First commit

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda1_group6_t1800_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_t1800_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 1800 \
+    --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_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_group6_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 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_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_group6_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 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_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_group6_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 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_lambda2_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_lambda2_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 2.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/r50_hybrid_branch_lambda5_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_lambda5_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 5.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/swin/decay0.05_swin_tiny_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/swin/swin_tiny_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 swin_tiny \
+    --pretrained_backbone_path /mnt/pretrained_backbone/swin_tiny_patch4_window7_224.pth \
+    --weight_decay 0.05 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/swin/swin_large_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/swin/swin_large_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 swin_large \
+    --pretrained_backbone_path /mnt/pretrained_backbone/swin_large_patch4_window7_224_22k.pth \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/swin/swin_large_hybrid_branch_lambda1_group6_t1500_n900_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/swin/swin_large_hybrid_branch_lambda1_group6_t1500_n900_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 900 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 1.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    --backbone swin_large \
+    --pretrained_backbone_path /pretrained_backbone/swin_large_patch4_window7_224_22k.pth \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/swin/swin_small_22k_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/swin/swin_small_22k_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 swin_small \
+    --pretrained_backbone_path /mnt/pretrained_backbone/swin_small_patch4_window7_224_22k.pth \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/swin/swin_small_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/swin/swin_small_hybrid_branch_lambda1_group6_t1500_dp0_mqs_lft_deformable_detr_plus_iterative_bbox_refinement_plus_plus_two_stage
+
+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 swin_small \
+    --pretrained_backbone_path /mnt/pretrained_backbone/swin_small_patch4_window7_224.pth \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/12eps/swin/swin_tiny_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/swin/swin_tiny_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 swin_tiny \
+    --pretrained_backbone_path /mnt/pretrained_backbone/swin_tiny_patch4_window7_224.pth \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/24eps/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/24eps/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 24 \
+    --lr_drop 20 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 1.0 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/24eps/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/24eps/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 24 \
+    --lr_drop 20 \
+    --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}

configs/two_stage/deformable-detr-hybrid-branch/36eps/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/configs/two_stage/deformable-detr-hybrid-branch/36eps/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 36 \
+    --lr_drop 30 \
+    --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/36eps/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/36eps/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 36 \
+    --lr_drop 30 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 1.0 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/36eps/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/36eps/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 36 \
+    --lr_drop 30 \
+    --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}

configs/two_stage/deformable-detr-hybrid-branch/36eps/swin/decay0.05_drop_path0.5_swin_large_hybrid_branch_lambda1_group6_t1500_n900_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/36eps/swin/drop_path0.5_swin_large_hybrid_branch_lambda1_group6_t1500_n900_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 36 \
+    --lr_drop 30 \
+    --num_queries_one2one 900 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 1.0 \
+    --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 \
+    --weight_decay 0.05 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/36eps/swin/decay0.05_swin_tiny_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/36eps/swin/swin_tiny_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 36 \
+    --lr_drop 30 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 1.0 \
+    --dropout 0.0 \
+    --mixed_selection \
+    --look_forward_twice \
+    --backbone swin_tiny \
+    --pretrained_backbone_path /mnt/pretrained_backbone/swin_tiny_patch4_window7_224.pth \
+    --weight_decay 0.05 \
+    ${PY_ARGS}

configs/two_stage/deformable-detr-hybrid-branch/36eps/swin/drop_path0.5_swin_large_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/36eps/swin/drop_path0.5_swin_large_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 36 \
+    --lr_drop 30 \
+    --num_queries_one2one 300 \
+    --num_queries_one2many 1500 \
+    --k_one2many 6 \
+    --lambda_one2many 1.0 \
+    --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}