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pretrained_nets_carla.py
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pretrained_nets_carla.py
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feat_init = ""
view_init = ""
flow_init = ""
emb2D_init = ""
vis_init = ""
occ_init = ""
ego_init = ""
tow_init = ""
preocc_init = ""
quant_init = ""
pixor_init = ""
munit_init = ""
smoothnet_init = ""
# emb_dim = 8
# # occ_cheap = False
# feat_dim = 32
# feat_do_vae = False
# view_depth = 32
# view_pred_rgb = True
# view_use_halftanh = True
# view_pred_embs = False
# occ_do_cheap = False
# this is the previous winner net, from which i was able to train a great flownet in 500i
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bgt_bgv_trainer_rgb_gt"
view_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bgt_bgv_trainer_rgb_gt"
# occ_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bgt_bgv_trainer_rgb_gt"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bgt_bgv_trainer_rgb_occ_gt"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bgt_bgv_trainer_rgb_occ_gt"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bgt_bgv_trainer_rgb_occ_gt"
# feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_E3_s.01_m1_e.1_n2_d16_bgt_bgv_trainer_rgb_occ_emb3d_gt"
# view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_E3_s.01_m1_e.1_n2_d16_act_acv_trainer_rgb_occ_emb3d_gt"
# occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_E3_s.01_m1_e.1_n2_d16_act_acv_trainer_rgb_occ_emb3d_gt"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_E3_s.01_m1_e.1_n2_d16_cgt_cgv_trainer_rgb_occ_emb3d_big"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bgt_bgv_trainer_rgb_gt"
# view_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bgt_bgv_trainer_rgb_gt"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_cgt_cgv_trainer_rgb_big"
view_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_cgt_cgv_trainer_rgb_big"
# feat_init = "02_m144x144x144_1e-3_F32_cgt_trainer_emb_moc_o_big"
# feat_init = "02_m144x144x144_1e-4_F32_di_Ft_trainer_big_builder_hard_exp5_pret_moc"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_det_trainer_emb_moc_o_rgb_occ_emb2d_pret"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_det_trainer_emb_moc_o_rgb_occ_emb2d_pret"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_det_trainer_emb_moc_o_rgb_occ_emb2d_pret"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ag_lt_ns_trainer_rgb_occ_multiple_clevr_orient2"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ag_lt_ns_trainer_rgb_occ_multiple_clevr_orient2"
# feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ag_lt_ns_trainer_rgb_occ_multiple_clevr_orient2"
# #" quant_init = ""
feat_init = "02_m144x144x144_1e-4_F32_be_lt_ns_trainer_big_builder_hard_exp5_pret_moc_orient"
pixor_init = "02_m144x144x144_1e-3_F32f_cgt_ns_det_trainer_px_big_freeze_vq_rotate"
det_init = "02_m144x144x144_1e-3_F32f_cgt_ns_det_trainer_big_freeze_vq_rotate"
feat_init = "02_m144x144x144_1e-4_F32_be_lt_ns_trainer_big_builder_hard_exp5_pret_moc_orient"
# quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_trainer_quantize_object_no_detach_rotate"
quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_trainer_quantize_object_no_detach_rotate"
feat_init = "02_m144x144x144_1e-3_F32f_cgt_ns_det_trainer_big_freeze_vq_rotate_deep_det"
feat_init = "02_m144x144x144_1e-3_F32f_cgt_ns_det_trainer_big_freeze_vq_rotate"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_trainer_quantize_object_no_detach"
# single object detector
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_trainer_quantize_object_no_detach_rotate"
quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_trainer_quantize_object_no_detach_rotate"
det_init = "02_m144x144x144_1e-3_F32f_cgt_ns_det_trainer_big_freeze_vq_rotate_deep_det"
# hardmined carla
feat_init = "02_m144x144x144_1e-4_F32_bbt_ns_orient_lowres"
# hard mined carla
feat_init = "02_m144x144x144_1e-4_F32_bbt_ns_carla_trainer_big_builder_hard_exp5_pret_low_res"
# hard mined clevr
feat_init = '02_m144x144x144_1e-4_F32_be_lt_ns_clevr_multiple_trainer_hard_exp5_pret_orient'
# carla only occ
feat_init = "02_m144x144x144_1e-3_F32_Oc_c1_s1_bbt_ns_carla_trainer_occ"
# clevr only occ
feat_init = '02_m144x144x144_1e-3_F32_Oc_c1_s1_be_lt_ns_trainer_occ_multiple'
