MegEngine / MegEngine/MegCC

编译模型的时候出现error: failed to legalize operation 'MGB.ConvBias'

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#46 6 comments 0 reactions 0 assignees View on GitHub
Dominant language
C++
Stars
483
Forks
56
PR merge metrics
No merged PRs in 30d

Description

dump代码如下
@jit.trace(symbolic=True, capture_as_const=True)
def fun(data, *, net):
pred = net(data)
return pred

fun(data, net=model)
fun.dump("test.mge", arg_names=["data"],optimize_for_inference=False, enable_fuse_conv_bias_nonlinearity=False, enable_fuse_conv_bias_with_z=False)

Contributor guide

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Research direction

Start with the provided jit.trace and fun.dump reproduction, then search the compiler for legalization handling of the 'MGB.ConvBias' operation. Reproduce the failure with the listed fusion options and trace where legalization stops; done means the shown model compiles successfully or the unsupported operation is reported with a clear resolution.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp, machine-learning
Domain
compilers, machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
30/100

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