search

msracver / Relation-Networks-for-Object-Detection

Relation Networks for Object Detection
MIT License
1.09k stars 190 forks source link

Using rcnn_end2end_tain_test.py to train my own dataset #14

Closed super-wcg closed 6 years ago

super-wcg commented 6 years ago

2018-06-26 10:15:50,538 {'bbox_pred_bias': (8L,), 'bbox_pred_weight': (8L, 1024L), 'bbox_target': (1L, 48L, 38L, 38L), 'bbox_weight': (1L, 48L, 38L, 38L), 'bn2a_branch1_beta': (256L,), 'bn2a_branch1_gamma': (256L,), 'bn2a_branch2a_beta': (64L,), 'bn2a_branch2a_gamma': (64L,), 'bn2a_branch2b_beta': (64L,), 'bn2a_branch2b_gamma': (64L,), 'bn2a_branch2c_beta': (256L,), 'bn2a_branch2c_gamma': (256L,), 'bn2b_branch2a_beta': (64L,), 'bn2b_branch2a_gamma': (64L,), 'bn2b_branch2b_beta': (64L,), 'bn2b_branch2b_gamma': (64L,), 'bn2b_branch2c_beta': (256L,), 'bn2b_branch2c_gamma': (256L,), 'bn2c_branch2a_beta': (64L,), 'bn2c_branch2a_gamma': (64L,), 'bn2c_branch2b_beta': (64L,), 'bn2c_branch2b_gamma': (64L,), 'bn2c_branch2c_beta': (256L,), 'bn2c_branch2c_gamma': (256L,), 'bn3a_branch1_beta': (512L,), 'bn3a_branch1_gamma': (512L,), 'bn3a_branch2a_beta': (128L,), 'bn3a_branch2a_gamma': (128L,), 'bn3a_branch2b_beta': (128L,), 'bn3a_branch2b_gamma': (128L,), 'bn3a_branch2c_beta': (512L,), 'bn3a_branch2c_gamma': (512L,), 'bn3b1_branch2a_beta': (128L,), 'bn3b1_branch2a_gamma': (128L,), 'bn3b1_branch2b_beta': (128L,), 'bn3b1_branch2b_gamma': (128L,), 'bn3b1_branch2c_beta': (512L,), 'bn3b1_branch2c_gamma': (512L,), 'bn3b2_branch2a_beta': (128L,), 'bn3b2_branch2a_gamma': (128L,), 'bn3b2_branch2b_beta': (128L,), 'bn3b2_branch2b_gamma': (128L,), 'bn3b2_branch2c_beta': (512L,), 'bn3b2_branch2c_gamma': (512L,), 'bn3b3_branch2a_beta': (128L,), 'bn3b3_branch2a_gamma': (128L,), 'bn3b3_branch2b_beta': (128L,), 'bn3b3_branch2b_gamma': (128L,), 'bn3b3_branch2c_beta': (512L,), 'bn3b3_branch2c_gamma': (512L,), 'bn4a_branch1_beta': (1024L,), 'bn4a_branch1_gamma': (1024L,), 'bn4a_branch2a_beta': (256L,), 'bn4a_branch2a_gamma': (256L,), 'bn4a_branch2b_beta': (256L,), 'bn4a_branch2b_gamma': (256L,), 'bn4a_branch2c_beta': (1024L,), 'bn4a_branch2c_gamma': (1024L,), 'bn4b10_branch2a_beta': (256L,), 'bn4b10_branch2a_gamma': (256L,), 'bn4b10_branch2b_beta': (256L,), 'bn4b10_branch2b_gamma': (256L,), 'bn4b10_branch2c_beta': (1024L,), 'bn4b10_branch2c_gamma': (1024L,), 'bn4b11_branch2a_beta': (256L,), 'bn4b11_branch2a_gamma': (256L,), 'bn4b11_branch2b_beta': (256L,), 'bn4b11_branch2b_gamma': (256L,), 'bn4b11_branch2c_beta': (1024L,), 'bn4b11_branch2c_gamma': (1024L,), 'bn4b12_branch2a_beta': (256L,), 'bn4b12_branch2a_gamma': (256L,), 'bn4b12_branch2b_beta': (256L,), 'bn4b12_branch2b_gamma': (256L,), 'bn4b12_branch2c_beta': (1024L,), 'bn4b12_branch2c_gamma': (1024L,), 'bn4b13_branch2a_beta': (256L,), 'bn4b13_branch2a_gamma': (256L,), 'bn4b13_branch2b_beta': (256L,), 'bn4b13_branch2b_gamma': (256L,), 'bn4b13_branch2c_beta': (1024L,), 'bn4b13_branch2c_gamma': (1024L,), 'bn4b14_branch2a_beta': (256L,), 'bn4b14_branch2a_gamma': (256L,), 'bn4b14_branch2b_beta': (256L,), 'bn4b14_branch2b_gamma': (256L,), 'bn4b14_branch2c_beta': (1024L,), 'bn4b14_branch2c_gamma': (1024L,), 'bn4b15_branch2a_beta': (256L,), 'bn4b15_branch2a_gamma': (256L,), 'bn4b15_branch2b_beta': (256L,), 'bn4b15_branch2b_gamma': (256L,), 'bn4b15_branch2c_beta': (1024L,), 'bn4b15_branch2c_gamma': (1024L,), 'bn4b16_branch2a_beta': (256L,), 'bn4b16_branch2a_gamma': (256L,), 'bn4b16_branch2b_beta': (256L,), 'bn4b16_branch2b_gamma': (256L,), 'bn4b16_branch2c_beta': (1024L,), 'bn4b16_branch2c_gamma': (1024L,), 'bn4b17_branch2a_beta': (256L,), 'bn4b17_branch2a_gamma': (256L,), 'bn4b17_branch2b_beta': (256L,), 'bn4b17_branch2b_gamma': (256L,), 'bn4b17_branch2c_beta': (1024L,), 'bn4b17_branch2c_gamma': (1024L,), 'bn4b18_branch2a_beta': (256L,), 'bn4b18_branch2a_gamma': (256L,), 'bn4b18_branch2b_beta': (256L,), 'bn4b18_branch2b_gamma': (256L,), 'bn4b18_branch2c_beta': (1024L,), 'bn4b18_branch2c_gamma': (1024L,), 'bn4b19_branch2a_beta': (256L,), 'bn4b19_branch2a_gamma': (256L,), 'bn4b19_branch2b_beta': (256L,), 'bn4b19_branch2b_gamma': (256L,), 'bn4b19_branch2c_beta': (1024L,), 'bn4b19_branch2c_gamma': (1024L,), 'bn4b1_branch2a_beta': (256L,), 'bn4b1_branch2a_gamma': (256L,), 'bn4b1_branch2b_beta': (256L,), 'bn4b1_branch2b_gamma': (256L,), 'bn4b1_branch2c_beta': (1024L,), 'bn4b1_branch2c_gamma': (1024L,), 'bn4b20_branch2a_beta': (256L,), 'bn4b20_branch2a_gamma': (256L,), 