Upload Date | September 19 2022 04:20 AM |
Views | 7 |
System Information | |
---|---|
Operating System | iOS 16.0.1 |
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 | 3.44 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 | 5.51 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7214
773.0 IPS |
|
Image Classification (F16)
|
100% |
7241
775.9 IPS |
|
Image Classification (I8)
|
81% |
746
79.9 IPS |
|
Image Segmentation (F32)
|
100% |
2551
15.8 IPS |
|
Image Segmentation (F16)
|
100% |
2539
15.7 IPS |
|
Image Segmentation (I8)
|
89% |
1360
8.40 IPS |
|
Pose Estimation (F32)
|
100% |
24899
100.8 IPS |
|
Pose Estimation (F16)
|
100% |
25091
101.5 IPS |
|
Pose Estimation (I8)
|
80% |
259
1.05 IPS |
|
Object Detection (F32)
|
100% |
8741
306.8 IPS |
|
Object Detection (F16)
|
100% |
8769
307.7 IPS |
|
Object Detection (I8)
|
52% |
1064
37.4 IPS |
|
Face Detection (F32)
|
100% |
10417
119.7 IPS |
|
Face Detection (F16)
|
100% |
10416
119.7 IPS |
|
Face Detection (I8)
|
75% |
1037
11.9 IPS |
|
Text Classification (F32)
|
100% |
1208
477.9 IPS |
|
Text Classification (F16)
|
100% |
1238
489.5 IPS |
|
Machine Translation (F32)
|
100% |
2242
345.6 IPS |
|
Machine Translation (F16)
|
100% |
2257
347.8 IPS |