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(/opt/rustwide/workdir) [INFO] [stdout] warning: unused import: `arr1` [INFO] [stdout] --> src/deep_learning/activation_functions.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::common::*` [INFO] [stdout] --> src/deep_learning/activation_functions.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use crate::deep_learning::common::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `arr1` [INFO] [stdout] --> src/deep_learning/loss_functions.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Dim`, `arr1`, `arr2` [INFO] [stdout] --> src/deep_learning/network.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 6 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] 7 | Dim, [INFO] [stdout] | ^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `identity_array`, `sigmoid_array`, `softmax_array` [INFO] [stdout] --> src/deep_learning/network.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 11 | identity_array, [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] 12 | sigmoid_array, [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] 13 | softmax_array [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::mnist::*` [INFO] [stdout] --> src/deep_learning/network.rs:18:5 [INFO] [stdout] | [INFO] [stdout] 18 | use crate::deep_learning::mnist::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::prelude::*` [INFO] [stdout] --> src/deep_learning/network.rs:20:5 [INFO] [stdout] | [INFO] [stdout] 20 | use rand::prelude::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `NormalizedMnist` [INFO] [stdout] --> src/deep_learning/mnist.rs:4:20 [INFO] [stdout] | [INFO] [stdout] 4 | use mnist::{Mnist, NormalizedMnist, MnistBuilder}; [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayBase`, `Axis`, `arr1`, `arr2`, `s` [INFO] [stdout] --> src/deep_learning/mnist.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | ArrayBase, [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] 7 | Array, [INFO] [stdout] 8 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 9 | Array2, [INFO] [stdout] 10 | Axis, [INFO] [stdout] | ^^^^ [INFO] [stdout] 11 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 12 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] 13 | s [INFO] [stdout] | ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::common::*` [INFO] [stdout] --> src/deep_learning/mnist.rs:15:5 [INFO] [stdout] | [INFO] [stdout] 15 | use crate::deep_learning::common::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::network_learning::*` [INFO] [stdout] --> src/deep_learning/mnist.rs:16:5 [INFO] [stdout] | [INFO] [stdout] 16 | use crate::deep_learning::network_learning::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `arr1` [INFO] [stdout] --> src/deep_learning/common.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::Rng` [INFO] [stdout] --> src/deep_learning/network_learning.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use rand::Rng; [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Duration`, `Instant` [INFO] [stdout] --> src/deep_learning/network_learning.rs:7:17 [INFO] [stdout] | [INFO] [stdout] 7 | use std::time::{Duration, Instant}; [INFO] [stdout] | ^^^^^^^^ ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `arr1`, `arr2` [INFO] [stdout] --> src/deep_learning/network_learning.rs:13:5 [INFO] [stdout] | [INFO] [stdout] 13 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 14 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `arr1` [INFO] [stdout] --> src/deep_learning/network_layers.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayView1`, `Array`, `Axis`, `arr1`, `arr2` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:2:5 [INFO] [stdout] | [INFO] [stdout] 2 | Array, [INFO] [stdout] | ^^^^^ [INFO] [stdout] 3 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 4 | Array2, [INFO] [stdout] 5 | ArrayView1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] 6 | Axis, [INFO] [stdout] | ^^^^ [INFO] [stdout] 7 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 8 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::common::*` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use crate::deep_learning::common::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: trait objects without an explicit `dyn` are deprecated [INFO] [stdout] --> src/deep_learning/affine_layer.rs:25:6 [INFO] [stdout] | [INFO] [stdout] 25 | impl NetworkBatchLayer { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^ help: use `dyn`: `dyn NetworkBatchLayer` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(bare_trait_objects)]` on by default [INFO] [stdout] = warning: this is accepted in the current edition (Rust 2018) but is a hard error in Rust 2021! [INFO] [stdout] = note: for more information, see [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayView1`, `Array`, `arr1`, `arr2`, `s` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | Array, [INFO] [stdout] | ^^^^^ [INFO] [stdout] 4 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 5 | Array2, [INFO] [stdout] 6 | ArrayView1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] 7 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 8 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] 9 | s, [INFO] [stdout] | ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Dim` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use ndarray::Dim; [INFO] [stdout] | ^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `arr2` [INFO] [stdout] --> src/deep_learning/neural_network.