Upload Date | September 28 2021 08:24 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone 12 |
Model ID | iPhone13,2 |
Motherboard | D53gAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.62 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
616
66.0 IPS |
|
Image Classification (F16)
|
100% |
588
63.0 IPS |
|
Image Classification (I8)
|
81% |
416
44.6 IPS |
|
Image Segmentation (F32)
|
100% |
939
5.80 IPS |
|
Image Segmentation (F16)
|
100% |
911
5.63 IPS |
|
Image Segmentation (I8)
|
89% |
1355
8.37 IPS |
|
Pose Estimation (F32)
|
100% |
342
1.38 IPS |
|
Pose Estimation (F16)
|
100% |
339
1.37 IPS |
|
Pose Estimation (I8)
|
80% |
418
1.69 IPS |
|
Object Detection (F32)
|
100% |
861
30.2 IPS |
|
Object Detection (F16)
|
100% |
864
30.3 IPS |
|
Object Detection (I8)
|
52% |
703
24.7 IPS |
|
Face Detection (F32)
|
100% |
1037
11.9 IPS |
|
Face Detection (F16)
|
100% |
1006
11.6 IPS |
|
Face Detection (I8)
|
75% |
810
9.31 IPS |
|
Text Classification (F32)
|
100% |
2421
957.4 IPS |
|
Text Classification (F16)
|
100% |
2165
856.3 IPS |
|
Machine Translation (F32)
|
100% |
1679
258.8 IPS |
|
Machine Translation (F16)
|
100% |
1676
258.3 IPS |