Upload Date | September 10 2024 05:09 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad Pro (10.5-inch) |
Model ID | iPad7,4 |
Motherboard | J208AP |
CPU Information | |
---|---|
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 | |
---|---|
Size | 3.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
417
44.7 IPS |
|
Image Classification (F16)
|
100% |
732
78.5 IPS |
|
Image Classification (I8)
|
81% |
335
35.9 IPS |
|
Image Segmentation (F32)
|
100% |
870
5.38 IPS |
|
Image Segmentation (F16)
|
100% |
872
5.39 IPS |
|
Image Segmentation (I8)
|
89% |
614
3.79 IPS |
|
Pose Estimation (F32)
|
100% |
756
3.06 IPS |
|
Pose Estimation (F16)
|
100% |
761
3.08 IPS |
|
Pose Estimation (I8)
|
80% |
130
0.53 IPS |
|
Object Detection (F32)
|
100% |
1075
37.7 IPS |
|
Object Detection (F16)
|
100% |
1032
36.2 IPS |
|
Object Detection (I8)
|
52% |
479
16.8 IPS |
|
Face Detection (F32)
|
100% |
1602
18.4 IPS |
|
Face Detection (F16)
|
100% |
1561
17.9 IPS |
|
Face Detection (I8)
|
75% |
445
5.11 IPS |
|
Text Classification (F32)
|
98% |
154
60.9 IPS |
|
Text Classification (F16)
|
98% |
156
61.8 IPS |
|
Machine Translation (F32)
|
100% |
755
116.3 IPS |
|
Machine Translation (F16)
|
100% |
753
116.0 IPS |