Upload flags/NeuroRVQ_EMG_v1.yml with huggingface_hub
Browse files- flags/NeuroRVQ_EMG_v1.yml +47 -0
flags/NeuroRVQ_EMG_v1.yml
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patch_size: 200
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n_patches: 256
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num_classes: 5
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n_code: 8192
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code_dim: 128
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embed_dim: 200
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weight_decay_finetuning: 1e-2
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warmup_epochs_finetuning: 4
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lr_finetuning: 5e-4
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layer_decay_finetuning: 0.975
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train_head_only_finetuning: False
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batch_size_finetuning: 32
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epoch_finetuning: 20
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model_name: NeuroRVQ
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in_chans_encoder: 1
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out_chans_encoder: 8
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depth_encoder: 12
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depth_decoder: 3
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decoder_out_dim: 200
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num_heads_tokenizer: 10
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mlp_ratio_tokenizer: 4
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qkv_bias_tokenizer: True
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drop_rate_tokenizer: 0.
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attn_drop_rate_tokenizer: 0.
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drop_path_rate_tokenizer: 0.
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init_values_tokenizer: 0.
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init_scale_tokenizer: 0.001
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use_for_pretraining: True
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in_chans_second_stage: 1
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out_chans_second_stage: 8
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depth_second_stage: 12
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num_heads_second_stage: 10
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mlp_ratio_second_stage: 4.
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qkv_bias_second_stage: True
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drop_rate_second_stage: 0.
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attn_drop_rate_second_stage: 0.
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drop_path_rate_second_stage: 0.
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init_values_second_stage: 1.e-5
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init_scale_second_stage: 0.001
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embed_dim_second_stage: 200
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