First commit

configs/two_stage/deformable-detr-baseline/36eps/r50_n1800_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-baseline/36eps/r50_n1800_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --num_queries_one2one 1800 \
+    --num_queries_one2many 0 \
+    --k_one2many 0 \
+    --epochs 36 \
+    --lr_drop 30 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-baseline/36eps/swin/drop_path0.5_swin_large_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-baseline/36eps/swin/drop_path0.5_swin_large_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 0 \
+    --k_one2many 0 \
+    --epochs 36 \
+    --lr_drop 30 \
+    --backbone swin_large \
+    --pretrained_backbone_path /mnt/pretrained_backbone/swin_large_patch4_window7_224_22k.pth \
+    --drop_path_rate 0.5 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-baseline/36eps/swin/drop_path0.5_swin_large_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-baseline/36eps/swin/drop_path0.5_swin_large_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 0 \
+    --k_one2many 0 \
+    --epochs 36 \
+    --lr_drop 30 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    --backbone swin_large \
+    --pretrained_backbone_path /mnt/pretrained_backbone/swin_large_patch4_window7_224_22k.pth \
+    --drop_path_rate 0.5 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-baseline/36eps/swin/swin_tiny_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-baseline/36eps/swin/swin_tiny_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 0 \
+    --k_one2many 0 \
+    --epochs 36 \
+    --lr_drop 30 \
+    --backbone swin_tiny \
+    --pretrained_backbone_path /mnt/pretrained_backbone/swin_tiny_patch4_window7_224.pth \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-baseline/36eps/swin/swin_tiny_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-baseline/36eps/swin/swin_tiny_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 0 \
+    --k_one2many 0 \
+    --epochs 36 \
+    --lr_drop 30 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    --backbone swin_tiny \
+    --pretrained_backbone_path /mnt/pretrained_backbone/swin_tiny_patch4_window7_224.pth \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-baseline/50eps/r50_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-baseline/50eps/r50_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 0 \
+    --k_one2many 0 \
+    --epochs 50 \
+    --lr_drop 40 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-baseline/50eps/r50_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-baseline/50eps/r50_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 0 \
+    --k_one2many 0 \
+    --epochs 50 \
+    --lr_drop 40 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-baseline/50eps/r50_n1800_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-baseline/50eps/r50_n1800_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --num_queries_one2one 1800 \
+    --num_queries_one2many 0 \
+    --k_one2many 0 \
+    --epochs 50 \
+    --lr_drop 40 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r101_hybrid_branch_lambda1_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r101_hybrid_branch_lambda1_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 1.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    --backbone resnet101 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda0.1_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda0.1_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 0.1 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda0.2_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda0.2_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 0.2 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda0.5_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda0.5_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 0.5 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group1_t300_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group1_t300_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 300 \
+    --k_one2many 1 \
+    --lambda_one2many 1.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group2_t600_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group2_t600_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 600 \
+    --k_one2many 2 \
+    --lambda_one2many 1.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group3_t900_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group3_t900_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 900 \
+    --k_one2many 3 \
+    --lambda_one2many 1.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group4_t1200_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group4_t1200_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1200 \
+    --k_one2many 4 \
+    --lambda_one2many 1.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group5_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group5_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 5 \
+    --lambda_one2many 1.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group6_t1200_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group6_t1200_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1200 \
+    --k_one2many 6 \
+    --lambda_one2many 1.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group6_t1500_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group6_t1500_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 1.0 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage.sh

+#!/usr/bin/env bash
+
+set -x
+
+EXP_DIR=exps/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+PY_ARGS=${@:1}
+
+python -u main.py \
+    --output_dir ${EXP_DIR} \
+    --with_box_refine \
+    --two_stage \
+    --dim_feedforward 2048 \
+    --epochs 12 \
+    --lr_drop 11 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 1.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}