============================ slowest test durations ============================
33.60s call     pymc3/tests/test_variational_inference.py::test_fit_oo[SVGD-mini]
31.86s call     pymc3/tests/test_variational_inference.py::test_sample_aevb[MeanFieldGroup: {}]
31.17s call     pymc3/tests/test_variational_inference.py::test_fit_oo[SVGD-full]
27.59s call     pymc3/tests/test_variational_inference.py::test_rowwise_approx[NormalizingFlowGroup: {'flow': 'radial'}]
20.64s call     pymc3/tests/test_variational_inference.py::test_rowwise_approx[NormalizingFlowGroup: {'flow': 'planar'}]
17.86s call     pymc3/tests/test_variational_inference.py::test_rowwise_approx[FullRankGroup: {}]
17.68s call     pymc3/tests/test_variational_inference.py::test_vae
17.40s setup    pymc3/tests/test_variational_inference.py::test_init_groups[raises0-grouping0]
17.24s call     pymc3/tests/test_variational_inference.py::test_sample_aevb[FullRankGroup: {}]
17.19s call     pymc3/tests/test_variational_inference.py::test_flow_det_local[PlanarFlow]
15.45s call     pymc3/tests/test_variational_inference.py::test_flow_det_local[RadialFlow]
15.20s call     pymc3/tests/test_variational_inference.py::test_fit_oo[ASVGD-mini]
14.44s call     pymc3/tests/test_variational_inference.py::test_fit_oo[ASVGD-full]
14.13s call     pymc3/tests/test_variational_inference.py::test_aevb[ADVI]
13.23s call     pymc3/tests/test_variational_inference.py::test_rowwise_approx[MeanFieldGroup: {}]
11.72s setup    pymc3/tests/test_variational_inference.py::test_replacements[ADVI]
11.05s call     pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'planar'}]
10.48s call     pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'radial'}]
10.03s call     pymc3/tests/test_variational_inference.py::test_rowwise_approx[NormalizingFlowGroup: {'flow': 'hh'}]
9.99s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[None]
9.60s call     pymc3/tests/test_variational_inference.py::test_logq_globals[MeanFieldGroup: ['one'], FullRankGroup: ['two'], NormalizingFlowGroup: ['three']]
9.35s call     pymc3/tests/test_variational_inference.py::test_profile[SVGD-mini]
8.65s call     pymc3/tests/test_variational_inference.py::test_aevb[ASVGD]
8.52s call     pymc3/tests/test_variational_inference.py::test_profile[ASVGD-mini]
8.18s call     pymc3/tests/test_variational_inference.py::test_fit_oo[NFVI=scale-loc-mini]
7.85s call     pymc3/tests/test_variational_inference.py::test_flow_det[RadialFlow]
7.64s call     pymc3/tests/test_variational_inference.py::test_fit_oo[FullRankADVI-full]
7.10s call     pymc3/tests/test_variational_inference.py::test_aevb[FullRankADVI]
7.01s call     pymc3/tests/test_variational_inference.py::test_rowwise_approx[NormalizingFlowGroup: {'flow': 'radial-loc'}]
6.96s call     pymc3/tests/test_variational_inference.py::test_profile[SVGD-full]
6.77s call     pymc3/tests/test_variational_inference.py::test_profile[ASVGD-full]
6.76s call     pymc3/tests/test_variational_inference.py::test_pickle_approx[MeanFieldGroup: ['one'], FullRankGroup: ['two'], NormalizingFlowGroup: ['three']]
6.48s call     pymc3/tests/test_variational_inference.py::test_flow_det[PlanarFlow]
6.43s call     pymc3/tests/test_variational_inference.py::test_rowwise_approx[NormalizingFlowGroup: {'flow': 'scale'}]
6.42s call     pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'scale'}]
6.28s call     pymc3/tests/test_variational_inference.py::test_fit_oo[FullRankADVI-mini]
6.14s call     pymc3/tests/test_variational_inference.py::test_fit_fn_text[svgd-kwargs4-None]
5.46s call     pymc3/tests/test_variational_inference.py::test_elbo
4.84s call     pymc3/tests/test_variational_inference.py::test_rowwise_approx[NormalizingFlowGroup: {'flow': 'loc'}]
4.69s call     pymc3/tests/test_variational_inference.py::test_aevb[NFVI=scale-loc]
4.17s call     pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'hh'}]
4.01s call     pymc3/tests/test_variational_inference.py::test_logq_aevb[FullRankGroup: {}]
3.77s call     pymc3/tests/test_variational_inference.py::test_group_api_params[raises5-params5-NormalizingFlowGroup-kw5-planar]
3.62s call     pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[MeanFieldGroup: {}]
3.51s call     pymc3/tests/test_variational_inference.py::test_var_replacement
3.48s call     pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'radial-loc'}]
3.47s call     pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'radial'}]
3.26s setup    pymc3/tests/test_variational_inference.py::test_aevb[ADVI]
3.26s call     pymc3/tests/test_variational_inference.py::test_sample_replacements[ADVI]
3.21s call     pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'planar'}]
3.18s call     pymc3/tests/test_variational_inference.py::test_flow_det_local[ScaleFlow]
3.13s setup    pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'hh'}]
3.12s call     pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'radial'}]
2.92s call     pymc3/tests/test_variational_inference.py::test_logq_mini_1_sample_1_var[NormalizingFlowGroup: {'flow': 'planar'}]
