Upload Date | September 15 2021 09:39 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
615
65.9 IPS |
|
Image Classification (F16)
|
100% |
587
62.9 IPS |
|
Image Classification (I8)
|
81% |
437
46.8 IPS |
|
Image Segmentation (F32)
|
100% |
931
5.75 IPS |
|
Image Segmentation (F16)
|
100% |
890
5.50 IPS |
|
Image Segmentation (I8)
|
89% |
1377
8.51 IPS |
|
Pose Estimation (F32)
|
100% |
344
1.39 IPS |
|
Pose Estimation (F16)
|
100% |
329
1.33 IPS |
|
Pose Estimation (I8)
|
80% |
425
1.72 IPS |
|
Object Detection (F32)
|
100% |
853
29.9 IPS |
|
Object Detection (F16)
|
100% |
854
30.0 IPS |
|
Object Detection (I8)
|
52% |
748
26.3 IPS |
|
Face Detection (F32)
|
100% |
1025
11.8 IPS |
|
Face Detection (F16)
|
100% |
998
11.5 IPS |
|
Face Detection (I8)
|
75% |
810
9.30 IPS |
|
Text Classification (F32)
|
100% |
2419
956.6 IPS |
|
Text Classification (F16)
|
100% |
2351
929.9 IPS |
|
Machine Translation (F32)
|
100% |
1691
260.7 IPS |
|
Machine Translation (F16)
|
100% |
1681
259.1 IPS |