Upload Date | August 30 2024 07:43 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% |
142
26.6 IPS |
|
Image Classification (F16)
|
100% |
141
26.4 IPS |
|
Image Classification (I8)
|
99% |
117
22.0 IPS |
|
Image Segmentation (F32)
|
100% |
125
2.09 IPS |
|
Image Segmentation (F16)
|
100% |
130
2.18 IPS |
|
Image Segmentation (I8)
|
100% |
132
2.20 IPS |
|
Pose Estimation (F32)
|
100% |
542
0.66 IPS |
|
Pose Estimation (F16)
|
100% |
545
0.66 IPS |
|
Pose Estimation (I8)
|
100% |
549
0.66 IPS |
|
Object Detection (F32)
|
100% |
160
12.0 IPS |
|
Object Detection (F16)
|
100% |
152
11.4 IPS |
|
Object Detection (I8)
|
97% |
144
10.8 IPS |
|
Face Detection (F32)
|
100% |
357
4.25 IPS |
|
Face Detection (F16)
|
100% |
355
4.22 IPS |
|
Face Detection (I8)
|
99% |
352
4.19 IPS |
|
Depth Estimation (F32)
|
100% |
383
2.97 IPS |
|
Depth Estimation (F16)
|
100% |
374
2.90 IPS |
|
Depth Estimation (I8)
|
99% |
366
2.84 IPS |
|
Style Transfer (F32)
|
100% |
960
1.26 IPS |
|
Style Transfer (F16)
|
100% |
965
1.27 IPS |
|
Style Transfer (I8)
|
100% |
959
1.26 IPS |
|
Image Super-Resolution (F32)
|
100% |
383
13.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
377
13.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
374
13.3 IPS |
|
Text Classification (F32)
|
100% |
144
207.5 IPS |
|
Text Classification (F16)
|
100% |
149
214.5 IPS |
|
Text Classification (I8)
|
96% |
150
215.9 IPS |
|
Machine Translation (F32)
|
100% |
252
4.64 IPS |
|
Machine Translation (F16)
|
100% |
198
3.65 IPS |
|
Machine Translation (I8)
|
99% |
254
4.68 IPS |