Geekbench ML Score

375
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date December 21 2024 11:32 AM
Views 2

System Information

System Information
Operating System Android 13
Model samsung SM-A716V
Model IDsamsung SM-A716V
Motherboard lito
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 15 part 2052 revision 14
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 21 Core @ 2.21 GHz
Cluster 31 Core @ 2.40 GHz
Memory Information
Size 7.24 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 210
39.2 IPS
 
Image Classification (F16)
100% 203
38.0 IPS
 
Image Classification (I8)
97% 449
84.0 IPS
 
Image Segmentation (F32)
100% 295
4.93 IPS
 
Image Segmentation (F16)
100% 297
4.96 IPS
 
Image Segmentation (I8)
98% 371
6.19 IPS
 
Pose Estimation (F32)
100% 429
0.52 IPS
 
Pose Estimation (F16)
100% 421
0.51 IPS
 
Pose Estimation (I8)
100% 1970
2.39 IPS
 
Object Detection (F32)
100% 225
16.8 IPS
 
Object Detection (F16)
100% 227
17.0 IPS
 
Object Detection (I8)
61% 396
29.6 IPS
 
Face Detection (F32)
100% 328
3.90 IPS
 
Face Detection (F16)
100% 333
3.96 IPS
 
Face Detection (I8)
86% 621
7.39 IPS
 
Depth Estimation (F32)
100% 335
2.60 IPS
 
Depth Estimation (F16)
100% 341
2.64 IPS
 
Depth Estimation (I8)
95% 658
5.10 IPS
 
Style Transfer (F32)
100% 544
0.72 IPS
 
Style Transfer (F16)
100% 542
0.71 IPS
 
Style Transfer (I8)
98% 1830
2.41 IPS
 
Image Super-Resolution (F32)
100% 231
8.26 IPS
 
Image Super-Resolution (F16)
100% 233
8.33 IPS
 
Image Super-Resolution (I8)
98% 861
30.8 IPS
 
Text Classification (F32)
100% 256
368.1 IPS
 
Text Classification (F16)
100% 229
329.8 IPS
 
Text Classification (I8)
92% 192
275.3 IPS
 
Machine Translation (F32)
100% 488
8.97 IPS
 
Machine Translation (F16)
100% 233
4.28 IPS
 
Machine Translation (I8)
64% 237
4.37 IPS
 

Compare

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