Upload Date | October 14 2022 07:39 PM |
Views | 5 |
System Information | |
---|---|
Operating System | iOS 15.7 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,4 |
Motherboard | J517AP |
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 | 7.34 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4099
439.2 IPS |
|
Image Classification (F16)
|
100% |
5873
629.2 IPS |
|
Image Classification (I8)
|
81% |
688
73.8 IPS |
|
Image Segmentation (F32)
|
100% |
8187
50.6 IPS |
|
Image Segmentation (F16)
|
100% |
11678
72.1 IPS |
|
Image Segmentation (I8)
|
89% |
1256
7.76 IPS |
|
Pose Estimation (F32)
|
100% |
2869
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6841
27.7 IPS |
|
Pose Estimation (I8)
|
80% |
241
0.97 IPS |
|
Object Detection (F32)
|
100% |
3519
123.5 IPS |
|
Object Detection (F16)
|
100% |
3510
123.2 IPS |
|
Object Detection (I8)
|
52% |
985
34.6 IPS |
|
Face Detection (F32)
|
100% |
7103
81.6 IPS |
|
Face Detection (F16)
|
97% |
12498
143.6 IPS |
|
Face Detection (I8)
|
75% |
964
11.1 IPS |
|
Text Classification (F32)
|
100% |
3398
1.34 KIPS |
|
Text Classification (F16)
|
100% |
3751
1.48 KIPS |
|
Machine Translation (F32)
|
100% |
1831
282.1 IPS |
|
Machine Translation (F16)
|
100% |
1831
282.2 IPS |