2.88s call     pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'radial-loc'}]
2.86s call     pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'scale'}]
2.74s call     pymc3/tests/test_variational_inference.py::test_fit_fn_text[asvgd-kwargs7-None]
2.67s call     pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'scale'}]
2.64s call     pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'loc'}]
2.64s call     pymc3/tests/test_variational_inference.py::test_logq_aevb[MeanFieldGroup: {}]
2.60s call     pymc3/tests/test_variational_inference.py::test_fit_oo[ADVI-full]
2.56s call     pymc3/tests/test_variational_inference.py::test_fit_fn_text[svgd-kwargs5-None]
2.55s call     pymc3/tests/test_variational_inference.py::test_fit_oo[ADVI-mini]
2.54s call     pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[FullRankGroup: {}]
2.45s call     pymc3/tests/test_variational_inference.py::test_fit_oo[NFVI=scale-loc-full]
2.42s call     pymc3/tests/test_variational_inference.py::test_logq_mini_1_sample_1_var[NormalizingFlowGroup: {'flow': 'radial'}]
2.41s call     pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'hh'}]
2.40s call     pymc3/tests/test_variational_inference.py::test_fit_fn_text[advi-kwargs2-None]
2.38s call     pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'loc'}]
2.28s call     pymc3/tests/test_variational_inference.py::test_discrete_not_allowed
2.24s call     pymc3/tests/test_variational_inference.py::test_scale_cost_to_minibatch_works[5]
2.12s call     pymc3/tests/test_variational_inference.py::test_flow_det_local[HouseholderFlow]
2.07s call     pymc3/tests/test_variational_inference.py::test_logq_globals[FullRankGroup: None, MeanFieldGroup: ['one']]
2.06s call     pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'planar'}]
2.06s call     pymc3/tests/test_variational_inference.py::test_logq_mini_1_sample_1_var[NormalizingFlowGroup: {'flow': 'hh'}]
2.00s call     pymc3/tests/test_variational_inference.py::test_elbo_beta_kl[5]
1.97s call     pymc3/tests/test_variational_inference.py::test_logq_mini_1_sample_1_var[FullRankGroup: {}]
1.95s call     pymc3/tests/test_variational_inference.py::test_group_api_params[raises4-params4-NormalizingFlowGroup-kw4-hh]
1.93s call     pymc3/tests/test_variational_inference.py::test_group_api_params[raises6-params6-NormalizingFlowGroup-kw6-radial]
1.86s call     pymc3/tests/test_variational_inference.py::test_logq_globals[MeanFieldGroup: ['one'], FullRankGroup: ['two', 'three']]
1.81s call     pymc3/tests/test_variational_inference.py::test_replacements[SVGD]
1.77s call     pymc3/tests/test_variational_inference.py::test_clear_cache
1.77s call     pymc3/tests/test_variational_inference.py::test_remove_scan_op
1.77s call     pymc3/tests/test_variational_inference.py::test_flows_collect_chain
1.69s call     pymc3/tests/test_variational_inference.py::test_group_api_params[raises0-params0-MeanFieldGroup-kw0-None]
1.69s call     pymc3/tests/test_variational_inference.py::test_empirical_from_trace
1.67s call     pymc3/tests/test_variational_inference.py::test_group_api_params[raises3-params3-NormalizingFlowGroup-kw3-scale]
1.65s call     pymc3/tests/test_variational_inference.py::test_scale_cost_to_minibatch_works[8]
1.64s call     pymc3/tests/test_variational_inference.py::test_scale_cost_to_minibatch_works[2]
1.63s call     pymc3/tests/test_variational_inference.py::test_elbo_beta_kl[8]
1.62s call     pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'radial'}]
1.62s call     pymc3/tests/test_variational_inference.py::test_logq_mini_1_sample_1_var[MeanFieldGroup: {}]
1.58s call     pymc3/tests/test_variational_inference.py::test_fit_fn_text[fullrank_advi-kwargs3-None]
1.55s call     pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[MeanFieldGroup: {}]
1.43s call     pymc3/tests/test_variational_inference.py::test_logq_mini_1_sample_1_var[NormalizingFlowGroup: {'flow': 'scale'}]
1.42s call     pymc3/tests/test_variational_inference.py::test_replacements[FullRankADVI]
1.40s call     pymc3/tests/test_variational_inference.py::test_profile[FullRankADVI-mini]
1.39s call     pymc3/tests/test_variational_inference.py::test_replacements[ADVI]
1.38s call     pymc3/tests/test_variational_inference.py::test_elbo_beta_kl[2]
1.31s call     pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'loc'}]
1.25s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[10]
1.22s call     pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'radial-loc'}]
1.20s call     pymc3/tests/test_variational_inference.py::test_pickle_approx[FullRankGroup: None, MeanFieldGroup: ['one']]
1.16s call     pymc3/tests/test_variational_inference.py::test_fit_fn_text[nfvi-kwargs8-None]
1.15s call     pymc3/tests/test_variational_inference.py::test_profile[NFVI=scale-loc-mini]
1.14s call     pymc3/tests/test_variational_inference.py::test_flow_det[ScaleFlow]
1.12s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_params-adadelta]
1.08s call     pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'planar'}]
1.07s call     pymc3/tests/test_variational_inference.py::test_logq_globals[MeanFieldGroup: None]
