Upload Date | January 01 2025 10:28 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.0.1 |
Model | iPad Pro 11-inch (2nd generation) |
Model ID | iPad8,10 |
Motherboard | J418AP |
CPU Information | |
---|---|
Name | Apple A12Z Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.57 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
645
69.1 IPS |
|
Image Classification (F16)
|
100% |
627
67.2 IPS |
|
Image Classification (I8)
|
81% |
228
24.5 IPS |
|
Image Segmentation (F32)
|
100% |
932
5.76 IPS |
|
Image Segmentation (F16)
|
100% |
933
5.76 IPS |
|
Image Segmentation (I8)
|
89% |
1202
7.42 IPS |
|
Pose Estimation (F32)
|
100% |
452
1.83 IPS |
|
Pose Estimation (F16)
|
100% |
453
1.83 IPS |
|
Pose Estimation (I8)
|
80% |
467
1.89 IPS |
|
Object Detection (F32)
|
100% |
982
34.5 IPS |
|
Object Detection (F16)
|
100% |
977
34.3 IPS |
|
Object Detection (I8)
|
52% |
439
15.4 IPS |
|
Face Detection (F32)
|
100% |
1175
13.5 IPS |
|
Face Detection (F16)
|
100% |
1175
13.5 IPS |
|
Face Detection (I8)
|
75% |
705
8.10 IPS |
|
Text Classification (F32)
|
100% |
465
183.9 IPS |
|
Text Classification (F16)
|
100% |
471
186.5 IPS |
|
Machine Translation (F32)
|
100% |
990
152.6 IPS |
|
Machine Translation (F16)
|
100% |
987
152.2 IPS |