Upload Date | April 03 2024 02:01 AM |
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 | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
271
50.6 IPS |
|
Image Classification (F16)
|
100% |
244
45.7 IPS |
|
Image Classification (I8)
|
99% |
241
45.1 IPS |
|
Image Segmentation (F32)
|
100% |
236
3.95 IPS |
|
Image Segmentation (F16)
|
100% |
233
3.90 IPS |
|
Image Segmentation (I8)
|
100% |
233
3.89 IPS |
|
Pose Estimation (F32)
|
100% |
788
0.95 IPS |
|
Pose Estimation (F16)
|
100% |
658
0.80 IPS |
|
Pose Estimation (I8)
|
100% |
655
0.79 IPS |
|
Object Detection (F32)
|
100% |
291
21.7 IPS |
|
Object Detection (F16)
|
100% |
274
20.5 IPS |
|
Object Detection (I8)
|
97% |
296
22.1 IPS |
|
Face Detection (F32)
|
100% |
527
6.27 IPS |
|
Face Detection (F16)
|
100% |
512
6.09 IPS |
|
Face Detection (I8)
|
99% |
512
6.09 IPS |
|
Depth Estimation (F32)
|
100% |
584
4.53 IPS |
|
Depth Estimation (F16)
|
100% |
506
3.92 IPS |
|
Depth Estimation (I8)
|
99% |
489
3.79 IPS |
|
Style Transfer (F32)
|
100% |
1358
1.79 IPS |
|
Style Transfer (F16)
|
100% |
1326
1.74 IPS |
|
Style Transfer (I8)
|
100% |
1367
1.80 IPS |
|
Image Super-Resolution (F32)
|
100% |
604
21.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
602
21.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
602
21.5 IPS |
|
Text Classification (F32)
|
100% |
263
378.5 IPS |
|
Text Classification (F16)
|
100% |
306
439.5 IPS |
|
Text Classification (I8)
|
96% |
304
436.4 IPS |
|
Machine Translation (F32)
|
100% |
336
6.18 IPS |
|
Machine Translation (F16)
|
100% |
255
4.69 IPS |
|
Machine Translation (I8)
|
99% |
297
5.46 IPS |