Upload Date | September 14 2024 09:59 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 16.7.10 |
Model | iPhone 8 |
Model ID | iPhone10,1 |
Motherboard | D20AP |
CPU Information | |
---|---|
Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.93 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
181
33.8 IPS |
|
Image Classification (F16)
|
100% |
148
27.7 IPS |
|
Image Classification (I8)
|
99% |
147
27.5 IPS |
|
Image Segmentation (F32)
|
100% |
188
3.14 IPS |
|
Image Segmentation (F16)
|
100% |
200
3.34 IPS |
|
Image Segmentation (I8)
|
100% |
199
3.33 IPS |
|
Pose Estimation (F32)
|
100% |
2224
2.69 IPS |
|
Pose Estimation (F16)
|
100% |
2643
3.20 IPS |
|
Pose Estimation (I8)
|
100% |
2537
3.07 IPS |
|
Object Detection (F32)
|
100% |
280
20.9 IPS |
|
Object Detection (F16)
|
100% |
329
24.5 IPS |
|
Object Detection (I8)
|
97% |
361
27.0 IPS |
|
Face Detection (F32)
|
100% |
963
11.5 IPS |
|
Face Detection (F16)
|
100% |
987
11.7 IPS |
|
Face Detection (I8)
|
99% |
971
11.5 IPS |
|
Depth Estimation (F32)
|
100% |
2109
16.4 IPS |
|
Depth Estimation (F16)
|
100% |
2395
18.6 IPS |
|
Depth Estimation (I8)
|
99% |
2371
18.4 IPS |
|
Style Transfer (F32)
|
100% |
4431
5.83 IPS |
|
Style Transfer (F16)
|
100% |
4664
6.13 IPS |
|
Style Transfer (I8)
|
100% |
4718
6.21 IPS |
|
Image Super-Resolution (F32)
|
100% |
1009
36.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
1043
37.3 IPS |
|
Image Super-Resolution (I8)
|
100% |
1024
36.6 IPS |
|
Text Classification (F32)
|
100% |
54
77.3 IPS |
|
Text Classification (F16)
|
100% |
197
283.2 IPS |
|
Text Classification (I8)
|
96% |
200
287.4 IPS |
|
Machine Translation (F32)
|
100% |
316
5.82 IPS |
|
Machine Translation (F16)
|
100% |
204
3.76 IPS |
|
Machine Translation (I8)
|
99% |
255
4.69 IPS |