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::activation_layers::*` [INFO] [stdout] --> src/deep_learning/neural_network.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use crate::deep_learning::activation_layers::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::softmax_with_loss::*` [INFO] [stdout] --> src/deep_learning/neural_network.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 10 | use crate::deep_learning::softmax_with_loss::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::network_layers` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:13:5 [INFO] [stdout] | [INFO] [stdout] 13 | use crate::deep_learning::network_layers::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `i` [INFO] [stdout] --> src/deep_learning/common.rs:100:9 [INFO] [stdout] | [INFO] [stdout] 100 | for i in 0..size { [INFO] [stdout] | ^ help: if this is intentional, prefix it with an underscore: `_i` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_variables)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `dout` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:51:28 [INFO] [stdout] | [INFO] [stdout] 51 | fn backward(&mut self, dout: Array2, learning_rate: f64) { [INFO] [stdout] | ^^^^ help: if this is intentional, prefix it with an underscore: `_dout` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `learning_rate` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:51:47 [INFO] [stdout] | [INFO] [stdout] 51 | fn backward(&mut self, dout: Array2, learning_rate: f64) { [INFO] [stdout] | ^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_learning_rate` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function is never used: `set_panic_hook` [INFO] [stdout] --> src/utils.rs:1:8 [INFO] [stdout] | [INFO] [stdout] 1 | pub fn set_panic_hook() { [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: associated function is never used: `is_loss_layer` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:26:8 [INFO] [stdout] | [INFO] [stdout] 26 | fn is_loss_layer(&self) -> bool { [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: the `trn_img:` in this pattern is redundant [INFO] [stdout] --> src/deep_learning/mnist.rs:45:13 [INFO] [stdout] | [INFO] [stdout] 45 | trn_img: trn_img, [INFO] [stdout] | ^^^^^^^^^^^^^^^^ help: use shorthand field pattern: `trn_img` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(non_shorthand_field_patterns)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: the `val_img:` in this pattern is redundant [INFO] [stdout] --> src/deep_learning/mnist.rs:47:13 [INFO] [stdout] | [INFO] [stdout] 47 | val_img: val_img, [INFO] [stdout] | ^^^^^^^^^^^^^^^^ help: use shorthand field pattern: `val_img` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: the `tst_img:` in this pattern is redundant [INFO] [stdout] --> src/deep_learning/mnist.rs:49:13 [INFO] [stdout] | [INFO] [stdout] 49 | tst_img: tst_img, [INFO] [stdout] | ^^^^^^^^^^^^^^^^ help: use shorthand field pattern: `tst_img` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: 33 warnings emitted [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `arr1` [INFO] [stdout] --> src/deep_learning/activation_functions.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::common::*` [INFO] [stdout] --> src/deep_learning/activation_functions.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use crate::deep_learning::common::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `arr1` [INFO] [stdout] --> src/deep_learning/loss_functions.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Dim`, `arr1`, `arr2` [INFO] [stdout] --> src/deep_learning/network.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 6 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] 7 | Dim, [INFO] [stdout] | ^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `identity_array`, `sigmoid_array`, `softmax_array` [INFO] [stdout] --> src/deep_learning/network.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 11 | identity_array, [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] 12 | sigmoid_array, [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] 13 | softmax_array [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::mnist::*` [INFO] [stdout] --> src/deep_learning/network.rs:18:5 [INFO] [stdout] | [INFO] [stdout] 18 | use crate::deep_learning::mnist::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::prelude::*` [INFO] [stdout] --> src/deep_learning/network.rs:20:5 [INFO] [stdout] | [INFO] [stdout] 20 | use rand::prelude::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `NormalizedMnist` [INFO] [stdout] --> src/deep_learning/mnist.rs:4:20 [INFO] [stdout] | [INFO] [stdout] 4 | use mnist::{Mnist, NormalizedMnist, MnistBuilder}; [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayBase`, `Axis`, `arr1`, `arr2`, `s` [INFO] [stdout] --> src/deep_learning/mnist.