Upload Date | November 05 2022 02:13 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1 |
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 | 5.57 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
615
65.9 IPS |
|
Image Classification (F16)
|
100% |
615
65.9 IPS |
|
Image Classification (I8)
|
81% |
415
44.5 IPS |
|
Image Segmentation (F32)
|
100% |
992
6.13 IPS |
|
Image Segmentation (F16)
|
100% |
974
6.02 IPS |
|
Image Segmentation (I8)
|
89% |
1379
8.52 IPS |
|
Pose Estimation (F32)
|
100% |
365
1.48 IPS |
|
Pose Estimation (F16)
|
100% |
357
1.45 IPS |
|
Pose Estimation (I8)
|
80% |
440
1.78 IPS |
|
Object Detection (F32)
|
100% |
891
31.3 IPS |
|
Object Detection (F16)
|
100% |
894
31.4 IPS |
|
Object Detection (I8)
|
52% |
740
26.0 IPS |
|
Face Detection (F32)
|
100% |
1081
12.4 IPS |
|
Face Detection (F16)
|
100% |
1056
12.1 IPS |
|
Face Detection (I8)
|
75% |
817
9.39 IPS |
|
Text Classification (F32)
|
100% |
1779
703.5 IPS |
|
Text Classification (F16)
|
100% |
1991
787.7 IPS |
|
Machine Translation (F32)
|
100% |
1686
259.9 IPS |
|
Machine Translation (F16)
|
100% |
1692
260.8 IPS |