| /external/tensorflow/tensorflow/contrib/distributions/python/kernel_tests/bijectors/ |
| D | affine_test.py | 61 self.assertAllClose([2., 0], run(bijector.forward, x))
62 self.assertAllClose([0., 2], run(bijector.inverse, x))
68 self.assertAllClose([[2., 0], [0., -2]], run(bijector.forward, x))
69 self.assertAllClose([[0., 2], [-2., 0]], run(bijector.inverse, x))
70 self.assertAllClose(
93 self.assertAllClose([3., 0], run(bijector.forward, x))
94 self.assertAllClose([0., 2], run(bijector.inverse, x))
95 self.assertAllClose(
106 self.assertAllClose([[3., 0],
109 self.assertAllClose([[0., 2],
[all …]
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| D | affine_linear_operator_test.py | 39 self.assertAllClose(y, affine.forward(x).eval())
40 self.assertAllClose(x, affine.inverse(y).eval())
41 self.assertAllClose(ildj, affine.inverse_log_det_jacobian(
43 self.assertAllClose(
61 self.assertAllClose(y, affine.forward(x).eval())
62 self.assertAllClose(x, affine.inverse(y).eval())
63 self.assertAllClose(
65 self.assertAllClose(
95 self.assertAllClose(y, affine.forward(x).eval())
96 self.assertAllClose(x, affine.inverse(y).eval())
[all …]
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| D | affine_scalar_test.py | 56 self.assertAllClose([1., 3, 5], run(bijector.forward, x))
57 self.assertAllClose([1., 1.5, 2.], run(bijector.inverse, x))
58 self.assertAllClose(
79 self.assertAllClose([2.], run(bijector.forward, x))
80 self.assertAllClose([0.], run(bijector.inverse, x))
81 self.assertAllClose(
102 self.assertAllClose([2.], run(bijector.forward, x))
103 self.assertAllClose([0.5], run(bijector.inverse, x))
104 self.assertAllClose(
125 self.assertAllClose([2., 0], run(bijector.forward, x))
[all …]
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| D | cholesky_outer_product_test.py | 51 self.assertAllClose(y, bijector.forward(x).eval())
52 self.assertAllClose(x, bijector.inverse(y).eval())
53 self.assertAllClose(
56 self.assertAllClose(
69 self.assertAllClose(
82 self.assertAllClose(
95 self.assertAllClose(y, y_actual_)
96 self.assertAllClose(x, x_actual_)
110 self.assertAllClose(y, y_actual_)
111 self.assertAllClose(x, x_actual_)
[all …]
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| /external/tensorflow/tensorflow/python/debug/lib/ |
| D | stepper_test.py | 94 self.assertAllClose(6.0, stepper.cont("c"))
103 self.assertAllClose(6.0, result)
106 self.assertAllClose(2.0, stepper.get_tensor_value("a/read:0"))
107 self.assertAllClose(3.0, stepper.get_tensor_value("b/read:0"))
113 self.assertAllClose(24.0, result)
116 self.assertAllClose(2.0, stepper.get_tensor_value("a/read:0"))
117 self.assertAllClose(3.0, stepper.get_tensor_value("b/read:0"))
118 self.assertAllClose(4.0, stepper.get_tensor_value("d:0"))
146 self.assertAllClose(6.0, result)
154 self.assertAllClose(6.0, stepper.get_tensor_value("c:0"))
[all …]
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| D | debug_gradients_test.py | 69 self.assertAllClose(5.0, self.sess.run(y))
70 self.assertAllClose(3.0, self.sess.run(u_grad))
71 self.assertAllClose(2.0, self.sess.run(v_grad))
76 self.assertAllClose(1.0, self.sess.run(w_grad))
81 self.assertAllClose(1.0, self.sess.run(w_grad))
86 self.assertAllClose(1.0, self.sess.run(w_grad))
