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What does the output model mean after each script #16

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Parsifal133 opened this issue Dec 21, 2022 · 2 comments
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What does the output model mean after each script #16

Parsifal133 opened this issue Dec 21, 2022 · 2 comments

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@Parsifal133
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Hi, thanks for your ama~~~zing job!

I'd like to reproduce the 10+10 experiment according to Table 2 in your paper, which means i am running the scripts as follow:

(Base 10)
python tools/train_net.py --num-gpus 1 --config-file ./configs/PascalVOC-Detection/iOD/base_10.yaml SOLVER.IMS_PER_BATCH 1 SOLVER.BASE_LR 0.005

(10 + 10)
python tools/train_net.py --num-gpus 1 --config-file ./configs/PascalVOC-Detection/iOD/10_p_10.yaml SOLVER.IMS_PER_BATCH 1 SOLVER.BASE_LR 0.005

(10 + 10 _ ft)
python tools/train_net.py --num-gpus 1 --config-file ./configs/PascalVOC-Detection/iOD/ft_10_p_10.yaml SOLVER.IMS_PER_BATCH 1 SOLVER.BASE_LR 0.005

(because of limited devices, I set --num-gpus and bs to 1. )
According to my understanding, the Base 10 script conducts the First 10 class training, refer to the 3-th line of table. The trained model can only detect the first 10 class.

However, the 10+10 script output a model that can only detect the last 10 class object, is it not the final model after continual learning?
And, what does the 10+10_ft do, though i am running this script.

Look forward to your reply!

@Parsifal133
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Parsifal133 commented Dec 21, 2022

Does the base 10 script train a model refer to the First 10 in Table 2?
801acf67ae0310b55d3824f81ca01ae

@Parsifal133
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In one word, I don't know clearly what does the above three scripts mean or how can I reproduce the results in Table 2. Thanks for any advice!

@Parsifal133 Parsifal133 closed this as not planned Won't fix, can't repro, duplicate, stale Feb 13, 2023
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