Upload Date | October 14 2021 06:56 AM |
Views | 2 |
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% |
785
84.1 IPS |
|
Image Classification (F16)
|
100% |
761
81.5 IPS |
|
Image Classification (I8)
|
81% |
467
50.0 IPS |
|
Image Segmentation (F32)
|
100% |
1132
6.99 IPS |
|
Image Segmentation (F16)
|
100% |
1096
6.77 IPS |
|
Image Segmentation (I8)
|
89% |
1455
8.99 IPS |
|
Pose Estimation (F32)
|
100% |
435
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
431
1.74 IPS |
|
Pose Estimation (I8)
|
80% |
495
2.00 IPS |
|
Object Detection (F32)
|
100% |
1114
39.1 IPS |
|
Object Detection (F16)
|
100% |
1117
39.2 IPS |
|
Object Detection (I8)
|
52% |
743
26.1 IPS |
|
Face Detection (F32)
|
100% |
1342
15.4 IPS |
|
Face Detection (F16)
|
100% |
1324
15.2 IPS |
|
Face Detection (I8)
|
75% |
854
9.82 IPS |
|
Text Classification (F32)
|
100% |
1628
643.9 IPS |
|
Text Classification (F16)
|
100% |
1303
515.2 IPS |
|
Machine Translation (F32)
|
100% |
1961
302.2 IPS |
|
Machine Translation (F16)
|
100% |
1960
302.0 IPS |