100 self.assertAllClose(5.0, self.sess.run(y))
101 self.assertAllClose(3.0, self.sess.run(u_grad))
102 self.assertAllClose(2.0, self.sess.run(v_grad))
107 self.assertAllClose(1.0, self.sess.run(w_grad))
[all …]
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| /external/tensorflow/tensorflow/contrib/distributions/python/kernel_tests/ |
| D | quantized_distribution_test.py | 68 self.assertAllClose(0., pmf_n1)
70 self.assertAllClose(0., pmf_0)
73 self.assertAllClose(1 / 3, pmf_1)
74 self.assertAllClose(1 / 3, pmf_2)
75 self.assertAllClose(1 / 3, pmf_3)
77 self.assertAllClose(0 / 3, pmf_4)
78 self.assertAllClose(0 / 3, pmf_5)
83 self.assertAllClose(0., cdf_n1)
84 self.assertAllClose(0., cdf_0)
85 self.assertAllClose(1 / 3, cdf_1)
[all …]
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| D | geometric_test.py | 69 self.assertAllClose(expected_log_prob, log_prob.eval())
73 self.assertAllClose(np.exp(expected_log_prob), pmf.eval())
108 self.assertAllClose(expected_log_prob, log_prob_values)
113 self.assertAllClose(np.exp(expected_log_prob), pmf_values)
127 self.assertAllClose(expected_cdf, cdf.eval())
135 self.assertAllClose(expected_entropy, geom.entropy().eval())
143 self.assertAllClose(expected_means, geom.mean().eval())
151 self.assertAllClose(expected_vars, geom.variance().eval())
159 self.assertAllClose(geom.stddev().eval(), expected_stddevs)
166 self.assertAllClose([0.] * 3, geom.mode().eval())
[all …]
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| /external/tensorflow/tensorflow/compiler/tests/ |
| D | proximal_gradient_descent_test.py | 45 self.assertAllClose([0.0, 0.0], self.evaluate(var0))
46 self.assertAllClose([0.0, 0.0], self.evaluate(var1))
52 self.assertAllClose(np.array([-0.9, -1.8]), self.evaluate(var0))
53 self.assertAllClose(np.array([-0.09, -0.18]), self.evaluate(var1))
67 self.assertAllClose([1.0, 2.0], self.evaluate(var0))
68 self.assertAllClose([4.0, 3.0], self.evaluate(var1))
74 self.assertAllClose(np.array([0.1, 0.2]), self.evaluate(var0))
75 self.assertAllClose(np.array([3.91, 2.82]), self.evaluate(var1))
89 self.assertAllClose([1.0, 2.0], self.evaluate(var0))
90 self.assertAllClose([4.0, 3.0], self.evaluate(var1))
[all …]
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| D | proximal_adagrad_test.py | 48 self.assertAllClose([0.0, 0.0], self.evaluate(var0))
49 self.assertAllClose([0.0, 0.0], self.evaluate(var1))
55 self.assertAllClose(
57 self.assertAllClose(
79 self.assertAllClose([1.0, 2.0], self.evaluate(var0))
80 self.assertAllClose([4.0, 3.0], self.evaluate(var1))
85 self.assertAllClose(np.array([-1.60261, -2.296985]), self.evaluate(var0))
86 self.assertAllClose(np.array([3.715679, 2.433051]), self.evaluate(var1))
103 self.assertAllClose([1.0, 2.0], self.evaluate(var0))
104 self.assertAllClose([4.0, 3.0], self.evaluate(var1))
[all …]
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| D | lstm_test.py | 97 self.assertAllClose(m, [[0.]] * self._batch_size)
98 self.assertAllClose(c, [[0.]] * self._batch_size)
100 self.assertAllClose(m, [[.25]] * self._batch_size)
101 self.assertAllClose(c, [[.5]] * self._batch_size)
103 self.assertAllClose(m, [[.0]] * self._batch_size)
104 self.assertAllClose(c, [[.0]] * self._batch_size)
106 self.assertAllClose(m, [[.25]] * self._batch_size)
