Upload Date | March 31 2025 09:24 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.7.8 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
315
33.8 IPS |
|
Image Classification (F16)
|
100% |
239
25.7 IPS |
|
Image Classification (I8)
|
81% |
320
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
641
3.96 IPS |
|
Image Segmentation (F16)
|
100% |
632
3.90 IPS |
|
Image Segmentation (I8)
|
89% |
587
3.63 IPS |
|
Pose Estimation (F32)
|
100% |
445
1.80 IPS |
|
Pose Estimation (F16)
|
100% |
444
1.80 IPS |
|
Pose Estimation (I8)
|
80% |
98
0.40 IPS |
|
Object Detection (F32)
|
100% |
408
14.3 IPS |
|
Object Detection (F16)
|
100% |
576
20.2 IPS |
|
Object Detection (I8)
|
52% |
267
9.39 IPS |
|
Face Detection (F32)
|
100% |
600
6.89 IPS |
|
Face Detection (F16)
|
100% |
761
8.74 IPS |
|
Face Detection (I8)
|
75% |
304
3.50 IPS |
|
Text Classification (F32)
|
98% |
131
51.9 IPS |
|
Text Classification (F16)
|
98% |
139
54.8 IPS |
|
Machine Translation (F32)
|
100% |
575
88.6 IPS |
|
Machine Translation (F16)
|
100% |
586
90.3 IPS |