'bn4b20_branch2b_beta': (256L,), 'bn4b20_branch2b_gamma': (256L,), 'bn4b20_branch2c_beta': (1024L,), 'bn4b20_branch2c_gamma': (1024L,), 'bn4b21_branch2a_beta': (256L,), 'bn4b21_branch2a_gamma': (256L,), 'bn4b21_branch2b_beta': (256L,), 'bn4b21_branch2b_gamma': (256L,), 'bn4b21_branch2c_beta': (1024L,), 'bn4b21_branch2c_gamma': (1024L,), 'bn4b22_branch2a_beta': (256L,), 'bn4b22_branch2a_gamma': (256L,), 'bn4b22_branch2b_beta': (256L,), 'bn4b22_branch2b_gamma': (256L,), 'bn4b22_branch2c_beta': (1024L,), 'bn4b22_branch2c_gamma': (1024L,), 'bn4b2_branch2a_beta': (256L,), 'bn4b2_branch2a_gamma': (256L,), 'bn4b2_branch2b_beta': (256L,), 'bn4b2_branch2b_gamma': (256L,), 'bn4b2_branch2c_beta': (1024L,), 'bn4b2_branch2c_gamma': (1024L,), 'bn4b3_branch2a_beta': (256L,), 'bn4b3_branch2a_gamma': (256L,), 'bn4b3_branch2b_beta': (256L,), 'bn4b3_branch2b_gamma': (256L,), 'bn4b3_branch2c_beta': (1024L,), 'bn4b3_branch2c_gamma': (1024L,), 'bn4b4_branch2a_beta': (256L,), 'bn4b4_branch2a_gamma': (256L,), 'bn4b4_branch2b_beta': (256L,), 'bn4b4_branch2b_gamma': (256L,), 'bn4b4_branch2c_beta': (1024L,), 'bn4b4_branch2c_gamma': (1024L,), 'bn4b5_branch2a_beta': (256L,), 'bn4b5_branch2a_gamma': (256L,), 'bn4b5_branch2b_beta': (256L,), 'bn4b5_branch2b_gamma': (256L,), 'bn4b5_branch2c_beta': (1024L,), 'bn4b5_branch2c_gamma': (1024L,), 'bn4b6_branch2a_beta': (256L,), 'bn4b6_branch2a_gamma': (256L,), 'bn4b6_branch2b_beta': (256L,), 'bn4b6_branch2b_gamma': (256L,), 'bn4b6_branch2c_beta': (1024L,), 'bn4b6_branch2c_gamma': (1024L,), 'bn4b7_branch2a_beta': (256L,), 'bn4b7_branch2a_gamma': (256L,), 'bn4b7_branch2b_beta': (256L,), 'bn4b7_branch2b_gamma': (256L,), 'bn4b7_branch2c_beta': (1024L,), 'bn4b7_branch2c_gamma': (1024L,), 'bn4b8_branch2a_beta': (256L,), 'bn4b8_branch2a_gamma': (256L,), 'bn4b8_branch2b_beta': (256L,), 'bn4b8_branch2b_gamma': (256L,), 'bn4b8_branch2c_beta': (1024L,), 'bn4b8_branch2c_gamma': (1024L,), 'bn4b9_branch2a_beta': (256L,), 'bn4b9_branch2a_gamma': (256L,), 'bn4b9_branch2b_beta': (256L,), 'bn4b9_branch2b_gamma': (256L,), 'bn4b9_branch2c_beta': (1024L,), 'bn4b9_branch2c_gamma': (1024L,), 'bn5a_branch1_beta': (2048L,), 'bn5a_branch1_gamma': (2048L,), 'bn5a_branch2a_beta': (512L,), 'bn5a_branch2a_gamma': (512L,), 'bn5a_branch2b_beta': (512L,), 'bn5a_branch2b_gamma': (512L,), 'bn5a_branch2c_beta': (2048L,), 'bn5a_branch2c_gamma': (2048L,), 'bn5b_branch2a_beta': (512L,), 'bn5b_branch2a_gamma': (512L,), 'bn5b_branch2b_beta': (512L,), 'bn5b_branch2b_gamma': (512L,), 'bn5b_branch2c_beta': (2048L,), 'bn5b_branch2c_gamma': (2048L,), 'bn5c_branch2a_beta': (512L,), 'bn5c_branch2a_gamma': (512L,), 'bn5c_branch2b_beta': (512L,), 'bn5c_branch2b_gamma': (512L,), 'bn5c_branch2c_beta': (2048L,), 'bn5c_branch2c_gamma': (2048L,), 'bn_conv1_beta': (64L,), 'bn_conv1_gamma': (64L,), 'cls_score_bias': (11L,), 'cls_score_weight': (11L, 1024L), 'conv1_weight': (64L, 3L, 7L, 7L), 'conv_new_1_bias': (256L,), 'conv_new_1_weight': (256L, 2048L, 1L, 1L), 'data': (1L, 3L, 600L, 600L), 'fc_new_1_bias': (1024L,), 'fc_new_1_weight': (1024L, 12544L), 'fc_new_2_bias': (1024L,), 'fc_new_2_weight': (1024L, 1024L), 'gt_boxes': (1L, 19L, 5L), 'im_info': (1L, 3L), 'key_1_bias': (1024L,), 'key_1_weight': (1024L, 1024L), 'key_2_bias': (1024L,), 'key_2_weight': (1024L, 1024L), 'label': (1L, 17328L), 'linear_out_1_bias': (1024L,), 'linear_out_1_weight': (1024L, 1024L, 1L, 1L), 'linear_out_2_bias': (1024L,), 'linear_out_2_weight': (1024L, 1024L, 1L, 1L), 'nms_key_1_bias': (1024L,), 'nms_key_1_weight': (1024L, 128L), 'nms_linear_out_1_bias': (128L,), 'nms_linear_out_1_weight': (128L, 128L, 1L, 1L), 'nms_logit_bias': (5L,), 'nms_logit_weight': (5L, 128L), 'nms_pair_pos_fc1_1_bias': (16L,), 'nms_pair_pos_fc1_1_weight': (16L, 64L), 'nms_query_1_bias': (1024L,), 'nms_query_1_weight': (1024L, 128L), 'nms_rank_bias': (128L,), 'nms_rank_weight': (128L, 1024L), 'pair_pos_fc1_1_bias': (16L,), 'pair_pos_fc1_1_weight': (16L, 64L), 'pair_pos_fc1_2_bias': (16L,), 'pair_pos_fc1_2_weight': (16L, 64L), 'query_1_bias': (1024L,), 'query_1_weight': (1024L, 1024L), 'query_2_bias': (1024L,), 'query_2_weight': (1024L, 1024L), 'res2a_branch1_weight': (256L, 64L, 1L, 1L), 'res2a_branch2a_weight': (64L, 64L, 1L, 1L), 'res2a_branch2b_weight': (64L, 64L, 3L, 3L), 'res2a_branch2c_weight': (256L, 64L, 1L, 1L), 'res2b_branch2a_weight': (64L, 256L, 1L, 1L), 'res2b_branch2b_weight': (64L, 64L, 3L, 3L), 'res2b_branch2c_weight': (256L, 64L, 1L, 