Convert applicable model parameters to fp16

Get a copy of the current SampleList Returns: SampleList: Copy of current SampleList.

interface that supports chinese text visualization

Decode a list of string notations to specify blocks inside the network. Args: string_list (list[str]): A list of strings, each st

Download file using `requests`. If ``redownload`` is set to false, then will not download tar file again if it is present (default ``Tru

Use the requests package to download a file from Google Drive.

Args: image_path: BGR format numpy or image_path box_list(Box): list of Box object Returns: VisTool object, with .c

Drop connect. Args: input (tensor: BCWH): Input of this structure. p (float: 0.0~1.0): Probability of drop connection. tr

A simple version of `torch.repeat_interleave` for duplicating a matrix while interleaving the copy.

Create BlockArgs and GlobalParams for efficientnet model. Args: width_coefficient (float) depth_coefficient (float) image

hier_label and hier_param may not have consistent shape for all samples in the batch, using mask_padding padding to the same shape.

label_str has multiple labels. Now TreeNode.ParamGroup must be 1, and TreeNode.ParamGroup > 1 will be supported in subsequent version

This is the squared Euclidean distance.

Run per image evaluation on given images and store results (a list of dict) in self.evalImgs :return: None

Fix numpy not recognizing torch.bfloat16 in funasr's attention implementation for audio encoder.

Args: image_ids(list): coco image id list pred_boxes(np.ndArray): Nx6, (x1, y1, x2, y2, conf, cls), absolute coords Returns:

Can be implemented if something special needs to be done to the key when pretrained model is being loaded. This will adapt and return

EfficientNet's forward function. Calls extract_features to extract features, applies final linear layer, and returns logits. Args: