Geekbench ML Score

1037
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date July 22 2021 09:49 AM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPhone XR
Model IDiPhone11,8
Motherboard N841AP
CPU Information
Name Apple A12 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.49 GHz
L1 Instruction Cache128 KB x 1
L1 Data Cache128 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 2.78 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 757
81.1 IPS
 
Image Classification (F16)
100% 1315
140.9 IPS
 
Image Classification (I8)
81% 400
42.8 IPS
 
Image Segmentation (F32)
100% 3079
19.0 IPS
 
Image Segmentation (F16)
100% 4824
29.8 IPS
 
Image Segmentation (I8)
89% 713
4.41 IPS
 
Pose Estimation (F32)
100% 1204
4.87 IPS
 
Pose Estimation (F16)
100% 3433
13.9 IPS
 
Pose Estimation (I8)
80% 133
0.54 IPS
 
Object Detection (F32)
100% 1093
38.4 IPS
 
Object Detection (F16)
99% 1242
43.6 IPS
 
Object Detection (I8)
52% 256
8.99 IPS
 
Face Detection (F32)
100% 3121
35.9 IPS
 
Face Detection (F16)
97% 5134
59.0 IPS
 
Face Detection (I8)
75% 274
3.14 IPS
 
Text Classification (F32)
100% 1295
512.2 IPS
 
Text Classification (F16)
98% 897
354.8 IPS
 
Machine Translation (F32)
100% 816
125.8 IPS
 
Machine Translation (F16)
100% 601
92.6 IPS
 

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