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i dont know what is happening
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@@ -37,7 +37,7 @@ if __name__ == "__main__":
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print("Loading in records with a batch size of: ", data_length)
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for i in range(0, data_length, BATCH_SIZE):
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if i >= 120_000:
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if i >= 50_000:
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break
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end = time.time()
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@@ -67,12 +67,10 @@ if __name__ == "__main__":
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for idx, annotation in enumerate(row["infer"]["annotations"]):
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inference_classes.append(annotation["category_name"])
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datasets = dataset
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if i < 10_000:
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datasets = "train"
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if i < 25_000:
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dataset = "train"
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else:
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datasets = "test"
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dataset = "test"
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api.add(
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embedding=embedding,
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@@ -195,9 +193,16 @@ if __name__ == "__main__":
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# end = time.time()
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# print("Time to get nearest neighbors: " + "{0:.2f}".format((end - start)) + "s")
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print(api.get_model_space())
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print(api.count())
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# print(api.fetch())
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# print(api.fetch(where={"dataset": "train"}))
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api.process(training_dataset_name="train", inference_dataset_name="test", model_space="yolov3")
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results = api.get_results(dataset_name="test", n_results=100)
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results = api.get_results(model_space="yolov3", n_results=100, dataset_name="test")
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print(results)
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fetched = api.count()
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print("Records loaded into the database: ", fetched)
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print(api.raw_sql("SELECT * FROM results"))
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# fetched = api.count()
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# print("Records loaded into the database: ", fetched)
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