Upload Date | June 11 2021 03:43 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad13,8 |
Model ID | iPad13,8 |
Motherboard | J522AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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 | 7.22 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5575
597.4 IPS |
|
Image Classification (F16)
|
100% |
5565
596.3 IPS |
|
Image Classification (I8)
|
81% |
681
73.0 IPS |
|
Image Segmentation (F32)
|
100% |
1940
12.0 IPS |
|
Image Segmentation (F16)
|
100% |
1941
12.0 IPS |
|
Image Segmentation (I8)
|
89% |
1246
7.69 IPS |
|
Pose Estimation (F32)
|
100% |
18992
76.8 IPS |
|
Pose Estimation (F16)
|
100% |
19010
76.9 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
7090
248.8 IPS |
|
Object Detection (F16)
|
100% |
6911
242.5 IPS |
|
Object Detection (I8)
|
52% |
967
33.9 IPS |
|
Face Detection (F32)
|
100% |
7280
83.6 IPS |
|
Face Detection (F16)
|
100% |
7265
83.5 IPS |
|
Face Detection (I8)
|
75% |
948
10.9 IPS |
|
Text Classification (F32)
|
100% |
996
394.0 IPS |
|
Text Classification (F16)
|
100% |
1018
402.5 IPS |
|
Machine Translation (F32)
|
100% |
1839
283.3 IPS |
|
Machine Translation (F16)
|
100% |
1893
291.7 IPS |