| /external/tensorflow/tensorflow/compiler/tests/ |
| D | special_math_test.py | 91 def adjust_tolerance_for_tpu(self, dtype, rtol, atol): argument
93 return rtol, atol
99 def _test_range(self, low, high, dtype, rtol, atol, is_negative=False): argument
101 rtol, atol = self.adjust_tolerance_for_tpu(dtype, rtol, atol)
111 self.assertAllClose(expected_values, actual, atol=atol, rtol=rtol)
115 def testSmallX(self, dtype, rtol, atol): argument
116 self._test_range(-40., -20., dtype, rtol, atol, is_negative=False)
117 self._test_range(-40., -20., dtype, rtol, atol, is_negative=True)
121 def testGreaterThanNegativeTwentyExponent(self, dtype, rtol, atol): argument
122 self._test_range(-20., -10., dtype, rtol, atol, is_negative=False)
[all …]
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| D | reduce_ops_test.py | 45 rtol=1e-4, argument
57 result, np_reduce_fn(test_input, axis=0), rtol=rtol, atol=atol)
61 result, np_reduce_fn(test_input, axis=1), rtol=rtol, atol=atol)
65 result, np_reduce_fn(test_input, axis=1), rtol=rtol, atol=atol)
194 rtol=1e-3, argument
223 rtol=rtol,
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| D | unary_ops_test.py | 57 rtol=1e-3, argument
79 expected, result, rtol=rtol, atol=atol, bfloat16_rtol=0.03)
81 equality_test(result, expected, rtol=rtol, atol=atol)
83 def ListsAreClose(self, result, expected, rtol, atol): argument
87 self.assertAllClose(result[i], expected[i], rtol, atol)
89 def AssertCloseAndSorted(self, result, expected, rtol, atol): argument
91 self.assertAllClose(result, expected, rtol, atol)
94 def AssertAllEqual(self, result, expected, rtol, atol): argument
155 math_ops.log, x, expected=np.log(x), atol=tol, rtol=tol)
159 math_ops.log, x, expected=np.log(x), atol=tol, rtol=tol)
[all …]
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| D | ftrl_test.py | 205 rtol=1e-4,
211 rtol=1e-4)
239 rtol=1e-5)
243 rtol=1e-5)
278 rtol=1e-4)
282 rtol=1e-4)
339 self.assertAllCloseAccordingToType(val0, val2, rtol=1e-4, half_rtol=1e-2)
340 self.assertAllCloseAccordingToType(val1, val3, rtol=1e-4, half_rtol=1e-2)
351 self.assertAllCloseAccordingToType(val0, val2, rtol=1e-5)
352 self.assertAllCloseAccordingToType(val1, val3, rtol=1e-5)
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| D | clustering_test.py | 47 self.assertAllClose(result, expected, rtol=1e-3)
61 self.assertAllClose(result, expected, rtol=1e-3)
81 self.assertAllClose(result, [12., 2.], rtol=1e-3)
99 self.assertAllClose(expected, result, rtol=1e-3)
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| D | binary_ops_test.py | 49 rtol=None, argument
59 if rtol is None:
60 rtol = 1e-15 if a.dtype == np.float64 else 1e-3
63 equality_test(result, expected, rtol=rtol, atol=atol)
69 def ListsAreClose(self, result, expected, rtol, atol): argument
74 result[i], expected[i], rtol=rtol, atol=atol)
97 rtol=1e-6,
137 rtol=1e-4,
146 rtol=1e-6,
170 rtol=1e-10,