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | ArrayBase, [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] 7 | Array, [INFO] [stdout] 8 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 9 | Array2, [INFO] [stdout] 10 | Axis, [INFO] [stdout] | ^^^^ [INFO] [stdout] 11 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 12 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] 13 | s [INFO] [stdout] | ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::common::*` [INFO] [stdout] --> src/deep_learning/mnist.rs:15:5 [INFO] [stdout] | [INFO] [stdout] 15 | use crate::deep_learning::common::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::network_learning::*` [INFO] [stdout] --> src/deep_learning/mnist.rs:16:5 [INFO] [stdout] | [INFO] [stdout] 16 | use crate::deep_learning::network_learning::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `arr1` [INFO] [stdout] --> src/deep_learning/common.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::Rng` [INFO] [stdout] --> src/deep_learning/network_learning.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use rand::Rng; [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Duration`, `Instant` [INFO] [stdout] --> src/deep_learning/network_learning.rs:7:17 [INFO] [stdout] | [INFO] [stdout] 7 | use std::time::{Duration, Instant}; [INFO] [stdout] | ^^^^^^^^ ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `arr1`, `arr2` [INFO] [stdout] --> src/deep_learning/network_learning.rs:13:5 [INFO] [stdout] | [INFO] [stdout] 13 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 14 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `arr1` [INFO] [stdout] --> src/deep_learning/network_layers.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayView1`, `Array`, `Axis`, `arr1`, `arr2` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:2:5 [INFO] [stdout] | [INFO] [stdout] 2 | Array, [INFO] [stdout] | ^^^^^ [INFO] [stdout] 3 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 4 | Array2, [INFO] [stdout] 5 | ArrayView1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] 6 | Axis, [INFO] [stdout] | ^^^^ [INFO] [stdout] 7 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 8 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::common::*` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use crate::deep_learning::common::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: trait objects without an explicit `dyn` are deprecated [INFO] [stdout] --> src/deep_learning/affine_layer.rs:25:6 [INFO] [stdout] | [INFO] [stdout] 25 | impl NetworkBatchLayer { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^ help: use `dyn`: `dyn NetworkBatchLayer` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(bare_trait_objects)]` on by default [INFO] [stdout] = warning: this is accepted in the current edition (Rust 2018) but is a hard error in Rust 2021! [INFO] [stdout] = note: for more information, see [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayView1`, `Array`, `arr1`, `arr2`, `s` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | Array, [INFO] [stdout] | ^^^^^ [INFO] [stdout] 4 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 5 | Array2, [INFO] [stdout] 6 | ArrayView1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] 7 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 8 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] 9 | s, [INFO] [stdout] | ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Dim` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use ndarray::Dim; [INFO] [stdout] | ^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `arr2` [INFO] [stdout] --> src/deep_learning/neural_network.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::activation_layers::*` [INFO] [stdout] --> src/deep_learning/neural_network.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use crate::deep_learning::activation_layers::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::softmax_with_loss::*` [INFO] [stdout] --> src/deep_learning/neural_network.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 10 | use crate::deep_learning::softmax_with_loss::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::activation_functions::*` [INFO] [stdout] --> src/main.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | use crate::deep_learning::activation_functions::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::loss_functions::*` [INFO] [stdout] --> src/main.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use crate::deep_learning::loss_functions::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::common::*` [INFO] [stdout] --> src/main.rs:8:5 [INFO] [stdout] | [INFO] [stdout] 8 | use crate::deep_learning::common::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::graph_plotter::*` [INFO] [stdout] --> src/main.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use crate::deep_learning::graph_plotter::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::network_learning::*` [INFO] [stdout] --> src/main.