{"action":"opened","issue":{"url":"https://api.github.com/repos/balancap/SSD-Tensorflow/issues/132","repository_url":"https://api.github.com/repos/balancap/SSD-Tensorflow","labels_url":"https://api.github.com/repos/balancap/SSD-Tensorflow/issues/132/labels{/name}","comments_url":"https://api.github.com/repos/balancap/SSD-Tensorflow/issues/132/comments","events_url":"https://api.github.com/repos/balancap/SSD-Tensorflow/issues/132/events","html_url":"https://github.com/balancap/SSD-Tensorflow/issues/132","id":255078831,"number":132,"title":"Can't convergence for fine-tuning","user":{"login":"oowe","id":30895197,"avatar_url":"https://avatars3.githubusercontent.com/u/30895197?v=4","gravatar_id":"","url":"https://api.github.com/users/oowe","html_url":"https://github.com/oowe","followers_url":"https://api.github.com/users/oowe/followers","following_url":"https://api.github.com/users/oowe/following{/other_user}","gists_url":"https://api.github.com/users/oowe/gists{/gist_id}","starred_url":"https://api.github.com/users/oowe/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/oowe/subscriptions","organizations_url":"https://api.github.com/users/oowe/orgs","repos_url":"https://api.github.com/users/oowe/repos","events_url":"https://api.github.com/users/oowe/events{/privacy}","received_events_url":"https://api.github.com/users/oowe/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2017-09-04T15:58:48Z","updated_at":"2017-09-04T15:58:48Z","closed_at":null,"author_association":"NONE","body":"[The result show can't convergence for fine-tuning.]\r\n[https://ppt.cc/fq5MTx](url)\r\n\r\nHi all,\r\n\r\nI have the problem is loss rate can't convergence.\r\n\r\nI use the parameter are followed:\r\n\r\npython3 train_ssd_network.py --train_dir=${TRAIN_DIR} --dataset_dir=${DATASET_DIR} --dataset_name=pascalvoc_2012 --dataset_split_name=train --model_name=ssd_300_vgg --checkpoint_path=${CHECKPOINT_PATH} --save_summaries_secs=60 --save_interval_secs=600 --weight_decay=0.0005 --optimizer=adam --learning_rate=0.0001 --batch_size=1\r\n\r\nMy environment:\r\ncuda 8.0\r\ncudnn6\r\nopencv-python3.3\r\nnvidia driver 375\r\ntensorflow1.3\r\n\r\nDoes anyone know how can I do ?\r\nthank!"}}
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