Upload Date | December 08 2022 11:36 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1.2 |
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 | 3.58 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
636
68.2 IPS |
|
Image Classification (F16)
|
100% |
621
66.5 IPS |
|
Image Classification (I8)
|
81% |
412
44.2 IPS |
|
Image Segmentation (F32)
|
100% |
1005
6.21 IPS |
|
Image Segmentation (F16)
|
100% |
966
5.97 IPS |
|
Image Segmentation (I8)
|
89% |
1365
8.43 IPS |
|
Pose Estimation (F32)
|
100% |
359
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
354
1.43 IPS |
|
Pose Estimation (I8)
|
80% |
435
1.76 IPS |
|
Object Detection (F32)
|
100% |
889
31.2 IPS |
|
Object Detection (F16)
|
100% |
896
31.4 IPS |
|
Object Detection (I8)
|
52% |
721
25.3 IPS |
|
Face Detection (F32)
|
100% |
1057
12.1 IPS |
|
Face Detection (F16)
|
100% |
1039
11.9 IPS |
|
Face Detection (I8)
|
75% |
810
9.31 IPS |
|
Text Classification (F32)
|
100% |
1842
728.5 IPS |
|
Text Classification (F16)
|
100% |
2038
805.9 IPS |
|
Machine Translation (F32)
|
100% |
1662
256.1 IPS |
|
Machine Translation (F16)
|
100% |
1655
255.0 IPS |