Upload Date | December 20 2024 10:15 AM |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
282
30.2 IPS |
|
Image Classification (F16)
|
100% |
282
30.2 IPS |
|
Image Classification (I8)
|
81% |
561
60.1 IPS |
|
Image Segmentation (F32)
|
100% |
406
2.51 IPS |
|
Image Segmentation (F16)
|
100% |
421
2.60 IPS |
|
Image Segmentation (I8)
|
89% |
1031
6.37 IPS |
|
Pose Estimation (F32)
|
100% |
115
0.47 IPS |
|
Pose Estimation (F16)
|
100% |
117
0.47 IPS |
|
Pose Estimation (I8)
|
80% |
225
0.91 IPS |
|
Object Detection (F32)
|
100% |
421
14.8 IPS |
|
Object Detection (F16)
|
100% |
460
16.1 IPS |
|
Object Detection (I8)
|
52% |
790
27.7 IPS |
|
Face Detection (F32)
|
100% |
437
5.02 IPS |
|
Face Detection (F16)
|
100% |
436
5.00 IPS |
|
Face Detection (I8)
|
75% |
743
8.53 IPS |
|
Text Classification (F32)
|
100% |
533
210.6 IPS |
|
Text Classification (F16)
|
100% |
584
230.9 IPS |
|
Machine Translation (F32)
|
100% |
688
106.1 IPS |
|
Machine Translation (F16)
|
100% |
674
103.8 IPS |