diff --git a/RML2016a/dataset_dict.json b/RML2016a/dataset_dict.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5bb6b72c9acdab7146ac17fc4a44f7c4a6c71ed
--- /dev/null
+++ b/RML2016a/dataset_dict.json
@@ -0,0 +1 @@
+{"splits": ["train", "val", "test"]}
\ No newline at end of file
diff --git a/RML2016a/test/data-00000-of-00001.arrow b/RML2016a/test/data-00000-of-00001.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..533dda715b2f27b18e536fbc99bfb308d1971cba
--- /dev/null
+++ b/RML2016a/test/data-00000-of-00001.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ccb3b1dc19371968722016f50c277dd31cb07cf3b04376131a677c878664a8fe
+size 47352840
diff --git a/RML2016a/test/dataset_info.json b/RML2016a/test/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..c67bca517519442ee1d748b9e49b5c6df87257bc
--- /dev/null
+++ b/RML2016a/test/dataset_info.json
@@ -0,0 +1,59 @@
+{
+  "builder_name": "generator",
+  "citation": "",
+  "config_name": "default",
+  "dataset_name": "generator",
+  "dataset_size": 47328000,
+  "description": "",
+  "download_checksums": {},
+  "download_size": 0,
+  "features": {
+    "target": {
+      "feature": {
+        "feature": {
+          "dtype": "float32",
+          "_type": "Value"
+        },
+        "_type": "Sequence"
+      },
+      "_type": "Sequence"
+    },
+    "label": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "mod": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "snr": {
+      "dtype": "float32",
+      "_type": "Value"
+    },
+    "dataset": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "length": {
+      "dtype": "int32",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "size_in_bytes": 47328000,
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 47328000,
+      "num_examples": 44000,
+      "dataset_name": "generator"
+    }
+  },
+  "version": {
+    "version_str": "0.0.0",
+    "major": 0,
+    "minor": 0,
+    "patch": 0
+  }
+}
\ No newline at end of file
diff --git a/RML2016a/test/state.json b/RML2016a/test/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b974f8fbc049baca15655d93612b986e3f9bf9e
--- /dev/null
+++ b/RML2016a/test/state.json
@@ -0,0 +1,13 @@
+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "99887db602074809",
+  "_format_columns": null,
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": "train"
+}
\ No newline at end of file
diff --git a/RML2016a/train/data-00000-of-00001.arrow b/RML2016a/train/data-00000-of-00001.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..b9291c9e0eb5e66cda7116a99b5e1e17e655c3f5
--- /dev/null
+++ b/RML2016a/train/data-00000-of-00001.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:998a3c975522260917e72a8570abab5344da6a76b606619bc2511790cc216bdb
+size 142056712
diff --git a/RML2016a/train/dataset_info.json b/RML2016a/train/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd1e1f2b34e7eb66d977ba4341b056e9bf05de3a
--- /dev/null
+++ b/RML2016a/train/dataset_info.json
@@ -0,0 +1,59 @@
+{
+  "builder_name": "generator",
+  "citation": "",
+  "config_name": "default",
+  "dataset_name": "generator",
+  "dataset_size": 141984000,
+  "description": "",
+  "download_checksums": {},
+  "download_size": 0,
+  "features": {
+    "target": {
+      "feature": {
+        "feature": {
+          "dtype": "float32",
+          "_type": "Value"
+        },
+        "_type": "Sequence"
+      },
+      "_type": "Sequence"
+    },
+    "label": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "mod": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "snr": {
+      "dtype": "float32",
+      "_type": "Value"
+    },
+    "dataset": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "length": {
+      "dtype": "int32",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "size_in_bytes": 141984000,
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 141984000,
+      "num_examples": 132000,
+      "dataset_name": "generator"
+    }
+  },
+  "version": {
+    "version_str": "0.0.0",
+    "major": 0,
+    "minor": 0,
+    "patch": 0
+  }
+}
\ No newline at end of file
diff --git a/RML2016a/train/state.json b/RML2016a/train/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f54b9b178e2c0e09ba3f96362f768d80b8a9e22
--- /dev/null
+++ b/RML2016a/train/state.json
@@ -0,0 +1,13 @@
+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "7d9c55b58c46cc96",
+  "_format_columns": null,
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": "train"
+}
\ No newline at end of file
diff --git a/RML2016a/val/data-00000-of-00001.arrow b/RML2016a/val/data-00000-of-00001.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..18eaf7f36a42c655c9c5e94c79fb7901813ce306
--- /dev/null
