Upload Date | December 28 2024 09:58 PM |
Views | 5 |
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% |
571
61.1 IPS |
|
Image Classification (F16)
|
100% |
590
63.2 IPS |
|
Image Classification (I8)
|
81% |
313
33.5 IPS |
|
Image Segmentation (F32)
|
100% |
1538
9.50 IPS |
|
Image Segmentation (F16)
|
100% |
2569
15.9 IPS |
|
Image Segmentation (I8)
|
89% |
579
3.58 IPS |
|
Pose Estimation (F32)
|
100% |
645
2.61 IPS |
|
Pose Estimation (F16)
|
100% |
1215
4.91 IPS |
|
Pose Estimation (I8)
|
80% |
122
0.49 IPS |
|
Object Detection (F32)
|
100% |
944
33.1 IPS |
|
Object Detection (F16)
|
100% |
1222
42.9 IPS |
|
Object Detection (I8)
|
52% |
449
15.8 IPS |
|
Face Detection (F32)
|
100% |
1490
17.1 IPS |
|
Face Detection (F16)
|
97% |
2709
31.1 IPS |
|
Face Detection (I8)
|
75% |
390
4.48 IPS |
|
Text Classification (F32)
|
100% |
435
171.9 IPS |
|
Text Classification (F16)
|
98% |
579
229.1 IPS |
|
Machine Translation (F32)
|
100% |
651
100.3 IPS |
|
Machine Translation (F16)
|
100% |
643
99.2 IPS |