Upload Date | September 17 2021 12:43 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 | |
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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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1121
120.1 IPS |
|
Image Classification (F16)
|
100% |
1978
212.0 IPS |
|
Image Classification (I8)
|
81% |
335
35.9 IPS |
|
Image Segmentation (F32)
|
100% |
2914
18.0 IPS |
|
Image Segmentation (F16)
|
100% |
5110
31.6 IPS |
|
Image Segmentation (I8)
|
89% |
611
3.77 IPS |
|
Pose Estimation (F32)
|
100% |
841
3.40 IPS |
|
Pose Estimation (F16)
|
100% |
2261
9.15 IPS |
|
Pose Estimation (I8)
|
80% |
132
0.53 IPS |
|
Object Detection (F32)
|
100% |
1461
51.3 IPS |
|
Object Detection (F16)
|
100% |
2260
79.3 IPS |
|
Object Detection (I8)
|
52% |
479
16.8 IPS |
|
Face Detection (F32)
|
100% |
2578
29.6 IPS |
|
Face Detection (F16)
|
97% |
4681
53.8 IPS |
|
Face Detection (I8)
|
75% |
444
5.10 IPS |
|
Text Classification (F32)
|
100% |
605
239.3 IPS |
|
Text Classification (F16)
|
98% |
757
299.5 IPS |
|
Machine Translation (F32)
|
100% |
754
116.1 IPS |
|
Machine Translation (F16)
|
100% |
752
115.9 IPS |