Download docs/evidence/esmfold2/folding_cost.json from Synthyra/FastPLMs-artifacts: direct link, hf CLI and curl.
- Browser
- Download file 44.9 kB
-
https://huggingface.co/datasets/Synthyra/FastPLMs-artifacts/resolve/main/docs/evidence/esmfold2/folding_cost.json
- Command line
-
hf download hf://datasets/Synthyra/FastPLMs-artifacts/docs/evidence/esmfold2/folding_cost.json
-
curl -L -o folding_cost.json https://huggingface.co/datasets/Synthyra/FastPLMs-artifacts/resolve/main/docs/evidence/esmfold2/folding_cost.json
44.9 kB
| { | |
| "description": "ESMFold2 single-chain folding cost by protein length. Each series ran in its own process on one worker, so ratios between series of one run are within-run. Sequences are fixed pseudo-random proteins; timings are medians of end-to-end infer_protein calls after a shortened warm-up fold at the same length. Points marked single_pass timed one instrumented fold without a warm-up.", | |
| "run": "20260921T185614-fold-bench-3c16d294", | |
| "extension_runs": [ | |
| "20260921T183419-fold-bench-long-1563df15" | |
| ], | |
| "cross_run_anchors": [ | |
| { | |
| "label": "fastplms-esmfold2_300-windowed-unchunked", | |
| "length": 1024, | |
| "sweep_seconds": 10.431713275999982, | |
| "extension_seconds": 10.5061530335 | |
| }, | |
| { | |
| "label": "fastplms-esmfold2_600-windowed-unchunked", | |
| "length": 1024, | |
| "sweep_seconds": 10.414504541500037, | |
| "extension_seconds": 10.492259121500012 | |
| }, | |
| { | |
| "label": "fastplms-esmfold2-windowed-unchunked", | |
| "length": 1024, | |
| "sweep_seconds": 23.20849866900005, | |
| "extension_seconds": 23.286405584999997 | |
| } | |
| ], | |
| "source": { | |
| "revision": "d9a23718713905dd907add3d7b7a85d6e8e49f23", | |
| "dirty": true, | |
| "changed_paths": 113 | |
| }, | |
| "baseline_revision": "d9a23718713905dd907add3d7b7a85d6e8e49f23", | |
| "environment": { | |
| "python": "3.12.10", | |
| "platform": "Linux-4.19.0-gvisor-x86_64-with-glibc2.36", | |
| "torch": "2.13.0+cu130", | |
| "transformers": "5.13.0", | |
| "cuda": "13.0", | |
| "gpu": "NVIDIA H100 80GB HBM3", | |
| "compute_capability": [ | |
| 9, | |
| 0 | |
| ] | |
| }, | |
| "series": [ | |
| { | |
| "status": "ok", | |
| "label": "upstream-esmfold2", | |
| "implementation": "upstream", | |
| "repo": "biohub/ESMFold2", | |
| "revision": "1ebf0e3481a5184eb6171d40615c79e384b48796", | |
| "atom_attention": "dense", | |
| "chunk_size": "default", | |
| "settings": { | |
| "num_loops": 3, | |
| "num_sampling_steps": 50, | |
| "num_diffusion_samples": 1 | |
| }, | |
| "gpu": "NVIDIA H100 80GB HBM3", | |
| "torch": "2.13.0+cu130", | |
| "load_seconds": 18.629620919, | |
| "weights_bytes": 13735270400, | |
| "lengths": [ | |
| { | |
| "length": 64, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.0083784199999997, | |
| 0.9603611819999998 | |
| ], | |
| "median_seconds": 0.9843698009999997, | |
| "residues_per_second": 65.01621640056796, | |
| "static_bytes": 13769562112, | |
| "peak_allocated_bytes": 13938508800, | |
| "peak_reserved_bytes": 14159970304, | |
| "phase_seconds": { | |
| "language_model": 0.07489373016357422, | |
| "trunk_loop": 0.20049398803710938, | |
| "coda": 0.0016886080503463745, | |
| "diffusion_sampling": 0.5922059326171875, | |
| "confidence": 0.006079328060150146 | |
| } | |
| }, | |
| { | |
| "length": 128, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.071956686, | |
| 1.005823980999999 | |
| ], | |
| "median_seconds": 1.0388903334999995, | |
| "residues_per_second": 123.20838482419094, | |
| "static_bytes": 13770217472, | |
| "peak_allocated_bytes": 14121550848, | |
| "peak_reserved_bytes": 14382268416, | |
| "phase_seconds": { | |
| "language_model": 0.05851913452148438, | |
| "trunk_loop": 0.32276666259765624, | |
| "coda": 0.003011199951171875, | |
| "diffusion_sampling": 0.7449805297851563, | |
| "confidence": 0.009217120170593262 | |
| } | |
| }, | |
| { | |
| "length": 256, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.956608414999998, | |
| 1.8964862119999992 | |
| ], | |
| "median_seconds": 1.9265473134999986, | |
| "residues_per_second": 132.88020398259488, | |
| "static_bytes": 13771528192, | |
| "peak_allocated_bytes": 14851446272, | |
| "peak_reserved_bytes": 15235809280, | |
| "phase_seconds": { | |
| "language_model": 0.057603809356689455, | |
| "trunk_loop": 1.167335205078125, | |
| "coda": 0.01027132797241211, | |
| "diffusion_sampling": 0.5702406616210938, | |
| "confidence": 0.022849311828613283 | |
| } | |
| }, | |
| { | |
| "length": 384, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 3.910120091000003, | |
| 3.8345405530000036 | |
| ], | |
| "median_seconds": 3.8723303220000034, | |
| "residues_per_second": 99.16509390182124, | |
| "static_bytes": 13772838912, | |
| "peak_allocated_bytes": 16198520320, | |
| "peak_reserved_bytes": 16647192576, | |
| "phase_seconds": { | |
| "language_model": 0.07791340637207031, | |
