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dsl_icl_eval-2025_01_27_073647_model-deepseek-deepseek-r1_fewshot-5

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Autodesk AI Lab 34

[ "cores", "grids", "architecture" ]

{ "input_path": "/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifamily_130K/ir/train_tilegpt_multifamily_130K_ir.jsonl", "entity_types": [ "IfcWall", "IfcSlab", "IfcGrid", "IfcGridAxis" ], "rounding_digits": 4, "normalize_units": true, "verbose": false, "sorter_strategy": "outside_inside", "sorter_element_location": null, "sorter_distance_method": null, "sorter_use_relative_xy": null, "_num_elements": 11856335, "original_global_min": 0, "original_global_max": 96, "global_min": 0, "global_max": 100, "fixed_dsl_global_min": 0, "fixed_dsl_global_max": 100, "elevations": [ 0, 3, 6, 9, 12 ], "original_elevations": [ 0, 3, 6 ], "heights": [ 0, 0.225, 0.3048, 1, 3 ], "run_args": { "input_path": "/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifamily_130K/ir/train_tilegpt_multifamily_130K_ir.jsonl", "entity_types": [ "IfcWall", "IfcSlab", "IfcGrid", "IfcGridAxis" ], "rounding_digits": 4, "normalize_units": true, "verbose": false, "sorter_strategy": "outside_inside", "sorter_element_location": null, "sorter_distance_method": null, "sorter_use_relative_xy": null, "_num_elements": 11856335, "original_global_min": 0, "original_global_max": 96, "global_min": 0, "global_max": 100, "fixed_dsl_global_min": 0, "fixed_dsl_global_max": 100 }, "sorter_metadata": { "strategy": "outside_inside", "element_location": "centroid", "distance_method": "chebyshev", "use_relative_xy": false, "inverse": true, "measure": null, "reference_name": null } }

[ "shaft", "slab", "wall", "roof", "grid" ]

{ "cleaned_pred": "ERROR", "dsl_architecture": "Error: Start token or End token of modality not found", "dsl_cores": "Error: Start token or End token of modality not found", "dsl_grids": "Error: Start token or End token of modality not found", "dsl_mass": "polygon 53 598 377 598 377 698 602 698 602 598 697 598 697 830 53 830 53 598 height 30 elevation 28 polygon 53 598 377 598 377 698 602 698 602 598 697 598 697 830 53 830 53 598 height 30 elevation 58 polygon 53 598 377 598 377 698 602 698 602 598 697 598 697 830 53 830 53 598 height 30 elevation 88 polygon 53 598 377 598 377 698 602 698 602 598 697 598 697 830 53 830 53 598 height 30 elevation 118", "full_dsl_generation": "<spec> <mass> <arch> </spec> <mass> polygon 53 598 377 598 377 698 602 698 602 598 697 598 697 830 53 830 53 598 height 30 elevation 28 polygon 53 598 377 598 377 698 602 698 602 598 697 598 697 830 53 830 53 598 height 30 elevation 58 polygon 53 598 377 598 377 698 602 698 602 598 697 598 697 830 53 830 53 598 height 30 elevation 88 polygon 53 598 377 598 377 698 602 698 602 598 697 598 697 830 53 830 53 598 height 30 elevation 118 </mass> ERROR", "model_name": "deepseek/deepseek-r1", "raw_pred": "ERROR" }

