Upload Date | September 29 2021 12:07 AM |
Views | 1 |
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% |
614
65.8 IPS |
|
Image Classification (F16)
|
100% |
589
63.1 IPS |
|
Image Classification (I8)
|
81% |
416
44.5 IPS |
|
Image Segmentation (F32)
|
100% |
927
5.72 IPS |
|
Image Segmentation (F16)
|
100% |
896
5.54 IPS |
|
Image Segmentation (I8)
|
89% |
1368
8.45 IPS |
|
Pose Estimation (F32)
|
100% |
337
1.36 IPS |
|
Pose Estimation (F16)
|
100% |
335
1.36 IPS |
|
Pose Estimation (I8)
|
80% |
413
1.67 IPS |
|
Object Detection (F32)
|
100% |
840
29.5 IPS |
|
Object Detection (F16)
|
100% |
841
29.5 IPS |
|
Object Detection (I8)
|
52% |
721
25.3 IPS |
|
Face Detection (F32)
|
100% |
1019
11.7 IPS |
|
Face Detection (F16)
|
100% |
987
11.3 IPS |
|
Face Detection (I8)
|
75% |
809
9.29 IPS |
|
Text Classification (F32)
|
100% |
2343
926.7 IPS |
|
Text Classification (F16)
|
100% |
2404
950.8 IPS |
|
Machine Translation (F32)
|
100% |
1692
260.8 IPS |
|
Machine Translation (F16)
|
100% |
1676
258.3 IPS |