User | loismustdie1 |
Upload Date | March 22 2024 07:25 PM |
Views | 6 |
System Information | |
---|---|
Operating System | macOS 14.4 (Build 23E214) |
Model | MacBook Pro (16-inch, Nov 2023) |
Model ID | Mac15,9 |
Motherboard | Mac15,9 |
CPU Information | |
---|---|
Name | Apple M3 Max |
Topology | 1 Processor, 16 Cores |
Identifier | Apple M3 Max |
Base Frequency | 4.04 GHz |
Cluster 1 | 12 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 | 48.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6764
1.27 KIPS |
|
Image Classification (F16)
|
100% |
6730
1.26 KIPS |
|
Image Classification (I8)
|
99% |
6884
1.29 KIPS |
|
Image Segmentation (F32)
|
100% |
3078
51.4 IPS |
|
Image Segmentation (F16)
|
100% |
2489
41.6 IPS |
|
Image Segmentation (I8)
|
100% |
2488
41.5 IPS |
|
Pose Estimation (F32)
|
100% |
84170
101.9 IPS |
|
Pose Estimation (F16)
|
100% |
93003
112.6 IPS |
|
Pose Estimation (I8)
|
100% |
94968
115.0 IPS |
|
Object Detection (F32)
|
100% |
4146
309.5 IPS |
|
Object Detection (F16)
|
100% |
3872
289.1 IPS |
|
Object Detection (I8)
|
97% |
4721
352.5 IPS |
|
Face Detection (F32)
|
100% |
24436
290.6 IPS |
|
Face Detection (F16)
|
97% |
12008
142.8 IPS |
|
Face Detection (I8)
|
96% |
12084
143.7 IPS |
|
Depth Estimation (F32)
|
100% |
25759
199.8 IPS |
|
Depth Estimation (F16)
|
100% |
36488
283.0 IPS |
|
Depth Estimation (I8)
|
37% |
37757
292.8 IPS |
|
Style Transfer (F32)
|
100% |
116765
153.6 IPS |
|
Style Transfer (F16)
|
100% |
132333
174.1 IPS |
|
Style Transfer (I8)
|
100% |
141060
185.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
11862
423.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
16327
583.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
16057
573.4 IPS |
|
Text Classification (F32)
|
100% |
413
593.4 IPS |
|
Text Classification (F16)
|
100% |
2928
4.21 KIPS |
|
Text Classification (I8)
|
96% |
2822
4.06 KIPS |
|
Machine Translation (F32)
|
100% |
771
14.2 IPS |
|
Machine Translation (F16)
|
100% |
3506
64.5 IPS |
|
Machine Translation (I8)
|
99% |
775
14.3 IPS |