Upload Date | March 19 2023 01:57 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
Model | iPad Pro (10.5-inch) |
Model ID | iPad7,3 |
Motherboard | J207AP |
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 | 3.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
388
41.6 IPS |
|
Image Classification (F16)
|
100% |
388
41.5 IPS |
|
Image Classification (I8)
|
81% |
824
88.3 IPS |
|
Image Segmentation (F32)
|
100% |
639
3.95 IPS |
|
Image Segmentation (F16)
|
100% |
639
3.95 IPS |
|
Image Segmentation (I8)
|
89% |
1466
9.05 IPS |
|
Pose Estimation (F32)
|
100% |
266
1.08 IPS |
|
Pose Estimation (F16)
|
100% |
266
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
353
1.43 IPS |
|
Object Detection (F32)
|
100% |
659
23.1 IPS |
|
Object Detection (F16)
|
100% |
677
23.8 IPS |
|
Object Detection (I8)
|
52% |
1144
40.1 IPS |
|
Face Detection (F32)
|
100% |
847
9.73 IPS |
|
Face Detection (F16)
|
100% |
846
9.72 IPS |
|
Face Detection (I8)
|
75% |
1088
12.5 IPS |
|
Text Classification (F32)
|
100% |
645
255.2 IPS |
|
Text Classification (F16)
|
100% |
643
254.5 IPS |
|
Machine Translation (F32)
|
100% |
697
107.4 IPS |
|
Machine Translation (F16)
|
100% |
697
107.4 IPS |