Upload Date | May 09 2025 09:14 AM |
Views | 7 |
System Information | |
---|---|
Operating System | iOS 15.8.4 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
275
29.5 IPS |
|
Image Classification (F16)
|
100% |
265
28.4 IPS |
|
Image Classification (I8)
|
81% |
516
55.3 IPS |
|
Image Segmentation (F32)
|
100% |
489
3.02 IPS |
|
Image Segmentation (F16)
|
100% |
492
3.04 IPS |
|
Image Segmentation (I8)
|
89% |
893
5.52 IPS |
|
Pose Estimation (F32)
|
100% |
151
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
143
0.58 IPS |
|
Pose Estimation (I8)
|
80% |
179
0.72 IPS |
|
Object Detection (F32)
|
100% |
414
14.5 IPS |
|
Object Detection (F16)
|
100% |
418
14.7 IPS |
|
Object Detection (I8)
|
52% |
647
22.7 IPS |
|
Face Detection (F32)
|
100% |
527
6.05 IPS |
|
Face Detection (F16)
|
100% |
515
5.91 IPS |
|
Face Detection (I8)
|
75% |
593
6.81 IPS |
|
Text Classification (F32)
|
100% |
466
184.3 IPS |
|
Text Classification (F16)
|
100% |
468
185.1 IPS |
|
Machine Translation (F32)
|
100% |
576
88.8 IPS |
|
Machine Translation (F16)
|
100% |
586
90.3 IPS |