Upload Date | September 30 2022 12:38 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4 |
Model | iPhone14,6 |
Model ID | iPhone14,6 |
Motherboard | D49AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.22 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 | 3.79 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
767
82.2 IPS |
|
Image Classification (F16)
|
100% |
723
77.5 IPS |
|
Image Classification (I8)
|
81% |
440
47.2 IPS |
|
Image Segmentation (F32)
|
100% |
1079
6.67 IPS |
|
Image Segmentation (F16)
|
100% |
1021
6.31 IPS |
|
Image Segmentation (I8)
|
89% |
1437
8.88 IPS |
|
Pose Estimation (F32)
|
100% |
398
1.61 IPS |
|
Pose Estimation (F16)
|
100% |
390
1.58 IPS |
|
Pose Estimation (I8)
|
80% |
471
1.90 IPS |
|
Object Detection (F32)
|
100% |
1011
35.5 IPS |
|
Object Detection (F16)
|
100% |
1015
35.6 IPS |
|
Object Detection (I8)
|
52% |
753
26.4 IPS |
|
Face Detection (F32)
|
100% |
1282
14.7 IPS |
|
Face Detection (F16)
|
100% |
1240
14.2 IPS |
|
Face Detection (I8)
|
75% |
840
9.65 IPS |
|
Text Classification (F32)
|
100% |
1003
396.7 IPS |
|
Text Classification (F16)
|
100% |
990
391.6 IPS |
|
Machine Translation (F32)
|
100% |
1951
300.7 IPS |
|
Machine Translation (F16)
|
100% |
1952
300.8 IPS |
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