User | imaginebox |
Upload Date | January 20 2024 08:06 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 17.3 |
Model | iPad14,4 |
Model ID | iPad14,4 |
Motherboard | J618AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.46 GHz |
Cluster 1 | 4 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 | 15.34 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3419
639.8 IPS |
|
Image Classification (F16)
|
100% |
3380
632.6 IPS |
|
Image Classification (I8)
|
99% |
2982
558.0 IPS |
|
Image Segmentation (F32)
|
100% |
1423
23.8 IPS |
|
Image Segmentation (F16)
|
100% |
1508
25.2 IPS |
|
Image Segmentation (I8)
|
100% |
1500
25.1 IPS |
|
Pose Estimation (F32)
|
100% |
23507
28.5 IPS |
|
Pose Estimation (F16)
|
100% |
24923
30.2 IPS |
|
Pose Estimation (I8)
|
100% |
24675
29.9 IPS |
|
Object Detection (F32)
|
100% |
2828
211.1 IPS |
|
Object Detection (F16)
|
100% |
2809
209.7 IPS |
|
Object Detection (I8)
|
97% |
2551
190.4 IPS |
|
Face Detection (F32)
|
100% |
9436
112.2 IPS |
|
Face Detection (F16)
|
97% |
10345
123.0 IPS |
|
Face Detection (I8)
|
96% |
9905
117.8 IPS |
|
Depth Estimation (F32)
|
100% |
16249
126.0 IPS |
|
Depth Estimation (F16)
|
100% |
17260
133.8 IPS |
|
Depth Estimation (I8)
|
37% |
15784
122.4 IPS |
|
Style Transfer (F32)
|
100% |
38558
50.7 IPS |
|
Style Transfer (F16)
|
100% |
42530
55.9 IPS |
|
Style Transfer (I8)
|
100% |
46607
61.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
9443
337.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
9023
322.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
7279
260.0 IPS |
|
Text Classification (F32)
|
100% |
1132
1.63 KIPS |
|
Text Classification (F16)
|
100% |
761
1.09 KIPS |
|
Text Classification (I8)
|
96% |
758
1.09 KIPS |
|
Machine Translation (F32)
|
100% |
786
14.5 IPS |
|
Machine Translation (F16)
|
100% |
793
14.6 IPS |
|
Machine Translation (I8)
|
99% |
715
13.2 IPS |