Geekbench ML Score

501
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date June 29 2024 04:04 AM
Views 2

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22 Ultra
Model IDsamsung SM-S908E
Motherboard taro
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.50 GHz
Cluster 31 Core @ 3.00 GHz
Memory Information
Size 7.06 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 220
41.3 IPS
 
Image Classification (F16)
100% 224
41.9 IPS
 
Image Classification (I8)
97% 360
67.4 IPS
 
Image Segmentation (F32)
100% 325
5.42 IPS
 
Image Segmentation (F16)
100% 312
5.21 IPS
 
Image Segmentation (I8)
98% 403
6.72 IPS
 
Pose Estimation (F32)
100% 616
0.75 IPS
 
Pose Estimation (F16)
100% 577
0.70 IPS
 
Pose Estimation (I8)
100% 2159
2.61 IPS
 
Object Detection (F32)
100% 235
17.6 IPS
 
Object Detection (F16)
100% 264
19.7 IPS
 
Object Detection (I8)
61% 465
34.7 IPS
 
Face Detection (F32)
100% 566
6.73 IPS
 
Face Detection (F16)
100% 571
6.78 IPS
 
Face Detection (I8)
86% 958
11.4 IPS
 
Depth Estimation (F32)
100% 569
4.42 IPS
 
Depth Estimation (F16)
100% 561
4.35 IPS
 
Depth Estimation (I8)
95% 1144
8.87 IPS
 
Style Transfer (F32)
100% 1096
1.44 IPS
 
Style Transfer (F16)
100% 1104
1.45 IPS
 
Style Transfer (I8)
98% 2291
3.01 IPS
 
Image Super-Resolution (F32)
100% 356
12.7 IPS
 
Image Super-Resolution (F16)
100% 365
13.0 IPS
 
Image Super-Resolution (I8)
98% 918
32.8 IPS
 
Text Classification (F32)
100% 331
475.7 IPS
 
Text Classification (F16)
100% 307
440.8 IPS
 
Text Classification (I8)
92% 226
324.7 IPS
 
Machine Translation (F32)
100% 561
10.3 IPS
 
Machine Translation (F16)
100% 488
8.98 IPS
 
Machine Translation (I8)
64% 271
5.00 IPS
 

Compare

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