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Feature/update prediction output #327

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merged 3 commits into from
Jan 24, 2024
Merged

Feature/update prediction output #327

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b30cff3
update prediction output
Jan 24, 2024
3fa7d86
update output for gan
Jan 24, 2024
7cf2b51
pre-commit
Jan 24, 2024
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10 changes: 9 additions & 1 deletion cyto_dl/models/im2im/gan.py
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Original file line number Diff line number Diff line change
Expand Up @@ -221,4 +221,12 @@ def predict_step(self, batch, batch_idx):
stage = "predict"
run_heads = self._get_run_heads(batch, stage)
outs = self.run_forward(batch, stage, self.should_save_image(batch_idx, stage), run_heads)
return outs[run_heads[0]]["save_path"]
# create input-> per head output mapping
io_map = {}
for head, output in outs.items():
head_io_map = output["save_path"]
for in_file, out_file in zip(head_io_map["input"], head_io_map["output"]):
if in_file not in io_map:
io_map[in_file] = {}
io_map[in_file][head] = out_file
return io_map
10 changes: 9 additions & 1 deletion cyto_dl/models/im2im/multi_task.py
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Original file line number Diff line number Diff line change
Expand Up @@ -189,4 +189,12 @@ def predict_step(self, batch, batch_idx):
batch[k] = v.as_tensor()
run_heads = self._get_run_heads(batch, stage)
outs = self.run_forward(batch, stage, self.should_save_image(batch_idx, stage), run_heads)
return outs[run_heads[0]]["save_path"]
# create input-> per head output mapping
io_map = {}
for head, output in outs.items():
head_io_map = output["save_path"]
for in_file, out_file in zip(head_io_map["input"], head_io_map["output"]):
if in_file not in io_map:
io_map[in_file] = {}
io_map[in_file][head] = out_file
return io_map
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