Upload Date | December 21 2023 11:17 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.1.2 |
Model | iPhone 14 Pro Max |
Model ID | iPhone15,3 |
Motherboard | D74AP |
CPU Information | |
---|---|
Name | Apple A16 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.46 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.49 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1223
228.8 IPS |
|
Image Classification (F16)
|
100% |
1014
189.8 IPS |
|
Image Classification (I8)
|
99% |
1472
275.4 IPS |
|
Image Segmentation (F32)
|
100% |
935
15.6 IPS |
|
Image Segmentation (F16)
|
100% |
1060
17.7 IPS |
|
Image Segmentation (I8)
|
100% |
1043
17.4 IPS |
|
Pose Estimation (F32)
|
100% |
11151
13.5 IPS |
|
Pose Estimation (F16)
|
100% |
12206
14.8 IPS |
|
Pose Estimation (I8)
|
100% |
11951
14.5 IPS |
|
Object Detection (F32)
|
100% |
1368
102.1 IPS |
|
Object Detection (F16)
|
100% |
1444
107.8 IPS |
|
Object Detection (I8)
|
97% |
1387
103.6 IPS |
|
Face Detection (F32)
|
100% |
4945
58.8 IPS |
|
Face Detection (F16)
|
97% |
5471
65.1 IPS |
|
Face Detection (I8)
|
96% |
5299
63.0 IPS |
|
Depth Estimation (F32)
|
100% |
8351
64.8 IPS |
|
Depth Estimation (F16)
|
100% |
9219
71.5 IPS |
|
Depth Estimation (I8)
|
37% |
8536
66.2 IPS |
|
Style Transfer (F32)
|
100% |
20062
26.4 IPS |
|
Style Transfer (F16)
|
100% |
23653
31.1 IPS |
|
Style Transfer (I8)
|
100% |
23455
30.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
4457
159.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
4818
172.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
4240
151.4 IPS |
|
Text Classification (F32)
|
100% |
386
554.9 IPS |
|
Text Classification (F16)
|
100% |
382
549.5 IPS |
|
Text Classification (I8)
|
96% |
251
361.0 IPS |
|
Machine Translation (F32)
|
100% |
628
11.6 IPS |
|
Machine Translation (F16)
|
100% |
638
11.7 IPS |
|
Machine Translation (I8)
|
99% |
581
10.7 IPS |