Upload Date | September 27 2024 12:51 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 18.0 |
Model | iPhone 11 Pro Max |
Model ID | iPhone12,5 |
Motherboard | D431AP |
CPU Information | |
---|---|
Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.66 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
721
135.0 IPS |
|
Image Classification (F16)
|
100% |
1362
254.9 IPS |
|
Image Classification (I8)
|
99% |
1359
254.4 IPS |
|
Image Segmentation (F32)
|
100% |
440
7.36 IPS |
|
Image Segmentation (F16)
|
100% |
569
9.51 IPS |
|
Image Segmentation (I8)
|
100% |
559
9.34 IPS |
|
Pose Estimation (F32)
|
100% |
3516
4.26 IPS |
|
Pose Estimation (F16)
|
100% |
6367
7.71 IPS |
|
Pose Estimation (I8)
|
100% |
6391
7.74 IPS |
|
Object Detection (F32)
|
100% |
703
52.4 IPS |
|
Object Detection (F16)
|
100% |
1352
100.9 IPS |
|
Object Detection (I8)
|
97% |
707
52.8 IPS |
|
Face Detection (F32)
|
100% |
1611
19.2 IPS |
|
Face Detection (F16)
|
97% |
3121
37.1 IPS |
|
Face Detection (I8)
|
97% |
3125
37.2 IPS |
|
Depth Estimation (F32)
|
100% |
3181
24.7 IPS |
|
Depth Estimation (F16)
|
100% |
5942
46.1 IPS |
|
Depth Estimation (I8)
|
99% |
5934
46.0 IPS |
|
Style Transfer (F32)
|
100% |
7723
10.2 IPS |
|
Style Transfer (F16)
|
100% |
13919
18.3 IPS |
|
Style Transfer (I8)
|
100% |
13278
17.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
2106
75.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
2848
101.7 IPS |
|
Image Super-Resolution (I8)
|
100% |
2855
102.0 IPS |
|
Text Classification (F32)
|
100% |
1203
1.73 KIPS |
|
Text Classification (F16)
|
100% |
2040
2.93 KIPS |
|
Text Classification (I8)
|
96% |
2233
3.21 KIPS |
|
Machine Translation (F32)
|
100% |
631
11.6 IPS |
|
Machine Translation (F16)
|
100% |
952
17.5 IPS |
|
Machine Translation (I8)
|
99% |
650
12.0 IPS |