User | Marlin97 |
Upload Date | January 19 2022 07:39 AM |
Views | 6 |
System Information | |
---|---|
Operating System | iOS 15.2.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,10 |
Motherboard | J523AP |
CPU Information | |
---|---|
Name | Apple M1 |
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 | 7.31 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4219
452.1 IPS |
|
Image Classification (F16)
|
100% |
5721
613.0 IPS |
|
Image Classification (I8)
|
81% |
683
73.2 IPS |
|
Image Segmentation (F32)
|
100% |
8100
50.0 IPS |
|
Image Segmentation (F16)
|
100% |
13133
81.1 IPS |
|
Image Segmentation (I8)
|
89% |
1233
7.61 IPS |
|
Pose Estimation (F32)
|
100% |
2857
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6554
26.5 IPS |
|
Pose Estimation (I8)
|
80% |
233
0.94 IPS |
|
Object Detection (F32)
|
100% |
3472
121.9 IPS |
|
Object Detection (F16)
|
100% |
5993
210.3 IPS |
|
Object Detection (I8)
|
52% |
963
33.8 IPS |
|
Face Detection (F32)
|
100% |
7023
80.7 IPS |
|
Face Detection (F16)
|
97% |
12133
139.4 IPS |
|
Face Detection (I8)
|
75% |
943
10.8 IPS |
|
Text Classification (F32)
|
100% |
3411
1.35 KIPS |
|
Text Classification (F16)
|
100% |
3789
1.50 KIPS |
|
Machine Translation (F32)
|
100% |
1847
284.7 IPS |
|
Machine Translation (F16)
|
100% |
1860
286.6 IPS |