xenium_skin_mixed/sample13/log/Acacb.log

format	spacetravlr_training_log	v1
gene	Acacb
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	589	0.789897	0.000001	100	false	10	0.000008	0.000006
1	752	589	0.426493	0.000054	100	false	10	0.000393	0.000101
2	4234	589	0.723688	0.006401	100	false	10	0.009773	0.005691
3	3435	589	0.604418	0.000790	100	false	10	0.002240	0.001182
4	77	589	0.224712	0.000001	100	false	10	0.000007	0.000005
5	220	589	0.955819	0.000002	100	false	10	0.000006	0.000004
6	2395	589	0.321172	0.000037	100	false	10	0.000047	0.000045
7	14	589	0.000000	0.000000	1	true	10	0.000000	0.000000
8	534	589	0.923983	0.000320	100	false	10	0.000499	0.000396
9	232	589	0.426634	0.000009	100	false	10	0.000014	0.000012
10	108	589	0.728426	0.000012	100	false	10	0.000450	0.000074

# cnn_mse_by_epoch: cluster_id, epoch, train_mse
cluster_id	epoch	train_mse
0	0	0.000008
0	1	0.000008
0	2	0.000007
0	3	0.000007
0	4	0.000007
0	5	0.000007
0	6	0.000007
0	7	0.000007
0	8	0.000006
0	9	0.000006
1	0	0.000393
1	1	0.000203
1	2	0.000110
1	3	0.000105
1	4	0.000139
1	5	0.000167
1	6	0.000171
1	7	0.000154
1	8	0.000127
1	9	0.000101
2	0	0.009773
2	1	0.008153
2	2	0.007265
2	3	0.006953
2	4	0.006935
2	5	0.006925
2	6	0.006776
2	7	0.006477
2	8	0.006088
2	9	0.005691
3	0	0.002240
3	1	0.001899
3	2	0.001634
3	3	0.001441
3	4	0.001310
3	5	0.001228
3	6	0.001185
3	7	0.001169
3	8	0.001171
3	9	0.001182
4	0	0.000007
4	1	0.000007
4	2	0.000006
4	3	0.000006
4	4	0.000006
4	5	0.000006
4	6	0.000005
4	7	0.000005
4	8	0.000005
4	9	0.000005
5	0	0.000006
5	1	0.000006
5	2	0.000006
5	3	0.000005
5	4	0.000005
5	5	0.000005
5	6	0.000005
5	7	0.000005
5	8	0.000004
5	9	0.000004
6	0	0.000047
6	1	0.000046
6	2	0.000046
6	3	0.000046
6	4	0.000046
6	5	0.000046
6	6	0.000046
6	7	0.000045
6	8	0.000045
6	9	0.000045
7	0	0.000000
7	1	0.000000
7	2	0.000000
7	3	0.000000
7	4	0.000000
7	5	0.000000
7	6	0.000000
7	7	0.000000
7	8	0.000000
7	9	0.000000
8	0	0.000499
8	1	0.000483
8	2	0.000468
8	3	0.000455
8	4	0.000442
8	5	0.000430
8	6	0.000420
8	7	0.000411
8	8	0.000403
8	9	0.000396
9	0	0.000014
9	1	0.000014
9	2	0.000014
9	3	0.000013
9	4	0.000013
9	5	0.000013
9	6	0.000013
9	7	0.000012
9	8	0.000012
9	9	0.000012
10	0	0.000450
10	1	0.000366
10	2	0.000292
10	3	0.000230
10	4	0.000179
10	5	0.000140
10	6	0.000111
10	7	0.000092
10	8	0.000080
10	9	0.000074