Download results/validation/training.json from ChatterjeeLab/PIVOT: direct link, hf CLI and curl.
- Browser
- Download file 1.16 kB
-
https://huggingface.co/ChatterjeeLab/PIVOT/resolve/main/results/validation/training.json
- Command line
-
hf download hf://ChatterjeeLab/PIVOT/results/validation/training.json
-
curl -L -o training.json https://huggingface.co/ChatterjeeLab/PIVOT/resolve/main/results/validation/training.json
1.16 kB
| { | |
| "protocol": "split-first-v1", | |
| "config": { | |
| "d_pert": 16, | |
| "hidden": 64, | |
| "depth": 2, | |
| "epochs": 2, | |
| "batch_size": 64, | |
| "lr": 0.001, | |
| "weight_decay": 1e-05, | |
| "lam_tan": 1.0, | |
| "lam_semi": 0.5, | |
| "lam_reg": 0.0001, | |
| "lam_dist": 0.0, | |
| "n_dist_perts": 4, | |
| "dist_n": 64, | |
| "grad_clip": 5.0, | |
| "match": "random", | |
| "rep_mode": "gene_op", | |
| "seed": 0, | |
| "device": "cpu", | |
| "threads": 4, | |
| "endpoint_weight": 0.0 | |
| }, | |
| "history": [ | |
| { | |
| "epoch": 0, | |
| "validation_mse": 0.15263483114540577, | |
| "map": 3.9591146111488342, | |
| "tan": 24.06910252571106, | |
| "semi": 2.5752618526553306e-06, | |
| "reg": 0.010355364764109254, | |
| "total": 28.028218746185303 | |
| }, | |
| { | |
| "epoch": 1, | |
| "validation_mse": 0.14963708445429802, | |
| "map": 3.667565017938614, | |
| "tan": 23.406102418899536, | |
| "semi": 1.3794184610560478e-05, | |
| "reg": 0.01302928978111595, | |
| "total": 27.073675632476807 | |
| } | |
| ], | |
| "duration_s": 0.0614291250021779, | |
| "n_train_cells": 504, | |
| "n_parameters": 8602, | |
| "software": { | |
| "python": "3.12.14", | |
| "torch": "2.14.0+cpu", | |
| "numpy": "2.3.5" | |
| } | |
| } |