Upload Date | September 17 2021 12:37 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPad Pro (12.9-inch 2nd Generation) |
Model ID | iPad7,2 |
Motherboard | J121AP |
CPU Information | |
---|---|
Name | Apple A10X Fusion |
Topology | 1 Processor, 3 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.88 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
396
42.4 IPS |
|
Image Classification (F16)
|
100% |
389
41.7 IPS |
|
Image Classification (I8)
|
81% |
815
87.3 IPS |
|
Image Segmentation (F32)
|
100% |
640
3.95 IPS |
|
Image Segmentation (F16)
|
100% |
640
3.95 IPS |
|
Image Segmentation (I8)
|
89% |
1479
9.13 IPS |
|
Pose Estimation (F32)
|
100% |
266
1.08 IPS |
|
Pose Estimation (F16)
|
100% |
266
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
354
1.43 IPS |
|
Object Detection (F32)
|
100% |
658
23.1 IPS |
|
Object Detection (F16)
|
100% |
687
24.1 IPS |
|
Object Detection (I8)
|
52% |
1150
40.4 IPS |
|
Face Detection (F32)
|
100% |
847
9.73 IPS |
|
Face Detection (F16)
|
100% |
848
9.74 IPS |
|
Face Detection (I8)
|
75% |
1129
13.0 IPS |
|
Text Classification (F32)
|
100% |
695
274.8 IPS |
|
Text Classification (F16)
|
100% |
693
274.1 IPS |
|
Machine Translation (F32)
|
100% |
753
116.1 IPS |
|
Machine Translation (F16)
|
100% |
752
115.9 IPS |