Upload Date | October 14 2021 06:52 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone14,3 |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | 5.53 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
789
84.5 IPS |
|
Image Classification (F16)
|
100% |
761
81.5 IPS |
|
Image Classification (I8)
|
81% |
442
47.3 IPS |
|
Image Segmentation (F32)
|
100% |
1113
6.88 IPS |
|
Image Segmentation (F16)
|
100% |
1091
6.74 IPS |
|
Image Segmentation (I8)
|
89% |
1450
8.96 IPS |
|
Pose Estimation (F32)
|
100% |
437
1.77 IPS |
|
Pose Estimation (F16)
|
100% |
430
1.74 IPS |
|
Pose Estimation (I8)
|
80% |
500
2.02 IPS |
|
Object Detection (F32)
|
100% |
1104
38.8 IPS |
|
Object Detection (F16)
|
100% |
1100
38.6 IPS |
|
Object Detection (I8)
|
52% |
732
25.7 IPS |
|
Face Detection (F32)
|
100% |
1346
15.5 IPS |
|
Face Detection (F16)
|
100% |
1317
15.1 IPS |
|
Face Detection (I8)
|
75% |
848
9.74 IPS |
|
Text Classification (F32)
|
100% |
1080
427.3 IPS |
|
Text Classification (F16)
|
100% |
901
356.2 IPS |
|
Machine Translation (F32)
|
100% |
1910
294.4 IPS |
|
Machine Translation (F16)
|
100% |
1907
293.9 IPS |