Upload Date | November 13 2024 05:14 PM |
Views | 1 |
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% |
214
22.9 IPS |
|
Image Classification (F16)
|
100% |
243
26.0 IPS |
|
Image Classification (I8)
|
81% |
318
34.1 IPS |
|
Image Segmentation (F32)
|
100% |
611
3.77 IPS |
|
Image Segmentation (F16)
|
100% |
613
3.79 IPS |
|
Image Segmentation (I8)
|
89% |
585
3.61 IPS |
|
Pose Estimation (F32)
|
100% |
435
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
435
1.76 IPS |
|
Pose Estimation (I8)
|
80% |
115
0.47 IPS |
|
Object Detection (F32)
|
100% |
402
14.1 IPS |
|
Object Detection (F16)
|
100% |
633
22.2 IPS |
|
Object Detection (I8)
|
52% |
421
14.8 IPS |
|
Face Detection (F32)
|
100% |
642
7.38 IPS |
|
Face Detection (F16)
|
100% |
716
8.23 IPS |
|
Face Detection (I8)
|
75% |
387
4.45 IPS |
|
Text Classification (F32)
|
98% |
121
47.9 IPS |
|
Text Classification (F16)
|
98% |
126
50.0 IPS |
|
Machine Translation (F32)
|
100% |
606
93.4 IPS |
|
Machine Translation (F16)
|
100% |
612
94.3 IPS |