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config_fig2.json
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config_fig2.json
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{
"LTAE":{
"9k": {
"n_head": 8,
"d_k": 8,
"mlp3": "[128]",
"d_model": null},
"34k": {
"n_head": 16,
"d_k": 8,
"mlp3": "[128,128]",
"d_model": null},
"112k": {
"n_head": 16,
"d_k": 8,
"mlp3": "[256,128]",
"d_model": 256},
"288k": {
"n_head": 32,
"d_k": 8,
"mlp3": "[512,128]",
"d_model": 512},
"740k": {
"n_head": 32,
"d_k": 8,
"mlp3": "[1024,256,128]",
"d_model": 1024},
"3840k": {
"n_head": 64,
"d_k": 8,
"mlp3": "[2048,1024,256,128]",
"d_model": 2048}
},
"TAE":{
"19k": {
"n_head": 2,
"d_k": 8,
"mlp2": "[132,64]",
"mlp3": "[128,128]",
"d_model": null,
"tae": true},
"39k": {
"n_head": 4,
"d_k": 8,
"mlp2": "[132,64]",
"mlp3": "[256,128]",
"d_model": null,
"tae": true},
"76k": {
"n_head": 4,
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"mlp3": "[512,128]",
"d_model": null,
"tae": true},
"195k": {
"n_head": 4,
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"mlp3": "[1024,128]",
"d_model": 256,
"tae": true},
"360k": {
"n_head": 4,
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"mlp3": "[1024,256,128]",
"d_model": 256,
"tae": true},
"641k": {
"n_head": 8,
"d_k": 8,
"mlp3": "[2048,256,128]",
"d_model": 256,
"tae": true},
"2592k": {
"n_head": 8,
"d_k": 16,
"mlp3": "[8192,256,128]",
"d_model": 1024,
"tae": true}
},
"GRU":{
"15k":{
"gru": true,
"hidden_dim": 32,
"mlp4": "[32,64,32,20]"
},
"37k":{
"gru": true,
"hidden_dim": 64,
"mlp4": "[64,64,32,20]"
},
"134k":{
"gru": true,
"hidden_dim": 156,
"mlp4": "[156,64,32,20]"
},
"296k":{
"gru": true,
"hidden_dim": 256,
"mlp4": "[256,64,32,20]"
},
"636k":{
"gru": true,
"hidden_dim": 400,
"mlp4": "[400,64,32,20]"
},
"3545k":{
"gru": true,
"hidden_dim": 1024,
"mlp4": "[1024,128,32,20]"
}
},
"TempCNN":{
"14k":{
"tcnn": true,
"nker": "[16,16,16]",
"mlp3": "[16,16]",
"mlp4": "[16,32,32,20]"
},
"45k":{
"tcnn": true,
"nker": "[32,32,32]",
"mlp3": "[32,32]",
"mlp4": "[32,32,32,20]"
},
"136k":{
"tcnn": true,
"nker": "[64,64]",
"mlp3": "[64]",
"mlp4": "[64,32,20]"
},
"296k":{
"tcnn": true,
"nker": "[128,128]",
"mlp3": "[64]",
"mlp4": "[64,32,32,20]"
},
"702k":{
"tcnn": true,
"nker": "[128,128,128]",
"mlp3": "[180]",
"mlp4": "[180,32,32,20]"
},
"3362k":{
"tcnn": true,
"nker": "[64,128,256]",
"mlp3": "[512,128]",
"mlp4": "[128,64,32,20]"
}
}
}