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 10 | use crate::deep_learning::network_learning::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::neural_network_learning::*` [INFO] [stdout] --> src/main.rs:15:5 [INFO] [stdout] | [INFO] [stdout] 15 | use crate::deep_learning::neural_network_learning::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayView`, `Array`, `Axis`, `arr1`, `arr2`, `s` [INFO] [stdout] --> src/main.rs:18:5 [INFO] [stdout] | [INFO] [stdout] 18 | Array, [INFO] [stdout] | ^^^^^ [INFO] [stdout] 19 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 20 | Array2, [INFO] [stdout] 21 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 22 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] 23 | s, [INFO] [stdout] | ^ [INFO] [stdout] 24 | Axis, [INFO] [stdout] | ^^^^ [INFO] [stdout] 25 | ArrayView [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::Rng` [INFO] [stdout] --> src/main.rs:28:5 [INFO] [stdout] | [INFO] [stdout] 28 | use rand::Rng; [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::f64::consts::E` [INFO] [stdout] --> src/main.rs:29:5 [INFO] [stdout] | [INFO] [stdout] 29 | use std::f64::consts::E; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Duration`, `Instant` [INFO] [stdout] --> src/main.rs:30:17 [INFO] [stdout] | [INFO] [stdout] 30 | use std::time::{Duration, Instant}; [INFO] [stdout] | ^^^^^^^^ ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::network_layers` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:13:5 [INFO] [stdout] | [INFO] [stdout] 13 | use crate::deep_learning::network_layers::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `trn_lbl` [INFO] [stdout] --> src/main.rs:47:9 [INFO] [stdout] | [INFO] [stdout] 47 | let trn_lbl = mnist.get_trn_lbl(); [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_trn_lbl` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_variables)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `tst_lbl` [INFO] [stdout] --> src/main.rs:51:9 [INFO] [stdout] | [INFO] [stdout] 51 | let tst_lbl = mnist.get_tst_lbl(); [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_tst_lbl` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `i` [INFO] [stdout] --> src/deep_learning/common.rs:100:9 [INFO] [stdout] | [INFO] [stdout] 100 | for i in 0..size { [INFO] [stdout] | ^ help: if this is intentional, prefix it with an underscore: `_i` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `dout` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:51:28 [INFO] [stdout] | [INFO] [stdout] 51 | fn backward(&mut self, dout: Array2, learning_rate: f64) { [INFO] [stdout] | ^^^^ help: if this is intentional, prefix it with an underscore: `_dout` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `learning_rate` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:51:47 [INFO] [stdout] | [INFO] [stdout] 51 | fn backward(&mut self, dout: Array2, learning_rate: f64) { [INFO] [stdout] | ^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_learning_rate` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: associated function is never used: `is_loss_layer` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:26:8 [INFO] [stdout] | [INFO] [stdout] 26 | fn is_loss_layer(&self) -> bool { [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: the `trn_img:` in this pattern is redundant [INFO] [stdout] --> src/deep_learning/mnist.rs:45:13 [INFO] [stdout] | [INFO] [stdout] 45 | trn_img: trn_img, [INFO] [stdout] | ^^^^^^^^^^^^^^^^ help: use shorthand field pattern: `trn_img` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(non_shorthand_field_patterns)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: the `val_img:` in this pattern is redundant [INFO] [stdout] --> src/deep_learning/mnist.rs:47:13 [INFO] [stdout] | [INFO] [stdout] 47 | val_img: val_img, [INFO] [stdout] | ^^^^^^^^^^^^^^^^ help: use shorthand field pattern: `val_img` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: the `tst_img:` in this pattern is redundant [INFO] [stdout] --> src/deep_learning/mnist.rs:49:13 [INFO] [stdout] | [INFO] [stdout] 49 | tst_img: tst_img, [INFO] [stdout] | ^^^^^^^^^^^^^^^^ help: use shorthand field pattern: `tst_img` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: 44 warnings emitted [INFO] [stdout] [INFO] [stdout] [INFO] [stderr] Checking wasm-bindgen-futures v0.4.26 [INFO] [stderr] Checking wasm-bindgen-test v0.3.26 [INFO] [stdout] warning: unused imports: `identity_array`, `sigmoid_array`, `softmax_array` [INFO] [stdout] --> src/deep_learning/network.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 11 | identity_array, [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] 12 | sigmoid_array, [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] 13 | softmax_array [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::mnist::*` [INFO] [stdout] --> src/deep_learning/network.rs:18:5 [INFO] [stdout] | [INFO] [stdout] 18 | use crate::deep_learning::mnist::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::prelude::*` [INFO] [stdout] --> src/deep_learning/network.rs:20:5 [INFO] [stdout] | [INFO] [stdout] 20 | use rand::prelude::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `NormalizedMnist` [INFO] [stdout] --> src/deep_learning/mnist.rs:4:20 [INFO] [stdout] | [INFO] [stdout] 4 | use mnist::{Mnist, NormalizedMnist, MnistBuilder}; [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayBase`, `arr1`, `arr2`, `s` [INFO] [stdout] --> src/deep_learning/mnist.