Upload Date | January 19 2022 10:21 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.2.1 |
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 | 3.76 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
528
56.6 IPS |
|
Image Classification (F16)
|
100% |
527
56.5 IPS |
|
Image Classification (I8)
|
81% |
324
34.7 IPS |
|
Image Segmentation (F32)
|
100% |
857
5.30 IPS |
|
Image Segmentation (F16)
|
100% |
838
5.18 IPS |
|
Image Segmentation (I8)
|
89% |
1102
6.81 IPS |
|
Pose Estimation (F32)
|
100% |
265
1.07 IPS |
|
Pose Estimation (F16)
|
100% |
257
1.04 IPS |
|
Pose Estimation (I8)
|
80% |
320
1.30 IPS |
|
Object Detection (F32)
|
100% |
780
27.4 IPS |
|
Object Detection (F16)
|
100% |
780
27.4 IPS |
|
Object Detection (I8)
|
52% |
603
21.2 IPS |
|
Face Detection (F32)
|
100% |
962
11.0 IPS |
|
Face Detection (F16)
|
100% |
943
10.8 IPS |
|
Face Detection (I8)
|
75% |
707
8.12 IPS |
|
Text Classification (F32)
|
100% |
1980
783.2 IPS |
|
Text Classification (F16)
|
100% |
1998
790.4 IPS |
|
Machine Translation (F32)
|
100% |
1140
175.7 IPS |
|
Machine Translation (F16)
|
100% |
1158
178.4 IPS |