Upload Date | August 29 2024 03:37 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.8.2 |
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% |
273
29.3 IPS |
|
Image Classification (F16)
|
100% |
273
29.2 IPS |
|
Image Classification (I8)
|
81% |
469
50.3 IPS |
|
Image Segmentation (F32)
|
100% |
486
3.00 IPS |
|
Image Segmentation (F16)
|
100% |
501
3.10 IPS |
|
Image Segmentation (I8)
|
89% |
905
5.59 IPS |
|
Pose Estimation (F32)
|
100% |
149
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
130
0.53 IPS |
|
Pose Estimation (I8)
|
80% |
185
0.75 IPS |
|
Object Detection (F32)
|
100% |
414
14.5 IPS |
|
Object Detection (F16)
|
100% |
412
14.5 IPS |
|
Object Detection (I8)
|
52% |
633
22.2 IPS |
|
Face Detection (F32)
|
100% |
530
6.08 IPS |
|
Face Detection (F16)
|
100% |
497
5.71 IPS |
|
Face Detection (I8)
|
75% |
581
6.67 IPS |
|
Text Classification (F32)
|
100% |
466
184.3 IPS |
|
Text Classification (F16)
|
100% |
457
180.6 IPS |
|
Machine Translation (F32)
|
100% |
503
77.5 IPS |
|
Machine Translation (F16)
|
100% |
497
76.6 IPS |