Upload Date | December 08 2024 04:13 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 6s |
Model ID | iPhone8,1 |
Motherboard | N71mAP |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
106
11.3 IPS |
|
Image Classification (F16)
|
100% |
107
11.5 IPS |
|
Image Classification (I8)
|
81% |
181
19.4 IPS |
|
Image Segmentation (F32)
|
100% |
214
1.32 IPS |
|
Image Segmentation (F16)
|
100% |
214
1.32 IPS |
|
Image Segmentation (I8)
|
89% |
314
1.94 IPS |
|
Pose Estimation (F32)
|
100% |
58
0.23 IPS |
|
Pose Estimation (F16)
|
100% |
56
0.23 IPS |
|
Pose Estimation (I8)
|
80% |
66
0.27 IPS |
|
Object Detection (F32)
|
100% |
173
6.06 IPS |
|
Object Detection (F16)
|
100% |
172
6.03 IPS |
|
Object Detection (I8)
|
52% |
290
10.2 IPS |
|
Face Detection (F32)
|
100% |
215
2.47 IPS |
|
Face Detection (F16)
|
100% |
206
2.37 IPS |
|
Face Detection (I8)
|
75% |
253
2.90 IPS |
|
Text Classification (F32)
|
100% |
314
124.3 IPS |
|
Text Classification (F16)
|
100% |
417
165.0 IPS |
|
Machine Translation (F32)
|
100% |
427
65.7 IPS |
|
Machine Translation (F16)
|
100% |
436
67.3 IPS |