+++ b/RML2016a/val/data-00000-of-00001.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72ec122244945d7ce87332085cba5917c9f684c14f0e78236c5506ec238ec7b5
+size 47352840
diff --git a/RML2016a/val/dataset_info.json b/RML2016a/val/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..c67bca517519442ee1d748b9e49b5c6df87257bc
--- /dev/null
+++ b/RML2016a/val/dataset_info.json
@@ -0,0 +1,59 @@
+{
+  "builder_name": "generator",
+  "citation": "",
+  "config_name": "default",
+  "dataset_name": "generator",
+  "dataset_size": 47328000,
+  "description": "",
+  "download_checksums": {},
+  "download_size": 0,
+  "features": {
+    "target": {
+      "feature": {
+        "feature": {
+          "dtype": "float32",
+          "_type": "Value"
+        },
+        "_type": "Sequence"
+      },
+      "_type": "Sequence"
+    },
+    "label": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "mod": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "snr": {
+      "dtype": "float32",
+      "_type": "Value"
+    },
+    "dataset": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "length": {
+      "dtype": "int32",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "size_in_bytes": 47328000,
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 47328000,
+      "num_examples": 44000,
+      "dataset_name": "generator"
+    }
+  },
+  "version": {
+    "version_str": "0.0.0",
+    "major": 0,
+    "minor": 0,
+    "patch": 0
+  }
+}
\ No newline at end of file
diff --git a/RML2016a/val/state.json b/RML2016a/val/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..713fccd5ed60dfd8f7fc9392ec51deb3a1efa928
--- /dev/null
+++ b/RML2016a/val/state.json
@@ -0,0 +1,13 @@
+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "96541a7babfb11a2",
+  "_format_columns": null,
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": "train"
+}
\ No newline at end of file
diff --git a/RML2016b/dataset_dict.json b/RML2016b/dataset_dict.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5bb6b72c9acdab7146ac17fc4a44f7c4a6c71ed
--- /dev/null
+++ b/RML2016b/dataset_dict.json
@@ -0,0 +1 @@
+{"splits": ["train", "val", "test"]}
\ No newline at end of file
diff --git a/RML2016b/test/data-00000-of-00001.arrow b/RML2016b/test/data-00000-of-00001.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..f4ef149755b805f086b588d952544ecaaac58f8c
--- /dev/null
+++ b/RML2016b/test/data-00000-of-00001.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2cd1b85d2cd903022ca4687dcf36d84f3acfa8b6240a8c57d426b96d9de55c6
+size 258251464
diff --git a/RML2016b/test/dataset_info.json b/RML2016b/test/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..715fc2336ffa19b756e80b8786b9febc40022d1a
--- /dev/null
+++ b/RML2016b/test/dataset_info.json
@@ -0,0 +1,59 @@
+{
+  "builder_name": "generator",
+  "citation": "",
+  "config_name": "default",
+  "dataset_name": "generator",
+  "dataset_size": 258120000,
+  "description": "",
+  "download_checksums": {},
+  "download_size": 0,
+  "features": {
+    "target": {
+      "feature": {
+        "feature": {
+          "dtype": "float32",
+          "_type": "Value"
+        },
+        "_type": "Sequence"
+      },
+      "_type": "Sequence"
+    },
+    "label": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "mod": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "snr": {
+      "dtype": "float32",
+      "_type": "Value"
+    },
+    "dataset": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "length": {
+      "dtype": "int32",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "size_in_bytes": 258120000,
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 258120000,
+      "num_examples": 240000,
+      "dataset_name": "generator"
+    }
+  },
+  "version": {
+    "version_str": "0.0.0",
+    "major": 0,
+    "minor": 0,
+    "patch": 0
+  }
+}
\ No newline at end of file
diff --git a/RML2016b/test/state.json b/RML2016b/test/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..572813554bbb3d9334b9208aaeac8652faca8459
--- /dev/null
+++ b/RML2016b/test/state.json
@@ -0,0 +1,13 @@
+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "cac7b84a45775103",
+  "_format_columns": null,
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": "train"
+}
\ No newline at end of file
diff --git a/RML2016b/train/data-00000-of-00002.arrow b/RML2016b/train/data-00000-of-00002.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..e08fbba62120afaf3e753266df3874219ecade22
--- /dev/null
+++ b/RML2016b/train/data-00000-of-00002.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92bd85c0b73d05d3d484fd5035818695d1e4dfee32a1b264cf693fafba91142d
+size 387412744
diff --git a/RML2016b/train/data-00001-of-00002.arrow b/RML2016b/train/data-00001-of-00002.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..b6a5c8c0969fa8b36847d6b50138ead21437bfd2
