User | M91 |
Upload Date | June 10 2023 08:28 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.6 |
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 | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.56 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
659
70.6 IPS |
|
Image Classification (F16)
|
100% |
658
70.5 IPS |
|
Image Classification (I8)
|
81% |
218
23.4 IPS |
|
Image Segmentation (F32)
|
100% |
937
5.79 IPS |
|
Image Segmentation (F16)
|
100% |
935
5.78 IPS |
|
Image Segmentation (I8)
|
89% |
1214
7.50 IPS |
|
Pose Estimation (F32)
|
100% |
425
1.72 IPS |
|
Pose Estimation (F16)
|
100% |
440
1.78 IPS |
|
Pose Estimation (I8)
|
80% |
470
1.90 IPS |
|
Object Detection (F32)
|
100% |
994
34.9 IPS |
|
Object Detection (F16)
|
100% |
994
34.9 IPS |
|
Object Detection (I8)
|
52% |
391
13.7 IPS |
|
Face Detection (F32)
|
100% |
1200
13.8 IPS |
|
Face Detection (F16)
|
100% |
1191
13.7 IPS |
|
Face Detection (I8)
|
75% |
694
7.98 IPS |
|
Text Classification (F32)
|
100% |
463
183.0 IPS |
|
Text Classification (F16)
|
100% |
461
182.5 IPS |
|
Machine Translation (F32)
|
100% |
982
151.4 IPS |
|
Machine Translation (F16)
|
100% |
983
151.4 IPS |