Geekbench ML Score

473
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 06 2024 10:37 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S21 5G
Model IDsamsung SM-G991B
Motherboard exynos2100
Governorenergy_step
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 2.21 GHz
Cluster 14 Cores @ 2.21 GHz
Cluster 23 Cores @ 2.81 GHz
Cluster 31 Core @ 2.91 GHz
Memory Information
Size 7.03 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 305
57.1 IPS
 
Image Classification (F16)
100% 302
56.5 IPS
 
Image Classification (I8)
97% 640
119.7 IPS
 
Image Segmentation (F32)
100% 360
6.02 IPS
 
Image Segmentation (F16)
100% 315
5.25 IPS
 
Image Segmentation (I8)
98% 318
5.31 IPS
 
Pose Estimation (F32)
100% 591
0.72 IPS
 
Pose Estimation (F16)
100% 579
0.70 IPS
 
Pose Estimation (I8)
100% 2635
3.19 IPS
 
Object Detection (F32)
100% 238
17.7 IPS
 
Object Detection (F16)
100% 268
20.0 IPS
 
Object Detection (I8)
61% 253
18.9 IPS
 
Face Detection (F32)
100% 350
4.17 IPS
 
Face Detection (F16)
100% 336
3.99 IPS
 
Face Detection (I8)
86% 1411
16.8 IPS
 
Depth Estimation (F32)
100% 573
4.44 IPS
 
Depth Estimation (F16)
100% 410
3.18 IPS
 
Depth Estimation (I8)
95% 882
6.84 IPS
 
Style Transfer (F32)
100% 1117
1.47 IPS
 
Style Transfer (F16)
100% 1071
1.41 IPS
 
Style Transfer (I8)
98% 2240
2.95 IPS
 
Image Super-Resolution (F32)
100% 365
13.0 IPS
 
Image Super-Resolution (F16)
100% 350
12.5 IPS
 
Image Super-Resolution (I8)
98% 847
30.3 IPS
 
Text Classification (F32)
100% 362
521.0 IPS
 
Text Classification (F16)
100% 383
549.8 IPS
 
Text Classification (I8)
92% 308
442.6 IPS
 
Machine Translation (F32)
100% 493
9.07 IPS
 
Machine Translation (F16)
100% 445
8.18 IPS
 
Machine Translation (I8)
64% 63
1.16 IPS
 

Compare

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