Upload Date | May 08 2024 05:15 PM |
Views | 30 |
System Information | |
---|---|
Operating System | iOS 17.5 |
Model | iPad16,6 |
Model ID | iPad16,6 |
Motherboard | J721AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 10 Cores |
Identifier | ARM |
Base Frequency | 4.40 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 6 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 | 15.05 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4154
777.3 IPS |
|
Image Classification (F16)
|
100% |
4454
833.5 IPS |
|
Image Classification (I8)
|
99% |
4067
761.1 IPS |
|
Image Segmentation (F32)
|
100% |
2004
33.5 IPS |
|
Image Segmentation (F16)
|
100% |
2234
37.3 IPS |
|
Image Segmentation (I8)
|
100% |
2219
37.1 IPS |
|
Pose Estimation (F32)
|
100% |
27115
32.8 IPS |
|
Pose Estimation (F16)
|
100% |
28861
34.9 IPS |
|
Pose Estimation (I8)
|
100% |
28045
34.0 IPS |
|
Object Detection (F32)
|
100% |
3648
272.4 IPS |
|
Object Detection (F16)
|
100% |
3929
293.3 IPS |
|
Object Detection (I8)
|
97% |
3407
254.4 IPS |
|
Face Detection (F32)
|
100% |
11412
135.7 IPS |
|
Face Detection (F16)
|
98% |
14144
168.2 IPS |
|
Face Detection (I8)
|
97% |
13696
162.8 IPS |
|
Depth Estimation (F32)
|
100% |
19716
152.9 IPS |
|
Depth Estimation (F16)
|
100% |
22186
172.0 IPS |
|
Depth Estimation (I8)
|
37% |
19999
155.1 IPS |
|
Style Transfer (F32)
|
100% |
55342
72.8 IPS |
|
Style Transfer (F16)
|
100% |
65225
85.8 IPS |
|
Style Transfer (I8)
|
100% |
64735
85.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
9088
324.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
8956
319.8 IPS |
|
Image Super-Resolution (I8)
|
100% |
8019
286.4 IPS |
|
Text Classification (F32)
|
100% |
1515
2.18 KIPS |
|
Text Classification (F16)
|
100% |
1606
2.31 KIPS |
|
Text Classification (I8)
|
96% |
1221
1.75 KIPS |
|
Machine Translation (F32)
|
100% |
1090
20.1 IPS |
|
Machine Translation (F16)
|
100% |
1126
20.7 IPS |
|
Machine Translation (I8)
|
99% |
905
16.7 IPS |