{ "cleaned_pred": "ERROR", "dsl_architecture": "storey 1 elevation 28 slab profile 53 598 53 830 697 830 697 598 602 598 602 698 377 698 377 598 53 598 thickness 3 eosl wall axis 55 805 55 830 thickness 4 height 30 eow wall axis 55 730 55 805 thickness 4 height 30 eow wall axis 55 702 55 726 thickness 2 height 10 eow wall axis 55 602 55 702 thickness 4 height 30 eow wall axis 101 730 101 826 thickness 1 height 30 eow wall axis 101 645 101 698 thickness 1 height 30 eow wall axis 57 828 697 828 thickness 4 height 30 eow wall axis 694 726 694 826 thickness 4 height 30 eow wall axis 694 702 694 726 thickness 2 height 10 eow wall axis 606 700 697 700 thickness 4 height 30 eow wall axis 649 602 649 698 thickness 2 height 30 eow wall axis 53 600 373 600 thickness 4 height 30 eow wall axis 694 598 694 698 thickness 4 height 30 eow wall axis 602 600 672 600 thickness 4 height 30 eow wall axis 672 600 692 600 thickness 4 height 30 eow wall axis 102 646 147 646 thickness 1 height 30 eow wall axis 146 602 146 645 thickness 1 height 30 eow wall axis 192 602 192 698 thickness 2 height 30 eow wall axis 53 728 236 728 thickness 4 height 30 eow wall axis 57 700 305 700 thickness 4 height 30 eow wall axis 238 645 238 698 thickness 1 height 30 eow wall axis 146 730 146 826 thickness 1 height 30 eow wall axis 239 646 284 646 thickness 1 height 30 eow wall axis 192 730 192 826 thickness 2 height 30 eow wall axis 238 726 238 736 thickness 4 height 30 eow wall axis 283 602 283 645 thickness 1 height 30 eow wall axis 240 734 281 734 thickness 3 height 30 eow wall axis 238 736 238 826 thickness 1 height 30 eow wall axis 283 726 283 736 thickness 4 height 30 eow wall axis 239 783 284 783 thickness 1 height 30 eow wall axis 283 736 283 782 thickness 1 height 30 eow wall axis 329 602 329 698 thickness 1 height 30 eow wall axis 305 700 377 700 thickness 3 height 30 eow wall axis 375 598 375 698 thickness 4 height 30 eow wall axis 329 730 329 826 thickness 1 height 30 eow wall axis 285 728 464 728 thickness 3 height 30 eow wall axis 375 730 375 826 thickness 2 height 30 eow wall axis 421 730 421 826 thickness 2 height 30 eow wall axis 466 726 466 736 thickness 3 height 30 eow wall axis 377 700 602 700 thickness 2 height 10 eow wall axis 466 736 466 826 thickness 2 height 30 eow wall axis 468 734 510 734 thickness 3 height 30 eow wall axis 467 783 513 783 thickness 1 height 30 eow wall axis 512 726 512 736 thickness 3 height 30 eow wall axis 512 736 512 782 thickness 2 height 30 eow wall axis 558 730 558 826 thickness 2 height 30 eow wall axis 604 602 604 702 thickness 4 height 30 eow wall axis 514 728 692 728 thickness 4 height 30 eow wall axis 604 730 604 826 thickness 2 height 30 eow eost storey 2 elevation 58 slab profile 55 600 55 828 694 828 694 600 604 600 604 700 375 700 375 600 55 600 thickness 3 hole 228 135 184 135 184 182 228 182 228 135 hole 412 182 412 135 456 135 456 182 412 182 eosl wall axis 55 805 55 830 thickness 4 height 30 eow wall axis 55 730 55 805 thickness 4 height 30 eow wall axis 55 702 55 726 thickness 2 height 10 eow wall axis 55 602 55 702 thickness 4 height 30 eow wall axis 101 730 101 826 thickness 1 height 30 eow wall axis 101 645 101 698 thickness 1 height 30 eow wall axis 57 828 697 828 thickness 4 height 30 eow wall axis 694 726 694 826 thickness 4 height 30 eow wall axis 694 702 694 726 thickness 2 height 10 eow wall axis 606 700 697 700 thickness 4 height 30 eow wall axis 649 602 649 698 thickness 2 height 30 eow wall axis 53 600 373 600 thickness 4 height 30 eow wall axis 694 598 694 698 thickness 4 height 30 eow wall axis 602 600 672 600 thickness 4 height 30 eow wall axis 672 600 692 600 thickness 4 height 30 eow wall axis 102 646 147 646 thickness 1 height 30 eow wall axis 146 602 146 645 thickness 1 height 30 eow wall axis 192 602 192 698 thickness 2 height 30 eow wall axis 53 728 236 728 thickness 4 height 30 eow wall axis 57 700 305 700 thickness 4 height 30 eow wall axis 238 645 238 698 thickness 1 height 30 eow wall axis 146 730 146 826 thickness 1 height 30 eow wall axis 239 646 284 646 thickness 1 height 30 eow wall axis 192 730 192 826 thickness 2 height 30 eow wall axis 238 726 238 736 thickness 4 height 30 eow wall axis 283 602 283 645 thickness 1 height 30 eow wall axis 240 734 281 734 thickness 3 height 30 eow wall axis 238 736 238 826 thickness 1 height 30 eow wall axis 283 726 283 736 thickness 4 height 30 eow wall axis 239 783 284 783 thickness 1 height 30 eow wall axis 283 736 283 782 thickness 1 height 30 eow wall axis 329 602 329 698 thickness 1 height 30 eow wall axis 305 700 377 700 thickness 3 height 30 eow wall axis 375 598 375 698 thickness 4 height 30 eow wall axis 329 730 329 826 thickness 1 height 30 eow wall axis 285 728 464 728 thickness 3 height 30 eow wall axis 375 730 375 826 thickness 2 height 30 eow wall axis 421 730 421 826 thickness 2 height 30 eow wall axis 466 726 466 736 thickness 3 height 30 eow wall axis 377 700 602 700 thickness 2 height 10 eow wall axis 466 736 466 826 thickness 2 height 30 eow wall axis 468 734 510 734 thickness 3 height 30 eow wall axis 467 783 513 783 thickness 1 height 30 eow wall axis 512 726 512 736 thickness 3 height 30 eow wall axis 512 736 512 782 thickness 2 height 30 eow wall axis 558 730 558 826 thickness 2 height 30 eow wall axis 604 602 604 702 thickness 4 height 30 eow wall axis 514 728 692 728 thickness 4 height 30 eow wall axis 604 730 604 826 thickness 2 height 30 eow eost storey 3 elevation 88 slab profile 55 600 55 828 694 828 694 600 604 600 604 700 375 700 375 600 55 600 thickness 3 hole 228 135 184 135 184 182 228 182 228 135 hole 412 182 412 135 456 135 456 182 412 182 eosl wall axis 55 805 55 830 thickness 4 height 30 eow wall axis 55 730 55 805 thickness 4 height 30 eow wall axis 55 702 55 726 thickness 2 height 10 eow wall axis 55 602 55 702 thickness 4 height 30 eow wall axis 101 730 101 826 thickness 1 height 30 eow wall axis 101 645 101 698 thickness 1 height 30 eow wall axis 57 828 697 828 thickness 4 height 30 eow wall axis 694 726 694 826 thickness 4 height 30 eow wall axis 694 702 694 726 thickness 2 height 10 eow wall axis 606 700 697 700 thickness 4 height 30 eow wall axis 649 602 649 698 thickness 2 height 30 eow wall axis 53 600 373 600 thickness 4 height 30 eow wall axis 694 598 694 698 thickness 4 height 30 eow wall axis 602 600 672 600 thickness 4 height 30 eow wall axis 672 600 692 600 thickness 4 height 30 eow wall axis 102 646 147 646 thickness 1 height 30 eow wall axis 146 602 146 645 thickness 1 height 30 eow wall axis 192 602 192 698 thickness 2 height 30 eow wall axis 53 728 236 728 thickness 4 height 30 eow wall axis 57 700 305 700 thickness 4 height 30 eow wall axis 238 645 238 698 thickness 1 height 30 eow wall axis 146 730 146 826 thickness 1 height 30 eow wall axis 239 646 284 646 thickness 1 height 30 eow wall axis 192 730 192 826 thickness 2 height 30 eow wall axis 238 726 238 736 thickness 4 height 30 eow wall axis 283 602 283 645 thickness 1 height 30 eow wall axis 240 734 281 734 thickness 3 height 30 eow wall axis 238 736 238 826 thickness 1 height 30 eow wall axis 283 726 283 736 thickness 4 height 30 eow wall axis 239 783 284 783 thickness 1 height 30 eow wall axis 283 736 283 782 thickness 1 height 30 eow wall axis 329 602 329 698 thickness 1 height 30 eow wall axis 305 700 377 700 thickness 3 height 30 eow wall axis 375 598 375 698 thickness 4 height 30 eow wall axis 329 730 329 826 thickness 1 height 30 eow wall axis 285 728 464 728 thickness 3 height 30 eow wall axis 375 730 375 826 thickness 2 height 30 eow wall axis 421 730 421 826 thickness 2 height 30 eow wall axis 466 726 466 736 thickness 3 height 30 eow wall axis 377 700 602 700 thickness 2 height 10 eow wall axis 466 736 466 826 thickness 2 height 30 eow wall axis 468 734 510 734 thickness 3 height 30 eow wall axis 467 783 513 783 thickness 1 height 30 eow wall axis 512 726 512 736 thickness 3 height 30 eow wall axis 512 736 512 782 thickness 2 height 30 eow wall axis 558 730 558 826 thickness 2 height 30 eow wall axis 604 602 604 702 thickness 4 height 30 eow wall axis 514 728 692 728 thickness 4 height 30 eow wall axis 604 730 604 826 thickness 2 height 30 eow eost storey 4 elevation 118 slab profile 55 600 55 828 694 828 694 600 604 600 604 700 375 700 375 600 55 600 thickness 3 hole 228 135 184 135 184 182 228 182 228 135 hole 412 182 412 135 456 135 456 182 412 182 eosl wall axis 55 805 55 830 thickness 4 height 30 eow wall axis 55 730 55 805 thickness 4 height 30 eow wall axis 55 702 55 726 thickness 2 height 10 eow wall axis 55 602 55 702 thickness 4 height 30 eow wall axis 101 730 101 826 thickness 1 height 30 eow wall axis 101 645 101 698 thickness 1 height 30 eow wall axis 57 828 697 828 thickness 4 height 30 eow wall axis 694 726 694 826 thickness 4 height 30 eow wall axis 694 702 694 726 thickness 2 height 10 eow wall axis 606 700 697 700 thickness 4 height 30 eow wall axis 649 602 649 698 thickness 2 height 30 eow wall axis 53 600 373 600 thickness 4 height 30 eow wall axis 694 598 694 698 thickness 4 height 30 eow wall axis 602 600 672 600 thickness 4 height 30 eow wall axis 672 600 692 600 thickness 4 height 30 eow wall axis 102 646 147 646 thickness 1 height 30 eow wall axis 146 602 146 645 thickness 1 height 30 eow wall axis 192 602 192 698 thickness 2 height 30 eow wall axis 53 728 236 728 thickness 4 height 30 eow wall axis 57 700 305 700 thickness 4 height 30 eow wall axis 238 645 238 698 thickness 1 height 30 eow wall axis 146 730 146 826 thickness 1 height 30 eow wall axis 239 646 284 646 thickness 1 height 30 eow wall axis 192 730 192 826 thickness 2 height 30 eow wall axis 238 726 238 736 thickness 4 height 30 eow wall axis 283 602 283 645 thickness 1 height 30 eow wall axis 240 734 281 734 thickness 3 height 30 eow wall axis 238 736 238 826 thickness 1 height 30 eow wall axis 283 726 283 736 thickness 4 height 30 eow wall axis 239 783 284 783 thickness 1 height 30 eow wall axis 283 736 283 782 thickness 1 height 30 eow wall axis 329 602 329 698 thickness 1 height 30 eow wall axis 305 700 377 700 thickness 3 height 30 eow wall axis 375 598 375 698 thickness 4 height 30 eow wall axis 329 730 329 826 thickness 1 height 30 eow wall axis 285 728 464 728 thickness 3 height 30 eow wall axis 375 730 375 826 thickness 2 height 30 eow wall axis 421 730 421 826 thickness 2 height 30 eow wall axis 466 726 466 736 thickness 3 height 30 eow wall axis 377 700 602 700 thickness 2 height 10 eow wall axis 466 736 466 826 thickness 2 height 30 eow wall axis 468 734 510 734 thickness 3 height 30 eow wall axis 467 783 513 783 thickness 1 height 30 eow wall axis 512 726 512 736 thickness 3 height 30 eow wall axis 512 736 512 782 thickness 2 height 30 eow wall axis 558 730 558 826 thickness 2 height 30 eow wall axis 604 602 604 702 thickness 4 height 30 eow wall axis 514 728 692 728 thickness 4 height 30 eow wall axis 604 730 604 826 thickness 2 height 30 eow eost storey 5 elevation 148 roof profile 53 830 53 598 377 598 377 698 602 698 602 598 697 598 697 830 53 830 thickness 2 eor eost", "dsl_cores": "Error: Start token or End token of modality not found", "dsl_grids": "Error: Start token or End token of modality not found", "dsl_mass": "Error: Start token or End token of modality not found", "full_dsl_generation": "<spec> <arch> <mass> </spec> <arch> storey 1 elevation 28 slab profile 53 598 53 830 697 830 697 598 602 598 602 698 377 698 377 598 53 598 thickness 3 eosl wall axis 55 805 55 830 thickness 4 height 30 eow wall axis 55 730 55 805 thickness 4 height 30 eow wall axis 55 702 55 726 thickness 2 height 10 eow wall axis 55 602 55 702 thickness 4 height 30 eow wall axis 101 730 101 826 thickness 1 height 30 eow wall axis 101 645 101 698 thickness 1 height 30 eow wall axis 57 828 697 828 thickness 4 height 30 eow wall axis 694 726 694 826 thickness 4 height 30 eow wall axis 694 702 694 726 thickness 2 height 10 eow wall axis 606 700 697 700 thickness 4 height 30 eow wall axis 649 602 649 698 thickness 2 height 30 eow wall axis 53 600 373 600 thickness 4 height 30 eow wall axis 694 598 694 698 thickness 4 height 30 eow wall axis 602 600 672 600 thickness 4 height 30 eow wall axis 672 600 692 600 thickness 4 height 30 eow wall axis 102 646 147 646 thickness 1 height 30 eow wall axis 146 602 146 645 thickness 1 height 30 eow wall axis 192 602 192 698 thickness 2 height 30 eow wall axis 53 728 236 728 thickness 4 height 30 eow wall axis 57 700 305 700 thickness 4 height 30 eow wall axis 238 645 238 698 thickness 1 height 30 eow wall axis 146 730 146 826 thickness 1 height 30 eow wall axis 239 646 284 646 thickness 1 height 30 eow wall axis 192 730 192 826 thickness 2 height 30 eow wall axis 238 726 238 736 thickness 4 height 30 eow wall axis 283 602 283 645 thickness 1 height 30 eow wall axis 240 734 281 734 thickness 3 height 30 eow wall axis 238 736 238 826 thickness 1 height 30 eow wall axis 283 726 283 736 thickness 4 height 30 eow wall axis 239 783 284 783 thickness 1 height 30 eow wall axis 283 736 283 782 thickness 1 height 30 eow wall axis 329 602 329 698 thickness 1 height 30 eow wall axis 305 700 377 700 thickness 3 height 30 eow wall axis 375 598 375 698 thickness 4 height 30 eow wall axis 329 730 329 826 thickness 1 height 30 eow wall axis 285 728 464 728 thickness 3 height 30 eow wall axis 375 730 375 826 thickness 2 height 30 eow wall axis 421 730 421 826 thickness 2 height 30 eow wall axis 466 726 466 736 thickness 3 height 30 eow wall axis 377 700 602 700 thickness 2 height 10 eow wall axis 466 736 466 826 thickness 2 height 30 eow wall axis 468 734 510 734 thickness 3 height 30 eow wall axis 467 783 513 783 thickness 1 height 30 eow wall axis 512 726 512 736 thickness 3 height 30 eow wall axis 512 736 512 782 thickness 2 height 30 eow wall axis 558 730 558 826 thickness 2 height 30 eow wall axis 604 602 604 702 thickness 4 height 30 eow wall axis 514 728 692 728 thickness 4 height 30 eow wall axis 604 730 604 826 thickness 2 height 30 eow eost storey 2 elevation 58 slab profile 55 600 55 828 694 828 694 600 604 600 604 700 375 700 375 600 55 600 thickness 3 hole 228 135 184 135 184 182 228 182 228 135 hole 412 182 412 135 456 135 456 182 412 182 eosl wall axis 55 805 55 830 thickness 4 height 30 eow wall axis 55 730 55 805 thickness 4 height 30 eow wall axis 55 702 55 726 thickness 2 height 10 eow wall axis 55 602 55 702 thickness 4 height 30 eow wall axis 101 730 101 826 thickness 1 height 30 eow wall axis 101 645 101 698 thickness 1 height 30 eow wall axis 57 828 697 828 thickness 4 height 30 eow wall axis 694 726 694 826 thickness 4 height 30 eow wall axis 694 702 694 726 thickness 2 height 10 eow wall axis 606 700 697 700 thickness 4 height 30 eow wall axis 649 602 649 698 thickness 2 height 30 eow wall axis 53 600 373 600 thickness 4 height 30 eow wall axis 694 598 694 698 thickness 4 height 30 eow wall axis 602 600 672 600 thickness 4 height 30 eow wall axis 672 600 692 600 thickness 4 height 30 eow wall axis 102 646 147 646 thickness 1 height 30 eow wall axis 146 602 146 645 thickness 1 height 30 eow wall axis 192 602 192 698 thickness 2 height 30 eow wall axis 53 728 236 728 thickness 4 height 30 eow wall axis 57 700 305 700 thickness 4 height 30 eow wall axis 238 645 238 698 thickness 1 height 30 eow wall axis 146 730 146 826 thickness 1 height 30 eow wall axis 239 646 284 646 thickness 1 height 30 eow wall axis 192 730 192 826 thickness 2 height 30 eow wall axis 238 726 238 736 thickness 4 height 30 eow wall axis 283 602 283 645 thickness 1 height 30 eow wall axis 240 734 281 734 thickness 3 height 30 eow wall axis 238 736 238 826 thickness 1 height 30 eow wall axis 283 726 283 736 thickness 4 height 30 eow wall axis 239 783 284 783 thickness 1 height 30 eow wall axis 283 736 283 782 thickness 1 height 30 eow wall axis 329 602 329 698 thickness 1 height 30 eow wall axis 305 700 377 700 thickness 3 height 30 eow wall axis 375 598 375 698 thickness 4 height 30 eow wall axis 329 730 329 826 thickness 1 height 30 eow wall axis 285 728 464 728 thickness 3 height 30 eow wall axis 375 730 375 826 thickness 2 height 30 eow wall axis 421 730 421 826 thickness 2 height 30 eow wall axis 466 726 466 736 thickness 3 height 30 eow wall axis 377 700 602 700 thickness 2 height 10 eow wall axis 466 736 466 826 thickness 2 height 30 eow wall axis 468 734 510 734 thickness 3 height 30 eow wall axis 467 783 513 783 thickness 1 height 30 eow wall axis 512 726 512 736 thickness 3 height 30 eow wall axis 512 736 512 782 thickness 2 height 30 eow wall axis 558 730 558 826 thickness 2 height 30 eow wall axis 604 602 604 702 thickness 4 height 30 eow wall axis 514 728 692 728 thickness 4 height 30 eow wall axis 604 730 604 826 thickness 2 height 30 eow eost storey 3 elevation 88 slab profile 55 600 55 828 694 828 694 600 604 600 604 700 375 700 375 600 55 600 thickness 3 hole 228 135 184 135 184 182 228 182 228 135 hole 412 182 412 135 456 135 456 182 412 182 eosl wall axis 55 805 55 830 thickness 4 height 30 eow wall axis 55 730 55 805 thickness 4 height 30 eow wall axis 55 702 55 726 thickness 2 height 10 eow wall axis 55 602 55 702 thickness 4 height 30 eow wall axis 101 730 101 826 thickness 1 height 30 eow wall axis 101 645 101 698 thickness 1 height 30 eow wall axis 57 828 697 828 thickness 4 height 30 eow wall axis 694 726 694 826 thickness 4 height 30 eow wall axis 694 702 694 726 thickness 2 height 10 eow wall axis 606 700 697 700 thickness 4 height 30 eow wall axis 649 602 649 698 thickness 2 height 30 eow wall axis 53 600 373 600 thickness 4 height 30 eow wall axis 694 598 694 698 thickness 4 height 30 eow wall axis 602 600 672 600 thickness 4 height 30 eow wall axis 672 600 692 600 thickness 4 height 30 eow wall axis 102 646 147 646 thickness 1 height 30 eow wall axis 146 602 146 645 thickness 1 height 30 eow wall axis 192 602 192 698 thickness 2 height 30 eow wall axis 53 728 236 728 thickness 4 height 30 eow wall axis 57 700 305 700 thickness 4 height 30 eow wall axis 238 645 238 698 thickness 1 height 30 eow wall axis 146 730 146 826 thickness 1 height 30 eow wall axis 239 646 284 646 thickness 1 height 30 eow wall axis 192 730 192 826 thickness 2 height 30 eow wall axis 238 726 238 736 thickness 4 height 30 eow wall axis 283 602 283 645 thickness 1 height 30 eow wall axis 240 734 281 734 thickness 3 height 30 eow wall axis 238 736 238 826 thickness 1 height 30 eow wall axis 283 726 283 736 thickness 4 height 30 eow wall axis 239 783 284 783 thickness 1 height 30 eow wall axis 283 736 283 782 thickness 1 height 30 eow wall axis 329 602 329 698 thickness 1 height 30 eow wall axis 305 700 377 700 thickness 3 height 30 eow wall axis 375 598 375 698 thickness 4 height 30 eow wall axis 329 730 329 826 thickness 1 height 30 eow wall axis 285 728 464 728 thickness 3 height 30 eow wall axis 375 730 375 826 thickness 2 height 30 eow wall axis 421 730 421 826 thickness 2 height 30 eow wall axis 466 726 466 736 thickness 3 height 30 eow wall axis 377 700 602 700 thickness 2 height 10 eow wall axis 466 736 466 826 thickness 2 height 30 eow wall axis 468 734 510 734 thickness 3 height 30 eow wall axis 467 783 513 783 thickness 1 height 30 eow wall axis 512 726 512 736 thickness 3 height 30 eow wall axis 512 736 512 782 thickness 2 height 30 eow wall axis 558 730 558 826 thickness 2 height 30 eow wall axis 604 602 604 702 thickness 4 height 30 eow wall axis 514 728 692 728 thickness 4 height 30 eow wall axis 604 730 604 826 thickness 2 height 30 eow eost storey 4 elevation 118 slab profile 55 600 55 828 694 828 694 600 604 600 604 700 375 700 375 600 55 600 thickness 3 hole 228 135 184 135 184 182 228 182 228 135 hole 412 182 412 135 456 135 456 182 412 182 eosl wall axis 55 805 55 830 thickness 4 height 30 eow wall axis 55 730 55 805 thickness 4 height 30 eow wall axis 55 702 55 726 thickness 2 height 10 eow wall axis 55 602 55 702 thickness 4 height 30 eow wall axis 101 730 101 826 thickness 1 height 30 eow wall axis 101 645 101 698 thickness 1 height 30 eow wall axis 57 828 697 828 thickness 4 height 30 eow wall axis 694 726 694 826 thickness 4 height 30 eow wall axis 694 702 694 726 thickness 2 height 10 eow wall axis 606 700 697 700 thickness 4 height 30 eow wall axis 649 602 649 698 thickness 2 height 30 eow wall axis 53 600 373 600 thickness 4 height 30 eow wall axis 694 598 694 698 thickness 4 height 30 eow wall axis 602 600 672 600 thickness 4 height 30 eow wall axis 672 600 692 600 thickness 4 height 30 eow wall axis 102 646 147 646 thickness 1 height 30 eow wall axis 146 602 146 645 thickness 1 height 30 eow wall axis 192 602 192 698 thickness 2 height 30 eow wall axis 53 728 236 728 thickness 4 height 30 eow wall axis 57 700 305 700 thickness 4 height 30 eow wall axis 238 645 238 698 thickness 1 height 30 eow wall axis 146 730 146 826 thickness 1 height 30 eow wall axis 239 646 284 646 thickness 1 height 30 eow wall axis 192 730 192 826 thickness 2 height 30 eow wall axis 238 726 238 736 thickness 4 height 30 eow wall axis 283 602 283 645 thickness 1 height 30 eow wall axis 240 734 281 734 thickness 3 height 30 eow wall axis 238 736 238 826 thickness 1 height 30 eow wall axis 283 726 283 736 thickness 4 height 30 eow wall axis 239 783 284 783 thickness 1 height 30 eow wall axis 283 736 283 782 thickness 1 height 30 eow wall axis 329 602 329 698 thickness 1 height 30 eow wall axis 305 700 377 700 thickness 3 height 30 eow wall axis 375 598 375 698 thickness 4 height 30 eow wall axis 329 730 329 826 thickness 1 height 30 eow wall axis 285 728 464 728 thickness 3 height 30 eow wall axis 375 730 375 826 thickness 2 height 30 eow wall axis 421 730 421 826 thickness 2 height 30 eow wall axis 466 726 466 736 thickness 3 height 30 eow wall axis 377 700 602 700 thickness 2 height 10 eow wall axis 466 736 466 826 thickness 2 height 30 eow wall axis 468 734 510 734 thickness 3 height 30 eow wall axis 467 783 513 783 thickness 1 height 30 eow wall axis 512 726 512 736 thickness 3 height 30 eow wall axis 512 736 512 782 thickness 2 height 30 eow wall axis 558 730 558 826 thickness 2 height 30 eow wall axis 604 602 604 702 thickness 4 height 30 eow wall axis 514 728 692 728 thickness 4 height 30 eow wall axis 604 730 604 826 thickness 2 height 30 eow eost storey 5 elevation 148 roof profile 53 830 53 598 377 598 377 698 602 698 602 598 697 598 697 830 53 830 thickness 2 eor eost </arch> ERROR", "model_name": "deepseek/deepseek-r1", "raw_pred": "ERROR" }

