Upload Date | October 09 2024 09:55 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
Model | iPhone XS |
Model ID | iPhone11,2 |
Motherboard | D321AP |
CPU Information | |
---|---|
Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 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 | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.69 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
259
48.5 IPS |
|
Image Classification (F16)
|
100% |
287
53.7 IPS |
|
Image Classification (I8)
|
99% |
295
55.3 IPS |
|
Image Segmentation (F32)
|
100% |
229
3.82 IPS |
|
Image Segmentation (F16)
|
100% |
254
4.24 IPS |
|
Image Segmentation (I8)
|
100% |
254
4.24 IPS |
|
Pose Estimation (F32)
|
100% |
1745
2.11 IPS |
|
Pose Estimation (F16)
|
100% |
2326
2.82 IPS |
|
Pose Estimation (I8)
|
100% |
2312
2.80 IPS |
|
Object Detection (F32)
|
100% |
473
35.3 IPS |
|
Object Detection (F16)
|
100% |
472
35.3 IPS |
|
Object Detection (I8)
|
97% |
462
34.5 IPS |
|
Face Detection (F32)
|
100% |
2026
24.1 IPS |
|
Face Detection (F16)
|
97% |
2268
27.0 IPS |
|
Face Detection (I8)
|
96% |
2260
26.9 IPS |
|
Depth Estimation (F32)
|
100% |
1928
14.9 IPS |
|
Depth Estimation (F16)
|
100% |
2706
21.0 IPS |
|
Depth Estimation (I8)
|
99% |
2669
20.7 IPS |
|
Style Transfer (F32)
|
24% |
4722
6.21 IPS |
|
Style Transfer (F16)
|
30% |
6601
8.68 IPS |
|
Style Transfer (I8)
|
30% |
6272
8.25 IPS |
|
Image Super-Resolution (F32)
|
100% |
1034
36.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
1088
38.9 IPS |
|
Image Super-Resolution (I8)
|
100% |
1091
38.9 IPS |
|
Text Classification (F32)
|
100% |
170
244.7 IPS |
|
Text Classification (F16)
|
100% |
211
303.8 IPS |
|
Text Classification (I8)
|
96% |
210
301.8 IPS |
|
Machine Translation (F32)
|
100% |
206
3.79 IPS |
|
Machine Translation (F16)
|
100% |
204
3.76 IPS |
|
Machine Translation (I8)
|
99% |
205
3.77 IPS |