Upload Date | November 15 2023 02:15 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.0.3 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,8 |
Motherboard | J522AP |
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 | |
---|---|
Size | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1027
110.1 IPS |
|
Image Classification (F16)
|
100% |
1019
109.2 IPS |
|
Image Classification (I8)
|
81% |
419
44.9 IPS |
|
Image Segmentation (F32)
|
100% |
1365
8.43 IPS |
|
Image Segmentation (F16)
|
100% |
1364
8.42 IPS |
|
Image Segmentation (I8)
|
89% |
1544
9.54 IPS |
|
Pose Estimation (F32)
|
100% |
680
2.75 IPS |
|
Pose Estimation (F16)
|
100% |
675
2.73 IPS |
|
Pose Estimation (I8)
|
80% |
794
3.21 IPS |
|
Object Detection (F32)
|
100% |
1508
52.9 IPS |
|
Object Detection (F16)
|
100% |
1524
53.5 IPS |
|
Object Detection (I8)
|
52% |
614
21.6 IPS |
|
Face Detection (F32)
|
100% |
1766
20.3 IPS |
|
Face Detection (F16)
|
100% |
1761
20.2 IPS |
|
Face Detection (I8)
|
75% |
820
9.43 IPS |
|
Text Classification (F32)
|
100% |
719
284.4 IPS |
|
Text Classification (F16)
|
100% |
672
265.9 IPS |
|
Machine Translation (F32)
|
100% |
1886
290.7 IPS |
|
Machine Translation (F16)
|
100% |
1868
288.0 IPS |