#### Small Extended Baseline Evaluation HIRES_DVC_DATA_DPATH=$(geowatch_dvc --tags='drop7_data' --hardware=auto) DVC_EXPT_DPATH=$(geowatch_dvc --tags='phase2_expt' --hardware=auto) BUNDLE_DPATH=$HIRES_DVC_DATA_DPATH/Drop7-StaticACTestSet-2GSD python -m geowatch.mlops.manager "list packages" --dataset_codes Drop7-MedianNoWinter10GSD-NoMask --yes python -m geowatch.mlops.manager "list packages" --dataset_codes Drop7-Cropped2GSD python -m geowatch.mlops.schedule_evaluation --params=" pipeline: sc matrix: ######################## ## AC/SC PIXEL PARAMS ## ######################## sc_pxl.test_dataset: - $BUNDLE_DPATH/KR_R002/imgonly-KR_R002-rawbands-small.kwcoco.zip #- $BUNDLE_DPATH/KW_C001/imgonly-KW_C001-rawbands-small.kwcoco.zip #- $BUNDLE_DPATH/CO_C001/imgonly-CO_C001-rawbands-small.kwcoco.zip #- $BUNDLE_DPATH/CN_C000/imgonly-CN_C000-rawbands-small.kwcoco.zip sc_pxl.package_fpath: - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_epoch=2-step=17334.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_sgd_split6_V86/Drop7-Cropped2GSD_SC_bgrn_gnt_sgd_split6_V86_epoch=189-step=12160-val_loss=2.881.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V07/Drop7-Cropped2GSD_SC_bgrn_split6_V07_epoch73_step6364.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V11/Drop7-Cropped2GSD_SC_bgrn_split6_V11_epoch444_step19135.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V07/Drop7-Cropped2GSD_SC_bgrn_split6_V07_epoch1_step172.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V07/Drop7-Cropped2GSD_SC_bgrn_split6_V07_epoch2_step258.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V07/Drop7-Cropped2GSD_SC_bgrn_split6_V07_epoch74_step6450.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V07/Drop7-Cropped2GSD_SC_bgrn_split6_V07_epoch0_step86.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V10/Drop7-Cropped2GSD_SC_bgrn_split6_V10_epoch398_step17157.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V10/Drop7-Cropped2GSD_SC_bgrn_split6_V10_epoch468_step20167.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V10/Drop7-Cropped2GSD_SC_bgrn_split6_V10_epoch486_step20921.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V10/Drop7-Cropped2GSD_SC_bgrn_split6_V10_epoch268_step11567.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V10/Drop7-Cropped2GSD_SC_bgrn_split6_V10_epoch389_step16770.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V10/Drop7-Cropped2GSD_SC_bgrn_split6_V10_epoch299_step12900.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V09/Drop7-Cropped2GSD_SC_bgrn_split6_V09_epoch76_step3311.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V09/Drop7-Cropped2GSD_SC_bgrn_split6_V09_epoch545_step23478.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V09/Drop7-Cropped2GSD_SC_bgrn_split6_V09_epoch1_step86.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V09/Drop7-Cropped2GSD_SC_bgrn_split6_V09_epoch4_step215.pt - 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$DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V09/Drop7-Cropped2GSD_SC_bgrn_split6_V09_epoch20_step903.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V81/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V81_epoch165_step14276.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V81/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V81_epoch173_step14964.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V81/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V81_epoch149_step12900.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V81/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V81_epoch186_step16082.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V81/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V81_epoch88_step7654.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V17/Drop7-Cropped2GSD_SC_bgrn_split6_V17_epoch103_step8944.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V17/Drop7-Cropped2GSD_SC_bgrn_split6_V17_epoch54_step4730.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V17/Drop7-Cropped2GSD_SC_bgrn_split6_V17_epoch95_step8256.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V17/Drop7-Cropped2GSD_SC_bgrn_split6_V17_epoch104_step9030.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V17/Drop7-Cropped2GSD_SC_bgrn_split6_V17_epoch84_step7310.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14_epoch236_step20382.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14_epoch250_step21586.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14_epoch311_step26832.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14_epoch230_step19866.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14_epoch0_step86.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14_epoch240_step20726.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14/Drop7-Cropped2GSD_SC_bgrn_depth_split6_V14_epoch1_step172.pt - 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$DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86_epoch55_step3584.