Upload Date | April 03 2024 04:16 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.4.1 |
Model | iPhone 12 |
Model ID | iPhone13,2 |
Motherboard | D53gAP |
CPU Information | |
---|---|
Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 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 | 3.56 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1140
213.3 IPS |
|
Image Classification (F16)
|
100% |
1302
243.5 IPS |
|
Image Classification (I8)
|
99% |
1463
273.7 IPS |
|
Image Segmentation (F32)
|
100% |
488
8.14 IPS |
|
Image Segmentation (F16)
|
100% |
511
8.54 IPS |
|
Image Segmentation (I8)
|
100% |
501
8.37 IPS |
|
Pose Estimation (F32)
|
100% |
4411
5.34 IPS |
|
Pose Estimation (F16)
|
100% |
9913
12.0 IPS |
|
Pose Estimation (I8)
|
100% |
9939
12.0 IPS |
|
Object Detection (F32)
|
100% |
1121
83.7 IPS |
|
Object Detection (F16)
|
100% |
1530
114.2 IPS |
|
Object Detection (I8)
|
97% |
1117
83.4 IPS |
|
Face Detection (F32)
|
100% |
1885
22.4 IPS |
|
Face Detection (F16)
|
97% |
3358
39.9 IPS |
|
Face Detection (I8)
|
97% |
3313
39.4 IPS |
|
Depth Estimation (F32)
|
100% |
4255
33.0 IPS |
|
Depth Estimation (F16)
|
100% |
6972
54.1 IPS |
|
Depth Estimation (I8)
|
99% |
7085
54.9 IPS |
|
Style Transfer (F32)
|
100% |
12414
16.3 IPS |
|
Style Transfer (F16)
|
100% |
20684
27.2 IPS |
|
Style Transfer (I8)
|
100% |
20657
27.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
2831
101.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
4145
148.0 IPS |
|
Image Super-Resolution (I8)
|
100% |
4189
149.6 IPS |
|
Text Classification (F32)
|
100% |
1939
2.79 KIPS |
|
Text Classification (F16)
|
100% |
2690
3.87 KIPS |
|
Text Classification (I8)
|
96% |
2678
3.85 KIPS |
|
Machine Translation (F32)
|
100% |
649
11.9 IPS |
|
Machine Translation (F16)
|
100% |
769
14.2 IPS |
|
Machine Translation (I8)
|
99% |
637
11.7 IPS |