Upload Date | February 15 2025 07:02 AM |
Views | 7 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,1 |
Motherboard | D10AP |
CPU Information | |
---|---|
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% |
261
28.0 IPS |
|
Image Classification (F16)
|
100% |
227
24.3 IPS |
|
Image Classification (I8)
|
81% |
316
33.9 IPS |
|
Image Segmentation (F32)
|
100% |
606
3.74 IPS |
|
Image Segmentation (F16)
|
100% |
614
3.79 IPS |
|
Image Segmentation (I8)
|
89% |
582
3.60 IPS |
|
Pose Estimation (F32)
|
100% |
435
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
439
1.78 IPS |
|
Pose Estimation (I8)
|
80% |
122
0.50 IPS |
|
Object Detection (F32)
|
100% |
440
15.4 IPS |
|
Object Detection (F16)
|
100% |
651
22.8 IPS |
|
Object Detection (I8)
|
52% |
452
15.9 IPS |
|
Face Detection (F32)
|
100% |
652
7.49 IPS |
|
Face Detection (F16)
|
100% |
731
8.40 IPS |
|
Face Detection (I8)
|
75% |
412
4.73 IPS |
|
Text Classification (F32)
|
98% |
157
62.2 IPS |
|
Text Classification (F16)
|
98% |
156
61.6 IPS |
|
Machine Translation (F32)
|
100% |
671
103.5 IPS |
|
Machine Translation (F16)
|
100% |
660
101.7 IPS |