Upload Date | May 09 2024 08:06 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 | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1498
280.4 IPS |
|
Image Classification (F16)
|
100% |
1894
354.4 IPS |
|
Image Classification (I8)
|
99% |
1893
354.2 IPS |
|
Image Segmentation (F32)
|
100% |
789
13.2 IPS |
|
Image Segmentation (F16)
|
100% |
787
13.1 IPS |
|
Image Segmentation (I8)
|
100% |
783
13.1 IPS |
|
Pose Estimation (F32)
|
100% |
5896
7.14 IPS |
|
Pose Estimation (F16)
|
100% |
13985
16.9 IPS |
|
Pose Estimation (I8)
|
100% |
13993
16.9 IPS |
|
Object Detection (F32)
|
100% |
1478
110.4 IPS |
|
Object Detection (F16)
|
100% |
2004
149.6 IPS |
|
Object Detection (I8)
|
97% |
1482
110.6 IPS |
|
Face Detection (F32)
|
100% |
2838
33.7 IPS |
|
Face Detection (F16)
|
97% |
4364
51.9 IPS |
|
Face Detection (I8)
|
97% |
4352
51.8 IPS |
|
Depth Estimation (F32)
|
100% |
5357
41.5 IPS |
|
Depth Estimation (F16)
|
100% |
8581
66.5 IPS |
|
Depth Estimation (I8)
|
99% |
8628
66.9 IPS |
|
Style Transfer (F32)
|
100% |
16934
22.3 IPS |
|
Style Transfer (F16)
|
100% |
26463
34.8 IPS |
|
Style Transfer (I8)
|
100% |
26408
34.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
3730
133.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
4885
174.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
4846
173.1 IPS |
|
Text Classification (F32)
|
100% |
2113
3.04 KIPS |
|
Text Classification (F16)
|
100% |
2933
4.21 KIPS |
|
Text Classification (I8)
|
96% |
2961
4.26 KIPS |
|
Machine Translation (F32)
|
100% |
1272
23.4 IPS |
|
Machine Translation (F16)
|
100% |
1534
28.2 IPS |
|
Machine Translation (I8)
|
99% |
1248
23.0 IPS |