Upload Date | August 13 2023 10:37 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.6 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,4 |
Motherboard | J517AP |
CPU Information | |
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Name | Apple M1 |
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 | |
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Size | 7.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6680
715.7 IPS |
|
Image Classification (F16)
|
100% |
6707
718.6 IPS |
|
Image Classification (I8)
|
81% |
676
72.4 IPS |
|
Image Segmentation (F32)
|
100% |
2075
12.8 IPS |
|
Image Segmentation (F16)
|
100% |
2073
12.8 IPS |
|
Image Segmentation (I8)
|
89% |
1233
7.62 IPS |
|
Pose Estimation (F32)
|
100% |
18930
76.6 IPS |
|
Pose Estimation (F16)
|
100% |
19030
77.0 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.96 IPS |
|
Object Detection (F32)
|
100% |
6234
218.8 IPS |
|
Object Detection (F16)
|
100% |
6315
221.6 IPS |
|
Object Detection (I8)
|
52% |
955
33.5 IPS |
|
Face Detection (F32)
|
100% |
8656
99.4 IPS |
|
Face Detection (F16)
|
100% |
8688
99.8 IPS |
|
Face Detection (I8)
|
75% |
949
10.9 IPS |
|
Text Classification (F32)
|
100% |
1210
478.5 IPS |
|
Text Classification (F16)
|
100% |
1227
485.3 IPS |
|
Machine Translation (F32)
|
100% |
1824
281.2 IPS |
|
Machine Translation (F16)
|
100% |
1814
279.5 IPS |