From 697128b4ec46866b2a76924c37a4a9665634fba8 Mon Sep 17 00:00:00 2001 From: Benjamin Warner <51142400+warner-benjamin@users.noreply.github.com> Date: Tue, 18 Jan 2022 22:15:33 -0600 Subject: [PATCH] show_results uses passed dataloader (dl_idx or dl) (#3554) Co-authored-by: Benjamin Warner --- fastai/learner.py | 2 +- nbs/13a_learner.ipynb | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/fastai/learner.py b/fastai/learner.py index 3b4c5d46d0..c78e0e5363 100644 --- a/fastai/learner.py +++ b/fastai/learner.py @@ -276,7 +276,7 @@ def show_results(self, ds_idx=1, dl=None, max_n=9, shuffle=True, **kwargs): if dl is None: dl = self.dls[ds_idx].new(shuffle=shuffle) b = dl.one_batch() _,_,preds = self.get_preds(dl=[b], with_decoded=True) - self.dls.show_results(b, preds, max_n=max_n, **kwargs) + dl.show_results(b, preds, max_n=max_n, **kwargs) def show_training_loop(self): indent = 0 diff --git a/nbs/13a_learner.ipynb b/nbs/13a_learner.ipynb index 115597297c..17ec3b1e77 100644 --- a/nbs/13a_learner.ipynb +++ b/nbs/13a_learner.ipynb @@ -495,7 +495,7 @@ " if dl is None: dl = self.dls[ds_idx].new(shuffle=shuffle)\n", " b = dl.one_batch()\n", " _,_,preds = self.get_preds(dl=[b], with_decoded=True)\n", - " self.dls.show_results(b, preds, max_n=max_n, **kwargs)\n", + " dl.show_results(b, preds, max_n=max_n, **kwargs)\n", "\n", " def show_training_loop(self):\n", " indent = 0\n", @@ -2801,7 +2801,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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