User | inc7007 |
Upload Date | August 12 2023 04:29 PM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 15.7.8 |
Model | iPhone 6s |
Model ID | iPhone8,1 |
Motherboard | N71AP |
CPU Information | |
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Name | Apple A9 |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.85 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 | 1.96 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
205
21.9 IPS |
|
Image Classification (F16)
|
100% |
200
21.4 IPS |
|
Image Classification (I8)
|
81% |
314
33.6 IPS |
|
Image Segmentation (F32)
|
100% |
361
2.23 IPS |
|
Image Segmentation (F16)
|
100% |
358
2.21 IPS |
|
Image Segmentation (I8)
|
89% |
591
3.65 IPS |
|
Pose Estimation (F32)
|
100% |
109
0.44 IPS |
|
Pose Estimation (F16)
|
100% |
104
0.42 IPS |
|
Pose Estimation (I8)
|
80% |
103
0.42 IPS |
|
Object Detection (F32)
|
100% |
310
10.9 IPS |
|
Object Detection (F16)
|
100% |
293
10.3 IPS |
|
Object Detection (I8)
|
52% |
406
14.2 IPS |
|
Face Detection (F32)
|
100% |
374
4.29 IPS |
|
Face Detection (F16)
|
100% |
367
4.22 IPS |
|
Face Detection (I8)
|
75% |
391
4.49 IPS |
|
Text Classification (F32)
|
100% |
399
157.7 IPS |
|
Text Classification (F16)
|
100% |
424
167.7 IPS |
|
Machine Translation (F32)
|
100% |
367
56.6 IPS |
|
Machine Translation (F16)
|
100% |
406
62.6 IPS |