1L), 'res2c_branch2a_weight': (64L, 256L, 1L, 1L), 'res2c_branch2b_weight': (64L, 64L, 3L, 3L), 'res2c_branch2c_weight': (256L, 64L, 1L, 1L), 'res3a_branch1_weight': (512L, 256L, 1L, 1L), 'res3a_branch2a_weight': (128L, 256L, 1L, 1L), 'res3a_branch2b_weight': (128L, 128L, 3L, 3L), 'res3a_branch2c_weight': (512L, 128L, 1L, 1L), 'res3b1_branch2a_weight': (128L, 512L, 1L, 1L), 'res3b1_branch2b_weight': (128L, 128L, 3L, 3L), 'res3b1_branch2c_weight': (512L, 128L, 1L, 1L), 'res3b2_branch2a_weight': (128L, 512L, 1L, 1L), 'res3b2_branch2b_weight': (128L, 128L, 3L, 3L), 'res3b2_branch2c_weight': (512L, 128L, 1L, 1L), 'res3b3_branch2a_weight': (128L, 512L, 1L, 1L), 'res3b3_branch2b_weight': (128L, 128L, 3L, 3L), 'res3b3_branch2c_weight': (512L, 128L, 1L, 1L), 'res4a_branch1_weight': (1024L, 512L, 1L, 1L), 'res4a_branch2a_weight': (256L, 512L, 1L, 1L), 'res4a_branch2b_weight': (256L, 256L, 3L, 3L), 'res4a_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b10_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b10_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b10_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b11_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b11_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b11_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b12_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b12_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b12_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b13_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b13_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b13_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b14_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b14_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b14_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b15_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b15_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b15_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b16_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b16_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b16_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b17_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b17_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b17_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b18_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b18_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b18_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b19_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b19_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b19_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b1_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b1_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b1_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b20_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b20_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b20_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b21_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b21_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b21_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b22_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b22_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b22_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b2_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b2_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b2_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b3_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b3_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b3_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b4_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b4_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b4_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b5_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b5_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b5_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b6_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b6_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b6_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b7_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b7_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b7_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b8_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b8_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b8_branch2c_weight': (1024L, 