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86_epoch56_step3648.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86_epoch7_step512.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86_epoch49_step3200.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86_epoch1_step81.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86_epoch0_step128.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86/Drop7-Cropped2GSD_SC_bgrn_snp_sgd_split6_V86_epoch54_step3520.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_snp_split6_V85/Drop7-Cropped2GSD_SC_bgrn_gnt_snp_split6_V85_epoch127_step4096.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_snp_split6_V85/Drop7-Cropped2GSD_SC_bgrn_gnt_snp_split6_V85_epoch120_step3872.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_snp_split6_V85/Drop7-Cropped2GSD_SC_bgrn_gnt_snp_split6_V85_epoch103_step3328.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_snp_split6_V85/Drop7-Cropped2GSD_SC_bgrn_gnt_snp_split6_V85_epoch115_step3712.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_snp_split6_V85/Drop7-Cropped2GSD_SC_bgrn_gnt_snp_split6_V85_epoch23_step768.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V05/Drop7-Cropped2GSD_SC_bgrn_split6_V05_epoch77_step6708.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V05/Drop7-Cropped2GSD_SC_bgrn_split6_V05_epoch75_step6536.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V05/Drop7-Cropped2GSD_SC_bgrn_split6_V05_epoch78_step6794.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V05/Drop7-Cropped2GSD_SC_bgrn_split6_V05_epoch48_step4214.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V05/Drop7-Cropped2GSD_SC_bgrn_split6_V05_epoch60_step5246.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V08/Drop7-Cropped2GSD_SC_bgrn_split6_V08_epoch336_step28982.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V08/Drop7-Cropped2GSD_SC_bgrn_split6_V08_epoch326_step28122.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V08/Drop7-Cropped2GSD_SC_bgrn_split6_V08_epoch302_step26058.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V08/Drop7-Cropped2GSD_SC_bgrn_split6_V08_epoch202_step17458.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V08/Drop7-Cropped2GSD_SC_bgrn_split6_V08_epoch216_step18662.pt - 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$DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04_epoch8_step774.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04_epoch9_step860.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04_epoch103_step8944.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04_epoch13_step1204.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04_epoch16_step1462.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04/Drop7-Cropped2GSD_SC_bgrn_peonly_small_V04_epoch11_step1032.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_petest_V06/Drop7-Cropped2GSD_SC_bgrn_petest_V06_epoch27_step700.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_petest_V06/Drop7-Cropped2GSD_SC_bgrn_petest_V06_epoch19_step500.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_petest_V06/Drop7-Cropped2GSD_SC_bgrn_petest_V06_epoch25_step650.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_petest_V06/Drop7-Cropped2GSD_SC_bgrn_petest_V06_epoch0_step0.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_petest_V06/Drop7-Cropped2GSD_SC_bgrn_petest_V06_epoch28_step710.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_petest_V06/Drop7-Cropped2GSD_SC_bgrn_petest_V06_epoch22_step575.pt #- $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_petest_V06/Drop7-Cropped2GSD_SC_bgrn_petest_V06_epoch10_step275.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch1_step16514.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_v1_epoch0_step5778.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_v0_epoch2_step17334.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/Drop4_tune_V30_V2_v0_epoch0_step171.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_split6_V68/Drop7-MedianNoWinter10GSD_bgrn_split6_V68_epoch11_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V66/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V66_epoch86_stepNone.pt - 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$DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch37_step513076.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch0_step3819.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V79/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V79_epoch4_step80.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch38_step526578.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V79/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V79_epoch2_step48.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v3_epoch9_step135020.