Upload Date | September 28 2021 09:08 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone 12 |
Model ID | iPhone13,2 |
Motherboard | D53gAP |
CPU Information | |
---|---|
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% |
620
66.5 IPS |
|
Image Classification (F16)
|
100% |
611
65.5 IPS |
|
Image Classification (I8)
|
81% |
418
44.7 IPS |
|
Image Segmentation (F32)
|
100% |
972
6.00 IPS |
|
Image Segmentation (F16)
|
100% |
944
5.83 IPS |
|
Image Segmentation (I8)
|
89% |
1406
8.69 IPS |
|
Pose Estimation (F32)
|
100% |
359
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
355
1.44 IPS |
|
Pose Estimation (I8)
|
80% |
438
1.77 IPS |
|
Object Detection (F32)
|
100% |
908
31.9 IPS |
|
Object Detection (F16)
|
100% |
896
31.4 IPS |
|
Object Detection (I8)
|
52% |
733
25.7 IPS |
|
Face Detection (F32)
|
100% |
1064
12.2 IPS |
|
Face Detection (F16)
|
100% |
1042
12.0 IPS |
|
Face Detection (I8)
|
75% |
815
9.36 IPS |
|
Text Classification (F32)
|
100% |
2400
949.3 IPS |
|
Text Classification (F16)
|
100% |
2324
919.4 IPS |
|
Machine Translation (F32)
|
100% |
1693
260.9 IPS |
|
Machine Translation (F16)
|
100% |
1684
259.6 IPS |