Upload Date | May 09 2024 02:34 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.4.1 |
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 | 5.54 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1384
258.9 IPS |
|
Image Classification (F16)
|
100% |
1741
325.8 IPS |
|
Image Classification (I8)
|
99% |
1741
325.9 IPS |
|
Image Segmentation (F32)
|
100% |
818
13.7 IPS |
|
Image Segmentation (F16)
|
100% |
809
13.5 IPS |
|
Image Segmentation (I8)
|
100% |
811
13.5 IPS |
|
Pose Estimation (F32)
|
100% |
5533
6.70 IPS |
|
Pose Estimation (F16)
|
100% |
13511
16.4 IPS |
|
Pose Estimation (I8)
|
100% |
13478
16.3 IPS |
|
Object Detection (F32)
|
100% |
1367
102.0 IPS |
|
Object Detection (F16)
|
100% |
1856
138.6 IPS |
|
Object Detection (I8)
|
97% |
1378
102.9 IPS |
|
Face Detection (F32)
|
100% |
2423
28.8 IPS |
|
Face Detection (F16)
|
97% |
3881
46.2 IPS |
|
Face Detection (I8)
|
97% |
3884
46.2 IPS |
|
Depth Estimation (F32)
|
100% |
4821
37.4 IPS |
|
Depth Estimation (F16)
|
100% |
8138
63.1 IPS |
|
Depth Estimation (I8)
|
99% |
8167
63.3 IPS |
|
Style Transfer (F32)
|
100% |
16156
21.3 IPS |
|
Style Transfer (F16)
|
100% |
25075
33.0 IPS |
|
Style Transfer (I8)
|
100% |
25061
33.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
3745
133.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
4876
174.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
4850
173.2 IPS |
|
Text Classification (F32)
|
100% |
2186
3.14 KIPS |
|
Text Classification (F16)
|
100% |
3111
4.47 KIPS |
|
Text Classification (I8)
|
96% |
3119
4.48 KIPS |
|
Machine Translation (F32)
|
100% |
1152
21.2 IPS |
|
Machine Translation (F16)
|
100% |
1344
24.7 IPS |
|
Machine Translation (I8)
|
99% |
1090
20.1 IPS |