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Training mode is not persisted after tracing #632

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dfalbel opened this issue Aug 2, 2021 · 0 comments · May be fixed by #633
Open

Training mode is not persisted after tracing #632

dfalbel opened this issue Aug 2, 2021 · 0 comments · May be fixed by #633

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@dfalbel
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dfalbel commented Aug 2, 2021 •
edited 

library(torch)
model <- nn_sequential(
  nn_linear(10, 10),
  nn_relu(),
  nn_dropout(),
  nn_linear(10, 1)
)

model$eval()
model$training
#> [1] FALSE
test_model <- jit_trace(model, torch_randn(10, 10)) 
test_model$training
#> [1] TRUE

I think this is related to #620
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Persist training attribute mlverse/torch
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@dfalbel