Upload Date | February 22 2023 09:43 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1.2 |
Model | iPhone15,3 |
Model ID | iPhone15,3 |
Motherboard | D74AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.44 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 | 5.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7195
770.9 IPS |
|
Image Classification (F16)
|
100% |
7198
771.2 IPS |
|
Image Classification (I8)
|
81% |
744
79.7 IPS |
|
Image Segmentation (F32)
|
100% |
2340
14.5 IPS |
|
Image Segmentation (F16)
|
100% |
2443
15.1 IPS |
|
Image Segmentation (I8)
|
89% |
1367
8.44 IPS |
|
Pose Estimation (F32)
|
100% |
25432
102.9 IPS |
|
Pose Estimation (F16)
|
100% |
25117
101.6 IPS |
|
Pose Estimation (I8)
|
80% |
258
1.04 IPS |
|
Object Detection (F32)
|
100% |
9213
323.3 IPS |
|
Object Detection (F16)
|
100% |
9169
321.8 IPS |
|
Object Detection (I8)
|
52% |
1066
37.4 IPS |
|
Face Detection (F32)
|
100% |
10244
117.7 IPS |
|
Face Detection (F16)
|
100% |
10305
118.4 IPS |
|
Face Detection (I8)
|
75% |
1048
12.0 IPS |
|
Text Classification (F32)
|
100% |
1211
478.9 IPS |
|
Text Classification (F16)
|
100% |
1214
480.1 IPS |
|
Machine Translation (F32)
|
100% |
2254
347.3 IPS |
|
Machine Translation (F16)
|
100% |
2251
347.0 IPS |