Upload Date | September 23 2022 05:53 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.7 |
Model | iPhone 6s Plus |
Model ID | iPhone8,2 |
Motherboard | N66mAP |
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 | |
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Size | 1.94 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
496
53.1 IPS |
|
Image Classification (F16)
|
100% |
673
72.1 IPS |
|
Image Classification (I8)
|
81% |
193
20.6 IPS |
|
Image Segmentation (F32)
|
100% |
1163
7.19 IPS |
|
Image Segmentation (F16)
|
100% |
1892
11.7 IPS |
|
Image Segmentation (I8)
|
89% |
365
2.26 IPS |
|
Pose Estimation (F32)
|
100% |
451
1.82 IPS |
|
Pose Estimation (F16)
|
100% |
858
3.47 IPS |
|
Pose Estimation (I8)
|
80% |
67
0.27 IPS |
|
Object Detection (F32)
|
100% |
702
24.6 IPS |
|
Object Detection (F16)
|
100% |
955
33.5 IPS |
|
Object Detection (I8)
|
52% |
275
9.65 IPS |
|
Face Detection (F32)
|
100% |
1120
12.9 IPS |
|
Face Detection (F16)
|
97% |
1974
22.7 IPS |
|
Face Detection (I8)
|
75% |
270
3.10 IPS |
|
Text Classification (F32)
|
100% |
453
179.3 IPS |
|
Text Classification (F16)
|
98% |
614
242.9 IPS |
|
Machine Translation (F32)
|
100% |
448
69.0 IPS |
|
Machine Translation (F16)
|
100% |
437
67.3 IPS |