--- /dev/null
+++ b/RML2016b/train/data-00001-of-00002.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbc282c434133d171d567cd9ec4830c82c00ec2c77d198be590552f4d62e8d99
+size 387340744
diff --git a/RML2016b/train/dataset_info.json b/RML2016b/train/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..763b2f065ad9433ead000928a498bfa64b7635c3
--- /dev/null
+++ b/RML2016b/train/dataset_info.json
@@ -0,0 +1,63 @@
+{
+  "builder_name": "generator",
+  "citation": "",
+  "config_name": "default",
+  "dataset_name": "generator",
+  "dataset_size": 774360000,
+  "description": "",
+  "download_checksums": {},
+  "download_size": 0,
+  "features": {
+    "target": {
+      "feature": {
+        "feature": {
+          "dtype": "float32",
+          "_type": "Value"
+        },
+        "_type": "Sequence"
+      },
+      "_type": "Sequence"
+    },
+    "label": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "mod": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "snr": {
+      "dtype": "float32",
+      "_type": "Value"
+    },
+    "dataset": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "length": {
+      "dtype": "int32",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "size_in_bytes": 774360000,
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 774360000,
+      "num_examples": 720000,
+      "shard_lengths": [
+        465000,
+        255000
+      ],
+      "dataset_name": "generator"
+    }
+  },
+  "version": {
+    "version_str": "0.0.0",
+    "major": 0,
+    "minor": 0,
+    "patch": 0
+  }
+}
\ No newline at end of file
diff --git a/RML2016b/train/state.json b/RML2016b/train/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..65861d2030028ad6967a22dcdce4ea5e80fedf32
--- /dev/null
+++ b/RML2016b/train/state.json
@@ -0,0 +1,16 @@
+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00002.arrow"
+    },
+    {
+      "filename": "data-00001-of-00002.arrow"
+    }
+  ],
+  "_fingerprint": "55469ef26f777127",
+  "_format_columns": null,
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": "train"
+}
\ No newline at end of file
diff --git a/RML2016b/val/data-00000-of-00001.arrow b/RML2016b/val/data-00000-of-00001.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..a3d1f16683836869005e6cde758564feec5c4403
--- /dev/null
+++ b/RML2016b/val/data-00000-of-00001.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:979f6a659f840bd7481ae0120758f30a6f8e229617cf1aebda0f63fde6998777
+size 258251464
diff --git a/RML2016b/val/dataset_info.json b/RML2016b/val/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..715fc2336ffa19b756e80b8786b9febc40022d1a
--- /dev/null
+++ b/RML2016b/val/dataset_info.json
@@ -0,0 +1,59 @@
+{
+  "builder_name": "generator",
+  "citation": "",
+  "config_name": "default",
+  "dataset_name": "generator",
+  "dataset_size": 258120000,
+  "description": "",
+  "download_checksums": {},
+  "download_size": 0,
+  "features": {
+    "target": {
+      "feature": {
+        "feature": {
+          "dtype": "float32",
+          "_type": "Value"
+        },
+        "_type": "Sequence"
+      },
+      "_type": "Sequence"
+    },
+    "label": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "mod": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "snr": {
+      "dtype": "float32",
+      "_type": "Value"
+    },
+    "dataset": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "length": {
+      "dtype": "int32",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "size_in_bytes": 258120000,
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 258120000,
+      "num_examples": 240000,
+      "dataset_name": "generator"
+    }
+  },
+  "version": {
+    "version_str": "0.0.0",
+    "major": 0,
+    "minor": 0,
+    "patch": 0
+  }
+}
\ No newline at end of file
diff --git a/RML2016b/val/state.json b/RML2016b/val/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed229fa26936b4398ff9082549873f41e481e374
--- /dev/null
+++ b/RML2016b/val/state.json
@@ -0,0 +1,13 @@
+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00001.arrow"
+    }
+  ],
+  "_fingerprint": "ad8cf33a55063b7f",
+  "_format_columns": null,
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": "train"
+}
\ No newline at end of file
diff --git a/RML2018a/dataset_dict.json b/RML2018a/dataset_dict.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5bb6b72c9acdab7146ac17fc4a44f7c4a6c71ed
--- /dev/null
+++ b/RML2018a/dataset_dict.json
@@ -0,0 +1 @@
+{"splits": ["train", "val", "test"]}
\ No newline at end of file
diff --git a/RML2018a/test/data-00000-of-00009.arrow b/RML2018a/test/data-00000-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..deac97650cd7314a9447e0e981450c2e3a61f0f5
--- /dev/null
