Geekbench ML Score

518
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 17 2024 06:08 PM
Views 1

System Information

System Information
Operating System Android 12
Model vivo I1927
Model IDvivo I1927
Motherboard kona
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 7.47 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% 357
66.8 IPS
 
Image Classification (I8)
97% 359
67.2 IPS
 
Image Segmentation (F32)
100% 316
5.28 IPS
 
Image Segmentation (F16)
100% 639
10.7 IPS
 
Image Segmentation (I8)
98% 622
10.4 IPS
 
Pose Estimation (F32)
100% 473
0.57 IPS
 
Pose Estimation (F16)
100% 942
1.14 IPS
 
Pose Estimation (I8)
100% 940
1.14 IPS
 
Object Detection (F32)
100% 185
13.8 IPS
 
Object Detection (F16)
100% 205
15.3 IPS
 
Object Detection (I8)
62% 209
15.6 IPS
 
Face Detection (F32)
100% 584
6.94 IPS
 
Face Detection (F16)
97% 1107
13.2 IPS
 
Face Detection (I8)
87% 1147
13.6 IPS
 
Depth Estimation (F32)
100% 573
4.44 IPS
 
Depth Estimation (F16)
100% 1083
8.40 IPS
 
Depth Estimation (I8)
95% 1088
8.43 IPS
 
Style Transfer (F32)
100% 1079
1.42 IPS
 
Style Transfer (F16)
100% 2633
3.46 IPS
 
Style Transfer (I8)
98% 2629
3.46 IPS
 
Image Super-Resolution (F32)
100% 267
9.53 IPS
 
Image Super-Resolution (F16)
100% 645
23.0 IPS
 
Image Super-Resolution (I8)
98% 443
15.8 IPS
 
Text Classification (F32)
100% 210
302.2 IPS
 
Text Classification (F16)
100% 209
300.2 IPS
 
Text Classification (I8)
92% 362
519.8 IPS
 
Machine Translation (F32)
100% 349
6.43 IPS
 
Machine Translation (F16)
100% 353
6.50 IPS
 
Machine Translation (I8)
64% 383
7.06 IPS
 

Compare

Set Baseline Geekbench 6 now available