tkonolige commented on pull request #59:
URL: https://github.com/apache/tvm-rfcs/pull/59#issuecomment-1061214817
I ran with and without tophub on a selection of models in
`tvm.relay.testing`:
```
resnet
With Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
0.5029 0.1609 1.1974 0.1431 0.4449
Without Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
0.0885 0.0842 0.1020 0.0823 0.0072
densenet
With Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
1.7610 1.9728 1.9733 0.9131 0.4239
Without Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
4.3721 5.5795 5.5805 0.5085 1.9678
inception_v3
With Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
4.5442 6.2537 6.2550 0.3917 2.3228
Without Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
43.6982 64.7263 64.9195 0.3586 26.9297
mlp
With Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
0.0184 0.0185 0.0197 0.0172 0.0010
Without Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
0.0154 0.0152 0.0167 0.0148 0.0007
mobilenet
With Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
0.0872 0.0832 0.1042 0.0816 0.0086
Without Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
0.0844 0.0840 0.0896 0.0816 0.0028
squeezenet
With Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
0.1058 0.1051 0.1103 0.1033 0.0024
Without Tophub
Execution time summary:
mean (ms) median (ms) max (ms) min (ms) std (ms)
0.1056 0.1051 0.1084 0.1040 0.0016
```
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