Upload Date | November 03 2021 10:24 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone 8 Plus |
Model ID | iPhone10,5 |
Motherboard | D211AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.90 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
378
40.5 IPS |
|
Image Classification (F16)
|
100% |
365
39.1 IPS |
|
Image Classification (I8)
|
81% |
284
30.4 IPS |
|
Image Segmentation (F32)
|
100% |
601
3.72 IPS |
|
Image Segmentation (F16)
|
100% |
605
3.74 IPS |
|
Image Segmentation (I8)
|
89% |
849
5.24 IPS |
|
Pose Estimation (F32)
|
100% |
200
0.81 IPS |
|
Pose Estimation (F16)
|
100% |
194
0.79 IPS |
|
Pose Estimation (I8)
|
80% |
194
0.78 IPS |
|
Object Detection (F32)
|
100% |
532
18.7 IPS |
|
Object Detection (F16)
|
100% |
533
18.7 IPS |
|
Object Detection (I8)
|
52% |
497
17.5 IPS |
|
Face Detection (F32)
|
100% |
693
7.96 IPS |
|
Face Detection (F16)
|
100% |
650
7.46 IPS |
|
Face Detection (I8)
|
75% |
584
6.71 IPS |
|
Text Classification (F32)
|
100% |
632
249.8 IPS |
|
Text Classification (F16)
|
100% |
651
257.4 IPS |
|
Machine Translation (F32)
|
100% |
724
111.5 IPS |
|
Machine Translation (F16)
|
100% |
754
116.2 IPS |