Upload Date | August 16 2024 09:18 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 18.1 |
Model | iPad14,10 |
Model ID | iPad14,10 |
Motherboard | J537AP |
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 | 7.45 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2913
545.1 IPS |
|
Image Classification (F16)
|
100% |
10797
2.02 KIPS |
|
Image Classification (I8)
|
99% |
11983
2.24 KIPS |
|
Image Segmentation (F32)
|
100% |
1349
22.5 IPS |
|
Image Segmentation (F16)
|
100% |
1792
29.9 IPS |
|
Image Segmentation (I8)
|
100% |
1605
26.8 IPS |
|
Pose Estimation (F32)
|
100% |
21553
26.1 IPS |
|
Pose Estimation (F16)
|
100% |
89756
108.7 IPS |
|
Pose Estimation (I8)
|
100% |
97577
118.2 IPS |
|
Object Detection (F32)
|
100% |
1947
145.3 IPS |
|
Object Detection (F16)
|
100% |
5160
385.2 IPS |
|
Object Detection (I8)
|
97% |
2488
185.8 IPS |
|
Face Detection (F32)
|
100% |
8537
101.5 IPS |
|
Face Detection (F16)
|
97% |
17276
205.4 IPS |
|
Face Detection (I8)
|
96% |
19023
226.2 IPS |
|
Depth Estimation (F32)
|
100% |
15223
118.1 IPS |
|
Depth Estimation (F16)
|
100% |
61462
476.6 IPS |
|
Depth Estimation (I8)
|
37% |
69600
539.7 IPS |
|
Style Transfer (F32)
|
100% |
37532
49.4 IPS |
|
Style Transfer (F16)
|
100% |
145102
190.9 IPS |
|
Style Transfer (I8)
|
100% |
145521
191.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
7938
283.5 IPS |
|
Image Super-Resolution (F16)
|
0
|
||
Image Super-Resolution (I8)
|
100% |
33600
1.20 KIPS |
|
Text Classification (F32)
|
100% |
2062
2.96 KIPS |
|
Text Classification (F16)
|
100% |
3394
4.88 KIPS |
|
Text Classification (I8)
|
96% |
3433
4.93 KIPS |
|
Machine Translation (F32)
|
4% |
812
14.9 IPS |
|
Machine Translation (F16)
|
4% |
1970
36.3 IPS |
|
Machine Translation (I8)
|
4% |
736
13.5 IPS |