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 sdvc request " - $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 - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V11/Drop7-Cropped2GSD_SC_bgrn_split6_V11_epoch444_step19135.pt - 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$DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88_epoch337_step10816.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88_epoch329_step10560.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88_epoch273_step8768.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90_epoch343_step11008.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch112_step904.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch106_step856.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch12_step104.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch26_step864.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch163_step5248.pt.dvc - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_epoch=0-step=5778-v1.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_epoch=1-step=11556.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_epoch=2-step=17334-v1.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_v0_epoch1_step11556.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_8GSD_V3/Drop4_tune_V30_8GSD_V3_v0_epoch3_step22551.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/package_epoch3_step22551.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch0_step8.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch108_step872.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch18_step152.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch1_step16.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch3_step32.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch4_step40.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch79_step640.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch199_step6400.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch277_step8896.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch291_step9344.pt " --verbose #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.manager "list packages" --dataset_codes Drop7-Cropped2GSD-V2 #python -m geowatch.mlops.manager "push packages" --dataset_codes Drop7-Cropped2GSD-V2 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_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-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88_epoch196_step6304.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_split6_V87/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_split6_V87_epoch43_step1408.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-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V84/Drop7-Cropped2GSD_SC_bgrn_gnt_split6_V84_epoch17_step1548.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD/packages/Drop7-Cropped2GSD_SC_bgrn_split6_V11/Drop7-Cropped2GSD_SC_bgrn_split6_V11_epoch521_step22446.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-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88_epoch334_step10720.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88_epoch333_step10688.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88_epoch337_step10816.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88_epoch329_step10560.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_4GSD_split6_V88_epoch273_step8768.pt - $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-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V79/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V79_epoch10_step176.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-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90_epoch343_step11008.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch112_step904.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch26_step864.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch106_step856.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch12_step104.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch163_step5248.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_epoch=0-step=5778-v1.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_epoch=1-step=11556.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_epoch=2-step=17334-v1.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop4-SC/packages/Drop4_tune_V30_8GSD_V3/Drop4_tune_V30_8GSD_V3_v0_epoch1_step11556.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_8GSD_V3/Drop4_tune_V30_8GSD_V3_v0_epoch3_step22551.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/package_epoch3_step22551.pt.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch26_step864.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch109_step3520.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch63_step2048.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch0_step8.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch108_step872.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch18_step152.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch1_step16.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch3_step32.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch4_step40.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch79_step640.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch199_step6400.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch277_step8896.pt - $DVC_EXPT_DPATH/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch291_step9344.