1-ply runs even faster.
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25
network.py
25
network.py
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@ -327,12 +327,6 @@ class Network:
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list_of_lengths = [len(board) for board in list_of_moves]
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start = time.time()
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for i in range(len(test_list)):
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self.model.predict_on_batch(np.array([state]))
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print("Indiviual rolls:", time.time() - start)
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all_scores = [self.model.predict_on_batch(board) for board in list_of_moves]
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start = time.time()
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all_scores_legit = self.model.predict_on_batch(np.array(test_list))
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@ -343,23 +337,10 @@ class Network:
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split_scores.append(all_scores_legit[from_idx:from_idx+length])
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from_idx += length
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transformed_splits = [tf.reduce_mean(scores) for scores in split_scores]
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means_splits = [tf.reduce_mean(scores) for scores in split_scores]
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transformed_means_splits = [x if player == 1 else (1-x) for x in means_splits]
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print(transformed_splits)
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print("All in one:", time.time() - start)
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scores_means = [tf.reduce_mean(score) for score in all_scores]
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print(scores_means)
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transformed_means = [x if player == 1 else (1-x) for x in scores_means]
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# print(time.time() - start)
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return ([scores_means, transformed_means])
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return ([means_splits, transformed_means_splits])
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def calc_n_ply(self, n_init, sess, board, player, roll):
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