[INFO] fetching crate rustyml 0.9.0... [INFO] testing rustyml-0.9.0 against beta-2025-10-28 for beta-1.92-2 [INFO] extracting crate rustyml 0.9.0 into /workspace/builds/worker-4-tc2/source [INFO] started tweaking crates.io crate rustyml 0.9.0 [INFO] finished tweaking crates.io crate rustyml 0.9.0 [INFO] tweaked toml for crates.io crate rustyml 0.9.0 written to /workspace/builds/worker-4-tc2/source/Cargo.toml [INFO] validating manifest of crates.io crate rustyml 0.9.0 on toolchain beta-2025-10-28 [INFO] running `Command { std: CARGO_HOME="/workspace/cargo-home" RUSTUP_HOME="/workspace/rustup-home" "/workspace/cargo-home/bin/cargo" "+beta-2025-10-28" "metadata" "--manifest-path" "Cargo.toml" "--no-deps", kill_on_drop: false }` [INFO] crate crates.io crate rustyml 0.9.0 already has a lockfile, it will not be regenerated [INFO] running `Command { std: CARGO_HOME="/workspace/cargo-home" RUSTUP_HOME="/workspace/rustup-home" "/workspace/cargo-home/bin/cargo" "+beta-2025-10-28" "fetch" "--manifest-path" "Cargo.toml", kill_on_drop: false }` [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-4-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-4-tc2/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:4848fb76d95f26979359cc7e45710b1dbc8f3acb7aeedee7c460d7702230f228" "/opt/rustwide/cargo-home/bin/cargo" "+beta-2025-10-28" "metadata" "--no-deps" "--format-version=1", kill_on_drop: false }` [INFO] [stdout] b3421893448f77423f78915386e9067642a762fa4c7be66592ba16e97bd10bcb [INFO] running `Command { std: "docker" "start" "-a" "b3421893448f77423f78915386e9067642a762fa4c7be66592ba16e97bd10bcb", kill_on_drop: false }` [INFO] running `Command { std: "docker" "inspect" "b3421893448f77423f78915386e9067642a762fa4c7be66592ba16e97bd10bcb", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "b3421893448f77423f78915386e9067642a762fa4c7be66592ba16e97bd10bcb", kill_on_drop: false }` [INFO] [stdout] b3421893448f77423f78915386e9067642a762fa4c7be66592ba16e97bd10bcb [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-4-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-4-tc2/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=warn" "-e" "RUSTDOCFLAGS=--cap-lints=warn" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:4848fb76d95f26979359cc7e45710b1dbc8f3acb7aeedee7c460d7702230f228" "/opt/rustwide/cargo-home/bin/cargo" "+beta-2025-10-28" "build" "--frozen" "--message-format=json", kill_on_drop: false }` [INFO] [stdout] 9065f2253ac4233c9abce432bb4bf416bb4439b5abcc0991e45aa5a1ec0d3b35 [INFO] running `Command { std: "docker" "start" "-a" "9065f2253ac4233c9abce432bb4bf416bb4439b5abcc0991e45aa5a1ec0d3b35", kill_on_drop: false }` [INFO] [stderr] Compiling libc v0.2.171 [INFO] [stderr] Compiling libm v0.2.11 [INFO] [stderr] Compiling num-traits v0.2.19 [INFO] [stderr] Compiling zerocopy v0.8.24 [INFO] [stderr] Compiling proc-macro2 v1.0.94 [INFO] [stderr] Compiling matrixmultiply v0.3.9 [INFO] [stderr] Compiling getrandom v0.3.2 [INFO] [stderr] Compiling serde_core v1.0.228 [INFO] [stderr] Compiling rawpointer v0.2.1 [INFO] [stderr] Compiling bytemuck v1.22.0 [INFO] [stderr] Compiling serde v1.0.228 [INFO] [stderr] Compiling portable-atomic v1.11.0 [INFO] [stderr] Compiling ahash v0.8.12 [INFO] [stderr] Compiling unit-prefix v0.5.1 [INFO] [stderr] Compiling safe_arch v0.7.4 [INFO] [stderr] Compiling quote v1.0.40 [INFO] [stderr] Compiling wide v0.7.32 [INFO] [stderr] Compiling syn v2.0.100 [INFO] [stderr] Compiling getrandom v0.2.15 [INFO] [stderr] Compiling console v0.16.1 [INFO] [stderr] Compiling rand_core v0.6.4 [INFO] [stderr] Compiling rand_core v0.9.3 [INFO] [stderr] Compiling num-complex v0.4.6 [INFO] [stderr] Compiling num-integer v0.1.46 [INFO] [stderr] Compiling approx v0.5.1 [INFO] [stderr] Compiling num-rational v0.4.2 [INFO] [stderr] Compiling simba v0.9.0 [INFO] [stderr] Compiling indicatif v0.18.0 [INFO] [stderr] Compiling serde_json v1.0.145 [INFO] [stderr] Compiling ppv-lite86 v0.2.21 [INFO] [stderr] Compiling rand_chacha v0.3.1 [INFO] [stderr] Compiling rand_chacha v0.9.0 [INFO] [stderr] Compiling rand v0.8.5 [INFO] [stderr] Compiling rand v0.9.2 [INFO] [stderr] Compiling rand_distr v0.5.1 [INFO] [stderr] Compiling rand_distr v0.4.3 [INFO] [stderr] Compiling serde_derive v1.0.228 [INFO] [stderr] Compiling nalgebra-macros v0.3.0 [INFO] [stderr] Compiling ndarray v0.16.1 [INFO] [stderr] Compiling nalgebra v0.33.2 [INFO] [stderr] Compiling nalgebra v0.34.0 [INFO] [stderr] Compiling ndarray-rand v0.15.0 [INFO] [stderr] Compiling statrs v0.18.0 [INFO] [stderr] Compiling rustyml v0.9.0 (/opt/rustwide/workdir) [INFO] [stderr] Finished `dev` profile [unoptimized + debuginfo] target(s) in 48.33s [INFO] running `Command { std: "docker" "inspect" "9065f2253ac4233c9abce432bb4bf416bb4439b5abcc0991e45aa5a1ec0d3b35", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "9065f2253ac4233c9abce432bb4bf416bb4439b5abcc0991e45aa5a1ec0d3b35", kill_on_drop: false }` [INFO] [stdout] 9065f2253ac4233c9abce432bb4bf416bb4439b5abcc0991e45aa5a1ec0d3b35 [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-4-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-4-tc2/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=warn" "-e" "RUSTDOCFLAGS=--cap-lints=warn" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:4848fb76d95f26979359cc7e45710b1dbc8f3acb7aeedee7c460d7702230f228" "/opt/rustwide/cargo-home/bin/cargo" "+beta-2025-10-28" "test" "--frozen" "--no-run" "--message-format=json", kill_on_drop: false }` [INFO] [stdout] 087d26e10304a4255e35b98071f0bd853457a3716a3ac3866eab1f5eb28a683a [INFO] running `Command { std: "docker" "start" "-a" "087d26e10304a4255e35b98071f0bd853457a3716a3ac3866eab1f5eb28a683a", kill_on_drop: false }` [INFO] [stderr] Compiling rustyml v0.9.0 (/opt/rustwide/workdir) [INFO] [stderr] Finished `test` profile [unoptimized + debuginfo] target(s) in 35.22s [INFO] running `Command { std: "docker" "inspect" "087d26e10304a4255e35b98071f0bd853457a3716a3ac3866eab1f5eb28a683a", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "087d26e10304a4255e35b98071f0bd853457a3716a3ac3866eab1f5eb28a683a", kill_on_drop: false }` [INFO] [stdout] 087d26e10304a4255e35b98071f0bd853457a3716a3ac3866eab1f5eb28a683a [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-4-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-4-tc2/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=warn" "-e" "RUSTDOCFLAGS=--cap-lints=warn" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:4848fb76d95f26979359cc7e45710b1dbc8f3acb7aeedee7c460d7702230f228" "/opt/rustwide/cargo-home/bin/cargo" "+beta-2025-10-28" "test" "--frozen", kill_on_drop: false }` [INFO] [stdout] 9eba161880311d8625a04bc3a4199767b9a94d55d5259e940bf1cb2f3910a171 [INFO] running `Command { std: "docker" "start" "-a" "9eba161880311d8625a04bc3a4199767b9a94d55d5259e940bf1cb2f3910a171", kill_on_drop: false }` [INFO] [stderr] Finished `test` profile [unoptimized + debuginfo] target(s) in 0.11s [INFO] [stderr] Running unittests src/lib.rs (/opt/rustwide/target/debug/deps/rustyml-1c19e7916e4c316c) [INFO] [stdout] [INFO] [stdout] running 532 tests [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_default ... ok [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_empty_data ... ok [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_get_labels_before_fit ... ok [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_getters ... ok [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_fit_predict ... ok [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_fit_simple_data ... ok [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_get_core_sample_indices_before_fit ... ok [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_new ... ok [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_predict_before_fit ... ok [INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_decision_tree_new ... ok [INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_error_handling ... ok [INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_node_creation ... ok [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_different_metrics ... ok [INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_fit_predict_classifier ... ok [INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_max_depth_parameter ... ok [INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_different_algorithms ... ok [INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_predict_proba ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_anomaly_score_not_fitted ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_default ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_different_max_samples ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_fit_empty_data ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_anomaly_score_dimension_mismatch ... ok [INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_decision_tree_params_default ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_fit_infinite_data ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_fit_nan_data ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_new ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_path_length_consistency ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_new_with_auto_max_depth ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_predict_dimension_mismatch ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_predict_empty_data ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_memory_efficiency ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_predict_nan_data ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_predict_not_fitted ... ok [INFO] [stdout] test test::machine_learning_test::dbscan_test::test_predict ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_identical_points ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_anomaly_score ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_reproducibility ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_different_n_estimators ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_single_feature ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_fit_predict ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_fit_valid_data ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_predict ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_parallel_consistency ... ok [INFO] [stdout] test test::machine_learning_test::isolation_forest_test::test_larger_dataset ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_default ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_distance_weights ... ok [INFO] [stdout] test test::machine_learning_test::kmeans_test::test_new_and_default ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_empty_train ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_new ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_fit ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_euclidean_uniform ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_parallel_distance_weights ... ok [INFO] [stdout] test test::machine_learning_test::kmeans_test::test_fit ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_parallel_manhattan ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_manhattan ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_consistency ... ok [INFO] [stdout] test test::machine_learning_test::kmeans_test::test_fit_predict ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_parallel_multiple_samples ... ok [INFO] [stdout] test test::machine_learning_test::kmeans_test::test_predict ... ok [INFO] [stdout] test test::machine_learning_test::kmeans_test::test_different_cluster_counts ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_with_k3 ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_string_labels ... ok [INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_default_constructor ... ok [INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_default ... ok [INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_fit_with_invalid_data ... ok [INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_new_constructor ... ok [INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_getters_before_fit ... ok [INFO] [stdout] test test::machine_learning_test::decision_tree_test::test_fit_predict_regressor ... ok [INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_new ... ok [INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_default_constructor ... ok [INFO] [stdout] test test::machine_learning_test::kmeans_test::test_getters ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_parallel_string_labels ... ok [INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_not_fitted_error ... ok [INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_fit_and_predict_simple_case ... ok [INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_new_constructor ... ok [INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_predict_proba ... ok [INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_generate_polynomial_features ... ok [INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_error_handling ... ok [INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_no_intercept ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_parallel_large_k ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_default ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_new ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_getters_before_fit ... ok [INFO] [stdout] test test::machine_learning_test::svc_test::test_decision_function ... ok [INFO] [stdout] test test::machine_learning_test::svc_test::test_different_kernels ... ok [INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_linear_regression_fit_predict ... ok [INFO] [stdout] test test::machine_learning_test::svc_test::test_fit_and_predict_linear ... ok [INFO] [stdout] test test::machine_learning_test::svc_test::test_fit_and_predict_rbf ... ok [INFO] [stdout] test test::machine_learning_test::svc_test::test_error_handling ... ok [INFO] [stdout] test test::machine_learning_test::knn_test::test_knn_predict_parallel_euclidean_uniform ... ok [INFO] [stdout] test test::machine_learning_test::svc_test::test_svc_default ... ok [INFO] [stdout] test test::machine_learning_test::svc_test::test_getters_before_fit ... ok [INFO] [stdout] test test::machine_learning_test::svc_test::test_svc_constructor ... ok [INFO] [stdout] test test::math_module_test::test_entropy_balanced_binary ... ok [INFO] [stdout] test test::math_module_test::test_entropy_empty ... ok [INFO] [stdout] test test::math_module_test::test_entropy_homogeneous ... ok [INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_different_penalties ... ok [INFO] [stdout] test test::math_module_test::test_entropy_multiclass ... ok [INFO] [stdout] test test::math_module_test::test_gain_ratio ... ok [INFO] [stdout] test test::math_module_test::test_gini_balanced_binary ... ok [INFO] [stdout] test test::math_module_test::test_gini_empty ... ok [INFO] [stdout] test test::math_module_test::test_gini_homogeneous ... ok [INFO] [stdout] test test::math_module_test::test_gini_unbalanced ... ok [INFO] [stdout] test test::math_module_test::test_information_gain ... ok [INFO] [stdout] test test::math_module_test::test_information_gain_no_improvement ... ok [INFO] [stdout] test test::math_module_test::test_logistic_loss ... ok [INFO] [stdout] test test::math_module_test::test_manhattan_distance_row ... ok [INFO] [stdout] test test::math_module_test::test_entropy_unbalanced ... ok [INFO] [stdout] test test::math_module_test::test_squared_euclidean_distance_row ... ok [INFO] [stdout] test test::math_module_test::test_sigmoid ... ok [INFO] [stdout] test test::math_module_test::test_standard_deviation ... ok [INFO] [stdout] test test::math_module_test::test_sum_of_square_total ... ok [INFO] [stdout] test test::math_module_test::test_gain_ratio_zero_split_info ... ok [INFO] [stdout] test test::math_module_test::test_variance_constant ... ok [INFO] [stdout] test test::math_module_test::test_variance_empty ... ok [INFO] [stdout] test test::math_module_test::test_sum_of_squared_errors ... ok [INFO] [stdout] test test::math_module_test::test_variance_simple ... ok [INFO] [stdout] test test::math_module_test::test_variance_with_variance ... ok [INFO] [stdout] test test::neural_network_test::activation_test::activation_backward_without_forward_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::activation_layer_properties_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::activation_numerical_stability_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::relu_backward_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::relu_empty_input_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::relu_forward_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::sigmoid_empty_input_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::sigmoid_forward_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::sigmoid_backward_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::softmax_backward_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::softmax_empty_input_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::softmax_forward_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::softmax_1d_input_error_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::tanh_backward_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::tanh_forward_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::with_activation_test ... ok [INFO] [stdout] test test::neural_network_test::activation_test::tanh_empty_input_test ... ok [INFO] [stdout] test test::math_module_test::test_minkowski_distance_row ... ok [INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_decision_function ... ok [INFO] [stdout] test test::neural_network_test::ada_grad_test::test_ada_grad_dense_basic ... ok [INFO] [stdout] test test::neural_network_test::ada_grad_test::test_ada_grad_conv1d ... ok [INFO] [stdout] test test::neural_network_test::activation_test::activation_integration_test ... ok [INFO] [stdout] test test::neural_network_test::ada_grad_test::test_ada_grad_lstm ... ok [INFO] [stdout] test test::neural_network_test::ada_grad_test::test_ada_grad_gru ... ok [INFO] [stdout] test test::neural_network_test::ada_grad_test::test_ada_grad_learning_rate_effect ... ok [INFO] [stdout] test test::neural_network_test::ada_grad_test::test_ada_grad_simple_rnn ... ok [INFO] [stdout] test