Upload Date | September 28 2021 07:40 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.77 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
553
59.3 IPS |
|
Image Classification (F16)
|
100% |
542
58.1 IPS |
|
Image Classification (I8)
|
81% |
328
35.2 IPS |
|
Image Segmentation (F32)
|
100% |
855
5.28 IPS |
|
Image Segmentation (F16)
|
100% |
835
5.15 IPS |
|
Image Segmentation (I8)
|
89% |
1100
6.79 IPS |
|
Pose Estimation (F32)
|
100% |
270
1.09 IPS |
|
Pose Estimation (F16)
|
100% |
120
0.49 IPS |
|
Pose Estimation (I8)
|
80% |
295
1.19 IPS |
|
Object Detection (F32)
|
100% |
787
27.6 IPS |
|
Object Detection (F16)
|
100% |
780
27.4 IPS |
|
Object Detection (I8)
|
52% |
594
20.8 IPS |
|
Face Detection (F32)
|
100% |
896
10.3 IPS |
|
Face Detection (F16)
|
100% |
932
10.7 IPS |
|
Face Detection (I8)
|
75% |
708
8.13 IPS |
|
Text Classification (F32)
|
100% |
1914
756.8 IPS |
|
Text Classification (F16)
|
100% |
1915
757.5 IPS |
|
Machine Translation (F32)
|
100% |
1178
181.5 IPS |
|
Machine Translation (F16)
|
100% |
1209
186.4 IPS |