factorized-resource-paper-data / assays /resource_dense_l8_s53_10M.json
miguelcsx's picture
complete factorized resource substitution v1
d90f53e verified
Raw
History Blame Contribute Delete
3.13 kB
{
"amendment_sha256": "0092edce8ea5b7d3381391deaa51a6836ba24b73c4923352f8c6de8846df5157",
"attention_layers": 8,
"checkpoint": "runs/resource_dense_l8_s53/chck_10M",
"checkpoint_words": 10000000,
"code_commit": "f259099d883f7d15d2d5bb1d227907f568f4a312",
"code_dirty": false,
"competence": 0.5534828030021588,
"component_margin_mean": {
"brown_class": 0.3125002946536597,
"brown_prefix": 0.24431853525311453,
"depth": -0.01646332188695123,
"parent_selection": 0.0121666166062701,
"ppmi_neighbor": 0.5000482740181269,
"tree_distance": 0.06648911467734232
},
"component_metrics": {
"brown_class": {
"crossfit_accuracy": 0.5830122325103516,
"fold_accuracy": [
0.5700934579439252,
0.5980392156862745,
0.5327102803738317,
0.6074766355140186,
0.6067415730337079
],
"items": 512
},
"brown_prefix": {
"crossfit_accuracy": 0.5642141263428124,
"fold_accuracy": [
0.5510204081632653,
0.5922330097087378,
0.6428571428571429,
0.5306122448979592,
0.5043478260869565
],
"items": 512
},
"depth": {
"crossfit_accuracy": 0.4811353816132805,
"fold_accuracy": [
0.5671641791044776,
0.3387096774193548,
0.5526315789473685,
0.5064935064935064,
0.4406779661016949
],
"items": 341
},
"parent_selection": {
"crossfit_accuracy": 0.5176458921426164,
"fold_accuracy": [
0.5405405405405406,
0.5362318840579711,
0.42424242424242425,
0.5666666666666667,
0.5205479452054794
],
"items": 342
},
"ppmi_neighbor": {
"crossfit_accuracy": 0.6464705882352941,
"fold_accuracy": [
0.6878048780487804,
0.6585365853658537,
0.5853658536585366,
0.6682926829268293,
0.6323529411764706
],
"items": 1024
},
"tree_distance": {
"crossfit_accuracy": 0.5284185971685973,
"fold_accuracy": [
0.53125,
0.581081081081081,
0.5714285714285714,
0.5,
0.4583333333333333
],
"items": 341
}
},
"components": {
"brown_class": 0.5830122325103516,
"brown_prefix": 0.5642141263428124,
"depth": 0.4811353816132805,
"parent_selection": 0.5176458921426164,
"ppmi_neighbor": 0.6464705882352941,
"tree_distance": 0.5284185971685973
},
"device": "cuda:0",
"equal_compute_claim_permitted": false,
"geometry": "dense",
"items_sha256": "0517ba2a8b7966698f08f7d2fb7742b40bbb9b2855f35111cb69f3533a7a5b25",
"model_sha256": "34f4007fb77a156c5eccf229302abaf57882be81e42c170efd85f9fd287cf291",
"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"
}