Geekbench ML Score

391
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 08:10 PM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-F741B
Model IDsamsung SM-F741B
Motherboard pineapple
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 2.26 GHz
Cluster 12 Cores @ 2.27 GHz
Cluster 22 Cores @ 2.96 GHz
Cluster 33 Cores @ 3.15 GHz
Cluster 41 Core @ 3.40 GHz
Memory Information
Size 10.86 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 309
57.8 IPS
 
Image Classification (F16)
100% 298
55.8 IPS
 
Image Classification (I8)
97% 783
146.5 IPS
 
Image Segmentation (F32)
100% 367
6.13 IPS
 
Image Segmentation (F16)
100% 329
5.49 IPS
 
Image Segmentation (I8)
98% 562
9.39 IPS
 
Pose Estimation (F32)
100% 398
0.48 IPS
 
Pose Estimation (F16)
100% 370
0.45 IPS
 
Pose Estimation (I8)
100% 1067
1.29 IPS
 
Object Detection (F32)
100% 166
12.4 IPS
 
Object Detection (F16)
100% 164
12.3 IPS
 
Object Detection (I8)
61% 419
31.3 IPS
 
Face Detection (F32)
100% 390
4.64 IPS
 
Face Detection (F16)
100% 388
4.61 IPS
 
Face Detection (I8)
86% 848
10.1 IPS
 
Depth Estimation (F32)
100% 340
2.64 IPS
 
Depth Estimation (F16)
100% 341
2.65 IPS
 
Depth Estimation (I8)
95% 878
6.81 IPS
 
Style Transfer (F32)
100% 551
0.72 IPS
 
Style Transfer (F16)
100% 552
0.73 IPS
 
Style Transfer (I8)
98% 1311
1.72 IPS
 
Image Super-Resolution (F32)
100% 183
6.53 IPS
 
Image Super-Resolution (F16)
100% 182
6.51 IPS
 
Image Super-Resolution (I8)
98% 599
21.4 IPS
 
Text Classification (F32)
100% 200
287.6 IPS
 
Text Classification (F16)
100% 200
288.1 IPS
 
Text Classification (I8)
92% 325
466.9 IPS
 
Machine Translation (F32)
100% 362
6.67 IPS
 
Machine Translation (F16)
100% 366
6.74 IPS
 
Machine Translation (I8)
64% 395
7.26 IPS
 

Compare

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