# vqvae best model for carla 100 means
feat_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_100_gt'
view_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_100_gt'
#clevr single object vqvae 41 means
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_trainer_quantize_object_no_detach_rotate"
view_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_trainer_quantize_object_no_detach_rotate"
quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_trainer_quantize_object_no_detach_rotate"
#clevr single object vqvae 100 means
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_ns_clevr_trainer_quantize_object_no_detach_rotate_100"
view_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_ns_clevr_trainer_quantize_object_no_detach_rotate_100"
quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_rgt_ns_clevr_trainer_quantize_object_no_detach_rotate_100"
# clevr big dataset rgb occ
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_cgt_cgv_trainer_rgb_occ_big"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_cgt_cgv_trainer_rgb_occ_big"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_cgt_cgv_trainer_rgb_occ_big"
# carla muco
feat_init = '02_m144x144x144_1e-3_F32_bbt_ns_carla_trainer_rgb_occ_orient_low_res_viewContrast_moc'
# rgb occ carla muco detector
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bbt_ns_carla_trainer_rgb_occ_orient_low_res"
det_init = "02_m144x144x144_1e-3_F32f_fct_ns_carla_det_trainer_big_freeze_vq_rotate_deep_det_pret_rgb_occ"
# clevr multiple object detector
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
view_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
det_init = "02_m144x144x144_1e-3_F32f_ag_lt_ns_det_trainer_big_freeze_vq_rotate_deep_det_multiple"
# clevr multiple vq rgb 100 means
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
view_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
#bigbird rgb view pred
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_ggt_ns_bigbird_trainer_rgb_orient"
view_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_ggt_ns_bigbird_trainer_rgb_orient"
# bigbird viewpred occ
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_eet_ns_bigbird_trainer_rgb_occ_multiple_orient"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_eet_ns_bigbird_trainer_rgb_occ_multiple_orient"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_eet_ns_bigbird_trainer_rgb_occ_multiple_orient"
# carla vq rgb 100
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_100_gt"
view_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_100_gt"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate"
quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_100_gt"
det_init = "02_m144x144x144_1e-3_F32f_bb_tv_at_ns_carla_det_trainer_big_freeze_vq_rotate_deep_det_2"
# hard mined carla muco detector 2d detector
feat_init = "02_m144x144x144_1e-4_F32_bbt_ns_orient_lowres"
det_init = "02_m144x144x144_1e-3_F32f_bb_tv_at_ns_carla_det_trainer_big_freeze_vq_rotate_deep_det_from2d"
quant_init = '02_m144x144x144_1e-4_F32f_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_100_init_examples_hard_only_embed_frozen'
# bigbird muco hpm
feat_init = '02_m144x144x144_1e-4_F32_ggt_ns_bigbird_trainer_big_builder_hard_exp5_pret_moc_orient_low_res2'
# hard mined carla muco detector
feat_init = "02_m144x144x144_1e-4_F32_bbt_ns_orient_lowres"
det_init = "02_m144x144x144_1e-3_F32f_bb_tv_at_ns_carla_det_trainer_big_freeze_vq_rotate_deep_det_1_old"
quant_init = '02_m144x144x144_1e-4_F32f_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_100_init_examples_hard_only_embed_frozen'
# bigbird muco viweContrast
feat_init = "02_m144x144x144_1e-3_F32_E3_s.01_m1_e.1_n2_d16_be_lt_ns_clevr_trainer_rgb_occ_multiple_clevr_orient_viewContrast_t"
# bigbird viewpred occ
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_eet_ns_bigbird_trainer_rgb_occ_multiple_orient"
# clevr only rgb
feat_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_rgb_multiple'
# carla only rgb
feat_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_rgb_orient'
# carla view contrast
feat_init ='02_m144x144x144_1e-3_F32_E3_s.01_m1_e.1_n2_d16_be_lt_ns_clevr_trainer_rgb_occ_multiple_clevr_orient_viewContrast_t'