[ "cores", "grids", "architecture" ]

{ "input_path": "/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifamily_130K/ir/train_tilegpt_multifamily_130K_ir.jsonl", "entity_types": [ "IfcWall", "IfcSlab", "IfcGrid", "IfcGridAxis" ], "rounding_digits": 4, "normalize_units": true, "verbose": false, "sorter_strategy": "outside_inside", "sorter_element_location": null, "sorter_distance_method": null, "sorter_use_relative_xy": null, "_num_elements": 11856335, "original_global_min": 0, "original_global_max": 96, "global_min": 0, "global_max": 100, "fixed_dsl_global_min": 0, "fixed_dsl_global_max": 100, "elevations": [ 0, 3, 6, 9, 12, 15 ], "original_elevations": [ 0, 3, 6 ], "heights": [ 0, 0.225, 0.3048, 1, 3 ], "run_args": { "input_path": "/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifamily_130K/ir/train_tilegpt_multifamily_130K_ir.jsonl", "entity_types": [ "IfcWall", "IfcSlab", "IfcGrid", "IfcGridAxis" ], "rounding_digits": 4, "normalize_units": true, "verbose": false, "sorter_strategy": "outside_inside", "sorter_element_location": null, "sorter_distance_method": null, "sorter_use_relative_xy": null, "_num_elements": 11856335, "original_global_min": 0, "original_global_max": 96, "global_min": 0, "global_max": 100, "fixed_dsl_global_min": 0, "fixed_dsl_global_max": 100 }, "sorter_metadata": { "strategy": "outside_inside", "element_location": "centroid", "distance_method": "chebyshev", "use_relative_xy": false, "inverse": true, "measure": null, "reference_name": null } }

[ "shaft", "slab", "wall", "roof", "grid" ]

{ "cleaned_pred": "", "dsl_architecture": "Error: Start token or End token of modality not found", "dsl_cores": "Error: Start token or End token of modality not found", "dsl_grids": "Error: Start token or End token of modality not found", "dsl_mass": "polygon 230 139 783 139 783 463 650 463 650 271 362 271 362 413 462 413 462 554 230 554 230 139 height 30 elevation 8 polygon 230 139 783 139 783 463 650 463 650 271 362 271 362 413 462 413 462 554 230 554 230 139 height 30 elevation 38 polygon 230 139 783 139 783 463 650 463 650 271 362 271 362 413 462 413 462 554 230 554 230 139 height 30 elevation 68 polygon 230 139 783 139 783 463 650 463 650 271 362 271 362 413 462 413 462 554 230 554 230 139 height 30 elevation 98 polygon 230 139 783 139 783 463 650 463 650 271 362 271 362 413 462 413 462 554 230 554 230 139 height 30 elevation 128", "full_dsl_generation": "<spec> <mass> <arch> </spec> <mass> polygon 230 139 783 139 783 463 650 463 650 271 362 271 362 413 462 413 462 554 230 554 230 139 height 30 elevation 8 polygon 230 139 783 139 783 463 650 463 650 271 362 271 362 413 462 413 462 554 230 554 230 139 height 30 elevation 38 polygon 230 139 783 139 783 463 650 463 650 271 362 271 362 413 462 413 462 554 230 554 230 139 height 30 elevation 68 polygon 230 139 783 139 783 463 650 463 650 271 362 271 362 413 462 413 462 554 230 554 230 139 height 30 elevation 98 polygon 230 139 783 139 783 463 650 463 650 271 362 271 362 413 462 413 462 554 230 554 230 139 height 30 elevation 128 </mass> ", "model_name": "deepseek/deepseek-r1", "raw_pred": "" }

{ "cleaned_pred": "ERROR", "dsl_architecture": "storey 1 elevation 8 slab profile 362 413 362 271 650 271 650 463 783 463 783 139 230 139 230 554 462 554 462 413 362 413 thickness 3 eosl wall axis 232 143 232 554 thickness 4 height 30 eow wall axis 234 552 334 552 thickness 4 height 30 eow wall axis 234 507 324 507 thickness 2 height 30 eow wall axis 234 369 279 369 thickness 1 height 30 eow wall axis 278 460 278 505 thickness 1 height 30 eow wall axis 234 415 330 415 thickness 1 height 30 eow wall axis 278 323 278 368 thickness 1 height 30 eow wall axis 332 509 332 550 thickness 3 height 30 eow wall axis 334 552 358 552 thickness 2 height 10 eow wall axis 234 278 330 278 thickness 2 height 30 eow wall axis 362 552 462 552 thickness 4 height 30 eow wall axis 234 232 312 232 thickness 1 height 30 eow wall axis 682 461 783 461 thickness 4 height 30 eow wall axis 735 370 735 414 thickness 2 height 30 eow wall axis 688 369 779 369 thickness 1 height 30 eow wall axis 682 324 779 324 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324 507 thickness 2 height 30 eow wall axis 234 369 279 369 thickness 1 height 30 eow wall axis 278 460 278 505 thickness 1 height 30 eow wall axis 234 415 330 415 thickness 1 height 30 eow wall axis 278 323 278 368 thickness 1 height 30 eow wall axis 332 509 332 550 thickness 3 height 30 eow wall axis 334 552 358 552 thickness 2 height 10 eow wall axis 234 278 330 278 thickness 2 height 30 eow wall axis 362 552 462 552 thickness 4 height 30 eow wall axis 234 232 312 232 thickness 1 height 30 eow wall axis 682 461 783 461 thickness 4 height 30 eow wall axis 735 370 735 414 thickness 2 height 30 eow wall axis 688 369 779 369 thickness 1 height 30 eow wall axis 682 324 779 324 thickness 1 height 30 eow wall axis 781 139 781 459 thickness 4 height 30 eow wall axis 735 242 735 277 thickness 2 height 30 eow wall axis 691 241 779 241 thickness 2 height 30 eow wall axis 415 143 415 186 thickness 1 height 30 eow wall axis 643 143 643 186 thickness 2 height 30 eow wall axis 230 141 779 141 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278 505 thickness 1 height 30 eow wall axis 234 415 330 415 thickness 1 height 30 eow wall axis 278 323 278 368 thickness 1 height 30 eow wall axis 332 509 332 550 thickness 3 height 30 eow wall axis 334 552 358 552 thickness 2 height 10 eow wall axis 234 278 330 278 thickness 2 height 30 eow wall axis 362 552 462 552 thickness 4 height 30 eow wall axis 234 232 312 232 thickness 1 height 30 eow wall axis 682 461 783 461 thickness 4 height 30 eow wall axis 735 370 735 414 thickness 2 height 30 eow wall axis 688 369 779 369 thickness 1 height 30 eow wall axis 682 324 779 324 thickness 1 height 30 eow wall axis 781 139 781 459 thickness 4 height 30 eow wall axis 735 242 735 277 thickness 2 height 30 eow wall axis 691 241 779 241 thickness 2 height 30 eow wall axis 415 143 415 186 thickness 1 height 30 eow wall axis 643 143 643 186 thickness 2 height 30 eow wall axis 230 141 779 141 thickness 4 height 30 eow wall axis 332 143 332 229 thickness 2 height 30 eow wall axis 333 187 368 187 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height 30 eow wall axis 362 461 458 461 thickness 2 height 30 eow wall axis 360 417 360 554 thickness 4 height 30 eow wall axis 598 186 598 239 thickness 2 height 30 eow wall axis 324 507 334 507 thickness 3 height 30 eow wall axis 599 187 644 187 thickness 1 height 30 eow wall axis 460 438 460 550 thickness 4 height 30 eow wall axis 667 221 667 239 thickness 3 height 30 eow wall axis 670 223 690 223 thickness 3 height 30 eow wall axis 689 143 689 221 thickness 2 height 30 eow wall axis 689 225 689 239 thickness 3 height 30 eow wall axis 684 241 691 241 thickness 3 height 30 eow wall axis 686 243 686 276 thickness 3 height 30 eow wall axis 678 278 688 278 thickness 3 height 30 eow wall axis 680 280 680 301 thickness 3 height 30 eow wall axis 651 270 651 462 thickness 2 height 10 eow wall axis 680 301 680 367 thickness 4 height 30 eow wall axis 688 278 736 278 thickness 2 height 30 eow wall axis 678 369 688 369 thickness 4 height 30 eow wall axis 686 371 686 413 thickness 3 height 30 eow wall axis 678 415 688 415 thickness 4 height 30 eow wall axis 680 417 680 463 thickness 3 height 30 eow wall axis 653 461 678 461 thickness 2 height 10 eow wall axis 688 415 736 415 thickness 1 height 30 eow eost storey 4 elevation 98 slab profile 360 415 360 269 651 269 651 461 781 461 781 141 232 141 232 552 460 552 460 415 360 415 thickness 3 hole 136 46 101 46 101 93 136 93 136 46 hole 136 46 101 46 101 93 136 93 136 46 hole 46 365 46 321 93 321 93 365 46 365 hole 455 136 455 101 502 101 502 136 455 136 hole 502 228 455 228 455 273 502 273 502 228 eosl wall axis 232 143 232 554 thickness 4 height 30 eow wall axis 234 552 334 552 thickness 4 height 30 eow wall axis 234 507 324 507 thickness 2 height 30 eow wall axis 234 369 279 369 thickness 1 height 30 eow wall axis 278 460 278 505 thickness 1 height 30 eow wall axis 234 415 330 415 thickness 1 height 30 eow wall axis 278 323 278 368 thickness 1 height 30 eow wall axis 332 509 332 550 thickness 3 height 30 eow wall axis 334 552 358 552 thickness 2 height 10 eow wall axis 234 278 330 278 thickness 2 height 30 eow wall axis 362 552 462 552 thickness 4 height 30 eow wall axis 234 232 312 232 thickness 1 height 30 eow wall axis 682 461 783 461 thickness 4 height 30 eow wall axis 735 370 735 414 thickness 2 height 30 eow wall axis 688 369 779 369 thickness 1 height 30 eow wall axis 682 324 779 324 thickness 1 height 30 eow wall axis 781 139 781 459 thickness 4 height 30 eow wall axis 735 242 735 277 thickness 2 height 30 eow wall axis 691 241 779 241 thickness 2 height 30 eow wall axis 415 143 415 186 thickness 1 height 30 eow wall axis 643 143 643 186 thickness 2 height 30 eow wall axis 230 141 779 141 thickness 4 height 30 eow wall axis 332 143 332 229 thickness 2 height 30 eow wall axis 333 187 368 187 thickness 1 height 30 eow wall axis 316 232 330 232 thickness 3 height 30 eow wall axis 314 231 314 252 thickness 3 height 30 eow wall axis 332 229 332 237 thickness 3 height 30 eow wall axis 312 254 330 254 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height 30 eow wall axis 598 186 598 239 thickness 2 height 30 eow wall axis 324 507 334 507 thickness 3 height 30 eow wall axis 599 187 644 187 thickness 1 height 30 eow wall axis 460 438 460 550 thickness 4 height 30 eow wall axis 667 221 667 239 thickness 3 height 30 eow wall axis 670 223 690 223 thickness 3 height 30 eow wall axis 689 143 689 221 thickness 2 height 30 eow wall axis 689 225 689 239 thickness 3 height 30 eow wall axis 684 241 691 241 thickness 3 height 30 eow wall axis 686 243 686 276 thickness 3 height 30 eow wall axis 678 278 688 278 thickness 3 height 30 eow wall axis 680 280 680 301 thickness 3 height 30 eow wall axis 651 270 651 462 thickness 2 height 10 eow wall axis 680 301 680 367 thickness 4 height 30 eow wall axis 688 278 736 278 thickness 2 height 30 eow wall axis 678 369 688 369 thickness 4 height 30 eow wall axis 686 371 686 413 thickness 3 height 30 eow wall axis 678 415 688 415 thickness 4 height 30 eow wall axis 680 417 680 463 thickness 3 height 30 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552 462 552 thickness 4 height 30 eow wall axis 234 232 312 232 thickness 1 height 30 eow wall axis 682 461 783 461 thickness 4 height 30 eow wall axis 735 370 735 414 thickness 2 height 30 eow wall axis 688 369 779 369 thickness 1 height 30 eow wall axis 682 324 779 324 thickness 1 height 30 eow wall axis 781 139 781 459 thickness 4 height 30 eow wall axis 735 242 735 277 thickness 2 height 30 eow wall axis 691 241 779 241 thickness 2 height 30 eow wall axis 415 143 415 186 thickness 1 height 30 eow wall axis 643 143 643 186 thickness 2 height 30 eow wall axis 230 141 779 141 thickness 4 height 30 eow wall axis 332 143 332 229 thickness 2 height 30 eow wall axis 333 187 368 187 thickness 1 height 30 eow wall axis 316 232 330 232 thickness 3 height 30 eow wall axis 314 231 314 252 thickness 3 height 30 eow wall axis 332 229 332 237 thickness 3 height 30 eow wall axis 312 254 330 254 thickness 3 height 30 eow wall axis 334 235 367 235 thickness 3 height 30 eow wall axis 369 186 369 233 thickness 2 height 30 eow wall axis 369 233 369 243 thickness 3 height 30 eow wall axis 279 324 330 324 thickness 1 height 30 eow wall axis 414 187 459 187 thickness 1 height 30 eow wall axis 332 252 332 459 thickness 4 height 30 eow wall axis 360 268 360 413 thickness 2 height 10 eow wall axis 460 186 460 239 thickness 1 height 30 eow wall axis 506 143 506 239 thickness 1 height 30 eow wall axis 361 269 653 269 thickness 2 height 10 eow wall axis 371 241 670 241 thickness 4 height 30 eow wall axis 552 143 552 239 thickness 2 height 30 eow wall axis 358 415 458 415 thickness 4 height 30 eow wall axis 279 461 324 461 thickness 2 height 30 eow wall axis 324 461 334 461 thickness 4 height 30 eow wall axis 326 463 326 505 thickness 3 height 30 eow wall axis 460 413 460 438 thickness 4 height 30 eow wall axis 362 461 458 461 thickness 2 height 30 eow wall axis 360 417 360 554 thickness 4 height 30 eow wall axis 598 186 598 239 thickness 2 height 30 eow wall axis 324 507 334 507 thickness 3 height 30 eow wall axis 599 187 644 187 thickness 1 height 30 eow wall axis 460 438 460 550 thickness 4 height 30 eow wall axis 667 221 667 239 thickness 3 height 30 eow wall axis 670 223 690 223 thickness 3 height 30 eow wall axis 689 143 689 221 thickness 2 height 30 eow wall axis 689 225 689 239 thickness 3 height 30 eow wall axis 684 241 691 241 thickness 3 height 30 eow wall axis 686 243 686 276 thickness 3 height 30 eow wall axis 678 278 688 278 thickness 3 height 30 eow wall axis 680 280 680 301 thickness 3 height 30 eow wall axis 651 270 651 462 thickness 2 height 10 eow wall axis 680 301 680 367 thickness 4 height 30 eow wall axis 688 278 736 278 thickness 2 height 30 eow wall axis 678 369 688 369 thickness 4 height 30 eow wall axis 686 371 686 413 thickness 3 height 30 eow wall axis 678 415 688 415 thickness 4 height 30 eow wall axis 680 417 680 463 thickness 3 height 30 eow wall axis 653 461 678 461 thickness 2 height 10 eow wall axis 688 415 736 415 thickness 1 height 30 eow eost storey 6 elevation 158 roof profile 362 271 362 413 462 413 462 554 230 554 230 139 783 139 783 463 650 463 650 271 362 271 thickness 2 eor eost </arch> ERROR", "model_name": "deepseek/deepseek-r1", "raw_pred": "ERROR" }

