Geekbench ML Score

555
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User saiht
Upload Date July 25 2024 01:08 PM
Views 3

System Information

System Information
Operating System Android 13
Model Samsung Galaxy Note20 5G
Model IDsamsung SM-N981N
Motherboard kona
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 @ 3.09 GHz
Memory Information
Size 7.47 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 192
35.9 IPS
 
Image Classification (F16)
100% 273
51.2 IPS
 
Image Classification (I8)
97% 281
52.5 IPS
 
Image Segmentation (F32)
100% 260
4.35 IPS
 
Image Segmentation (F16)
100% 570
9.52 IPS
 
Image Segmentation (I8)
98% 518
8.65 IPS
 
Pose Estimation (F32)
100% 541
0.66 IPS
 
Pose Estimation (F16)
100% 1076
1.30 IPS
 
Pose Estimation (I8)
100% 1075
1.30 IPS
 
Object Detection (F32)
100% 240
17.9 IPS
 
Object Detection (F16)
100% 258
19.3 IPS
 
Object Detection (I8)
62% 228
17.0 IPS
 
Face Detection (F32)
100% 750
8.92 IPS
 
Face Detection (F16)
97% 1507
17.9 IPS
 
Face Detection (I8)
87% 1522
18.1 IPS
 
Depth Estimation (F32)
100% 662
5.13 IPS
 
Depth Estimation (F16)
100% 1255
9.73 IPS
 
Depth Estimation (I8)
95% 1254
9.72 IPS
 
Style Transfer (F32)
100% 1221
1.61 IPS
 
Style Transfer (F16)
100% 2876
3.78 IPS
 
Style Transfer (I8)
98% 3125
4.11 IPS
 
Image Super-Resolution (F32)
100% 289
10.3 IPS
 
Image Super-Resolution (F16)
100% 449
16.0 IPS
 
Image Super-Resolution (I8)
98% 687
24.5 IPS
 
Text Classification (F32)
100% 224
322.4 IPS
 
Text Classification (F16)
100% 224
322.6 IPS
 
Text Classification (I8)
92% 393
564.3 IPS
 
Machine Translation (F32)
100% 367
6.76 IPS
 
Machine Translation (F16)
100% 370
6.80 IPS
 
Machine Translation (I8)
64% 474
8.72 IPS
 

Compare

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