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | ArrayBase, [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] 7 | Array, [INFO] [stdout] 8 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] ... [INFO] [stdout] 11 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 12 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] 13 | s [INFO] [stdout] | ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::network_learning::*` [INFO] [stdout] --> src/deep_learning/mnist.rs:16:5 [INFO] [stdout] | [INFO] [stdout] 16 | use crate::deep_learning::network_learning::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::Rng` [INFO] [stdout] --> src/deep_learning/network_learning.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use rand::Rng; [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Duration`, `Instant` [INFO] [stdout] --> src/deep_learning/network_learning.rs:7:17 [INFO] [stdout] | [INFO] [stdout] 7 | use std::time::{Duration, Instant}; [INFO] [stdout] | ^^^^^^^^ ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayView1`, `Array`, `Axis`, `arr1` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:2:5 [INFO] [stdout] | [INFO] [stdout] 2 | Array, [INFO] [stdout] | ^^^^^ [INFO] [stdout] 3 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 4 | Array2, [INFO] [stdout] 5 | ArrayView1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] 6 | Axis, [INFO] [stdout] | ^^^^ [INFO] [stdout] 7 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::common::*` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use crate::deep_learning::common::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: trait objects without an explicit `dyn` are deprecated [INFO] [stdout] --> src/deep_learning/affine_layer.rs:25:6 [INFO] [stdout] | [INFO] [stdout] 25 | impl NetworkBatchLayer { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^ help: use `dyn`: `dyn NetworkBatchLayer` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(bare_trait_objects)]` on by default [INFO] [stdout] = warning: this is accepted in the current edition (Rust 2018) but is a hard error in Rust 2021! [INFO] [stdout] = note: for more information, see [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayView1`, `Array`, `arr1`, `s` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | Array, [INFO] [stdout] | ^^^^^ [INFO] [stdout] 4 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 5 | Array2, [INFO] [stdout] 6 | ArrayView1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] 7 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 8 | arr2, [INFO] [stdout] 9 | s, [INFO] [stdout] | ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Dim` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use ndarray::Dim; [INFO] [stdout] | ^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::activation_layers::*` [INFO] [stdout] --> src/deep_learning/neural_network.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use crate::deep_learning::activation_layers::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `identity_array`, `sigmoid_array`, `softmax_array` [INFO] [stdout] --> src/deep_learning/network.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 11 | identity_array, [INFO] [stdout] | ^^^^^^^^^^^^^^ [INFO] [stdout] 12 | sigmoid_array, [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] 13 | softmax_array [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::mnist::*` [INFO] [stdout] --> src/deep_learning/network.rs:18:5 [INFO] [stdout] | [INFO] [stdout] 18 | use crate::deep_learning::mnist::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::prelude::*` [INFO] [stdout] --> src/deep_learning/network.rs:20:5 [INFO] [stdout] | [INFO] [stdout] 20 | use rand::prelude::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `NormalizedMnist` [INFO] [stdout] --> src/deep_learning/mnist.rs:4:20 [INFO] [stdout] | [INFO] [stdout] 4 | use mnist::{Mnist, NormalizedMnist, MnistBuilder}; [INFO] [stdout] | ^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayBase`, `arr1`, `arr2`, `s` [INFO] [stdout] --> src/deep_learning/mnist.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | ArrayBase, [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] 7 | Array, [INFO] [stdout] 8 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] ... [INFO] [stdout] 11 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 12 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] 13 | s [INFO] [stdout] | ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::network_learning::*` [INFO] [stdout] --> src/deep_learning/mnist.rs:16:5 [INFO] [stdout] | [INFO] [stdout] 16 | use crate::deep_learning::network_learning::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::Rng` [INFO] [stdout] --> src/deep_learning/network_learning.