Geekbench ML Score

2092
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 08 2024 12:09 PM
Views 1

System Information

System Information
Operating System Android 14
Model Google Pixel 7 Pro
Model IDGoogle Pixel 7 Pro
Motherboard cheetah
Governorsched_pixel
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.35 GHz
Cluster 32 Cores @ 2.85 GHz
Memory Information
Size 11.20 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 223
41.8 IPS
 
Image Classification (F16)
100% 5593
1.05 KIPS
 
Image Classification (I8)
99% 8933
1.67 KIPS
 
Image Segmentation (F32)
100% 283
4.73 IPS
 
Image Segmentation (F16)
100% 5383
89.9 IPS
 
Image Segmentation (I8)
98% 9416
157.3 IPS
 
Pose Estimation (F32)
100% 369
0.45 IPS
 
Pose Estimation (F16)
100% 20149
24.4 IPS
 
Pose Estimation (I8)
100% 37341
45.2 IPS
 
Object Detection (F32)
100% 231
17.2 IPS
 
Object Detection (F16)
100% 3202
239.0 IPS
 
Object Detection (I8)
65% 3876
289.4 IPS
 
Face Detection (F32)
100% 525
6.24 IPS
 
Face Detection (F16)
100% 518
6.16 IPS
 
Face Detection (I8)
87% 31587
375.6 IPS
 
Depth Estimation (F32)
100% 456
3.54 IPS
 
Depth Estimation (F16)
100% 23234
180.2 IPS
 
Depth Estimation (I8)
94% 39919
309.6 IPS
 
Style Transfer (F32)
100% 725
0.95 IPS
 
Style Transfer (F16)
100% 1683
2.21 IPS
 
Style Transfer (I8)
28% 3243
4.27 IPS
 
Image Super-Resolution (F32)
100% 241
8.61 IPS
 
Image Super-Resolution (F16)
100% 4547
162.4 IPS
 
Image Super-Resolution (I8)
98% 15016
536.3 IPS
 
Text Classification (F32)
100% 310
445.4 IPS
 
Text Classification (F16)
100% 1807
2.60 KIPS
 
Text Classification (I8)
94% 2265
3.25 KIPS
 
Machine Translation (F32)
100% 498
9.17 IPS
 
Machine Translation (F16)
100% 489
9.01 IPS
 
Machine Translation (I8)
64% 449
8.27 IPS
 

Compare

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