Upload Date | August 23 2024 10:53 PM |
Views | 1 |
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% |
177
33.2 IPS |
|
Image Classification (F16)
|
100% |
144
26.9 IPS |
|
Image Classification (I8)
|
99% |
146
27.3 IPS |
|
Image Segmentation (F32)
|
100% |
186
3.10 IPS |
|
Image Segmentation (F16)
|
100% |
199
3.32 IPS |
|
Image Segmentation (I8)
|
100% |
198
3.31 IPS |
|
Pose Estimation (F32)
|
100% |
2368
2.87 IPS |
|
Pose Estimation (F16)
|
100% |
2617
3.17 IPS |
|
Pose Estimation (I8)
|
100% |
2482
3.01 IPS |
|
Object Detection (F32)
|
100% |
269
20.1 IPS |
|
Object Detection (F16)
|
100% |
343
25.6 IPS |
|
Object Detection (I8)
|
97% |
349
26.1 IPS |
|
Face Detection (F32)
|
100% |
994
11.8 IPS |
|
Face Detection (F16)
|
100% |
966
11.5 IPS |
|
Face Detection (I8)
|
99% |
936
11.1 IPS |
|
Depth Estimation (F32)
|
100% |
2265
17.6 IPS |
|
Depth Estimation (F16)
|
100% |
2475
19.2 IPS |
|
Depth Estimation (I8)
|
99% |
2425
18.8 IPS |
|
Style Transfer (F32)
|
100% |
4390
5.77 IPS |
|
Style Transfer (F16)
|
100% |
4804
6.32 IPS |
|
Style Transfer (I8)
|
100% |
4571
6.01 IPS |
|
Image Super-Resolution (F32)
|
100% |
900
32.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
1062
37.9 IPS |
|
Image Super-Resolution (I8)
|
100% |
1022
36.5 IPS |
|
Text Classification (F32)
|
100% |
48
68.4 IPS |
|
Text Classification (F16)
|
100% |
199
286.7 IPS |
|
Text Classification (I8)
|
96% |
200
287.9 IPS |
|
Machine Translation (F32)
|
100% |
315
5.80 IPS |
|
Machine Translation (F16)
|
100% |
192
3.54 IPS |
|
Machine Translation (I8)
|
99% |
247
4.55 IPS |