107 self.assertAllClose(c, [[.5]] * self._batch_size)
115 self.assertAllClose(m, self._NextM(self._inputs, 1., m_prev, c_prev))
116 self.assertAllClose(c, self._NextC(self._inputs, 1., m_prev, c_prev))
[all …]
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| /external/tensorflow/tensorflow/python/keras/preprocessing/ |
| D | sequence_test.py | 36 self.assertAllClose(b, [[0, 0, 1], [0, 1, 2], [1, 2, 3]])
38 self.assertAllClose(b, [[1, 0, 0], [1, 2, 0], [1, 2, 3]])
43 self.assertAllClose(b, [[0, 1], [1, 2], [2, 3]])
46 self.assertAllClose(b, [[0, 1], [1, 2], [1, 2]])
50 self.assertAllClose(b, [[1, 1, 1], [1, 1, 2], [1, 2, 3]])
57 self.assertAllClose(b, [[[0, 0], [0, 0], [1, 1]], [[0, 0], [2, 1], [2, 2]],
60 self.assertAllClose(b, [[[1, 1], [0, 0], [0, 0]], [[2, 1], [2, 2], [0, 0]],
66 self.assertAllClose(b, [[[0, 0], [1, 1]], [[2, 1], [2, 2]], [[3, 2], [3,
71 self.assertAllClose(b, [[[0, 0], [1, 1]], [[2, 1], [2, 2]], [[3, 1], [3,
76 self.assertAllClose(b, [[[1, 1], [1, 1], [1, 1]], [[1, 1], [2, 1], [2, 2]],
[all …]
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| /external/tensorflow/tensorflow/contrib/linear_optimizer/python/kernel_tests/ |
| D | sdca_ops_test.py | 263 self.assertAllClose(0.693147, unregularized_loss.eval())
264 self.assertAllClose(0.693147, loss.eval())
276 self.assertAllClose(0.411608, unregularized_loss.eval(), atol=0.05)
277 self.assertAllClose(0.525457, loss.eval(), atol=0.01)
280 self.assertAllClose(
311 self.assertAllClose(0.693147, unregularized_loss.eval())
312 self.assertAllClose(0.693147, loss.eval())
324 self.assertAllClose(0.411608, unregularized_loss.eval(), atol=0.05)
325 self.assertAllClose(0.525457, loss.eval(), atol=0.01)
328 self.assertAllClose(
[all …]
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| /external/tensorflow/tensorflow/python/training/ |
| D | learning_rate_decay_test.py | 40 self.assertAllClose(self.evaluate(decayed_lr), expected, 1e-6)
53 self.assertAllClose(self.evaluate(decayed_lr), expected, 1e-6)
57 self.assertAllClose(self.evaluate(decayed_lr), .1, 1e-6)
62 self.assertAllClose(self.evaluate(decayed_lr), expected, 1e-6)
75 self.assertAllClose(self.evaluate(decayed_lr), .1, 1e-6)
77 self.assertAllClose(self.evaluate(decayed_lr), .1, 1e-6)
81 self.assertAllClose(self.evaluate(decayed_lr), expected, 1e-6)
91 self.assertAllClose(self.evaluate(decayed_lr), 1.0, 1e-6)
93 self.assertAllClose(self.evaluate(decayed_lr), 1.0, 1e-6)
95 self.assertAllClose(self.evaluate(decayed_lr), 0.1, 1e-6)
[all …]
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| D | proximal_adagrad_test.py | 53 self.assertAllClose([0.0, 0.0], v0_val)
54 self.assertAllClose([0.0, 0.0], v1_val)
61 self.assertAllClose(np.array([-2.60260963, -4.29698515]), v0_val)
62 self.assertAllClose(np.array([-0.28432083, -0.56694895]), v1_val)
93 self.assertAllClose([1.0, 2.0], v0_val)
94 self.assertAllClose([4.0, 3.0], v1_val)
100 self.assertAllClose(np.array([-1.60261, -2.296985]), v0_val)
101 self.assertAllClose(np.array([3.715679, 2.433051]), v1_val)
139 self.assertAllClose([1.0, 2.0], v0_val)
140 self.assertAllClose([4.0, 3.0], v1_val)
[all …]
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| D | proximal_gradient_descent_test.py | 55 self.assertAllClose([0.0, 0.0], v0_val)
