Upload Date | September 26 2022 02:42 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
Model | iPhone15,2 |
Model ID | iPhone15,2 |
Motherboard | D73AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.45 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 | 5.51 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7293
781.4 IPS |
|
Image Classification (F16)
|
100% |
7288
780.9 IPS |
|
Image Classification (I8)
|
81% |
741
79.4 IPS |
|
Image Segmentation (F32)
|
100% |
2427
15.0 IPS |
|
Image Segmentation (F16)
|
100% |
2350
14.5 IPS |
|
Image Segmentation (I8)
|
89% |
1325
8.18 IPS |
|
Pose Estimation (F32)
|
100% |
26409
106.9 IPS |
|
Pose Estimation (F16)
|
100% |
25519
103.3 IPS |
|
Pose Estimation (I8)
|
80% |
257
1.04 IPS |
|
Object Detection (F32)
|
100% |
8917
312.9 IPS |
|
Object Detection (F16)
|
100% |
8940
313.8 IPS |
|
Object Detection (I8)
|
52% |
1054
37.0 IPS |
|
Face Detection (F32)
|
100% |
10461
120.2 IPS |
|
Face Detection (F16)
|
100% |
10482
120.4 IPS |
|
Face Detection (I8)
|
75% |
1013
11.6 IPS |
|
Text Classification (F32)
|
100% |
1232
487.4 IPS |
|
Text Classification (F16)
|
100% |
1261
498.8 IPS |
|
Machine Translation (F32)
|
100% |
2233
344.2 IPS |
|
Machine Translation (F16)
|
100% |
2245
346.0 IPS |