Upload Date | May 30 2025 06:08 PM |
Views | 3 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
294
31.5 IPS |
|
Image Classification (F16)
|
100% |
274
29.4 IPS |
|
Image Classification (I8)
|
81% |
496
53.1 IPS |
|
Image Segmentation (F32)
|
100% |
536
3.31 IPS |
|
Image Segmentation (F16)
|
100% |
503
3.11 IPS |
|
Image Segmentation (I8)
|
89% |
1006
6.21 IPS |
|
Pose Estimation (F32)
|
100% |
162
0.66 IPS |
|
Pose Estimation (F16)
|
100% |
149
0.60 IPS |
|
Pose Estimation (I8)
|
80% |
184
0.74 IPS |
|
Object Detection (F32)
|
100% |
471
16.5 IPS |
|
Object Detection (F16)
|
100% |
457
16.0 IPS |
|
Object Detection (I8)
|
52% |
708
24.8 IPS |
|
Face Detection (F32)
|
100% |
572
6.58 IPS |
|
Face Detection (F16)
|
100% |
545
6.26 IPS |
|
Face Detection (I8)
|
75% |
655
7.53 IPS |
|
Text Classification (F32)
|
100% |
587
232.2 IPS |
|
Text Classification (F16)
|
100% |
522
206.6 IPS |
|
Machine Translation (F32)
|
100% |
645
99.4 IPS |
|
Machine Translation (F16)
|
100% |
644
99.2 IPS |