[all …]
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| D | matrix_diag_ops_test.py | 338 rtol=1e-3, argument
360 expected, result, rtol=rtol, atol=atol, bfloat16_rtol=0.03)
524 rtol=1e-3, argument
552 expected, result, rtol=rtol, atol=atol, bfloat16_rtol=0.03)
657 rtol=1e-3, argument
680 expected, result, rtol=rtol, atol=atol, bfloat16_rtol=0.03)
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| D | ternary_ops_test.py | 36 def _testTernary(self, op, a, b, c, expected, rtol=1e-3, atol=1e-6): argument
44 self.assertAllClose(result, expected, rtol=rtol, atol=atol)
230 math_ops.betainc, a, b, x, expected, rtol=5e-6, atol=6e-6)
254 def testBetainc(self, sigma, rtol, atol): argument
264 math_ops.betainc, a, b, x, expected, rtol=rtol, atol=atol)
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| D | adadelta_test.py | 118 rtol=1e-5)
123 rtol=1e-5)
131 rtol=1e-5)
138 rtol=1e-5)
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| D | while_test.py | 59 self.assertAllClose(result, [10], rtol=1e-3)
83 self.assertAllClose(result, [10, 15.0], rtol=1e-3)
85 self.assertAllClose(no_iters_result, [10, 0.0], rtol=1e-3)
109 self.assertAllClose(result[1], np.complex64(15 + 20j), rtol=1e-3)
111 self.assertAllClose(no_iters_result[1], np.complex64(0), rtol=1e-3)
133 self.assertAllClose(result, [10, 7], rtol=1e-3)
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| /external/tensorflow/tensorflow/python/ops/distributions/ |
| D | bijector_test_util.py | 52 rtol=0.01, argument
151 inverse_forward_x_v, uniform_x_samps_v, atol=1e-5, rtol=1e-3)
153 forward_inverse_y_v, uniform_y_samps_v, atol=1e-5, rtol=1e-3)
156 upper_x - lower_x, change_measure_dy_dx_v, atol=0, rtol=rtol)
160 dy_dx_v, np.divide(1., dx_dy_v), atol=1e-5, rtol=1e-3)
164 bijector, x, y, event_ndims, atol=0, rtol=1e-5, sess=None): argument
222 np.testing.assert_allclose(x_from_x, x, atol=atol, rtol=rtol)
223 np.testing.assert_allclose(y_from_y, y, atol=atol, rtol=rtol)
224 np.testing.assert_allclose(-ildj_f_x, fldj_x, atol=atol, rtol=rtol)
225 np.testing.assert_allclose(-ildj_y, fldj_g_y, atol=atol, rtol=rtol)
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| /external/tensorflow/tensorflow/core/framework/ |
| D | tensor_testutil.cc | 118 const T& rtol) { in IsClose() argument
123 auto tolerance = atol + rtol * Eigen::numext::abs(x); in IsClose()
132 const T& atol, const T& rtol) { in IsClose() argument
133 if (IsClose(x.real(), y.real(), atol, rtol) && in IsClose()
134 IsClose(x.imag(), y.imag(), atol, rtol)) in IsClose()
151 double rtol) { in ExpectClose() argument
153 auto typed_rtol = GetTolerance<T>(rtol); in ExpectClose()
165 << "Too many mismatches (atol = " << atol << " rtol = " << rtol in ExpectClose()
169 << "Mismatches detected (atol = " << atol << " rtol = " << rtol << ")."; in ExpectClose()
224 void ExpectClose(const Tensor& x, const Tensor& y, double atol, double rtol) { in ExpectClose() argument
