User | idanbo |
Upload Date | May 21 2021 05:16 AM |
Views | 20 |
Notes | iPad Pro 12.9-inch (5th generation) with Wi-Fi + Cellular/512GB |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
Model | iPad13,10 |
Model ID | iPad13,10 |
Motherboard | J523AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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 | 7.22 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4044
433.2 IPS |
|
Image Classification (F16)
|
100% |
5899
632.1 IPS |
|
Image Classification (I8)
|
81% |
690
73.9 IPS |
|
Image Segmentation (F32)
|
100% |
8138
50.3 IPS |
|
Image Segmentation (F16)
|
100% |
11835
73.1 IPS |
|
Image Segmentation (I8)
|
89% |
1247
7.70 IPS |
|
Pose Estimation (F32)
|
100% |
2869
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6813
27.6 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
3823
134.2 IPS |
|
Object Detection (F16)
|
100% |
3441
120.7 IPS |
|
Object Detection (I8)
|
52% |
973
34.1 IPS |
|
Face Detection (F32)
|
100% |
7069
81.2 IPS |
|
Face Detection (F16)
|
97% |
12658
145.4 IPS |
|
Face Detection (I8)
|
75% |
947
10.9 IPS |
|
Text Classification (F32)
|
100% |
3390
1.34 KIPS |
|
Text Classification (F16)
|
100% |
3836
1.52 KIPS |
|
Machine Translation (F32)
|
100% |
1839
283.4 IPS |
|
Machine Translation (F16)
|
100% |
1842
283.9 IPS |