Upload Date | October 19 2024 01:28 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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
275
29.5 IPS |
|
Image Classification (F16)
|
100% |
276
29.6 IPS |
|
Image Classification (I8)
|
81% |
481
51.6 IPS |
|
Image Segmentation (F32)
|
100% |
492
3.04 IPS |
|
Image Segmentation (F16)
|
100% |
474
2.93 IPS |
|
Image Segmentation (I8)
|
89% |
858
5.30 IPS |
|
Pose Estimation (F32)
|
100% |
145
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
144
0.58 IPS |
|
Pose Estimation (I8)
|
80% |
176
0.71 IPS |
|
Object Detection (F32)
|
100% |
373
13.1 IPS |
|
Object Detection (F16)
|
100% |
411
14.4 IPS |
|
Object Detection (I8)
|
52% |
640
22.5 IPS |
|
Face Detection (F32)
|
100% |
526
6.05 IPS |
|
Face Detection (F16)
|
100% |
488
5.61 IPS |
|
Face Detection (I8)
|
75% |
489
5.62 IPS |
|
Text Classification (F32)
|
100% |
409
161.9 IPS |
|
Text Classification (F16)
|
100% |
431
170.4 IPS |
|
Machine Translation (F32)
|
100% |
418
64.5 IPS |
|
Machine Translation (F16)
|
100% |
420
64.7 IPS |