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@SamaelChen
SamaelChen committed Feb 12, 2018
1 parent 2c93971 commit e51ee27
Showing 1 changed file with 32 additions and 32 deletions.
64 changes: 32 additions & 32 deletions mxnet/mxnet-101-5.ipynb
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"execution_count": 1,
"metadata": {
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"end_time": "2018-02-12T02:47:10.131896Z",
"start_time": "2018-02-12T02:47:08.726214Z"
"end_time": "2018-02-12T03:43:22.487932Z",
"start_time": "2018-02-12T03:43:21.210137Z"
}
},
"outputs": [],
Expand All @@ -26,8 +26,8 @@
"execution_count": 2,
"metadata": {
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}
},
"outputs": [],
Expand All @@ -49,16 +49,16 @@
"execution_count": 3,
"metadata": {
"ExecuteTime": {
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"start_time": "2018-02-12T02:47:10.148094Z"
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"start_time": "2018-02-12T03:43:22.498258Z"
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},
"outputs": [
{
"data": {
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"text/plain": [
"<matplotlib.figure.Figure at 0x7fd615e4c4a8>"
"<matplotlib.figure.Figure at 0x7f5ba83db400>"
]
},
"metadata": {},
Expand All @@ -75,8 +75,8 @@
"execution_count": 4,
"metadata": {
"ExecuteTime": {
"end_time": "2018-02-12T02:47:10.420135Z",
"start_time": "2018-02-12T02:47:10.414511Z"
"end_time": "2018-02-12T03:43:22.771449Z",
"start_time": "2018-02-12T03:43:22.764705Z"
}
},
"outputs": [],
Expand All @@ -91,8 +91,8 @@
"execution_count": 5,
"metadata": {
"ExecuteTime": {
"end_time": "2018-02-12T02:47:10.553726Z",
"start_time": "2018-02-12T02:47:10.422398Z"
"end_time": "2018-02-12T03:43:22.900689Z",
"start_time": "2018-02-12T03:43:22.774101Z"
}
},
"outputs": [],
Expand All @@ -107,8 +107,8 @@
"execution_count": 6,
"metadata": {
"ExecuteTime": {
"end_time": "2018-02-12T02:47:10.638220Z",
"start_time": "2018-02-12T02:47:10.556180Z"
"end_time": "2018-02-12T03:43:22.994868Z",
"start_time": "2018-02-12T03:43:22.902549Z"
}
},
"outputs": [],
Expand All @@ -123,8 +123,8 @@
"execution_count": 7,
"metadata": {
"ExecuteTime": {
"end_time": "2018-02-12T02:47:10.733230Z",
"start_time": "2018-02-12T02:47:10.640618Z"
"end_time": "2018-02-12T03:43:23.090312Z",
"start_time": "2018-02-12T03:43:22.996959Z"
}
},
"outputs": [],
Expand All @@ -138,8 +138,8 @@
"execution_count": 8,
"metadata": {
"ExecuteTime": {
"end_time": "2018-02-12T02:47:10.833470Z",
"start_time": "2018-02-12T02:47:10.735585Z"
"end_time": "2018-02-12T03:43:23.206348Z",
"start_time": "2018-02-12T03:43:23.093023Z"
}
},
"outputs": [],
Expand All @@ -157,8 +157,8 @@
"execution_count": 9,
"metadata": {
"ExecuteTime": {
"end_time": "2018-02-12T02:47:10.954934Z",
"start_time": "2018-02-12T02:47:10.836208Z"
"end_time": "2018-02-12T03:43:23.328601Z",
"start_time": "2018-02-12T03:43:23.209111Z"
}
},
"outputs": [],
Expand All @@ -169,10 +169,10 @@
" outputs_derivative = []\n",
" next_inputs = inputs\n",
" for i in range(len(network)):\n",
" input_data.append(np.dot(next_inputs, network[i]))\n",
" output = sigmoid(network[i], next_inputs)\n",
" output_d = sigmoid_derivative(network[i], next_inputs)\n",
" outputs.append(output)\n",
" input_data.append(output)\n",
" outputs_derivative.append(output_d)\n",
" next_inputs = output.copy()\n",
" return outputs, outputs_derivative, input_data[:len(network)]"
Expand All @@ -183,8 +183,8 @@
"execution_count": 10,
"metadata": {
"ExecuteTime": {
"end_time": "2018-02-12T02:47:11.080927Z",
"start_time": "2018-02-12T02:47:10.957031Z"
"end_time": "2018-02-12T03:43:23.444513Z",
"start_time": "2018-02-12T03:43:23.330617Z"
}
},
"outputs": [],
Expand Down Expand Up @@ -214,8 +214,8 @@
"execution_count": 11,
"metadata": {
"ExecuteTime": {
"end_time": "2018-02-12T02:47:11.205887Z",
"start_time": "2018-02-12T02:47:11.083684Z"
"end_time": "2018-02-12T03:43:23.570300Z",
"start_time": "2018-02-12T03:43:23.446412Z"
}
},
"outputs": [],
Expand All @@ -231,8 +231,8 @@
"execution_count": 12,
"metadata": {
"ExecuteTime": {
"end_time": "2018-02-12T02:47:11.314725Z",
"start_time": "2018-02-12T02:47:11.208686Z"
"end_time": "2018-02-12T03:43:23.669298Z",
"start_time": "2018-02-12T03:43:23.573071Z"
},
"scrolled": true
},
Expand All @@ -243,12 +243,12 @@
"text": [
"Epoch 0, Accu 50.00%\n",
"Epoch 1, Accu 50.00%\n",
"Epoch 2, Accu 50.00%\n",
"Epoch 3, Accu 50.00%\n",
"Epoch 4, Accu 50.00%\n",
"Epoch 5, Accu 60.00%\n",
"Epoch 6, Accu 60.00%\n",
"Epoch 7, Accu 90.00%\n",
"Epoch 2, Accu 70.00%\n",
"Epoch 3, Accu 100.00%\n",
"Epoch 4, Accu 100.00%\n",
"Epoch 5, Accu 100.00%\n",
"Epoch 6, Accu 100.00%\n",
"Epoch 7, Accu 100.00%\n",
"Epoch 8, Accu 100.00%\n",
"Epoch 9, Accu 100.00%\n",
"Epoch 10, Accu 100.00%\n",
Expand Down

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