Geekbench ML Score

526
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date February 23 2024 01:18 AM
Views 1

System Information

System Information
Operating System Android 12
Model Samsung Galaxy Note10+ 5G
Model IDsamsung SM-N976V
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 @ 2.84 GHz
Memory Information
Size 11.09 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 257
48.0 IPS
 
Image Classification (F16)
100% 245
45.8 IPS
 
Image Classification (I8)
97% 515
96.3 IPS
 
Image Segmentation (F32)
100% 339
5.67 IPS
 
Image Segmentation (F16)
100% 340
5.68 IPS
 
Image Segmentation (I8)
98% 397
6.63 IPS
 
Pose Estimation (F32)
100% 540
0.65 IPS
 
Pose Estimation (F16)
100% 535
0.65 IPS
 
Pose Estimation (I8)
100% 2538
3.07 IPS
 
Object Detection (F32)
100% 274
20.5 IPS
 
Object Detection (F16)
100% 271
20.2 IPS
 
Object Detection (I8)
61% 722
53.9 IPS
 
Face Detection (F32)
100% 561
6.67 IPS
 
Face Detection (F16)
100% 565
6.71 IPS
 
Face Detection (I8)
86% 1175
14.0 IPS
 
Depth Estimation (F32)
100% 529
4.11 IPS
 
Depth Estimation (F16)
100% 531
4.12 IPS
 
Depth Estimation (I8)
95% 1321
10.2 IPS
 
Style Transfer (F32)
100% 881
1.16 IPS
 
Style Transfer (F16)
100% 897
1.18 IPS
 
Style Transfer (I8)
98% 2390
3.14 IPS
 
Image Super-Resolution (F32)
100% 330
11.8 IPS
 
Image Super-Resolution (F16)
100% 321
11.5 IPS
 
Image Super-Resolution (I8)
98% 1201
42.9 IPS
 
Text Classification (F32)
100% 317
455.4 IPS
 
Text Classification (F16)
100% 277
398.3 IPS
 
Text Classification (I8)
92% 300
431.0 IPS
 
Machine Translation (F32)
100% 597
11.0 IPS
 
Machine Translation (F16)
100% 576
10.6 IPS
 
Machine Translation (I8)
64% 246
4.52 IPS
 

Compare

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