test::neural_network_test::ada_grad_test::test_ada_grad_mixed_layers ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_average_pooling_1d_forward ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_average_pooling_1d_backward ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_average_pooling_1d_odd_window_size ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_average_pooling_1d_shape ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_average_pooling_1d_with_sequential ... ok [INFO] [stdout] test test::machine_learning_test::logistic_regression_test::test_fit_with_intercept ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_1d_test::test_layer_type_and_output_shape ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_2d_test::average_pooling_different_strides_test ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_2d_test::average_pooling_non_even_input_test ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_basic ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_edge_cases ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_2d_test::average_pooling_backprop_test ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_forward ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_gradient_flow ... ok [INFO] [stdout] test test::neural_network_test::ada_grad_test::test_ada_grad_with_different_activations ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_multiple_channels ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_with_strides ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_backward_pass ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_forward_pass_dimensions ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_inference_mode ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_different_batch_sizes ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_layer_type ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_output_shape ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_parameter_count ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_3d_test::test_average_pooling_3d_sequential_model ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_parameter_update_adagrad ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_parameter_update_rmsprop ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_parameter_update_adam ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_parameter_update_sgd ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_set_weights ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_running_statistics ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_training_mode ... ok [INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_activation_functions ... ok [INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_different_strides ... ok [INFO] [stdout] test test::neural_network_test::average_pooling_2d_test::average_pooling_basic_test ... ok [INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_parameter_count ... ok [INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_multiple_channels ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_with_sequential_model ... ok [INFO] [stdout] test test::neural_network_test::batch_normalization_test::test_batch_normalization_large_batch_parallel ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_add_layer ... ok [INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_sequential_with_sgd ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_complex_model ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_different_optimizers ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_empty_model_summary ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_fit_no_layers ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_different_activations ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_fit_no_optimizer ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_get_weights ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_method_chaining ... ok [INFO] [stdout] test test::neural_network_test::conv2d_test::conv2d_test ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_multiple_fit_calls ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_fit_success ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_new ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_predict ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_predict_before_compile ... ok [INFO] [stdout] test test::neural_network_test::conv3d_test::test_sequential_summary ... ok [INFO] [stdout] test test::neural_network_test::dense_test::test_dense_batch_processing ... ok [INFO] [stdout] test test::neural_network_test::dense_test::test_dense_forward_pass_dimensions ... ok [INFO] [stdout] test test::neural_network_test::dense_test::test_dense_activation_functions ... ok [INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_backward ... ok [INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_channel_independence ... ok [INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_creation ... ok [INFO] [stdout] test test::neural_network_test::dense_test::test_dense_parameter_count ... ok [INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_different_strides ... ok [INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_edge_cases ... ok [INFO] [stdout] test test::neural_network_test::conv1d_test::test_conv1d_sequential_with_rmsprop ... ok [INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_same_padding ... ok [INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_sequential_model ... ok [INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_fit_and_predict ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_backward_pass ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_consistency_across_calls ... ok [INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_multiple_batches ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_forward_pass_dimensions ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_inference_mode ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_invalid_rate ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_different_rates ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_maintains_expected_value ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_multidimensional ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_output_shape ... ok [INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_forward ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_shape_validation ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_training_mode ... ok [INFO] [stdout] test test::neural_network_test::flatten_test::test_flatten_3d ... ok [INFO] [stdout] test test::neural_network_test::flatten_test::test_flatten_4d ... ok [INFO] [stdout] test test::neural_network_test::flatten_test::test_flatten_5d ... ok [INFO] [stdout] test test::neural_network_test::depthwise_conv2d_test::test_depthwise_conv2d_training ... ok [INFO] [stdout] test test::neural_network_test::flatten_test::test_flatten_only_model ... ok [INFO] [stdout] test test::neural_network_test::flatten_test::test_flatten_in_sequential ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_1d_test::test_global_average_pooling_1d_backward ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_1d_test::test_global_average_pooling_1d_creation ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_1d_test::test_global_average_pooling_1d_forward ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_1d_test::test_global_average_pooling_1d_sequential ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_1d_test::test_global_average_pooling_1d_zero_input ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_2d_test::test_global_average_pooling_2d ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_backward_without_forward ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_basic_functionality ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_different_spatial_dimensions ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_gradient_computation ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_layer_properties ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_multiple_batches_and_channels ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_with_random_values ... ok [INFO] [stdout] test test::neural_network_test::ada_grad_test::test_ada_grad_conv3d ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_backward ... ok [INFO] [stdout] test test::neural_network_test::global_average_pooling_3d_test::test_global_average_pooling_3d_with_sequential_training ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_forward ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_negative_input ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_sequential ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_zero_input ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_2d_test::test_global_max_pooling_backward ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_2d_test::test_global_max_pooling_forward ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_2d_test::test_global_max_pooling_in_sequential ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_backward ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_backward_without_forward ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_forward_basic ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_forward_batch ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_layer_properties ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_estimate_bandwidth ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_sequential_training ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_with_sequential ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_3d_test::test_global_max_pooling_3d_with_negative_values ... ok [INFO] [stdout] test test::neural_network_test::global_max_pooling_1d_test::test_global_max_pooling_1d_creation ... ok [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_layer ... ok [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_layer_basic ... ok [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_gradient_flow ... ok [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_different_activations ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_rate_zero ... ok [INFO] [stdout] test test::neural_network_test::dropout_test::test_dropout_layer_type ... ok [INFO] [stdout] test test::neural_network_test::ada_grad_test::test_ada_grad_conv2d ... ok [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_state_evolution ... ok [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_sequential_composition ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_3d_input ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_backward_pass ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_default_axis ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_different_batch_sizes ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_custom_axis ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_epsilon_effect ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_forward_pass_dimensions ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_inference_mode ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_invalid_axis ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_layer_type ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_gradient_flow ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_output_shape ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_parameter_count ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_parameter_update_adagrad ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_parameter_update_adam ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_parameter_update_rmsprop ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_multiple_forward_backward ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_parameter_update_sgd ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_serialization ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_training_mode ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_set_weights ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_vs_batch_normalization_difference ... ok [INFO] [stdout] test test::neural_network_test::layer_weight_test::test_get_weights ... ok [INFO] [stdout] test test::neural_network_test::loss_function_test::binary_cross_entropy_test ... ok [INFO] [stdout] test test::neural_network_test::loss_function_test::categorical_cross_entropy_test ... ok [INFO] [stdout] test test::neural_network_test::layer_normalization_test::test_layer_normalization_with_sequential_model ... ok [INFO] [stdout] test test::neural_network_test::loss_function_test::mse_test ... ok [INFO] [stdout] test test::neural_network_test::loss_function_test::mae_test ... ok [INFO] [stdout] test test::neural_network_test::loss_function_test::sparse_categorical_cross_entropy_test ... ok [INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_different_activations ... ok [INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_layer ... ok [INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_layer_basic ... ok [INFO] [stdout] test test::neural_network_test::dense_test::test_dense_learning_capability ... ok [INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_sequential_composition ... ok [INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_state_evolution ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_fit_with_max_iterations ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_1d_test::test_max_pooling_1d ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_1d_test::test_max_pooling_1d_backward ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_2d_test::max_pooling_2d_edge_cases ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_2d_test::max_pooling_2d_test ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_backward_pass ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_different_strides ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_edge_cases ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_forward_pass ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_layer_properties ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_multiple_channels ... ok [INFO] [stdout] test test::neural_network_test::max_pooling_3d_test::test_max_pooling_3d_with_sequential ... ok [INFO] [stdout] test test::neural_network_test::optimizer_test::adam_test ... ok [INFO] [stdout] test test::neural_network_test::optimizer_test::rmsprop_test ... ok [INFO] [stdout] test test::machine_learning_test::linear_regression_test::test_multivariate_regression ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_batch_processing ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_different_depth_multiplier ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_basic ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_get_weights ... ok [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_sequence_learning ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_multiple_training_calls ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_output_shape_calculation ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_different_optimizers ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_valid_padding ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_training ... ok [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_vs_simple_rnn ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_with_strides ... ok [INFO] [stdout] test test::neural_network_test::sequential_test::test_fit_error_handling ... ok [INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_sequence_learning ... ok [INFO] [stdout] test test::neural_network_test::sequential_test::test_fit_parameter_updates ... ok [INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_different_activations ... ok [INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_layer ... ok [INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_layer_basic ... ok [INFO] [stdout] test test::neural_network_test::separable_conv2d_test::test_separable_conv2d_large_kernel ... ok [INFO] [stdout] test test::neural_network_test::sequential_test::test_fit_linear_regression_convergence ... ok [INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_sequential_composition ... ok [INFO] [stdout] test test::machine_learning_test::linear_svc_test::test_fit_predict_simple_case ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_backward_pass ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_channel_consistency ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_consistency_across_calls ... ok [INFO] [stdout] test test::neural_network_test::flatten_test::test_multiple_layers_with_flatten ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_different_rates ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_forward_pass_dimensions ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_inference_mode ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_invalid_rate ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_layer_type ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_dimension_validation ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_output_shape ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_rate_one ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_rate_zero ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_scaling ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_shape_validation ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_maintains_expected_value ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_training_mode ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_backward_pass ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_consistency_across_calls ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_1d_test::test_spatial_dropout_1d_various_shapes ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_dimension_validation ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_feature_map_consistency ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_forward_pass_dimensions ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_inference_mode ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_invalid_rate ... ok [INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_overfitting ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_layer_type ... ok [INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_vanishing_gradient_susceptibility ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_output_shape ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_rate_one ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_rate_zero ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_scaling ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_shape_validation ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_spatial_structure ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_non_square_feature_maps ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_maintains_expected_value ... ok [INFO] [stdout] test test::neural_network_test::simple_rnn_test::test_simple_rnn_sequence_memory ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_backward_pass ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_consistency_across_calls ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_dimension_validation ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_different_rates ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_forward_pass_dimensions ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_inference_mode ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_invalid_rate ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_layer_type ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_feature_map_consistency ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_training_mode ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_output_shape ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_rate_one ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_rate_zero ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_scaling ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_shape_validation ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_spatial_structure ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_non_cubic_volumes ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_2d_test::test_spatial_dropout_2d_various_shapes ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_volumetric_consistency ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_compute_kernel_linear ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_compute_kernel_poly ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_compute_kernel_rbf ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_compute_kernel_sigmoid ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_different_kernel_types ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_fit_and_transform ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_fit_invalid_inputs ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_fit_simple_case ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_fit_transform ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_fit_validation ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_getter_methods ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_getters_not_fitted ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_kernel_pca_default ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_kernel_pca_new ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_new_validation ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_transform_not_fitted ... ok [INFO] [stdout] test test::utility_test::kernel_pca_test::test_transform_validation ... ok [INFO] [stdout] test test::utility_test::label_encoding_test::test_ahash_map_functionality ... ok [INFO] [stdout] test test::utility_test::label_encoding_test::test_insufficient_num_classes - should panic ... ok [INFO] [stdout] test test::utility_test::label_encoding_test::test_negative_labels - should panic ... ok [INFO] [stdout] test test::utility_test::label_encoding_test::test_round_trip ... ok [INFO] [stdout] test test::utility_test::label_encoding_test::test_to_categorical_basic ... ok [INFO] [stdout] test test::utility_test::label_encoding_test::test_to_categorical_with_mapping ... ok [INFO] [stdout] test test::utility_test::label_encoding_test::test_to_categorical_with_num_classes ... ok [INFO] [stdout] test test::utility_test::label_encoding_test::test_to_sparse_categorical ... ok [INFO] [stdout] test test::utility_test::label_encoding_test::test_to_sparse_categorical_with_probabilities ... ok [INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_fit_basic ... ok [INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_fit_transform ... ok [INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_fit_validation_errors ... ok [INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_getters_on_unfitted_model ... ok [INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_lda_default ... ok [INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_lda_new ... ok [INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_predict ... ok [INFO] [stdout] test test::utility_test::linear_discriminant_analysis_test::test_transform ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_1d_global ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_1d_row_column_error ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_3d_row ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_axis_consistency ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_column_l2 ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_empty_array ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_global_l2 ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_infinite_input ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_invalid_lp_parameter ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_l1 ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_large_array_performance ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_lp ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_max ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_max_all_negative ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_max_mixed_signs ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_nan_input ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_negative_values ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_row_l2 ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_single_element ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_very_small_values ... ok [INFO] [stdout] test test::utility_test::normalize_test::test_normalize_zero_vector ... ok [INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_errors_when_not_fitted ... ok [INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_fit_and_transform ... ok [INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_fit_transform ... ok [INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_inverse_transform ... ok [INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_pca_default ... ok [INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_pca_new ... ok [INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_pca_with_random_data ... ok [INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_variance_explained_properties ... ok [INFO] [stdout] test test::utility_test::principal_component_analysis_test::test_with_different_n_components ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardization_axis_clone ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardization_axis_copy ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardization_axis_debug ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardization_axis_equality ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_1d_array ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_3d_array ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_by_columns ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_by_rows ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_column_1d_array ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_column_axis_large_array ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_empty_array ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_global ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_identical_values ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_infinite_epsilon ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_infinite_values ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_large_values ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_nan_values ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_negative_epsilon ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_preserve_shape ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_row_1d_array ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_row_axis_large_array ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_single_value ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_small_values ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_with_negative_values ... ok [INFO] [stdout] test test::utility_test::standardize_test::test_standardize_zero_epsilon ... ok [INFO] [stdout] test test::neural_network_test::sequential_test::test_fit_classification_convergence ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_3d_embedding ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_custom_creation ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_different_rates ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_default_creation ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_dim_exceeds_samples ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_empty_input ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_centered_output ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_infinite_input ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_invalid_dim ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_invalid_early_exaggeration ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_fit_transform_simple ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_invalid_momentum ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_invalid_perplexity ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_invalid_learning_rate ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_different_random_states ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_nan_input ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_perplexity_exceeds_samples ... ok [INFO] [stdout] test test::utility_test::train_test_split_test::test_consistent_x_y_split ... ok [INFO] [stdout] test test::utility_test::train_test_split_test::test_default_parameters ... ok [INFO] [stdout] test test::utility_test::train_test_split_test::test_different_random_states_give_different_splits ... ok [INFO] [stdout] test test::utility_test::train_test_split_test::test_error_different_sample_sizes ... ok [INFO] [stdout] test test::utility_test::train_test_split_test::test_error_invalid_test_size ... ok [INFO] [stdout] test test::utility_test::train_test_split_test::test_same_random_state_gives_same_split ... ok [INFO] [stdout] test test::utility_test::train_test_split_test::test_train_test_split_valid_input ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_training_mode ... ok [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_maintains_expected_value ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_reproducibility ... ok [INFO] [stdout] test test::neural_network_test::sequential_test::fit_with_batches_test ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_fit ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_predict ... ok [INFO] [stdout] test test::utility_test::t_sne_test::test_tsne_larger_dataset ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_meanshift_fit_predict ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_bin_seeding has been running for over 60 seconds [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_cluster_all_parameter has been running for over 60 seconds [INFO] [stdout] test test::neural_network_test::spatial_dropout_3d_test::test_spatial_dropout_3d_various_shapes ... ok [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_parity_check has been running for over 60 seconds [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_temporal_xor has been running for over 60 seconds [INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_parity_check has been running for over 60 seconds [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_temporal_xor ... ok [INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_temporal_xor ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_bin_seeding ... ok [INFO] [stdout] test test::machine_learning_test::meanshift_test::test_cluster_all_parameter ... ok [INFO] [stdout] test test::neural_network_test::lstm_test::test_lstm_parity_check ... ok [INFO] [stdout] test test::neural_network_test::gru_test::test_gru_parity_check ... ok [INFO] [stdout] [INFO] [stdout] test result: ok. 532 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 126.44s [INFO] [stdout] [INFO] [stderr] Doc-tests rustyml [INFO] [stdout] [INFO] [stdout] running 82 tests [INFO] [stdout] test src/lib.rs - (line 129) ... ignored [INFO] [stdout] test src/lib.rs - (line 79) ... ignored [INFO] [stdout] test src/lib.rs - prelude (line 488) ... ok [INFO] [stdout] test src/machine_learning/dbscan.rs - machine_learning::dbscan::DBSCAN (line 19) ... ok [INFO] [stdout] test src/lib.rs - math (line 384) ... ok [INFO] [stdout] test src/lib.rs - utility (line 523) ... ok [INFO] [stdout] test src/machine_learning/svc.rs - machine_learning::svc::SVC (line 26) ... ok [INFO] [stdout] test src/math.rs - math::entropy (line 392) ... ok [INFO] [stdout] test src/math.rs - math::average_path_length_factor (line 746) ... ok [INFO] [stdout] test src/math.rs - math::binary_search_sigma (line 797) ... ok [INFO] [stdout] test src/machine_learning/decision_tree.rs - machine_learning::decision_tree::DecisionTree (line 196) ... ok [INFO] [stdout] test src/math.rs - math::information_gain (line 466) ... ok [INFO] [stdout] test src/machine_learning/knn.rs - machine_learning::knn::KNN (line 37) ... ok [INFO] [stdout] test src/machine_learning/meanshift.rs - machine_learning::meanshift::MeanShift (line 30) ... ok [INFO] [stdout] test src/machine_learning/logistic_regression.rs - machine_learning::logistic_regression::LogisticRegression (line 24) ... ok [INFO] [stdout] test src/math.rs - math::sigmoid (line 108) ... ok [INFO] [stdout] test src/math.rs - math::gain_ratio (line 544) ... ok [INFO] [stdout] test src/math.rs - math::logistic_loss (line 148) ... ok [INFO] [stdout] test src/math.rs - math::sum_of_square_total (line 21) ... ok [INFO] [stdout] test src/machine_learning/isolation_forest.rs - machine_learning::isolation_forest::IsolationForest (line 27) ... ok [INFO] [stdout] test src/math.rs - math::variance (line 620) ... ok [INFO] [stdout] test src/neural_network/layer/activation_layer/linear.rs - neural_network::layer::activation_layer::linear::Linear (line 28) ... ok [INFO] [stdout] test src/math.rs - math::sum_of_squared_errors (line 57) ... ok [INFO] [stdout] test src/math.rs - math::standard_deviation (line 676) ... ok [INFO] [stdout] test src/math.rs - math::gini (line 323) ... ok [INFO] [stdout] test src/math.rs - math::manhattan_distance_row (line 234) ... ok [INFO] [stdout] test src/neural_network/layer/activation_layer/tanh.rs - neural_network::layer::activation_layer::tanh::Tanh (line 40) ... ok [INFO] [stdout] test src/math.rs - math::minkowski_distance_row (line 274) ... ok [INFO] [stdout] test src/math.rs - math::squared_euclidean_distance_row (line 193) ... ok [INFO] [stdout] test src/neural_network/layer/activation_layer/sigmoid.rs - neural_network::layer::activation_layer::sigmoid::Sigmoid (line 39) ... ok [INFO] [stdout] test src/neural_network/layer/activation_layer/softmax.rs - neural_network::layer::activation_layer::softmax::Softmax (line 50) ... ok [INFO] [stdout] test src/neural_network/layer/flatten.rs - neural_network::layer::flatten::Flatten (line 28) ... ok [INFO] [stdout] test src/machine_learning/logistic_regression.rs - machine_learning::logistic_regression::generate_polynomial_features (line 498) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/average_pooling_2d.rs - neural_network::layer::pooling_layer::average_pooling_2d::AveragePooling2D (line 32) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/average_pooling_1d.rs - neural_network::layer::pooling_layer::average_pooling_1d::AveragePooling1D (line 31) ... ok [INFO] [stdout] test src/neural_network/layer/activation_layer/relu.rs - neural_network::layer::activation_layer::relu::ReLU (line 38) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/global_max_pooling_1d.rs - neural_network::layer::pooling_layer::global_max_pooling_1d::GlobalMaxPooling1D (line 21) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/global_average_pooling_1d.rs - neural_network::layer::pooling_layer::global_average_pooling_1d::GlobalAveragePooling1D (line 22) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/global_average_pooling_2d.rs - neural_network::layer::pooling_layer::global_average_pooling_2d::GlobalAveragePooling2D (line 22) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/global_max_pooling_3d.rs - neural_network::layer::pooling_layer::global_max_pooling_3d::GlobalMaxPooling3D (line 21) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/global_max_pooling_2d.rs - neural_network::layer::pooling_layer::global_max_pooling_2d::GlobalMaxPooling2D (line 21) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/max_pooling_1d.rs - neural_network::layer::pooling_layer::max_pooling_1d::MaxPooling1D (line 31) ... ok [INFO] [stdout] test src/neural_network/layer/dense.rs - neural_network::layer::dense::Dense (line 40) ... ok [INFO] [stdout] test src/neural_network/layer/convolution_layer/conv_1d.rs - neural_network::layer::convolution_layer::conv_1d::Conv1D (line 41) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/global_average_pooling_3d.rs - neural_network::layer::pooling_layer::global_average_pooling_3d::GlobalAveragePooling3D (line 22) ... ok [INFO] [stdout] test src/neural_network/layer/recurrent_layer/simple_rnn.rs - neural_network::layer::recurrent_layer::simple_rnn::SimpleRNN (line 35) ... ok [INFO] [stdout] test src/neural_network/layer/convolution_layer/conv_2d.rs - neural_network::layer::convolution_layer::conv_2d::Conv2D (line 41) ... ok [INFO] [stdout] test src/neural_network/layer/convolution_layer/depthwise_conv_2d.rs - neural_network::layer::convolution_layer::depthwise_conv_2d::DepthwiseConv2D (line 33) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/max_pooling_2d.rs - neural_network::layer::pooling_layer::max_pooling_2d::MaxPooling2D (line 22) ... ok [INFO] [stdout] test src/neural_network/layer/regularization_layer/dropout_layer/dropout.rs - neural_network::layer::regularization_layer::dropout_layer::dropout::Dropout (line 22) ... ok [INFO] [stdout] test src/neural_network/layer/recurrent_layer/gru.rs - neural_network::layer::recurrent_layer::gru::GRU (line 49) ... ok [INFO] [stdout] test src/machine_learning/kmeans.rs - machine_learning::kmeans::KMeans (line 28) ... ok [INFO] [stdout] test src/machine_learning/linear_svc.rs - machine_learning::linear_svc::LinearSVC (line 31) ... ok [INFO] [stdout] test src/neural_network/loss_function/binary_cross_entropy.rs - neural_network::loss_function::binary_cross_entropy::BinaryCrossEntropy (line 7) ... ok [INFO] [stdout] test src/lib.rs - neural_network (line 668) ... ok [INFO] [stdout] test src/lib.rs - machine_learning (line 438) ... ok [INFO] [stdout] test src/machine_learning/linear_regression.rs - machine_learning::linear_regression::LinearRegression (line 25) ... FAILED [INFO] [stdout] test src/utility/kernel_pca.rs - utility::kernel_pca::KernelPCA (line 26) ... ok [INFO] [stdout] test src/utility/label_encoding.rs - utility::label_encoding::to_categorical (line 22) ... ok [INFO] [stdout] test src/utility/label_encoding.rs - utility::label_encoding::to_categorical_with_mapping (line 103) ... ok [INFO] [stdout] test src/utility/label_encoding.rs - utility::label_encoding::to_sparse_categorical (line 169) ... ok [INFO] [stdout] test src/utility/linear_discriminant_analysis.rs - utility::linear_discriminant_analysis::LDA (line 20) ... ok [INFO] [stdout] test src/neural_network/loss_function/sparse_categorical_cross_entropy.rs - neural_network::loss_function::sparse_categorical_cross_entropy::SparseCategoricalCrossEntropy (line 9) ... ok [INFO] [stdout] test src/neural_network/layer/regularization_layer/normalization_layer/batch_normalization.rs - neural_network::layer::regularization_layer::normalization_layer::batch_normalization::BatchNormalization (line 40) ... ok [INFO] [stdout] test src/neural_network/loss_function/mean_absolute_error.rs - neural_network::loss_function::mean_absolute_error::MeanAbsoluteError (line 7) ... ok [INFO] [stdout] test src/neural_network/layer/recurrent_layer/lstm.rs - neural_network::layer::recurrent_layer::lstm::LSTM (line 58) ... ok [INFO] [stdout] test src/utility/normalize.rs - utility::normalize::normalize (line 73) ... ok [INFO] [stdout] test src/utility/principal_component_analysis.rs - utility::principal_component_analysis::PCA (line 24) ... ok [INFO] [stdout] test src/neural_network/loss_function/mean_squared_error.rs - neural_network::loss_function::mean_squared_error::MeanSquaredError (line 7) ... ok [INFO] [stdout] test src/utility/standardize.rs - utility::standardize::standardize (line 42) ... ok [INFO] [stdout] test src/neural_network/loss_function/categorical_cross_entropy.rs - neural_network::loss_function::categorical_cross_entropy::CategoricalCrossEntropy (line 7) ... ok [INFO] [stdout] test src/utility/train_test_split.rs - utility::train_test_split::train_test_split (line 17) ... ok [INFO] [stdout] test src/neural_network/layer/regularization_layer/normalization_layer/layer_normalization.rs - neural_network::layer::regularization_layer::normalization_layer::layer_normalization::LayerNormalization (line 50) ... ok [INFO] [stdout] test src/neural_network/layer/regularization_layer/dropout_layer/spatial_dropout_1d.rs - neural_network::layer::regularization_layer::dropout_layer::spatial_dropout_1d::SpatialDropout1D (line 24) ... ok [INFO] [stdout] test src/neural_network/layer/convolution_layer/conv_3d.rs - neural_network::layer::convolution_layer::conv_3d::Conv3D (line 41) ... ok [INFO] [stdout] test src/neural_network/layer/regularization_layer/dropout_layer/spatial_dropout_2d.rs - neural_network::layer::regularization_layer::dropout_layer::spatial_dropout_2d::SpatialDropout2D (line 24) ... ok [INFO] [stdout] test src/neural_network/sequential.rs - neural_network::sequential::Sequential (line 28) ... FAILED [INFO] [stdout] test src/neural_network/layer/pooling_layer/max_pooling_3d.rs - neural_network::layer::pooling_layer::max_pooling_3d::MaxPooling3D (line 27) ... ok [INFO] [stdout] test src/neural_network/layer/pooling_layer/average_pooling_3d.rs - neural_network::layer::pooling_layer::average_pooling_3d::AveragePooling3D (line 27) ... ok [INFO] [stdout] test src/neural_network/layer/convolution_layer/separable_conv_2d.rs - neural_network::layer::convolution_layer::separable_conv_2d::SeparableConv2D (line 45) ... ok [INFO] [stdout] test src/utility/t_sne.rs - utility::t_sne::TSNE (line 29) ... ok [INFO] [stdout] test src/neural_network/layer/regularization_layer/dropout_layer/spatial_dropout_3d.rs - neural_network::layer::regularization_layer::dropout_layer::spatial_dropout_3d::SpatialDropout3D (line 24) ... ok [INFO] [stdout] [INFO] [stdout] failures: [INFO] [stdout] [INFO] [stdout] ---- src/machine_learning/linear_regression.rs - machine_learning::linear_regression::LinearRegression (line 25) stdout ---- [INFO] [stdout] Test executable failed (exit status: 101). [INFO] [stdout] [INFO] [stdout] stdout: [INFO] [stdout] [INFO] [stdout] Linear Regression training completed: 3 samples, 2 features, 1000 iterations, final cost: 0.001324 [INFO] [stdout] [INFO] [stdout] stderr: [INFO] [stdout] [INFO] [stdout] thread 'main' (642) panicked at /tmp/rustdoctest5s0bSM/doctest_bundle_2024.rs:315:52: [INFO] [stdout] called `Result::unwrap()` on an `Err` value: StdIoError(Os { code: 30, kind: ReadOnlyFilesystem, message: "Read-only file system" }) [INFO] [stdout] stack backtrace: [INFO] [stdout] 0: 0x630701a2c7a2 - std::backtrace_rs::backtrace::libunwind::trace::h16acf28769fcd909 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/../../backtrace/src/backtrace/libunwind.rs:117:9 [INFO] [stdout] 1: 0x630701a2c7a2 - std::backtrace_rs::backtrace::trace_unsynchronized::hb5541aa5d4f92513 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/../../backtrace/src/backtrace/mod.rs:66:14 [INFO] [stdout] 2: 0x630701a2c7a2 - std::sys::backtrace::_print_fmt::h8ac8268cb667a306 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/sys/backtrace.rs:66:9 [INFO] [stdout] 3: 0x630701a2c7a2 - ::fmt::h47627beda0767f4c [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/sys/backtrace.rs:39:26 [INFO] [stdout] 4: 0x630701a3e44f - core::fmt::rt::Argument::fmt::h686a01ad57c1c92a [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/core/src/fmt/rt.rs:173:76 [INFO] [stdout] 5: 0x630701a3e44f - core::fmt::write::h8a63064c67176fd8 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/core/src/fmt/mod.rs:1469:25 [INFO] [stdout] 6: 0x6307019f9393 - std::io::default_write_fmt::hc257f38f86d39af6 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/io/mod.rs:639:11 [INFO] [stdout] 7: 0x6307019f9393 - std::io::Write::write_fmt::h5e9b646cef91150b [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/io/mod.rs:1954:13 [INFO] [stdout] 8: 0x630701a059a2 - std::sys::backtrace::BacktraceLock::print::h4634d27c0afbaebb [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/sys/backtrace.rs:42:9 [INFO] [stdout] 9: 0x630701a0a67f - std::panicking::default_hook::{{closure}}::h23e0299d4738b766 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:301:27 [INFO] [stdout] 10: 0x630701a0a4d9 - std::panicking::default_hook::hfeec6294e8751b62 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:328:9 [INFO] [stdout] 11: 0x630701a0ad05 - std::panicking::panic_with_hook::hd57cd463d793ed79 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:834:13 [INFO] [stdout] 12: 0x630701a0aaea - std::panicking::panic_handler::{{closure}}::hddd6216c3fddee3b [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:707:13 [INFO] [stdout] 13: 0x630701a05ad9 - std::sys::backtrace::__rust_end_short_backtrace::h5e7a56f283378525 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/sys/backtrace.rs:174:18 [INFO] [stdout] 14: 0x6307019edbfd - __rustc[256c90bb7e548b45]::rust_begin_unwind [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:698:5 [INFO] [stdout] 15: 0x630701a46100 - core::panicking::panic_fmt::hf19c198748ef6a95 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/core/src/panicking.rs:80:14 [INFO] [stdout] 16: 0x630701a45686 - core::result::unwrap_failed::he81173b5792ad6b0 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/core/src/result.rs:1862:5 [INFO] [stdout] 17: 0x630700f91064 - doctest_bundle_2024::__doctest_12::main::h256810adabbe4066 [INFO] [stdout] 18: 0x630700f913c6 - doctest_bundle_2024::__doctest_12::__main_fn::hed38cf3ddb032ee4 [INFO] [stdout] 19: 0x630700d9e2d1 - doctest_runner_2024::__doctest_12::TEST::{{closure}}::hb743c35aeaf6d1b4 [INFO] [stdout] 20: 0x630700da3656 - core::ops::function::FnOnce::call_once::h4e08c1030252ac74 [INFO] [stdout] 21: 0x630700da2258 - doctest_runner_2024::main::h4305e7b91dbe604e [INFO] [stdout] 22: 0x630700da4203 - core::ops::function::FnOnce::call_once::hc9488aef27809cb2 [INFO] [stdout] 23: 0x630700da26b6 - std::sys::backtrace::__rust_begin_short_backtrace::h8e555d00bd17e116 [INFO] [stdout] 24: 0x630700da2499 - std::rt::lang_start::{{closure}}::h6a8bde63b1626f06 [INFO] [stdout] 