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ConnectomeBench

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- ---
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- pretty_name: ConnectomeBench
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- license: mit
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- dataset_info:
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- - config_name: fly, merge errors
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- features:
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- - name: operation_id
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- dtype: int64
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- - name: timestamp
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- dtype: int64
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- - name: split_coords
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- list: float64
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- - name: option_1_neuron_id
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- dtype: string
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- - name: option_1_front_path
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- dtype: image
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- - name: option_1_side_path
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- dtype: image
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- - name: option_1_top_path
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- dtype: image
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- - name: option_2_neuron_id
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- dtype: string
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- - name: option_2_front_path
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- dtype: image
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- - name: option_2_side_path
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- dtype: image
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- - name: option_2_top_path
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- dtype: image
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- - name: neuron_with_merge_error
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- dtype: string
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- - config_name: fly, split errors
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- features:
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- - name: operation_id
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- dtype: int64
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- - name: timestamp
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- dtype: int64
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- - name: merge_coords
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- list: float64
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- - name: neuron_id
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- dtype: string
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- - name: one_valid_option
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- dtype: bool
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- - name: option_1_neuron_id
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- dtype: string
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- - name: option_1_front_path
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- dtype: image
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- - name: option_1_side_path
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- dtype: image
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- - name: option_1_top_path
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- dtype: image
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- - name: option_2_neuron_id
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- dtype: string
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- - name: option_2_front_path
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- dtype: image
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- - name: option_2_side_path
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- dtype: image
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- - name: option_2_top_path
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- dtype: image
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- - name: correct_neuron_id
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- dtype: string
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- - config_name: mouse, merge errors
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- features:
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- - name: operation_id
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- dtype: int64
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- - name: timestamp
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- dtype: int64
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- - name: split_coords
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- list: float64
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- - name: option_1_neuron_id
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- dtype: string
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- - name: option_1_front_path
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- dtype: image
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- - name: option_1_side_path
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- dtype: image
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- - name: option_1_top_path
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- dtype: image
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- - name: option_2_neuron_id
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- dtype: string
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- - name: option_2_front_path
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- dtype: image
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- - name: option_2_side_path
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- dtype: image
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- - name: option_2_top_path
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- dtype: image
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- - name: neuron_with_merge_error
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- dtype: string
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- - config_name: mouse, split errors
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- features:
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- - name: operation_id
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- dtype: int64
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- - name: timestamp
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- dtype: int64
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- - name: merge_coords
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- list: float64
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- - name: neuron_id
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- dtype: string
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- - name: one_valid_option
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- dtype: bool
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- - name: option_1_neuron_id
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- dtype: string
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- - name: option_1_front_path
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- dtype: image
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- - name: option_1_side_path
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- dtype: image
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- - name: option_1_top_path
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- dtype: image
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- - name: option_2_neuron_id
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- dtype: string
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- - name: option_2_front_path
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- dtype: image
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- - name: option_2_side_path
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- dtype: image
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- - name: option_2_top_path
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- dtype: image
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- - name: correct_neuron_id
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- dtype: string
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- - config_name: fly, segment classification
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- features:
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- - name: proofread_root_id
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- dtype: string
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- - name: current_root_id
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- dtype: string
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- - name: species
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- dtype: string
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- - name: xmin
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- dtype: float64
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- - name: ymin
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- dtype: float64
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- - name: zmin
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- dtype: float64
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- - name: xmax
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- dtype: float64
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- - name: ymax
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- dtype: float64
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- - name: zmax
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- dtype: float64
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- - name: unit
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- dtype: string
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- - name: front_path
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- dtype: image
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- - name: side_path
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- dtype: image
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- - name: top_path
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- dtype: image
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- - name: class
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- dtype: string
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- - config_name: mouse, segment classification
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- features:
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- - name: proofread_root_id
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- dtype: string
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- - name: current_root_id
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- dtype: string
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- - name: species
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- dtype: string
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- - name: xmin
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- dtype: float64
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- - name: ymin
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- dtype: float64
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- - name: zmin
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- dtype: float64
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- - name: xmax
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- dtype: float64
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- - name: ymax
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- dtype: float64
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- - name: zmax
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- dtype: float64
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- - name: unit
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- dtype: string
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- - name: front_path
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- dtype: image
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- - name: side_path
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- dtype: image
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- - name: top_path
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- dtype: image
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- - name: class
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- dtype: string
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- configs:
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- - config_name: fly, merge errors
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- data_files:
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- - split: train
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- path: fly_merge_error_annotations.jsonl
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- - config_name: fly, split errors
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- data_files:
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- - split: train
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- path: fly_split_error_annotations.jsonl
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- - config_name: fly, segment classification
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- data_files:
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- - split: train
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- path: fly_segment_annotations.jsonl
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- - config_name: mouse, merge errors
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- data_files:
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- - split: train
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- path: mouse_merge_error_annotations.jsonl
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- - config_name: mouse, split errors
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- data_files:
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- - split: train
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- path: mouse_split_error_annotations.jsonl
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- - config_name: mouse, segment classification
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- data_files:
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- - split: train
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- path: mouse_segment_annotations.jsonl
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- ---
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  Access to the code necessary to run the benchmark is available at https://github.com/jffbrwn2/ConnectomeBench.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  Access to the code necessary to run the benchmark is available at https://github.com/jffbrwn2/ConnectomeBench.