updates
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train.py
2
train.py
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@ -356,7 +356,7 @@ if __name__ == '__main__':
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# Mutate hyperparameters
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# Mutate hyperparameters
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old_hyp = hyp.copy()
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old_hyp = hyp.copy()
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init_seeds(seed=int(time.time()))
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init_seeds(seed=int(time.time()))
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s = [.3, .3, .3, .3, .3, .3, .3, .03, .3] # xy, wh, cls, conf, iou_t, lr0, lrf, weight_decay
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s = [.3, .3, .3, .3, .3, .3, .3, .03, .3] # xy, wh, cls, conf, iou_t, lr0, lrf, momentum, weight_decay
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for i, k in enumerate(hyp.keys()):
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for i, k in enumerate(hyp.keys()):
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x = (np.random.randn(1) * s[i] + 1) ** 1.1 # plt.hist(x.ravel(), 100)
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x = (np.random.randn(1) * s[i] + 1) ** 1.1 # plt.hist(x.ravel(), 100)
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hyp[k] = hyp[k] * float(x) # vary by about 30% 1sigma
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hyp[k] = hyp[k] * float(x) # vary by about 30% 1sigma
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