Upload Date | September 28 2021 11:23 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPhone 6s Plus |
Model ID | iPhone8,2 |
Motherboard | N66AP |
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 | 1.94 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
201
21.5 IPS |
|
Image Classification (F16)
|
100% |
212
22.7 IPS |
|
Image Classification (I8)
|
81% |
193
20.7 IPS |
|
Image Segmentation (F32)
|
100% |
482
2.98 IPS |
|
Image Segmentation (F16)
|
100% |
485
2.99 IPS |
|
Image Segmentation (I8)
|
89% |
365
2.25 IPS |
|
Pose Estimation (F32)
|
100% |
311
1.26 IPS |
|
Pose Estimation (F16)
|
100% |
313
1.27 IPS |
|
Pose Estimation (I8)
|
80% |
67
0.27 IPS |
|
Object Detection (F32)
|
100% |
518
18.2 IPS |
|
Object Detection (F16)
|
100% |
540
19.0 IPS |
|
Object Detection (I8)
|
52% |
277
9.72 IPS |
|
Face Detection (F32)
|
100% |
700
8.04 IPS |
|
Face Detection (F16)
|
100% |
701
8.05 IPS |
|
Face Detection (I8)
|
75% |
272
3.13 IPS |
|
Text Classification (F32)
|
98% |
67
26.4 IPS |
|
Text Classification (F16)
|
98% |
66
26.1 IPS |
|
Machine Translation (F32)
|
100% |
461
71.1 IPS |
|
Machine Translation (F16)
|
100% |
455
70.2 IPS |