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{ | |
"task": { | |
"id": "convergent_enzymes_classification", | |
"display_name": "Convergent Enzymes Classification", | |
"description": "Evaluate on convergent enzymes classification task, where convergent enzymes are proteins with the same EC number but without blastp hits against each other", | |
"modality": "protein", | |
"type": "classification", | |
"datasets": [ | |
{ | |
"path": "tattabio/convergent_enzymes", | |
"revision": "37f75609f54de2bc0911ccb72faf1c2f5a4285aa" | |
} | |
], | |
"primary_metric_id": "f1" | |
}, | |
"model": { | |
"hf_name": "hugohrban/progen2-large", | |
"revision": "...", | |
"num_layers": 32, | |
"num_params": 2779356160, | |
"embed_dim": 2560 | |
}, | |
"dgeb_version": "0.0.0", | |
"results": [ | |
{ | |
"layer_number": 16, | |
"layer_display_name": "16", | |
"metrics": [ | |
{ | |
"id": "accuracy", | |
"display_name": "accuracy", | |
"description": null, | |
"value": 0.1875 | |
}, | |
{ | |
"id": "f1", | |
"display_name": "f1", | |
"description": null, | |
"value": 0.15337499999999998 | |
} | |
] | |
}, | |
{ | |
"layer_number": 31, | |
"layer_display_name": "31", | |
"metrics": [ | |
{ | |
"id": "accuracy", | |
"display_name": "accuracy", | |
"description": null, | |
"value": 0.14 | |
}, | |
{ | |
"id": "f1", | |
"display_name": "f1", | |
"description": null, | |
"value": 0.10284722222222221 | |
} | |
] | |
} | |
] | |
} | |