Upload Date | August 17 2024 06:03 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.6.1 |
Model | iPad14,8 |
Model ID | iPad14,8 |
Motherboard | J507AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.48 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 | 7.47 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2819
527.4 IPS |
|
Image Classification (F16)
|
100% |
6445
1.21 KIPS |
|
Image Classification (I8)
|
99% |
6742
1.26 KIPS |
|
Image Segmentation (F32)
|
100% |
1389
23.2 IPS |
|
Image Segmentation (F16)
|
100% |
1580
26.4 IPS |
|
Image Segmentation (I8)
|
100% |
1595
26.6 IPS |
|
Pose Estimation (F32)
|
100% |
20874
25.3 IPS |
|
Pose Estimation (F16)
|
100% |
81858
99.1 IPS |
|
Pose Estimation (I8)
|
100% |
84862
102.8 IPS |
|
Object Detection (F32)
|
100% |
2681
200.1 IPS |
|
Object Detection (F16)
|
100% |
3660
273.2 IPS |
|
Object Detection (I8)
|
97% |
2484
185.4 IPS |
|
Face Detection (F32)
|
100% |
8857
105.3 IPS |
|
Face Detection (F16)
|
97% |
10628
126.4 IPS |
|
Face Detection (I8)
|
96% |
10646
126.6 IPS |
|
Depth Estimation (F32)
|
100% |
14913
115.7 IPS |
|
Depth Estimation (F16)
|
100% |
38217
296.4 IPS |
|
Depth Estimation (I8)
|
37% |
35170
272.7 IPS |
|
Style Transfer (F32)
|
100% |
36625
48.2 IPS |
|
Style Transfer (F16)
|
100% |
130962
172.3 IPS |
|
Style Transfer (I8)
|
100% |
132393
174.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
5898
210.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
18318
654.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
18306
653.8 IPS |
|
Text Classification (F32)
|
100% |
1136
1.63 KIPS |
|
Text Classification (F16)
|
100% |
761
1.09 KIPS |
|
Text Classification (I8)
|
96% |
762
1.10 KIPS |
|
Machine Translation (F32)
|
100% |
651
12.0 IPS |
|
Machine Translation (F16)
|
100% |
2603
47.9 IPS |
|
Machine Translation (I8)
|
99% |
628
11.6 IPS |