[INFO] fetching crate scirs2-neural 0.1.2...
[INFO] testing scirs2-neural-0.1.2 against beta-2026-01-20 for beta-1.94-1
[INFO] extracting crate scirs2-neural 0.1.2 into /workspace/builds/worker-3-tc2/source
[INFO] started tweaking crates.io crate scirs2-neural 0.1.2
[INFO] removed 0 missing examples
[INFO] removed 0 missing tests
[INFO] finished tweaking crates.io crate scirs2-neural 0.1.2
[INFO] tweaked toml for crates.io crate scirs2-neural 0.1.2 written to /workspace/builds/worker-3-tc2/source/Cargo.toml
[INFO] validating manifest of crates.io crate scirs2-neural 0.1.2 on toolchain beta-2026-01-20
[INFO] running `Command { std: CARGO_HOME="/workspace/cargo-home" RUSTUP_HOME="/workspace/rustup-home" "/workspace/cargo-home/bin/cargo" "+beta-2026-01-20" "metadata" "--manifest-path" "Cargo.toml" "--no-deps", kill_on_drop: false }`
[INFO] crate crates.io crate scirs2-neural 0.1.2 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-2026-01-20" "fetch" "--manifest-path" "Cargo.toml", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-3-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-3-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@sha256:98afbf2d16093dec2546ff8915fddc74e65664aa03fc460b3712b1c2c54a33e4" "/opt/rustwide/cargo-home/bin/cargo" "+beta-2026-01-20" "metadata" "--no-deps" "--format-version=1", kill_on_drop: false }`
[INFO] [stdout] 8e6b81a20ccf4239a321b156a69c0a6ea6eb127b89948daefcc7d8093d003175
[INFO] running `Command { std: "docker" "start" "-a" "8e6b81a20ccf4239a321b156a69c0a6ea6eb127b89948daefcc7d8093d003175", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "inspect" "8e6b81a20ccf4239a321b156a69c0a6ea6eb127b89948daefcc7d8093d003175", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "8e6b81a20ccf4239a321b156a69c0a6ea6eb127b89948daefcc7d8093d003175", kill_on_drop: false }`
[INFO] [stdout] 8e6b81a20ccf4239a321b156a69c0a6ea6eb127b89948daefcc7d8093d003175
[INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-3-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-3-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@sha256:98afbf2d16093dec2546ff8915fddc74e65664aa03fc460b3712b1c2c54a33e4" "/opt/rustwide/cargo-home/bin/cargo" "+beta-2026-01-20" "build" "--frozen" "--message-format=json", kill_on_drop: false }`
[INFO] [stdout] 23f7d84a20edc7f835fe0b9cb7267aec051a233fca7861c0bea003dbffc6fcf0
[INFO] running `Command { std: "docker" "start" "-a" "23f7d84a20edc7f835fe0b9cb7267aec051a233fca7861c0bea003dbffc6fcf0", kill_on_drop: false }`
[INFO] [stderr]    Compiling libm v0.2.15
[INFO] [stderr]    Compiling zerocopy v0.8.33
[INFO] [stderr]    Compiling getrandom v0.3.4
[INFO] [stderr]    Compiling rawpointer v0.2.1
[INFO] [stderr]    Compiling find-msvc-tools v0.1.7
[INFO] [stderr]    Compiling num-traits v0.2.19
[INFO] [stderr]    Compiling matrixmultiply v0.3.10
[INFO] [stderr]    Compiling zmij v1.0.14
[INFO] [stderr]    Compiling getrandom v0.2.17
[INFO] [stderr]    Compiling crossbeam-queue v0.3.12
[INFO] [stderr]    Compiling bytemuck_derive v1.10.2
[INFO] [stderr]    Compiling serde_derive v1.0.228
[INFO] [stderr]    Compiling zerocopy-derive v0.8.33
[INFO] [stderr]    Compiling thiserror-impl v2.0.17
[INFO] [stderr]    Compiling crossbeam-channel v0.5.15
[INFO] [stderr]    Compiling oxicode_derive v0.1.0
[INFO] [stderr]    Compiling num_cpus v1.17.0
[INFO] [stderr]    Compiling scirs2-neural v0.1.2 (/opt/rustwide/workdir)
[INFO] [stderr]    Compiling cc v1.2.52
[INFO] [stderr]    Compiling rand_core v0.6.4
[INFO] [stderr]    Compiling serde_json v1.0.149
[INFO] [stderr]    Compiling crossbeam v0.8.4
[INFO] [stderr]    Compiling rand_core v0.9.5
