Upload Date | October 26 2024 10:30 AM |
Views | 3 |
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% |
130
13.9 IPS |
|
Image Classification (F16)
|
100% |
131
14.0 IPS |
|
Image Classification (I8)
|
81% |
247
26.4 IPS |
|
Image Segmentation (F32)
|
100% |
259
1.60 IPS |
|
Image Segmentation (F16)
|
100% |
259
1.60 IPS |
|
Image Segmentation (I8)
|
89% |
462
2.85 IPS |
|
Pose Estimation (F32)
|
100% |
79
0.32 IPS |
|
Pose Estimation (F16)
|
100% |
79
0.32 IPS |
|
Pose Estimation (I8)
|
80% |
103
0.42 IPS |
|
Object Detection (F32)
|
100% |
255
8.94 IPS |
|
Object Detection (F16)
|
100% |
246
8.65 IPS |
|
Object Detection (I8)
|
52% |
363
12.7 IPS |
|
Face Detection (F32)
|
100% |
319
3.66 IPS |
|
Face Detection (F16)
|
100% |
281
3.23 IPS |
|
Face Detection (I8)
|
75% |
269
3.09 IPS |
|
Text Classification (F32)
|
100% |
259
102.5 IPS |
|
Text Classification (F16)
|
100% |
254
100.4 IPS |
|
Machine Translation (F32)
|
100% |
261
40.2 IPS |
|
Machine Translation (F16)
|
100% |
245
37.8 IPS |