Geekbench ML Score

1276
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 04 2024 07:46 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 23117RK66C
Model IDXiaomi 23117RK66C
Motherboard manet
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 @ 3.30 GHz
Memory Information
Size 14.85 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 631
118.0 IPS
 
Image Classification (F16)
100% 620
116.1 IPS
 
Image Classification (I8)
97% 1078
201.8 IPS
 
Image Segmentation (F32)
100% 825
13.8 IPS
 
Image Segmentation (F16)
100% 788
13.2 IPS
 
Image Segmentation (I8)
98% 933
15.6 IPS
 
Pose Estimation (F32)
100% 1378
1.67 IPS
 
Pose Estimation (F16)
100% 1394
1.69 IPS
 
Pose Estimation (I8)
100% 5728
6.94 IPS
 
Object Detection (F32)
100% 642
47.9 IPS
 
Object Detection (F16)
100% 650
48.5 IPS
 
Object Detection (I8)
61% 1416
105.7 IPS
 
Face Detection (F32)
100% 1431
17.0 IPS
 
Face Detection (F16)
100% 1444
17.2 IPS
 
Face Detection (I8)
86% 2537
30.2 IPS
 
Depth Estimation (F32)
100% 1403
10.9 IPS
 
Depth Estimation (F16)
100% 1400
10.9 IPS
 
Depth Estimation (I8)
95% 2551
19.8 IPS
 
Style Transfer (F32)
100% 2465
3.24 IPS
 
Style Transfer (F16)
100% 2511
3.30 IPS
 
Style Transfer (I8)
98% 5649
7.43 IPS
 
Image Super-Resolution (F32)
100% 975
34.8 IPS
 
Image Super-Resolution (F16)
100% 998
35.6 IPS
 
Image Super-Resolution (I8)
98% 2658
94.9 IPS
 
Text Classification (F32)
100% 756
1.09 KIPS
 
Text Classification (F16)
100% 754
1.08 KIPS
 
Text Classification (I8)
92% 495
711.0 IPS
 
Machine Translation (F32)
100% 1624
29.9 IPS
 
Machine Translation (F16)
100% 1517
27.9 IPS
 
Machine Translation (I8)
64% 551
10.1 IPS
 

Compare

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