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{
"model_type": "diffusion_cond",
"sample_size": 441000,
"sample_rate": 44100,
"audio_channels": 4,
"model": {
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"type": "autoencoder",
"iterate_batch": true,
"config": {
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"c_mults": [1, 2, 4, 8, 16],
"strides": [2, 4, 4, 8, 8],
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}
},
"decoder": {
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"config": {
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"channels": 128,
"c_mults": [1, 2, 4, 8, 16],
"strides": [2, 4, 4, 8, 8],
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"final_tanh": false
}
},
"bottleneck": {
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},
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"downsampling_ratio": 2048,
"io_channels": 4
}
},
"conditioning": {
"configs": [
{
"id": "video_fov",
"type": "video_linear",
"config": {
"dim": 1024,
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}
},
{
"id": "video_360",
"type": "video_global",
"config": {
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}
}
],
"cond_dim": 768
},
"diffusion": {
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"add_cond_ids": ["video_fov"],
"type": "dit",
"diffusion_objective": "rectified_flow",
"config": {
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"embed_dim": 1536,
"depth": 24,
"num_heads": 24,
"cond_token_dim": 768,
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"project_cond_tokens": false,
"transformer_type": "continuous_transformer"
}
},
"io_channels": 64
},
"training": {
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"log_loss_info": false,
"cfg_dropout_prob": 0.2,
"optimizer_configs": {
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"config": {
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"betas": [0.9, 0.999],
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}
},
"scheduler": {
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"config": {
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"power": 0.5,
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}
}
}
},
"demo": {
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"demo_steps": 64,
"num_demos": 6,
"demo_cond": [
{"video_360": "dataset/foa/demos/metaclip-huge-eq/dS7Ffvs2Evgl_4.npy", "video_fov": "dataset/foa/demos/metaclip-huge-front/dS7Ffvs2Evgl_4.npy"},
{"video_360": "dataset/foa/demos/metaclip-huge-eq/G8pABGosD38l_17.npy", "video_fov": "dataset/foa/demos/metaclip-huge-front/G8pABGosD38l_17.npy"},
{"video_360": "dataset/foa/demos/metaclip-huge-eq/NdE7uYVaynQl_0.npy", "video_fov": "dataset/foa/demos/metaclip-huge-front/NdE7uYVaynQl_0.npy"},
{"video_360": "dataset/foa/demos/metaclip-huge-eq/dS7Ffvs2Evgl_4.npy", "video_fov": "dataset/foa/demos/metaclip-huge-front/dS7Ffvs2Evgl_4.npy"},
{"video_360": "dataset/foa/demos/metaclip-huge-eq/tAiVUt5vE34l_30.npy", "video_fov": "dataset/foa/demos/metaclip-huge-front/tAiVUt5vE34l_30.npy"},
{"video_360": "dataset/foa/demos/metaclip-huge-eq/0B7ds6NmVBQl_80.npy", "video_fov": "dataset/foa/demos/metaclip-huge-front/0B7ds6NmVBQl_80.npy"}
],
"demo_cfg_scales": [3,6,9]
}
}
} |