Geekbench ML Score

512
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 12 2024 02:32 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi Mi 10 Ultra
Model IDXiaomi M2007J1SC
Motherboard cas
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 11.32 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 248
46.4 IPS
 
Image Classification (F16)
100% 245
45.9 IPS
 
Image Classification (I8)
97% 571
106.8 IPS
 
Image Segmentation (F32)
100% 355
5.93 IPS
 
Image Segmentation (F16)
100% 355
5.92 IPS
 
Image Segmentation (I8)
98% 479
7.99 IPS
 
Pose Estimation (F32)
100% 562
0.68 IPS
 
Pose Estimation (F16)
100% 521
0.63 IPS
 
Pose Estimation (I8)
100% 2241
2.71 IPS
 
Object Detection (F32)
100% 269
20.0 IPS
 
Object Detection (F16)
100% 273
20.4 IPS
 
Object Detection (I8)
61% 755
56.4 IPS
 
Face Detection (F32)
100% 561
6.67 IPS
 
Face Detection (F16)
100% 561
6.67 IPS
 
Face Detection (I8)
86% 1190
14.1 IPS
 
Depth Estimation (F32)
100% 500
3.88 IPS
 
Depth Estimation (F16)
100% 503
3.90 IPS
 
Depth Estimation (I8)
95% 1066
8.26 IPS
 
Style Transfer (F32)
100% 796
1.05 IPS
 
Style Transfer (F16)
100% 805
1.06 IPS
 
Style Transfer (I8)
98% 2168
2.85 IPS
 
Image Super-Resolution (F32)
100% 303
10.8 IPS
 
Image Super-Resolution (F16)
100% 306
10.9 IPS
 
Image Super-Resolution (I8)
98% 1047
37.4 IPS
 
Text Classification (F32)
100% 299
429.1 IPS
 
Text Classification (F16)
100% 282
406.0 IPS
 
Text Classification (I8)
92% 267
383.7 IPS
 
Machine Translation (F32)
100% 559
10.3 IPS
 
Machine Translation (F16)
100% 590
10.9 IPS
 
Machine Translation (I8)
64% 261
4.80 IPS
 

Compare

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