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Posted to discuss-archive@tvm.apache.org by Ljs19981117 via TVM Discuss <no...@discuss.tvm.ai> on 2020/05/08 03:12:26 UTC
[TVM Discuss] [Questions] How to use autotuing after runing the
tutorials?
I have got the .so .paramers and .json,but the module which I use autotuing even slower than the module I didn't use autotuing.Is the way I import it wrong?please help me
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[TVM Discuss] [Questions] How to use autotuing after runing the
tutorials?
Posted by Ljs19981117 via TVM Discuss <no...@discuss.tvm.ai>.
yes，i did，and i got this output
so I think I made a mistake in import the model which used autotuing.
I'm new to ai,I dont know how to import the new module
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[TVM Discuss] [Questions] How to use autotuing after runing the
tutorials?
Posted by Ljs19981117 via TVM Discuss <no...@discuss.tvm.ai>.
While the autotuing code I used is " Auto-tuning a convolutional network for x86 CPU".:
https://tvm.apache.org/docs/tutorials/autotvm/tune_relay_x86.html#sphx-glr-tutorials-autotvm-tune-relay-x86-py
And I uncomment the tune-and-evaluate，then add these code to get .json,.so and .params files.
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[TVM Discuss] [Questions] How to use autotuing after runing the
tutorials?
Posted by Ljs19981117 via TVM Discuss <no...@discuss.tvm.ai>.
Thank you for replying me.
I just change some part of the tutorials'code.
The tutorial is ""Compile PyTorch Models":https://tvm.apache.org/docs/tutorials/frontend/from_pytorch.html#sphx-glr-tutorials-frontend-from-pytorch-py
I change the part mamed "Execute the portable graph on TVM" into the code I sent before.
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[TVM Discuss] [Questions] How to use autotuing after runing the
tutorials?
Posted by "Cody H. Yu via TVM Discuss" <no...@discuss.tvm.ai>.
Is it available to post your script? It's hard to locate the problem from your screenshots.
In addition, the tuning space size for your renset-18 looks weird to me. For example, Task 1 only has 400 candidates. What's your input shapes?
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[TVM Discuss] [Questions] How to use autotuing after runing the
tutorials?
Posted by Ljs19981117 via TVM Discuss <no...@discuss.tvm.ai>.
I use these codes to import the .so,json,params files
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[TVM Discuss] [Questions] How to use autotuing after runing the
tutorials?
Posted by "Cody H. Yu via TVM Discuss" <no...@discuss.tvm.ai>.
Did you uncomment the `tune_and_evaluate` function call in the tutorial?
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