Upload Date | April 19 2024 05:25 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.2 |
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% |
282
30.2 IPS |
|
Image Classification (F16)
|
100% |
285
30.5 IPS |
|
Image Classification (I8)
|
81% |
499
53.4 IPS |
|
Image Segmentation (F32)
|
100% |
485
3.00 IPS |
|
Image Segmentation (F16)
|
100% |
501
3.09 IPS |
|
Image Segmentation (I8)
|
89% |
929
5.74 IPS |
|
Pose Estimation (F32)
|
100% |
151
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
144
0.58 IPS |
|
Pose Estimation (I8)
|
80% |
196
0.79 IPS |
|
Object Detection (F32)
|
100% |
437
15.3 IPS |
|
Object Detection (F16)
|
100% |
421
14.8 IPS |
|
Object Detection (I8)
|
52% |
654
22.9 IPS |
|
Face Detection (F32)
|
100% |
530
6.09 IPS |
|
Face Detection (F16)
|
100% |
533
6.12 IPS |
|
Face Detection (I8)
|
75% |
600
6.90 IPS |
|
Text Classification (F32)
|
100% |
466
184.3 IPS |
|
Text Classification (F16)
|
100% |
472
186.6 IPS |
|
Machine Translation (F32)
|
100% |
507
78.1 IPS |
|
Machine Translation (F16)
|
100% |
598
92.2 IPS |