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classifier.json
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classifier.json
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{
"dcnn_v1":
{
"seq_len": 20,
"input": 6,
"flat_num": 1
},
"deepsense_v1":
{
"seq_len": 20,
"input": 6,
"flat_num": 992
},
"tpn_v1":
{
"seq_len": 20,
"input": 6
},
"lstm_v1":
{
"seq_len": 20,
"input": 6,
"num_rnn": 2,
"num_layers": [2, 1],
"rnn_io": [[6,20], [20, 10]],
"num_linear": 1,
"linear_io": [[10, 3]],
"activ": false,
"dropout": true
},
"gru_v1":
{
"seq_len": 20,
"input": 6,
"num_rnn": 2,
"num_layers": [2, 1],
"rnn_io": [[6,20], [20, 10]],
"num_linear": 1,
"linear_io": [[10, 3]],
"activ": false,
"dropout": false
},
"gru_v2":
{
"seq_len": 20,
"input": 6,
"num_rnn": 2,
"num_layers": [2, 1],
"rnn_io": [[6,20], [20, 10]],
"num_linear": 1,
"linear_io": [[10, 3]],
"activ": false,
"dropout": true
},
"cnn2_v1":
{
"seq_len": 20,
"input": 6,
"num_cnn": 3,
"conv_io": [[8, 16, 3, 0], [16, 8, 3, 0], [8, 4, 3, 0]],
"pool": [3, [1, 2], 0],
"flat_num": 192,
"num_linear": 2,
"linear_io": [[0, 12], [12, 0]],
"activ": false,
"dropout": true
},
"cnn1_v1":
{
"seq_len": 20,
"input": 6,
"num_cnn": 3,
"conv_io": [[8, 16, 5, 0], [16, 8, 3, 0], [8, 4, 3, 0]],
"pool": [3, 1, 0],
"flat_num": 232,
"num_linear": 2,
"linear_io": [[0, 12], [12, 0]],
"activ": true,
"dropout": true
},
"attn_v1":
{
"seq_len": 20,
"input": 6,
"num_attn": 1,
"num_head": 4,
"atten_hidden": 36,
"num_linear": 1,
"linear_io": [[720, 3]],
"activ": false,
"dropout": true
}
}