Upload Date | July 19 2024 04:03 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.5.1 |
Model | iPhone 11 Pro Max |
Model ID | iPhone12,5 |
Motherboard | D431AP |
CPU Information | |
---|---|
Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.66 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
277
51.9 IPS |
|
Image Classification (F16)
|
100% |
2652
496.2 IPS |
|
Image Classification (I8)
|
99% |
2616
489.5 IPS |
|
Image Segmentation (F32)
|
100% |
223
3.73 IPS |
|
Image Segmentation (F16)
|
100% |
333
5.56 IPS |
|
Image Segmentation (I8)
|
100% |
338
5.64 IPS |
|
Pose Estimation (F32)
|
100% |
2259
2.74 IPS |
|
Pose Estimation (F16)
|
100% |
27073
32.8 IPS |
|
Pose Estimation (I8)
|
100% |
25566
31.0 IPS |
|
Object Detection (F32)
|
100% |
462
34.5 IPS |
|
Object Detection (F16)
|
100% |
1210
90.3 IPS |
|
Object Detection (I8)
|
97% |
446
33.3 IPS |
|
Face Detection (F32)
|
100% |
2532
30.1 IPS |
|
Face Detection (F16)
|
98% |
4776
56.8 IPS |
|
Face Detection (I8)
|
97% |
4732
56.3 IPS |
|
Depth Estimation (F32)
|
100% |
2480
19.2 IPS |
|
Depth Estimation (F16)
|
100% |
20764
161.0 IPS |
|
Depth Estimation (I8)
|
99% |
20181
156.5 IPS |
|
Style Transfer (F32)
|
100% |
5915
7.78 IPS |
|
Style Transfer (F16)
|
100% |
18393
24.2 IPS |
|
Style Transfer (I8)
|
100% |
17723
23.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
1108
39.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
5001
178.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
4980
177.8 IPS |
|
Text Classification (F32)
|
100% |
230
330.9 IPS |
|
Text Classification (F16)
|
100% |
301
432.3 IPS |
|
Text Classification (I8)
|
96% |
300
430.7 IPS |
|
Machine Translation (F32)
|
100% |
215
3.96 IPS |
|
Machine Translation (F16)
|
100% |
210
3.87 IPS |
|
Machine Translation (I8)
|
99% |
216
3.98 IPS |