Upload Date | May 16 2023 09:13 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.4.1 |
Model | iPhone14,7 |
Model ID | iPhone14,7 |
Motherboard | D27AP |
CPU Information | |
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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 | 5.56 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
755
80.9 IPS |
|
Image Classification (F16)
|
100% |
692
74.1 IPS |
|
Image Classification (I8)
|
81% |
463
49.6 IPS |
|
Image Segmentation (F32)
|
100% |
1080
6.67 IPS |
|
Image Segmentation (F16)
|
100% |
1013
6.26 IPS |
|
Image Segmentation (I8)
|
89% |
1448
8.95 IPS |
|
Pose Estimation (F32)
|
100% |
401
1.62 IPS |
|
Pose Estimation (F16)
|
100% |
393
1.59 IPS |
|
Pose Estimation (I8)
|
80% |
442
1.79 IPS |
|
Object Detection (F32)
|
100% |
1004
35.2 IPS |
|
Object Detection (F16)
|
100% |
1010
35.5 IPS |
|
Object Detection (I8)
|
52% |
700
24.6 IPS |
|
Face Detection (F32)
|
100% |
1254
14.4 IPS |
|
Face Detection (F16)
|
100% |
1229
14.1 IPS |
|
Face Detection (I8)
|
75% |
842
9.67 IPS |
|
Text Classification (F32)
|
100% |
1023
404.6 IPS |
|
Text Classification (F16)
|
100% |
1001
395.9 IPS |
|
Machine Translation (F32)
|
100% |
2094
322.7 IPS |
|
Machine Translation (F16)
|
100% |
2077
320.1 IPS |