ravenprotocol · PranitAbhinav · Nov 30, 2022
diff --git a/Requester/create_distributed_imagenette.py b/Requester/create_distributed_imagenette.py
@@ -0,0 +1,42 @@
+from ctypes.wintypes import POINT
+from dotenv import load_dotenv
+load_dotenv()
+
+import os
+import ravop as R
+
+from examples import imgnet
+import numpy as np
+
+# Initialize and create graph
+R.initialize(ravenverse_token=os.environ.get("TOKEN"))
+
+R.flush()
+R.Graph(name='imagenet', algorithm='imgnet', approach='distributed')
+
+'''
+Imagenet training ----> 
+'''
+
+imagenette_map = { 
+    "n01440764" : "tench",
+    "n02102040" : "springer",
+    "n02979186" : "casette_player",
+    "n03000684" : "chain_saw",
+    "n03028079" : "church",
+    "n03394916" : "French_horn",
+    "n03417042" : "garbage_truck",
+    "n03425413" : "gas_pump",
+    "n03445777" : "golf_ball",
+    "n03888257" : "parachute"
+}
+path_train="examples/datasets/imagenette2-320/train/"
+X_train, y_train = imgnet.get_dataset(path_train)
+
+model = imgnet.create_model()
+# start training
+model = imgnet.train(model, np.array(X_train[:10]),y_train[:10],batch_size=10, n_epochs=1)
+
+imgnet.compile()
+imgnet.execute()
+R.track_progress()
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