epiplexity_code_1e17_v0 / scale_results.json
alexkstern's picture
scale 1e17 done (1/1)
4f16b32 verified
Raw
History Blame Contribute Delete
3.72 kB
[
{
"scale_label": "1e17",
"best_cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.012,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.35
},
"best_value": 0.8514144989015371,
"n_trials": 12,
"all_trials": [
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 8,
"matrix_lr": 0.03,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.4
},
"value": 0.9427201077211329,
"note": "baseline (warm-start from prior scale)"
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.03,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.4
},
"value": 0.8644734973437793,
"note": null
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 4,
"matrix_lr": 0.03,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.4
},
"value": 0.8796142617755859,
"note": null
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.01,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.4
},
"value": 0.855914794632743,
"note": null
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.003,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.4
},
"value": 0.9168695430147942,
"note": null
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.02,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.4
},
"value": 0.8546455830495197,
"note": null
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.015,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.4
},
"value": 0.8519772268389574,
"note": null
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.015,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.6
},
"value": 0.8555992013822545,
"note": null
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.015,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.3
},
"value": 0.852150737650948,
"note": null
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.015,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.2
},
"value": 0.8537460186091574,
"note": null
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.012,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.4
},
"value": 0.8514492010639352,
"note": null
},
{
"cfg": {
"embedding_lr": 0.3,
"grad_clip": 1.0,
"depth": 6,
"matrix_lr": 0.012,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.35
},
"value": 0.8514144989015371,
"note": null
}
],
"save_path": "outputs/epiplexity_code_1e17_v0/tuner_1e17.json"
}
]