Upload Date | August 13 2023 09:19 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.5.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,8 |
Motherboard | J522AP |
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% |
2192
234.9 IPS |
|
Image Classification (F16)
|
100% |
3646
390.7 IPS |
|
Image Classification (I8)
|
81% |
140
15.0 IPS |
|
Image Segmentation (F32)
|
100% |
7333
45.3 IPS |
|
Image Segmentation (F16)
|
100% |
10433
64.4 IPS |
|
Image Segmentation (I8)
|
89% |
336
2.08 IPS |
|
Pose Estimation (F32)
|
100% |
2465
9.97 IPS |
|
Pose Estimation (F16)
|
100% |
5951
24.1 IPS |
|
Pose Estimation (I8)
|
80% |
32
0.13 IPS |
|
Object Detection (F32)
|
100% |
1058
37.1 IPS |
|
Object Detection (F16)
|
100% |
1524
53.5 IPS |
|
Object Detection (I8)
|
52% |
127
4.47 IPS |
|
Face Detection (F32)
|
100% |
6008
69.0 IPS |
|
Face Detection (F16)
|
97% |
10714
123.1 IPS |
|
Face Detection (I8)
|
75% |
743
8.54 IPS |
|
Text Classification (F32)
|
100% |
2798
1.11 KIPS |
|
Text Classification (F16)
|
100% |
3305
1.31 KIPS |
|
Machine Translation (F32)
|
100% |
1475
227.4 IPS |
|
Machine Translation (F16)
|
100% |
1463
225.5 IPS |