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use rand::Rng; [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Duration`, `Instant` [INFO] [stdout] --> src/deep_learning/network_learning.rs:7:17 [INFO] [stdout] | [INFO] [stdout] 7 | use std::time::{Duration, Instant}; [INFO] [stdout] | ^^^^^^^^ ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayView1`, `Array`, `Axis`, `arr1` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:2:5 [INFO] [stdout] | [INFO] [stdout] 2 | Array, [INFO] [stdout] | ^^^^^ [INFO] [stdout] 3 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 4 | Array2, [INFO] [stdout] 5 | ArrayView1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] 6 | Axis, [INFO] [stdout] | ^^^^ [INFO] [stdout] 7 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::common::*` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use crate::deep_learning::common::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: trait objects without an explicit `dyn` are deprecated [INFO] [stdout] --> src/deep_learning/affine_layer.rs:25:6 [INFO] [stdout] | [INFO] [stdout] 25 | impl NetworkBatchLayer { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^ help: use `dyn`: `dyn NetworkBatchLayer` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(bare_trait_objects)]` on by default [INFO] [stdout] = warning: this is accepted in the current edition (Rust 2018) but is a hard error in Rust 2021! [INFO] [stdout] = note: for more information, see [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayView1`, `Array`, `arr1`, `s` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:3:5 [INFO] [stdout] | [INFO] [stdout] 3 | Array, [INFO] [stdout] | ^^^^^ [INFO] [stdout] 4 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 5 | Array2, [INFO] [stdout] 6 | ArrayView1, [INFO] [stdout] | ^^^^^^^^^^ [INFO] [stdout] 7 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 8 | arr2, [INFO] [stdout] 9 | s, [INFO] [stdout] | ^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::Dim` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:12:5 [INFO] [stdout] | [INFO] [stdout] 12 | use ndarray::Dim; [INFO] [stdout] | ^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::activation_layers::*` [INFO] [stdout] --> src/deep_learning/neural_network.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use crate::deep_learning::activation_layers::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::activation_functions::*` [INFO] [stdout] --> src/main.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | use crate::deep_learning::activation_functions::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::loss_functions::*` [INFO] [stdout] --> src/main.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use crate::deep_learning::loss_functions::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::common::*` [INFO] [stdout] --> src/main.rs:8:5 [INFO] [stdout] | [INFO] [stdout] 8 | use crate::deep_learning::common::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::graph_plotter::*` [INFO] [stdout] --> src/main.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use crate::deep_learning::graph_plotter::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::network_learning::*` [INFO] [stdout] --> src/main.rs:10:5 [INFO] [stdout] | [INFO] [stdout] 10 | use crate::deep_learning::network_learning::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::neural_network_learning::*` [INFO] [stdout] --> src/main.rs:15:5 [INFO] [stdout] | [INFO] [stdout] 15 | use crate::deep_learning::neural_network_learning::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused imports: `Array1`, `ArrayView`, `Array`, `Axis`, `arr1`, `arr2`, `s` [INFO] [stdout] --> src/main.rs:18:5 [INFO] [stdout] | [INFO] [stdout] 18 | Array, [INFO] [stdout] | ^^^^^ [INFO] [stdout] 19 | Array1, [INFO] [stdout] | ^^^^^^ [INFO] [stdout] 20 | Array2, [INFO] [stdout] 21 | arr1, [INFO] [stdout] | ^^^^ [INFO] [stdout] 22 | arr2, [INFO] [stdout] | ^^^^ [INFO] [stdout] 23 | s, [INFO] [stdout] | ^ [INFO] [stdout] 24 | Axis, [INFO] [stdout] | ^^^^ [INFO] [stdout] 25 | ArrayView [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `Duration` [INFO] [stdout] --> src/main.rs:30:17 [INFO] [stdout] | [INFO] [stdout] 30 | use std::time::{Duration, Instant}; [INFO] [stdout] | ^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0308]: mismatched types [INFO] [stdout] --> src/deep_learning/activation_layers.rs:170:41 [INFO] [stdout] | [INFO] [stdout] 170 | let diffs = relu.backward(dout, Vec::>::new()); [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^ expected `f64`, found struct `Vec` [INFO] [stdout] | [INFO] [stdout] = note: expected type `f64` [INFO] [stdout] found struct `Vec, ndarray::Dim<[usize; 2]>>>` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0308]: mismatched types [INFO] [stdout] --> src/deep_learning/activation_layers.rs:170:41 [INFO] [stdout] | [INFO] [stdout] 170 | let diffs = relu.backward(dout, Vec::>::new()); [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^ expected `f64`, found struct `Vec` [INFO] [stdout] | [INFO] [stdout] = note: expected type `f64` [INFO] [stdout] found struct `Vec, ndarray::Dim<[usize; 2]>>>` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0599]: no method named `len` found for unit type `()` in the current scope [INFO] [stdout] --> src/deep_learning/activation_layers.rs:172:26 [INFO] [stdout] | [INFO] [stdout] 172 | assert_eq!