Upload Date | August 19 2024 06:50 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.7.10 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
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 | 2.76 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
146
27.3 IPS |
|
Image Classification (F16)
|
100% |
141
26.3 IPS |
|
Image Classification (I8)
|
99% |
140
26.1 IPS |
|
Image Segmentation (F32)
|
100% |
142
2.37 IPS |
|
Image Segmentation (F16)
|
100% |
139
2.32 IPS |
|
Image Segmentation (I8)
|
100% |
140
2.34 IPS |
|
Pose Estimation (F32)
|
100% |
548
0.66 IPS |
|
Pose Estimation (F16)
|
100% |
547
0.66 IPS |
|
Pose Estimation (I8)
|
100% |
545
0.66 IPS |
|
Object Detection (F32)
|
100% |
161
12.0 IPS |
|
Object Detection (F16)
|
100% |
148
11.0 IPS |
|
Object Detection (I8)
|
97% |
161
12.0 IPS |
|
Face Detection (F32)
|
100% |
361
4.29 IPS |
|
Face Detection (F16)
|
100% |
352
4.19 IPS |
|
Face Detection (I8)
|
99% |
354
4.21 IPS |
|
Depth Estimation (F32)
|
100% |
386
3.00 IPS |
|
Depth Estimation (F16)
|
100% |
377
2.93 IPS |
|
Depth Estimation (I8)
|
99% |
367
2.85 IPS |
|
Style Transfer (F32)
|
100% |
990
1.30 IPS |
|
Style Transfer (F16)
|
100% |
952
1.25 IPS |
|
Style Transfer (I8)
|
100% |
949
1.25 IPS |
|
Image Super-Resolution (F32)
|
100% |
319
11.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
315
11.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
322
11.5 IPS |
|
Text Classification (F32)
|
100% |
142
204.6 IPS |
|
Text Classification (F16)
|
100% |
149
214.3 IPS |
|
Text Classification (I8)
|
96% |
148
213.3 IPS |
|
Machine Translation (F32)
|
100% |
255
4.69 IPS |
|
Machine Translation (F16)
|
100% |
141
2.60 IPS |
|
Machine Translation (I8)
|
99% |
213
3.91 IPS |