From ccaa18d4917095015bbda7736694110345ecddba Mon Sep 17 00:00:00 2001 From: Wenqi Li Date: Sat, 25 Feb 2023 18:01:52 +0000 Subject: [PATCH 1/2] update dev guide Signed-off-by: Wenqi Li --- modules/developer_guide.ipynb | 28 +++++++++++++--------------- 1 file changed, 13 insertions(+), 15 deletions(-) diff --git a/modules/developer_guide.ipynb b/modules/developer_guide.ipynb index 5e3b1fd316..02a86587e9 100644 --- a/modules/developer_guide.ipynb +++ b/modules/developer_guide.ipynb @@ -86,8 +86,6 @@ "\n", "warnings.filterwarnings(\"ignore\") # remove some scikit-image warnings\n", "\n", - "\n", - "logging.basicConfig(stream=sys.stdout, level=logging.INFO)\n", "monai.config.print_config()" ] }, @@ -124,16 +122,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "2023-02-22 12:42:35,803 - INFO - Verified 'Task05_Prostate.tar', md5: 35138f08b1efaef89d7424d2bcc928db.\n", - "2023-02-22 12:42:35,804 - INFO - File exists: Task05_Prostate.tar, skipped downloading.\n", - "2023-02-22 12:42:35,805 - INFO - Non-empty folder exists in Task05_Prostate, skipped extracting.\n" + "2023-02-25 17:10:26,048 - INFO - Verified 'Task05_Prostate.tar', md5: 35138f08b1efaef89d7424d2bcc928db.\n", + "2023-02-25 17:10:26,048 - INFO - File exists: Task05_Prostate.tar, skipped downloading.\n", + "2023-02-25 17:10:26,050 - INFO - Non-empty folder exists in Task05_Prostate, skipped extracting.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 26/26 [00:00<00:00, 44456.54it/s]" + "Loading dataset: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 26/26 [00:00<00:00, 257197.89it/s]" ] }, { @@ -421,16 +419,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "2023-02-22 12:42:37,152 - INFO - Verified 'Task05_Prostate.tar', md5: 35138f08b1efaef89d7424d2bcc928db.\n", - "2023-02-22 12:42:37,153 - INFO - File exists: Task05_Prostate.tar, skipped downloading.\n", - "2023-02-22 12:42:37,154 - INFO - Non-empty folder exists in Task05_Prostate, skipped extracting.\n" + "2023-02-25 17:10:27,355 - INFO - Verified 'Task05_Prostate.tar', md5: 35138f08b1efaef89d7424d2bcc928db.\n", + "2023-02-25 17:10:27,355 - INFO - File exists: Task05_Prostate.tar, skipped downloading.\n", + "2023-02-25 17:10:27,356 - INFO - Non-empty folder exists in Task05_Prostate, skipped extracting.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Loading dataset: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 26/26 [00:11<00:00, 2.31it/s]\n" + "Loading dataset: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 26/26 [00:10<00:00, 2.40it/s]\n" ] } ], @@ -490,12 +488,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "torch.Size([1, 2, 64, 64, 32]) torch.Size([1, 1, 64, 64, 32]) ['Task05_Prostate/imagesTr/prostate_18.nii.gz']\n" + "torch.Size([1, 2, 64, 64, 32]) torch.Size([1, 1, 64, 64, 32]) ['Task05_Prostate/imagesTr/prostate_40.nii.gz']\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -509,7 +507,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "unique labels: [0. 1.]\n" + "unique labels: [0. 1. 2.]\n" ] } ], @@ -748,13 +746,13 @@ " network=net,\n", " optimizer=opt,\n", " loss_function=loss,\n", - " # inferer=monai.inferers.SlidingWindowInferer((32, 32, -1), sw_batch_size=2), # optionally using a sw inferer\n", + " inferer=monai.inferers.SlidingWindowInferer((32, 32, -1), sw_batch_size=2), # optionally using a sw inferer\n", " postprocessing=mt.AsDiscreteD(keys=[\"pred\", \"label\"], argmax=(True, False), to_onehot=3),\n", " key_train_metric={\n", " \"train_meandice\": monai.handlers.MeanDice(output_transform=monai.handlers.from_engine([\"pred\", \"label\"]))\n", " },\n", " train_handlers=monai.handlers.StatsHandler(\n", - " tag_name=\"train_loss\", output_transform=monai.handlers.from_engine([\"loss\"], first=True)\n", + " tag_name=\"train_loss\", name=\"Training\", output_transform=monai.handlers.from_engine([\"loss\"], first=True)\n", " ),\n", ")\n", "trainer.run()" From 983d8ab8e45f76a2a7f0d0135615095d5b36504c Mon Sep 17 00:00:00 2001 From: Wenqi Li Date: Sat, 25 Feb 2023 18:09:54 +0000 Subject: [PATCH 2/2] fixes format Signed-off-by: Wenqi Li --- modules/developer_guide.ipynb | 2 -- 1 file changed, 2 deletions(-) diff --git a/modules/developer_guide.ipynb b/modules/developer_guide.ipynb index 02a86587e9..06406ea77d 100644 --- a/modules/developer_guide.ipynb +++ b/modules/developer_guide.ipynb @@ -75,8 +75,6 @@ "outputs": [], "source": [ "import monai.transforms as mt\n", - "import logging\n", - "import sys\n", "import matplotlib.pyplot as plt\n", "import ignite\n", "import numpy as np\n",