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commands.txt
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_______ _ _______ _ _
|__ __| | | |__ __| (_) (_)
| | ___ __ _ ___| |__ ___ _ __ | |_ __ __ _ _ _ __ _ _ __ __ _
| |/ _ \/ _` |/ __| '_ \ / _ \ '__| | | '__/ _` | | '_ \| | '_ \ / _` |
| | __/ (_| | (__| | | | __/ | | | | | (_| | | | | | | | | | (_| |
|_|\___|\__,_|\___|_| |_|\___|_| |_|_| \__,_|_|_| |_|_|_| |_|\__, |
__/ |
|___/
## VeRi Teacher Training
python ./tools/train_v2v.py veri --backbone resnet101 --num_train_images 1 --p 18 --k 4 --exp_name base_veri_resnet101 --first_milestone 200
python ./tools/train_v2v.py veri --backbone resnet50 --num_train_images 1 --p 18 --k 4 --exp_name base_veri_resnet50 --first_milestone 200
python ./tools/train_v2v.py veri --backbone resnet18 --num_train_images 1 --p 18 --k 4 --exp_name base_veri_resnet18 --first_milestone 200
python ./tools/train_v2v.py veri --backbone resnet50bam --num_train_images 1 --p 18 --k 4 --exp_name base_veri_resnet50bam --first_milestone 200
python ./tools/train_v2v.py veri --backbone densenet121 --num_train_images 1 --p 18 --k 4 --exp_name base_veri_densenet121 --first_milestone 200
python ./tools/train_v2v.py veri --backbone resnet34 --num_train_images 1 --p 18 --k 4 --exp_name base_veri_resnet34 --first_milestone 200
python ./tools/train_v2v.py veri --backbone mobilenet --num_train_images 1 --p 18 --k 4 --exp_name base_veri_mobilenet --first_milestone 200
## MARS Teacher Training
python ./tools/train_v2v.py mars --backbone resnet101 --num_train_images 8 --p 8 --k 4 --exp_name base_mars_resnet101 --first_milestone 100 --step_milestone 100
python ./tools/train_v2v.py mars --backbone resnet50 --num_train_images 8 --p 8 --k 4 --exp_name base_mars_resnet50 --first_milestone 100 --step_milestone 100
python ./tools/train_v2v.py mars --backbone resnet18 --num_train_images 8 --p 8 --k 4 --exp_name base_mars_resnet18 --first_milestone 50
python ./tools/train_v2v.py mars --backbone resnet50bam --num_train_images 8 --p 8 --k 4 --exp_name base_mars_resnet50bam --first_milestone 100 --step_milestone 100
python ./tools/train_v2v.py mars --backbone densenet121 --num_train_images 8 --p 8 --k 4 --exp_name base_mars_densenet121 --first_milestone 100 --step_milestone 100
python ./tools/train_v2v.py mars --backbone resnet34 --num_train_images 8 --p 8 --k 4 --exp_name base_mars_resnet34 --first_milestone 100 --step_milestone 100
python ./tools/train_v2v.py mars --backbone mobilenet --num_train_images 8 --p 8 --k 4 --exp_name base_mars_mobilenet --first_milestone 100 --step_milestone 100
## Duke-Video-ReId Teacher Training
python ./tools/train_v2v.py duke-video-reid --backbone resnet101 --num_train_images 8 --p 8 --k 4 --exp_name base_duke_resnet101 --first_milestone 100 --step_milestone 100
python ./tools/train_v2v.py duke-video-reid --backbone resnet50 --num_train_images 8 --p 8 --k 4 --exp_name base_duke_resnet50 --first_milestone 100 --step_milestone 100
python ./tools/train_v2v.py duke-video-reid --backbone resnet18 --num_train_images 8 --p 8 --k 4 --exp_name base_duke_resnet18 --first_milestone 50
python ./tools/train_v2v.py duke-video-reid --backbone resnet50bam --num_train_images 8 --p 8 --k 4 --exp_name base_duke_resnet50bam --first_milestone 100 --step_milestone 100
python ./tools/train_v2v.py duke-video-reid --backbone densenet121 --num_train_images 8 --p 8 --k 4 --exp_name base_duke_densenet121 --first_milestone 100 --step_milestone 100
python ./tools/train_v2v.py duke-video-reid --backbone resnet34 --num_train_images 8 --p 8 --k 4 --exp_name base_duke_resnet34 --first_milestone 100 --step_milestone 100
python ./tools/train_v2v.py duke-video-reid --backbone mobilenet --num_train_images 8 --p 8 --k 4 --exp_name base_duke_mobilenet --first_milestone 100 --step_milestone 100
_____ _ _ _ _______ _ _
/ ____| | | | | | |__ __| (_) (_)
| (___ | |_ _ _ __| | ___ _ __ | |_ | |_ __ __ _ _ _ __ _ _ __ __ _
\___ \| __| | | |/ _` |/ _ \ '_ \| __| | | '__/ _` | | '_ \| | '_ \ / _` |
____) | |_| |_| | (_| | __/ | | | |_ | | | | (_| | | | | | | | | | (_| |
|_____/ \__|\__,_|\__,_|\___|_| |_|\__| |_|_| \__,_|_|_| |_|_|_| |_|\__, |
__/ |
|___/
## VeRi Student Training (self-distill)
python ./tools/train_distill.py veri ./logs/base_veri_resnet50bam --exp_name distill_veri_resnet50bam --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py veri ./logs/base_veri_mobilenet --exp_name distill_veri_mobilenet --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py veri ./logs/base_veri_resnet50 --exp_name distill_veri_resnet50 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py veri ./logs/base_veri_densenet121 --exp_name distill_veri_densenet121 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py veri ./logs/base_veri_resnet101 --exp_name distill_veri_resnet101 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py veri ./logs/base_veri_resnet34 --exp_name distill_veri_resnet34 --p 12 --k 4 --step_milestone 150 --num_epochs 500