256L, 1L, 1L), 'res4b9_branch2a_weight': (256L, 1024L, 1L, 1L), 'res4b9_branch2b_weight': (256L, 256L, 3L, 3L), 'res4b9_branch2c_weight': (1024L, 256L, 1L, 1L), 'res5a_branch1_weight': (2048L, 1024L, 1L, 1L), 'res5a_branch2a_weight': (512L, 1024L, 1L, 1L), 'res5a_branch2b_weight': (512L, 512L, 3L, 3L), 'res5a_branch2c_weight': (2048L, 512L, 1L, 1L), 'res5b_branch2a_weight': (512L, 2048L, 1L, 1L), 'res5b_branch2b_weight': (512L, 512L, 3L, 3L), 'res5b_branch2c_weight': (2048L, 512L, 1L, 1L), 'res5c_branch2a_weight': (512L, 2048L, 1L, 1L), 'res5c_branch2b_weight': (512L, 512L, 3L, 3L), 'res5c_branch2c_weight': (2048L, 512L, 1L, 1L), 'roi_feat_embedding_bias': (128L,), 'roi_feat_embedding_weight': (128L, 1024L), 'rpn_bbox_pred_bias': (48L,), 'rpn_bbox_pred_weight': (48L, 512L, 1L, 1L), 'rpn_cls_score_bias': (24L,), 'rpn_cls_score_weight': (24L, 512L, 1L, 1L), 'rpn_conv_3x3_bias': (512L,), 'rpn_conv_3x3_weight': (512L, 1024L, 3L, 3L)} 2018-06-26 10:15:51,964 conv1_weight is fixed. 2018-06-26 10:15:51,965 bn_conv1_gamma is fixed. 2018-06-26 10:15:51,966 bn_conv1_beta is fixed. 2018-06-26 10:15:51,966 res2a_branch1_weight is fixed. 2018-06-26 10:15:51,966 bn2a_branch1_gamma is fixed. 2018-06-26 10:15:51,966 bn2a_branch1_beta is fixed. 2018-06-26 10:15:51,967 res2a_branch2a_weight is fixed. 2018-06-26 10:15:51,967 bn2a_branch2a_gamma is fixed. 2018-06-26 10:15:51,967 bn2a_branch2a_beta is fixed. 2018-06-26 10:15:51,967 res2a_branch2b_weight is fixed. 2018-06-26 10:15:51,967 bn2a_branch2b_gamma is fixed. 2018-06-26 10:15:51,967 bn2a_branch2b_beta is fixed. 2018-06-26 10:15:51,967 res2a_branch2c_weight is fixed. 2018-06-26 10:15:51,967 bn2a_branch2c_gamma is fixed. 2018-06-26 10:15:51,967 bn2a_branch2c_beta is fixed. 2018-06-26 10:15:51,968 res2b_branch2a_weight is fixed. 2018-06-26 10:15:51,968 bn2b_branch2a_gamma is fixed. 2018-06-26 10:15:51,968 bn2b_branch2a_beta is fixed. 2018-06-26 10:15:51,968 res2b_branch2b_weight is fixed. 2018-06-26 10:15:51,968 bn2b_branch2b_gamma is fixed. 2018-06-26 10:15:51,968 bn2b_branch2b_beta is fixed. 2018-06-26 10:15:51,968 res2b_branch2c_weight is fixed. 2018-06-26 10:15:51,968 bn2b_branch2c_gamma is fixed. 2018-06-26 10:15:51,969 bn2b_branch2c_beta is fixed. 2018-06-26 10:15:51,969 res2c_branch2a_weight is fixed. 2018-06-26 10:15:51,969 bn2c_branch2a_gamma is fixed. 2018-06-26 10:15:51,969 bn2c_branch2a_beta is fixed. 2018-06-26 10:15:51,969 res2c_branch2b_weight is fixed. 2018-06-26 10:15:51,969 bn2c_branch2b_gamma is fixed. 2018-06-26 10:15:51,969 bn2c_branch2b_beta is fixed. 2018-06-26 10:15:51,969 res2c_branch2c_weight is fixed. 2018-06-26 10:15:51,969 bn2c_branch2c_gamma is fixed. 2018-06-26 10:15:51,970 bn2c_branch2c_beta is fixed. 2018-06-26 10:15:51,970 bn3a_branch1_gamma is fixed. 2018-06-26 10:15:51,970 bn3a_branch1_beta is fixed. 2018-06-26 10:15:51,970 bn3a_branch2a_gamma is fixed. 2018-06-26 10:15:51,970 bn3a_branch2a_beta is fixed. 2018-06-26 10:15:51,970 bn3a_branch2b_gamma is fixed. 2018-06-26 10:15:51,970 bn3a_branch2b_beta is fixed. 2018-06-26 10:15:51,970 bn3a_branch2c_gamma is fixed. 2018-06-26 10:15:51,970 bn3a_branch2c_beta is fixed. 2018-06-26 10:15:51,970 bn3b1_branch2a_gamma is fixed. 2018-06-26 10:15:51,970 bn3b1_branch2a_beta is fixed. 2018-06-26 10:15:51,970 bn3b1_branch2b_gamma is fixed. 2018-06-26 10:15:51,970 bn3b1_branch2b_beta is fixed. 2018-06-26 10:15:51,970 bn3b1_branch2c_gamma is fixed. 2018-06-26 10:15:51,970 bn3b1_branch2c_beta is fixed. 2018-06-26 10:15:51,970 bn3b2_branch2a_gamma is fixed. 2018-06-26 10:15:51,970 bn3b2_branch2a_beta is fixed. 2018-06-26 10:15:51,970 bn3b2_branch2b_gamma is fixed. 2018-06-26 10:15:51,971 bn3b2_branch2b_beta is fixed. 2018-06-26 10:15:51,971 bn3b2_branch2c_gamma is fixed. 2018-06-26 10:15:51,971 bn3b2_branch2c_beta is fixed. 2018-06-26 10:15:51,971 bn3b3_branch2a_gamma is fixed. 2018-06-26 10:15:51,971 bn3b3_branch2a_beta is fixed. 2018-06-26 10:15:51,971 bn3b3_branch2b_gamma is fixed. 2018-06-26 10:15:51,971 bn3b3_branch2b_beta is fixed. 2018-06-26 10:15:51,971 bn3b3_branch2c_gamma is fixed. 2018-06-26 10:15:51,971 bn3b3_branch2c_beta is fixed. 2018-06-26 10:15:51,971 bn4a_branch1_gamma is fixed. 2018-06-26 10:15:51,971 bn4a_branch1_beta is fixed. 2018-06-26 10:15:51,971 bn4a_branch2a_gamma is fixed. 2018-06-26 10:15:51,971 bn4a_branch2a_beta is fixed. 2018-06-26 10:15:51,971 bn4a_branch2b_gamma is fixed. 