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Upload flags/NeuroRVQ_EMG_v1.yml with huggingface_hub

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  1. flags/NeuroRVQ_EMG_v1.yml +47 -0
flags/NeuroRVQ_EMG_v1.yml ADDED
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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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+
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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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+
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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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+
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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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+
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+ use_for_pretraining: True
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+
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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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+
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+