+++ b/RML2018a/test/data-00000-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a573800a831f3c7aa590b88635d978794eb1a4cee5a111d593d1d9d86835919
+size 468768400
diff --git a/RML2018a/test/data-00001-of-00009.arrow b/RML2018a/test/data-00001-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..151fdb07c170eefb125012cf35aeb6a15c245a95
--- /dev/null
+++ b/RML2018a/test/data-00001-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f067cb7178c86af96c91f7f3052701850193c77107fd1243f71cf400357b3a66
+size 468759112
diff --git a/RML2018a/test/data-00002-of-00009.arrow b/RML2018a/test/data-00002-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..d8e656dc74a799b240af2e01dc10f4085f611263
--- /dev/null
+++ b/RML2018a/test/data-00002-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e197fdf7fc49fe7d180749c22ca9c3687cf2b622e87e1caa0f766156bc7116a
+size 468759552
diff --git a/RML2018a/test/data-00003-of-00009.arrow b/RML2018a/test/data-00003-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..371d007ef55e8f4c4ed1a1ca45630c3cccb6a317
--- /dev/null
+++ b/RML2018a/test/data-00003-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:506a33d9560b7f6a5420dc75f6a0cf77a48f29710cd8f9af02bf899f6de5c94f
+size 468756864
diff --git a/RML2018a/test/data-00004-of-00009.arrow b/RML2018a/test/data-00004-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..6c2d49535c0d27e4b1d55a4d0ea7b5c631dbb753
--- /dev/null
+++ b/RML2018a/test/data-00004-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff87be0238703ea5f5d5c3600eff692a7749c7c8abee053d5293c78c0ec0adc4
+size 468755776
diff --git a/RML2018a/test/data-00005-of-00009.arrow b/RML2018a/test/data-00005-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..45293ccb81573a1f1b312e8a7e1a36ad0183d013
--- /dev/null
+++ b/RML2018a/test/data-00005-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d73ba24c232f963fc6d6f6ff01b4f9110163529bfc6b781791f19b7081eef71b
+size 468755400
diff --git a/RML2018a/test/data-00006-of-00009.arrow b/RML2018a/test/data-00006-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..a39d2a0c92b3a9569430cdd3aca8179e67f4bdb0
--- /dev/null
+++ b/RML2018a/test/data-00006-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa9bbfc26713b1ca2246983c66643c34c9ab841d9a77f4a83d396040b11a1c11
+size 468758264
diff --git a/RML2018a/test/data-00007-of-00009.arrow b/RML2018a/test/data-00007-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..e7aa3647bded3c9b8a523b749fdae3b0c7c4674f
--- /dev/null
+++ b/RML2018a/test/data-00007-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c30df8e81060a3c16fec8337dcddd8602216fcc2ef0d39e40ff4fbde28b65d7
+size 468759872
diff --git a/RML2018a/test/data-00008-of-00009.arrow b/RML2018a/test/data-00008-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..b45aa9e5e46b7c36388e11bb1ccc49bf6d15ec83
--- /dev/null
+++ b/RML2018a/test/data-00008-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:672c4097b409367640d8dfb7b40240c8040413d761719b7b9b2316b63f872339
+size 468760656
diff --git a/RML2018a/test/dataset_info.json b/RML2018a/test/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5ba6210cb9634bd9ea7067ab29db6e67d9ece57
--- /dev/null
+++ b/RML2018a/test/dataset_info.json
@@ -0,0 +1,70 @@
+{
+  "builder_name": "generator",
+  "citation": "",
+  "config_name": "default",
+  "dataset_name": "generator",
+  "dataset_size": 4218545760,
+  "description": "",
+  "download_checksums": {},
+  "download_size": 0,
+  "features": {
+    "target": {
+      "feature": {
+        "feature": {
+          "dtype": "float32",
+          "_type": "Value"
+        },
+        "_type": "Sequence"
+      },
+      "_type": "Sequence"
+    },
+    "label": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "mod": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "snr": {
+      "dtype": "float32",
+      "_type": "Value"
+    },
+    "dataset": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "length": {
+      "dtype": "int32",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "size_in_bytes": 4218545760,
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 4218545760,
+      "num_examples": 511680,
+      "shard_lengths": [
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        23680
+      ],
+      "dataset_name": "generator"
+    }
+  },
+  "version": {
+    "version_str": "0.0.0",
+    "major": 0,
+    "minor": 0,
+    "patch": 0
+  }
+}
\ No newline at end of file
diff --git a/RML2018a/test/state.json b/RML2018a/test/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..d61c586776ce77a09dbc03ae7bb94178cac5815d
--- /dev/null
+++ b/RML2018a/test/state.json
@@ -0,0 +1,37 @@
+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00009.arrow"
+    },
+    {
+      "filename": "data-00001-of-00009.arrow"
+    },
+    {