[ "cores", "grids", "architecture" ]

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[ "shaft", "slab", "wall", "roof", "grid" ]

{ "cleaned_pred": "", "dsl_architecture": "Error: Start token or End token of modality not found", "dsl_cores": "Error: Start token or End token of modality not found", "dsl_grids": "Error: Start token or End token of modality not found", "dsl_mass": "polygon 21 21 391 21 391 574 21 574 21 441 259 441 259 153 21 153 21 21 height 30 elevation 0 polygon 21 21 391 21 391 574 21 574 21 441 259 441 259 153 21 153 21 21 height 30 elevation 30", "full_dsl_generation": "<spec> <mass> <arch> </spec> <mass> polygon 21 21 391 21 391 574 21 574 21 441 259 441 259 153 21 153 21 21 height 30 elevation 0 polygon 21 21 391 21 391 574 21 574 21 441 259 441 259 153 21 153 21 21 height 30 elevation 30 </mass> ", "model_name": "deepseek/deepseek-r1", "raw_pred": "" }

{ "cleaned_pred": "ERROR", "dsl_architecture": "storey 1 elevation 0 slab profile 21 21 21 153 259 153 259 441 21 441 21 574 391 574 391 21 21 21 thickness 3 eosl wall axis 23 473 23 574 thickness 4 height 30 eow wall axis 23 442 23 469 thickness 2 height 10 eow wall axis 23 125 23 150 thickness 2 height 10 eow wall axis 23 25 23 125 thickness 4 height 30 eow wall axis 25 572 366 572 thickness 4 height 30 eow wall axis 297 491 297 570 thickness 1 height 30 eow wall axis 366 572 391 572 thickness 3 height 30 eow wall axis 344 389 387 389 thickness 2 height 30 eow wall axis 389 21 389 570 thickness 4 height 30 eow wall axis 114 25 114 121 thickness 1 height 30 eow wall axis 161 69 207 69 thickness 1 height 30 eow wall axis 252 69 287 69 thickness 1 height 30 eow wall axis 288 25 288 111 thickness 1 height 30 eow wall axis 206 25 206 68 thickness 1 height 30 eow wall axis 21 23 387 23 thickness 4 height 30 eow wall axis 25 123 249 123 thickness 4 height 30 eow wall axis 160 68 160 121 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height 30 eow wall axis 288 138 288 432 thickness 4 height 30 eow wall axis 290 297 387 297 thickness 1 height 30 eow wall axis 290 343 344 343 thickness 2 height 30 eow wall axis 24 442 262 442 thickness 2 height 10 eow wall axis 21 471 273 471 thickness 4 height 30 eow wall axis 343 344 343 390 thickness 2 height 30 eow wall axis 286 434 296 434 thickness 3 height 30 eow wall axis 296 434 344 434 thickness 2 height 30 eow wall axis 294 436 294 469 thickness 4 height 30 eow wall axis 276 469 276 487 thickness 3 height 30 eow wall axis 292 471 299 471 thickness 3 height 30 eow wall axis 273 489 295 489 thickness 3 height 30 eow wall axis 297 473 297 491 thickness 4 height 30 eow wall axis 343 435 343 470 thickness 2 height 30 eow wall axis 299 471 387 471 thickness 2 height 30 eow eost storey 3 elevation 60 roof profile 259 153 21 153 21 21 391 21 391 574 21 574 21 441 259 441 259 153 thickness 2 eor eost", "dsl_cores": "Error: Start token or End token of modality not found", "dsl_grids": "Error: Start token or End token of modality not found", "dsl_mass": "Error: Start token or End token of modality not found", "full_dsl_generation": "<spec> <arch> <mass> </spec> <arch> storey 1 elevation 0 slab profile 21 21 21 153 259 153 259 441 21 441 21 574 391 574 391 21 21 21 thickness 3 eosl wall axis 23 473 23 574 thickness 4 height 30 eow wall axis 23 442 23 469 thickness 2 height 10 eow wall axis 23 125 23 150 thickness 2 height 10 eow wall axis 23 25 23 125 thickness 4 height 30 eow wall axis 25 572 366 572 thickness 4 height 30 eow wall axis 297 491 297 570 thickness 1 height 30 eow wall axis 366 572 391 572 thickness 3 height 30 eow wall axis 344 389 387 389 thickness 2 height 30 eow wall axis 389 21 389 570 thickness 4 height 30 eow wall axis 114 25 114 121 thickness 1 height 30 eow wall axis 161 69 207 69 thickness 1 height 30 eow wall axis 252 69 287 69 thickness 1 height 30 eow wall axis 288 25 288 111 thickness 1 height 30 eow wall axis 206 25 206 68 thickness 1 height 30 eow wall axis 21 23 387 23 thickness 4 height 30 eow wall axis 25 123 249 123 thickness 4 height 30 eow wall axis 160 68 160 121 thickness 2 height 30 eow wall axis 22 151 260 151 thickness 2 height 10 eow wall axis 251 68 251 115 thickness 1 height 30 eow wall axis 251 115 251 125 thickness 4 height 30 eow wall axis 253 117 286 117 thickness 3 height 30 eow wall axis 288 111 288 119 thickness 4 height 30 eow wall axis 290 114 308 114 thickness 3 height 30 eow wall axis 286 136 304 136 thickness 3 height 30 eow wall axis 306 115 306 138 thickness 4 height 30 eow wall axis 308 114 387 114 thickness 1 height 30 eow wall axis 261 150 261 442 thickness 1 height 10 eow wall axis 290 206 387 206 thickness 1 height 30 eow wall axis 288 138 288 432 thickness 4 height 30 eow wall axis 290 297 387 297 thickness 1 height 30 eow wall axis 290 343 344 343 thickness 2 height 30 eow wall axis 24 442 262 442 thickness 2 height 10 eow wall axis 21 471 273 471 thickness 3 height 30 eow wall axis 343 344 343 390 thickness 2 height 30 eow wall axis 286 434 296 434 thickness 3 height 30 eow wall axis 296 434 344 434 thickness 2 height 30 eow wall axis 294 436 294 469 thickness 4 height 30 eow wall axis 276 469 276 487 thickness 3 height 30 eow wall axis 292 471 299 471 thickness 3 height 30 eow wall axis 273 489 295 489 thickness 3 height 30 eow wall axis 297 473 297 491 thickness 4 height 30 eow wall axis 343 435 343 470 thickness 2 height 30 eow wall axis 299 471 387 471 thickness 2 height 30 eow eost storey 2 elevation 30 slab profile 23 23 23 151 261 151 261 442 23 442 23 572 389 572 389 23 23 23 thickness 3 hole 228 93 228 46 264 46 264 93 228 93 hole 272 447 272 412 319 412 319 447 272 447 eosl wall axis 23 473 23 574 thickness 4 height 30 eow wall axis 23 442 23 469 thickness 2 height 10 eow wall axis 23 125 23 150 thickness 2 height 10 eow wall axis 23 25 23 125 thickness 4 height 30 eow wall axis 25 572 366 572 thickness 4 height 30 eow wall axis 297 491 297 570 thickness 1 height 30 eow wall axis 366 572 391 572 thickness 3 height 30 eow wall axis 344 389 387 389 thickness 2 height 30 eow wall axis 389 21 389 570 thickness 4 height 30 eow wall axis 114 25 114 121 thickness 1 height 30 eow wall axis 161 69 207 69 thickness 1 height 30 eow wall axis 252 69 287 69 thickness 1 height 30 eow wall axis 288 25 288 111 thickness 1 height 30 eow wall axis 206 25 206 68 thickness 1 height 30 eow wall axis 21 23 387 23 thickness 4 height 30 eow wall axis 25 123 249 123 thickness 4 height 30 eow wall axis 160 68 160 121 thickness 2 height 30 eow wall axis 22 151 260 151 thickness 2 height 10 eow wall axis 251 68 251 115 thickness 1 height 30 eow wall axis 251 115 251 125 thickness 4 height 30 eow wall axis 253 117 286 117 thickness 3 height 30 eow wall axis 288 111 288 119 thickness 4 height 30 eow wall axis 290 114 308 114 thickness 3 height 30 eow wall axis 286 136 304 136 thickness 3 height 30 eow wall axis 306 115 306 138 thickness 4 height 30 eow wall axis 308 114 387 114 thickness 1 height 30 eow wall axis 261 150 261 442 thickness 1 height 10 eow wall axis 290 206 387 206 thickness 1 height 30 eow wall axis 288 138 288 432 thickness 4 height 30 eow wall axis 290 297 387 297 thickness 1 height 30 eow wall axis 290 343 344 343 thickness 2 height 30 eow wall axis 24 442 262 442 thickness 2 height 10 eow wall axis 21 471 273 471 thickness 4 height 30 eow wall axis 343 344 343 390 thickness 2 height 30 eow wall axis 286 434 296 434 thickness 3 height 30 eow wall axis 296 434 344 434 thickness 2 height 30 eow wall axis 294 436 294 469 thickness 4 height 30 eow wall axis 276 469 276 487 thickness 3 height 30 eow wall axis 292 471 299 471 thickness 3 height 30 eow wall axis 273 489 295 489 thickness 3 height 30 eow wall axis 297 473 297 491 thickness 4 height 30 eow wall axis 343 435 343 470 thickness 2 height 30 eow wall axis 299 471 387 471 thickness 2 height 30 eow eost storey 3 elevation 60 roof profile 259 153 21 153 21 21 391 21 391 574 21 574 21 441 259 441 259 153 thickness 2 eor eost </arch> ERROR", "model_name": "deepseek/deepseek-r1", "raw_pred": "ERROR" }

