| /external/tensorflow/tensorflow/contrib/training/python/training/ |
| D | sgdr_learning_rate_decay.py | 29 t_mul=2.0, m_mul=1.0, name=None): argument
132 initial_period_steps, t_mul, m_mul]) as name:
138 t_mul = math_ops.cast(t_mul, dtype)
164 math_ops.log(c_one - x_val * (c_one - t_mul)) / math_ops.log(t_mul))
166 sum_r = (c_one - t_mul ** i_restart) / (c_one - t_mul)
168 x_val = (x_val - sum_r) / t_mul ** i_restart
178 math_ops.equal(t_mul, c_one),
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| D | sgdr_learning_rate_decay_test.py | 62 def get_sgdr_values(self, lr, initial_period_steps, t_mul, iters): argument
68 decay = sgdr_decay(lr, step, initial_period_steps, t_mul)
82 t_mul = 3
86 org_lr = self.get_original_values(lr, init_steps, t_mul, iters, epochs)
87 sgdr_lr = self.get_sgdr_values(lr, init_steps*iters, t_mul, iters*epochs)
100 t_mul = 3
103 decay = sgdr_decay(lr, step, t_e, t_mul, m_mul)
113 test_step = t_e + t_e*t_mul
117 test_step = t_e + t_e*t_mul + t_e * (t_mul**2)
128 t_mul = 1
[all …]
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| /external/tensorflow/tensorflow/python/keras/optimizer_v2/ |
| D | learning_rate_schedule.py | 642 t_mul=2.0, argument
704 self._t_mul = t_mul
718 t_mul = math_ops.cast(self._t_mul, dtype)
728 math_ops.log(1.0 - completed_fraction * (1.0 - t_mul)) /
729 math_ops.log(t_mul))
731 sum_r = (1.0 - t_mul**i_restart) / (1.0 - t_mul)
732 completed_fraction = (completed_fraction - sum_r) / t_mul**i_restart
741 math_ops.equal(t_mul, 1.0),
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| D | learning_rate_schedule_test.py | 381 def np_cosine_decay_restarts(self, step, decay_steps, t_mul=2.0, m_mul=1.0, argument
386 decay_steps *= t_mul
434 t_mul = 1.0
437 initial_lr, num_training_steps, t_mul=t_mul)
440 step, num_training_steps, t_mul=t_mul)
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| /external/tensorflow/tensorflow/python/training/ |
| D | learning_rate_decay_test.py | 367 def np_cosine_decay_restarts(self, step, decay_steps, t_mul=2.0, m_mul=1.0, argument
372 decay_steps *= t_mul
417 t_mul = 1.0
420 initial_lr, step, num_training_steps, t_mul=t_mul)
422 step, num_training_steps, t_mul=t_mul)
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| D | learning_rate_decay.py | 491 t_mul=2.0, argument
548 t_mul=t_mul,
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| /external/tensorflow/tensorflow/tools/api/golden/v2/ |
| D | tensorflow.keras.experimental.-cosine-decay-restarts.pbtxt | 8 …argspec: "args=[\'self\', \'initial_learning_rate\', \'first_decay_steps\', \'t_mul\', \'m_mul\', …
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| /external/tensorflow/tensorflow/tools/api/golden/v1/ |
| D | tensorflow.keras.experimental.-cosine-decay-restarts.pbtxt | 8 …argspec: "args=[\'self\', \'initial_learning_rate\', \'first_decay_steps\', \'t_mul\', \'m_mul\', …
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| D | tensorflow.train.pbtxt | 289 …argspec: "args=[\'learning_rate\', \'global_step\', \'first_decay_steps\', \'t_mul\', \'m_mul\', \…
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