+      "filename": "data-00002-of-00009.arrow"
+    },
+    {
+      "filename": "data-00003-of-00009.arrow"
+    },
+    {
+      "filename": "data-00004-of-00009.arrow"
+    },
+    {
+      "filename": "data-00005-of-00009.arrow"
+    },
+    {
+      "filename": "data-00006-of-00009.arrow"
+    },
+    {
+      "filename": "data-00007-of-00009.arrow"
+    },
+    {
+      "filename": "data-00008-of-00009.arrow"
+    }
+  ],
+  "_fingerprint": "0eba80ebecb9d629",
+  "_format_columns": null,
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": "train"
+}
\ No newline at end of file
diff --git a/RML2018a/train/data-00000-of-00026.arrow b/RML2018a/train/data-00000-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..3cf24a71201f42b1f88051a1c4d710e8ecbe6bf0
--- /dev/null
+++ b/RML2018a/train/data-00000-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e83f8326663cc91e6ef7f82e147a552e254e2612be8a33817e634c1529448734
+size 486194776
diff --git a/RML2018a/train/data-00001-of-00026.arrow b/RML2018a/train/data-00001-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..6bbfa5d12496de9ccc11e86ad013fe2a92c23c0a
--- /dev/null
+++ b/RML2018a/train/data-00001-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8811e05e71162e8ae48ccccd7337acbb7baa5beb83b0e4e3b48a35e5b81aa571
+size 486194712
diff --git a/RML2018a/train/data-00002-of-00026.arrow b/RML2018a/train/data-00002-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..be0dc919f0f89c578b80a9e083ce8426b94e9adc
--- /dev/null
+++ b/RML2018a/train/data-00002-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22e53d5b23b8493f846c57f27b8c5d7a85e57e29c732de323c486415a15b4085
+size 486194712
diff --git a/RML2018a/train/data-00003-of-00026.arrow b/RML2018a/train/data-00003-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..02aa8ffae4a5dc2433d766663b01a22f41c8cec1
--- /dev/null
+++ b/RML2018a/train/data-00003-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12743186d315c72c76c14e166ab114146075675e72bf2053b859dab1c1166101
+size 486194712
diff --git a/RML2018a/train/data-00004-of-00026.arrow b/RML2018a/train/data-00004-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..100872bf63a6de17eb14331890af9d4d1e263543
--- /dev/null
+++ b/RML2018a/train/data-00004-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e31b106dd708c303a829cff4730e3327a60045085466c8aeb8d915cb45a220ec
+size 486194712
diff --git a/RML2018a/train/data-00005-of-00026.arrow b/RML2018a/train/data-00005-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..081e65fec5ffa9c042d833087b9480687b966e69
--- /dev/null
+++ b/RML2018a/train/data-00005-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67b2e1365346223146b73ed64cccbaf286344418149e6fa1c33e315d8fbf9efc
+size 486194712
diff --git a/RML2018a/train/data-00006-of-00026.arrow b/RML2018a/train/data-00006-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..ca3500e59340031d3bb5367b12b1c3cfc7dadabd
--- /dev/null
+++ b/RML2018a/train/data-00006-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cbd21fa75bc78c85aa29e8874ff5e7e3f90042a659d572b8d2489a40d3d77fb5
+size 486194712
diff --git a/RML2018a/train/data-00007-of-00026.arrow b/RML2018a/train/data-00007-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..886f1b8abfc34c34f48abc2983c583e8821c8ccd
--- /dev/null
+++ b/RML2018a/train/data-00007-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:700afea69ed0440218ca13635223831b5597bd1a8f4aab5ecf3fb44907910063
+size 486194712
diff --git a/RML2018a/train/data-00008-of-00026.arrow b/RML2018a/train/data-00008-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..217a78a049647c3ad7c1281b96573f08466c153d
--- /dev/null
+++ b/RML2018a/train/data-00008-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a338c8bf99b6278d1a02175d36f5ab19dbec627b45d87206e5e922fbe9e9ea3
+size 486194712
diff --git a/RML2018a/train/data-00009-of-00026.arrow b/RML2018a/train/data-00009-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..5f8cd8e9c77afc068b9b00823852f4b8e173848e
--- /dev/null
+++ b/RML2018a/train/data-00009-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8201064129104ad41bdd21c027d61ed7977d5bb2c195b3cbf64ce24b54c5897
+size 486194712
diff --git a/RML2018a/train/data-00010-of-00026.arrow b/RML2018a/train/data-00010-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..2db828a70dc6a4835f7b342c516ea799aeb27163
--- /dev/null
+++ b/RML2018a/train/data-00010-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:567e6267938add1f229382370a23dd8a4e7a857ae4bbe1a074142081089da93b
+size 486194712
diff --git a/RML2018a/train/data-00011-of-00026.arrow b/RML2018a/train/data-00011-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..6291f66ae17e734a576d2b7e72094a5d5cc4e2b6
--- /dev/null