[all …]
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| D | tensor_testutil.h | 105 double rtol = -1.0);
126 double atol = -1.0, double rtol = -1.0);
128 double rtol = -1.0);
130 double rtol = -1.0);
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| /external/tensorflow/tensorflow/python/kernel_tests/signal/ |
| D | fft_ops_test.py | 47 rtol=1e-4, atol=1e-4): argument
48 self._compare_forward(x, rank, fft_length, use_placeholder, rtol, atol)
49 self._compare_backward(x, rank, fft_length, use_placeholder, rtol, atol)
52 rtol=1e-4, atol=1e-4): argument
63 self.assertAllClose(x_np, x_tf, rtol=rtol, atol=atol)
66 rtol=1e-4, atol=1e-4): argument
77 self.assertAllClose(x_np, x_tf, rtol=rtol, atol=atol)
86 rtol=1e-2, atol=1e-2): argument
105 self.assertAllClose(x_jacob_t, x_jacob_n, rtol=rtol, atol=atol)
106 self.assertAllClose(y_jacob_t, y_jacob_n, rtol=rtol, atol=atol)
[all …]
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| D | dct_ops_test.py | 152 def _compare(self, signals, n, norm, dct_type, atol, rtol): argument
157 self.assertAllClose(np_dct, tf_dct, atol=atol, rtol=rtol)
161 self.assertAllClose(np_idct, tf_idct, atol=atol, rtol=rtol)
164 self.assertAllClose(scipy_dct, tf_dct, atol=atol, rtol=rtol)
166 self.assertAllClose(scipy_idct, tf_idct, atol=atol, rtol=rtol)
180 self.assertAllClose(signals, tf_idct_dct, atol=atol, rtol=rtol)
181 self.assertAllClose(signals, tf_dct_idct, atol=atol, rtol=rtol)
199 rtol=tol, atol=tol)
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| /external/tensorflow/tensorflow/python/kernel_tests/ |
| D | betainc_op_test.py | 58 rtol = 1e-4
61 scipy_out, tf_out, rtol=rtol, atol=atol)
70 scipy_comb, tf_comb, rtol=rtol, atol=atol)
77 rtol=rtol,
82 rtol=rtol,
87 rtol=rtol,
92 rtol=rtol,
97 rtol=rtol,
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| D | reduction_ops_test.py | 177 def _compareGradient(self, x, reduction_axes, rtol=1e-8, atol=1e-8): argument
180 self._compareGradient(x, reduction_axes[0], rtol=rtol, atol=atol)
186 self.assertAllClose(jacob_t, jacob_n, rtol=rtol, atol=atol)
188 def _compareGradientAxes(self, x, rtol=1e-8, atol=1e-8): argument
189 self._compareGradient(x, None, rtol=rtol, atol=atol)
190 self._compareGradient(x, [], rtol=rtol, atol=atol)
191 self._compareGradient(x, 0, rtol=rtol, atol=atol)
192 self._compareGradient(x, [1], rtol=rtol, atol=atol)
193 self._compareGradient(x, [2], rtol=rtol, atol=atol)
194 self._compareGradient(x, [1, 2], rtol=rtol, atol=atol)
[all …]
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| /external/tensorflow/tensorflow/python/kernel_tests/distributions/ |
| D | special_math_test.py | 156 _error32 = ErrorSpec(rtol=1e-4, atol=0.)
157 _error64 = ErrorSpec(rtol=1e-6, atol=0.)
188 rtol=error_spec.rtol,
214 rtol=error_spec.rtol,
230 _error32 = ErrorSpec(rtol=1e-4, atol=0.)
231 _error64 = ErrorSpec(rtol=1e-4, atol=0.)
