Upload Date | September 17 2021 12:35 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% |
645
69.1 IPS |
|
Image Classification (F16)
|
100% |
646
69.2 IPS |
|
Image Classification (I8)
|
81% |
246
26.3 IPS |
|
Image Segmentation (F32)
|
100% |
929
5.74 IPS |
|
Image Segmentation (F16)
|
100% |
931
5.75 IPS |
|
Image Segmentation (I8)
|
89% |
1201
7.42 IPS |
|
Pose Estimation (F32)
|
100% |
452
1.83 IPS |
|
Pose Estimation (F16)
|
100% |
452
1.83 IPS |
|
Pose Estimation (I8)
|
80% |
464
1.88 IPS |
|
Object Detection (F32)
|
100% |
993
34.8 IPS |
|
Object Detection (F16)
|
100% |
996
34.9 IPS |
|
Object Detection (I8)
|
52% |
442
15.5 IPS |
|
Face Detection (F32)
|
100% |
1174
13.5 IPS |
|
Face Detection (F16)
|
100% |
1176
13.5 IPS |
|
Face Detection (I8)
|
75% |
723
8.30 IPS |
|
Text Classification (F32)
|
100% |
460
182.1 IPS |
|
Text Classification (F16)
|
100% |
470
186.0 IPS |
|
Machine Translation (F32)
|
100% |
989
152.4 IPS |
|
Machine Translation (F16)
|
100% |
988
152.3 IPS |