Upload Date | July 06 2024 08:06 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.7.8 |
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 | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
232
43.5 IPS |
|
Image Classification (F16)
|
100% |
212
39.7 IPS |
|
Image Classification (I8)
|
99% |
209
39.2 IPS |
|
Image Segmentation (F32)
|
100% |
196
3.27 IPS |
|
Image Segmentation (F16)
|
100% |
194
3.24 IPS |
|
Image Segmentation (I8)
|
100% |
192
3.21 IPS |
|
Pose Estimation (F32)
|
100% |
910
1.10 IPS |
|
Pose Estimation (F16)
|
100% |
879
1.06 IPS |
|
Pose Estimation (I8)
|
100% |
878
1.06 IPS |
|
Object Detection (F32)
|
100% |
187
14.0 IPS |
|
Object Detection (F16)
|
100% |
213
15.9 IPS |
|
Object Detection (I8)
|
97% |
233
17.4 IPS |
|
Face Detection (F32)
|
100% |
448
5.33 IPS |
|
Face Detection (F16)
|
100% |
438
5.20 IPS |
|
Face Detection (I8)
|
99% |
438
5.21 IPS |
|
Depth Estimation (F32)
|
100% |
564
4.37 IPS |
|
Depth Estimation (F16)
|
100% |
500
3.88 IPS |
|
Depth Estimation (I8)
|
99% |
497
3.85 IPS |
|
Style Transfer (F32)
|
100% |
1385
1.82 IPS |
|
Style Transfer (F16)
|
100% |
1399
1.84 IPS |
|
Style Transfer (I8)
|
100% |
1408
1.85 IPS |
|
Image Super-Resolution (F32)
|
100% |
422
15.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
449
16.0 IPS |
|
Image Super-Resolution (I8)
|
100% |
511
18.2 IPS |
|
Text Classification (F32)
|
100% |
204
293.7 IPS |
|
Text Classification (F16)
|
100% |
213
305.5 IPS |
|
Text Classification (I8)
|
96% |
214
306.9 IPS |
|
Machine Translation (F32)
|
100% |
307
5.65 IPS |
|
Machine Translation (F16)
|
100% |
233
4.28 IPS |
|
Machine Translation (I8)
|
99% |
276
5.07 IPS |