245 _error32 = ErrorSpec(rtol=0.1, atol=1e-7)
246 _error64 = ErrorSpec(rtol=0.1, atol=1e-7)
259 _error32 = ErrorSpec(rtol=1e-6, atol=1e-14)
260 _error64 = ErrorSpec(rtol=1e-6, atol=1e-14)
[all …]
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| D | multinomial_test.py | 93 self.assertAllClose(-200, lp, atol=0, rtol=1e-6)
301 self.assertAllClose(sample_mean_, analytic_mean, atol=0.01, rtol=0.01)
302 self.assertAllClose(sample_cov_, analytic_cov, atol=0.01, rtol=0.01)
303 self.assertAllClose(sample_var_, analytic_var, atol=0.01, rtol=0.01)
304 self.assertAllClose(sample_stddev_, analytic_stddev, atol=0.01, rtol=0.01)
331 self.assertAllClose(actual_mean_, sample_mean_, atol=0., rtol=0.10)
334 actual_covariance_, sample_covariance_, atol=0., rtol=0.20)
360 self.assertAllClose(actual_mean_, sample_mean_, atol=0., rtol=0.10)
363 actual_covariance_, sample_covariance_, atol=0., rtol=0.20)
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| /external/tensorflow/tensorflow/python/keras/ |
| D | activations_test.py | 89 self.assertAllClose(result[0], expected, rtol=1e-05)
101 self.assertAllClose(result[0, 0], expected, rtol=1e-05)
111 self.assertAllClose(result, positive_values * scale, rtol=1e-05)
127 self.assertAllClose(result, expected, rtol=1e-05)
138 self.assertAllClose(result, expected, rtol=1e-05)
154 self.assertAllClose(result, expected, rtol=1e-05)
167 self.assertAllClose(result, expected, rtol=1e-05)
174 self.assertAllClose(result, positive_values, rtol=1e-05)
179 self.assertAllClose(result, expected, rtol=1e-05)
196 self.assertAllClose(result, expected, rtol=1e-05)
[all …]
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| /external/tensorflow/tensorflow/python/ops/parallel_for/ |
| D | test_util.py | 42 def run_and_assert_equal(self, targets1, targets2, rtol=1e-4, atol=1e-5): argument
48 self.assertAllClose(outputs[i + n], outputs[i], rtol=rtol, atol=atol)
57 rtol=1e-4, argument
67 self.run_and_assert_equal(t1, t2, rtol=rtol, atol=atol)
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| /external/tensorflow/tensorflow/python/keras/mixed_precision/ |
| D | layer_correctness_test.py | 151 def test_layer(self, f32_layer_fn, input_shape, rtol=2e-3, atol=2e-3, argument
223 mp_output, f32_output, rtol=rtol, atol=atol)
225 distributed_mp_model.predict(input_data), f32_output, rtol=rtol,
236 mp_model.get_weights(), f32_weights, rtol=rtol, atol=atol)
238 distributed_mp_model.get_weights(), f32_weights, rtol=rtol, atol=atol)
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| /external/tensorflow/tensorflow/python/framework/ |
| D | test_util.py | 2569 def _assertArrayLikeAllClose(self, a, b, rtol=1e-6, atol=1e-6, msg=None): argument
2590 if not np.allclose(a, b, rtol=rtol, atol=atol):
2600 np.abs(a - b) > atol + rtol * np.abs(b),
2612 msgs.append("not close tol = {}".format(atol + rtol * np.abs(y)))
2618 a, b, rtol=rtol, atol=atol, err_msg="\n".join(msgs), equal_nan=True)
2623 rtol=1e-6, argument
2649 a[k], b[k], rtol=rtol, atol=atol, path=path, msg=msg)
2660 rtol=rtol,
2672 a_ele, b_ele, rtol=rtol, atol=atol, path=path, msg=msg)
2680 rtol=rtol,
[all …]
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| /external/tensorflow/tensorflow/python/keras/integration_test/ |
| D | forwardprop_test.py | 131 rtol=1e-2, argument
144 rtol=rtol,
147 testcase.assertAllClose(num_jac, sym_jac_back, rtol=rtol, atol=atol)
149 testcase.assertAllClose(num_jac, sym_jac_fwd, rtol=rtol, atol=atol)
266 self.assertAllClose(*_compute_hvps(), rtol=1e-5, atol=1e-5)
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| /external/tensorflow/tensorflow/python/ops/ |
| D | collective_ops_gpu_test.py | 78 self.assertAllClose(result, expected, rtol=1e-5, atol=1e-5)
120 self.assertAllClose(result, expected, rtol=1e-3, atol=1e-3)
143 self.assertAllClose(result, expected, rtol=1e-5, atol=1e-5)
166 self.assertAllClose(result, tensor_value, rtol=1e-5, atol=1e-5)
225 self.assertAllClose(result, expected, rtol=1e-5, atol=1e-5)
275 self.assertAllClose(result, expected, rtol=1e-5, atol=1e-5)
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