-m | 256x192 | 60.4 | 66.7 | 2.22 |
RTMPose-l | 256x192 | 63.2 | 69.4 | 4.52 |
RTMPose-l | 384x288 | 67.0 | 72.3 | 10.07 |
|
.Config | Input Size | ORT (i7-11700) | TRT-FP16 (GTX 1660Ti) | TRT-FP16 (RTX 3090) | TRT-FP16 (Jetson AGX Orin) | TRT-FP16 (Jetson Orin NX) |
---|---|---|---|---|---|---|
RTMPose-m | 256x192 | 13.50 | 4.00 | 1.17 | 1.84 | 2.79 | 3.51 |
RTMPose-l | 256x192 | 23.41 | 5.67 | 1.44 | 2.61 | 3.80 | 4.95 |
RTMPose-l | 384x288 | 44.58 | 7.68 | 1.75 | 4.24 | 5.08 | 7.20 |