Upload Date | September 28 2021 10:55 PM |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
625
66.9 IPS |
|
Image Classification (F16)
|
100% |
604
64.7 IPS |
|
Image Classification (I8)
|
81% |
414
44.4 IPS |
|
Image Segmentation (F32)
|
100% |
957
5.91 IPS |
|
Image Segmentation (F16)
|
100% |
931
5.75 IPS |
|
Image Segmentation (I8)
|
89% |
1389
8.58 IPS |
|
Pose Estimation (F32)
|
100% |
362
1.46 IPS |
|
Pose Estimation (F16)
|
100% |
356
1.44 IPS |
|
Pose Estimation (I8)
|
80% |
418
1.69 IPS |
|
Object Detection (F32)
|
100% |
884
31.0 IPS |
|
Object Detection (F16)
|
100% |
884
31.0 IPS |
|
Object Detection (I8)
|
52% |
731
25.6 IPS |
|
Face Detection (F32)
|
100% |
1065
12.2 IPS |
|
Face Detection (F16)
|
100% |
1037
11.9 IPS |
|
Face Detection (I8)
|
75% |
811
9.32 IPS |
|
Text Classification (F32)
|
100% |
2335
923.7 IPS |
|
Text Classification (F16)
|
100% |
2322
918.5 IPS |
|
Machine Translation (F32)
|
100% |
1667
256.9 IPS |
|
Machine Translation (F16)
|
100% |
1671
257.5 IPS |