Upload Date | November 01 2024 03:35 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,1 |
Motherboard | D10AP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.95 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
564
60.5 IPS |
|
Image Classification (F16)
|
100% |
576
61.8 IPS |
|
Image Classification (I8)
|
81% |
125
13.4 IPS |
|
Image Segmentation (F32)
|
100% |
1526
9.43 IPS |
|
Image Segmentation (F16)
|
100% |
2521
15.6 IPS |
|
Image Segmentation (I8)
|
89% |
206
1.27 IPS |
|
Pose Estimation (F32)
|
100% |
643
2.60 IPS |
|
Pose Estimation (F16)
|
100% |
1211
4.90 IPS |
|
Pose Estimation (I8)
|
80% |
45
0.18 IPS |
|
Object Detection (F32)
|
100% |
672
23.6 IPS |
|
Object Detection (F16)
|
100% |
707
24.8 IPS |
|
Object Detection (I8)
|
52% |
162
5.68 IPS |
|
Face Detection (F32)
|
100% |
1457
16.7 IPS |
|
Face Detection (F16)
|
97% |
2619
30.1 IPS |
|
Face Detection (I8)
|
75% |
135
1.56 IPS |
|
Text Classification (F32)
|
100% |
391
154.8 IPS |
|
Text Classification (F16)
|
98% |
518
204.8 IPS |
|
Machine Translation (F32)
|
100% |
212
32.7 IPS |
|
Machine Translation (F16)
|
100% |
235
36.3 IPS |