Upload Date | November 11 2024 02:14 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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
282
30.2 IPS |
|
Image Classification (F16)
|
100% |
279
29.9 IPS |
|
Image Classification (I8)
|
81% |
521
55.8 IPS |
|
Image Segmentation (F32)
|
100% |
501
3.09 IPS |
|
Image Segmentation (F16)
|
100% |
491
3.03 IPS |
|
Image Segmentation (I8)
|
89% |
919
5.67 IPS |
|
Pose Estimation (F32)
|
100% |
149
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
150
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
184
0.74 IPS |
|
Object Detection (F32)
|
100% |
417
14.6 IPS |
|
Object Detection (F16)
|
100% |
416
14.6 IPS |
|
Object Detection (I8)
|
52% |
621
21.8 IPS |
|
Face Detection (F32)
|
100% |
551
6.32 IPS |
|
Face Detection (F16)
|
100% |
495
5.69 IPS |
|
Face Detection (I8)
|
75% |
571
6.56 IPS |
|
Text Classification (F32)
|
100% |
474
187.5 IPS |
|
Text Classification (F16)
|
100% |
468
185.1 IPS |
|
Machine Translation (F32)
|
100% |
619
95.4 IPS |
|
Machine Translation (F16)
|
100% |
620
95.5 IPS |