Upload Date | August 23 2024 06:35 PM |
Views | 1 |
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
27.2 IPS |
|
Image Classification (F16)
|
100% |
139
26.0 IPS |
|
Image Classification (I8)
|
99% |
140
26.3 IPS |
|
Image Segmentation (F32)
|
100% |
140
2.34 IPS |
|
Image Segmentation (F16)
|
100% |
138
2.31 IPS |
|
Image Segmentation (I8)
|
100% |
139
2.31 IPS |
|
Pose Estimation (F32)
|
100% |
544
0.66 IPS |
|
Pose Estimation (F16)
|
100% |
542
0.66 IPS |
|
Pose Estimation (I8)
|
100% |
542
0.66 IPS |
|
Object Detection (F32)
|
100% |
142
10.6 IPS |
|
Object Detection (F16)
|
100% |
129
9.60 IPS |
|
Object Detection (I8)
|
97% |
154
11.5 IPS |
|
Face Detection (F32)
|
100% |
282
3.35 IPS |
|
Face Detection (F16)
|
100% |
304
3.61 IPS |
|
Face Detection (I8)
|
99% |
353
4.20 IPS |
|
Depth Estimation (F32)
|
100% |
386
3.00 IPS |
|
Depth Estimation (F16)
|
100% |
372
2.89 IPS |
|
Depth Estimation (I8)
|
99% |
367
2.85 IPS |
|
Style Transfer (F32)
|
100% |
999
1.31 IPS |
|
Style Transfer (F16)
|
100% |
946
1.24 IPS |
|
Style Transfer (I8)
|
100% |
926
1.22 IPS |
|
Image Super-Resolution (F32)
|
100% |
319
11.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
314
11.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
311
11.1 IPS |
|
Text Classification (F32)
|
100% |
142
203.7 IPS |
|
Text Classification (F16)
|
100% |
134
192.1 IPS |
|
Text Classification (I8)
|
96% |
146
210.4 IPS |
|
Machine Translation (F32)
|
100% |
239
4.40 IPS |
|
Machine Translation (F16)
|
100% |
127
2.33 IPS |
|
Machine Translation (I8)
|
99% |
194
3.58 IPS |