2018-06-26 10:15:51,972 bn4a_branch2b_beta is fixed. 2018-06-26 10:15:51,972 bn4a_branch2c_gamma is fixed. 2018-06-26 10:15:51,972 bn4a_branch2c_beta is fixed. 2018-06-26 10:15:51,972 bn4b1_branch2a_gamma is fixed. 2018-06-26 10:15:51,972 bn4b1_branch2a_beta is fixed. 2018-06-26 10:15:51,972 bn4b1_branch2b_gamma is fixed. 2018-06-26 10:15:51,972 bn4b1_branch2b_beta is fixed. 2018-06-26 10:15:51,972 bn4b1_branch2c_gamma is fixed. 2018-06-26 10:15:51,972 bn4b1_branch2c_beta is fixed. 2018-06-26 10:15:51,972 bn4b2_branch2a_gamma is fixed. 2018-06-26 10:15:51,972 bn4b2_branch2a_beta is fixed. 2018-06-26 10:15:51,972 bn4b2_branch2b_gamma is fixed. 2018-06-26 10:15:51,972 bn4b2_branch2b_beta is fixed. 2018-06-26 10:15:51,972 bn4b2_branch2c_gamma is fixed. 2018-06-26 10:15:51,973 bn4b2_branch2c_beta is fixed. 2018-06-26 10:15:51,973 bn4b3_branch2a_gamma is fixed. 2018-06-26 10:15:51,973 bn4b3_branch2a_beta is fixed. 2018-06-26 10:15:51,973 bn4b3_branch2b_gamma is fixed. 2018-06-26 10:15:51,973 bn4b3_branch2b_beta is fixed. 2018-06-26 10:15:51,973 bn4b3_branch2c_gamma is fixed. 2018-06-26 10:15:51,973 bn4b3_branch2c_beta is fixed. 2018-06-26 10:15:51,973 bn4b4_branch2a_gamma is fixed. 2018-06-26 10:15:51,973 bn4b4_branch2a_beta is fixed. 2018-06-26 10:15:51,973 bn4b4_branch2b_gamma is fixed. 2018-06-26 10:15:51,973 bn4b4_branch2b_beta is fixed. 2018-06-26 10:15:51,973 bn4b4_branch2c_gamma is fixed. 2018-06-26 10:15:51,975 bn4b4_branch2c_beta is fixed. 2018-06-26 10:15:51,976 bn4b5_branch2a_gamma is fixed. 2018-06-26 10:15:51,976 bn4b5_branch2a_beta is fixed. 2018-06-26 10:15:51,976 bn4b5_branch2b_gamma is fixed. 2018-06-26 10:15:51,976 bn4b5_branch2b_beta is fixed. 2018-06-26 10:15:51,976 bn4b5_branch2c_gamma is fixed. 2018-06-26 10:15:51,978 bn4b5_branch2c_beta is fixed. 2018-06-26 10:15:51,979 bn4b6_branch2a_gamma is fixed. 2018-06-26 10:15:51,979 bn4b6_branch2a_beta is fixed. 2018-06-26 10:15:51,979 bn4b6_branch2b_gamma is fixed. 2018-06-26 10:15:51,979 bn4b6_branch2b_beta is fixed. 2018-06-26 10:15:51,979 bn4b6_branch2c_gamma is fixed. 2018-06-26 10:15:51,979 bn4b6_branch2c_beta is fixed. 2018-06-26 10:15:51,979 bn4b7_branch2a_gamma is fixed. 2018-06-26 10:15:51,980 bn4b7_branch2a_beta is fixed. 2018-06-26 10:15:51,980 bn4b7_branch2b_gamma is fixed. 2018-06-26 10:15:51,980 bn4b7_branch2b_beta is fixed. 2018-06-26 10:15:51,980 bn4b7_branch2c_gamma is fixed. 2018-06-26 10:15:51,980 bn4b7_branch2c_beta is fixed. 2018-06-26 10:15:51,980 bn4b8_branch2a_gamma is fixed. 2018-06-26 10:15:51,981 bn4b8_branch2a_beta is fixed. 2018-06-26 10:15:51,981 bn4b8_branch2b_gamma is fixed. 2018-06-26 10:15:51,981 bn4b8_branch2b_beta is fixed. 2018-06-26 10:15:51,981 bn4b8_branch2c_gamma is fixed. 2018-06-26 10:15:51,981 bn4b8_branch2c_beta is fixed. 2018-06-26 10:15:51,981 bn4b9_branch2a_gamma is fixed. 2018-06-26 10:15:51,981 bn4b9_branch2a_beta is fixed. 2018-06-26 10:15:51,982 bn4b9_branch2b_gamma is fixed. 2018-06-26 10:15:51,982 bn4b9_branch2b_beta is fixed. 2018-06-26 10:15:51,982 bn4b9_branch2c_gamma is fixed. 2018-06-26 10:15:51,982 bn4b9_branch2c_beta is fixed. 2018-06-26 10:15:51,982 bn4b10_branch2a_gamma is fixed. 2018-06-26 10:15:51,982 bn4b10_branch2a_beta is fixed. 2018-06-26 10:15:51,982 bn4b10_branch2b_gamma is fixed. 2018-06-26 10:15:51,982 bn4b10_branch2b_beta is fixed. 2018-06-26 10:15:51,983 bn4b10_branch2c_gamma is fixed. 2018-06-26 10:15:51,983 bn4b10_branch2c_beta is fixed. 2018-06-26 10:15:51,983 bn4b11_branch2a_gamma is fixed. 2018-06-26 10:15:51,983 bn4b11_branch2a_beta is fixed. 2018-06-26 10:15:51,983 bn4b11_branch2b_gamma is fixed. 2018-06-26 10:15:51,983 bn4b11_branch2b_beta is fixed. 2018-06-26 10:15:51,983 bn4b11_branch2c_gamma is fixed. 2018-06-26 10:15:51,983 bn4b11_branch2c_beta is fixed. 2018-06-26 10:15:51,983 bn4b12_branch2a_gamma is fixed. 2018-06-26 10:15:51,984 bn4b12_branch2a_beta is fixed. 2018-06-26 10:15:51,984 bn4b12_branch2b_gamma is fixed. 2018-06-26 10:15:51,984 bn4b12_branch2b_beta is fixed. 2018-06-26 10:15:51,984 bn4b12_branch2c_gamma is fixed. 2018-06-26 10:15:51,984 bn4b12_branch2c_beta is fixed. 2018-06-26 10:15:51,986 bn4b13_branch2a_gamma is fixed. 2018-06-26 10:15:51,987 bn4b13_branch2a_beta is fixed. 2018-06-26 10:15:51,987 bn4b13_branch2b_gamma is fixed. 2018-06-26 10:15:51,987 bn4b13_branch2b_beta is fixed. 2018-06-26 10:15:51,987 bn4b13_branch2c_gamma is fixed. 2018-06-26 10:15:51,987 bn4b13_branch2c_beta is fixed. 