From 4b305fb1430d3e6a249890a87e78778fc0d45ce6 Mon Sep 17 00:00:00 2001 From: Jakub Pokrywka Date: Wed, 25 May 2022 08:47:10 +0200 Subject: [PATCH] 09 --- cw/09_sequence_labeling.ipynb | 76 +++++++++++++++++------------------ 1 file changed, 38 insertions(+), 38 deletions(-) diff --git a/cw/09_sequence_labeling.ipynb b/cw/09_sequence_labeling.ipynb index 12d086f..4259675 100644 --- a/cw/09_sequence_labeling.ipynb +++ b/cw/09_sequence_labeling.ipynb @@ -600,7 +600,7 @@ " def __init__(self,FEAUTERES, output_size):\n", " super(NeuralNetworkModel, self).__init__()\n", " self.fc1 = torch.nn.Linear(FEAUTERES,OUTPUT_SIZE)\n", - " self.softmax = torch.nn.Softmax(dim=0)\n", + " self.softmax = torch.nn.LogSoftmax(dim=0)\n", " \n", "\n", " def forward(self, x):\n", @@ -635,15 +635,15 @@ { "data": { "text/plain": [ - "tensor([[0.3356, 0.3335, 0.3320, 0.3359, 0.3320, 0.3325, 0.3326, 0.3328, 0.3349,\n", - " 0.3359, 0.3335, 0.3323, 0.3333, 0.3320, 0.3325, 0.3326, 0.3323, 0.3346,\n", - " 0.3338, 0.3328],\n", - " [0.3308, 0.3327, 0.3350, 0.3315, 0.3335, 0.3331, 0.3334, 0.3323, 0.3333,\n", - " 0.3314, 0.3312, 0.3342, 0.3338, 0.3339, 0.3321, 0.3364, 0.3342, 0.3346,\n", - " 0.3325, 0.3330],\n", - " [0.3337, 0.3338, 0.3330, 0.3326, 0.3346, 0.3344, 0.3340, 0.3349, 0.3319,\n", - " 0.3328, 0.3352, 0.3335, 0.3329, 0.3341, 0.3354, 0.3310, 0.3335, 0.3308,\n", - " 0.3336, 0.3342]], grad_fn=)" + "tensor([[-1.0965, -1.0992, -1.0954, -1.1094, -1.1023, -1.1015, -1.0976, -1.1032,\n", + " -1.0983, -1.1051, -1.1022, -1.0982, -1.0961, -1.0947, -1.1029, -1.0879,\n", + " -1.1006, -1.0991, -1.1053, -1.0948],\n", + " [-1.1062, -1.0984, -1.0988, -1.0943, -1.0954, -1.0947, -1.0944, -1.0975,\n", + " -1.0951, -1.0909, -1.0989, -1.0925, -1.0958, -1.1003, -1.1007, -1.1038,\n", + " -1.0993, -1.0939, -1.0864, -1.1039],\n", + " [-1.0932, -1.0983, -1.1017, -1.0923, -1.0981, -1.0997, -1.1038, -1.0952,\n", + " -1.1024, -1.0999, -1.0947, -1.1052, -1.1039, -1.1009, -1.0923, -1.1042,\n", + " -1.0960, -1.1028, -1.1042, -1.0971]], grad_fn=)" ] }, "execution_count": 35, @@ -728,7 +728,7 @@ { "data": { "text/plain": [ - 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