+++ b/RML2018a/train/data-00011-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13228c80374bf4a02348962135614607cfe07f92455fc6f7ba0b50ec1b109a6b
+size 486194712
diff --git a/RML2018a/train/data-00012-of-00026.arrow b/RML2018a/train/data-00012-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..5f028c16cfb299282cdabbc115e0f20eed203321
--- /dev/null
+++ b/RML2018a/train/data-00012-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87f4d5f0b36e614ed16071c5e60a0a6952bcf8879ec76da3176c68686a691191
+size 486194712
diff --git a/RML2018a/train/data-00013-of-00026.arrow b/RML2018a/train/data-00013-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..75e345b13dcb4b98e0de111747b1abb0982aa760
--- /dev/null
+++ b/RML2018a/train/data-00013-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ceea00b225a99d52633374ad6041784025ae8bfb6a124f6c700381df1ec01165
+size 486194712
diff --git a/RML2018a/train/data-00014-of-00026.arrow b/RML2018a/train/data-00014-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..4f4afc811d3f8b76f4b557252e2b76b22fcb5b2e
--- /dev/null
+++ b/RML2018a/train/data-00014-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a5552b3d9b1722125394dd8924e69d774548a0f2261f1c46fc5678762836ff4
+size 486194712
diff --git a/RML2018a/train/data-00015-of-00026.arrow b/RML2018a/train/data-00015-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..ea29a089682b3ba465ffe3a3eb66024b2def8ee7
--- /dev/null
+++ b/RML2018a/train/data-00015-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3090369ac17a937b21f77b6d26e1d8e52ed25147c080df671a28906bf94d036
+size 486194712
diff --git a/RML2018a/train/data-00016-of-00026.arrow b/RML2018a/train/data-00016-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..4c9e0cee2d6bd0640c06ff0b4d9685f5aed0c633
--- /dev/null
+++ b/RML2018a/train/data-00016-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c59c93cc47b6a9110d87d437e7f1a6ff183dab48061294905def5a4827f9bb7f
+size 486194712
diff --git a/RML2018a/train/data-00017-of-00026.arrow b/RML2018a/train/data-00017-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..3269b93f361919b164514d30807b31dbd838ddaf
--- /dev/null
+++ b/RML2018a/train/data-00017-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bd0879de9d57a45c26efe995a7aff5fcfc210f4f79e1b471d0109da9e7e37d0
+size 486194712
diff --git a/RML2018a/train/data-00018-of-00026.arrow b/RML2018a/train/data-00018-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..ac5536fb02e8086e811b9a688cffd36410cb7159
--- /dev/null
+++ b/RML2018a/train/data-00018-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc1d16e4dce13684045d826ab9b893282e9dff951489de577ef59a31c9f5c12f
+size 486194712
diff --git a/RML2018a/train/data-00019-of-00026.arrow b/RML2018a/train/data-00019-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..228454bfe6f89e730a03cd7848250ffbf4fb5b06
--- /dev/null
+++ b/RML2018a/train/data-00019-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71d7c2a4783bc274b2856d388326c4f71452da55b7946ca6cc4b6b250dd0586c
+size 486194712
diff --git a/RML2018a/train/data-00020-of-00026.arrow b/RML2018a/train/data-00020-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..619759abf14d460c3f9578041815ad7c90074bc9
--- /dev/null
+++ b/RML2018a/train/data-00020-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6e89ecdf8539337cac1792f5c65e8d2834d0349460bdd082930298b54e0ccb0
+size 486194712
diff --git a/RML2018a/train/data-00021-of-00026.arrow b/RML2018a/train/data-00021-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..89b6406a9baa65599af078e3fda4d61037763307
--- /dev/null
+++ b/RML2018a/train/data-00021-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:058a02021232dd99e2fa6f04f1941ce3bcc1112a70999bb5b8085ae305805a9b
+size 486194712
diff --git a/RML2018a/train/data-00022-of-00026.arrow b/RML2018a/train/data-00022-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..2a5b3e83999b4c6861c94855b1bbb35d11798c1b
--- /dev/null
+++ b/RML2018a/train/data-00022-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29ba6fc52804b19352c29b85305460abd833ba3d307c9d30153b0bf2ec33abd4
+size 486194712
diff --git a/RML2018a/train/data-00023-of-00026.arrow b/RML2018a/train/data-00023-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..4e6e89fa79a2b0b37eda7c96deed85607e9a4755
--- /dev/null
+++ b/RML2018a/train/data-00023-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31774d73cef5fcf1a3ca9708238786d73aafca3ab6932430f55293ed3046beca
+size 486194712
diff --git a/RML2018a/train/data-00024-of-00026.arrow b/RML2018a/train/data-00024-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..529077c2bcf3b09d83279ca7749b899b8b4e7dad
--- /dev/null
+++ b/RML2018a/train/data-00024-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5f3c175ee68bcfabc01020d1cca867c89e5cf1e842bb3ed2d06e4f825272c39
