#!/bin/sh
python3 -m train \
	--save_checkpoints_every 1 \
    --experiment_name "Finetune Basic Signs" \
    --epochs 100 \
	--optimizer "ADAM" \
	--lr 0.00001 \
    --batch_size 16 \
	--dataset_name "BasicSigns" \
	--training_set_path "train.csv" \
	--validation_set_path "val.csv" \
	--vector_length 32 \
	--epoch_iters -1 \
	--scheduler_factor 0.05 \
	--hard_triplet_mining "None" \
	--filter_easy_triplets \
	--triplet_loss_margin 2 \
	--dropout 0.2 \
    --tracker=clearml \
    --dataset_loader=clearml \
	--dataset_project="SpoterEmbedding" \
	--finetune \
	--checkpoint_path "checkpoints/checkpoint_embed_3006.pth"