Geekbench ML Score

550
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 12 2024 02:38 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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 249
46.6 IPS
 
Image Classification (F16)
100% 362
67.8 IPS
 
Image Classification (I8)
97% 369
69.0 IPS
 
Image Segmentation (F32)
100% 334
5.58 IPS
 
Image Segmentation (F16)
100% 622
10.4 IPS
 
Image Segmentation (I8)
98% 654
10.9 IPS
 
Pose Estimation (F32)
100% 474
0.57 IPS
 
Pose Estimation (F16)
100% 946
1.15 IPS
 
Pose Estimation (I8)
100% 943
1.14 IPS
 
Object Detection (F32)
100% 241
18.0 IPS
 
Object Detection (F16)
100% 244
18.2 IPS
 
Object Detection (I8)
62% 332
24.8 IPS
 
Face Detection (F32)
100% 633
7.53 IPS
 
Face Detection (F16)
97% 1323
15.7 IPS
 
Face Detection (I8)
87% 1281
15.2 IPS
 
Depth Estimation (F32)
100% 575
4.46 IPS
 
Depth Estimation (F16)
100% 1122
8.70 IPS
 
Depth Estimation (I8)
95% 1127
8.74 IPS
 
Style Transfer (F32)
100% 1077
1.42 IPS
 
Style Transfer (F16)
100% 2680
3.53 IPS
 
Style Transfer (I8)
98% 2867
3.77 IPS
 
Image Super-Resolution (F32)
100% 292
10.4 IPS
 
Image Super-Resolution (F16)
100% 657
23.4 IPS
 
Image Super-Resolution (I8)
98% 650
23.2 IPS
 
Text Classification (F32)
100% 191
275.2 IPS
 
Text Classification (F16)
100% 190
272.4 IPS
 
Text Classification (I8)
92% 349
500.9 IPS
 
Machine Translation (F32)
100% 325
5.98 IPS
 
Machine Translation (F16)
100% 328
6.04 IPS
 
Machine Translation (I8)
64% 419
7.72 IPS
 

Compare

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