这是indexloc提供的服务,不要输入任何密码
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2 changes: 1 addition & 1 deletion lab-09_4_mnist_nn_deep.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -126,7 +126,7 @@
"outputs": [],
"source": [
"# model\n",
"model = torch.nn.Sequential(linear1, relu, linear2, relu, linear3).to(device)"
"model = torch.nn.Sequential(linear1, relu, linear2, relu, linear3, relu, linear4, relu, linear5).to(device)"
]
},
{
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45 changes: 44 additions & 1 deletion lab-09_6_mnist_batchnorm.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -340,6 +340,7 @@
}
],
"metadata": {
"hide_input": false,
"kernelspec": {
"display_name": "Python 3",
"language": "python",
Expand All @@ -355,7 +356,49 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.5.3"
"version": "3.6.9"
},
"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false
},
"varInspector": {
"cols": {
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"lenVar": 40
},
"kernels_config": {
"python": {
"delete_cmd_postfix": "",
"delete_cmd_prefix": "del ",
"library": "var_list.py",
"varRefreshCmd": "print(var_dic_list())"
},
"r": {
"delete_cmd_postfix": ") ",
"delete_cmd_prefix": "rm(",
"library": "var_list.r",
"varRefreshCmd": "cat(var_dic_list()) "
}
},
"types_to_exclude": [
"module",
"function",
"builtin_function_or_method",
"instance",
"_Feature"
],
"window_display": false
}
},
"nbformat": 4,
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90 changes: 79 additions & 11 deletions lab-10_4_2_ImageFolder_2.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,13 @@
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"execution_count": 1,
"metadata": {
"ExecuteTime": {
"end_time": "2019-09-23T06:05:39.991797Z",
"start_time": "2019-09-23T06:05:39.397420Z"
}
},
"outputs": [],
"source": [
"import torch\n",
Expand All @@ -26,8 +31,13 @@
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"execution_count": 2,
"metadata": {
"ExecuteTime": {
"end_time": "2019-09-23T06:05:41.676294Z",
"start_time": "2019-09-23T06:05:41.116824Z"
}
},
"outputs": [],
"source": [
"device = 'cuda' if torch.cuda.is_available() else 'cpu'\n",
Expand All @@ -39,8 +49,13 @@
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"execution_count": 4,
"metadata": {
"ExecuteTime": {
"end_time": "2019-09-23T06:05:56.379585Z",
"start_time": "2019-09-23T06:05:56.369616Z"
}
},
"outputs": [],
"source": [
"trans = transforms.Compose([\n",
Expand All @@ -52,17 +67,27 @@
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"execution_count": 5,
"metadata": {
"ExecuteTime": {
"end_time": "2019-09-23T06:05:59.364095Z",
"start_time": "2019-09-23T06:05:59.360104Z"
}
},
"outputs": [],
"source": [
"data_loader = DataLoader(dataset = train_data, batch_size = 8, shuffle = True, num_workers=2)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"execution_count": 6,
"metadata": {
"ExecuteTime": {
"end_time": "2019-09-23T06:06:01.217173Z",
"start_time": "2019-09-23T06:06:01.208163Z"
}
},
"outputs": [],
"source": [
"class CNN(nn.Module):\n",
Expand Down Expand Up @@ -228,6 +253,7 @@
}
],
"metadata": {
"hide_input": false,
"kernelspec": {
"display_name": "Python 3",
"language": "python",
Expand All @@ -243,7 +269,49 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.1"
"version": "3.6.9"
},
"toc": {
"base_numbering": 1,
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false
},
"varInspector": {
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"lenVar": 40
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"kernels_config": {
"python": {
"delete_cmd_postfix": "",
"delete_cmd_prefix": "del ",
"library": "var_list.py",
"varRefreshCmd": "print(var_dic_list())"
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"r": {
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"delete_cmd_prefix": "rm(",
"library": "var_list.r",
"varRefreshCmd": "cat(var_dic_list()) "
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},
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"module",
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"window_display": false
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"nbformat": 4,
Expand Down