25: 0x6307019fb180 - core::ops::function::impls:: for &F>::call_once::hdf957eac011d0136 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/core/src/ops/function.rs:287:21 [INFO] [stdout] 26: 0x6307019fb180 - std::panicking::catch_unwind::do_call::h9ff550f7799115e1 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:590:40 [INFO] [stdout] 27: 0x6307019fb180 - std::panicking::catch_unwind::ha7ce46787bb12905 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:553:19 [INFO] [stdout] 28: 0x6307019fb180 - std::panic::catch_unwind::h625b36596def7d39 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panic.rs:359:14 [INFO] [stdout] 29: 0x6307019fb180 - std::rt::lang_start_internal::{{closure}}::h4cbc9430de699e2c [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/rt.rs:175:24 [INFO] [stdout] 30: 0x6307019fb180 - std::panicking::catch_unwind::do_call::h5af2f11409a22e3e [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:590:40 [INFO] [stdout] 31: 0x6307019fb180 - std::panicking::catch_unwind::hf64cf7b0d8070f52 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:553:19 [INFO] [stdout] 32: 0x6307019fb180 - std::panic::catch_unwind::h480b74763390cdcf [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panic.rs:359:14 [INFO] [stdout] 33: 0x6307019fb180 - std::rt::lang_start_internal::h4b3d04f698aef094 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/rt.rs:171:5 [INFO] [stdout] 34: 0x630700da2481 - std::rt::lang_start::h173a55e48bd28051 [INFO] [stdout] 35: 0x630700da82b5 - main [INFO] [stdout] 36: 0x7986b0cfe1ca - [INFO] [stdout] 37: 0x7986b0cfe28b - __libc_start_main [INFO] [stdout] 38: 0x630700d9d5e5 - _start [INFO] [stdout] 39: 0x0 - [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] ---- src/neural_network/sequential.rs - neural_network::sequential::Sequential (line 28) stdout ---- [INFO] [stdout] Test executable failed (exit status: 101). [INFO] [stdout] [INFO] [stdout] stdout: [INFO] [stdout] Model: "sequential" [INFO] [stdout] ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓ [INFO] [stdout] ┃ Layer (type) ┃ Output Shape ┃ Param # ┃ [INFO] [stdout] ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩ [INFO] [stdout] │ Layer (Dense) │ (None, 128) │ 100480 │ [INFO] [stdout] │ Layer_1 (Dense) │ (None, 64) │ 8256 │ [INFO] [stdout] │ Layer_2 (Dense) │ (None, 10) │ 650 │ [INFO] [stdout] └─────────────────────────────────┴────────────────────────┴───────────────┘ [INFO] [stdout] Total params: 109386 (437544 B) [INFO] [stdout] Trainable params: 109386 (437544 B) [INFO] [stdout] Non-trainable params: 0 (0 B) [INFO] [stdout] [INFO] [stdout] Neural network training completed: 32 samples, 10 epochs [INFO] [stdout] [INFO] [stdout] stderr: [INFO] [stdout] [INFO] [stdout] thread 'main' (1152) panicked at /tmp/rustdoctest5s0bSM/doctest_bundle_2024.rs:1971:34: [INFO] [stdout] called `Result::unwrap()` on an `Err` value: StdIoError(Os { code: 30, kind: ReadOnlyFilesystem, message: "Read-only file system" }) [INFO] [stdout] stack backtrace: [INFO] [stdout] 0: 0x627c5c2b97a2 - std::backtrace_rs::backtrace::libunwind::trace::h16acf28769fcd909 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/../../backtrace/src/backtrace/libunwind.rs:117:9 [INFO] [stdout] 1: 0x627c5c2b97a2 - std::backtrace_rs::backtrace::trace_unsynchronized::hb5541aa5d4f92513 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/../../backtrace/src/backtrace/mod.rs:66:14 [INFO] [stdout] 2: 0x627c5c2b97a2 - std::sys::backtrace::_print_fmt::h8ac8268cb667a306 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/sys/backtrace.rs:66:9 [INFO] [stdout] 3: 0x627c5c2b97a2 - ::fmt::h47627beda0767f4c [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/sys/backtrace.rs:39:26 [INFO] [stdout] 4: 0x627c5c2cb44f - core::fmt::rt::Argument::fmt::h686a01ad57c1c92a [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/core/src/fmt/rt.rs:173:76 [INFO] [stdout] 5: 0x627c5c2cb44f - core::fmt::write::h8a63064c67176fd8 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/core/src/fmt/mod.rs:1469:25 [INFO] [stdout] 6: 0x627c5c286393 - std::io::default_write_fmt::hc257f38f86d39af6 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/io/mod.rs:639:11 [INFO] [stdout] 7: 0x627c5c286393 - std::io::Write::write_fmt::h5e9b646cef91150b [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/io/mod.rs:1954:13 [INFO] [stdout] 8: 0x627c5c2929a2 - std::sys::backtrace::BacktraceLock::print::h4634d27c0afbaebb [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/sys/backtrace.rs:42:9 [INFO] [stdout] 9: 0x627c5c29767f - std::panicking::default_hook::{{closure}}::h23e0299d4738b766 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:301:27 [INFO] [stdout] 10: 0x627c5c2974d9 - std::panicking::default_hook::hfeec6294e8751b62 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:328:9 [INFO] [stdout] 11: 0x627c5c297d05 - std::panicking::panic_with_hook::hd57cd463d793ed79 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:834:13 [INFO] [stdout] 12: 0x627c5c297aea - std::panicking::panic_handler::{{closure}}::hddd6216c3fddee3b [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:707:13 [INFO] [stdout] 13: 0x627c5c292ad9 - std::sys::backtrace::__rust_end_short_backtrace::h5e7a56f283378525 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/sys/backtrace.rs:174:18 [INFO] [stdout] 14: 0x627c5c27abfd - __rustc[256c90bb7e548b45]::rust_begin_unwind [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:698:5 [INFO] [stdout] 15: 0x627c5c2d3100 - core::panicking::panic_fmt::hf19c198748ef6a95 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/core/src/panicking.rs:80:14 [INFO] [stdout] 16: 0x627c5c2d2686 - core::result::unwrap_failed::he81173b5792ad6b0 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/core/src/result.rs:1862:5 [INFO] [stdout] 17: 0x627c5b82f3cf - doctest_bundle_2024::__doctest_71::main::h4a949e34d339fae7 [INFO] [stdout] 18: 0x627c5b82f836 - doctest_bundle_2024::__doctest_71::__main_fn::h882a53283d8c03c7 [INFO] [stdout] 19: 0x627c5b62d051 - doctest_runner_2024::__doctest_71::TEST::{{closure}}::h655a5c5bd0dc98ba [INFO] [stdout] 20: 0x627c5b6311d6 - core::ops::function::FnOnce::call_once::hc8d74653287d11e8 [INFO] [stdout] 21: 0x627c5b62f258 - doctest_runner_2024::main::h4305e7b91dbe604e [INFO] [stdout] 22: 0x627c5b631203 - core::ops::function::FnOnce::call_once::hc9488aef27809cb2 [INFO] [stdout] 23: 0x627c5b62f6b6 - std::sys::backtrace::__rust_begin_short_backtrace::h8e555d00bd17e116 [INFO] [stdout] 24: 0x627c5b62f499 - std::rt::lang_start::{{closure}}::h6a8bde63b1626f06 [INFO] [stdout] 25: 0x627c5c288180 - core::ops::function::impls:: for &F>::call_once::hdf957eac011d0136 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/core/src/ops/function.rs:287:21 [INFO] [stdout] 26: 0x627c5c288180 - std::panicking::catch_unwind::do_call::h9ff550f7799115e1 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:590:40 [INFO] [stdout] 27: 0x627c5c288180 - std::panicking::catch_unwind::ha7ce46787bb12905 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:553:19 [INFO] [stdout] 28: 0x627c5c288180 - std::panic::catch_unwind::h625b36596def7d39 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panic.rs:359:14 [INFO] [stdout] 29: 0x627c5c288180 - std::rt::lang_start_internal::{{closure}}::h4cbc9430de699e2c [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/rt.rs:175:24 [INFO] [stdout] 30: 0x627c5c288180 - std::panicking::catch_unwind::do_call::h5af2f11409a22e3e [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:590:40 [INFO] [stdout] 31: 0x627c5c288180 - std::panicking::catch_unwind::hf64cf7b0d8070f52 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panicking.rs:553:19 [INFO] [stdout] 32: 0x627c5c288180 - std::panic::catch_unwind::h480b74763390cdcf [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/panic.rs:359:14 [INFO] [stdout] 33: 0x627c5c288180 - std::rt::lang_start_internal::h4b3d04f698aef094 [INFO] [stdout] at /rustc/3b4dd9bf1410f8da6329baa36ce5e37673cbbd1f/library/std/src/rt.rs:171:5 [INFO] [stdout] 34: 0x627c5b62f481 - std::rt::lang_start::h173a55e48bd28051 [INFO] [stdout] 35: 0x627c5b6352b5 - main [INFO] [stdout] 36: 0x784ce45681ca - [INFO] [stdout] 37: 0x784ce456828b - __libc_start_main [INFO] [stdout] 38: 0x627c5b62a5e5 - _start [INFO] [stdout] 39: 0x0 - [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] failures: [INFO] [stdout] src/machine_learning/linear_regression.rs - machine_learning::linear_regression::LinearRegression (line 25) [INFO] [stdout] src/neural_network/sequential.rs - neural_network::sequential::Sequential (line 28) [INFO] [stdout] [INFO] [stdout] test result: FAILED. 78 passed; 2 failed; 2 ignored; 0 measured; 0 filtered out; finished in 38.18s [INFO] [stdout] [INFO] [stdout] all doctests ran in 50.67s; merged doctests compilation took 12.44s [INFO] [stderr] error: doctest failed, to rerun pass `--doc` [INFO] running `Command { std: "docker" "inspect" "9eba161880311d8625a04bc3a4199767b9a94d55d5259e940bf1cb2f3910a171", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "9eba161880311d8625a04bc3a4199767b9a94d55d5259e940bf1cb2f3910a171", kill_on_drop: false }` [INFO] [stdout] 9eba161880311d8625a04bc3a4199767b9a94d55d5259e940bf1cb2f3910a171