Is your issue fixed? I was trapped in the same issue, opt_level set to 0/1, it 
runs well, but opt_level >=2, CUDA_ERROR_LAUNCH_OUT_OF_RESOURCES show up when 
"module.run()"

with tvm.transform.PassContext(opt_level=3):

    lib = relay.build(mod, target=target, params=params)

my gpu is Tesla V100 smx2.

any lessson could learned from you?

@comaniac @tiandiao123 @apivovarov @merrymercy @eqy





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