Upload Date | September 13 2023 06:23 PM |
Views | 11 |
System Information | |
---|---|
Operating System | iOS 17.0 |
Model | iPhone15,5 |
Model ID | iPhone15,5 |
Motherboard | D38AP |
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 | 5.52 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7436
796.7 IPS |
|
Image Classification (F16)
|
100% |
7378
790.5 IPS |
|
Image Classification (I8)
|
81% |
744
79.7 IPS |
|
Image Segmentation (F32)
|
100% |
2418
14.9 IPS |
|
Image Segmentation (F16)
|
100% |
2447
15.1 IPS |
|
Image Segmentation (I8)
|
89% |
1312
8.11 IPS |
|
Pose Estimation (F32)
|
100% |
26871
108.7 IPS |
|
Pose Estimation (F16)
|
100% |
25777
104.3 IPS |
|
Pose Estimation (I8)
|
80% |
252
1.02 IPS |
|
Object Detection (F32)
|
100% |
8758
307.4 IPS |
|
Object Detection (F16)
|
100% |
9059
317.9 IPS |
|
Object Detection (I8)
|
52% |
1049
36.8 IPS |
|
Face Detection (F32)
|
100% |
11378
130.7 IPS |
|
Face Detection (F16)
|
100% |
11166
128.3 IPS |
|
Face Detection (I8)
|
75% |
992
11.4 IPS |
|
Text Classification (F32)
|
100% |
1565
618.9 IPS |
|
Text Classification (F16)
|
100% |
1629
644.3 IPS |
|
Machine Translation (F32)
|
100% |
2341
360.8 IPS |
|
Machine Translation (F16)
|
100% |
2351
362.3 IPS |