IIs there are only the predefined ops, like k3_e1, k5_e3, etc. in the database?
longxianlei opened this issue · 1 comments
longxianlei commented
Hi, there!
It's awesome work!
I was wondering is there only predefined operations in the database?
I want to try another block type in the architecture search, while also measuring the latency for searched architecture.
So, could you explain this problem?
Thanks!
newstzpz commented
Hi, the database is in operator level (rather than in the building block level k3_e1
etc.). It mostly contains latencies for convoultions for a specific range of parameters (in/out channels, resolution, kernel size etc.). The database may not work if your block type has ops rather than Int8Conv
or Int8ConvRelu
or the the parameters are outside the range of the database.