Upload Date | August 15 2024 03:23 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 18.1 |
Model | iPad14,8 |
Model ID | iPad14,8 |
Motherboard | J507AP |
CPU Information | |
---|---|
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 | 7.47 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2831
529.8 IPS |
|
Image Classification (F16)
|
100% |
11133
2.08 KIPS |
|
Image Classification (I8)
|
99% |
12040
2.25 KIPS |
|
Image Segmentation (F32)
|
100% |
1350
22.5 IPS |
|
Image Segmentation (F16)
|
100% |
1862
31.1 IPS |
|
Image Segmentation (I8)
|
100% |
1859
31.1 IPS |
|
Pose Estimation (F32)
|
100% |
21289
25.8 IPS |
|
Pose Estimation (F16)
|
100% |
95742
115.9 IPS |
|
Pose Estimation (I8)
|
100% |
96191
116.5 IPS |
|
Object Detection (F32)
|
100% |
2701
201.7 IPS |
|
Object Detection (F16)
|
100% |
5245
391.6 IPS |
|
Object Detection (I8)
|
97% |
2501
186.7 IPS |
|
Face Detection (F32)
|
100% |
8455
100.5 IPS |
|
Face Detection (F16)
|
97% |
19226
228.6 IPS |
|
Face Detection (I8)
|
96% |
19481
231.6 IPS |
|
Depth Estimation (F32)
|
100% |
15218
118.0 IPS |
|
Depth Estimation (F16)
|
100% |
52461
406.8 IPS |
|
Depth Estimation (I8)
|
37% |
49613
384.7 IPS |
|
Style Transfer (F32)
|
100% |
37434
49.2 IPS |
|
Style Transfer (F16)
|
100% |
148297
195.1 IPS |
|
Style Transfer (I8)
|
100% |
151299
199.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
6384
228.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
32860
1.17 KIPS |
|
Image Super-Resolution (I8)
|
100% |
34704
1.24 KIPS |
|
Text Classification (F32)
|
100% |
2030
2.92 KIPS |
|
Text Classification (F16)
|
100% |
3386
4.87 KIPS |
|
Text Classification (I8)
|
96% |
3377
4.85 KIPS |
|
Machine Translation (F32)
|
100% |
781
14.4 IPS |
|
Machine Translation (F16)
|
100% |
2522
46.4 IPS |
|
Machine Translation (I8)
|
99% |
542
9.97 IPS |