| "trunk_loop": 2.98266748046875, | |
| "coda": 0.02640239906311035, | |
| "diffusion_sampling": 0.623266845703125, | |
| "confidence": 0.05666860961914062 | |
| } | |
| }, | |
| { | |
| "length": 512, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 7.862338969999996, | |
| 7.825847536999987 | |
| ], | |
| "median_seconds": 7.844093253499992, | |
| "residues_per_second": 65.27204400222402, | |
| "static_bytes": 13774149632, | |
| "peak_allocated_bytes": 18082438656, | |
| "peak_reserved_bytes": 18847105024, | |
| "phase_seconds": { | |
| "language_model": 0.055266849517822264, | |
| "trunk_loop": 6.68284130859375, | |
| "coda": 0.0592789421081543, | |
| "diffusion_sampling": 0.79095361328125, | |
| "confidence": 0.12472649383544922 | |
| } | |
| }, | |
| { | |
| "length": 768, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 37.13839046799998, | |
| 37.068903696999996 | |
| ], | |
| "median_seconds": 37.10364708249999, | |
| "residues_per_second": 20.69877385078484, | |
| "static_bytes": 13776771072, | |
| "peak_allocated_bytes": 23463890944, | |
| "peak_reserved_bytes": 24582815744, | |
| "phase_seconds": { | |
| "language_model": 0.05805660629272461, | |
| "trunk_loop": 34.3865, | |
| "coda": 0.30621762084960935, | |
| "diffusion_sampling": 1.5129910888671876, | |
| "confidence": 0.6258532104492187 | |
| } | |
| }, | |
| { | |
| "length": 1024, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 87.135237695, | |
| 87.176630096 | |
| ], | |
| "median_seconds": 87.1559338955, | |
| "residues_per_second": 11.749056595822568, | |
| "static_bytes": 13779392512, | |
| "peak_allocated_bytes": 30994826752, | |
| "peak_reserved_bytes": 34116468736, | |
| "phase_seconds": { | |
| "language_model": 0.06138198471069336, | |
| "trunk_loop": 82.1973984375, | |
| "coda": 0.7319942016601563, | |
| "diffusion_sampling": 2.442093017578125, | |
| "confidence": 1.4887479248046875 | |
| } | |
| }, | |
| { | |
| "length": 2048, | |
| "status": "out_of_memory", | |
| "run": "20260921T183419-fold-bench-long-1563df15" | |
| } | |
| ] | |
| }, | |
| { | |
| "status": "ok", | |
| "label": "fastplms-baseline-esmfold2", | |
| "implementation": "fastplms", | |
| "repo": "Synthyra/ESMFold2", | |
| "revision": "cd5a0927cec585a778d983b99a8db23d2e9b281e", | |
| "atom_attention": "dense", | |
| "chunk_size": "default", | |
| "settings": { | |
| "num_loops": 3, | |
| "num_sampling_steps": 50, | |
| "num_diffusion_samples": 1, | |
| "max_inference_sigma": 256.0 | |
| }, | |
| "gpu": "NVIDIA H100 80GB HBM3", | |
| "torch": "2.13.0+cu130", | |
| "load_seconds": 18.013334965000013, | |
| "weights_bytes": 13748721152, | |
| "lengths": [ | |
| { | |
| "length": 256, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 2.011839387000009, | |
| 1.8825064610000481 | |
| ], | |
| "median_seconds": 1.9471729240000286, | |
| "residues_per_second": 131.4726580493455, | |
| "static_bytes": 13784978944, | |
| "peak_allocated_bytes": 15049073664, | |
| "peak_reserved_bytes": 15428747264, | |
| "phase_seconds": { | |
| "language_model": 0.05626291275024414, | |
| "trunk_loop": 1.1529984130859374, | |
| "coda": 0.010191840171813965, | |
| "diffusion_sampling": 0.5415770263671875, | |
| "confidence": 0.022584447860717772 | |
| } | |
| }, | |
| { | |
| "length": 768, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 37.15081153400001, | |
| 37.04223192199993 | |
| ], | |
| "median_seconds": 37.09652172799997, | |
| "residues_per_second": 20.702749590140783, | |
| "static_bytes": 13790221824, | |
| "peak_allocated_bytes": 23661518336, | |
| "peak_reserved_bytes": 24784142336, | |
| "phase_seconds": { | |
| "language_model": 0.055128990173339845, | |
| "trunk_loop": 34.37065234375, | |
| "coda": 0.30583062744140627, | |
| "diffusion_sampling": 1.5047943115234375, | |
| "confidence": 0.6250010986328125 | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "status": "ok", | |
| "label": "fastplms-esmfold2-dense", | |
| "implementation": "fastplms", | |
| "repo": "Synthyra/ESMFold2", | |
| "revision": "cd5a0927cec585a778d983b99a8db23d2e9b281e", | |
| "atom_attention": "dense", | |
| "chunk_size": "default", | |
| "settings": { | |
| "num_loops": 3, | |
| "num_sampling_steps": 50, | |
| "num_diffusion_samples": 1, | |
| "max_inference_sigma": 256.0 | |
| }, | |
| "gpu": "NVIDIA H100 80GB HBM3", | |
| "torch": "2.13.0+cu130", | |
| "load_seconds": 11.044045188000041, | |
| "weights_bytes": 13748721152, | |
| "lengths": [ | |
| { | |
| "length": 64, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.9657343290000426, | |
| 0.7973941679999825 | |
| ], | |
| "median_seconds": 0.8815642485000126, | |
| "residues_per_second": 72.59822538050565, | |
| "static_bytes": 13784405504, | |
| "peak_allocated_bytes": 14032966144, | |
| "peak_reserved_bytes": 14334033920, | |
| "phase_seconds": { | |
| "language_model": 0.04882313537597656, | |
| "trunk_loop": 0.18154421997070314, | |
| "coda": 0.0017572159767150878, | |