1.06s call     pymc3/tests/test_variational_inference.py::test_replacements[NFVI=scale-loc]
1.06s call     pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'loc'}]
1.05s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_params-adagrad_window]
1.05s call     pymc3/tests/test_variational_inference.py::test_profile[FullRankADVI-full]
1.04s call     pymc3/tests/test_variational_inference.py::test_profile[NFVI=scale-loc-full]
0.96s call     pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[FullRankGroup: {}]
0.92s call     pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'radial-loc'}]
0.87s call     pymc3/tests/test_variational_inference.py::test_profile[ADVI-mini]
0.87s call     pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'loc'}]
0.84s call     pymc3/tests/test_variational_inference.py::test_logq_mini_2_sample_2_var[NormalizingFlowGroup: {'flow': 'radial'}]
0.82s call     pymc3/tests/test_variational_inference.py::test_profile[ADVI-full]
0.79s call     pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'hh'}]
0.72s call     pymc3/tests/test_variational_inference.py::test_flow_det[LocFlow]
0.71s call     pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'scale'}]
0.71s call     pymc3/tests/test_variational_inference.py::test_fit_fn_text[nfvi=scale-loc-kwargs9-None]
0.71s call     pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'planar'}]
0.70s call     pymc3/tests/test_variational_inference.py::test_flow_det_local[LocFlow]
0.69s call     pymc3/tests/test_variational_inference.py::test_sample_replacements[FullRankADVI]
0.69s call     pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'radial-loc'}]
0.69s call     pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'radial'}]
0.68s call     pymc3/tests/test_variational_inference.py::test_sample_replacements[ASVGD]
0.67s call     pymc3/tests/test_variational_inference.py::test_sample_replacements[NFVI=scale-loc]
0.66s call     pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'hh'}]
0.66s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[(10, 1)]
0.65s call     pymc3/tests/test_variational_inference.py::test_group_api_params[raises7-params7-NormalizingFlowGroup-kw7-scale-loc]
0.65s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[(1, 1, 1, 1)]
0.65s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[(5,)]
0.65s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[(5, 4)]
0.64s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[(1, 10)]
0.64s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[(1, 1)]
0.64s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[(10,)]
0.63s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[(1,)]
0.63s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[1]
0.63s setup    pymc3/tests/test_shape_handling.py::test_sample_generate_values[()]
0.60s call     pymc3/tests/test_variational_inference.py::test_replacements[ASVGD]
0.59s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_params-momentum]
0.59s call     pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'hh'}]
0.58s call     pymc3/tests/test_variational_inference.py::test_logq_mini_2_sample_2_var[NormalizingFlowGroup: {'flow': 'loc'}]
0.57s call     pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'scale'}]
0.56s call     pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[FullRankGroup: {}]
0.56s call     pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[MeanFieldGroup: {}]
0.55s call     pymc3/tests/test_variational_inference.py::test_logq_mini_2_sample_2_var[MeanFieldGroup: {}]
0.55s call     pymc3/tests/test_variational_inference.py::test_logq_mini_1_sample_1_var[NormalizingFlowGroup: {'flow': 'radial-loc'}]
0.55s call     pymc3/tests/test_variational_inference.py::test_logq_mini_2_sample_2_var[NormalizingFlowGroup: {'flow': 'planar'}]
0.53s call     pymc3/tests/test_variational_inference.py::test_pickle_approx[MeanFieldGroup: ['one'], FullRankGroup: ['two', 'three']]
0.46s setup    pymc3/tests/test_variational_inference.py::test_fit_fn_text[undefined-kwargs0-KeyError]
0.44s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[None]
0.42s call     pymc3/tests/test_variational_inference.py::test_sample_replacements[SVGD]
0.42s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_params-adagrad_window]
0.42s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_params-adadelta]
0.40s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_params-adam]
0.39s call     pymc3/tests/test_variational_inference.py::test_pickle_approx[MeanFieldGroup: ['one'], EmpiricalGroup: ['two', 'three']]
0.39s call     pymc3/tests/test_variational_inference.py::test_logq_mini_2_sample_2_var[NormalizingFlowGroup: {'flow': 'radial-loc'}]
0.33s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_params-adagrad_window]
0.32s call     pymc3/tests/test_variational_inference.py::test_pickle_approx[MeanFieldGroup: None]
0.32s call     pymc3/tests/test_variational_inference.py::test_pickle_single_group
0.31s call     pymc3/tests/test_variational_inference.py::test_flow_formula[planar-planar*2-3-order3]
