Upload Date | May 15 2023 09:10 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.7.3 |
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% |
202
21.7 IPS |
|
Image Classification (F16)
|
100% |
203
21.8 IPS |
|
Image Classification (I8)
|
81% |
344
36.9 IPS |
|
Image Segmentation (F32)
|
100% |
399
2.46 IPS |
|
Image Segmentation (F16)
|
100% |
399
2.47 IPS |
|
Image Segmentation (I8)
|
89% |
634
3.91 IPS |
|
Pose Estimation (F32)
|
100% |
124
0.50 IPS |
|
Pose Estimation (F16)
|
100% |
110
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
110
0.45 IPS |
|
Object Detection (F32)
|
100% |
330
11.6 IPS |
|
Object Detection (F16)
|
100% |
335
11.8 IPS |
|
Object Detection (I8)
|
52% |
441
15.5 IPS |
|
Face Detection (F32)
|
100% |
412
4.73 IPS |
|
Face Detection (F16)
|
100% |
376
4.32 IPS |
|
Face Detection (I8)
|
75% |
423
4.86 IPS |
|
Text Classification (F32)
|
100% |
425
167.9 IPS |
|
Text Classification (F16)
|
100% |
449
177.7 IPS |
|
Machine Translation (F32)
|
100% |
400
61.7 IPS |
|
Machine Translation (F16)
|
100% |
451
69.5 IPS |