| "diffusion_sampling": 0.530906494140625, | |
| "confidence": 0.0061595520973205566 | |
| } | |
| }, | |
| { | |
| "length": 128, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.9665178120000064, | |
| 0.8689660069999263 | |
| ], | |
| "median_seconds": 0.9177419094999664, | |
| "residues_per_second": 139.4727631755872, | |
| "static_bytes": 13786371584, | |
| "peak_allocated_bytes": 14191954944, | |
| "peak_reserved_bytes": 14531166208, | |
| "phase_seconds": { | |
| "language_model": 0.05095990371704102, | |
| "trunk_loop": 0.2574705810546875, | |
| "coda": 0.002249824047088623, | |
| "diffusion_sampling": 0.5400426025390626, | |
| "confidence": 0.007429599761962891 | |
| } | |
| }, | |
| { | |
| "length": 256, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.7966380599999638, | |
| 1.7650913479999417 | |
| ], | |
| "median_seconds": 1.7808647039999528, | |
| "residues_per_second": 143.75039239365304, | |
| "static_bytes": 13790303744, | |
| "peak_allocated_bytes": 14852314624, | |
| "peak_reserved_bytes": 15233712128, | |
| "phase_seconds": { | |
| "language_model": 0.048465248107910155, | |
| "trunk_loop": 1.091849365234375, | |
| "coda": 0.009639712333679199, | |
| "diffusion_sampling": 0.5182341918945312, | |
| "confidence": 0.021552896499633788 | |
| } | |
| }, | |
| { | |
| "length": 384, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 3.5549717629999122, | |
| 3.458440405000033 | |
| ], | |
| "median_seconds": 3.5067060839999726, | |
| "residues_per_second": 109.50447251683697, | |
| "static_bytes": 13794235904, | |
| "peak_allocated_bytes": 15949531136, | |
| "peak_reserved_bytes": 16548626432, | |
| "phase_seconds": { | |
| "language_model": 0.049557247161865235, | |
| "trunk_loop": 2.7336240234375, | |
| "coda": 0.024154848098754882, | |
| "diffusion_sampling": 0.4907654724121094, | |
| "confidence": 0.05210950469970703 | |
| } | |
| }, | |
| { | |
| "length": 512, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 7.2881051499999785, | |
| 6.969440504999966 | |
| ], | |
| "median_seconds": 7.128772827499972, | |
| "residues_per_second": 71.82161816475727, | |
| "static_bytes": 13798168064, | |
| "peak_allocated_bytes": 17482633728, | |
| "peak_reserved_bytes": 18777899008, | |
| "phase_seconds": { | |
| "language_model": 0.048401985168457035, | |
| "trunk_loop": 6.10298974609375, | |
| "coda": 0.0540431022644043, | |
| "diffusion_sampling": 0.54375830078125, | |
| "confidence": 0.11458467102050782 | |
| } | |
| }, | |
| { | |
| "length": 768, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 34.480820896999944, | |
| 34.49123251200001 | |
| ], | |
| "median_seconds": 34.48602670449998, | |
| "residues_per_second": 22.269889383916357, | |
| "static_bytes": 13806032384, | |
| "peak_allocated_bytes": 21859579392, | |
| "peak_reserved_bytes": 24196939776, | |
| "phase_seconds": { | |
| "language_model": 0.05808579254150391, | |
| "trunk_loop": 32.4308515625, | |
| "coda": 0.2882565612792969, | |
| "diffusion_sampling": 1.0045828857421875, | |
| "confidence": 0.5897864990234375 | |
| } | |
| }, | |
| { | |
| "length": 1024, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 81.37166200500008, | |
| 81.31792861200006 | |
| ], | |
| "median_seconds": 81.34479530850007, | |
| "residues_per_second": 12.588389903945064, | |
| "static_bytes": 13813896704, | |
| "peak_allocated_bytes": 27982176256, | |
| "peak_reserved_bytes": 33265025024, | |
| "phase_seconds": { | |
| "language_model": 0.05309692764282226, | |
| "trunk_loop": 77.4153984375, | |
| "coda": 0.6897422485351562, | |
| "diffusion_sampling": 1.5190911865234376, | |
| "confidence": 1.4023331298828126 | |
| } | |
| }, | |
| { | |
| "length": 2048, | |
| "status": "ok", | |
| "single_pass": true, | |
| "seconds": [ | |
| 595.915410886 | |
| ], | |
| "median_seconds": 595.915410886, | |
| "residues_per_second": 3.4367293790154845, | |
| "static_bytes": 13748721152, | |
| "peak_allocated_bytes": 69930544128, | |
| "peak_reserved_bytes": 75814141952, | |
| "phase_seconds": { | |
| "language_model": 0.36826739501953126, | |
| "trunk_loop": 574.5386875, | |
| "coda": 5.11341943359375, | |
| "diffusion_sampling": 4.49510107421875, | |
| "confidence": 10.321755859375 | |
| }, | |
| "run": "20260921T183419-fold-bench-long-1563df15" | |
| } | |
| ], | |
| "atom_attention_comparison": [ | |
| { | |
| "protein": "ubiquitin", | |
| "length": 76, | |
| "rmsd_dense_seed0_vs_windowed_seed0": 0.3208394307880574, | |
| "rmsd_dense_seed0_vs_dense_seed1": 1.216772090332296, | |
| "rmsd_windowed_seed0_vs_windowed_seed1": 0.9819202303064112, | |
| "mean_plddt_dense_seed0": 0.8124094605445862, | |
| "mean_plddt_dense_seed1": 0.8107101917266846, | |
| "mean_plddt_windowed_seed0": 0.803772509098053, | |
| "mean_plddt_windowed_seed1": 0.7999487519264221 | |
| }, | |
| { | |
| "protein": "t4_lysozyme", | |
| "length": 163, | |
| "rmsd_dense_seed0_vs_windowed_seed0": 0.6114353814051593, | |
