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eugene_predict.sh
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/
eugene_predict.sh
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# Environment variable KAGGLE_2020_ALASKA2 must be set prior running this script:
# export KAGGLE_2020_ALASKA2=/home/bloodaxe/datasets/ALASKA2
# Make holdout & test predictions that we will use later for stacking with XGB
python oof_predictions.py\
models/G_Jul03_21_14_nr_rgb_tf_efficientnet_b6_ns_fold0_local_rank_0_fp16/main/checkpoints_auc_classifier/best.pth\
models/G_Jul05_00_24_nr_rgb_tf_efficientnet_b6_ns_fold1_local_rank_0_fp16/main/checkpoints_auc_classifier/best.pth\
models/G_Jul06_03_39_nr_rgb_tf_efficientnet_b6_ns_fold2_local_rank_0_fp16/main/checkpoints_auc_classifier/best.pth\
models/G_Jul07_06_38_nr_rgb_tf_efficientnet_b6_ns_fold3_local_rank_0_fp16/main/checkpoints_auc_classifier/best.pth\
models/K_Jul17_17_09_nr_rgb_tf_efficientnet_b6_ns_mish_fold0_local_rank_0_fp16/main/checkpoints_auc_classifier/best.pth\
models/J_Jul19_20_10_nr_rgb_tf_efficientnet_b7_ns_mish_fold1_local_rank_0_fp16/main/checkpoints_auc_classifier/best.pth\
models/H_Jul11_16_37_nr_rgb_tf_efficientnet_b7_ns_mish_fold2_local_rank_0_fp16/main/checkpoints_auc_classifier/best.pth\
models/K_Jul18_16_41_nr_rgb_tf_efficientnet_b6_ns_mish_fold3_local_rank_0_fp16/main/checkpoints_auc_classifier/best.pth\
-d4\
-b 32\
-w 8
python make_submissions_xgb_gs.py\
G_Jul03_21_14_nr_rgb_tf_efficientnet_b6_ns_fold0_local_rank_0_fp16\
G_Jul05_00_24_nr_rgb_tf_efficientnet_b6_ns_fold1_local_rank_0_fp16\
G_Jul06_03_39_nr_rgb_tf_efficientnet_b6_ns_fold2_local_rank_0_fp16\
G_Jul07_06_38_nr_rgb_tf_efficientnet_b6_ns_fold3_local_rank_0_fp16\
K_Jul17_17_09_nr_rgb_tf_efficientnet_b6_ns_mish_fold0_local_rank_0_fp16\
J_Jul19_20_10_nr_rgb_tf_efficientnet_b7_ns_mish_fold1_local_rank_0_fp16\
H_Jul11_16_37_nr_rgb_tf_efficientnet_b7_ns_mish_fold2_local_rank_0_fp16\
K_Jul18_16_41_nr_rgb_tf_efficientnet_b6_ns_mish_fold3_local_rank_0_fp16\
-o submits/xgb_cls_gs_Gf0_Gf1_Gf2_Gf3_Kmishf0_Jnrmishf1_Hnrmishf2_Kmishf3_with_logits.csv
# NOTE: The folllowing command needs ABBA and Eugene's prediction files to be computed
python blend.py\
abba/submissions/submission_v26.csv\
submits/xgb_cls_gs_Gf0_Gf1_Gf2_Gf3_Kmishf0_Jnrmishf1_Hnrmishf2_Kmishf3_with_logits.csv\
-o submits/blend_10_ranked_v26_and_xgb_cls_gs_Gf0_Gf1_Gf2_Gf3_Kmishf0_Jnrmishf1_Hnrmishf2_Kmishf3_with_logits.csv