0.31s call     pymc3/tests/test_variational_inference.py::test_logq_mini_2_sample_2_var[NormalizingFlowGroup: {'flow': 'scale'}]
0.30s call     pymc3/tests/test_variational_inference.py::test_logq_mini_2_sample_2_var[FullRankGroup: {}]
0.29s setup    pymc3/tests/test_variational_inference.py::test_logq_globals[MeanFieldGroup: ['one'], FullRankGroup: ['two'], NormalizingFlowGroup: ['three']]
0.29s call     pymc3/tests/test_variational_inference.py::test_flow_det[HouseholderFlow]
0.28s call     pymc3/tests/test_variational_inference.py::test_flow_formula[hh-planar*2-3-order4]
0.27s call     pymc3/tests/test_variational_inference.py::test_logq_mini_2_sample_2_var[NormalizingFlowGroup: {'flow': 'hh'}]
0.26s call     pymc3/tests/test_variational_inference.py::test_group_api_params[raises1-params1-FullRankGroup-kw1-None]
0.25s call     pymc3/tests/test_variational_inference.py::test_logq_mini_1_sample_1_var[NormalizingFlowGroup: {'flow': 'loc'}]
0.24s call     pymc3/tests/test_variational_inference.py::test_group_api_params[raises2-params2-NormalizingFlowGroup-kw2-loc]
0.22s call     pymc3/tests/test_variational_inference.py::test_flow_formula[planar*2-2-order1]
0.21s call     pymc3/tests/test_variational_inference.py::test_flow_formula[planar-planar-2-order2]
0.18s setup    pymc3/tests/test_variational_inference.py::test_fit_oo[NFVI=scale-loc-mini]
0.18s setup    pymc3/tests/test_variational_inference.py::test_fit_oo[ASVGD-mini]
0.17s setup    pymc3/tests/test_variational_inference.py::test_fit_oo[SVGD-mini]
0.17s setup    pymc3/tests/test_variational_inference.py::test_fit_oo[NFVI=scale-loc-full]
0.16s setup    pymc3/tests/test_variational_inference.py::test_profile[SVGD-mini]
0.16s setup    pymc3/tests/test_variational_inference.py::test_profile[NFVI=scale-loc-mini]
0.15s setup    pymc3/tests/test_variational_inference.py::test_profile[ASVGD-mini]
0.15s setup    pymc3/tests/test_variational_inference.py::test_profile[FullRankADVI-mini]
0.15s setup    pymc3/tests/test_variational_inference.py::test_profile[ADVI-mini]
0.15s setup    pymc3/tests/test_variational_inference.py::test_fit_oo[FullRankADVI-mini]
0.15s setup    pymc3/tests/test_variational_inference.py::test_fit_oo[ADVI-mini]
0.14s setup    pymc3/tests/test_variational_inference.py::test_profile[FullRankADVI-full]
0.14s setup    pymc3/tests/test_variational_inference.py::test_profile[ADVI-full]
0.13s setup    pymc3/tests/test_variational_inference.py::test_fit_oo[ASVGD-full]
0.13s setup    pymc3/tests/test_variational_inference.py::test_profile[SVGD-full]
0.13s setup    pymc3/tests/test_variational_inference.py::test_profile[ASVGD-full]
0.13s setup    pymc3/tests/test_variational_inference.py::test_profile[NFVI=scale-loc-full]
0.13s setup    pymc3/tests/test_variational_inference.py::test_fit_oo[FullRankADVI-full]
0.13s setup    pymc3/tests/test_variational_inference.py::test_fit_oo[SVGD-full]
0.13s setup    pymc3/tests/test_variational_inference.py::test_fit_oo[ADVI-full]
0.13s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_params-adam]
0.12s call     pymc3/tests/test_variational_inference.py::test_flow_formula[planar-1-order0]
0.10s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[(10,)]
0.10s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[(10, 1)]
0.10s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[(1, 1)]
0.10s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[(1, 10)]
0.10s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[(1, 1, 1, 1)]
0.10s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[(5, 4)]
0.10s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[10]
0.10s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[(5,)]
0.10s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[1]
0.09s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[()]
0.09s call     pymc3/tests/test_shape_handling.py::test_sample_generate_values[(1,)]
0.09s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_params-adam]
0.07s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_params-adadelta]
0.07s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_params-adam]
0.06s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_params-adagrad]
0.06s setup    pymc3/tests/test_variational_inference.py::test_pickle_approx[MeanFieldGroup: ['one'], FullRankGroup: ['two'], NormalizingFlowGroup: ['three']]
0.05s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_params-adamax]
0.05s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_params-adagrad_window]
0.05s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_params-adamax]
0.05s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_params-sgd]
0.04s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_params-rmsprop]
0.04s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_params-rmsprop]
0.04s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_params-momentum]
0.04s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_params-sgd]
0.04s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_params-adagrad]
0.03s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_params-adam]