| "rmsd_dense_seed0_vs_dense_seed1": 0.6015516484673378, | |
| "rmsd_windowed_seed0_vs_windowed_seed1": 0.3263962672200549, | |
| "mean_plddt_dense_seed0": 0.930585503578186, | |
| "mean_plddt_dense_seed1": 0.9296666979789734, | |
| "mean_plddt_windowed_seed0": 0.9381417632102966, | |
| "mean_plddt_windowed_seed1": 0.9380736351013184 | |
| }, | |
| { | |
| "protein": "gfp", | |
| "length": 238, | |
| "rmsd_dense_seed0_vs_windowed_seed0": 5.9505474365870095, | |
| "rmsd_dense_seed0_vs_dense_seed1": 4.696364385315897, | |
| "rmsd_windowed_seed0_vs_windowed_seed1": 7.889492396414811, | |
| "mean_plddt_dense_seed0": 0.3821070194244385, | |
| "mean_plddt_dense_seed1": 0.3695257604122162, | |
| "mean_plddt_windowed_seed0": 0.4841562807559967, | |
| "mean_plddt_windowed_seed1": 0.35728350281715393 | |
| } | |
| ] | |
| }, | |
| { | |
| "status": "ok", | |
| "label": "fastplms-esmfold2-windowed-unchunked", | |
| "implementation": "fastplms", | |
| "repo": "Synthyra/ESMFold2", | |
| "revision": "cd5a0927cec585a778d983b99a8db23d2e9b281e", | |
| "atom_attention": "windowed", | |
| "chunk_size": null, | |
| "settings": { | |
| "num_loops": 3, | |
| "num_sampling_steps": 50, | |
| "num_diffusion_samples": 1, | |
| "max_inference_sigma": 256.0 | |
| }, | |
| "gpu": "NVIDIA H100 80GB HBM3", | |
| "torch": "2.13.0+cu130", | |
| "load_seconds": 9.853451923999955, | |
| "weights_bytes": 13748721152, | |
| "lengths": [ | |
| { | |
| "length": 64, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.8188809680000304, | |
| 0.7845365779999156 | |
| ], | |
| "median_seconds": 0.801708772999973, | |
| "residues_per_second": 79.82948691020768, | |
| "static_bytes": 13784405504, | |
| "peak_allocated_bytes": 14032966144, | |
| "peak_reserved_bytes": 14313062400, | |
| "phase_seconds": { | |
| "language_model": 0.04972822570800781, | |
| "trunk_loop": 0.17335929870605468, | |
| "coda": 0.0017474240064620972, | |
| "diffusion_sampling": 0.5248321533203125, | |
| "confidence": 0.0058306241035461425 | |
| } | |
| }, | |
| { | |
| "length": 128, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.9278618579999147, | |
| 0.8470659870001782 | |
| ], | |
| "median_seconds": 0.8874639225000465, | |
| "residues_per_second": 144.2312152131382, | |
| "static_bytes": 13786371584, | |
| "peak_allocated_bytes": 14225968128, | |
| "peak_reserved_bytes": 14535360512, | |
| "phase_seconds": { | |
| "language_model": 0.05098403167724609, | |
| "trunk_loop": 0.2394185028076172, | |
| "coda": 0.002099488019943237, | |
| "diffusion_sampling": 0.6042045288085938, | |
| "confidence": 0.006651391983032226 | |
| } | |
| }, | |
| { | |
| "length": 256, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.6183939489999375, | |
| 1.5419953190000797 | |
| ], | |
| "median_seconds": 1.5801946340000086, | |
| "residues_per_second": 162.00535965115714, | |
| "static_bytes": 13790303744, | |
| "peak_allocated_bytes": 14986532352, | |
| "peak_reserved_bytes": 15416164352, | |
| "phase_seconds": { | |
| "language_model": 0.04902268981933594, | |
| "trunk_loop": 0.9001454467773438, | |
| "coda": 0.007953951835632325, | |
| "diffusion_sampling": 0.4931875915527344, | |
| "confidence": 0.01802406311035156 | |
| } | |
| }, | |
| { | |
| "length": 384, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 2.7209397610001815, | |
| 2.709024745999841 | |
| ], | |
| "median_seconds": 2.714982253500011, | |
| "residues_per_second": 141.43738858880846, | |
| "static_bytes": 13794235904, | |
| "peak_allocated_bytes": 16251521024, | |
| "peak_reserved_bytes": 17165189120, | |
| "phase_seconds": { | |
| "language_model": 0.05094985580444336, | |
| "trunk_loop": 1.9890665283203126, | |
| "coda": 0.01752332878112793, | |
| "diffusion_sampling": 0.49900341796875, | |
| "confidence": 0.038655136108398436 | |
| } | |
| }, | |
| { | |
| "length": 512, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 4.4625172559999555, | |
| 4.477478787000109 | |
| ], | |
| "median_seconds": 4.469998021500032, | |
| "residues_per_second": 114.54143772264672, | |
| "static_bytes": 13798168064, | |
| "peak_allocated_bytes": 18019504640, | |
| "peak_reserved_bytes": 19342032896, | |
| "phase_seconds": { | |
| "language_model": 0.050283775329589844, | |
| "trunk_loop": 3.664196533203125, | |
| "coda": 0.032274463653564456, | |
| "diffusion_sampling": 0.5195702514648437, | |
| "confidence": 0.07032755279541016 | |
| } | |
| }, | |
| { | |
| "length": 768, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 12.328751688000011, | |
| 12.310818439000059 | |
| ], | |
| "median_seconds": 12.319785063500035, | |
| "residues_per_second": 62.3387499084998, | |
| "static_bytes": 13806032384, | |
| "peak_allocated_bytes": 23067538944, | |
| "peak_reserved_bytes": 26067599360, | |
| "phase_seconds": { | |
| "language_model": 0.05393721771240234, | |
| "trunk_loop": 11.0007041015625, | |
| "coda": 0.097257568359375, | |
| "diffusion_sampling": 0.79142236328125, | |
