Upload Date | December 08 2024 11:11 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 18.1.1 |
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 | 3.60 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
658
70.5 IPS |
|
Image Classification (F16)
|
100% |
613
65.7 IPS |
|
Image Classification (I8)
|
81% |
406
43.5 IPS |
|
Image Segmentation (F32)
|
100% |
979
6.04 IPS |
|
Image Segmentation (F16)
|
100% |
925
5.71 IPS |
|
Image Segmentation (I8)
|
89% |
1363
8.42 IPS |
|
Pose Estimation (F32)
|
100% |
337
1.36 IPS |
|
Pose Estimation (F16)
|
100% |
331
1.34 IPS |
|
Pose Estimation (I8)
|
80% |
418
1.69 IPS |
|
Object Detection (F32)
|
100% |
884
31.0 IPS |
|
Object Detection (F16)
|
100% |
875
30.7 IPS |
|
Object Detection (I8)
|
52% |
697
24.5 IPS |
|
Face Detection (F32)
|
100% |
1031
11.8 IPS |
|
Face Detection (F16)
|
100% |
1006
11.6 IPS |
|
Face Detection (I8)
|
75% |
815
9.36 IPS |
|
Text Classification (F32)
|
100% |
2362
934.1 IPS |
|
Text Classification (F16)
|
100% |
2378
940.5 IPS |
|
Machine Translation (F32)
|
100% |
1639
252.5 IPS |
|
Machine Translation (F16)
|
100% |
1641
253.0 IPS |