56 self.assertAllClose([0.0, 0.0], v1_val)
63 self.assertAllClose(np.array([-0.9, -1.8]), v0_val)
64 self.assertAllClose(np.array([-0.09, -0.18]), v1_val)
88 self.assertAllClose([1.0, 2.0], v0_val)
89 self.assertAllClose([4.0, 3.0], v1_val)
96 self.assertAllClose(np.array([0.1, 0.2]), v0_val)
97 self.assertAllClose(np.array([3.91, 2.82]), v1_val)
133 self.assertAllClose([1.0, 2.0], v0_val)
134 self.assertAllClose([4.0, 3.0], v1_val)
[all …]
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| /external/tensorflow/tensorflow/python/kernel_tests/boosted_trees/ |
| D | prediction_ops_test.py | 61 self.assertAllClose(cached_tree_ids, new_tree_ids)
62 self.assertAllClose(cached_node_ids, new_node_ids)
63 self.assertAllClose([[0], [0]], logits_updates)
128 self.assertAllClose([0, 0], new_tree_ids)
129 self.assertAllClose([2, 1], new_node_ids)
130 self.assertAllClose([[0.1 * 8.79], [0.1 * 1.14]], logits_updates)
201 self.assertAllClose(cached_tree_ids, new_tree_ids)
202 self.assertAllClose(cached_node_ids, new_node_ids)
203 self.assertAllClose([[0], [0]], logits_updates)
311 self.assertAllClose([0, 0], new_tree_ids)
[all …]
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| D | stats_ops_test.py | 69 self.assertAllClose([[0.004775, 0.41184], [0.02823, 0.41184]],
74 self.assertAllClose([[[-.416667], [.568966]], [[-.6], [-.75]]],
76 self.assertAllClose([[[-.592593], [-.75]], [[-.076923], [.568966]]],
117 self.assertAllClose([[0., 0.33931375], [0.01879096, 0.33931375]],
122 self.assertAllClose([[[0.], [.485294]], [[-.5], [-.6]]],
124 self.assertAllClose([[[-.424658], [-.6]], [[-.043478], [.485294]]],
168 self.assertAllClose([[[0.0], [0.3965517]], [[-0.4], [-0.5]]],
171 self.assertAllClose([[[-0.3333333], [-0.5]], [[0.0], [0.396552]]],
175 self.assertAllClose([[0.0, 0.191207], [0.01, 0.191207]],
219 self.assertAllClose([[-3., -2.66068625], [-2.98120904, -2.66068625]],
[all …]
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| D | quantile_ops_test.py | 104 self.assertAllClose(self._feature_0_boundaries, buckets[0].eval())
105 self.assertAllClose(self._feature_1_boundaries, buckets[1].eval())
107 self.assertAllClose(self._feature_0_quantiles, quantiles[0].eval())
108 self.assertAllClose(self._feature_1_quantiles, quantiles[1].eval())
138 self.assertAllClose(self._feature_0_boundaries, bucket_0[0].eval())
139 self.assertAllClose(self._feature_1_boundaries, bucket_1[0].eval())
141 self.assertAllClose(self._feature_0_quantiles, quantiles[0].eval())
142 self.assertAllClose(self._feature_1_quantiles, quantiles[1].eval())
156 self.assertAllClose([], buckets[0].eval())
157 self.assertAllClose([], buckets[1].eval())
[all …]
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| /external/tensorflow/tensorflow/contrib/boosted_trees/python/kernel_tests/ |
| D | stats_accumulator_ops_test.py | 56 self.assertAllClose(result[(1, 2, 0)], [0.2, 0.4])
57 self.assertAllClose(result[(2, 3, 0)], [0.3, 0.4])
84 self.assertAllClose(result[(1, 2, 2)], [1.9, -9.8])
85 self.assertAllClose(result[(2, 3, 0)], [0.3, 0.4])
86 self.assertAllClose(result[(2, 3, 1)], [0.1, 0.2])
117 self.assertAllClose(result[(1, 2, 0)], [0.1, 0.2])
118 self.assertAllClose(result[(2, 3, 0)], [0.3, 0.4])
156 self.assertAllClose(result_1[(1, 2, 0)], [0.1, 0.2])
