Upload Date | November 03 2021 04:11 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone 12 Pro |
Model ID | iPhone13,3 |
Motherboard | D53pAP |
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 | 5.60 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
632
67.7 IPS |
|
Image Classification (F16)
|
100% |
615
65.9 IPS |
|
Image Classification (I8)
|
81% |
419
44.9 IPS |
|
Image Segmentation (F32)
|
100% |
998
6.16 IPS |
|
Image Segmentation (F16)
|
100% |
974
6.02 IPS |
|
Image Segmentation (I8)
|
89% |
1406
8.68 IPS |
|
Pose Estimation (F32)
|
100% |
382
1.55 IPS |
|
Pose Estimation (F16)
|
100% |
373
1.51 IPS |
|
Pose Estimation (I8)
|
80% |
458
1.85 IPS |
|
Object Detection (F32)
|
100% |
905
31.8 IPS |
|
Object Detection (F16)
|
100% |
897
31.5 IPS |
|
Object Detection (I8)
|
52% |
732
25.7 IPS |
|
Face Detection (F32)
|
100% |
1110
12.7 IPS |
|
Face Detection (F16)
|
100% |
1090
12.5 IPS |
|
Face Detection (I8)
|
75% |
820
9.42 IPS |
|
Text Classification (F32)
|
100% |
2325
919.4 IPS |
|
Text Classification (F16)
|
100% |
2330
921.5 IPS |
|
Machine Translation (F32)
|
100% |
1695
261.3 IPS |
|
Machine Translation (F16)
|
100% |
1683
259.4 IPS |