Upload Date | May 08 2024 03:30 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.4 (Build 23E214) |
Model | Mac15,13 |
Model ID | Mac15,13 |
Motherboard | Mac15,13 |
CPU Information | |
---|---|
Name | Apple M3 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M3 |
Base Frequency | 4.05 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 4 Cores |
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 | 16.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4137
774.2 IPS |
|
Image Classification (F16)
|
100% |
7415
1.39 KIPS |
|
Image Classification (I8)
|
99% |
7992
1.50 KIPS |
|
Image Segmentation (F32)
|
100% |
1776
29.7 IPS |
|
Image Segmentation (F16)
|
100% |
2141
35.8 IPS |
|
Image Segmentation (I8)
|
100% |
2148
35.9 IPS |
|
Pose Estimation (F32)
|
100% |
23826
28.9 IPS |
|
Pose Estimation (F16)
|
100% |
96320
116.6 IPS |
|
Pose Estimation (I8)
|
100% |
98561
119.4 IPS |
|
Object Detection (F32)
|
100% |
2396
178.9 IPS |
|
Object Detection (F16)
|
100% |
4878
364.2 IPS |
|
Object Detection (I8)
|
97% |
3031
226.3 IPS |
|
Face Detection (F32)
|
100% |
10328
122.8 IPS |
|
Face Detection (F16)
|
97% |
12859
152.9 IPS |
|
Face Detection (I8)
|
96% |
12771
151.8 IPS |
|
Depth Estimation (F32)
|
100% |
15570
120.7 IPS |
|
Depth Estimation (F16)
|
100% |
45327
351.5 IPS |
|
Depth Estimation (I8)
|
37% |
49380
382.9 IPS |
|
Style Transfer (F32)
|
100% |
48948
64.4 IPS |
|
Style Transfer (F16)
|
100% |
150051
197.4 IPS |
|
Style Transfer (I8)
|
100% |
148646
195.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
6777
242.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
20009
714.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
19452
694.7 IPS |
|
Text Classification (F32)
|
100% |
554
796.2 IPS |
|
Text Classification (F16)
|
100% |
690
991.2 IPS |
|
Text Classification (I8)
|
96% |
749
1.08 KIPS |
|
Machine Translation (F32)
|
100% |
724
13.3 IPS |
|
Machine Translation (F16)
|
100% |
3346
61.6 IPS |
|
Machine Translation (I8)
|
99% |
677
12.5 IPS |