Upload Date | September 10 2024 05:11 AM |
Views | 2 |
System Information | |
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Operating System | iOS 14.6 |
Model | iPad Pro (10.5-inch) |
Model ID | iPad7,4 |
Motherboard | J208AP |
CPU Information | |
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Name | Apple A10X Fusion |
Topology | 1 Processor, 3 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
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Size | 3.91 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1119
119.9 IPS |
|
Image Classification (F16)
|
100% |
1588
170.1 IPS |
|
Image Classification (I8)
|
81% |
320
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
2892
17.9 IPS |
|
Image Segmentation (F16)
|
100% |
4983
30.8 IPS |
|
Image Segmentation (I8)
|
89% |
555
3.43 IPS |
|
Pose Estimation (F32)
|
100% |
829
3.35 IPS |
|
Pose Estimation (F16)
|
100% |
2250
9.10 IPS |
|
Pose Estimation (I8)
|
80% |
84
0.34 IPS |
|
Object Detection (F32)
|
100% |
1312
46.0 IPS |
|
Object Detection (F16)
|
100% |
1914
67.2 IPS |
|
Object Detection (I8)
|
52% |
305
10.7 IPS |
|
Face Detection (F32)
|
100% |
2074
23.8 IPS |
|
Face Detection (F16)
|
97% |
4277
49.1 IPS |
|
Face Detection (I8)
|
75% |
283
3.25 IPS |
|
Text Classification (F32)
|
100% |
616
243.7 IPS |
|
Text Classification (F16)
|
98% |
738
292.1 IPS |
|
Machine Translation (F32)
|
100% |
495
76.2 IPS |
|
Machine Translation (F16)
|
100% |
502
77.4 IPS |