[ "cores", "grids", "architecture" ]

{ "input_path": "/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifamily_130K/ir/train_tilegpt_multifamily_130K_ir.jsonl", "entity_types": [ "IfcWall", "IfcSlab", "IfcGrid", "IfcGridAxis" ], "rounding_digits": 4, "normalize_units": true, "verbose": false, "sorter_strategy": "outside_inside", "sorter_element_location": null, "sorter_distance_method": null, "sorter_use_relative_xy": null, "_num_elements": 11856335, "original_global_min": 0, "original_global_max": 96, "global_min": 0, "global_max": 100, "fixed_dsl_global_min": 0, "fixed_dsl_global_max": 100, "elevations": [ 0, 3, 6, 9, 12 ], "original_elevations": [ 0, 3, 6 ], "heights": [ 0, 0.225, 0.3048, 1, 3 ], "run_args": { "input_path": "/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifamily_130K/ir/train_tilegpt_multifamily_130K_ir.jsonl", "entity_types": [ "IfcWall", "IfcSlab", "IfcGrid", "IfcGridAxis" ], "rounding_digits": 4, "normalize_units": true, "verbose": false, "sorter_strategy": "outside_inside", "sorter_element_location": null, "sorter_distance_method": null, "sorter_use_relative_xy": null, "_num_elements": 11856335, "original_global_min": 0, "original_global_max": 96, "global_min": 0, "global_max": 100, "fixed_dsl_global_min": 0, "fixed_dsl_global_max": 100 }, "sorter_metadata": { "strategy": "outside_inside", "element_location": "centroid", "distance_method": "chebyshev", "use_relative_xy": false, "inverse": true, "measure": null, "reference_name": null } }

[ "shaft", "slab", "wall", "roof", "grid" ]

{ "cleaned_pred": "", "dsl_architecture": "Error: Start token or End token of modality not found", "dsl_cores": "Error: Start token or End token of modality not found", "dsl_grids": "Error: Start token or End token of modality not found", "dsl_mass": "polygon 260 324 493 324 493 648 123 648 123 516 361 516 361 418 260 418 260 324 height 30 elevation 16 polygon 260 324 493 324 493 648 123 648 123 516 361 516 361 418 260 418 260 324 height 30 elevation 46 polygon 260 324 493 324 493 648 123 648 123 516 361 516 361 418 260 418 260 324 height 30 elevation 76 polygon 260 324 493 324 493 648 123 648 123 516 361 516 361 418 260 418 260 324 height 30 elevation 106", "full_dsl_generation": "<spec> <mass> <arch> </spec> <mass> polygon 260 324 493 324 493 648 123 648 123 516 361 516 361 418 260 418 260 324 height 30 elevation 16 polygon 260 324 493 324 493 648 123 648 123 516 361 516 361 418 260 418 260 324 height 30 elevation 46 polygon 260 324 493 324 493 648 123 648 123 516 361 516 361 418 260 418 260 324 height 30 elevation 76 polygon 260 324 493 324 493 648 123 648 123 516 361 516 361 418 260 418 260 324 height 30 elevation 106 </mass> ", "model_name": "deepseek/deepseek-r1", "raw_pred": "" }