[INFO] [stderr]    Compiling uuid v1.19.0
[INFO] [stderr]    Compiling bytemuck v1.24.0
[INFO] [stderr]    Compiling thiserror v2.0.17
[INFO] [stderr]    Compiling safe_arch v0.7.4
[INFO] [stderr]    Compiling safe_arch v1.0.0
[INFO] [stderr]    Compiling scirs2-core v0.1.2
[INFO] [stderr]    Compiling wide v0.7.33
[INFO] [stderr]    Compiling wide v1.1.1
[INFO] [stderr]    Compiling approx v0.5.1
[INFO] [stderr]    Compiling num-integer v0.1.46
[INFO] [stderr]    Compiling num-rational v0.4.2
[INFO] [stderr]    Compiling serde v1.0.228
[INFO] [stderr]    Compiling ppv-lite86 v0.2.21
[INFO] [stderr]    Compiling num-complex v0.4.6
[INFO] [stderr]    Compiling chrono v0.4.43
[INFO] [stderr]    Compiling half v2.7.1
[INFO] [stderr]    Compiling oxicode v0.1.1
[INFO] [stderr]    Compiling rand_chacha v0.9.0
[INFO] [stderr]    Compiling rand_chacha v0.3.1
[INFO] [stderr]    Compiling rand v0.9.2
[INFO] [stderr]    Compiling oxiblas-core v0.1.2
[INFO] [stderr]    Compiling ndarray v0.17.2
[INFO] [stderr]    Compiling simba v0.9.1
[INFO] [stderr]    Compiling rand v0.8.5
[INFO] [stderr]    Compiling oxiblas-matrix v0.1.2
[INFO] [stderr]    Compiling rand_distr v0.5.1
[INFO] [stderr]    Compiling rand_distr v0.4.3
[INFO] [stderr]    Compiling oxiblas-blas v0.1.2
[INFO] [stderr]    Compiling oxiblas-lapack v0.1.2
[INFO] [stderr]    Compiling ndarray-rand v0.16.0
[INFO] [stderr]    Compiling nalgebra v0.33.2
[INFO] [stderr]    Compiling oxiblas-ndarray v0.1.2
[INFO] [stderr]    Compiling statrs v0.18.0
[INFO] [stderr]    Compiling scirs2-linalg v0.1.2
[INFO] [stderr]     Finished `dev` profile [unoptimized + debuginfo] target(s) in 58.30s
[INFO] running `Command { std: "docker" "inspect" "23f7d84a20edc7f835fe0b9cb7267aec051a233fca7861c0bea003dbffc6fcf0", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "23f7d84a20edc7f835fe0b9cb7267aec051a233fca7861c0bea003dbffc6fcf0", kill_on_drop: false }`
[INFO] [stdout] 23f7d84a20edc7f835fe0b9cb7267aec051a233fca7861c0bea003dbffc6fcf0
[INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-3-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-3-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@sha256:98afbf2d16093dec2546ff8915fddc74e65664aa03fc460b3712b1c2c54a33e4" "/opt/rustwide/cargo-home/bin/cargo" "+beta-2026-01-20" "test" "--frozen" "--no-run" "--message-format=json", kill_on_drop: false }`
[INFO] [stdout] 1636128b3535af059532f58edc32915baac390346e2bfbf12365b2b51a6f393f
[INFO] running `Command { std: "docker" "start" "-a" "1636128b3535af059532f58edc32915baac390346e2bfbf12365b2b51a6f393f", kill_on_drop: false }`
[INFO] [stderr]    Compiling scirs2-neural v0.1.2 (/opt/rustwide/workdir)
[INFO] [stderr]     Finished `test` profile [unoptimized + debuginfo] target(s) in 13.00s
[INFO] running `Command { std: "docker" "inspect" "1636128b3535af059532f58edc32915baac390346e2bfbf12365b2b51a6f393f", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "1636128b3535af059532f58edc32915baac390346e2bfbf12365b2b51a6f393f", kill_on_drop: false }`
[INFO] [stdout] 1636128b3535af059532f58edc32915baac390346e2bfbf12365b2b51a6f393f
[INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-3-tc2/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-3-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@sha256:98afbf2d16093dec2546ff8915fddc74e65664aa03fc460b3712b1c2c54a33e4" "/opt/rustwide/cargo-home/bin/cargo" "+beta-2026-01-20" "test" "--frozen", kill_on_drop: false }`
[INFO] [stdout] f7f56e4b9663ff1e877daa9fa2a69c2d4f56a0869d20ba65af1fb15e1d26341e
[INFO] running `Command { std: "docker" "start" "-a" "f7f56e4b9663ff1e877daa9fa2a69c2d4f56a0869d20ba65af1fb15e1d26341e", kill_on_drop: false }`
