Upload Date | May 30 2025 05:56 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPhone 7 Plus |
Model ID | iPhone9,2 |
Motherboard | D11AP |
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 | 2.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
271
29.0 IPS |
|
Image Classification (F16)
|
100% |
256
27.4 IPS |
|
Image Classification (I8)
|
81% |
495
53.1 IPS |
|
Image Segmentation (F32)
|
100% |
489
3.02 IPS |
|
Image Segmentation (F16)
|
100% |
489
3.02 IPS |
|
Image Segmentation (I8)
|
89% |
871
5.38 IPS |
|
Pose Estimation (F32)
|
100% |
150
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
150
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
180
0.73 IPS |
|
Object Detection (F32)
|
100% |
382
13.4 IPS |
|
Object Detection (F16)
|
100% |
367
12.9 IPS |
|
Object Detection (I8)
|
52% |
531
18.6 IPS |
|
Face Detection (F32)
|
100% |
473
5.43 IPS |
|
Face Detection (F16)
|
100% |
435
5.00 IPS |
|
Face Detection (I8)
|
75% |
526
6.04 IPS |
|
Text Classification (F32)
|
100% |
431
170.5 IPS |
|
Text Classification (F16)
|
100% |
450
178.1 IPS |
|
Machine Translation (F32)
|
100% |
499
76.9 IPS |
|
Machine Translation (F16)
|
100% |
516
79.6 IPS |