Upload Date | May 15 2022 08:36 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPad Air (4th generation) |
Model ID | iPad13,1 |
Motherboard | J307AP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
610
65.3 IPS |
|
Image Classification (F16)
|
100% |
600
64.3 IPS |
|
Image Classification (I8)
|
81% |
414
44.3 IPS |
|
Image Segmentation (F32)
|
100% |
959
5.93 IPS |
|
Image Segmentation (F16)
|
100% |
952
5.88 IPS |
|
Image Segmentation (I8)
|
89% |
1386
8.56 IPS |
|
Pose Estimation (F32)
|
100% |
381
1.54 IPS |
|
Pose Estimation (F16)
|
100% |
374
1.51 IPS |
|
Pose Estimation (I8)
|
80% |
453
1.83 IPS |
|
Object Detection (F32)
|
100% |
939
32.9 IPS |
|
Object Detection (F16)
|
100% |
623
21.9 IPS |
|
Object Detection (I8)
|
52% |
542
19.0 IPS |
|
Face Detection (F32)
|
100% |
803
9.22 IPS |
|
Face Detection (F16)
|
100% |
853
9.80 IPS |
|
Face Detection (I8)
|
75% |
711
8.17 IPS |
|
Text Classification (F32)
|
100% |
1067
421.8 IPS |
|
Text Classification (F16)
|
100% |
1314
519.7 IPS |
|
Machine Translation (F32)
|
100% |
1469
226.4 IPS |
|
Machine Translation (F16)
|
100% |
1682
259.2 IPS |