Zj< dSrSSKJr SSKJr SSKJr \"SS9\"SS \555rS /rg ) zPvt model configuration)strict)PreTrainedConfig)auto_docstringzXrenya/pvt-tiny-224) checkpointc\rSrSr%SrSrSr\\\-\ \\4-\ S'Sr \\ S'Sr \\ S 'S r \\\ \S 4-\ S 'S r\\\ \S 4-\ S'Sr\\\ \S 4-\ S'Sr\\\ \S 4-\ S'Sr\\\ \S 4-\ S'Sr\\\ \S 4-\ S'Sr\\\ \S 4-\ S'Sr\\ S'Sr\\-\ S'Sr\\-\ S'Sr\\ S'Sr\\-\ S'S r\\ S!'S"r\\ S#'S$r\\ S%'S&rg')( PvtConfigak num_encoder_blocks (`int`, *optional*, defaults to 4): The number of encoder blocks (i.e. stages in the Mix Transformer encoder). depths (`list[int]`, *optional*, defaults to `[2, 2, 2, 2]`): The number of layers in each encoder block. sequence_reduction_ratios (`list[int]`, *optional*, defaults to `[8, 4, 2, 1]`): Sequence reduction ratios in each encoder block. patch_sizes (`list[int]`, *optional*, defaults to `[4, 2, 2, 2]`): Patch size before each encoder block. strides (`list[int]`, *optional*, defaults to `[4, 2, 2, 2]`): Stride before each encoder block. num_attention_heads (`list[int]`, *optional*, defaults to `[1, 2, 5, 8]`): Number of attention heads for each attention layer in each block of the Transformer encoder. mlp_ratios (`list[int]`, *optional*, defaults to `[8, 8, 4, 4]`): Ratio of the size of the hidden layer compared to the size of the input layer of the Mix FFNs in the encoder blocks. num_labels ('int', *optional*, defaults to 1000): The number of classes. Example: ```python >>> from transformers import PvtModel, PvtConfig >>> # Initializing a PVT Xrenya/pvt-tiny-224 style configuration >>> configuration = PvtConfig() >>> # Initializing a model from the Xrenya/pvt-tiny-224 style configuration >>> model = PvtModel(configuration) >>> # Accessing the model configuration >>> configuration = model.config ```pvt image_sizer num_channelsnum_encoder_blocks)rrr.depths)rrsequence_reduction_ratios)@i@i hidden_sizes)rrrr patch_sizesstrides)rrrnum_attention_heads)rrrr mlp_ratiosgelu hidden_actghidden_dropout_probattention_probs_dropout_probg{Gz?initializer_rangedrop_path_rategư>layer_norm_epsTqkv_biasi num_labelsN) __name__ __module__ __qualname____firstlineno____doc__ model_typer intlisttuple__annotations__rrrrrrrrrrstrr floatr!r"r#r$r%boolr&__static_attributes__r'z/root/GenerationalWealth/GenerationalWealth/venv/lib/python3.13/site-packages/transformers/models/pvt/configuration_pvt.pyr r sa  DJ47Jd3i%S/17L#*6FDIc3h '6=ItCy5c?:I0CL$s)eCHo-C/;KcU38_,;+7GT#YsCx (77CcU38_4C.:JS E#s(O+:J'**03 %#+3#u#"%NECK% NE HdJr6r N) r,huggingface_hub.dataclassesrconfiguration_utilsrutilsrr __all__r'r6r7r<sG .3#016 626r -r6