{ "cleaned_pred": "ERROR", "dsl_architecture": "storey 1 elevation 16 slab profile 260 324 260 418 361 418 361 516 123 516 123 648 493 648 493 324 260 324 thickness 3 eosl wall axis 125 547 125 648 thickness 4 height 30 eow wall axis 125 519 125 543 thickness 2 height 10 eow wall axis 216 599 216 644 thickness 1 height 30 eow wall axis 127 646 493 646 thickness 4 height 30 eow wall axis 446 509 489 509 thickness 1 height 30 eow wall axis 491 324 491 644 thickness 4 height 30 eow wall axis 260 326 361 326 thickness 4 height 30 eow wall axis 365 326 388 326 thickness 2 height 10 eow wall axis 388 326 489 326 thickness 4 height 30 eow wall axis 262 328 262 418 thickness 4 height 30 eow wall axis 264 372 361 372 thickness 1 height 30 eow wall axis 264 417 330 417 thickness 4 height 30 eow wall axis 124 518 362 518 thickness 1 height 10 eow wall axis 330 417 365 417 thickness 3 height 30 eow wall axis 363 324 363 414 thickness 4 height 30 eow wall axis 123 545 351 545 thickness 4 height 30 eow wall axis 171 547 171 601 thickness 1 height 30 eow wall axis 363 418 363 519 thickness 1 height 10 eow wall axis 172 600 215 600 thickness 1 height 30 eow wall axis 390 328 390 534 thickness 4 height 30 eow wall axis 262 547 262 644 thickness 2 height 30 eow wall axis 353 543 353 553 thickness 4 height 30 eow wall axis 392 372 489 372 thickness 1 height 30 eow wall axis 392 463 446 463 thickness 2 height 30 eow wall axis 308 547 308 644 thickness 1 height 30 eow wall axis 392 417 489 417 thickness 1 height 30 eow wall axis 355 551 375 551 thickness 4 height 30 eow wall axis 353 553 353 601 thickness 1 height 30 eow wall axis 375 551 388 551 thickness 4 height 30 eow wall axis 392 533 410 533 thickness 4 height 30 eow wall axis 390 549 390 556 thickness 4 height 30 eow wall axis 392 554 406 554 thickness 4 height 30 eow wall axis 408 534 408 555 thickness 4 height 30 eow wall axis 445 464 445 510 thickness 2 height 30 eow wall axis 354 600 389 600 thickness 1 height 30 eow wall axis 390 556 390 644 thickness 1 height 30 eow wall axis 410 554 489 554 thickness 1 height 30 eow eost storey 2 elevation 46 slab profile 262 326 262 417 363 417 363 518 125 518 125 646 491 646 491 326 262 326 thickness 3 hole 228 225 264 225 264 273 228 273 228 225 eosl wall axis 125 547 125 648 thickness 4 height 30 eow wall axis 125 519 125 543 thickness 2 height 10 eow wall axis 216 599 216 644 thickness 1 height 30 eow wall axis 127 646 493 646 thickness 4 height 30 eow wall axis 446 509 489 509 thickness 1 height 30 eow wall axis 491 324 491 644 thickness 4 height 30 eow wall axis 260 326 361 326 thickness 4 height 30 eow wall axis 365 326 388 326 thickness 2 height 10 eow wall axis 388 326 489 326 thickness 4 height 30 eow wall axis 262 328 262 418 thickness 4 height 30 eow wall axis 264 372 361 372 thickness 1 height 30 eow wall axis 264 417 330 417 thickness 4 height 30 eow wall axis 124 518 362 518 thickness 1 height 10 eow wall axis 330 417 365 417 thickness 3 height 30 eow wall axis 363 324 363 414 thickness 4 height 30 eow wall axis 123 545 351 545 thickness 4 height 30 eow wall axis 171 547 171 601 thickness 1 height 30 eow wall axis 363 418 363 519 thickness 1 height 10 eow wall axis 172 600 215 600 thickness 1 height 30 eow wall axis 390 328 390 534 thickness 4 height 30 eow wall axis 262 547 262 644 thickness 2 height 30 eow wall axis 353 543 353 553 thickness 4 height 30 eow wall axis 392 372 489 372 thickness 1 height 30 eow wall axis 392 463 446 463 thickness 2 height 30 eow wall axis 308 547 308 644 thickness 1 height 30 eow wall axis 392 417 489 417 thickness 1 height 30 eow wall axis 355 551 375 551 thickness 4 height 30 eow wall axis 353 553 353 601 thickness 1 height 30 eow wall axis 375 551 388 551 thickness 4 height 30 eow wall axis 392 533 410 533 thickness 4 height 30 eow wall axis 390 549 390 556 thickness 4 height 30 eow wall axis 392 554 406 554 thickness 4 height 30 eow wall axis 408 534 408 555 thickness 4 height 30 eow wall axis 445 464 445 510 thickness 2 height 30 eow wall axis 354 600 389 600 thickness 1 height 30 eow wall axis 390 556 390 644 thickness 1 height 30 eow wall axis 410 554 489 554 thickness 1 height 30 eow eost storey 3 elevation 76 slab profile 262 326 262 417 363 417 363 518 125 518 125 646 491 646 491 326 262 326 thickness 3 hole 228 225 264 225 264 273 228 273 228 225 eosl wall axis 125 547 125 648 thickness 4 height 30 eow wall axis 125 519 125 543 thickness 2 height 10 eow wall axis 216 599 216 644 thickness 1 height 30 eow wall axis 127 646 493 646 thickness 4 height 30 eow wall axis 446 509 489 509 thickness 1 height 30 eow wall axis 491 324 491 644 thickness 4 height 30 eow wall axis 260 326 361 326 thickness 4 height 30 eow wall axis 365 326 388 326 thickness 2 height 10 eow wall axis 388 326 489 326 thickness 4 height 30 eow wall axis 262 328 262 418 thickness 4 height 30 eow wall axis 264 372 361 372 thickness 1 height 30 eow wall axis 264 417 330 417 thickness 4 height 30 eow wall axis 124 518 362 518 thickness 1 height 10 eow wall axis 330 417 365 417 thickness 3 height 30 eow wall axis 363 324 363 414 thickness 4 height 30 eow wall axis 123 545 351 545 thickness 4 height 30 eow wall axis 171 547 171 601 thickness 1 height 30 eow wall axis 363 418 363 519 thickness 1 height 10 eow wall axis 172 600 215 600 thickness 1 height 30 eow wall axis 390 328 390 534 thickness 4 height 30 eow wall axis 262 547 262 644 thickness 2 height 30 eow wall axis 353 543 353 553 thickness 4 height 30 eow wall axis 392 372 489 372 thickness 1 height 30 eow wall axis 392 463 446 463 thickness 2 height 30 eow wall axis 308 547 308 644 thickness 1 height 30 eow wall axis 392 417 489 417 thickness 1 height 30 eow wall axis 355 551 375 551 thickness 4 height 30 eow wall axis 353 553 353 601 thickness 1 height 30 eow wall axis 375 551 388 551 thickness 4 height 30 eow wall axis 392 533 410 533 thickness 4 height 30 eow wall axis 390 549 390 556 thickness 4 height 30 eow wall axis 392 554 406 554 thickness 4 height 30 eow wall axis 408 534 408 555 thickness 4 height 30 eow wall axis 445 464 445 510 thickness 2 height 30 eow wall axis 354 600 389 600 thickness 1 height 30 eow wall axis 390 556 390 644 thickness 1 height 30 eow wall axis 410 554 489 554 thickness 1 height 30 eow eost storey 4 elevation 106 slab profile 262 326 262 417 363 417 363 518 125 518 125 646 491 646 491 326 262 326 thickness 3 hole 228 225 264 225 264 273 228 273 228 225 eosl wall axis 125 547 125 648 thickness 4 height 30 eow wall axis 125 519 125 543 thickness 2 height 10 eow wall axis 216 599 216 644 thickness 1 height 30 eow wall axis 127 646 493 646 thickness 4 height 30 eow wall axis 446 509 489 509 thickness 1 height 30 eow wall axis 491 324 491 644 thickness 4 height 30 eow wall axis 260 326 361 326 thickness 4 height 30 eow wall axis 365 326 388 326 thickness 2 height 10 eow wall axis 388 326 489 326 thickness 4 height 30 eow wall axis 262 328 262 418 thickness 4 height 30 eow wall axis 264 372 361 372 thickness 1 height 30 eow wall axis 264 417 330 417 thickness 4 height 30 eow wall axis 124 518 362 518 thickness 1 height 10 eow wall axis 330 417 365 417 thickness 3 height 30 eow wall axis 363 324 363 414 thickness 4 height 30 eow wall axis 123 545 351 545 thickness 4 height 30 eow wall axis 171 547 171 601 thickness 1 height 30 eow wall axis 363 418 363 519 thickness 1 height 10 eow wall axis 172 600 215 600 thickness 1 height 30 eow wall axis 390 328 390 534 thickness 4 height 30 eow wall axis 262 547 262 644 thickness 2 height 30 eow wall axis 353 543 353 553 thickness 4 height 30 eow wall axis 392 372 489 372 thickness 1 height 30 eow wall axis 392 463 446 463 thickness 2 height 30 eow wall axis 308 547 308 644 thickness 1 height 30 eow wall axis 392 417 489 417 thickness 1 height 30 eow wall axis 355 551 375 551 thickness 4 height 30 eow wall axis 353 553 353 601 thickness 1 height 30 eow wall axis 375 551 388 551 thickness 4 height 30 eow wall axis 392 533 410 533 thickness 4 height 30 eow wall axis 390 549 390 556 thickness 4 height 30 eow wall axis 392 554 406 554 thickness 4 height 30 eow wall axis 408 534 408 555 thickness 4 height 30 eow wall axis 445 464 445 510 thickness 2 height 30 eow wall axis 354 600 389 600 thickness 1 height 30 eow wall axis 390 556 390 644 thickness 1 height 30 eow wall axis 410 554 489 554 thickness 1 height 30 eow eost storey 5 elevation 136 roof profile 260 418 361 418 361 516 123 516 123 648 493 648 493 324 260 324 260 418 thickness 2 eor eost", "dsl_cores": "Error: Start token or End token of modality not found", "dsl_grids": "Error: Start token or End token of modality not found", "dsl_mass": "Error: Start token or End token of modality not found", "full_dsl_generation": "<spec> <arch> <mass> </spec> <arch> storey 1 elevation 16 slab profile 260 324 260 418 361 418 361 516 123 516 123 648 493 648 493 324 260 324 thickness 3 eosl wall axis 125 547 125 648 thickness 4 height 30 eow wall axis 125 519 125 543 thickness 2 height 10 eow wall axis 216 599 216 644 thickness 1 height 30 eow wall axis 127 646 493 646 thickness 4 height 30 eow wall axis 446 509 489 509 thickness 1 height 30 eow wall axis 491 324 491 644 thickness 4 height 30 eow wall axis 260 326 361 326 thickness 4 height 30 eow wall axis 365 326 388 326 thickness 2 height 10 eow wall axis 388 326 489 326 thickness 4 height 30 eow wall axis 262 328 262 418 thickness 4 height 30 eow wall axis 264 372 361 372 thickness 1 height 30 eow wall axis 264 417 330 417 thickness 4 height 30 eow wall axis 124 518 362 518 thickness 1 height 10 eow wall axis 330 417 365 417 thickness 3 height 30 eow wall axis 363 324 363 414 thickness 4 height 30 eow wall axis 123 545 351 545 thickness 4 height 30 eow wall axis 171 547 171 601 thickness 1 height 30 eow wall axis 363 418 363 519 thickness 1 height 10 eow wall axis 172 600 215 600 thickness 1 height 30 eow wall axis 390 328 390 534 thickness 4 height 30 eow wall axis 262 547 262 644 thickness 2 height 30 eow wall axis 353 543 353 553 thickness 4 height 30 eow wall axis 392 372 489 372 thickness 1 height 30 eow wall axis 392 463 446 463 thickness 2 height 30 eow wall axis 308 547 308 644 thickness 1 height 30 eow wall axis 392 417 489 417 thickness 1 height 30 eow wall axis 355 551 375 551 thickness 4 height 30 eow wall axis 353 553 353 601 thickness 1 height 30 eow wall axis 375 551 388 551 thickness 4 height 30 eow wall axis 392 533 410 533 thickness 4 height 30 eow wall axis 390 549 390 556 thickness 4 height 30 eow wall axis 392 554 406 554 thickness 4 height 30 eow wall axis 408 534 408 555 thickness 4 height 30 eow wall axis 445 464 445 510 thickness 2 height 30 eow wall axis 354 600 389 600 thickness 1 height 30 eow wall axis 390 556 390 644 thickness 1 height 30 eow wall axis 410 554 489 554 thickness 1 height 30 eow eost storey 2 elevation 46 slab profile 262 326 262 417 363 417 363 518 125 518 125 646 491 646 491 326 262 326 thickness 3 hole 228 225 264 225 264 273 228 273 228 225 eosl wall axis 125 547 125 648 thickness 4 height 30 eow wall axis 125 519 125 543 thickness 2 height 10 eow wall axis 216 599 216 644 thickness 1 height 30 eow wall axis 127 646 493 646 thickness 4 height 30 eow wall axis 446 509 489 509 thickness 1 height 30 eow wall axis 491 324 491 644 thickness 4 height 30 eow wall axis 260 326 361 326 thickness 4 height 30 eow wall axis 365 326 388 326 thickness 2 height 10 eow wall axis 388 326 489 326 thickness 4 height 30 eow wall axis 262 328 262 418 thickness 4 height 30 eow wall axis 264 372 361 372 thickness 1 height 30 eow wall axis 264 417 330 417 thickness 4 height 30 eow wall axis 124 518 362 518 thickness 1 height 10 eow wall axis 330 417 365 417 thickness 3 height 30 eow wall axis 363 324 363 414 thickness 4 height 30 eow wall axis 123 545 351 545 thickness 4 height 30 eow wall axis 171 547 171 601 thickness 1 height 30 eow wall axis 363 418 363 519 thickness 1 height 10 eow wall axis 172 600 215 600 thickness 1 height 30 eow wall axis 390 328 390 534 thickness 4 height 30 eow wall axis 262 547 262 644 thickness 2 height 30 eow wall axis 353 543 353 553 thickness 4 height 30 eow wall axis 392 372 489 372 thickness 1 height 30 eow wall axis 392 463 446 463 thickness 2 height 30 eow wall axis 308 547 308 644 thickness 1 height 30 eow wall axis 392 417 489 417 thickness 1 height 30 eow wall axis 355 551 375 551 thickness 4 height 30 eow wall axis 353 553 353 601 thickness 1 height 30 eow wall axis 375 551 388 551 thickness 4 height 30 eow wall axis 392 533 410 533 thickness 4 height 30 eow wall axis 390 549 390 556 thickness 4 height 30 eow wall axis 392 554 406 554 thickness 4 height 30 eow wall axis 408 534 408 555 thickness 4 height 30 eow wall axis 445 464 445 510 thickness 2 height 30 eow wall axis 354 600 389 600 thickness 1 height 30 eow wall axis 390 556 390 644 thickness 1 height 30 eow wall axis 410 554 489 554 thickness 1 height 30 eow eost storey 3 elevation 76 slab profile 262 326 262 417 363 417 363 518 125 518 125 646 491 646 491 326 262 326 thickness 3 hole 228 225 264 225 264 273 228 273 228 225 eosl wall axis 125 547 125 648 thickness 4 height 30 eow wall axis 125 519 125 543 thickness 2 height 10 eow wall axis 216 599 216 644 thickness 1 height 30 eow wall axis 127 646 493 646 thickness 4 height 30 eow wall axis 446 509 489 509 thickness 1 height 30 eow wall axis 491 324 491 644 thickness 4 height 30 eow wall axis 260 326 361 326 thickness 4 height 30 eow wall axis 365 326 388 326 thickness 2 height 10 eow wall axis 388 326 489 326 thickness 4 height 30 eow wall axis 262 328 262 418 thickness 4 height 30 eow wall axis 264 372 361 372 thickness 1 height 30 eow wall axis 264 417 330 417 thickness 4 height 30 eow wall axis 124 518 362 518 thickness 1 height 10 eow wall axis 330 417 365 417 thickness 3 height 30 eow wall axis 363 324 363 414 thickness 4 height 30 eow wall axis 123 545 351 545 thickness 4 height 30 eow wall axis 171 547 171 601 thickness 1 height 30 eow wall axis 363 418 363 519 thickness 1 height 10 eow wall axis 172 600 215 600 thickness 1 height 30 eow wall axis 390 328 390 534 thickness 4 height 30 eow wall axis 262 547 262 644 thickness 2 height 30 eow wall axis 353 543 353 553 thickness 4 height 30 eow wall axis 392 372 489 372 thickness 1 height 30 eow wall axis 392 463 446 463 thickness 2 height 30 eow wall axis 308 547 308 644 thickness 1 height 30 eow wall axis 392 417 489 417 thickness 1 height 30 eow wall axis 355 551 375 551 thickness 4 height 30 eow wall axis 353 553 353 601 thickness 1 height 30 eow wall axis 375 551 388 551 thickness 4 height 30 eow wall axis 392 533 410 533 thickness 4 height 30 eow wall axis 390 549 390 556 thickness 4 height 30 eow wall axis 392 554 406 554 thickness 4 height 30 eow wall axis 408 534 408 555 thickness 4 height 30 eow wall axis 445 464 445 510 thickness 2 height 30 eow wall axis 354 600 389 600 thickness 1 height 30 eow wall axis 390 556 390 644 thickness 1 height 30 eow wall axis 410 554 489 554 thickness 1 height 30 eow eost storey 4 elevation 106 slab profile 262 326 262 417 363 417 363 518 125 518 125 646 491 646 491 326 262 326 thickness 3 hole 228 225 264 225 264 273 228 273 228 225 eosl wall axis 125 547 125 648 thickness 4 height 30 eow wall axis 125 519 125 543 thickness 2 height 10 eow wall axis 216 599 216 644 thickness 1 height 30 eow wall axis 127 646 493 646 thickness 4 height 30 eow wall axis 446 509 489 509 thickness 1 height 30 eow wall axis 491 324 491 644 thickness 4 height 30 eow wall axis 260 326 361 326 thickness 4 height 30 eow wall axis 365 326 388 326 thickness 2 height 10 eow wall axis 388 326 489 326 thickness 4 height 30 eow wall axis 262 328 262 418 thickness 4 height 30 eow wall axis 264 372 361 372 thickness 1 height 30 eow wall axis 264 417 330 417 thickness 4 height 30 eow wall axis 124 518 362 518 thickness 1 height 10 eow wall axis 330 417 365 417 thickness 3 height 30 eow wall axis 363 324 363 414 thickness 4 height 30 eow wall axis 123 545 351 545 thickness 4 height 30 eow wall axis 171 547 171 601 thickness 1 height 30 eow wall axis 363 418 363 519 thickness 1 height 10 eow wall axis 172 600 215 600 thickness 1 height 30 eow wall axis 390 328 390 534 thickness 4 height 30 eow wall axis 262 547 262 644 thickness 2 height 30 eow wall axis 353 543 353 553 thickness 4 height 30 eow wall axis 392 372 489 372 thickness 1 height 30 eow wall axis 392 463 446 463 thickness 2 height 30 eow wall axis 308 547 308 644 thickness 1 height 30 eow wall axis 392 417 489 417 thickness 1 height 30 eow wall axis 355 551 375 551 thickness 4 height 30 eow wall axis 353 553 353 601 thickness 1 height 30 eow wall axis 375 551 388 551 thickness 4 height 30 eow wall axis 392 533 410 533 thickness 4 height 30 eow wall axis 390 549 390 556 thickness 4 height 30 eow wall axis 392 554 406 554 thickness 4 height 30 eow wall axis 408 534 408 555 thickness 4 height 30 eow wall axis 445 464 445 510 thickness 2 height 30 eow wall axis 354 600 389 600 thickness 1 height 30 eow wall axis 390 556 390 644 thickness 1 height 30 eow wall axis 410 554 489 554 thickness 1 height 30 eow eost storey 5 elevation 136 roof profile 260 418 361 418 361 516 123 516 123 648 493 648 493 324 260 324 260 418 thickness 2 eor eost </arch> ERROR", "model_name": "deepseek/deepseek-r1", "raw_pred": "ERROR" }