| "confidence": 0.20639231872558594 | |
| } | |
| }, | |
| { | |
| "length": 1024, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 23.237809596000034, | |
| 23.179187742000067 | |
| ], | |
| "median_seconds": 23.20849866900005, | |
| "residues_per_second": 44.12176826275164, | |
| "static_bytes": 13813896704, | |
| "peak_allocated_bytes": 30129659904, | |
| "peak_reserved_bytes": 36628856832, | |
| "phase_seconds": { | |
| "language_model": 0.05392272186279297, | |
| "trunk_loop": 21.192814453125, | |
| "coda": 0.18725523376464845, | |
| "diffusion_sampling": 1.147546630859375, | |
| "confidence": 0.39527276611328127 | |
| } | |
| }, | |
| { | |
| "length": 2048, | |
| "status": "out_of_memory", | |
| "run": "20260921T183419-fold-bench-long-1563df15" | |
| } | |
| ] | |
| }, | |
| { | |
| "status": "ok", | |
| "label": "fastplms-esmfold2_600-dense", | |
| "implementation": "fastplms", | |
| "repo": "Synthyra/ESMFold2-600", | |
| "revision": "71c67d0b2b73dc245ea7c3cc0d0476439a882d08", | |
| "atom_attention": "dense", | |
| "chunk_size": "default", | |
| "settings": { | |
| "num_loops": 3, | |
| "num_sampling_steps": 50, | |
| "num_diffusion_samples": 1, | |
| "max_inference_sigma": 256.0 | |
| }, | |
| "gpu": "NVIDIA H100 80GB HBM3", | |
| "torch": "2.13.0+cu130", | |
| "load_seconds": 6.9947806969998965, | |
| "weights_bytes": 1865217024, | |
| "lengths": [ | |
| { | |
| "length": 64, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.7016087320000679, | |
| 0.6587904470000012 | |
| ], | |
| "median_seconds": 0.6801995895000346, | |
| "residues_per_second": 94.09003032042664, | |
| "static_bytes": 1899729920, | |
| "peak_allocated_bytes": 2036980224, | |
| "peak_reserved_bytes": 2206203904, | |
| "phase_seconds": { | |
| "language_model": 0.02415123176574707, | |
| "diffusion_sampling": 0.5501965942382813 | |
| } | |
| }, | |
| { | |
| "length": 128, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.7458731169999737, | |
| 0.6927949639998587 | |
| ], | |
| "median_seconds": 0.7193340404999162, | |
| "residues_per_second": 177.94236445566196, | |
| "static_bytes": 1900614656, | |
| "peak_allocated_bytes": 2155123200, | |
| "peak_reserved_bytes": 2411724800, | |
| "phase_seconds": { | |
| "language_model": 0.021915231704711914, | |
| "diffusion_sampling": 0.5381033935546875 | |
| } | |
| }, | |
| { | |
| "length": 256, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.098738529000002, | |
| 1.065803411999923 | |
| ], | |
| "median_seconds": 1.0822709704999625, | |
| "residues_per_second": 236.5396531718291, | |
| "static_bytes": 1902384128, | |
| "peak_allocated_bytes": 2707392000, | |
| "peak_reserved_bytes": 3036676096, | |
| "phase_seconds": { | |
| "language_model": 0.02371014404296875, | |
| "diffusion_sampling": 0.5426353759765625 | |
| } | |
| }, | |
| { | |
| "length": 384, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.7969696520001435, | |
| 1.7889586430001145 | |
| ], | |
| "median_seconds": 1.792964147500129, | |
| "residues_per_second": 214.17048441007512, | |
| "static_bytes": 1904153600, | |
| "peak_allocated_bytes": 3676087296, | |
| "peak_reserved_bytes": 4192206848, | |
| "phase_seconds": { | |
| "language_model": 0.02372115135192871, | |
| "diffusion_sampling": 0.5051408386230469 | |
| } | |
| }, | |
| { | |
| "length": 512, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 3.290321838999944, | |
| 3.293323409999857 | |
| ], | |
| "median_seconds": 3.2918226244999005, | |
| "residues_per_second": 155.53693452051778, | |
| "static_bytes": 1905923072, | |
| "peak_allocated_bytes": 5023321088, | |
| "peak_reserved_bytes": 5742002176, | |
| "phase_seconds": { | |
| "language_model": 0.02417215919494629, | |
| "diffusion_sampling": 0.5661536254882813 | |
| } | |
| }, | |
| { | |
| "length": 768, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 15.059345113000063, | |
| 15.043336095999848 | |
| ], | |
| "median_seconds": 15.051340604499956, | |
| "residues_per_second": 51.02535516141254, | |
| "static_bytes": 1909462016, | |
| "peak_allocated_bytes": 8853486080, | |
| "peak_reserved_bytes": 10250878976, | |
| "phase_seconds": { | |
| "language_model": 0.02294745635986328, | |
| "diffusion_sampling": 1.013615478515625 | |
| } | |
| }, | |
| { | |
| "length": 1024, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 34.97215388200016, | |
| 34.99143281800002 | |
| ], | |
| "median_seconds": 34.98179335000009, | |
| "residues_per_second": 29.27237005131978, | |
| "static_bytes": 1913000960, | |
| "peak_allocated_bytes": 14192117248, | |
| "peak_reserved_bytes": 16519266304, | |
| "phase_seconds": { | |
| "language_model": 0.025216768264770508, | |
| "diffusion_sampling": 1.563876220703125 | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "status": "ok", | |
| "label": "fastplms-esmfold2_600-windowed-unchunked", | |
| "implementation": "fastplms", | |
| "repo": "Synthyra/ESMFold2-600", | |
