Upload Date | August 19 2024 02:30 AM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.1 (Build 24B5024e) |
Model | MacBook Pro (14-inch, 2021) |
Model ID | MacBookPro18,4 |
Motherboard | MacBookPro18,4 |
CPU Information | |
---|---|
Name | Apple M1 Max |
Topology | 1 Processor, 10 Cores |
Identifier | Apple M1 Max |
Base Frequency | 3.22 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 2 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% |
1319
246.8 IPS |
|
Image Classification (F16)
|
100% |
1996
373.6 IPS |
|
Image Classification (I8)
|
99% |
1993
372.9 IPS |
|
Image Segmentation (F32)
|
100% |
918
15.3 IPS |
|
Image Segmentation (F16)
|
100% |
1178
19.7 IPS |
|
Image Segmentation (I8)
|
100% |
1172
19.6 IPS |
|
Pose Estimation (F32)
|
100% |
10764
13.0 IPS |
|
Pose Estimation (F16)
|
100% |
20189
24.4 IPS |
|
Pose Estimation (I8)
|
100% |
19780
24.0 IPS |
|
Object Detection (F32)
|
100% |
1458
108.8 IPS |
|
Object Detection (F16)
|
100% |
2042
152.5 IPS |
|
Object Detection (I8)
|
97% |
1464
109.3 IPS |
|
Face Detection (F32)
|
100% |
3281
39.0 IPS |
|
Face Detection (F16)
|
97% |
5192
61.7 IPS |
|
Face Detection (I8)
|
97% |
5151
61.3 IPS |
|
Depth Estimation (F32)
|
100% |
5826
45.2 IPS |
|
Depth Estimation (F16)
|
100% |
10775
83.6 IPS |
|
Depth Estimation (I8)
|
99% |
10835
84.0 IPS |
|
Style Transfer (F32)
|
100% |
21832
28.7 IPS |
|
Style Transfer (F16)
|
100% |
32261
42.4 IPS |
|
Style Transfer (I8)
|
100% |
33888
44.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
4463
159.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
6335
226.2 IPS |
|
Image Super-Resolution (I8)
|
100% |
6355
227.0 IPS |
|
Text Classification (F32)
|
100% |
2072
2.98 KIPS |
|
Text Classification (F16)
|
100% |
3470
4.99 KIPS |
|
Text Classification (I8)
|
96% |
3502
5.03 KIPS |
|
Machine Translation (F32)
|
100% |
1256
23.1 IPS |
|
Machine Translation (F16)
|
100% |
1430
26.3 IPS |
|
Machine Translation (I8)
|
99% |
1248
23.0 IPS |