# clevr view contrast
feat_init = '02_m144x144x144_1e-3_F32_be_lt_ns_clevr_trainer_rgb_occ_multiple_clevr_orient_viewContrast_moc'
# hard mined carla muco
feat_init = "02_m144x144x144_1e-4_F32_bbt_ns_orient_lowres"
# bigbird muco hpm
feat_init = "02_m144x144x144_1e-4_F32_ggt_ns_bigbird_trainer_big_builder_hard_exp5_pret_moc_orient_low_res2"
# carla viewpred occ
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bbt_ns_carla_trainer_rgb_occ_orient_low_res"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bbt_ns_carla_trainer_rgb_occ_orient_low_res"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bbt_ns_carla_trainer_rgb_occ_orient_low_res"
# carla vqvae viewpred
feat_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_100_gt'
view_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_100_gt'
quant_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_100_gt'
# clevr best embeddings for scene parsing
feat_init = "02_m144x144x144_1e-4_F32f_be_lt_ns_clevr_trainer_quantize_object_no_detach_rotate_50_init_examples_hard_only_embed_frozen"
quant_init = "02_m144x144x144_1e-4_F32f_be_lt_ns_clevr_trainer_quantize_object_no_detach_rotate_50_init_examples_hard_only_embed_frozen"
# carla best embeddings for scene parsing
feat_init = "02_m144x144x144_1e-4_F32f_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_40_init_examples_hard_only_embed_frozen"
quant_init = "02_m144x144x144_1e-4_F32f_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_40_init_examples_hard_only_embed_frozen"
# replica rgb occ
feat_init = '02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aat_ns_replica_multiview_trainer'
occ_init = '02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aat_ns_replica_multiview_trainer'
view_init = '02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aat_ns_replica_multiview_trainer'
# clevr multiple object detector improved version from 2d
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
det_init = '02_m144x144x144_1e-3_F32f_ag_lt_ns_det_trainer_big_freeze_vq_rotate_deep_det_multiple_from2d_fixed'
# clevr vqvae viewpred
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
view_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
# replica best for parsing
feat_init = '02_m144x144x144_1e-4_F32f_cct_ns_replica_trainer_quantize_object_no_detach_rotate_50_init_examples_hard_only_embed_frozen'
quant_init = '02_m144x144x144_1e-4_F32f_cct_ns_replica_trainer_quantize_object_no_detach_rotate_50_init_examples_hard_only_embed_frozen'
# replica hard mine
feat_init = '02_m144x144x144_1e-4_F32_cct_ns_replica_trainer_hard_exp5_pret_moc_orient'
det_init = '02_m144x144x144_1e-3_F32f_cct_ns_replica_det_trainer_freeze_vq_rotate_deep_det'
# replica vqvae viewpred
feat_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_cct_ns_replica_trainer_quantize_object_no_detach_rotate'
quant_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_cct_ns_replica_trainer_quantize_object_no_detach_rotate'
view_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_cct_ns_replica_trainer_quantize_object_no_detach_rotate'
# clevr multiple object detector improved version
feat_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
quant_init = "02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_be_lt_ns_trainer_quantize_object_no_detach_rotate_multiple_fixed"
det_init = '02_m144x144x144_1e-3_F32f_ag_lt_ns_det_trainer_big_freeze_vq_rotate_deep_det_multiple_normal'
# clevr hardmine moc 2d boxes continual
feat_init = "02_m144x144x144_1e-4_F32_be_lt_ns_clevr_multiple_trainer_hard_exp5_pret_moc_orient_detboxes"
quant_init = '02_m144x144x144_1e-4_F32f_be_lt_ns_clevr_trainer_quantize_object_no_detach_rotate_50_init_examples_hard_only_embed_2dboxes_frozen_continual'
#iteration 1
feat_init = '02_m144x144x144_1e-4_F32_be_lt_ns_clevr_multiple_trainer_hard_exp5_pret_moc_orient_2dboxes'
quant_init = '02_m144x144x144_1e-4_F32f_be_lt_ns_clevr_trainer_quantize_object_no_detach_rotate_50_init_examples_hard_only_embed_2dboxes_frozen_continual_fixed'
det_init = '02_m144x144x144_1e-4_F32f_be_lt_ns_clevr_trainer_freeze_vq_rotate_selfimproveIterate_deep_multiple_maskout_hardneg_continual_3'
#iteration 2
quant_init = '02_m144x144x144_1e-4_F32f_be_lt_ns_clevr_trainer_quantize_object_no_detach_rotate_50_init_examples_hard_only_embed_detboxes_frozen_continual'
# carla vqvae viewpred new
feat_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_1'
