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Runtime error
| import paddle | |
| class ClsPostProcess(object): | |
| """Convert between text-label and text-index""" | |
| def __init__(self, label_list=None, key=None, **kwargs): | |
| super(ClsPostProcess, self).__init__() | |
| self.label_list = label_list | |
| self.key = key | |
| def __call__(self, preds, label=None, *args, **kwargs): | |
| if self.key is not None: | |
| preds = preds[self.key] | |
| label_list = self.label_list | |
| if label_list is None: | |
| label_list = {idx: idx for idx in range(preds.shape[-1])} | |
| if isinstance(preds, paddle.Tensor): | |
| preds = preds.numpy() | |
| pred_idxs = preds.argmax(axis=1) | |
| decode_out = [ | |
| (label_list[idx], preds[i, idx]) for i, idx in enumerate(pred_idxs) | |
| ] | |
| if label is None: | |
| return decode_out | |
| label = [(label_list[idx], 1.0) for idx in label] | |
| return decode_out, label | |