User | richarddcrossley |
Upload Date | September 25 2024 10:58 PM |
Views | 3 |
System Information | |
---|---|
Operating System | macOS 15.0 (Build 24A335) |
Model | Mac Studio |
Model ID | Mac13,2 |
Motherboard | Mac13,2 |
CPU Information | |
---|---|
Name | Apple M1 Ultra |
Topology | 1 Processor, 20 Cores |
Identifier | Apple M1 Ultra |
Base Frequency | 3.21 GHz |
Cluster 1 | 16 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% |
1256
235.0 IPS |
|
Image Classification (F16)
|
100% |
1884
352.5 IPS |
|
Image Classification (I8)
|
99% |
1881
351.9 IPS |
|
Image Segmentation (F32)
|
100% |
882
14.7 IPS |
|
Image Segmentation (F16)
|
100% |
1083
18.1 IPS |
|
Image Segmentation (I8)
|
100% |
1076
18.0 IPS |
|
Pose Estimation (F32)
|
100% |
15756
19.1 IPS |
|
Pose Estimation (F16)
|
100% |
28472
34.5 IPS |
|
Pose Estimation (I8)
|
100% |
26955
32.6 IPS |
|
Object Detection (F32)
|
100% |
1449
108.2 IPS |
|
Object Detection (F16)
|
100% |
1972
147.2 IPS |
|
Object Detection (I8)
|
97% |
1446
107.9 IPS |
|
Face Detection (F32)
|
100% |
3319
39.5 IPS |
|
Face Detection (F16)
|
97% |
5143
61.2 IPS |
|
Face Detection (I8)
|
97% |
5060
60.2 IPS |
|
Depth Estimation (F32)
|
100% |
6125
47.5 IPS |
|
Depth Estimation (F16)
|
100% |
11070
85.8 IPS |
|
Depth Estimation (I8)
|
99% |
10974
85.1 IPS |
|
Style Transfer (F32)
|
100% |
23851
31.4 IPS |
|
Style Transfer (F16)
|
100% |
38762
51.0 IPS |
|
Style Transfer (I8)
|
100% |
38736
51.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
4522
161.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
6891
246.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
6874
245.5 IPS |
|
Text Classification (F32)
|
100% |
2104
3.02 KIPS |
|
Text Classification (F16)
|
100% |
3519
5.06 KIPS |
|
Text Classification (I8)
|
96% |
3534
5.08 KIPS |
|
Machine Translation (F32)
|
100% |
1222
22.5 IPS |
|
Machine Translation (F16)
|
100% |
1415
26.0 IPS |
|
Machine Translation (I8)
|
99% |
1243
22.9 IPS |