Inference SRV functions

Generation

get_all_srvs

 get_all_srvs (num_of_qubits)

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generate_srv_tensors

 generate_srv_tensors (pipeline, prompt, samples, system_size,
                       num_of_qubits, max_gates, g, no_bar=True,
                       unique=False, auto_batch_size=512)

Convertion

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convert_tensors_to_srvs

 convert_tensors_to_srvs (out_tensor, gate_pool, sort_srv=False,
                          place_barrier=False, n_jobs=1)

Accuracy

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get_srv_accuracy

 get_srv_accuracy (srv_list, target_srv)

Tests

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true_sample_bin_dist

 true_sample_bin_dist (samples_per_bin, bin_size)

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test_srv_clr_distribution_bin_samples

 test_srv_clr_distribution_bin_samples (pipeline, samples_per_bin,
                                        system_size, num_of_qubits,
                                        max_gates, g, gate_pool,
                                        silent=False, device='cpu',
                                        U=None, prompt_mod:<built-
                                        infunctioncallable>=<function
                                        <lambda>>, only_diag=False,
                                        n_jobs=1)

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test_srv_clr_distribution

 test_srv_clr_distribution (pipeline, samples_per_srv, system_size,
                            num_of_qubits, max_gates, g, gate_pool,
                            silent=False, device='cpu', U=None,
                            prompt_mod:<built-
                            infunctioncallable>=<function <lambda>>,
                            dist_srvs=None, cond_srvs=None,
                            only_diag=False, n_jobs=1)

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test_guidance_dep

 test_guidance_dep (pipeline, srvs, samples, system_size, num_of_qubits,
                    max_gates, gs, gate_pool, prompt_mod:<built-
                    infunctioncallable>=<function <lambda>>, U=None,
                    n_jobs=1)

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test_srv_acc_vs_length

 test_srv_acc_vs_length (pipeline, samples, system_size, num_of_qubits,
                         max_gates, g, gate_pool, prompt_mod:<built-
                         infunctioncallable>=<function <lambda>>, U=None,
                         n_jobs=1)

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test_srv_acc_vs_maxLength

 test_srv_acc_vs_maxLength (pipeline, samples_per_bin, system_size,
                            num_of_qubits, max_gates_list, g, gate_pool,
                            prompt_mod:<built-
                            infunctioncallable>=<function <lambda>>,
                            U=None, n_jobs=1)

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test_srv_length_distribution

 test_srv_length_distribution (pipeline, samples_per_bin, system_size,
                               num_of_qubits, max_gates, g, gate_pool,
                               silent=False, U=None, prompt_mod:<built-
                               infunctioncallable>=<function <lambda>>,
                               n_jobs=1)

Plot

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plot_srv_clr_distribution_hist

 plot_srv_clr_distribution_hist (values, samples, num_of_qubits,
                                 save=False, dist_srvs=None,
                                 cond_srvs=None)

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plot_srv_clr_distribution_bin_accuracy

 plot_srv_clr_distribution_bin_accuracy (values, samples, num_of_qubits,
                                         save=False,
                                         plot_percentages=False,
                                         trainSet_srv=None)

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plot_guidance_dep

 plot_guidance_dep (srvs, gs, guidance_dep_out, samples, save=False)

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plot_srv_acc_vs_length

 plot_srv_acc_vs_length (ent_ls, ent_accs, ent_cnts, ent_labels, samples,
                         plot_dist=True, save=False)

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plot_srv_acc_vs_maxLength

 plot_srv_acc_vs_maxLength (ent_accs, ent_labels, max_gates_list, samples,
                            plot_dist=True, save=False)