Upload Date | November 24 2022 06:50 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.2 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,11 |
Motherboard | J523xAP |
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 | 15.34 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
539
57.8 IPS |
|
Image Classification (F16)
|
100% |
251
26.9 IPS |
|
Image Classification (I8)
|
81% |
180
19.3 IPS |
|
Image Segmentation (F32)
|
100% |
326
2.02 IPS |
|
Image Segmentation (F16)
|
100% |
420
2.59 IPS |
|
Image Segmentation (I8)
|
89% |
650
4.02 IPS |
|
Pose Estimation (F32)
|
100% |
190
0.77 IPS |
|
Pose Estimation (F16)
|
100% |
332
1.34 IPS |
|
Pose Estimation (I8)
|
80% |
254
1.03 IPS |
|
Object Detection (F32)
|
100% |
446
15.6 IPS |
|
Object Detection (F16)
|
100% |
454
15.9 IPS |
|
Object Detection (I8)
|
52% |
307
10.8 IPS |
|
Face Detection (F32)
|
100% |
1033
11.9 IPS |
|
Face Detection (F16)
|
100% |
597
6.86 IPS |
|
Face Detection (I8)
|
75% |
807
9.27 IPS |
|
Text Classification (F32)
|
100% |
540
213.7 IPS |
|
Text Classification (F16)
|
100% |
649
256.5 IPS |
|
Machine Translation (F32)
|
100% |
1750
269.7 IPS |
|
Machine Translation (F16)
|
100% |
1870
288.2 IPS |