2018-06-26 10:15:51,987 bn4b14_branch2a_gamma is fixed. 2018-06-26 10:15:51,988 bn4b14_branch2a_beta is fixed. 2018-06-26 10:15:51,988 bn4b14_branch2b_gamma is fixed. 2018-06-26 10:15:51,988 bn4b14_branch2b_beta is fixed. 2018-06-26 10:15:51,988 bn4b14_branch2c_gamma is fixed. 2018-06-26 10:15:51,988 bn4b14_branch2c_beta is fixed. 2018-06-26 10:15:51,988 bn4b15_branch2a_gamma is fixed. 2018-06-26 10:15:51,988 bn4b15_branch2a_beta is fixed. 2018-06-26 10:15:51,988 bn4b15_branch2b_gamma is fixed. 2018-06-26 10:15:51,989 bn4b15_branch2b_beta is fixed. 2018-06-26 10:15:51,989 bn4b15_branch2c_gamma is fixed. 2018-06-26 10:15:51,989 bn4b15_branch2c_beta is fixed. 2018-06-26 10:15:51,989 bn4b16_branch2a_gamma is fixed. 2018-06-26 10:15:51,989 bn4b16_branch2a_beta is fixed. 2018-06-26 10:15:51,997 bn4b16_branch2b_gamma is fixed. 2018-06-26 10:15:51,998 bn4b16_branch2b_beta is fixed. 2018-06-26 10:15:51,998 bn4b16_branch2c_gamma is fixed. 2018-06-26 10:15:51,998 bn4b16_branch2c_beta is fixed. 2018-06-26 10:15:51,998 bn4b17_branch2a_gamma is fixed. 2018-06-26 10:15:51,998 bn4b17_branch2a_beta is fixed. 2018-06-26 10:15:51,998 bn4b17_branch2b_gamma is fixed. 2018-06-26 10:15:51,998 bn4b17_branch2b_beta is fixed. 2018-06-26 10:15:51,999 bn4b17_branch2c_gamma is fixed. 2018-06-26 10:15:51,999 bn4b17_branch2c_beta is fixed. 2018-06-26 10:15:51,999 bn4b18_branch2a_gamma is fixed. 2018-06-26 10:15:51,999 bn4b18_branch2a_beta is fixed. 2018-06-26 10:15:51,999 bn4b18_branch2b_gamma is fixed. 2018-06-26 10:15:51,999 bn4b18_branch2b_beta is fixed. 2018-06-26 10:15:51,999 bn4b18_branch2c_gamma is fixed. 2018-06-26 10:15:51,999 bn4b18_branch2c_beta is fixed. 2018-06-26 10:15:51,999 bn4b19_branch2a_gamma is fixed. 2018-06-26 10:15:51,999 bn4b19_branch2a_beta is fixed. 2018-06-26 10:15:51,999 bn4b19_branch2b_gamma is fixed. 2018-06-26 10:15:51,999 bn4b19_branch2b_beta is fixed. 2018-06-26 10:15:51,999 bn4b19_branch2c_gamma is fixed. 2018-06-26 10:15:51,999 bn4b19_branch2c_beta is fixed. 2018-06-26 10:15:51,999 bn4b20_branch2a_gamma is fixed. 2018-06-26 10:15:51,999 bn4b20_branch2a_beta is fixed. 2018-06-26 10:15:51,999 bn4b20_branch2b_gamma is fixed. 2018-06-26 10:15:51,999 bn4b20_branch2b_beta is fixed. 2018-06-26 10:15:51,999 bn4b20_branch2c_gamma is fixed. 2018-06-26 10:15:51,999 bn4b20_branch2c_beta is fixed. 2018-06-26 10:15:52,000 bn4b21_branch2a_gamma is fixed. 2018-06-26 10:15:52,000 bn4b21_branch2a_beta is fixed. 2018-06-26 10:15:52,000 bn4b21_branch2b_gamma is fixed. 2018-06-26 10:15:52,000 bn4b21_branch2b_beta is fixed. 2018-06-26 10:15:52,000 bn4b21_branch2c_gamma is fixed. 2018-06-26 10:15:52,000 bn4b21_branch2c_beta is fixed. 2018-06-26 10:15:52,000 bn4b22_branch2a_gamma is fixed. 2018-06-26 10:15:52,000 bn4b22_branch2a_beta is fixed. 2018-06-26 10:15:52,000 bn4b22_branch2b_gamma is fixed. 2018-06-26 10:15:52,000 bn4b22_branch2b_beta is fixed. 2018-06-26 10:15:52,000 bn4b22_branch2c_gamma is fixed. 2018-06-26 10:15:52,000 bn4b22_branch2c_beta is fixed. 2018-06-26 10:15:52,000 bn5a_branch1_gamma is fixed. 2018-06-26 10:15:52,000 bn5a_branch1_beta is fixed. 2018-06-26 10:15:52,000 bn5a_branch2a_gamma is fixed. 2018-06-26 10:15:52,000 bn5a_branch2a_beta is fixed. 2018-06-26 10:15:52,000 bn5a_branch2b_gamma is fixed. 2018-06-26 10:15:52,001 bn5a_branch2b_beta is fixed. 2018-06-26 10:15:52,001 bn5a_branch2c_gamma is fixed. 2018-06-26 10:15:52,001 bn5a_branch2c_beta is fixed. 2018-06-26 10:15:52,001 bn5b_branch2a_gamma is fixed. 2018-06-26 10:15:52,001 bn5b_branch2a_beta is fixed. 2018-06-26 10:15:52,001 bn5b_branch2b_gamma is fixed. 2018-06-26 10:15:52,001 bn5b_branch2b_beta is fixed. 2018-06-26 10:15:52,001 bn5b_branch2c_gamma is fixed. 2018-06-26 10:15:52,001 bn5b_branch2c_beta is fixed. 2018-06-26 10:15:52,002 bn5c_branch2a_gamma is fixed. 2018-06-26 10:15:52,002 bn5c_branch2a_beta is fixed. 2018-06-26 10:15:52,002 bn5c_branch2b_gamma is fixed. 2018-06-26 10:15:52,002 bn5c_branch2b_beta is fixed. 2018-06-26 10:15:52,002 bn5c_branch2c_gamma is fixed. 2018-06-26 10:15:52,002 bn5c_branch2c_beta is fixed. 2018-06-26 10:15:52,002 data is not fixed. 2018-06-26 10:15:52,003 res3a_branch1_weight is not fixed. 2018-06-26 10:15:52,003 res3a_branch2a_weight is not fixed. 2018-06-26 10:15:52,003 res3a_branch2b_weight is not fixed. 2018-06-26 10:15:52,003 res3a_branch2c_weight is not fixed. 2018-06-26 10:15:52,003 res3b1_branch2a_weight is not fixed. 