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Copy pathconfig.json
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91 lines (91 loc) · 1.84 KB
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{
"train_config": {
"batch_size": 256,
"num_epochs": 200,
"train_ratio": 0.8,
"learning_rate": 0.001,
"optimizer": "adam",
"seq_len": 100
},
"dkt": {
"emb_size": 100,
"hidden_size": 100
},
"dkt-f": {
"emb_size": 100,
"hidden_size": 100
},
"dkt+": {
"emb_size": 100,
"hidden_size": 100,
"lambda_r": 0.01,
"lambda_w1": 0.003,
"lambda_w2": 3.0
},
"dkvmn": {
"dim_s": 50,
"size_m": 20
},
"sakt": {
"n": 100,
"d": 100,
"num_attn_heads": 5,
"dropout": 0.2
},
"saint": {
"n": 100,
"d": 30,
"num_attn_heads": 5,
"dropout": 0.6
},
"kqn": {
"dim_v": 100,
"dim_s": 100,
"hidden_size": 100
},
"ukt": {
"d_model": 100,
"n_blocks": 2,
"dropout": 0.2,
"d_ff": 256,
"num_attn_heads": 5,
"seq_len": 100,
"separate_qa": false,
"use_CL": true,
"cl_weight": 0.02
},
"robustkt": {
"d_model": 100,
"n_blocks": 2,
"dropout": 0.2,
"d_ff": 256,
"num_attn_heads": 5,
"separate_qa": false
},
"simplekt": {
"d_model": 100,
"n_blocks": 2,
"dropout": 0.2,
"d_ff": 256,
"num_attn_heads": 5,
"seq_len": 100,
"final_fc_dim": 512,
"final_fc_dim2": 256,
"separate_qa": false
},
"gkt": {
"hidden_size": 30,
"num_attn_heads": 2,
"method": "PAM"
},
"gkt-fm": {
"hidden_size": 30,
"num_attn_heads": 2,
"method": "PAM",
"fm_hidden_size": 128,
"fm_time_size": 32,
"fm_noise": 0.1,
"fm_steps": 4,
"fm_lambda": 0.2
}
}