| "revision": "71c67d0b2b73dc245ea7c3cc0d0476439a882d08", | |
| "atom_attention": "windowed", | |
| "chunk_size": null, | |
| "settings": { | |
| "num_loops": 3, | |
| "num_sampling_steps": 50, | |
| "num_diffusion_samples": 1, | |
| "max_inference_sigma": 256.0 | |
| }, | |
| "gpu": "NVIDIA H100 80GB HBM3", | |
| "torch": "2.13.0+cu130", | |
| "load_seconds": 6.372647376000032, | |
| "weights_bytes": 1865217024, | |
| "lengths": [ | |
| { | |
| "length": 64, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.7428003889999673, | |
| 0.6548344519999318 | |
| ], | |
| "median_seconds": 0.6988174204999495, | |
| "residues_per_second": 91.58329217696516, | |
| "static_bytes": 1899729920, | |
| "peak_allocated_bytes": 2036980224, | |
| "peak_reserved_bytes": 2206203904, | |
| "phase_seconds": { | |
| "language_model": 0.02435980796813965, | |
| "diffusion_sampling": 0.5571863403320313 | |
| } | |
| }, | |
| { | |
| "length": 128, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.7864776320000146, | |
| 0.7240929560000495 | |
| ], | |
| "median_seconds": 0.7552852940000321, | |
| "residues_per_second": 169.4723848283938, | |
| "static_bytes": 1900614656, | |
| "peak_allocated_bytes": 2188677632, | |
| "peak_reserved_bytes": 2449473536, | |
| "phase_seconds": { | |
| "language_model": 0.02387763214111328, | |
| "diffusion_sampling": 0.5618558349609375 | |
| } | |
| }, | |
| { | |
| "length": 256, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.019667416999937, | |
| 0.9980335860000196 | |
| ], | |
| "median_seconds": 1.0088505014999782, | |
| "residues_per_second": 253.75414852782876, | |
| "static_bytes": 1902384128, | |
| "peak_allocated_bytes": 2768652800, | |
| "peak_reserved_bytes": 3170893824, | |
| "phase_seconds": { | |
| "language_model": 0.023146528244018555, | |
| "diffusion_sampling": 0.5512258911132812 | |
| } | |
| }, | |
| { | |
| "length": 384, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.47924639200005, | |
| 1.482770470999867 | |
| ], | |
| "median_seconds": 1.4810084314999585, | |
| "residues_per_second": 259.2827912607402, | |
| "static_bytes": 1904153600, | |
| "peak_allocated_bytes": 3717392896, | |
| "peak_reserved_bytes": 4498391040, | |
| "phase_seconds": { | |
| "language_model": 0.022691808700561523, | |
| "diffusion_sampling": 0.5237606201171875 | |
| } | |
| }, | |
| { | |
| "length": 512, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 2.224953891999803, | |
| 2.2161634750000303 | |
| ], | |
| "median_seconds": 2.2205586834999167, | |
| "residues_per_second": 230.57260490545337, | |
| "static_bytes": 1905923072, | |
| "peak_allocated_bytes": 5035237888, | |
| "peak_reserved_bytes": 6259998720, | |
| "phase_seconds": { | |
| "language_model": 0.023932607650756835, | |
| "diffusion_sampling": 0.54321337890625 | |
| } | |
| }, | |
| { | |
| "length": 768, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 5.664368687999968, | |
| 5.679573061999918 | |
| ], | |
| "median_seconds": 5.671970874999943, | |
| "residues_per_second": 135.40266988765308, | |
| "static_bytes": 1909462016, | |
| "peak_allocated_bytes": 8853486080, | |
| "peak_reserved_bytes": 10913579008, | |
| "phase_seconds": { | |
| "language_model": 0.024333183288574218, | |
| "diffusion_sampling": 0.8087135620117187 | |
| } | |
| }, | |
| { | |
| "length": 1024, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 10.413966555000115, | |
| 10.415042527999958 | |
| ], | |
| "median_seconds": 10.414504541500037, | |
| "residues_per_second": 98.32440860912139, | |
| "static_bytes": 1913000960, | |
| "peak_allocated_bytes": 14192117248, | |
| "peak_reserved_bytes": 17714642944, | |
| "phase_seconds": { | |
| "language_model": 0.02415830421447754, | |
| "diffusion_sampling": 1.183564697265625 | |
| } | |
| }, | |
| { | |
| "length": 2048, | |
| "status": "ok", | |
| "single_pass": true, | |
| "seconds": [ | |
| 40.206578415999985 | |
| ], | |
| "median_seconds": 40.206578415999985, | |
| "residues_per_second": 50.93693819977006, | |
| "static_bytes": 1913000960, | |
| "peak_allocated_bytes": 50660635648, | |
| "peak_reserved_bytes": 64506298368, | |
| "phase_seconds": { | |
| "language_model": 0.10570486450195313, | |
| "diffusion_sampling": 3.255398193359375 | |
| }, | |
| "run": "20260921T183419-fold-bench-long-1563df15" | |
| } | |
| ] | |
| }, | |
| { | |
| "status": "ok", | |
| "label": "fastplms-esmfold2_300-dense", | |
| "implementation": "fastplms", | |
| "repo": "Synthyra/ESMFold2-300", | |
| "revision": "a38a62ae930d157484b331c2bf4241684573adba", | |
| "atom_attention": "dense", | |
| "chunk_size": "default", | |
| "settings": { | |
| "num_loops": 3, | |
| "num_sampling_steps": 50, | |
| "num_diffusion_samples": 1, | |
| "max_inference_sigma": 256.0 | |
| }, | |
| "gpu": "NVIDIA H100 80GB HBM3", | |
| "torch": "2.13.0+cu130", | |
| "load_seconds": 6.573876259000144, | |
| "weights_bytes": 1378536448, | |
| "lengths": [ | |
| { | |