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/package_epoch7_step95760.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/Drop4_tune_V30_V2_v0_epoch1_step23940.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V67/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V67_epoch69_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V78/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V78_epoch5_step96.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_split6_V68/Drop7-MedianNoWinter10GSD_bgrn_split6_V68_epoch7_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77_epoch0_step131.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v2_epoch21_step297044.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77_epoch11_step2052.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V67/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V67_epoch75_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/Drop4_tune_V30_V2_v0_epoch5_step71820.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split1_5GSD_V13/Drop6_JOINT_Split1_5GSD_V13_epoch56_step66747.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_split6_V68/Drop7-MedianNoWinter10GSD_bgrn_split6_V68_epoch11_step1001.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/Drop4_tune_V30_V2_v0_epoch7_step95760.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgr_split6_V63/Drop7-MedianNoWinter10GSD_bgr_split6_V63_epoch0_step0.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v1_epoch47_step648096.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/package_epoch0_step11970.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V78/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V78_epoch0_step16.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V79/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V79_epoch8_step144.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split1_5GSD_V13/Drop6_JOINT_Split1_5GSD_V13_epoch107_step126468.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split2_5GSD_V13/Drop6_JOINT_Split2_5GSD_V13_epoch21_step22528.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch80_step1093662.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch89_step1215180.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_2GSD_V3/Drop4_tune_V30_2GSD_V3_v0_epoch0_step13119.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_2GSD_V3/Drop4_tune_V30_2GSD_V3_v0_epoch2_step29798.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/Drop4_tune_V30_V2_v1_epoch2_step35910.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v1_epoch24_step337550.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V67/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V67_epoch95_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V78/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V78_epoch1_step32.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_split6_V74/Drop7-MedianNoWinter10GSD_bgrn_split6_V74_epoch46_step4042.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V67/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V67_epoch65_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_split6_V68/Drop7-MedianNoWinter10GSD_bgrn_split6_V68_epoch8_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77_epoch12_step2223.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V66/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V66_epoch92_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/Drop4_tune_V30_V2_v0_epoch0_step0.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split1_5GSD_V13/Drop6_JOINT_Split1_5GSD_V13_epoch93_step110074.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V66/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V66_epoch72_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77_epoch16_step2907.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77_epoch9_step1710.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch0_step0.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split1_5GSD_V13/Drop6_JOINT_Split1_5GSD_V13_epoch159_step187360.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/package_epoch0_step171.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/package_epoch0_step0.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch0_step337.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V67/Drop7-MedianNoWinter10GSD_bgrn_scratch_split6_V67_epoch88_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split1_5GSD_V13/Drop6_JOINT_Split1_5GSD_V13_epoch91_step107732.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split2_5GSD_V13/Drop6_JOINT_Split2_5GSD_V13_epoch33_step34816.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_split6_V68/Drop7-MedianNoWinter10GSD_bgrn_split6_V68_epoch25_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split2_5GSD_V13/Drop6_JOINT_Split2_5GSD_V13_epoch29_step30720.