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Update HW02.ipynb #4

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Update HW02.ipynb #4

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11 changes: 6 additions & 5 deletions HW02/HW02.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -371,20 +371,21 @@
"cell_type": "code",
"source": [
"# data prarameters\n",
"concat_nframes = 1 # the number of frames to concat with, n must be odd (total 2k+1 = n frames)\n",
"concat_nframes = 19 # the number of frames to concat with, n must be odd (total 2k+1 = n frames)\n",
"train_ratio = 0.8 # the ratio of data used for training, the rest will be used for validation\n",
"\n",
"# training parameters\n",
"seed = 0 # random seed\n",
"batch_size = 512 # batch size\n",
"batch_size = 2048 # batch size\n",
"num_epoch = 5 # the number of training epoch\n",
"early_stopping=8
"learning_rate = 0.0001 # learning rate\n",
"model_path = './model.ckpt' # the path where the checkpoint will be saved\n",
"\n",
"# model parameters\n",
"input_dim = 39 * concat_nframes # the input dim of the model, you should not change the value\n",
"hidden_layers = 1 # the number of hidden layers\n",
"hidden_dim = 256 # the hidden dim"
"hidden_layers = 3 # the number of hidden layers\n",
"hidden_dim = 1024 # the hidden dim"
],
"metadata": {
"id": "iIHn79Iav1ri"
Expand Down Expand Up @@ -958,4 +959,4 @@
},
"nbformat": 4,
"nbformat_minor": 0
}
}