(diffs.len(), 1); [INFO] [stdout] | ^^^ method not found in `()` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/activation_layers.rs:173:20 [INFO] [stdout] | [INFO] [stdout] 173 | assert_eq!(diffs[0], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.0` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0599]: no method named `len` found for unit type `()` in the current scope [INFO] [stdout] --> src/deep_learning/activation_layers.rs:172:26 [INFO] [stdout] | [INFO] [stdout] 172 | assert_eq!(diffs.len(), 1); [INFO] [stdout] | ^^^ method not found in `()` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/activation_layers.rs:173:20 [INFO] [stdout] | [INFO] [stdout] 173 | assert_eq!(diffs[0], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.0` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0308]: mismatched types [INFO] [stdout] --> src/deep_learning/activation_layers.rs:227:52 [INFO] [stdout] | [INFO] [stdout] 227 | let diffs = sigmoid.backward(dout.clone(), Vec::>::new()); [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^ expected `f64`, found struct `Vec` [INFO] [stdout] | [INFO] [stdout] = note: expected type `f64` [INFO] [stdout] found struct `Vec, ndarray::Dim<[usize; 2]>>>` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0308]: mismatched types [INFO] [stdout] --> src/deep_learning/activation_layers.rs:227:52 [INFO] [stdout] | [INFO] [stdout] 227 | let diffs = sigmoid.backward(dout.clone(), Vec::>::new()); [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^ expected `f64`, found struct `Vec` [INFO] [stdout] | [INFO] [stdout] = note: expected type `f64` [INFO] [stdout] found struct `Vec, ndarray::Dim<[usize; 2]>>>` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0599]: no method named `len` found for unit type `()` in the current scope [INFO] [stdout] --> src/deep_learning/activation_layers.rs:229:26 [INFO] [stdout] | [INFO] [stdout] 229 | assert_eq!(diffs.len(), 1); [INFO] [stdout] | ^^^ method not found in `()` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/activation_layers.rs:236:38 [INFO] [stdout] | [INFO] [stdout] 236 | assert_eq!(round_digit_arr2(&diffs[0], -4), round_digit_arr2(&(dout*sigmoid_diff), -4)); [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.0` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0599]: no method named `len` found for unit type `()` in the current scope [INFO] [stdout] --> src/deep_learning/activation_layers.rs:229:26 [INFO] [stdout] | [INFO] [stdout] 229 | assert_eq!(diffs.len(), 1); [INFO] [stdout] | ^^^ method not found in `()` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/activation_layers.rs:236:38 [INFO] [stdout] | [INFO] [stdout] 236 | assert_eq!(round_digit_arr2(&diffs[0], -4), round_digit_arr2(&(dout*sigmoid_diff), -4)); [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.0` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0308]: mismatched types [INFO] [stdout] --> src/deep_learning/affine_layer.rs:284:43 [INFO] [stdout] | [INFO] [stdout] 284 | let diffs = affine.backward(dout, diffs); [INFO] [stdout] | ^^^^^ expected `f64`, found struct `Vec` [INFO] [stdout] | [INFO] [stdout] = note: expected type `f64` [INFO] [stdout] found struct `Vec, ndarray::Dim<[usize; 2]>>>` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0599]: no method named `len` found for unit type `()` in the current scope [INFO] [stdout] --> src/deep_learning/affine_layer.rs:286:26 [INFO] [stdout] | [INFO] [stdout] 286 | assert_eq!(diffs.len(), 4); [INFO] [stdout] | ^^^ method not found in `()` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:287:20 [INFO] [stdout] | [INFO] [stdout] 287 | assert_eq!(diffs[0], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.0` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:293:20 [INFO] [stdout] | [INFO] [stdout] 293 | assert_eq!(diffs[1], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.1` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:299:20 [INFO] [stdout] | [INFO] [stdout] 299 | assert_eq!(diffs[2], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.2` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:305:20 [INFO] [stdout] | [INFO] [stdout] 305 | assert_eq!(diffs[3], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.3` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0308]: mismatched types [INFO] [stdout] --> src/deep_learning/affine_layer.rs:284:43 [INFO] [stdout] | [INFO] [stdout] 284 | let diffs = affine.backward(dout, diffs); [INFO] [stdout] | ^^^^^ expected `f64`, found struct `Vec` [INFO] [stdout] | [INFO] [stdout] = note: expected type `f64` [INFO] [stdout] found struct `Vec, ndarray::Dim<[usize; 2]>>>` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0599]: no method named `len` found for unit type `()` in the current scope [INFO] [stdout] --> src/deep_learning/affine_layer.rs:286:26 [INFO] [stdout] | [INFO] [stdout] 286 | assert_eq!