Upload Date | June 17 2024 04:29 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPhone 14 Pro |
Model ID | iPhone15,2 |
Motherboard | D73AP |
CPU Information | |
---|---|
Name | Apple A16 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.46 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 | 5.50 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1444
270.2 IPS |
|
Image Classification (F16)
|
100% |
1853
346.7 IPS |
|
Image Classification (I8)
|
99% |
1873
350.4 IPS |
|
Image Segmentation (F32)
|
100% |
800
13.4 IPS |
|
Image Segmentation (F16)
|
100% |
804
13.4 IPS |
|
Image Segmentation (I8)
|
100% |
799
13.3 IPS |
|
Pose Estimation (F32)
|
100% |
6368
7.71 IPS |
|
Pose Estimation (F16)
|
100% |
14078
17.0 IPS |
|
Pose Estimation (I8)
|
100% |
14168
17.2 IPS |
|
Object Detection (F32)
|
100% |
1454
108.6 IPS |
|
Object Detection (F16)
|
100% |
1991
148.6 IPS |
|
Object Detection (I8)
|
97% |
1449
108.1 IPS |
|
Face Detection (F32)
|
100% |
2776
33.0 IPS |
|
Face Detection (F16)
|
97% |
4409
52.4 IPS |
|
Face Detection (I8)
|
97% |
4401
52.3 IPS |
|
Depth Estimation (F32)
|
100% |
5593
43.4 IPS |
|
Depth Estimation (F16)
|
100% |
8636
67.0 IPS |
|
Depth Estimation (I8)
|
99% |
8651
67.1 IPS |
|
Style Transfer (F32)
|
100% |
17354
22.8 IPS |
|
Style Transfer (F16)
|
100% |
26354
34.7 IPS |
|
Style Transfer (I8)
|
100% |
26371
34.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
4037
144.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
5010
178.9 IPS |
|
Image Super-Resolution (I8)
|
100% |
4909
175.3 IPS |
|
Text Classification (F32)
|
100% |
2379
3.42 KIPS |
|
Text Classification (F16)
|
100% |
3932
5.65 KIPS |
|
Text Classification (I8)
|
96% |
3958
5.69 KIPS |
|
Machine Translation (F32)
|
100% |
1231
22.7 IPS |
|
Machine Translation (F16)
|
100% |
1557
28.6 IPS |
|
Machine Translation (I8)
|
99% |
1220
22.4 IPS |