Geekbench ML Score

465
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 11 2024 12:30 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi M2102J20SG
Model IDXiaomi M2102J20SG
Motherboard msmnile
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.96 GHz
Memory Information
Size 5.35 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 226
42.2 IPS
 
Image Classification (F16)
100% 385
72.1 IPS
 
Image Classification (I8)
97% 389
72.9 IPS
 
Image Segmentation (F32)
100% 301
5.03 IPS
 
Image Segmentation (F16)
100% 585
9.77 IPS
 
Image Segmentation (I8)
98% 574
9.59 IPS
 
Pose Estimation (F32)
100% 436
0.53 IPS
 
Pose Estimation (F16)
100% 454
0.55 IPS
 
Pose Estimation (I8)
100% 446
0.54 IPS
 
Object Detection (F32)
100% 188
14.0 IPS
 
Object Detection (F16)
100% 237
17.7 IPS
 
Object Detection (I8)
62% 264
19.7 IPS
 
Face Detection (F32)
100% 555
6.60 IPS
 
Face Detection (F16)
97% 1157
13.8 IPS
 
Face Detection (I8)
87% 1212
14.4 IPS
 
Depth Estimation (F32)
100% 508
3.94 IPS
 
Depth Estimation (F16)
100% 1021
7.92 IPS
 
Depth Estimation (I8)
95% 1014
7.86 IPS
 
Style Transfer (F32)
100% 1033
1.36 IPS
 
Style Transfer (F16)
100% 2588
3.40 IPS
 
Style Transfer (I8)
98% 2583
3.40 IPS
 
Image Super-Resolution (F32)
100% 284
10.1 IPS
 
Image Super-Resolution (F16)
100% 618
22.1 IPS
 
Image Super-Resolution (I8)
98% 614
21.9 IPS
 
Text Classification (F32)
100% 123
177.1 IPS
 
Text Classification (F16)
100% 124
178.1 IPS
 
Text Classification (I8)
92% 198
284.9 IPS
 
Machine Translation (F32)
100% 318
5.85 IPS
 
Machine Translation (F16)
100% 323
5.95 IPS
 
Machine Translation (I8)
64% 334
6.14 IPS
 

Compare

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