view_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_1'
quant_init = '02_m144x144x144_p128x128_1e-3_F32_V_d32_c1_bbt_ns_carla_trainer_quantize_object_no_detach_rotate_1'
# hard mined clevr muco
feat_init = "02_m144x144x144_1e-4_F32_be_lt_ns_clevr_multiple_trainer_hard_exp5_pret_moc_orient"
# clevr multiple viewpred occ
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ag_lt_ns_trainer_rgb_occ_multiple_clevr_orient2"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ag_lt_ns_trainer_rgb_occ_multiple_clevr_orient2"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ag_lt_ns_trainer_rgb_occ_multiple_clevr_orient2"
# hard mined clevr muco 2 vqa
feat_init = "02_m144x144x144_1e-4_F32_bot_ns_clevr_multiple_trainer_hard_exp5_pret_moc_orient2"
# occ clevr vqa
feat_init = '02_m144x144x144_1e-3_F32_Oc_c1_s1_bot_ns_trainer_occ_no_bn1'
# rgb occ clevr vqa + muco hardmine
feat_init = "02_m144x144x144_1e-4_F32_bot_ns_clevr_multiple_trainer_hard_exp5_pret_moc_orient2_pret_rgb_occ"
# best for 3
feat_init = '02_m128x128x192_1e-4_F32f_bot_ns_clevr_trainer_quantize_object_no_detach_rotate_3_init_examples_hard_only_embed_frozen_1'
quant_init = '02_m128x128x192_1e-4_F32f_bot_ns_clevr_trainer_quantize_object_no_detach_rotate_3_init_examples_hard_only_embed_frozen_1'
# best for 10
feat_init = '02_m128x128x192_1e-4_F32f_bot_ns_clevr_trainer_quantize_object_no_detach_rotate_10_init_examples_hard_only_embed_frozen'
quant_init = '02_m128x128x192_1e-4_F32f_bot_ns_clevr_trainer_quantize_object_no_detach_rotate_10_init_examples_hard_only_embed_frozen'
#probably best for shapes
feat_init = "02_m144x144x144_1e-3_F32_Oc_c1_s1_aat_ns_trainer_occ_no_bn"
occ_init = "02_m144x144x144_1e-3_F32_Oc_c1_s1_aat_ns_trainer_occ_no_bn"
# rgb occ clevr vqa
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bot_ns_trainer_rgb_occ_no_bn"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bot_ns_trainer_rgb_occ_no_bn"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bot_ns_trainer_rgb_occ_no_bn"
#hpm part level
feat_init = '02_m144x144x144_1e-4_F32_rotMA500_0.25_0.75t_ns_clevr_multiple_trainer_hard_exp5_pret_moc_orient2_gt_occ_0.25_0.75'
# occ vqa23
feat_init = "02_m144x144x144_1e-3_F32_Oc_c1_s1_rotMA500_full_ns_trainer_occ_no_bn"
# mean 0.9756983 median 0.975471 min 0.96650517
#
# rgb_occ
feat_init = "02_m144x144x144_p160x240_1e-3_F32_Oc_c1_s1_V_d32_c1_rotMA500_full_ns_trainer_rgb_occ_no_bn"
occ_init = "02_m144x144x144_p160x240_1e-3_F32_Oc_c1_s1_V_d32_c1_rotMA500_full_ns_trainer_rgb_occ_no_bn"
view_init = "02_m144x144x144_p160x240_1e-3_F32_Oc_c1_s1_V_d32_c1_rotMA500_full_ns_trainer_rgb_occ_no_bn"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ae_spheret_ns_trainer_rgb_occ_no_bn"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ae_spheret_ns_trainer_rgb_occ_no_bn"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ae_spheret_ns_trainer_rgb_occ_no_bn"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_occ_no_bn"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_occ_no_bn"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_occ_no_bn"
# feat_init = '02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_occ_no_bn_replaceRD'
# feat_init = '02_m144x144x144_1e-3_F32_Oc_c1_s1_aet_ns_trainer_occ_no_bn_onlyocc'
# feat_init = '01_m144x144x144_p128x128_1e-3_F32_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_style_transfer'
feat_init = '01_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_occ_no_bn_style_transfer'
occ_init = '01_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_occ_no_bn_style_transfer'
view_init = '01_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_occ_no_bn_style_transfer'
munit_init = ''
feat_init = '02_m144x144x144_p128x128_1e-4_M_F32_V_d32_c1_ae_spheret_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4'
view_init = '02_m144x144x144_p128x128_1e-4_M_F32_V_d32_c1_ae_spheret_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4'
munit_init = '02_m144x144x144_p128x128_1e-4_M_F32_V_d32_c1_ae_spheret_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4'
feat_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_0.5'
occ_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_0.5'
view_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_0.5'