157 self.assertAllClose(result_1[(2, 3, 0)], [0.3, 0.4])
195 self.assertAllClose(result[(3, 5, 0)], [0.4, 0.6])
[all …]
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| /external/tensorflow/tensorflow/python/kernel_tests/ |
| D | clip_ops_test.py | 62 self.assertAllClose(np_ans, tf_ans)
78 self.assertAllClose(np_ans, tf_ans)
95 self.assertAllClose(np_ans, tf_ans)
112 self.assertAllClose(np_ans, tf_ans)
130 self.assertAllClose(np_ans, tf_ans)
151 self.assertAllClose(np_ans, tf_ans)
167 self.assertAllClose(np_ans, tf_ans)
168 self.assertAllClose(np_ans, tf_ans_tensor)
196 self.assertAllClose(np_ans, tf_ans)
208 self.assertAllClose(np_ans, tf_ans)
[all …]
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| D | inplace_ops_test.py | 40 self.assertAllClose(x.eval(), y)
43 self.assertAllClose(x.eval(), y)
47 self.assertAllClose(x.eval(), y)
50 self.assertAllClose(x.eval(), y)
57 self.assertAllClose(x.eval(), y)
61 self.assertAllClose(x.eval(), y)
65 self.assertAllClose(x.eval(), y)
68 self.assertAllClose(x.eval(), y)
76 self.assertAllClose(x.eval(), y)
79 self.assertAllClose(x.eval(), y)
[all …]
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| /external/tensorflow/tensorflow/python/keras/optimizer_v2/ |
| D | learning_rate_schedule_test.py | 53 self.assertAllClose(self.evaluate(decayed_lr(step)), expected, 1e-6)
67 self.assertAllClose(self.evaluate(decayed_lr(step)), expected, 1e-6)
71 self.assertAllClose(self.evaluate(decayed_lr(step)), expected, 1e-6)
76 self.assertAllClose(self.evaluate(decayed_lr(step)), expected, 1e-6)
91 self.assertAllClose(self.evaluate(decayed_lr(step)), .1, 1e-6)
93 self.assertAllClose(self.evaluate(decayed_lr(step)), .1, 1e-6)
97 self.assertAllClose(self.evaluate(decayed_lr(step)), expected, 1e-6)
108 self.assertAllClose(self.evaluate(decayed_lr(x)), 1.0, 1e-6)
110 self.assertAllClose(self.evaluate(decayed_lr(x)), 1.0, 1e-6)
112 self.assertAllClose(self.evaluate(decayed_lr(x)), 0.1, 1e-6)
[all …]
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| /external/tensorflow/tensorflow/python/kernel_tests/distributions/ |
| D | uniform_test.py | 56 self.assertAllClose(a, self.evaluate(uniform.low))
57 self.assertAllClose(b, self.evaluate(uniform.high))
58 self.assertAllClose(b - a, self.evaluate(uniform.range()))
80 self.assertAllClose(expected_pdf, self.evaluate(pdf))
83 self.assertAllClose(np.log(expected_pdf), self.evaluate(log_pdf))
106 self.assertAllClose(expected_pdf, self.evaluate(pdf))
126 self.assertAllClose(_expected_cdf(), self.evaluate(cdf))
129 self.assertAllClose(np.log(_expected_cdf()), self.evaluate(log_cdf))
138 self.assertAllClose(expected_entropy, self.evaluate(uniform.entropy()))
163 self.assertAllClose(
[all …]
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| /external/tensorflow/tensorflow/contrib/timeseries/python/timeseries/ |
| D | math_utils_test.py | 59 self.assertAllClose(result,
70 self.assertAllClose(result,
84 self.assertAllClose(result,
95 self.assertAllClose(expected_result,
98 self.assertAllClose(expected_result,
102 self.assertAllClose(expected_result,
106 self.assertAllClose(expected_result,
118 self.assertAllClose(expected_result,
121 self.assertAllClose(expected_result,
125 self.assertAllClose(expected_result,
[all …]
|