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: - null - 0.0 - 0.10 - 0.30 - 0.40 #- 0.45 #- 0.5 sc_poly.smoothing: - null - 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: 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_namek_v1" \ --queue_name "_ac_static_small_baseline_namek_v1" \ --devices="0," \ --backend=tmux --tmux_workers=8 \ --cache=1 --skip_existing=1 --run=1 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.aggregate \ --pipeline=sc \ --target " - $DVC_EXPT_DPATH/_ac_static_small_baseline_namek_v1 " \ --output_dpath="$DVC_EXPT_DPATH/_ac_static_small_baseline_namek_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: 10 per_group: 1 macro_analysis: 0 analyze: 0 print_models: True reference_region: final concise: 1 show_csv: 0 " #--query="df['params.sc_pxl.package_fpath'].str.contains('Drop4_tune_V30_8GSD_V3_epoch=2-step=17334') & (df['params.sc_pxl.fixed_resolution'] == '8GSD')" \ #--rois="KR_R002,KW_C501,CO_C501,CN_C500" #--rois="KR_R002,KW_C001,CO_C001,CN_C000" \ #--query="df['param_hashid'] == 'lefmkkfomcev'" \ #--rois="KR_R002" #--query="df['param_hashid'] == 'lefmkkfomcev'" # 'balpyxuxcfbl': { # 'params.sc_poly.thresh': 0.3, # 'params.sc_poly.site_score_thresh': 0.4, # 'params.sc_poly.smoothing': 0.66, # 'params.sc_pxl.package_fpath': 'Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch18_step152', # 'params.sc_pxl.fixed_resolution': '8GSD', # }, #- $DVC_EXPT_DPATH/ # @4GSD #'nkoggbaiufwf': { # 'params.sc_poly.thresh': 0.2, # 'params.sc_poly.site_score_thresh': 0.45, # 'params.sc_pxl.package_fpath': 'Drop7-Cropped2GSD_SC_bgrn_split6_V11_epoch521_step22446', #}, #'uahkqdbwwqqj': { # 'params.sc_poly.thresh': 0.1, # 'params.sc_poly.site_score_thresh': float('nan'), # 'params.sc_pxl.package_fpath': 'Drop4_tune_V30_8GSD_V3_epoch=2-step=17334', #}, #'cgqlkwevlhri': { # 'params.sc_poly.thresh': 0.3, # 'params.sc_poly.site_score_thresh': float('nan'), # 'params.sc_pxl.package_fpath': 'Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V79_epoch10_step176', #}, #'ozrionpgkmty': { # 'params.sc_poly.thresh': 0.3, # 'params.sc_poly.site_score_thresh': float('nan'), # 'params.sc_pxl.package_fpath': 'Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V78_epoch5_step96', #}, #'jyhiamebdzjl': { # 'params.sc_poly.thresh': 0.3, # 'params.sc_poly.site_score_thresh': float('nan'), # 'params.sc_pxl.package_fpath': 'Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77_epoch16_step2907', #}, #models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V77_epoch16_step2907.pt # # ## # create mode 100644 models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90_epoch0_step16.pt.dvc # create mode 100644 models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90_epoch1_step32.pt.dvc # create mode 100644 models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90_epoch2_step48.pt.dvc # create mode 100644 models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90_epoch326_step10464.pt.dvc # create mode 100644 models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90_epoch332_step10656.pt.dvc # create mode 100644 models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90_epoch333_step10688.pt.dvc # create mode 100644 models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90_epoch338_step10848.pt.dvc # create mode 100644 models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90/Drop7-Cropped2GSD_SC_bgrn_gnt_4GSD_split6_V90_epoch343_step11008.pt.dvc # create mode 100644 models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/.gitignore # # models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch0_step8.pt.dvc # models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch108_step872.pt.dvc # models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch112_step904.pt.dvc # models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch12_step104.pt.dvc # models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch18_step152.pt.dvc # models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch1_step16.pt.dvc # models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch3_step32.pt.dvc # models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch4_step40.pt.dvc # models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89_epoch79_step640.pt.dvc ## # #models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch26_step864.pt.dvc # #models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch109_step3520.pt.dvc #models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91/Drop7-Cropped2GSD_SC_bgrn_gnt_2GSD_split6_V91_epoch63_step2048.pt.dvc # #ls /home/joncrall/remote/namek/data/dvc-repos/smart_expt_dvc/models/fusion/Drop7-MedianNoWinter10GSD-NoMask/packages/Drop7-MedianNoWinter10GSD_bgrn_mixed_split6_V78/ #ls /home/joncrall/remote/namek/data/dvc-repos/smart_expt_dvc/models/fusion/Drop7-Cropped2GSD-V2/packages/Drop7-Cropped2GSD_SC_bgrn_sgd_gnt_8GSD_split6_V89/ # 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.aggregate \ --pipeline=sc \ --target " - $DVC_EXPT_DPATH/_ac_static_small_baseline_namek_v1 " \ --output_dpath="$DVC_EXPT_DPATH/_ac_static_small_baseline_v2/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: 10 per_group: 1 macro_analysis: 0 analyze: 0 print_models: True reference_region: final concise: 1 show_csv: 0 " \ --query="( (df['params.sc_pxl.fixed_resolution'] == '8GSD') & (df['params.sc_poly.thresh'] == 0.07) & (df['params.sc_poly.site_score_thresh'] == 0) & df['params.sc_pxl.package_fpath'].str.contains('Drop4_tune_V30_8GSD_V3_epoch=2-step=17334.pt') )" #--query="(df['param_hashid'] == 'fvlcyfgjmydd')" #(df['params.sc_poly.smoothing'] == None) & #--query="(df['param_hashid'] == 'fvlcyfgjmydd')"