[ "cores", "grids", "architecture" ]

{"input_path":"/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifami(...TRUNCATED)

[ "shaft", "slab", "wall", "roof", "grid" ]

{"cleaned_pred":"<arch> storey 1 elevation 4 slab profile 512 279 836 279 836 411 644 411 644 511 51(...TRUNCATED)

{"cleaned_pred":"Ensure exact whitespace replication.\n<massy> polygon 512 279 836 279 836 411 644 4(...TRUNCATED)

[ "cores", "grids", "architecture" ]

{"input_path":"/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifami(...TRUNCATED)

[ "shaft", "slab", "wall", "roof", "grid" ]

{"cleaned_pred":"<arch> storey 1 elevation 14 slab profile 185 147 555 147 555 247 688 247 688 147 8(...TRUNCATED)

{"cleaned_pred":"ERROR","dsl_architecture":"storey 1 elevation 14 slab profile 185 147 185 379 326 3(...TRUNCATED)

[ "cores", "grids", "architecture" ]

{"input_path":"/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifami(...TRUNCATED)

[ "shaft", "slab", "wall", "roof", "grid" ]

{"cleaned_pred":"ERROR","dsl_architecture":"Error: Start token or End token of modality not found","(...TRUNCATED)

{"cleaned_pred":"Capture the essential parts of the input for the output based on transformation rul(...TRUNCATED)

[ "cores", "grids", "architecture" ]

{"input_path":"/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifami(...TRUNCATED)

[ "shaft", "slab", "wall", "roof", "grid" ]

{"cleaned_pred":"","dsl_architecture":"Error: Start token or End token of modality not found","dsl_c(...TRUNCATED)

{"cleaned_pred":"Only output the translated result within <mass> tags.\n<mass> polygon 297 144 850 1(...TRUNCATED)

[ "cores", "grids", "architecture" ]

{"input_path":"/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifami(...TRUNCATED)

[ "shaft", "slab", "wall", "roof", "grid" ]

{"cleaned_pred":"","dsl_architecture":"Error: Start token or End token of modality not found","dsl_c(...TRUNCATED)

{"cleaned_pred":"<mass> polygon 21 21 391 21 391 253 21 253 21 21 height 30 elevation 0 polygon 21 2(...TRUNCATED)

[ "cores", "grids", "architecture" ]

{"input_path":"/home/sagemaker-user/repos/gaia-aec-ml-exploration/dsl_library/data/tilegpt_multifami(...TRUNCATED)

[ "shaft", "slab", "wall", "roof", "grid" ]

{"cleaned_pred":"ERROR","dsl_architecture":"Error: Start token or End token of modality not found","(...TRUNCATED)

{"cleaned_pred":"ERROR","dsl_architecture":"storey 1 elevation 0 slab profile 21 21 153 21 153 121 2(...TRUNCATED)