+size 486194712
diff --git a/RML2018a/train/data-00025-of-00026.arrow b/RML2018a/train/data-00025-of-00026.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..fa53f316fe6a28568a38b188edb0eaab5b9ed203
--- /dev/null
+++ b/RML2018a/train/data-00025-of-00026.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80635264e4f4c5becfd0c98ce6c8f2622fce0ca8e0009afc5ebf88aa89c8f6a4
+size 486194712
diff --git a/RML2018a/train/dataset_info.json b/RML2018a/train/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..50d1b7866c2bb5338ba701ade279940f2722b0f5
--- /dev/null
+++ b/RML2018a/train/dataset_info.json
@@ -0,0 +1,87 @@
+{
+  "builder_name": "generator",
+  "citation": "",
+  "config_name": "default",
+  "dataset_name": "generator",
+  "dataset_size": 12640203576,
+  "description": "",
+  "download_checksums": {},
+  "download_size": 0,
+  "features": {
+    "target": {
+      "feature": {
+        "feature": {
+          "dtype": "float32",
+          "_type": "Value"
+        },
+        "_type": "Sequence"
+      },
+      "_type": "Sequence"
+    },
+    "label": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "mod": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "snr": {
+      "dtype": "float32",
+      "_type": "Value"
+    },
+    "dataset": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "length": {
+      "dtype": "int32",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "size_in_bytes": 12640203576,
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 12640203576,
+      "num_examples": 1533168,
+      "shard_lengths": [
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        8168
+      ],
+      "dataset_name": "generator"
+    }
+  },
+  "version": {
+    "version_str": "0.0.0",
+    "major": 0,
+    "minor": 0,
+    "patch": 0
+  }
+}
\ No newline at end of file
diff --git a/RML2018a/train/state.json b/RML2018a/train/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..0204b8ef60e7da04dca0c21946384ff0e6f2dc31
--- /dev/null
+++ b/RML2018a/train/state.json
@@ -0,0 +1,88 @@
+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00026.arrow"
+    },
+    {
+      "filename": "data-00001-of-00026.arrow"
+    },
+    {
+      "filename": "data-00002-of-00026.arrow"
+    },
+    {
+      "filename": "data-00003-of-00026.arrow"
+    },
+    {
+      "filename": "data-00004-of-00026.arrow"
+    },
+    {
+      "filename": "data-00005-of-00026.arrow"
+    },
+    {
+      "filename": "data-00006-of-00026.arrow"
+    },
+    {
+      "filename": "data-00007-of-00026.arrow"
+    },
+    {
+      "filename": "data-00008-of-00026.arrow"
+    },
+    {
+      "filename": "data-00009-of-00026.arrow"
+    },
+    {
+      "filename": "data-00010-of-00026.arrow"
+    },
+    {
+      "filename": "data-00011-of-00026.arrow"
+    },
+    {
+      "filename": "data-00012-of-00026.arrow"
+    },
+    {
+      "filename": "data-00013-of-00026.arrow"
+    },
+    {
+      "filename": "data-00014-of-00026.arrow"
+    },
+    {
+      "filename": "data-00015-of-00026.arrow"
+    },
+    {
+      "filename": "data-00016-of-00026.arrow"
+    },
+    {
+      "filename": "data-00017-of-00026.arrow"
+    },
+    {
+      "filename": "data-00018-of-00026.arrow"
+    },
+    {
+      "filename": "data-00019-of-00026.arrow"
+    },
+    {
+      "filename": "data-00020-of-00026.arrow"
+    },
+    {
+      "filename": "data-00021-of-00026.arrow"
+    },
+    {
+      "filename": "data-00022-of-00026.arrow"
+    },
+    {
+      "filename": "data-00023-of-00026.arrow"
+    },
+    {
+      "filename": "data-00024-of-00026.arrow"
+    },
+    {
+      "filename": "data-00025-of-00026.arrow"
+    }
+  ],
+  "_fingerprint": "841d432c30515728",
+  "_format_columns": null,
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": "train"
+}
\ No newline at end of file
diff --git a/RML2018a/val/data-00000-of-00009.arrow b/RML2018a/val/data-00000-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..bac1874ee692ab50074180597935bc07ecb8f278
--- /dev/null
+++ b/RML2018a/val/data-00000-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d371b6f5b7033fca1451d164033531e75574f36569a825e6e1433854c9d9919
+size 468191264
diff --git a/RML2018a/val/data-00001-of-00009.arrow b/RML2018a/val/data-00001-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..ab495a13665bf761333f2babe9438926af20009f
--- /dev/null
+++ b/RML2018a/val/data-00001-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e550805bb5977f32353ceaed5e0bdc34360ca30402fba1ad131c4049465d9765
+size 468181936
diff --git a/RML2018a/val/data-00002-of-00009.arrow b/RML2018a/val/data-00002-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..721e581a3e1bb18c37ec791cdc1805c8c3849b5d
--- /dev/null
