Geekbench ML Score

511
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 21 2024 04:42 PM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 23043RP34G
Model IDXiaomi 23043RP34G
Motherboard pipa
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 7.43 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 226
42.4 IPS
 
Image Classification (F16)
100% 330
61.8 IPS
 
Image Classification (I8)
97% 333
62.3 IPS
 
Image Segmentation (F32)
100% 289
4.83 IPS
 
Image Segmentation (F16)
100% 569
9.51 IPS
 
Image Segmentation (I8)
98% 564
9.42 IPS
 
Pose Estimation (F32)
100% 422
0.51 IPS
 
Pose Estimation (F16)
100% 840
1.02 IPS
 
Pose Estimation (I8)
100% 837
1.01 IPS
 
Object Detection (F32)
100% 177
13.2 IPS
 
Object Detection (F16)
100% 325
24.3 IPS
 
Object Detection (I8)
62% 226
16.9 IPS
 
Face Detection (F32)
100% 540
6.42 IPS
 
Face Detection (F16)
97% 1060
12.6 IPS
 
Face Detection (I8)
87% 1074
12.8 IPS
 
Depth Estimation (F32)
100% 509
3.95 IPS
 
Depth Estimation (F16)
100% 952
7.38 IPS
 
Depth Estimation (I8)
95% 956
7.41 IPS
 
Style Transfer (F32)
100% 965
1.27 IPS
 
Style Transfer (F16)
100% 2420
3.18 IPS
 
Style Transfer (I8)
98% 2450
3.22 IPS
 
Image Super-Resolution (F32)
100% 245
8.74 IPS
 
Image Super-Resolution (F16)
100% 594
21.2 IPS
 
Image Super-Resolution (I8)
98% 588
21.0 IPS
 
Text Classification (F32)
100% 233
334.2 IPS
 
Text Classification (F16)
100% 235
337.9 IPS
 
Text Classification (I8)
92% 405
582.7 IPS
 
Machine Translation (F32)
100% 381
7.01 IPS
 
Machine Translation (F16)
100% 386
7.10 IPS
 
Machine Translation (I8)
64% 450
8.28 IPS
 

Compare

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