0.03s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_params-adadelta]
0.03s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_params-nesterov_momentum]
0.03s setup    pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'hh'}]
0.03s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_params-nesterov_momentum]
0.03s setup    pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'hh'}]
0.03s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_params-adagrad]
0.03s setup    pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'hh'}]
0.03s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_params-adadelta]
0.03s setup    pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'hh'}]
0.03s call     pymc3/tests/test_variational_inference.py::test_logq_globals[MeanFieldGroup: ['one'], EmpiricalGroup: ['two', 'three']]
0.02s call     pymc3/tests/test_variational_inference.py::test_group_api_vfam[raises7-hh-NormalizingFlowGroup-kw7]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_params-adam]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_params-momentum]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_params-adamax]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_params-adamax]
0.02s setup    pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'radial-loc'}]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_missing-adam]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_missing-adam]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_missing-adam]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_missing-adam]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_missing-adam]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_missing-adam]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_params-adamax]
0.02s setup    pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'radial-loc'}]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_params-adamax]
0.02s setup    pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'radial-loc'}]
0.02s setup    pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'radial-loc'}]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_params-rmsprop]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_params-adagrad_window]
0.02s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_params-rmsprop]
0.02s setup    pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'radial-loc'}]
0.02s setup    pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'planar'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_missing-adadelta]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_params-adadelta]
0.01s setup    pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'planar'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_missing-adadelta]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_missing-adamax]
0.01s setup    pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'planar'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_missing-adadelta]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_missing-adadelta]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_missing-adadelta]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_missing-adamax]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_missing-adamax]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_missing-adadelta]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_missing-adamax]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_missing-adamax]
0.01s setup    pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'planar'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_missing-adamax]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_missing-adagrad_window]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_params-rmsprop]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_missing-adagrad_window]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_missing-adagrad_window]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_missing-adagrad_window]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_missing-adagrad_window]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_params-adagrad_window]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_missing-adagrad_window]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'planar'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_params-nesterov_momentum]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_params-nesterov_momentum]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_params-adagrad]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_params-momentum]
0.01s setup    pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'radial'}]
0.01s setup    pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'radial'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_missing-rmsprop]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'radial'}]
0.01s setup    pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'radial'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_missing-rmsprop]
