Upload Date | September 25 2024 02:36 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
Model | iPhone 14 |
Model ID | iPhone14,7 |
Motherboard | D27AP |
CPU Information | |
---|---|
Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 4 Cores |
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 | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
949
177.5 IPS |
|
Image Classification (F16)
|
100% |
916
171.4 IPS |
|
Image Classification (I8)
|
99% |
910
170.3 IPS |
|
Image Segmentation (F32)
|
100% |
611
10.2 IPS |
|
Image Segmentation (F16)
|
100% |
562
9.38 IPS |
|
Image Segmentation (I8)
|
100% |
538
8.98 IPS |
|
Pose Estimation (F32)
|
100% |
5331
6.46 IPS |
|
Pose Estimation (F16)
|
100% |
9597
11.6 IPS |
|
Pose Estimation (I8)
|
100% |
9519
11.5 IPS |
|
Object Detection (F32)
|
100% |
1009
75.3 IPS |
|
Object Detection (F16)
|
100% |
1026
76.6 IPS |
|
Object Detection (I8)
|
97% |
1038
77.5 IPS |
|
Face Detection (F32)
|
100% |
1706
20.3 IPS |
|
Face Detection (F16)
|
100% |
1553
18.5 IPS |
|
Face Detection (I8)
|
99% |
1524
18.1 IPS |
|
Depth Estimation (F32)
|
100% |
3213
24.9 IPS |
|
Depth Estimation (F16)
|
99% |
3656
28.3 IPS |
|
Depth Estimation (I8)
|
99% |
3505
27.2 IPS |
|
Style Transfer (F32)
|
100% |
9841
12.9 IPS |
|
Style Transfer (F16)
|
100% |
11560
15.2 IPS |
|
Style Transfer (I8)
|
100% |
11706
15.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
2359
84.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
2552
91.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
2548
91.0 IPS |
|
Text Classification (F32)
|
100% |
1002
1.44 KIPS |
|
Text Classification (F16)
|
100% |
466
669.6 IPS |
|
Text Classification (I8)
|
96% |
642
923.1 IPS |
|
Machine Translation (F32)
|
100% |
1350
24.8 IPS |
|
Machine Translation (F16)
|
99% |
1748
32.2 IPS |
|
Machine Translation (I8)
|
99% |
1340
24.7 IPS |