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import time
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import numpy as np
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start = time.perf_counter()
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b = np.random.rand(512,256).astype(np.float32)
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c = np.tile(b[np.newaxis,:,:,np.newaxis], [100,1,1,3])
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print(time.perf_counter() - start)
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start = time.perf_counter()
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e = np.random.rand(512,256).astype(np.float32)
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f = np.ones((100,512,256,3)) * b[np.newaxis,:,:,np.newaxis]
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print(time.perf_counter() - start)
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print()
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# start = time.perf_counter()
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# a = a * b[np.newaxis,:,:,np.newaxis]
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# print(time.perf_counter() - start)
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# start = time.perf_counter()
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# d = a * b[np.newaxis,:,:,np.newaxis]
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# print(time.perf_counter() - start)
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# start = time.perf_counter()
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# a *= c
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# print(time.perf_counter() - start)
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