|
{ |
|
"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", |
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"type": "classification", |
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"datasets": [ |
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{ |
|
"path": "tattabio/convergent_enzymes", |
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"revision": "37f75609f54de2bc0911ccb72faf1c2f5a4285aa" |
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} |
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], |
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"primary_metric_id": "f1" |
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}, |
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"model": { |
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"hf_name": "hugohrban/progen2-xlarge", |
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"revision": "...", |
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"num_layers": 32, |
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"num_params": 6443638816, |
|
"embed_dim": 4096 |
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}, |
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"dgeb_version": "0.0.0", |
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"results": [ |
|
{ |
|
"layer_number": 16, |
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"layer_display_name": "16", |
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"metrics": [ |
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{ |
|
"id": "accuracy", |
|
"display_name": "accuracy", |
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"description": null, |
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"value": 0.1875 |
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}, |
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{ |
|
"id": "f1", |
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"display_name": "f1", |
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"description": null, |
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"value": 0.14842261904761905 |
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} |
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] |
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}, |
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{ |
|
"layer_number": 31, |
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"layer_display_name": "31", |
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"metrics": [ |
|
{ |
|
"id": "accuracy", |
|
"display_name": "accuracy", |
|
"description": null, |
|
"value": 0.1475 |
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}, |
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{ |
|
"id": "f1", |
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"display_name": "f1", |
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"description": null, |
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"value": 0.11108333333333334 |
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} |
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] |
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} |
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] |
|
} |
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|