Upload Date | September 28 2021 10:52 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone14,2 |
Model ID | iPhone14,2 |
Motherboard | D63AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.24 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 | 5.56 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
781
83.7 IPS |
|
Image Classification (F16)
|
100% |
748
80.2 IPS |
|
Image Classification (I8)
|
81% |
454
48.7 IPS |
|
Image Segmentation (F32)
|
100% |
1101
6.80 IPS |
|
Image Segmentation (F16)
|
100% |
1067
6.59 IPS |
|
Image Segmentation (I8)
|
89% |
1426
8.81 IPS |
|
Pose Estimation (F32)
|
100% |
414
1.68 IPS |
|
Pose Estimation (F16)
|
100% |
417
1.69 IPS |
|
Pose Estimation (I8)
|
80% |
486
1.97 IPS |
|
Object Detection (F32)
|
100% |
1101
38.7 IPS |
|
Object Detection (F16)
|
100% |
1100
38.6 IPS |
|
Object Detection (I8)
|
52% |
716
25.1 IPS |
|
Face Detection (F32)
|
100% |
1367
15.7 IPS |
|
Face Detection (F16)
|
100% |
1335
15.3 IPS |
|
Face Detection (I8)
|
75% |
842
9.67 IPS |
|
Text Classification (F32)
|
100% |
1144
452.3 IPS |
|
Text Classification (F16)
|
100% |
2134
844.0 IPS |
|
Machine Translation (F32)
|
100% |
1962
302.4 IPS |
|
Machine Translation (F16)
|
100% |
1961
302.2 IPS |