Upload Date | October 20 2022 01:15 PM |
Views | 16 |
System Information | |
---|---|
Operating System | iOS 16.1 |
Model | iPad13,19 |
Model ID | iPad13,19 |
Motherboard | J272AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
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 | 3.74 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2357
252.5 IPS |
|
Image Classification (F16)
|
100% |
4001
428.7 IPS |
|
Image Classification (I8)
|
81% |
643
68.9 IPS |
|
Image Segmentation (F32)
|
100% |
4419
27.3 IPS |
|
Image Segmentation (F16)
|
100% |
7471
46.1 IPS |
|
Image Segmentation (I8)
|
89% |
1172
7.24 IPS |
|
Pose Estimation (F32)
|
100% |
1402
5.67 IPS |
|
Pose Estimation (F16)
|
100% |
4598
18.6 IPS |
|
Pose Estimation (I8)
|
80% |
223
0.90 IPS |
|
Object Detection (F32)
|
100% |
2914
102.3 IPS |
|
Object Detection (F16)
|
99% |
3355
117.8 IPS |
|
Object Detection (I8)
|
52% |
907
31.8 IPS |
|
Face Detection (F32)
|
100% |
3818
43.9 IPS |
|
Face Detection (F16)
|
97% |
7645
87.8 IPS |
|
Face Detection (I8)
|
75% |
890
10.2 IPS |
|
Text Classification (F32)
|
100% |
1562
617.9 IPS |
|
Text Classification (F16)
|
98% |
1562
617.9 IPS |
|
Machine Translation (F32)
|
100% |
1632
251.6 IPS |
|
Machine Translation (F16)
|
100% |
1622
250.0 IPS |