[INFO] [stderr]     Finished `test` profile [unoptimized + debuginfo] target(s) in 1.06s
[INFO] [stderr]      Running unittests src/lib.rs (/opt/rustwide/target/debug/deps/scirs2_neural-81da1c3785a4d9cd)
[INFO] [stdout] 
[INFO] [stdout] running 106 tests
[INFO] [stdout] test activations_minimal::tests::test_leaky_relu_simd_f32_1d ... ok
[INFO] [stdout] test activations_minimal::tests::test_leaky_relu_backward ... ok
[INFO] [stdout] test activations_minimal::tests::test_relu_2d_fallback ... ok
[INFO] [stdout] test activations_minimal::tests::test_relu_simd_f32_1d ... ok
[INFO] [stdout] test layers::attention::tests::test_attention_config_default ... ok
[INFO] [stdout] test layers::attention::tests::test_invalid_d_model ... ok
[INFO] [stdout] test activations_minimal::tests::test_leaky_relu_large_array_f32 ... ok
[INFO] [stdout] test layers::attention::tests::test_attention_with_name ... ok
[INFO] [stdout] test activations_minimal::tests::test_relu_simd_f64_1d ... ok
[INFO] [stdout] test activations_minimal::tests::test_relu_backward ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_creation ... ok
[INFO] [stdout] test layers::conv::common::tests::test_calculate_adaptive_pooling_params ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_large_batch_uses_simd ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_parameter_count ... ok
[INFO] [stdout] test layers::conv::common::tests::test_outputshape_calculation ... ok
[INFO] [stdout] test activations_minimal::tests::test_relu_large_array_f64 ... ok
[INFO] [stdout] test layers::conv::common::tests::test_padding_mode_calculation ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_small_batch_uses_naive ... ok
[INFO] [stdout] test activations_minimal::tests::test_leaky_relu_simd_f64_1d ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_without_bias ... ok
[INFO] [stdout] test layers::conv::pooling::tests::test_avgpool2d_backward ... ok
[INFO] [stdout] test layers::conv::pooling::tests::test_avgpool2d_forward_values ... ok
[INFO] [stdout] test layers::attention::tests::test_self_attention_creation ... ok
[INFO] [stdout] test layers::conv::pooling::tests::test_global_avgpool2d_backward ... ok
[INFO] [stdout] test layers::conv::pooling::tests::test_global_avgpool2d_forward ... ok
[INFO] [stdout] test layers::conv::pooling::tests::test_maxpool2d_creation ... ok
[INFO] [stdout] test layers::conv::tests::test_avgpool2d_basic ... ok
[INFO] [stdout] test layers::conv::pooling::tests::test_avgpool2d_forward_shape ... ok
[INFO] [stdout] test layers::conv::tests::test_conv2d_basic ... ok
[INFO] [stdout] test layers::conv::tests::test_globalavgpool2d_basic ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_forward_with_stride ... ok
[INFO] [stdout] test layers::attention::tests::test_multihead_attention_causal ... ok
[INFO] [stdout] test layers::conv::pooling::tests::test_maxpool2d_forward_values ... ok
[INFO] [stdout] test layers::conv::tests::test_maxpool2d_basic ... ok
[INFO] [stdout] test layers::conv::pooling::tests::test_maxpool2d_backward ... ok
[INFO] [stdout] test layers::embedding::tests::test_embedding_config_default ... ok
[INFO] [stdout] test layers::embedding::tests::test_embedding_creation ... ok
[INFO] [stdout] test layers::conv::pooling::tests::test_maxpool2d_forward_shape ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_backward ... ok
[INFO] [stdout] test layers::embedding::tests::test_embedding_parameter_count ... ok
[INFO] [stdout] test layers::flash_attention::tests::test_flash_attention_config ... ok