2018-06-26 10:15:52,003 res3b1_branch2b_weight is not fixed. 2018-06-26 10:15:52,003 res3b1_branch2c_weight is not fixed. 2018-06-26 10:15:52,003 res3b2_branch2a_weight is not fixed. 2018-06-26 10:15:52,004 res3b2_branch2b_weight is not fixed. 2018-06-26 10:15:52,004 res3b2_branch2c_weight is not fixed. 2018-06-26 10:15:52,004 res3b3_branch2a_weight is not fixed. 2018-06-26 10:15:52,004 res3b3_branch2b_weight is not fixed. 2018-06-26 10:15:52,004 res3b3_branch2c_weight is not fixed. 2018-06-26 10:15:52,004 res4a_branch1_weight is not fixed. 2018-06-26 10:15:52,004 res4a_branch2a_weight is not fixed. 2018-06-26 10:15:52,004 res4a_branch2b_weight is not fixed. 2018-06-26 10:15:52,005 res4a_branch2c_weight is not fixed. 2018-06-26 10:15:52,005 res4b1_branch2a_weight is not fixed. 2018-06-26 10:15:52,005 res4b1_branch2b_weight is not fixed. 2018-06-26 10:15:52,005 res4b1_branch2c_weight is not fixed. 2018-06-26 10:15:52,005 res4b2_branch2a_weight is not fixed. 2018-06-26 10:15:52,005 res4b2_branch2b_weight is not fixed. 2018-06-26 10:15:52,005 res4b2_branch2c_weight is not fixed. 2018-06-26 10:15:52,005 res4b3_branch2a_weight is not fixed. 2018-06-26 10:15:52,005 res4b3_branch2b_weight is not fixed. 2018-06-26 10:15:52,006 res4b3_branch2c_weight is not fixed. 2018-06-26 10:15:52,006 res4b4_branch2a_weight is not fixed. 2018-06-26 10:15:52,006 res4b4_branch2b_weight is not fixed. 2018-06-26 10:15:52,006 res4b4_branch2c_weight is not fixed. 2018-06-26 10:15:52,006 res4b5_branch2a_weight is not fixed. 2018-06-26 10:15:52,006 res4b5_branch2b_weight is not fixed. 2018-06-26 10:15:52,006 res4b5_branch2c_weight is not fixed. 2018-06-26 10:15:52,006 res4b6_branch2a_weight is not fixed. 2018-06-26 10:15:52,006 res4b6_branch2b_weight is not fixed. 2018-06-26 10:15:52,007 res4b6_branch2c_weight is not fixed. 2018-06-26 10:15:52,007 res4b7_branch2a_weight is not fixed. 2018-06-26 10:15:52,007 res4b7_branch2b_weight is not fixed. 2018-06-26 10:15:52,007 res4b7_branch2c_weight is not fixed. 2018-06-26 10:15:52,007 res4b8_branch2a_weight is not fixed. 2018-06-26 10:15:52,007 res4b8_branch2b_weight is not fixed. 2018-06-26 10:15:52,007 res4b8_branch2c_weight is not fixed. 2018-06-26 10:15:52,007 res4b9_branch2a_weight is not fixed. 2018-06-26 10:15:52,007 res4b9_branch2b_weight is not fixed. 2018-06-26 10:15:52,007 res4b9_branch2c_weight is not fixed. 2018-06-26 10:15:52,007 res4b10_branch2a_weight is not fixed. 2018-06-26 10:15:52,007 res4b10_branch2b_weight is not fixed. 2018-06-26 10:15:52,007 res4b10_branch2c_weight is not fixed. 2018-06-26 10:15:52,007 res4b11_branch2a_weight is not fixed. 2018-06-26 10:15:52,007 res4b11_branch2b_weight is not fixed. 2018-06-26 10:15:52,007 res4b11_branch2c_weight is not fixed. 2018-06-26 10:15:52,008 res4b12_branch2a_weight is not fixed. 2018-06-26 10:15:52,008 res4b12_branch2b_weight is not fixed. 2018-06-26 10:15:52,008 res4b12_branch2c_weight is not fixed. 2018-06-26 10:15:52,008 res4b13_branch2a_weight is not fixed. 2018-06-26 10:15:52,008 res4b13_branch2b_weight is not fixed. 2018-06-26 10:15:52,008 res4b13_branch2c_weight is not fixed. 2018-06-26 10:15:52,008 res4b14_branch2a_weight is not fixed. 2018-06-26 10:15:52,008 res4b14_branch2b_weight is not fixed. 2018-06-26 10:15:52,012 res4b14_branch2c_weight is not fixed. 2018-06-26 10:15:52,012 res4b15_branch2a_weight is not fixed. 2018-06-26 10:15:52,012 res4b15_branch2b_weight is not fixed. 2018-06-26 10:15:52,012 res4b15_branch2c_weight is not fixed. 2018-06-26 10:15:52,012 res4b16_branch2a_weight is not fixed. 2018-06-26 10:15:52,012 res4b16_branch2b_weight is not fixed. 2018-06-26 10:15:52,012 res4b16_branch2c_weight is not fixed. 2018-06-26 10:15:52,013 res4b17_branch2a_weight is not fixed. 2018-06-26 10:15:52,013 res4b17_branch2b_weight is not fixed. 2018-06-26 10:15:52,013 res4b17_branch2c_weight is not fixed. 2018-06-26 10:15:52,013 res4b18_branch2a_weight is not fixed. 2018-06-26 10:15:52,013 res4b18_branch2b_weight is not fixed. 2018-06-26 10:15:52,013 res4b18_branch2c_weight is not fixed. 2018-06-26 10:15:52,013 res4b19_branch2a_weight is not fixed. 2018-06-26 10:15:52,013 res4b19_branch2b_weight is not fixed. 2018-06-26 10:15:52,013 res4b19_branch2c_weight is not fixed. 2018-06-26 10:15:52,013 res4b20_branch2a_weight is not fixed. 2018-06-26 10:15:52,013 res4b20_branch2b_weight is not fixed. 2018-06-26 10:15:52,013 res4b20_branch2c_weight is not fixed. 