Upload Date | October 22 2021 08:56 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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
410
43.9 IPS |
|
Image Classification (F16)
|
100% |
393
42.1 IPS |
|
Image Classification (I8)
|
81% |
827
88.6 IPS |
|
Image Segmentation (F32)
|
100% |
500
3.09 IPS |
|
Image Segmentation (F16)
|
100% |
505
3.12 IPS |
|
Image Segmentation (I8)
|
89% |
1296
8.00 IPS |
|
Pose Estimation (F32)
|
100% |
242
0.98 IPS |
|
Pose Estimation (F16)
|
100% |
299
1.21 IPS |
|
Pose Estimation (I8)
|
80% |
360
1.46 IPS |
|
Object Detection (F32)
|
100% |
579
20.3 IPS |
|
Object Detection (F16)
|
100% |
581
20.4 IPS |
|
Object Detection (I8)
|
52% |
940
33.0 IPS |
|
Face Detection (F32)
|
100% |
734
8.44 IPS |
|
Face Detection (F16)
|
100% |
735
8.45 IPS |
|
Face Detection (I8)
|
75% |
954
11.0 IPS |
|
Text Classification (F32)
|
100% |
1294
511.9 IPS |
|
Text Classification (F16)
|
100% |
1312
518.9 IPS |
|
Machine Translation (F32)
|
100% |
834
128.6 IPS |
|
Machine Translation (F16)
|
100% |
829
127.7 IPS |