0.01s setup    pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[FullRankGroup: {}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_params-momentum]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'scale'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_params-rmsprop]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_missing-rmsprop]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_missing-rmsprop]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_missing-rmsprop]
0.01s setup    pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[MeanFieldGroup: {}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_missing-rmsprop]
0.01s setup    pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[FullRankGroup: {}]
0.01s setup    pymc3/tests/test_variational_inference.py::test_sample_aevb[FullRankGroup: {}]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_aevb[FullRankGroup: {}]
0.01s teardown pymc3/tests/test_variational_inference.py::test_flow_formula[hh-planar*2-3-order4]
0.01s setup    pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'loc'}]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'radial'}]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_aevb[MeanFieldGroup: {}]
0.01s setup    pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[MeanFieldGroup: {}]
0.01s setup    pymc3/tests/test_variational_inference.py::test_sample_aevb[MeanFieldGroup: {}]
0.01s call     pymc3/tests/test_variational_inference.py::test_init_groups[raises0-grouping0]
0.01s setup    pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'scale'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_params-nesterov_momentum]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[NormalizingFlowGroup: {'flow': 'scale'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_missing-nesterov_momentum]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_missing-nesterov_momentum]
0.01s setup    pymc3/tests/test_variational_inference.py::test_replacements_in_sample_node_aevb[NormalizingFlowGroup: {'flow': 'scale'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_missing-nesterov_momentum]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_missing-nesterov_momentum]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_missing-nesterov_momentum]
0.01s setup    pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'loc'}]
0.01s setup    pymc3/tests/test_variational_inference.py::test_sample_aevb[NormalizingFlowGroup: {'flow': 'scale'}]
0.01s setup    pymc3/tests/test_variational_inference.py::test_pickle_approx_aevb[NormalizingFlowGroup: {'flow': 'loc'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_params-nesterov_momentum]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_missing-momentum]
0.01s call     pymc3/tests/test_variational_inference.py::test_aevb[SVGD]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_aevb[NormalizingFlowGroup: {'flow': 'loc'}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_missing-nesterov_momentum]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_globals[MeanFieldGroup: ['one'], FullRankGroup: ['two', 'three']]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_missing-momentum]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_globals[MeanFieldGroup: ['one'], EmpiricalGroup: ['two', 'three']]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_missing-momentum]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_missing-momentum]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_missing-momentum]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[FullRankGroup: {}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_params-momentum]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_missing-momentum]
0.01s call     pymc3/tests/test_variational_inference.py::test_init_groups[raises3-grouping3]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_params-adagrad]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-with_args-all_missing-adagrad]
0.01s call     pymc3/tests/test_variational_inference.py::test_init_groups[raises2-grouping2]
0.01s setup    pymc3/tests/test_variational_inference.py::test_logq_mini_sample_aevb[MeanFieldGroup: {}]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_params-adagrad]
0.01s call     pymc3/tests/test_variational_inference.py::test_group_api_vfam[raises8-planar-NormalizingFlowGroup-kw8]
0.01s call     pymc3/tests/test_variational_inference.py::test_single_group_shortcuts[NormalizingFlowGroup-NormalizingFlow-kw4]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-with_args-all_missing-adagrad]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_missing-adagrad]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[scalar-without_args-all_missing-adagrad]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[mixed-without_args-all_missing-adagrad]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-with_args-all_missing-adagrad]
0.01s call     pymc3/tests/test_updates.py::test_updates_fast[matrix-without_args-all_params-sgd]
(0.00 durations hidden.  Use -vv to show these durations.)
=========== 1374 passed, 2 skipped, 87 warnings in 705.04s (0:11:45) ===========
