Upload Date | December 23 2024 06:02 PM |
Views | 3 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
272
29.1 IPS |
|
Image Classification (F16)
|
100% |
224
24.0 IPS |
|
Image Classification (I8)
|
81% |
320
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
626
3.87 IPS |
|
Image Segmentation (F16)
|
100% |
644
3.98 IPS |
|
Image Segmentation (I8)
|
89% |
591
3.65 IPS |
|
Pose Estimation (F32)
|
100% |
434
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
436
1.77 IPS |
|
Pose Estimation (I8)
|
80% |
125
0.50 IPS |
|
Object Detection (F32)
|
100% |
484
17.0 IPS |
|
Object Detection (F16)
|
100% |
654
22.9 IPS |
|
Object Detection (I8)
|
52% |
459
16.1 IPS |
|
Face Detection (F32)
|
100% |
657
7.55 IPS |
|
Face Detection (F16)
|
100% |
800
9.19 IPS |
|
Face Detection (I8)
|
75% |
420
4.82 IPS |
|
Text Classification (F32)
|
98% |
127
50.2 IPS |
|
Text Classification (F16)
|
98% |
132
52.2 IPS |
|
Machine Translation (F32)
|
100% |
681
104.9 IPS |
|
Machine Translation (F16)
|
100% |
694
106.9 IPS |