Fix slurm execution, add temoporary debug pipeline script for quick testing...

Fix slurm execution, add temoporary debug pipeline script for quick testing (still takes 20mins :)) )

scripts/configs/DCM/10bins.json

-{
-    "file_names": {
-        "training": "/lustre/cbm/users/tfic/pid_plain_trees/trees/train/analysis_plain_ttree.root",
-        "test": "/lustre/cbm/users/tfic/pid_plain_trees/trees/validate/analysis_plain_ttree.root"
-    },
-    "var_names": {
-        "momentum": "Complex_p",
-        "charge": "Complex_q",
-        "mass2": "Complex_mass2",
-        "pid": "Complex_pid"
-    },
-    "vars_to_draw": [
-        "Complex_mass2",
-        "Complex_p"
-    ],
-    "features_for_train": [
-        "Complex_pT",
-        "Complex_mass2",
-        "Complex_n_hits_trd",
-        "Complex_e_loss_0",
-        "Complex_e_loss_1",
-        "Complex_e_loss_2",
-        "Complex_e_loss_3",
-        "Complex_vtx_chi2",
-        "Complex_chi2_ov_ndf_vtx",
-        "Complex_chi2_ov_ndf_trd",
-        "Complex_M"
-    ],
-    "cuts": {
-        "Complex_mass2": {
-            "lower": -1.0,
-            "upper": 2.0
-        },
-        "Complex_pT": {
-            "lower": 0.0,
-            "upper": 2.0
-        },
-        "Complex_p": {
-            "lower": -12.0,
-            "upper": 12.0
-        },
-        "Complex_eta": {
-            "lower": 0.0,
-            "upper": 6.0
-        }
-    },
-    "hyper_params": {
-        "values": {
-            "n_estimators": 776,
-            "max_depth": 7,
-            "learning_rate": 0.08112714035375232,
-            "gamma": 9,
-            "subsample": 0.71582,
-            "alpha": 17
-        },
-        "ranges": {
-            "n_estimators": [
-                300,
-                1200
-            ],
-            "max_depth": [
-                2,
-                8
-            ],
-            "learning_rate": [
-                0.01,
-                0.1
-            ],
-            "gamma": [
-                0,
-                10
-            ],
-            "subsample": [
-                0.3,
-                0.9
-            ],
-            "alpha": [
-                0,
-                20
-            ]
-        }
-    },
-    "bins": [
-        0.013909902337240055,
-        1.1882912607191654,
-        1.4851481804511315,
-        1.7604143725972687,
-        2.0431516134833427,
-        2.3525949053929613,
-        2.70833153379191,
-        3.144796421193885,
-        3.7330316230304086,
-        4.691929802443221,
-        12.0
-    ]
-}
\ No newline at end of file