⚡️ Setting data- and operation-dependent memory-estimates

[shnizzedy]

Related problem

Some nodes can use more memory than the default estimate depending on the size of the input data and the operations performed on those data.

Nodes known or suspected to cause memory overruns:

• {ventricles_key}_ants
• apply_ants_warp_{output_name}_{inverse_string}_{registration_template}_{num_strat}
• apply_warp_{wf_name}
• calc_ants_warp
• cal_DVARS
• collect_transforms{symm}
• copy_xform
• {regressor_type}_DetrendPC
• 3dROIstats
• erode_skullstrip_mask
• 19_fill_7
• 07_fill_gm
• {anatomical_at_resolution_key}_flirt
• {functional_at_resolution_key}_flirt
• {node_mask_key}_flirt
• frequency_filter
• func_deoblique_{pipe_num}
• func_despiked_{pipe_num}
• func_drop_trs
• func_get_idx (🐛 RuntimeError: Insufficient resources available for job #1511)
• func_get_mean_RPI_{pipe_num}
• func_mask_normalize_{pipe_num}
• func_normalize_{pipe_num}
• func_reoprient_{pipe_num}
• map_brainmask
• ndmg_graphs_{pipe_num}
• {regressor_type}_norm
• nuisance_regression
• overlap_{wf_name}_map_with_prior
• resample_spatial_map_to_native_space_{pipe_num}
• segment_{pipe_num}
• sel_wm
• slice_timing
• spatial_regression
• {regressor_type}_union_masks
• warp_ts_to_sym_template_{pipe_num}
• write_composite_invlinear{symm}_xfm
• write_composite_inv_{symm}xfm
• write_composite_linear{symm}_xfm