| "length": 64, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.7535146559998793, | |
| 0.6345819569999094 | |
| ], | |
| "median_seconds": 0.6940483064998944, | |
| "residues_per_second": 92.21260163107932, | |
| "static_bytes": 1412889600, | |
| "peak_allocated_bytes": 1547829760, | |
| "peak_reserved_bytes": 1581252608, | |
| "phase_seconds": { | |
| "language_model": 0.019536479949951172, | |
| "diffusion_sampling": 0.5338244018554688 | |
| } | |
| }, | |
| { | |
| "length": 128, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.7807706700000381, | |
| 0.701068209999903 | |
| ], | |
| "median_seconds": 0.7409194399999706, | |
| "residues_per_second": 172.75832309111107, | |
| "static_bytes": 1413626880, | |
| "peak_allocated_bytes": 1661965824, | |
| "peak_reserved_bytes": 1728053248, | |
| "phase_seconds": { | |
| "language_model": 0.019897056579589845, | |
| "diffusion_sampling": 0.5320398559570313 | |
| } | |
| }, | |
| { | |
| "length": 256, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.1100021480001487, | |
| 1.042940205999912 | |
| ], | |
| "median_seconds": 1.0764711770000304, | |
| "residues_per_second": 237.8140775802609, | |
| "static_bytes": 1415101440, | |
| "peak_allocated_bytes": 2207017472, | |
| "peak_reserved_bytes": 2405433344, | |
| "phase_seconds": { | |
| "language_model": 0.019480319976806642, | |
| "diffusion_sampling": 0.5430467529296875 | |
| } | |
| }, | |
| { | |
| "length": 384, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.8271232500001133, | |
| 1.7807516580000993 | |
| ], | |
| "median_seconds": 1.8039374540001063, | |
| "residues_per_second": 212.8676906998669, | |
| "static_bytes": 1416576000, | |
| "peak_allocated_bytes": 3168734208, | |
| "peak_reserved_bytes": 3558866944, | |
| "phase_seconds": { | |
| "language_model": 0.019923871994018554, | |
| "diffusion_sampling": 0.533782958984375 | |
| } | |
| }, | |
| { | |
| "length": 512, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 3.30649111799994, | |
| 3.2998979379999582 | |
| ], | |
| "median_seconds": 3.303194527999949, | |
| "residues_per_second": 155.0014677185878, | |
| "static_bytes": 1418050560, | |
| "peak_allocated_bytes": 4509103104, | |
| "peak_reserved_bytes": 5108662272, | |
| "phase_seconds": { | |
| "language_model": 0.02090870475769043, | |
| "diffusion_sampling": 0.5689089965820312 | |
| } | |
| }, | |
| { | |
| "length": 768, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 15.061311480999848, | |
| 15.059881068999857 | |
| ], | |
| "median_seconds": 15.060596274999853, | |
| "residues_per_second": 50.99399691596922, | |
| "static_bytes": 1420999680, | |
| "peak_allocated_bytes": 8324578816, | |
| "peak_reserved_bytes": 9630121984, | |
| "phase_seconds": { | |
| "language_model": 0.01817919921875, | |
| "diffusion_sampling": 1.0195720825195314 | |
| } | |
| }, | |
| { | |
| "length": 1024, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 34.96550417599997, | |
| 34.93262273300002 | |
| ], | |
| "median_seconds": 34.94906345449999, | |
| "residues_per_second": 29.29978370759893, | |
| "static_bytes": 1423948800, | |
| "peak_allocated_bytes": 13650235904, | |
| "peak_reserved_bytes": 15902703616, | |
| "phase_seconds": { | |
| "language_model": 0.018916576385498048, | |
| "diffusion_sampling": 1.5634296875 | |
| } | |
| } | |
| ], | |
| "atom_attention_comparison": [ | |
| { | |
| "protein": "ubiquitin", | |
| "length": 76, | |
| "rmsd_dense_seed0_vs_windowed_seed0": 0.3160745869417739, | |
| "rmsd_dense_seed0_vs_dense_seed1": 0.5446246713289298, | |
| "rmsd_windowed_seed0_vs_windowed_seed1": 0.4670902113241117 | |
| }, | |
| { | |
| "protein": "t4_lysozyme", | |
| "length": 163, | |
| "rmsd_dense_seed0_vs_windowed_seed0": 0.22335862260764486, | |
| "rmsd_dense_seed0_vs_dense_seed1": 0.21499337720307155, | |
| "rmsd_windowed_seed0_vs_windowed_seed1": 0.15805422379624756 | |
| }, | |
| { | |
| "protein": "gfp", | |
| "length": 238, | |
| "rmsd_dense_seed0_vs_windowed_seed0": 0.7515473638478966, | |
| "rmsd_dense_seed0_vs_dense_seed1": 1.49142555750865, | |
| "rmsd_windowed_seed0_vs_windowed_seed1": 1.809103458805594 | |
| } | |
| ] | |
| }, | |
| { | |
| "status": "ok", | |
| "label": "fastplms-esmfold2_300-windowed-unchunked", | |
| "implementation": "fastplms", | |
| "repo": "Synthyra/ESMFold2-300", | |
| "revision": "a38a62ae930d157484b331c2bf4241684573adba", | |
| "atom_attention": "windowed", | |
| "chunk_size": null, | |
| "settings": { | |
| "num_loops": 3, | |
| "num_sampling_steps": 50, | |
| "num_diffusion_samples": 1, | |
| "max_inference_sigma": 256.0 | |
| }, | |
| "gpu": "NVIDIA H100 80GB HBM3", | |
| "torch": "2.13.0+cu130", | |
| "load_seconds": 6.93025978799983, | |
| "weights_bytes": 1378536448, | |
| "lengths": [ | |
| { | |
| "length": 64, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.6420386509998934, | |
| 0.6177964000000884 | |
| ], | |
| "median_seconds": 0.6299175254999909, | |
| "residues_per_second": 101.60060231567715, | |