[INFO] [stdout] test layers::embedding::tests::test_positional_embedding_sinusoidal ... ok
[INFO] [stdout] test layers::attention::tests::test_multihead_attention_creation ... ok
[INFO] [stdout] test layers::embedding::tests::test_embedding_forward ... ok
[INFO] [stdout] test layers::embedding::tests::test_embedding_creation_invalid ... ok
[INFO] [stdout] test layers::embedding::tests::test_positional_embedding_learned ... ok
[INFO] [stdout] test layers::recurrent::rnn::tests::test_recurrent_activations ... ok
[INFO] [stdout] test layers::regularization::tests::test_activity_loss_calculation ... ok
[INFO] [stdout] test layers::regularization::tests::test_activity_regularization_backward ... ok
[INFO] [stdout] test layers::regularization::tests::test_activity_regularization_creation ... ok
[INFO] [stdout] test layers::regularization::tests::test_activity_regularization_forward ... ok
[INFO] [stdout] test layers::regularization::tests::test_l1_activity_regularization ... ok
[INFO] [stdout] test layers::regularization::tests::test_l2_activity_regularization ... ok
[INFO] [stdout] test losses::huber::tests::test_huber_2d ... ok
[INFO] [stdout] test layers::flash_attention::tests::test_flash_vs_standard_attention ... ok
[INFO] [stdout] test losses::huber::tests::test_huber_backward_quadratic ... ok
[INFO] [stdout] test layers::flash_attention::tests::test_flash_attention_compute_function ... ok
[INFO] [stdout] test losses::huber::tests::test_huber_linear_region ... ok
[INFO] [stdout] test losses::huber::tests::test_huber_mixed_regions ... ok
[INFO] [stdout] test losses::huber::tests::test_huber_perfect_predictions ... ok
[INFO] [stdout] test losses::huber::tests::test_huber_quadratic_region ... ok
[INFO] [stdout] test losses::huber::tests::test_smooth_l1_alias ... ok
[INFO] [stdout] test losses::huber::tests::test_huber_backward_linear ... ok
[INFO] [stdout] test losses::huber::tests::test_huber_custom_delta ... ok
[INFO] [stdout] test losses::mae::tests::test_mae_2d ... ok
[INFO] [stdout] test losses::mae::tests::test_mae_backward ... ok
[INFO] [stdout] test losses::mae::tests::test_mae_forward_perfect ... ok
[INFO] [stdout] test utils::datasets::tests::test_batch_iterator ... ok
[INFO] [stdout] test utils::datasets::tests::test_batch_iterator_drop_last ... ok
[INFO] [stdout] test utils::datasets::tests::test_data_loader ... ok
[INFO] [stdout] test utils::datasets::tests::test_dataset_creation ... ok
[INFO] [stdout] test losses::mae::tests::test_mae_forward_basic ... ok
[INFO] [stdout] test utils::datasets::tests::test_dataset_mismatched_sizes ... ok
[INFO] [stdout] test utils::datasets::tests::test_dataset_shuffle ... ok
[INFO] [stdout] test layers::flash_attention::tests::test_flash_attention_numerical_stability ... ok
[INFO] [stdout] test layers::embedding::tests::test_positional_embedding_forward ... ok
[INFO] [stdout] test layers::recurrent::rnn::tests::test_rnnshape ... ok
[INFO] [stdout] test utils::datasets::tests::test_get_batch ... ok
[INFO] [stdout] test utils::datasets::tests::test_standard_scaler ... ok
[INFO] [stdout] test utils::datasets::tests::test_minmax_scaler ... ok
[INFO] [stdout] test utils::datasets::tests::test_train_val_split ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_learned_from_embeddings ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_max_len_error ... ok
[INFO] [stdout] test utils::datasets::tests::test_one_hot_encode ... ok
[INFO] [stdout] test losses::mae::tests::test_mae_with_negative_values ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_learned_encoding ... ok