2018-06-26 10:15:52,013 res4b21_branch2a_weight is not fixed. 2018-06-26 10:15:52,013 res4b21_branch2b_weight is not fixed. 2018-06-26 10:15:52,013 res4b21_branch2c_weight is not fixed. 2018-06-26 10:15:52,013 res4b22_branch2a_weight is not fixed. 2018-06-26 10:15:52,014 res4b22_branch2b_weight is not fixed. 2018-06-26 10:15:52,014 res4b22_branch2c_weight is not fixed. 2018-06-26 10:15:52,014 rpn_conv_3x3_weight is not fixed. 2018-06-26 10:15:52,014 rpn_conv_3x3_bias is not fixed. 2018-06-26 10:15:52,014 rpn_cls_score_weight is not fixed. 2018-06-26 10:15:52,014 rpn_cls_score_bias is not fixed. 2018-06-26 10:15:52,014 label is not fixed. 2018-06-26 10:15:52,014 bbox_weight is not fixed. 2018-06-26 10:15:52,014 rpn_bbox_pred_weight is not fixed. 2018-06-26 10:15:52,014 rpn_bbox_pred_bias is not fixed. 2018-06-26 10:15:52,014 bbox_target is not fixed. 2018-06-26 10:15:52,014 res5a_branch1_weight is not fixed. 2018-06-26 10:15:52,014 res5a_branch2a_weight is not fixed. 2018-06-26 10:15:52,014 res5a_branch2b_weight is not fixed. 2018-06-26 10:15:52,014 res5a_branch2c_weight is not fixed. 2018-06-26 10:15:52,014 res5b_branch2a_weight is not fixed. 2018-06-26 10:15:52,014 res5b_branch2b_weight is not fixed. 2018-06-26 10:15:52,014 res5b_branch2c_weight is not fixed. 2018-06-26 10:15:52,014 res5c_branch2a_weight is not fixed. 2018-06-26 10:15:52,015 res5c_branch2b_weight is not fixed. 2018-06-26 10:15:52,015 res5c_branch2c_weight is not fixed. 2018-06-26 10:15:52,015 conv_new_1_weight is not fixed. 2018-06-26 10:15:52,015 conv_new_1_bias is not fixed. 2018-06-26 10:15:52,015 im_info is not fixed. 2018-06-26 10:15:52,015 gt_boxes is not fixed. 2018-06-26 10:15:52,015 fc_new_1_weight is not fixed. 2018-06-26 10:15:52,015 fc_new_1_bias is not fixed. 2018-06-26 10:15:52,015 pair_pos_fc1_1_weight is not fixed. 2018-06-26 10:15:52,015 pair_pos_fc1_1_bias is not fixed. 2018-06-26 10:15:52,015 query_1_weight is not fixed. 2018-06-26 10:15:52,015 query_1_bias is not fixed. 2018-06-26 10:15:52,015 key_1_weight is not fixed. 2018-06-26 10:15:52,015 key_1_bias is not fixed. 2018-06-26 10:15:52,015 linear_out_1_weight is not fixed. 2018-06-26 10:15:52,015 linear_out_1_bias is not fixed. 2018-06-26 10:15:52,015 fc_new_2_weight is not fixed. 2018-06-26 10:15:52,015 fc_new_2_bias is not fixed. 2018-06-26 10:15:52,016 pair_pos_fc1_2_weight is not fixed. 2018-06-26 10:15:52,016 pair_pos_fc1_2_bias is not fixed. 2018-06-26 10:15:52,016 query_2_weight is not fixed. 2018-06-26 10:15:52,016 query_2_bias is not fixed. 2018-06-26 10:15:52,016 key_2_weight is not fixed. 2018-06-26 10:15:52,016 key_2_bias is not fixed. 2018-06-26 10:15:52,016 linear_out_2_weight is not fixed. 2018-06-26 10:15:52,016 linear_out_2_bias is not fixed. 2018-06-26 10:15:52,016 cls_score_weight is not fixed. 2018-06-26 10:15:52,016 cls_score_bias is not fixed. 2018-06-26 10:15:52,016 bbox_pred_weight is not fixed. 2018-06-26 10:15:52,016 bbox_pred_bias is not fixed. 2018-06-26 10:15:52,016 roi_feat_embedding_weight is not fixed. 2018-06-26 10:15:52,016 roi_feat_embedding_bias is not fixed. 2018-06-26 10:15:52,020 nms_rank_weight is not fixed. 2018-06-26 10:15:52,020 nms_rank_bias is not fixed. 2018-06-26 10:15:52,020 nms_pair_pos_fc1_1_weight is not fixed. 2018-06-26 10:15:52,020 nms_pair_pos_fc1_1_bias is not fixed. 2018-06-26 10:15:52,020 nms_query_1_weight is not fixed. 2018-06-26 10:15:52,020 nms_query_1_bias is not fixed. 2018-06-26 10:15:52,020 nms_key_1_weight is not fixed. 2018-06-26 10:15:52,021 nms_key_1_bias is not fixed. 2018-06-26 10:15:52,021 nms_linear_out_1_weight is not fixed. 2018-06-26 10:15:52,021 nms_linear_out_1_bias is not fixed. 2018-06-26 10:15:52,021 nms_logit_weight is not fixed. 2018-06-26 10:15:52,021 nms_logit_bias is not fixed.

when I use my own dataset to train the model, in the terminal I input _python experiments/relation_rcnn/rcnn_end2end_train_test.py --cfg experiments/relation_rcnn/cfgs/resnet_v1_101_coco_trainvalminus_rcnn_end2end_relation_learn_nms_8epoch.yaml --ignorecache , there are some problems. Can you tell me the reason? Thanks in advance.

chengdazhi commented 6 years ago

Hi, the log you posted are just ordinary logs, indicating params' shape and whether fixed or not, so I don't know what the problem is.

If you are trying to use relation modules on your own dataset, I suggest you refer to the attention module designs under relation_rcnn/symbols and migrate them to your own detection code.