+++ b/RML2018a/val/data-00002-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd79ed7d79e69a4f8d49cab36b9d7863b921b15d1c81241a431103f8987cbde8
+size 468182488
diff --git a/RML2018a/val/data-00003-of-00009.arrow b/RML2018a/val/data-00003-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..87f5893a20cc07c83476c843f699107496ad0554
--- /dev/null
+++ b/RML2018a/val/data-00003-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25883bfee4ecacf5f10f41cdaf8da71a1f65700ca8d4922ddb9f7f696a4504b5
+size 468187944
diff --git a/RML2018a/val/data-00004-of-00009.arrow b/RML2018a/val/data-00004-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..33f8c5ec85357d3655c7dd88c1000e9662584032
--- /dev/null
+++ b/RML2018a/val/data-00004-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef566e8f23086424abd05d0f40242c58e626d55c7e962b12868403b08413d281
+size 468186904
diff --git a/RML2018a/val/data-00005-of-00009.arrow b/RML2018a/val/data-00005-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..5690bc37772315bd7989e6a782be956e902d23d4
--- /dev/null
+++ b/RML2018a/val/data-00005-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d092401a6f269fc759dee38d35c8fef4c3004d9d85f195718f66640977f3488
+size 468186584
diff --git a/RML2018a/val/data-00006-of-00009.arrow b/RML2018a/val/data-00006-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..fe54607caa68f4091a672656e60ca5612d03ccb2
--- /dev/null
+++ b/RML2018a/val/data-00006-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:255f90b8f72186b92acf06288f25767de9a6dacf23a40c4fdc5b0a9c5558b6bd
+size 468189312
diff --git a/RML2018a/val/data-00007-of-00009.arrow b/RML2018a/val/data-00007-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..b41667d4f88818d0c445dfeb3685642df76564aa
--- /dev/null
+++ b/RML2018a/val/data-00007-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec34ffa9727ebbfc8d869460302b07f0150d138a028d129eb5e8639e83125d7a
+size 468190952
diff --git a/RML2018a/val/data-00008-of-00009.arrow b/RML2018a/val/data-00008-of-00009.arrow
new file mode 100644
index 0000000000000000000000000000000000000000..b4f447cfbaa4ba135bd4859d15b54250564e2bb2
--- /dev/null
+++ b/RML2018a/val/data-00008-of-00009.arrow
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:890a0fa2945cc2e90fc3737a74c5536f17424deccd09a6a9faf15e240cd1c96f
+size 468191760
diff --git a/RML2018a/val/dataset_info.json b/RML2018a/val/dataset_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..690a76501a385bece260c1a6bcd707928e1e95a3
--- /dev/null
+++ b/RML2018a/val/dataset_info.json
@@ -0,0 +1,70 @@
+{
+  "builder_name": "generator",
+  "citation": "",
+  "config_name": "default",
+  "dataset_name": "generator",
+  "dataset_size": 4213401192,
+  "description": "",
+  "download_checksums": {},
+  "download_size": 0,
+  "features": {
+    "target": {
+      "feature": {
+        "feature": {
+          "dtype": "float32",
+          "_type": "Value"
+        },
+        "_type": "Sequence"
+      },
+      "_type": "Sequence"
+    },
+    "label": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "mod": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "snr": {
+      "dtype": "float32",
+      "_type": "Value"
+    },
+    "dataset": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "length": {
+      "dtype": "int32",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": "",
+  "size_in_bytes": 4213401192,
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_bytes": 4213401192,
+      "num_examples": 511056,
+      "shard_lengths": [
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        61000,
+        23056
+      ],
+      "dataset_name": "generator"
+    }
+  },
+  "version": {
+    "version_str": "0.0.0",
+    "major": 0,
+    "minor": 0,
+    "patch": 0
+  }
+}
\ No newline at end of file
diff --git a/RML2018a/val/state.json b/RML2018a/val/state.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1135a40592f3b6069bcf1849344d7531d7d2e29
--- /dev/null
+++ b/RML2018a/val/state.json
@@ -0,0 +1,37 @@
+{
+  "_data_files": [
+    {
+      "filename": "data-00000-of-00009.arrow"
+    },
+    {
+      "filename": "data-00001-of-00009.arrow"
+    },
+    {
+      "filename": "data-00002-of-00009.arrow"
+    },
+    {
+      "filename": "data-00003-of-00009.arrow"
+    },
+    {
+      "filename": "data-00004-of-00009.arrow"
+    },
+    {
+      "filename": "data-00005-of-00009.arrow"
+    },
+    {
+      "filename": "data-00006-of-00009.arrow"
+    },
+    {
+      "filename": "data-00007-of-00009.arrow"
+    },
+    {
+      "filename": "data-00008-of-00009.arrow"
+    }
+  ],
+  "_fingerprint": "5263db79e19c25f4",
+  "_format_columns": null,
+  "_format_kwargs": {},
+  "_format_type": null,
+  "_output_all_columns": false,
+  "_split": "train"
+}
\ No newline at end of file