[INFO] [stdout] test layers::attention::tests::test_multihead_attention_forward ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_factory ... ok
[INFO] [stdout] test layers::recurrent::gru::tests::test_grushape ... ok
[INFO] [stdout] test layers::flash_attention::tests::test_flash_attention_creation ... ok
[INFO] [stdout] test layers::flash_attention::tests::test_flash_attention_causal ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_rope_rotate ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_sinusoidal_encoding_values ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_sinusoidal_apply ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_relative_attention_bias ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_rope_with_offset ... ok
[INFO] [stdout] test layers::attention::tests::test_self_attention_forward ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_sinusoidal_encoding_shape ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_rope_encoding ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_relative_encoding ... ok
[INFO] [stdout] test layers::flash_attention::tests::test_flash_attention_forward ... ok
[INFO] [stdout] test utils::positional_encoding::tests::test_sinusoidal_properties ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_simd_same_padding ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_simd_custom_padding ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_forward_shape ... ok
[INFO] [stdout] test layers::conv::conv2d::tests::test_conv2d_simd_vs_naive_correctness ... ok
[INFO] [stdout] 
[INFO] [stdout] test result: ok. 106 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 1.79s
[INFO] [stdout] 
[INFO] [stderr]      Running tests/test_simd_softmax.rs (/opt/rustwide/target/debug/deps/test_simd_softmax-557ffe530160ed27)
[INFO] [stdout] 
[INFO] [stdout] running 10 tests
[INFO] [stdout] test test_simd_softmax_backward_pass ... ok
[INFO] [stdout] test test_simd_softmax_f32_large ... ok
[INFO] [stdout] test test_simd_softmax_negative_values ... ok
[INFO] [stdout] test test_simd_softmax_f32_basic ... ok
[INFO] [stdout] test test_simd_softmax_single_element ... ok
[INFO] [stdout] test test_simd_softmax_uniform ... ok
[INFO] [stdout] test test_simd_softmax_f64_large ... ok
[INFO] [stdout] test test_simd_softmax_f64_basic ... ok
[INFO] [stdout] test test_simd_softmax_accuracy_vs_scalar ... ok
[INFO] [stdout] test test_simd_softmax_numerical_stability ... ok
[INFO] [stderr]    Doc-tests scirs2_neural
[INFO] [stdout] 
[INFO] [stdout] test result: ok. 10 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 0.00s
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] running 43 tests
[INFO] [stdout] test src/layers/attention.rs - layers::attention::MultiHeadAttention (line 69) ... ignored
[INFO] [stdout] test src/layers/embedding.rs - layers::embedding::Embedding (line 52) ... ignored
[INFO] [stdout] test src/layers/flash_attention.rs - layers::flash_attention::FlashAttention (line 116) ... ignored
[INFO] [stdout] test src/layers/regularization.rs - layers::regularization::ActivityRegularization (line 21) ... ignored
[INFO] [stdout] test src/layers/regularization.rs - layers::regularization::L1ActivityRegularization (line 270) ... ignored
[INFO] [stdout] test src/layers/regularization.rs - layers::regularization::L2ActivityRegularization (line 358) ... ignored
[INFO] [stdout] test src/lib.rs - (line 100) ... ignored
[INFO] [stdout] test src/lib.rs - (line 123) ... ignored
[INFO] [stdout] test src/lib.rs - (line 143) ... ignored
[INFO] [stdout] test src/lib.rs - (line 175) ... ignored
[INFO] [stdout] test src/lib.rs - (line 40) ... ignored
[INFO] [stdout] test src/lib.rs - (line 68) ... ignored
