Geekbench ML Score

422
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 07 2024 08:58 PM
Views 1

System Information

System Information
Operating System Android 12
Model samsung SM-G975F
Model IDsamsung SM-G975F
Motherboard exynos9820
Governorschedutil
CPU Information
Name ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 83 architecture 8 variant 1 part 3 revision 0
Base Frequency 1.95 GHz
Cluster 14 Cores @ 1.95 GHz
Cluster 22 Cores @ 2.31 GHz
Cluster 32 Cores @ 2.73 GHz
Memory Information
Size 7.25 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 279
52.3 IPS
 
Image Classification (F16)
100% 384
71.9 IPS
 
Image Classification (I8)
97% 356
66.6 IPS
 
Image Segmentation (F32)
100% 290
4.85 IPS
 
Image Segmentation (F16)
100% 369
6.17 IPS
 
Image Segmentation (I8)
98% 489
8.16 IPS
 
Pose Estimation (F32)
100% 181
0.22 IPS
 
Pose Estimation (F16)
100% 253
0.31 IPS
 
Pose Estimation (I8)
100% 253
0.31 IPS
 
Object Detection (F32)
100% 218
16.3 IPS
 
Object Detection (F16)
100% 281
21.0 IPS
 
Object Detection (I8)
62% 281
21.0 IPS
 
Face Detection (F32)
100% 918
10.9 IPS
 
Face Detection (F16)
98% 1215
14.4 IPS
 
Face Detection (I8)
86% 1238
14.7 IPS
 
Depth Estimation (F32)
100% 466
3.61 IPS
 
Depth Estimation (F16)
100% 641
4.97 IPS
 
Depth Estimation (I8)
95% 534
4.14 IPS
 
Style Transfer (F32)
100% 886
1.17 IPS
 
Style Transfer (F16)
100% 1416
1.86 IPS
 
Style Transfer (I8)
98% 1412
1.86 IPS
 
Image Super-Resolution (F32)
100% 269
9.61 IPS
 
Image Super-Resolution (F16)
100% 363
12.9 IPS
 
Image Super-Resolution (I8)
98% 360
12.9 IPS
 
Text Classification (F32)
100% 220
316.8 IPS
 
Text Classification (F16)
100% 221
318.0 IPS
 
Text Classification (I8)
92% 359
516.5 IPS
 
Machine Translation (F32)
100% 389
7.17 IPS
 
Machine Translation (F16)
100% 378
6.96 IPS
 
Machine Translation (I8)
64% 416
7.65 IPS
 

Compare

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