User | hrdc0r3 |
Upload Date | January 17 2025 10:16 AM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,3 |
Motherboard | D101AP |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
289
30.9 IPS |
|
Image Classification (F16)
|
100% |
331
35.4 IPS |
|
Image Classification (I8)
|
81% |
314
33.7 IPS |
|
Image Segmentation (F32)
|
100% |
586
3.62 IPS |
|
Image Segmentation (F16)
|
100% |
588
3.63 IPS |
|
Image Segmentation (I8)
|
89% |
560
3.46 IPS |
|
Pose Estimation (F32)
|
100% |
451
1.83 IPS |
|
Pose Estimation (F16)
|
100% |
453
1.83 IPS |
|
Pose Estimation (I8)
|
80% |
108
0.44 IPS |
|
Object Detection (F32)
|
100% |
564
19.8 IPS |
|
Object Detection (F16)
|
100% |
552
19.4 IPS |
|
Object Detection (I8)
|
52% |
442
15.5 IPS |
|
Face Detection (F32)
|
100% |
932
10.7 IPS |
|
Face Detection (F16)
|
100% |
977
11.2 IPS |
|
Face Detection (I8)
|
75% |
371
4.26 IPS |
|
Text Classification (F32)
|
98% |
146
57.7 IPS |
|
Text Classification (F16)
|
98% |
143
56.5 IPS |
|
Machine Translation (F32)
|
100% |
405
62.4 IPS |
|
Machine Translation (F16)
|
100% |
396
61.0 IPS |