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/Drop4_tune_V30_V2_v0_epoch4_step59850.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgrn_split6_V68/Drop7-MedianNoWinter10GSD_bgrn_split6_V68_epoch34_stepNone.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split2_5GSD_V13/Drop6_JOINT_Split2_5GSD_V13_epoch37_step38225.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/Drop4_tune_V30_V2_v0_epoch0_step1661.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_v0_epoch3_step22551.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V78/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V78_epoch2_step48.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch36_step499574.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-MedianNoWinter10GSD/packages/Drop7-MedianNoWinter10GSD_bgr_split6_V61/Drop7-MedianNoWinter10GSD_bgr_split6_V61_epoch359_step15480.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split2_5GSD_V13/Drop6_JOINT_Split2_5GSD_V13_epoch32_step33792.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split2_5GSD_V13/Drop6_JOINT_Split2_5GSD_V13_epoch24_step25600.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V2/Drop4_tune_V30_V2_v0_epoch0_step6587.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch0_step13502.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_V1/Drop4_tune_V30_V1_v0_epoch35_step486072.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split2_5GSD_V13/Drop6_JOINT_Split2_5GSD_V13_epoch27_step28672.pt - $DVC_EXPT_DPATH/models/fusion/Drop6/packages/Drop6_JOINT_Split2_5GSD_V13/Drop6_JOINT_Split2_5GSD_V13_epoch26_step27648.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_2GSD_V3/Drop4_tune_V30_2GSD_V3_v0_epoch1_step26238.pt sc_pxl.tta_fliprot: 0.0 sc_pxl.tta_time: 0.0 sc_pxl.chip_overlap: 0.3 sc_pxl.fixed_resolution: - 8GSD #- 4GSD #- 2GSD sc_pxl.set_cover_algo: null sc_pxl.resample_invalid_frames: 3 sc_pxl.observable_threshold: 0.0 sc_pxl.mask_low_quality: true sc_pxl.drop_unused_frames: true sc_pxl.num_workers: 12 sc_pxl.batch_size: 1 sc_pxl.write_workers: 0 ######################## ## AC/SC POLY PARAMS ## ######################## sc_poly.thresh: #- 0.07 #- 0.10 - 0.10 #- 0.30 sc_poly.boundaries_as: polys sc_poly.min_area_square_meters: 7200 sc_poly.resolution: 8GSD ############################# ## AC/SC POLY EVAL PARAMS ## ############################# sc_poly_eval.true_site_dpath: $BUNDLE_DPATH/bas_small_truth/site_models sc_poly_eval.true_region_dpath: $BUNDLE_DPATH/bas_small_truth/region_models ################################## ## HIGH LEVEL PIPELINE CONTROLS ## ################################## sc_pxl.enabled: 1 sc_pxl_eval.enabled: 0 sc_poly.enabled: 1 sc_poly_eval.enabled: 1 sc_poly_viz.enabled: 0 submatrices: # Point each region to the polygons that AC/SC will score - sc_pxl.test_dataset: $BUNDLE_DPATH/KR_R002/imgonly-KR_R002-rawbands-small.kwcoco.zip sc_poly.site_summary: $BUNDLE_DPATH/bas_small_output/region_models/KR_R002.geojson - sc_pxl.test_dataset: $BUNDLE_DPATH/KW_C001/imgonly-KW_C001-rawbands-small.kwcoco.zip sc_poly.site_summary: $BUNDLE_DPATH/bas_small_output/region_models/KW_C501.geojson - sc_pxl.test_dataset: $BUNDLE_DPATH/CO_C001/imgonly-CO_C001-rawbands-small.kwcoco.zip sc_poly.site_summary: $BUNDLE_DPATH/bas_small_output/region_models/CO_C501.geojson - sc_pxl.test_dataset: $BUNDLE_DPATH/CN_C000/imgonly-CN_C000-rawbands-small.kwcoco.zip sc_poly.site_summary: $BUNDLE_DPATH/bas_small_output/region_models/CN_C500.geojson " \ --root_dpath="$DVC_EXPT_DPATH/_ac_static_small_baseline_v1" \ --queue_name "_ac_static_small_baseline_v1" \ --devices="1," \ --backend=tmux --tmux_workers=4 \ --cache=1 --skip_existing=1 --run=1 HIRES_DVC_DATA_DPATH=$(geowatch_dvc --tags='drop7_data' --hardware=auto) TRUTH_DVC_DATA_DPATH=$(geowatch_dvc --tags='phase2_data' --hardware=auto) DVC_EXPT_DPATH=$(geowatch_dvc --tags='phase2_expt' --hardware=auto) BUNDLE_DPATH=$HIRES_DVC_DATA_DPATH/Drop7-StaticACTestSet-2GSD python -m geowatch.mlops.aggregate \ --pipeline=sc \ --target " - $DVC_EXPT_DPATH/_ac_static_small_baseline_v1 " \ --output_dpath="$DVC_EXPT_DPATH/_ac_static_small_baseline_v1/aggregate" \ --resource_report=0 \ --eval_nodes=" - sc_poly_eval " \ --plot_params=" enabled: 0 stats_ranking: 0 min_variations: 1 params_of_interest: - params.sc_poly.thresh " \ --stdout_report=" top_k: 100 per_group: 1 macro_analysis: 0 analyze: 0 print_models: True reference_region: final concise: 1 show_csv: 0 " \ --rois="KR_R002" #--rois="KR_R002,KW_C501,CO_C501,CN_C500" ##### ## Inspecting # Drop7 Model cd /home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_a62f6099/ # Drop4 Model cd /home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_47bde2af/ # Drop 7 CN_5000 cd /home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_6582a840/ eog /home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_a5bc5e5b/confusion_analysis/site_viz/_flat/KR_R002_0017-vs-KR_R002_0031.jpg # SINGLE MODEL DIVE HIRES_DVC_DATA_DPATH=$(geowatch_dvc --tags='drop7_data' --hardware=auto) DVC_EXPT_DPATH=$(geowatch_dvc --tags='phase2_expt' --hardware=auto) BUNDLE_DPATH=$HIRES_DVC_DATA_DPATH/Drop7-StaticACTestSet-2GSD python -m geowatch.mlops.schedule_evaluation --params=" pipeline: sc matrix: ######################## ## AC/SC PIXEL PARAMS ## ######################## sc_pxl.test_dataset: - $BUNDLE_DPATH/KR_R002/imgonly-KR_R002-rawbands-small.kwcoco.zip #- $BUNDLE_DPATH/KW_C001/imgonly-KW_C001-rawbands-small.kwcoco.zip #- $BUNDLE_DPATH/CO_C001/imgonly-CO_C001-rawbands-small.kwcoco.zip #- $BUNDLE_DPATH/CN_C000/imgonly-CN_C000-rawbands-small.kwcoco.zip sc_pxl.package_fpath: - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V84/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V84_epoch17_step1548.pt sc_pxl.tta_fliprot: 0.0 sc_pxl.tta_time: 0.0 sc_pxl.chip_overlap: 0.3 sc_pxl.fixed_resolution: #- 8GSD #- 4GSD - 2GSD sc_pxl.set_cover_algo: null sc_pxl.resample_invalid_frames: 3 sc_pxl.observable_threshold: 0.0 sc_pxl.mask_low_quality: true sc_pxl.drop_unused_frames: true sc_pxl.num_workers: 12 sc_pxl.batch_size: 1 sc_pxl.write_workers: 0 ######################## ## AC/SC POLY PARAMS ## ######################## sc_poly.thresh: #- 0.07 #- 0.10 - 0.20 #- 0.30 sc_poly.boundaries_as: polys sc_poly.min_area_square_meters: 7200 sc_poly.resolution: 8GSD sc_poly.site_score_thresh: - 0.45 sc_poly.smoothing: - 0.66 ############################# ## AC/SC POLY EVAL PARAMS ## ############################# sc_poly_eval.true_site_dpath: $BUNDLE_DPATH/bas_small_truth/site_models sc_poly_eval.true_region_dpath: $BUNDLE_DPATH/bas_small_truth/region_models ################################## ## HIGH LEVEL PIPELINE CONTROLS ## ################################## sc_pxl.enabled: 1 sc_pxl_eval.enabled: 1 sc_poly.enabled: 1 sc_poly_eval.enabled: 1 sc_poly_viz.enabled: 0 submatrices: # Point each region to the polygons that AC/SC will score - sc_pxl.test_dataset: $BUNDLE_DPATH/KR_R002/imgonly-KR_R002-rawbands-small.kwcoco.zip sc_poly.site_summary: $BUNDLE_DPATH/bas_small_output/region_models/KR_R002.geojson - sc_pxl.test_dataset: $BUNDLE_DPATH/KW_C001/imgonly-KW_C001-rawbands-small.kwcoco.zip sc_poly.site_summary: $BUNDLE_DPATH/bas_small_output/region_models/KW_C501.geojson - sc_pxl.test_dataset: $BUNDLE_DPATH/CO_C001/imgonly-CO_C001-rawbands-small.kwcoco.zip sc_poly.site_summary: $BUNDLE_DPATH/bas_small_output/region_models/CO_C501.geojson - sc_pxl.test_dataset: $BUNDLE_DPATH/CN_C000/imgonly-CN_C000-rawbands-small.kwcoco.zip sc_poly.site_summary: $BUNDLE_DPATH/bas_small_output/region_models/CN_C500.geojson " \ --root_dpath="$DVC_EXPT_DPATH/_ac_static_small_baseline_v1" \ --queue_name "_ac_static_small_baseline_v1" \ --devices="0," \ --backend=serial --tmux_workers=1 \ --cache=1 --skip_existing=0 --run=1 ### TEST NEW PARAMS python -m geowatch.cli.run_tracker \ --in_file "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_pxl/sc_pxl_id_fc2b4d4e/pred.kwcoco.zip" \ --default_track_fn class_heatmaps \ --track_kwargs '{"boundaries_as": "polys", "thresh": 0.2, "min_area_square_meters": 7200, "resolution": "8GSD"}' \ --clear_annots=True \ --out_site_summaries_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_9d81331e/site_summaries_manifest.json" \ --out_site_summaries_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_9d81331e/site_summaries" \ --out_sites_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_9d81331e/sites_manifest.json" \ --out_sites_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_9d81331e/sites" \ --out_kwcoco "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_9d81331e/poly.kwcoco.zip" \ --site_score_thresh=0.4 \ --smoothing=0.66 \ --site_summary=/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_output/region_models/KR_R002.geojson \ --boundary_region=None python -m geowatch.cli.run_metrics_framework \ --merge=True \ --name "todo-sc_poly_algo_id_7f666f77-sc_pxl_algo_id_5d3e8b55-todo" \ --true_site_dpath "/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_truth/site_models" \ --true_region_dpath "/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_truth/region_models" \ --pred_sites "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_9d81331e/sites_manifest.json" \ --tmp_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_a312914f/tmp" \ --out_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_a312914f" \ --merge_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_a312914f/poly_eval.json" \ --enable_viz=False ##### BEFORE CHANGES BASELINE # python -m geowatch.cli.run_tracker \ --in_file "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_pxl/sc_pxl_id_6189d572/pred.kwcoco.zip" \ --default_track_fn class_heatmaps \ --track_kwargs '{"boundaries_as": "polys", "thresh": 0.2, "min_area_square_meters": 7200, "resolution": "8GSD"}' \ --clear_annots=True \ --out_site_summaries_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e280fb40/site_summaries_manifest.json" \ --out_site_summaries_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e280fb40/site_summaries" \ --out_sites_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e280fb40/sites_manifest.json" \ --out_sites_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e280fb40/sites" \ --out_kwcoco "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e280fb40/poly.kwcoco.zip" \ --site_summary=/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_output/region_models/KR_R002.geojson \ --boundary_region=None ### Command 4 / 4 - sc_poly_eval_id_62fab2ed python -m geowatch.cli.run_metrics_framework \ --merge=True \ --name "todo-sc_poly_algo_id_900574bb-sc_pxl_algo_id_ac244673-todo" \ --true_site_dpath "/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_truth/site_models" \ --true_region_dpath "/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_truth/region_models" \ --pred_sites "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e280fb40/sites_manifest.json" \ --tmp_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_62fab2ed/tmp" \ --out_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_62fab2ed" \ --merge_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_62fab2ed/poly_eval.json" \ --enable_viz=False ## REAL BASELINE? python -m geowatch.cli.run_tracker \ --in_file "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_pxl/sc_pxl_id_fc2b4d4e/pred.kwcoco.zip" \ --default_track_fn class_heatmaps \ --track_kwargs '{"boundaries_as": "polys", "thresh": 0.2, "min_area_square_meters": 7200, "resolution": "8GSD"}' \ --clear_annots=True \ --site_summary '/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_output/region_models/KR_R002.geojson' \ --boundary_region 'None' \ --out_site_summaries_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_a0da6abb/site_summaries_manifest.json" \ --out_site_summaries_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_a0da6abb/site_summaries" \ --out_sites_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_a0da6abb/sites_manifest.json" \ --out_sites_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_a0da6abb/sites" \ --out_kwcoco "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_a0da6abb/poly.kwcoco.zip" python -m geowatch.cli.run_metrics_framework \ --merge=True \ --name "todo-sc_poly_algo_id_900574bb-sc_pxl_algo_id_5d3e8b55-todo" \ --true_site_dpath "/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_truth/site_models" \ --true_region_dpath "/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_truth/region_models" \ --pred_sites "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_a0da6abb/sites_manifest.json" \ --tmp_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_372c0c95/tmp" \ --out_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_372c0c95" \ --merge_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_372c0c95/poly_eval.json" \ --enable_viz=False \ ## SHOULD REPRODUCE BASELINE python -m geowatch.cli.run_tracker \ --in_file "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_pxl/sc_pxl_id_fc2b4d4e/pred.kwcoco.zip" \ --default_track_fn class_heatmaps \ --track_kwargs '{"boundaries_as": "polys", "thresh": 0.2, "min_area_square_meters": 7200, "resolution": "8GSD"}' \ --clear_annots=True \ --out_site_summaries_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e14677a2/site_summaries_manifest.json" \ --out_site_summaries_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e14677a2/site_summaries" \ --out_sites_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e14677a2/sites_manifest.json" \ --out_sites_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e14677a2/sites" \ --out_kwcoco "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e14677a2/poly.kwcoco.zip" \ --site_score_thresh=None \ --smoothing=None \ --site_summary=/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_output/region_models/KR_R002.geojson \ --boundary_region=None python -m geowatch.cli.run_metrics_framework \ --merge=True \ --name "todo-sc_poly_algo_id_e5608e61-sc_pxl_algo_id_5d3e8b55-todo" \ --true_site_dpath "/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_truth/site_models" \ --true_region_dpath "/media/joncrall/flash1/smart_drop7/Drop7-StaticACTestSet-2GSD/bas_small_truth/region_models" \ --pred_sites "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/pred/flat/sc_poly/sc_poly_id_e14677a2/sites_manifest.json" \ --tmp_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_e97651d4/tmp" \ --out_dir "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_e97651d4" \ --merge_fpath "/home/joncrall/remote/toothbrush/data/dvc-repos/smart_expt_dvc/_ac_static_small_baseline_v1/eval/flat/sc_poly_eval/sc_poly_eval_id_e97651d4/poly_eval.json" \ --enable_viz=False