munit_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_0.5'
# feat_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_1'
# occ_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_1'
# view_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_1'
# munit_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_1'
# feat_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_1_no'
# occ_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_1_no'
# view_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_1_no'
# munit_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_1_no'
# feat_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple'
# occ_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple'
# view_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple'
# munit_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple'
# feat_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_no_cycle'
# occ_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_no_cycle'
# view_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_no_cycle'
# munit_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_no_cycle'
# feat_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4'
# occ_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4'
# view_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4'
# munit_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4'
feat_init = '02_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple_cross_pret_0.1'
feat_init = '02_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple_cross_pret_0.1'
occ_init = '02_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple_cross_pret_0.1'
view_init = '02_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple_cross_pret_0.1'
munit_init = '02_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple_cross_pret_0.1'
# RGB OCC for munit
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_occ_no_bn"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_occ_no_bn"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_occ_no_bn"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_occ_no_bn"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_occ_no_bn"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_aet_ns_trainer_rgb_occ_no_bn"
# feat_init = "02_m144x144x144_1e-4_F32f_rotMA500_0.025_0.975t_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised_2.5_97.5"
feat_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_0.1'
occ_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_0.1'
view_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_0.1'
munit_init = '01_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_contentt_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_0.1'
# quant_init = "02_m144x144x144_1e-4_F32f_rotMA500_0.025_0.975t_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised_2.5_97.5"
#smoothnet_init = ""
# feat_init = "02_m144x144x144_1e-4_F32f_rotMA500_0.1_0.9t_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised_10_90"
# quant_init = "02_m144x144x144_1e-4_F32f_rotMA500_0.1_0.9t_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised_10_90"
# #hpm part level
# feat_init = '02_m144x144x144_1e-4_F32_rotMA500_0.25_0.75t_ns_clevr_multiple_trainer_hard_exp5_pret_moc_orient2_gt_occ_0.25_0.75'
# feat_init = '02_m144x144x144_1e-4_F32f_rotMA500_halft_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised'
# quant_init = '02_m144x144x144_1e-4_F32f_rotMA500_halft_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised'
# feat_init = "02_m144x144x144_1e-4_F32_rotMA500_halft_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised_nonfrozen"
# quant_init = "02_m144x144x144_1e-4_F32_rotMA500_halft_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised_nonfrozen"
# feat_init = "02_m144x144x144_1e-4_F32_rotMA500_0.025_0.975t_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised_nonfrozen_2.5_97.5"
# quant_init = "02_m144x144x144_1e-4_F32_rotMA500_0.025_0.975t_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised_nonfrozen_2.5_97.5"
# feat_init = "02_m144x144x144_1e-4_F32f_rotMA500_0.025_0.975t_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised_2.5_97.5"
# quant_init = "02_m144x144x144_1e-4_F32f_rotMA500_0.025_0.975t_ns_clevr_trainer_quantize_object_no_detach_rotate_5_supervised_2.5_97.5"
# feat_init = "02_m144x144x144_1e-4_F32f_rotMA500_0.25_0.75v_ns_clevr_trainer_quantize_object_no_detach_rotate_frozen_15"
# quant_init = "02_m144x144x144_1e-4_F32f_rotMA500_0.25_0.75v_ns_clevr_trainer_quantize_object_no_detach_rotate_frozen_15"
# <<<<<<< HEAD
# feat_init = '02_m144x144x144_1e-3_F32f_ae_day_single_All_1t_ae_day_multit_ns_trainer_freeze_deep_det'
# det_init = '02_m144x144x144_1e-3_F32f_ae_day_single_All_1t_ae_day_multit_ns_trainer_freeze_deep_det'
# det_init = '02_m144x144x144_1e-3_F32f_ae_day_single_SC_1t_ae_day_multit_ns_trainer_freeze_deep_det_aug_dis_16'
feat_init = '02_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_day_singlet_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple_cross_0.1'
occ_init = '02_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_day_singlet_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple_cross_0.1'
view_init = '02_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_day_singlet_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple_cross_0.1'
munit_init = '02_m144x144x144_p128x128_1e-4_M_F32_Oc_c1_s1_V_d32_c1_ae_day_singlet_ns_trainer_rgb_no_bn_munit_sphere_no_feat_recons_bs_simple_lr4_classic_simple_cross_0.1'
# '02_m144x144x144_p160x240_1e-4_M_F32f_Ocf_c1_s1_Vf_d32_c1_single_obj_large_480_gt_ns_munit_single_lhighes_lr4_frozen_largeobj'
# smoothnet_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Ocf_c1_s1_Vf_d32_c1_single_obj_large_480_gt_ns_munit_single_lhighes_lr4_frozen_largeobj'
feat_init = '02_m144x144x144_p160x240_1e-4_M_F32_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit__simple_cross_0.1_dsn'
occ_init = '02_m144x144x144_p160x240_1e-4_M_F32_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit__simple_cross_0.1_dsn'
view_init = '02_m144x144x144_p160x240_1e-4_M_F32_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit__simple_cross_0.1_dsn'
munit_init = '02_m144x144x144_p160x240_1e-4_M_F32_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit__simple_cross_0.1_dsn'
smoothnet_init = '02_m144x144x144_p160x240_1e-4_M_F32_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit__simple_cross_0.1_dsn'
# =======
# # rgb-occ checkpoint for Single Large Dataset - cit.txt
feat_init = '02_m144x144x144_p160x240_1e-4_F32_Oc_c1_s1_V_d32_c1_multi_obj_480_at_ns_VqaLR4Multi480'
# feat_init = '02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_cit_ns_ClevrRgbOccLR3'
# occ_init = '02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_cit_ns_ClevrRgbOccLR3'
# occ_init = '02_m144x144x144_p160x240_1e-4_F32_Oc_c1_s1_V_d32_c1_multi_obj_480_at_ns_VqaLR4Multi480'
# view_init = '02_m144x144x144_p160x240_1e-4_F32_Oc_c1_s1_V_d32_c1_multi_obj_480_at_ns_VqaLR4Multi480'
# view_init = '02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_cit_ns_ClevrRgbOccLR3'
feat_init = '02_m144x144x144_1e-3_F32_multi_obj_480_at_multi_obj_480_av_ns_trainer_detector_full'
det_init = '02_m144x144x144_1e-3_F32_multi_obj_480_at_multi_obj_480_av_ns_trainer_detector_full'
feat_init = '3d_detector'
det_init = '3d_detector'
# # rgb-occ for darshan's vqa dataset with low res 256 x 256 dim images with multiple objects
# feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_multi_obj_256_et_ns_VqaLR3Multi256"
# occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_multi_obj_256_et_ns_VqaLR3Multi256"
# view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_multi_obj_256_et_ns_VqaLR3Multi256"
# # rgb-occ for darshan's vqa dataset with high res 320 x 480 dim images with multiple objects
# feat_init = "02_m144x144x144_p160x240_1e-3_F32_Oc_c1_s1_V_d32_c1_multi_obj_480_at_ns_VqaLR3Multi480"
# occ_init = "02_m144x144x144_p160x240_1e-3_F32_Oc_c1_s1_V_d32_c1_multi_obj_480_at_ns_VqaLR3Multi480"
# view_init = "02_m144x144x144_p160x240_1e-3_F32_Oc_c1_s1_V_d32_c1_multi_obj_480_at_ns_VqaLR3Multi480"
# # munit for darshan's vqa dataset with high res 320 x 480 dim images with single objects. Featnet trained on high res multi object dataset
# feat_init = "02_m144x144x144_p160x240_1e-4_M_F32f_Ocf_c1_s1_Vf_d32_c1_single_obj_large_480_gt_ns_munit_single_lhighes_lr4_frozen_largeobj"
# occ_init = "02_m144x144x144_p160x240_1e-4_M_F32f_Ocf_c1_s1_Vf_d32_c1_single_obj_large_480_gt_ns_munit_single_lhighes_lr4_frozen_largeobj"
# view_init = "02_m144x144x144_p160x240_1e-4_M_F32f_Ocf_c1_s1_Vf_d32_c1_single_obj_large_480_gt_ns_munit_single_lhighes_lr4_frozen_largeobj"
# munit_init = "02_m144x144x144_p160x240_1e-4_M_F32f_Ocf_c1_s1_Vf_d32_c1_single_obj_large_480_gt_ns_munit_single_lhighes_lr4_frozen_largeobj"
# >>>>>>> e575177039ddd892cd65f8d88a9754d02575d3c9
feat_init = '02_m144x144x144_1e-3_F32_multi_obj_480_at_multi_obj_480_av_ns_trainer_detector_full_1'
