xenium_skin_mixed/sample13/log/Ace.log

format	spacetravlr_training_log	v1
gene	Ace
seed_only	false
per_cell_cnn_export	true
cnn_epochs_config	10
learning_rate	0.0002
lasso_n_iter_max	100
lasso_tol	0.0001

# summary: cluster_id, n_cells, n_modulators, lasso_r2, lasso_train_mse, lasso_fista_iters, lasso_converged, cnn_epochs_ran, cnn_mse_first, cnn_mse_last
cluster_id	n_cells	n_modulators	lasso_r2	lasso_train_mse	lasso_fista_iters	lasso_converged	cnn_epochs_ran	cnn_mse_first	cnn_mse_last
0	263	676	0.835463	0.000108	100	false	10	0.000207	0.000124
1	752	676	0.904629	0.001171	100	false	10	0.008085	0.002496
2	4234	676	0.595973	0.000008	100	false	10	0.000100	0.000023
3	3435	676	0.925223	0.005403	100	false	10	0.008572	0.005983
4	77	676	0.561153	0.000000	100	false	10	0.000000	0.000000
5	220	676	0.932704	0.000199	100	false	10	0.001696	0.000417
6	2395	676	0.780159	0.000915	100	false	10	0.001830	0.001151
7	14	676	0.499856	0.000006	100	false	10	0.000180	0.000010
8	534	676	0.939262	0.000207	100	false	10	0.000329	0.000222
9	232	676	0.374465	0.000009	100	false	10	0.000009	0.000009
10	108	676	0.858770	0.000020	100	false	10	0.001120	0.000151

# cnn_mse_by_epoch: cluster_id, epoch, train_mse
cluster_id	epoch	train_mse
0	0	0.000207
0	1	0.000159
0	2	0.000134
0	3	0.000129
0	4	0.000132
0	5	0.000137
0	6	0.000139
0	7	0.000136
0	8	0.000131
0	9	0.000124
1	0	0.008085
1	1	0.005703
1	2	0.003967
1	3	0.002772
1	4	0.002085
1	5	0.001846
1	6	0.001929
1	7	0.002167
1	8	0.002395
1	9	0.002496
2	0	0.000100
2	1	0.000088
2	2	0.000077
2	3	0.000067
2	4	0.000057
2	5	0.000049
2	6	0.000041
2	7	0.000034
2	8	0.000028
2	9	0.000023
3	0	0.008572
3	1	0.007229
3	2	0.006461
3	3	0.006199
3	4	0.006266
3	5	0.006411
3	6	0.006453
3	7	0.006356
3	8	0.006175
3	9	0.005983
4	0	0.000000
4	1	0.000000
4	2	0.000000
4	3	0.000000
4	4	0.000000
4	5	0.000000
4	6	0.000000
4	7	0.000000
4	8	0.000000
4	9	0.000000
5	0	0.001696
5	1	0.001469
5	2	0.001263
5	3	0.001079
5	4	0.000917
5	5	0.000777
5	6	0.000658
5	7	0.000560
5	8	0.000480
5	9	0.000417
6	0	0.001830
6	1	0.001523
6	2	0.001307
6	3	0.001177
6	4	0.001121
6	5	0.001118
6	6	0.001138
6	7	0.001158
6	8	0.001164
6	9	0.001151
7	0	0.000180
7	1	0.000139
7	2	0.000103
7	3	0.000073
7	4	0.000049
7	5	0.000031
7	6	0.000019
7	7	0.000012
7	8	0.000009
7	9	0.000010
8	0	0.000329
8	1	0.000296
8	2	0.000277
8	3	0.000267
8	4	0.000258
8	5	0.000250
8	6	0.000241
8	7	0.000233
8	8	0.000227
8	9	0.000222
9	0	0.000009
9	1	0.000009
9	2	0.000009
9	3	0.000009
9	4	0.000009
9	5	0.000009
9	6	0.000009
9	7	0.000009
9	8	0.000009
9	9	0.000009
10	0	0.001120
10	1	0.000825
10	2	0.000587
10	3	0.000404
10	4	0.000275
10	5	0.000194
10	6	0.000152
10	7	0.000139
10	8	0.000142
10	9	0.000151