increase online data size

Author: md-shafiul-alam

configs/regular/batch_for_online.json

@@ -7,7 +7,7 @@
                 "source": "make_blobs",
                 "generation_kwargs": {
                     "centers": 1,
-                    "n_samples": 1200000,
+                    "n_samples": 12000000,
                     "n_features": [10, 100]
                 },
                 "split_kwargs": {"ignore": true}
@@ -18,7 +18,7 @@
                 "source": "make_regression",
                 "split_kwargs": {"train_size": 0.2, "test_size": 0.8},
                 "generation_kwargs": {
-                    "n_samples": 1200000,
+                    "n_samples": 12000000,
                     "n_features": [10, 100],
                     "n_informative": 5,
                     "noise": 2.0
@@ -30,7 +30,7 @@
                 "source": "make_blobs",
                 "generation_kwargs": {
                     "centers": 1,
-                    "n_samples": 1200000,
+                    "n_samples": 12000000,
                     "n_features": [10, 100]
                 },
                 "split_kwargs": {"ignore": true}

configs/spmd/large_scale/spmd_for_online.json

@@ -7,7 +7,7 @@
                     "source": "make_blobs",
                     "generation_kwargs": {
                         "centers": 1,
-                        "n_samples": 100000,
+                        "n_samples": 1000000,
                         "n_features": [10, 100]
                     },
                     "split_kwargs": {"ignore": true}
@@ -19,7 +19,7 @@
                 "source": "make_blobs",
                 "generation_kwargs": {
                     "centers": 1,
-                    "n_samples": 100000,
+                    "n_samples": 1000000,
                     "n_features": [10, 100]
                 },
                 "split_kwargs": {"ignore": true}
@@ -30,7 +30,7 @@
                 "source": "make_regression",
                 "split_kwargs": {"train_size": 0.2, "test_size": 0.8},
                 "generation_kwargs": {
-                    "n_samples": 100000,
+                    "n_samples": 1000000,
                     "n_features": [10, 100],
                     "n_informative": 5,
                     "noise": 2.0
@@ -42,7 +42,7 @@
                 "source": "make_blobs",
                 "generation_kwargs": {
                     "centers": 1,
-                    "n_samples": 100000,
+                    "n_samples": 1000000,
                     "n_features": [10, 100]
                 },
                 "split_kwargs": {"ignore": true}

configs/spmd/large_scale/spmd_for_online_strong.json

@@ -7,7 +7,7 @@
                     "source": "make_blobs",
                     "generation_kwargs": {
                         "centers": 1,
-                        "n_samples": 1200000,
+                        "n_samples": 12000000,
                         "n_features": [10, 100]
                     },
                     "split_kwargs": {"ignore": true}
@@ -19,7 +19,7 @@
                 "source": "make_blobs",
                 "generation_kwargs": {
                     "centers": 1,
-                    "n_samples": 1200000,
+                    "n_samples": 12000000,
                     "n_features": [10, 100]
                 },
                 "split_kwargs": {"ignore": true}
@@ -30,7 +30,7 @@
                 "source": "make_regression",
                 "split_kwargs": {"train_size": 0.2, "test_size": 0.8},
                 "generation_kwargs": {
-                    "n_samples": 1200000,
+                    "n_samples": 12000000,
                     "n_features": [10, 100],
                     "n_informative": 5,
                     "noise": 2.0
@@ -42,7 +42,7 @@
                 "source": "make_blobs",
                 "generation_kwargs": {
                     "centers": 1,
-                    "n_samples": 1200000,
+                    "n_samples": 12000000,
                     "n_features": [10, 100]
                 },
                 "split_kwargs": {"ignore": true}