Upload Date | September 17 2021 12:24 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPad Pro (11-inch) |
Model ID | iPad8,2 |
Motherboard | J317xAP |
CPU Information | |
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Name | Apple A12X Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.57 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
648
69.4 IPS |
|
Image Classification (F16)
|
100% |
648
69.4 IPS |
|
Image Classification (I8)
|
81% |
235
25.2 IPS |
|
Image Segmentation (F32)
|
100% |
931
5.75 IPS |
|
Image Segmentation (F16)
|
100% |
931
5.75 IPS |
|
Image Segmentation (I8)
|
89% |
1200
7.41 IPS |
|
Pose Estimation (F32)
|
100% |
453
1.83 IPS |
|
Pose Estimation (F16)
|
100% |
452
1.83 IPS |
|
Pose Estimation (I8)
|
80% |
469
1.90 IPS |
|
Object Detection (F32)
|
100% |
986
34.6 IPS |
|
Object Detection (F16)
|
100% |
994
34.9 IPS |
|
Object Detection (I8)
|
52% |
440
15.4 IPS |
|
Face Detection (F32)
|
100% |
1178
13.5 IPS |
|
Face Detection (F16)
|
100% |
1178
13.5 IPS |
|
Face Detection (I8)
|
75% |
703
8.07 IPS |
|
Text Classification (F32)
|
100% |
460
181.8 IPS |
|
Text Classification (F16)
|
100% |
469
185.5 IPS |
|
Machine Translation (F32)
|
100% |
990
152.6 IPS |
|
Machine Translation (F16)
|
100% |
991
152.7 IPS |