Upload Date | August 09 2023 02:11 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.6 |
Model | iPad14,5 |
Model ID | iPad14,5 |
Motherboard | J620AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.47 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 | 7.33 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4785
512.6 IPS |
|
Image Classification (F16)
|
100% |
6917
741.2 IPS |
|
Image Classification (I8)
|
81% |
734
78.6 IPS |
|
Image Segmentation (F32)
|
100% |
11411
70.5 IPS |
|
Image Segmentation (F16)
|
100% |
16965
104.8 IPS |
|
Image Segmentation (I8)
|
89% |
1341
8.28 IPS |
|
Pose Estimation (F32)
|
100% |
3834
15.5 IPS |
|
Pose Estimation (F16)
|
100% |
9342
37.8 IPS |
|
Pose Estimation (I8)
|
80% |
255
1.03 IPS |
|
Object Detection (F32)
|
100% |
4286
150.4 IPS |
|
Object Detection (F16)
|
100% |
5313
186.5 IPS |
|
Object Detection (I8)
|
52% |
1050
36.9 IPS |
|
Face Detection (F32)
|
100% |
9484
109.0 IPS |
|
Face Detection (F16)
|
97% |
15907
182.8 IPS |
|
Face Detection (I8)
|
75% |
1026
11.8 IPS |
|
Text Classification (F32)
|
100% |
3662
1.45 KIPS |
|
Text Classification (F16)
|
100% |
4079
1.61 KIPS |
|
Machine Translation (F32)
|
100% |
1930
297.5 IPS |
|
Machine Translation (F16)
|
100% |
1937
298.5 IPS |