Upload Date | October 21 2021 05:40 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
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 | 2.76 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
352
37.8 IPS |
|
Image Classification (F16)
|
100% |
362
38.8 IPS |
|
Image Classification (I8)
|
81% |
341
36.5 IPS |
|
Image Segmentation (F32)
|
100% |
342
2.11 IPS |
|
Image Segmentation (F16)
|
100% |
301
1.86 IPS |
|
Image Segmentation (I8)
|
89% |
706
4.36 IPS |
|
Pose Estimation (F32)
|
100% |
149
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
148
0.60 IPS |
|
Pose Estimation (I8)
|
80% |
164
0.66 IPS |
|
Object Detection (F32)
|
100% |
446
15.6 IPS |
|
Object Detection (F16)
|
100% |
448
15.7 IPS |
|
Object Detection (I8)
|
52% |
515
18.1 IPS |
|
Face Detection (F32)
|
100% |
637
7.32 IPS |
|
Face Detection (F16)
|
100% |
644
7.39 IPS |
|
Face Detection (I8)
|
75% |
585
6.72 IPS |
|
Text Classification (F32)
|
100% |
647
256.0 IPS |
|
Text Classification (F16)
|
100% |
715
282.7 IPS |
|
Machine Translation (F32)
|
100% |
744
114.6 IPS |
|
Machine Translation (F16)
|
100% |
741
114.2 IPS |