Geekbench ML Score

1764
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 19 2024 03:26 PM
Views 1

System Information

System Information
Operating System Android 15
Model Xiaomi 24129PN74C
Model IDXiaomi 24129PN74C
Motherboard sun
Governorwalt
CPU Information
Name Qualcomm ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 3 part 1 revision 4
Base Frequency 3.53 GHz
Cluster 16 Cores @ 3.53 GHz
Cluster 22 Cores @ 4.32 GHz
Memory Information
Size 10.86 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 912
170.7 IPS
 
Image Classification (F16)
100% 942
176.4 IPS
 
Image Classification (I8)
97% 1271
237.9 IPS
 
Image Segmentation (F32)
100% 1353
22.6 IPS
 
Image Segmentation (F16)
100% 1366
22.8 IPS
 
Image Segmentation (I8)
98% 1482
24.7 IPS
 
Pose Estimation (F32)
100% 2033
2.46 IPS
 
Pose Estimation (F16)
100% 2039
2.47 IPS
 
Pose Estimation (I8)
100% 7714
9.34 IPS
 
Object Detection (F32)
100% 1040
77.6 IPS
 
Object Detection (F16)
100% 1013
75.6 IPS
 
Object Detection (I8)
61% 1784
133.2 IPS
 
Face Detection (F32)
100% 2343
27.9 IPS
 
Face Detection (F16)
100% 2092
24.9 IPS
 
Face Detection (I8)
86% 3070
36.5 IPS
 
Depth Estimation (F32)
100% 2101
16.3 IPS
 
Depth Estimation (F16)
100% 2139
16.6 IPS
 
Depth Estimation (I8)
95% 3917
30.4 IPS
 
Style Transfer (F32)
100% 3302
4.34 IPS
 
Style Transfer (F16)
100% 3290
4.33 IPS
 
Style Transfer (I8)
98% 8400
11.0 IPS
 
Image Super-Resolution (F32)
100% 1126
40.2 IPS
 
Image Super-Resolution (F16)
100% 1153
41.2 IPS
 
Image Super-Resolution (I8)
98% 3312
118.3 IPS
 
Text Classification (F32)
100% 875
1.26 KIPS
 
Text Classification (F16)
100% 882
1.27 KIPS
 
Text Classification (I8)
92% 591
849.3 IPS
 
Machine Translation (F32)
100% 1919
35.3 IPS
 
Machine Translation (F16)
100% 1875
34.5 IPS
 
Machine Translation (I8)
64% 816
15.0 IPS
 

Compare

Set Baseline Geekbench 6 now available