Upload Date | September 14 2024 12:33 AM |
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 | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
566
60.6 IPS |
|
Image Classification (F16)
|
100% |
580
62.2 IPS |
|
Image Classification (I8)
|
81% |
197
21.1 IPS |
|
Image Segmentation (F32)
|
100% |
1543
9.53 IPS |
|
Image Segmentation (F16)
|
100% |
2556
15.8 IPS |
|
Image Segmentation (I8)
|
89% |
263
1.62 IPS |
|
Pose Estimation (F32)
|
100% |
646
2.61 IPS |
|
Pose Estimation (F16)
|
100% |
1214
4.91 IPS |
|
Pose Estimation (I8)
|
80% |
56
0.23 IPS |
|
Object Detection (F32)
|
100% |
817
28.7 IPS |
|
Object Detection (F16)
|
100% |
894
31.4 IPS |
|
Object Detection (I8)
|
52% |
205
7.21 IPS |
|
Face Detection (F32)
|
100% |
1477
17.0 IPS |
|
Face Detection (F16)
|
97% |
2658
30.5 IPS |
|
Face Detection (I8)
|
75% |
188
2.16 IPS |
|
Text Classification (F32)
|
100% |
393
155.3 IPS |
|
Text Classification (F16)
|
98% |
525
207.5 IPS |
|
Machine Translation (F32)
|
100% |
317
48.8 IPS |
|
Machine Translation (F16)
|
100% |
317
48.8 IPS |