Upload Date | September 27 2024 04:57 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% |
881
164.9 IPS |
|
Image Classification (F16)
|
100% |
906
169.6 IPS |
|
Image Classification (I8)
|
99% |
913
170.9 IPS |
|
Image Segmentation (F32)
|
100% |
624
10.4 IPS |
|
Image Segmentation (F16)
|
100% |
569
9.50 IPS |
|
Image Segmentation (I8)
|
100% |
573
9.57 IPS |
|
Pose Estimation (F32)
|
100% |
5491
6.65 IPS |
|
Pose Estimation (F16)
|
100% |
9640
11.7 IPS |
|
Pose Estimation (I8)
|
100% |
9555
11.6 IPS |
|
Object Detection (F32)
|
100% |
1024
76.5 IPS |
|
Object Detection (F16)
|
100% |
1043
77.8 IPS |
|
Object Detection (I8)
|
97% |
1031
77.0 IPS |
|
Face Detection (F32)
|
100% |
1775
21.1 IPS |
|
Face Detection (F16)
|
100% |
1627
19.3 IPS |
|
Face Detection (I8)
|
99% |
1617
19.2 IPS |
|
Depth Estimation (F32)
|
100% |
3270
25.4 IPS |
|
Depth Estimation (F16)
|
99% |
3689
28.6 IPS |
|
Depth Estimation (I8)
|
99% |
3675
28.5 IPS |
|
Style Transfer (F32)
|
100% |
9916
13.0 IPS |
|
Style Transfer (F16)
|
100% |
11769
15.5 IPS |
|
Style Transfer (I8)
|
100% |
11812
15.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
2395
85.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
2569
91.7 IPS |
|
Image Super-Resolution (I8)
|
100% |
2550
91.1 IPS |
|
Text Classification (F32)
|
100% |
988
1.42 KIPS |
|
Text Classification (F16)
|
100% |
475
682.5 IPS |
|
Text Classification (I8)
|
96% |
623
895.1 IPS |
|
Machine Translation (F32)
|
100% |
1354
24.9 IPS |
|
Machine Translation (F16)
|
99% |
1793
33.0 IPS |
|
Machine Translation (I8)
|
99% |
1351
24.9 IPS |