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Create diffusion_net/config.json

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  1. diffusion_net/config.json +87 -0
diffusion_net/config.json ADDED
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+ {
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+ "_center_input_sample": false,
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+ "_class_name": "UNet3DConditionModel",
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+ "_diffusers_version": "0.31.0",
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+ "_out_channels": 4,
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+ "act_fn": "silu",
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+ "addition_embed_type": null,
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+ "addition_embed_type_num_heads": 64,
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+ "addition_time_embed_dim": null,
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+ "attention_head_dim": 8,
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+ "attention_type": "default",
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+ "audio_attention_dim": 768,
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+ "block_out_channels": [
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+ 320,
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+ 640,
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+ 1280,
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+ 1280
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+ ],
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+ "center_input_sample": false,
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+ "class_embed_type": null,
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+ "class_embeddings_concat": false,
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+ "conv_in_kernel": 3,
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+ "cross_attention_dim": 768,
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+ "down_block_types": [
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+ "CrossAttnDownBlock3D",
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+ "CrossAttnDownBlock3D",
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+ "CrossAttnDownBlock3D",
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+ "DownBlock3D"
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+ ],
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+ "downsample_padding": 1,
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+ "dropout": 0.0,
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+ "dual_cross_attention": false,
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+ "emo_drop_rate": 0.05,
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+ "encoder_hid_dim": null,
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+ "encoder_hid_dim_type": null,
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+ "flip_sin_to_cos": true,
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+ "freq_shift": 0,
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+ "in_channels": 4,
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+ "layers_per_block": 2,
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+ "mid_block_only_cross_attention": null,
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+ "mid_block_scale_factor": 1,
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+ "mid_block_type": "UNetMidBlock3DCrossAttn",
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+ "motion_module_kwargs": {
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+ "attention_block_types": [
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+ "Temporal_Self",
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+ "Temporal_Self"
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+ ],
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+ "num_attention_heads": 8,
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+ "num_transformer_block": 1,
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+ "temporal_attention_dim_div": 1,
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+ "temporal_position_encoding": true,
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+ "temporal_position_encoding_max_len": 32
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+ },
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+ "motion_module_resolutions": [
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+ 1,
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+ 2,
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+ 4,
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+ 8
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+ ],
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+ "norm_eps": 1e-05,
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+ "norm_num_groups": 32,
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+ "num_attention_heads": null,
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+ "num_class_embeds": null,
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+ "only_cross_attention": false,
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+ "out_channels": 4,
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+ "projection_class_embeddings_input_dim": null,
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+ "resnet_time_scale_shift": "default",
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+ "reverse_transformer_layers_per_block": null,
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+ "sample_size": 64,
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+ "time_cond_proj_dim": null,
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+ "time_embedding_act_fn": null,
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+ "time_embedding_dim": null,
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+ "time_embedding_type": "positional",
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+ "timestep_post_act": null,
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+ "transformer_layers_per_block": 1,
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+ "unet_use_cross_frame_attention": false,
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+ "unet_use_temporal_attention": false,
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+ "up_block_types": [
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+ "UpBlock3D",
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+ "CrossAttnUpBlock3D",
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+ "CrossAttnUpBlock3D",
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+ "CrossAttnUpBlock3D"
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+ ],
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+ "upcast_attention": false,
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+ "use_inflated_groupnorm": true,
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+ "use_linear_projection": false
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+ }