(diffs.len(), 4); [INFO] [stdout] | ^^^ method not found in `()` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:287:20 [INFO] [stdout] | [INFO] [stdout] 287 | assert_eq!(diffs[0], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.0` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:293:20 [INFO] [stdout] | [INFO] [stdout] 293 | assert_eq!(diffs[1], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.1` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:299:20 [INFO] [stdout] | [INFO] [stdout] 299 | assert_eq!(diffs[2], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.2` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:305:20 [INFO] [stdout] | [INFO] [stdout] 305 | assert_eq!(diffs[3], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.3` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0308]: mismatched types [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:237:56 [INFO] [stdout] | [INFO] [stdout] 237 | let diffs = softmaxLoss.backward(dout.clone(), diffs); [INFO] [stdout] | ^^^^^ expected `f64`, found struct `Vec` [INFO] [stdout] | [INFO] [stdout] = note: expected type `f64` [INFO] [stdout] found struct `Vec, ndarray::Dim<[usize; 2]>>>` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0599]: no method named `len` found for unit type `()` in the current scope [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:239:26 [INFO] [stdout] | [INFO] [stdout] 239 | assert_eq!(diffs.len(), 2); [INFO] [stdout] | ^^^ method not found in `()` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:240:20 [INFO] [stdout] | [INFO] [stdout] 240 | assert_eq!(diffs[0], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.0` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:246:20 [INFO] [stdout] | [INFO] [stdout] 246 | assert_eq!(diffs[1], dout * (softmaxLoss.forward().to_owned() - t)); [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.1` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0308]: mismatched types [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:237:56 [INFO] [stdout] | [INFO] [stdout] 237 | let diffs = softmaxLoss.backward(dout.clone(), diffs); [INFO] [stdout] | ^^^^^ expected `f64`, found struct `Vec` [INFO] [stdout] | [INFO] [stdout] = note: expected type `f64` [INFO] [stdout] found struct `Vec, ndarray::Dim<[usize; 2]>>>` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `crate::deep_learning::network_layers` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:13:5 [INFO] [stdout] | [INFO] [stdout] 13 | use crate::deep_learning::network_layers::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error: aborting due to 16 previous errors; 23 warnings emitted [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] Some errors have detailed explanations: E0308, E0599, E0608. [INFO] [stdout] [INFO] [stdout] For more information about an error, try `rustc --explain E0308`. [INFO] [stdout] [INFO] [stdout] error[E0599]: no method named `len` found for unit type `()` in the current scope [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:239:26 [INFO] [stdout] | [INFO] [stdout] 239 | assert_eq!(diffs.len(), 2); [INFO] [stdout] | ^^^ method not found in `()` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:240:20 [INFO] [stdout] | [INFO] [stdout] 240 | assert_eq!(diffs[0], arr2(& [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.0` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error[E0608]: cannot index into a value of type `()` [INFO] [stdout] --> src/deep_learning/softmax_with_loss.rs:246:20 [INFO] [stdout] | [INFO] [stdout] 246 | assert_eq!(diffs[1], dout * (softmaxLoss.forward().to_owned() - t)); [INFO] [stdout] | ^^^^^^^^ help: to access tuple elements, use: `diffs.1` [INFO] [stdout] [INFO] [stdout] [INFO] [stderr] error: could not compile `deep_learning` due to 17 previous errors; 23 warnings emitted [INFO] [stderr] warning: build failed, waiting for other jobs to finish... [INFO] [stdout] warning: unused import: `crate::deep_learning::network_layers` [INFO] [stdout] --> src/deep_learning/affine_layer.rs:13:5 [INFO] [stdout] | [INFO] [stdout] 13 | use crate::deep_learning::network_layers::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] error: aborting due to 16 previous errors; 15 warnings emitted [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] Some errors have detailed explanations: E0308, E0599, E0608. [INFO] [stdout] [INFO] [stdout] For more information about an error, try `rustc --explain E0308`. [INFO] [stdout] [INFO] [stderr] error: build failed [INFO] running `Command { std: "docker" "inspect" "10d27e5210ca204b069722c9ede2c879564aa72c82c17605f5acb817ecb10ccc", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "10d27e5210ca204b069722c9ede2c879564aa72c82c17605f5acb817ecb10ccc", kill_on_drop: false }` [INFO] [stdout] 10d27e5210ca204b069722c9ede2c879564aa72c82c17605f5acb817ecb10ccc