Upload Date | August 15 2024 06:06 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.6 (Build 23G80) |
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 | 4.05 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 | 64.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1700
318.2 IPS |
|
Image Classification (F16)
|
100% |
2001
374.5 IPS |
|
Image Classification (I8)
|
99% |
2000
374.3 IPS |
|
Image Segmentation (F32)
|
100% |
1113
18.6 IPS |
|
Image Segmentation (F16)
|
100% |
1075
17.9 IPS |
|
Image Segmentation (I8)
|
100% |
1072
17.9 IPS |
|
Pose Estimation (F32)
|
100% |
8380
10.1 IPS |
|
Pose Estimation (F16)
|
100% |
16506
20.0 IPS |
|
Pose Estimation (I8)
|
100% |
16460
19.9 IPS |
|
Object Detection (F32)
|
100% |
1721
128.5 IPS |
|
Object Detection (F16)
|
100% |
2294
171.2 IPS |
|
Object Detection (I8)
|
97% |
1740
129.9 IPS |
|
Face Detection (F32)
|
100% |
3460
41.1 IPS |
|
Face Detection (F16)
|
97% |
5025
59.7 IPS |
|
Face Detection (I8)
|
97% |
5057
60.1 IPS |
|
Depth Estimation (F32)
|
100% |
6739
52.3 IPS |
|
Depth Estimation (F16)
|
100% |
9758
75.7 IPS |
|
Depth Estimation (I8)
|
99% |
9727
75.4 IPS |
|
Style Transfer (F32)
|
100% |
19776
26.0 IPS |
|
Style Transfer (F16)
|
100% |
29048
38.2 IPS |
|
Style Transfer (I8)
|
100% |
28997
38.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
5117
182.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
5719
204.3 IPS |
|
Image Super-Resolution (I8)
|
100% |
5712
204.0 IPS |
|
Text Classification (F32)
|
100% |
2515
3.61 KIPS |
|
Text Classification (F16)
|
100% |
4216
6.06 KIPS |
|
Text Classification (I8)
|
96% |
4222
6.07 KIPS |
|
Machine Translation (F32)
|
100% |
1425
26.2 IPS |
|
Machine Translation (F16)
|
100% |
1767
32.5 IPS |
|
Machine Translation (I8)
|
99% |
1440
26.5 IPS |