factorized-resource-paper-data / assays /resource_dense_l8_s53_5M.json
miguelcsx's picture
complete factorized resource substitution v1
d90f53e verified
Raw
History Blame Contribute Delete
3.12 kB
{
"amendment_sha256": "0092edce8ea5b7d3381391deaa51a6836ba24b73c4923352f8c6de8846df5157",
"attention_layers": 8,
"checkpoint": "runs/resource_dense_l8_s53/chck_5M",
"checkpoint_words": 5000000,
"code_commit": "f259099d883f7d15d2d5bb1d227907f568f4a312",
"code_dirty": false,
"competence": 0.5342122301180845,
"component_margin_mean": {
"brown_class": 0.22284485614655125,
"brown_prefix": 0.24498252502235118,
"depth": -0.0951384923248784,
"parent_selection": 0.04293734361403976,
"ppmi_neighbor": 0.3568392136303373,
"tree_distance": 0.002766681387146547
},
"component_metrics": {
"brown_class": {
"crossfit_accuracy": 0.563818453980353,
"fold_accuracy": [
0.5327102803738317,
0.6274509803921569,
0.5233644859813084,
0.6074766355140186,
0.5280898876404494
],
"items": 512
},
"brown_prefix": {
"crossfit_accuracy": 0.5513613769695299,
"fold_accuracy": [
0.5102040816326531,
0.5631067961165048,
0.5714285714285714,
0.5816326530612245,
0.5304347826086957
],
"items": 512
},
"depth": {
"crossfit_accuracy": 0.4837699154289636,
"fold_accuracy": [
0.5522388059701493,
0.4032258064516129,
0.5789473684210527,
0.5454545454545454,
0.3389830508474576
],
"items": 341
},
"parent_selection": {
"crossfit_accuracy": 0.5256575396122746,
"fold_accuracy": [
0.527027027027027,
0.6521739130434783,
0.5,
0.48333333333333334,
0.4657534246575342
],
"items": 342
},
"ppmi_neighbor": {
"crossfit_accuracy": 0.58493543758967,
"fold_accuracy": [
0.5658536585365853,
0.6048780487804878,
0.5170731707317073,
0.6780487804878049,
0.5588235294117647
],
"items": 1024
},
"tree_distance": {
"crossfit_accuracy": 0.49573065712771597,
"fold_accuracy": [
0.40625,
0.5405405405405406,
0.4444444444444444,
0.5735294117647058,
0.5138888888888888
],
"items": 341
}
},
"components": {
"brown_class": 0.563818453980353,
"brown_prefix": 0.5513613769695299,
"depth": 0.4837699154289636,
"parent_selection": 0.5256575396122746,
"ppmi_neighbor": 0.58493543758967,
"tree_distance": 0.49573065712771597
},
"device": "cuda:0",
"equal_compute_claim_permitted": false,
"geometry": "dense",
"items_sha256": "0517ba2a8b7966698f08f7d2fb7742b40bbb9b2855f35111cb69f3533a7a5b25",
"model_sha256": "c3ac15756a42d86ab72b2035079f9017ee640a6029a1a96a7c0f0beb003fbdd7",
"parameters": 24603353,
"protocol_sha256": "1897bb5a70f87dd9e173486f0a137a57b5be2cb159cf4324b7cd95117d928cd7",
"python_version": "3.12.3",
"schema_version": 1,
"seed": 53,
"status": "complete",
"study_id": "factorized_resource_substitution_v1",
"torch_version": "2.6.0+rocm6.2.4",
"trainable_parameters": 24382361,
"unique_contexts": 498,
"variant": "resource_dense_l8_s53"
}