Upload Date | October 22 2024 07:31 AM |
Views | 1 |
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% |
571
61.2 IPS |
|
Image Classification (F16)
|
100% |
581
62.3 IPS |
|
Image Classification (I8)
|
81% |
265
28.4 IPS |
|
Image Segmentation (F32)
|
100% |
1543
9.53 IPS |
|
Image Segmentation (F16)
|
100% |
2575
15.9 IPS |
|
Image Segmentation (I8)
|
89% |
448
2.77 IPS |
|
Pose Estimation (F32)
|
100% |
643
2.60 IPS |
|
Pose Estimation (F16)
|
100% |
1213
4.91 IPS |
|
Pose Estimation (I8)
|
80% |
79
0.32 IPS |
|
Object Detection (F32)
|
100% |
901
31.6 IPS |
|
Object Detection (F16)
|
100% |
1004
35.2 IPS |
|
Object Detection (I8)
|
52% |
278
9.75 IPS |
|
Face Detection (F32)
|
100% |
1487
17.1 IPS |
|
Face Detection (F16)
|
97% |
2688
30.9 IPS |
|
Face Detection (I8)
|
75% |
251
2.88 IPS |
|
Text Classification (F32)
|
100% |
402
158.8 IPS |
|
Text Classification (F16)
|
98% |
530
209.8 IPS |
|
Machine Translation (F32)
|
100% |
376
58.0 IPS |
|
Machine Translation (F16)
|
100% |
413
63.7 IPS |