Upload Date | October 07 2024 08:05 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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
283
30.4 IPS |
|
Image Classification (F16)
|
100% |
268
28.7 IPS |
|
Image Classification (I8)
|
81% |
523
56.0 IPS |
|
Image Segmentation (F32)
|
100% |
489
3.02 IPS |
|
Image Segmentation (F16)
|
100% |
495
3.06 IPS |
|
Image Segmentation (I8)
|
89% |
835
5.16 IPS |
|
Pose Estimation (F32)
|
100% |
148
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
126
0.51 IPS |
|
Pose Estimation (I8)
|
80% |
179
0.72 IPS |
|
Object Detection (F32)
|
100% |
382
13.4 IPS |
|
Object Detection (F16)
|
100% |
420
14.8 IPS |
|
Object Detection (I8)
|
52% |
604
21.2 IPS |
|
Face Detection (F32)
|
100% |
543
6.23 IPS |
|
Face Detection (F16)
|
100% |
510
5.86 IPS |
|
Face Detection (I8)
|
75% |
530
6.09 IPS |
|
Text Classification (F32)
|
100% |
442
174.9 IPS |
|
Text Classification (F16)
|
100% |
422
166.8 IPS |
|
Machine Translation (F32)
|
100% |
443
68.3 IPS |
|
Machine Translation (F16)
|
100% |
448
69.1 IPS |