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Commit 2a70c389 authored by Schneider Leo's avatar Schneider Leo
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fix save preds with file

parent 48761f6f
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...@@ -285,26 +285,26 @@ def save_pred(model, data_val, forward, output_path, file = False): ...@@ -285,26 +285,26 @@ def save_pred(model, data_val, forward, output_path, file = False):
rt, intensity = rt.float(), intensity.float() rt, intensity = rt.float(), intensity.float()
if torch.cuda.is_available(): if torch.cuda.is_available():
seq, charge, rt, intensity = seq.cuda(), charge.cuda(), rt.cuda(), intensity.cuda() seq, charge, rt, intensity = seq.cuda(), charge.cuda(), rt.cuda(), intensity.cuda()
pr_rt, pr_intensity = model.forward(seq, charge) pr_rt, pr_intensity = model.forward(seq, charge)
pred_rt.extend(pr_rt.data.cpu().tolist()) pred_rt.extend(pr_rt.data.cpu().tolist())
pred_int.extend(pr_intensity.data.cpu().tolist()) pred_int.extend(pr_intensity.data.cpu().tolist())
seqs.extend(seq.data.cpu().tolist()) seqs.extend(seq.data.cpu().tolist())
charges.extend(charge.data.cpu().tolist()) charges.extend(charge.data.cpu().tolist())
true_rt.extend(rt.data.cpu().tolist()) true_rt.extend(rt.data.cpu().tolist())
true_int.extend(intensity.data.cpu().tolist()) true_int.extend(intensity.data.cpu().tolist())
file_list.extend([files]) file_list.extend([files])
else : else :
for seq, charge, rt, intensity in data_val: for seq, charge, rt, intensity in data_val:
rt, intensity = rt.float(), intensity.float() rt, intensity = rt.float(), intensity.float()
if torch.cuda.is_available(): if torch.cuda.is_available():
seq, charge, rt, intensity = seq.cuda(), charge.cuda(), rt.cuda(), intensity.cuda() seq, charge, rt, intensity = seq.cuda(), charge.cuda(), rt.cuda(), intensity.cuda()
pr_rt, pr_intensity = model.forward(seq, charge) pr_rt, pr_intensity = model.forward(seq, charge)
pred_rt.extend(pr_rt.data.cpu().tolist()) pred_rt.extend(pr_rt.data.cpu().tolist())
pred_int.extend(pr_intensity.data.cpu().tolist()) pred_int.extend(pr_intensity.data.cpu().tolist())
seqs.extend(seq.data.cpu().tolist()) seqs.extend(seq.data.cpu().tolist())
charges.extend(charge.data.cpu().tolist()) charges.extend(charge.data.cpu().tolist())
true_rt.extend(rt.data.cpu().tolist()) true_rt.extend(rt.data.cpu().tolist())
true_int.extend(intensity.data.cpu().tolist()) true_int.extend(intensity.data.cpu().tolist())
data_frame['rt pred'] = pred_rt data_frame['rt pred'] = pred_rt
data_frame['seq'] = seqs data_frame['seq'] = seqs
......
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