## MARS Student Training (self-distill)
python ./tools/train_distill.py mars ./logs/base_mars_resnet50bam --exp_name distill_mars_resnet50bam --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py mars ./logs/base_mars_mobilenet --exp_name distill_mars_mobilenet --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py mars ./logs/base_mars_resnet50 --exp_name distill_mars_resnet50 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py mars ./logs/base_mars_densenet121 --exp_name distill_mars_densenet121 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py mars ./logs/base_mars_resnet101 --exp_name distill_mars_resnet101 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py mars ./logs/base_mars_resnet34 --exp_name distill_mars_resnet34 --p 12 --k 4 --step_milestone 150 --num_epochs 500
## Duke-Video-ReId Student Training (self-distill)
python ./tools/train_distill.py ./logs/duke-video-reid base_duke_resnet50bam --exp_name distill_duke_resnet50bam --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py ./logs/duke-video-reid base_duke_mobilenet --exp_name distill_duke_mobilenet --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py ./logs/duke-video-reid base_duke_resnet50 --exp_name distill_duke_resnet50 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py ./logs/duke-video-reid base_duke_densenet121 --exp_name distill_duke_densenet121 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py ./logs/duke-video-reid base_duke_resnet101 --exp_name distill_duke_resnet101 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py ./logs/duke-video-reid base_duke_resnet34 --exp_name distill_duke_resnet34 --p 12 --k 4 --step_milestone 150 --num_epochs 500
---------------------------------------------------------------------------------------------------
## VeRi Student Training (cross-distill)
python ./tools/train_distill.py veri ./logs/base_veri_resnet101 --student ./logs/base_veri_resnet34 --exp_name distill_veri_resnet101_to_resnet34 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py veri ./logs/base_veri_resnet101 --student ./logs/base_veri_resnet50bam --exp_name distill_veri_resnet101_to_resnet50bam --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py veri ./logs/base_veri_resnet50 --student ./logs/base_veri_resnet34 --exp_name distill_veri_resnet50_to_resnet34 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py veri ./logs/base_veri_resnet101 --student ./logs/base_veri_mobilenet --exp_name distill_veri_resnet101_to_mobilenet --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py veri ./logs/base_veri_resnet101 --student ./logs/base_veri_resnet50 --exp_name distill_veri_resnet101_to_resnet50 --p 12 --k 4 --step_milestone 150 --num_epochs 500
## MARS Student Training (cross-distill)
python ./tools/train_distill.py mars ./logs/base_mars_resnet101 --student ./logs/base_mars_resnet34 --exp_name distill_mars_resnet101_to_resnet34 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py mars ./logs/base_mars_resnet101 --student ./logs/base_mars_resnet50bam --exp_name distill_mars_resnet101_to_resnet50bam --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py mars ./logs/base_mars_resnet50 --student ./logs/base_mars_resnet34 --exp_name distill_mars_resnet50_to_resnet34 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py mars ./logs/base_mars_resnet101 --student ./logs/base_mars_mobilenet --exp_name distill_mars_resnet101_to_mobilenet --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py mars ./logs/base_mars_resnet101 --student ./logs/base_mars_resnet50 --exp_name distill_mars_resnet101_to_resnet50 --p 12 --k 4 --step_milestone 150 --num_epochs 500
## Duke-Video-ReId Student Training (cross-distill)
python ./tools/train_distill.py duke-video-reid ./logs/base_duke_resnet101 --student ./logs/base_duke_resnet34 --exp_name distill_duke_resnet101_to_resnet34 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py duke-video-reid ./logs/base_duke_resnet101 --student ./logs/base_duke_resnet50bam --exp_name distill_duke_resnet101_to_resnet50bam --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py duke-video-reid ./logs/base_duke_resnet50 --student ./logs/base_duke_resnet34 --exp_name distill_duke_resnet50_to_resnet34 --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py duke-video-reid ./logs/base_duke_resnet101 --student ./logs/base_duke_mobilenet --exp_name distill_duke_resnet101_to_mobilenet --p 12 --k 4 --step_milestone 150 --num_epochs 500
python ./tools/train_distill.py duke-video-reid ./logs/base_duke_resnet101 --student ./logs/base_duke_resnet50 --exp_name distill_duke_resnet101_to_resnet50 --p 12 --k 4 --step_milestone 150 --num_epochs 500