Upload Date | May 09 2024 11:35 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.4.1 |
Model | iPad Pro (11-inch, 4th generation) |
Model ID | iPad14,3 |
Motherboard | J617AP |
CPU Information | |
---|---|
Name | Apple M2 |
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 | 7.33 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3340
624.9 IPS |
|
Image Classification (F16)
|
100% |
6531
1.22 KIPS |
|
Image Classification (I8)
|
99% |
7091
1.33 KIPS |
|
Image Segmentation (F32)
|
100% |
1436
24.0 IPS |
|
Image Segmentation (F16)
|
100% |
1591
26.6 IPS |
|
Image Segmentation (I8)
|
100% |
1590
26.6 IPS |
|
Pose Estimation (F32)
|
100% |
22593
27.4 IPS |
|
Pose Estimation (F16)
|
100% |
81159
98.3 IPS |
|
Pose Estimation (I8)
|
100% |
83269
100.8 IPS |
|
Object Detection (F32)
|
100% |
2807
209.6 IPS |
|
Object Detection (F16)
|
100% |
3629
271.0 IPS |
|
Object Detection (I8)
|
97% |
2529
188.8 IPS |
|
Face Detection (F32)
|
100% |
9266
110.2 IPS |
|
Face Detection (F16)
|
97% |
10620
126.3 IPS |
|
Face Detection (I8)
|
96% |
10698
127.2 IPS |
|
Depth Estimation (F32)
|
100% |
16021
124.2 IPS |
|
Depth Estimation (F16)
|
100% |
36932
286.4 IPS |
|
Depth Estimation (I8)
|
37% |
36345
281.9 IPS |
|
Style Transfer (F32)
|
100% |
39328
51.7 IPS |
|
Style Transfer (F16)
|
100% |
131630
173.1 IPS |
|
Style Transfer (I8)
|
100% |
133297
175.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
9434
336.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
18073
645.4 IPS |
|
Image Super-Resolution (I8)
|
100% |
18199
649.9 IPS |
|
Text Classification (F32)
|
100% |
1103
1.59 KIPS |
|
Text Classification (F16)
|
100% |
743
1.07 KIPS |
|
Text Classification (I8)
|
96% |
742
1.07 KIPS |
|
Machine Translation (F32)
|
100% |
796
14.7 IPS |
|
Machine Translation (F16)
|
100% |
2609
48.0 IPS |
|
Machine Translation (I8)
|
99% |
763
14.0 IPS |