| "static_bytes": 1412889600, | |
| "peak_allocated_bytes": 1547518464, | |
| "peak_reserved_bytes": 1581252608, | |
| "phase_seconds": { | |
| "language_model": 0.019601472854614256, | |
| "diffusion_sampling": 0.5241182861328125 | |
| } | |
| }, | |
| { | |
| "length": 128, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.7332866700000977, | |
| 0.6823279389998333 | |
| ], | |
| "median_seconds": 0.7078073044999655, | |
| "residues_per_second": 180.84017950397717, | |
| "static_bytes": 1413626880, | |
| "peak_allocated_bytes": 1695520256, | |
| "peak_reserved_bytes": 1744830464, | |
| "phase_seconds": { | |
| "language_model": 0.01837177658081055, | |
| "diffusion_sampling": 0.5182318115234374 | |
| } | |
| }, | |
| { | |
| "length": 256, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 0.9704897729998265, | |
| 0.9413749420000386 | |
| ], | |
| "median_seconds": 0.9559323574999326, | |
| "residues_per_second": 267.8013752662599, | |
| "static_bytes": 1415101440, | |
| "peak_allocated_bytes": 2267958784, | |
| "peak_reserved_bytes": 2537553920, | |
| "phase_seconds": { | |
| "language_model": 0.019218496322631836, | |
| "diffusion_sampling": 0.5127119750976562 | |
| } | |
| }, | |
| { | |
| "length": 384, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 1.501012252999999, | |
| 1.4262268459999632 | |
| ], | |
| "median_seconds": 1.463619549499981, | |
| "residues_per_second": 262.36326245518285, | |
| "static_bytes": 1416576000, | |
| "peak_allocated_bytes": 3209515520, | |
| "peak_reserved_bytes": 3844079616, | |
| "phase_seconds": { | |
| "language_model": 0.019792896270751953, | |
| "diffusion_sampling": 0.4981151123046875 | |
| } | |
| }, | |
| { | |
| "length": 512, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 2.225080981000019, | |
| 2.1876427930001228 | |
| ], | |
| "median_seconds": 2.206361887000071, | |
| "residues_per_second": 232.05622024959476, | |
| "static_bytes": 1418050560, | |
| "peak_allocated_bytes": 4520921600, | |
| "peak_reserved_bytes": 5425332224, | |
| "phase_seconds": { | |
| "language_model": 0.019299583435058595, | |
| "diffusion_sampling": 0.5200664672851563 | |
| } | |
| }, | |
| { | |
| "length": 768, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 5.801848607000011, | |
| 5.623493416999963 | |
| ], | |
| "median_seconds": 5.712671011999987, | |
| "residues_per_second": 134.43798853229003, | |
| "static_bytes": 1420999680, | |
| "peak_allocated_bytes": 8324578816, | |
| "peak_reserved_bytes": 10292822016, | |
| "phase_seconds": { | |
| "language_model": 0.020100351333618163, | |
| "diffusion_sampling": 0.7990032348632813 | |
| } | |
| }, | |
| { | |
| "length": 1024, | |
| "status": "ok", | |
| "single_pass": false, | |
| "seconds": [ | |
| 10.459831014999963, | |
| 10.403595537000001 | |
| ], | |
| "median_seconds": 10.431713275999982, | |
| "residues_per_second": 98.16220719523558, | |
| "static_bytes": 1423948800, | |
| "peak_allocated_bytes": 13650412032, | |
| "peak_reserved_bytes": 17121148928, | |
| "phase_seconds": { | |
| "language_model": 0.018861536026000977, | |
| "diffusion_sampling": 1.168448974609375 | |
| } | |
| }, | |
| { | |
| "length": 2048, | |
| "status": "ok", | |
| "single_pass": true, | |
| "seconds": [ | |
| 40.287960447 | |
| ], | |
| "median_seconds": 40.287960447, | |
| "residues_per_second": 50.83404514095977, | |
| "static_bytes": 1423948800, | |
| "peak_allocated_bytes": 50064497664, | |
| "peak_reserved_bytes": 63851986944, | |
| "phase_seconds": { | |
| "language_model": 0.10339769744873047, | |
| "diffusion_sampling": 3.28558935546875 | |
| }, | |
| "run": "20260921T183419-fold-bench-long-1563df15" | |
| } | |
| ] | |
| }, | |
| { | |
| "status": "ok", | |
| "label": "fastplms-esmfold2-windowed-chunk512", | |
| "implementation": "fastplms", | |
| "repo": "Synthyra/ESMFold2", | |
| "revision": "cd5a0927cec585a778d983b99a8db23d2e9b281e", | |
| "atom_attention": "windowed", | |
| "chunk_size": 512, | |
| "settings": { | |
| "num_loops": 3, | |
| "num_sampling_steps": 50, | |
| "num_diffusion_samples": 1, | |
| "max_inference_sigma": 256.0 | |
| }, | |
| "gpu": "NVIDIA H100 80GB HBM3", | |
| "torch": "2.13.0+cu130", | |
| "load_seconds": 11.172538067000005, | |
| "weights_bytes": 13748721152, | |
| "lengths": [ | |
| { | |
| "length": 2048, | |
| "status": "ok", | |
| "single_pass": true, | |
| "seconds": [ | |
| 138.969890121 | |
| ], | |
| "median_seconds": 138.969890121, | |
| "residues_per_second": 14.73700524780456, | |
| "static_bytes": 13748721152, | |
| "peak_allocated_bytes": 69930544128, | |
| "peak_reserved_bytes": 80388030464, | |
| "phase_seconds": { | |
| "language_model": 0.43021337890625, | |
| "trunk_loop": 130.3764296875, | |
| "coda": 1.149343017578125, | |
| "diffusion_sampling": 3.523469482421875, | |
| "confidence": 2.388107421875 | |
| } | |
| } | |
| ], | |
| "run": "20260921T183419-fold-bench-long-1563df15" | |
| } | |
| ] | |
| } | |