Upload Date | May 03 2024 05:13 PM |
Views | 8 |
System Information | |
---|---|
Operating System | iOS 16.1 |
Model | iPad14,6 |
Model ID | iPad14,6 |
Motherboard | J621AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.49 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 | 15.33 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3369
630.5 IPS |
|
Image Classification (F16)
|
100% |
7547
1.41 KIPS |
|
Image Classification (I8)
|
99% |
7536
1.41 KIPS |
|
Image Segmentation (F32)
|
100% |
927
15.5 IPS |
|
Image Segmentation (F16)
|
100% |
3859
64.4 IPS |
|
Image Segmentation (I8)
|
100% |
3849
64.3 IPS |
|
Pose Estimation (F32)
|
100% |
23691
28.7 IPS |
|
Pose Estimation (F16)
|
100% |
90525
109.6 IPS |
|
Pose Estimation (I8)
|
100% |
91452
110.7 IPS |
|
Object Detection (F32)
|
100% |
3005
224.3 IPS |
|
Object Detection (F16)
|
100% |
5613
419.0 IPS |
|
Object Detection (I8)
|
97% |
2959
220.9 IPS |
|
Face Detection (F32)
|
100% |
9600
114.2 IPS |
|
Face Detection (F16)
|
97% |
13280
157.9 IPS |
|
Face Detection (I8)
|
96% |
13286
158.0 IPS |
|
Depth Estimation (F32)
|
100% |
15839
122.8 IPS |
|
Depth Estimation (F16)
|
100% |
40611
314.9 IPS |
|
Depth Estimation (I8)
|
99% |
41807
324.2 IPS |
|
Style Transfer (F32)
|
100% |
40707
53.5 IPS |
|
Style Transfer (F16)
|
100% |
105580
138.9 IPS |
|
Style Transfer (I8)
|
100% |
103629
136.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
9200
328.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
15130
540.4 IPS |
|
Image Super-Resolution (I8)
|
100% |
15227
543.8 IPS |
|
Text Classification (F32)
|
100% |
979
1.41 KIPS |
|
Text Classification (F16)
|
100% |
1369
1.97 KIPS |
|
Text Classification (I8)
|
96% |
1394
2.00 KIPS |
|
Machine Translation (F32)
|
100% |
1502
27.6 IPS |
|
Machine Translation (F16)
|
100% |
2409
44.3 IPS |
|
Machine Translation (I8)
|
99% |
1615
29.7 IPS |