[INFO] [stdout] test src/losses/mod.rs - losses (line 19) ... ok
[INFO] [stdout] test src/losses/mod.rs - losses::Loss (line 109) ... ok
[INFO] [stdout] test src/lib.rs - prelude (line 332) ... ok
[INFO] [stdout] test src/utils/datasets.rs - utils::datasets::DataLoader (line 272) ... ignored
[INFO] [stdout] test src/utils/datasets.rs - utils::datasets::Dataset (line 19) ... ignored
[INFO] [stdout] test src/losses/mae.rs - losses::mae::MeanAbsoluteError (line 23) ... ok
[INFO] [stdout] test src/layers/conv/pooling.rs - layers::conv::pooling::AvgPool2D (line 283) ... ok
[INFO] [stdout] test src/losses/contrastive.rs - losses::contrastive::ContrastiveLoss (line 17) ... ok
[INFO] [stdout] test src/layers/conv/conv2d.rs - layers::conv::conv2d::Conv2D (line 28) ... ok
[INFO] [stdout] test src/losses/triplet.rs - losses::triplet::TripletLoss (line 18) ... ok
[INFO] [stdout] test src/losses/focal.rs - losses::focal::FocalLoss (line 18) ... ok
[INFO] [stdout] test src/utils/evaluation/roc_curve.rs - utils::evaluation::roc_curve::ROCCurve<F>::new (line 43) ... ok
[INFO] [stdout] test src/layers/recurrent/rnn.rs - layers::recurrent::rnn::RNN (line 65) ... ok
[INFO] [stdout] test src/losses/mod.rs - losses::Loss::forward (line 134) ... ok
[INFO] [stdout] test src/losses/huber.rs - losses::huber::HuberLoss (line 30) ... ok
[INFO] [stdout] test src/losses/crossentropy.rs - losses::crossentropy::CrossEntropyLoss (line 14) ... ok
[INFO] [stdout] test src/losses/mse.rs - losses::mse::MeanSquaredError (line 16) ... ok
[INFO] [stdout] test src/utils/evaluation/confusion_matrix.rs - utils::evaluation::confusion_matrix::ConfusionMatrix<F>::error_heatmap (line 504) ... ok
[INFO] [stdout] test src/utils/evaluation/confusion_matrix.rs - utils::evaluation::confusion_matrix::ConfusionMatrix<F>::new (line 37) ... ok
[INFO] [stdout] test src/layers/recurrent/gru.rs - layers::recurrent::gru::GRU (line 31) ... ok
[INFO] [stdout] test src/utils/metrics.rs - utils::metrics::mean_squared_error (line 140) ... ok
[INFO] [stdout] test src/layers/recurrent/lstm.rs - layers::recurrent::lstm::LSTM (line 34) ... ok
[INFO] [stdout] test src/utils/metrics.rs - utils::metrics::categorical_accuracy (line 233) ... ok
[INFO] [stdout] test src/utils/evaluation/feature_importance.rs - utils::evaluation::feature_importance::FeatureImportance<F>::new (line 38) ... ok
[INFO] [stdout] test src/layers/conv/pooling.rs - layers::conv::pooling::MaxPool2D (line 29) ... ok
[INFO] [stdout] test src/utils/evaluation/learning_curve.rs - utils::evaluation::learning_curve::LearningCurve<F>::new (line 45) ... ok
[INFO] [stdout] test src/layers/recurrent/bidirectional.rs - layers::recurrent::bidirectional::Bidirectional (line 17) ... ok
[INFO] [stdout] test src/utils/mod.rs - utils::random_normal (line 50) ... ok
[INFO] [stdout] test src/utils/evaluation/roc_curve.rs - utils::evaluation::roc_curve::ROCCurve<F>::to_ascii_with_options (line 165) ... ok
[INFO] [stdout] test src/utils/mod.rs - utils::positional_encoding (line 37) ... ok
[INFO] [stdout] test src/utils/metrics.rs - utils::metrics::binary_accuracy (line 185) ... ok
[INFO] [stdout] 
[INFO] [stdout] test result: ok. 29 passed; 0 failed; 14 ignored; 0 measured; 0 filtered out; finished in 12.54s
[INFO] [stdout] 
[INFO] running `Command { std: "docker" "inspect" "f7f56e4b9663ff1e877daa9fa2a69c2d4f56a0869d20ba65af1fb15e1d26341e", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "f7f56e4b9663ff1e877daa9fa2a69c2d4f56a0869d20ba65af1fb15e1d26341e", kill_on_drop: false }`
[INFO] [stdout] f7f56e4b9663ff1e877daa9fa2a69c2d4f56a0869d20ba65af1fb15e1d26341e