det_init = '02_m144x144x144_1e-3_F32_multi_obj_480_at_multi_obj_480_av_ns_trainer_detector_full_1'
feat_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Ocf_c1_s1_Vf_d32_c1_single_obj_large_480_gt_ns_munit_single_lhighes_lr4_frozen_largeobj'
occ_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Ocf_c1_s1_Vf_d32_c1_single_obj_large_480_gt_ns_munit_single_lhighes_lr4_frozen_largeobj'
view_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Ocf_c1_s1_Vf_d32_c1_single_obj_large_480_gt_ns_munit_single_lhighes_lr4_frozen_largeobj'
munit_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Ocf_c1_s1_Vf_d32_c1_single_obj_large_480_gt_ns_munit_single_lhighes_lr4_frozen_largeobj'
# carla viewpred occ low res
feat_init = '02_m144x144x144_p120x160_1e-3_F32_Oc_c1_s1_V_d32_c1_aat_aav_trainer_rgb_occ_big_no_bn_real'
view_init = '02_m144x144x144_p120x160_1e-3_F32_Oc_c1_s1_V_d32_c1_aat_aav_trainer_rgb_occ_big_no_bn_real'
occ_init = "02_m144x144x144_p120x160_1e-3_F32_Oc_c1_s1_V_d32_c1_aat_aav_trainer_rgb_occ_big_no_bn_real"
feat_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real_cycle'
occ_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real_cycle'
view_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real_cycle'
munit_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real_cycle'
smoothnet_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real_cycle'
feat_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real_cycle'
view_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real_cycle'
occ_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real_cycle'
munit_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real_cycle'
feat_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real'
view_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real'
occ_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real'
munit_init = '02_m144x144x144_p120x160_1e-4_M_F32_Oc_c1_s1_V_d32_c1_abt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_real'
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_allVehiclet_ns_carla_trainer_rgb_occ_no_bn"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_allVehiclet_ns_carla_trainer_rgb_occ_no_bn"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_allVehiclet_ns_carla_trainer_rgb_occ_no_bn"
feat_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bbt_ns_carla_trainer_rgb_occ_orient_low_res"
view_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bbt_ns_carla_trainer_rgb_occ_orient_low_res"
occ_init = "02_m144x144x144_p128x128_1e-3_F32_Oc_c1_s1_V_d32_c1_bbt_ns_carla_trainer_rgb_occ_orient_low_res"
feat_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_dsn_frozen'
occ_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_dsn_frozen'
view_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_dsn_frozen'
munit_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_dsn_frozen'
smoothnet_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_dsn_frozen'
feat_init = '02_m144x144x144_p160x240_1e-4_M_F32_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_munit_single_highres_lr4_largeobj'
occ_init = '02_m144x144x144_p160x240_1e-4_M_F32_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_munit_single_highres_lr4_largeobj'
view_init = '02_m144x144x144_p160x240_1e-4_M_F32_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_munit_single_highres_lr4_largeobj'
munit_init = '02_m144x144x144_p160x240_1e-4_M_F32_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_munit_single_highres_lr4_largeobj'
feat_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_dsn_frozen'
occ_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_dsn_frozen'
view_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_dsn_frozen'
munit_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_dsn_frozen'
smoothnet_init = '02_m144x144x144_p160x240_1e-4_M_F32f_Oc_c1_s1_V_d32_c1_single_obj_large_480_gt_ns_trainer_rgb_no_bn_munit_simple_cross_0.1_dsn_frozen'