[INFO] cloning repository https://github.com/airuqixue/rust-nueralnetwork [INFO] running `Command { std: "git" "-c" "credential.helper=" "-c" "credential.helper=/workspace/cargo-home/bin/git-credential-null" "clone" "--bare" "https://github.com/airuqixue/rust-nueralnetwork" "/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2Fairuqixue%2Frust-nueralnetwork", kill_on_drop: false }` [INFO] [stderr] Cloning into bare repository '/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2Fairuqixue%2Frust-nueralnetwork'... [INFO] running `Command { std: "git" "rev-parse" "HEAD", kill_on_drop: false }` [INFO] [stdout] 3045c2e3eb69bf593270584e7b6a76cd0884d790 [INFO] building airuqixue/rust-nueralnetwork against master#11663cd3bfefef7d34e8f0892c250bf698049392+rustflags=-Dtail-expr-drop-order for pr-134523 [INFO] running `Command { std: "git" "clone" "/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2Fairuqixue%2Frust-nueralnetwork" "/workspace/builds/worker-5-tc1/source", kill_on_drop: false }` [INFO] [stderr] Cloning into '/workspace/builds/worker-5-tc1/source'... [INFO] [stderr] done. [INFO] validating manifest of git repo https://github.com/airuqixue/rust-nueralnetwork on toolchain 11663cd3bfefef7d34e8f0892c250bf698049392 [INFO] running `Command { std: CARGO_HOME="/workspace/cargo-home" RUSTUP_HOME="/workspace/rustup-home" "/workspace/cargo-home/bin/cargo" "+11663cd3bfefef7d34e8f0892c250bf698049392" "metadata" "--manifest-path" "Cargo.toml" "--no-deps", kill_on_drop: false }` [INFO] started tweaking git repo https://github.com/airuqixue/rust-nueralnetwork [INFO] finished tweaking git repo https://github.com/airuqixue/rust-nueralnetwork [INFO] tweaked toml for git repo https://github.com/airuqixue/rust-nueralnetwork written to /workspace/builds/worker-5-tc1/source/Cargo.toml [INFO] crate git repo https://github.com/airuqixue/rust-nueralnetwork 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" "+11663cd3bfefef7d34e8f0892c250bf698049392" "fetch" "--manifest-path" "Cargo.toml", kill_on_drop: false }` [INFO] [stderr] Downloading crates ... [INFO] [stderr] Downloaded ndarray-rand v0.13.0 [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-5-tc1/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-5-tc1/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:f3a9d4ad9d972b27faf3965f35b62e55ba32bbce8f20bc8fe909558a86702fde" "/opt/rustwide/cargo-home/bin/cargo" "+11663cd3bfefef7d34e8f0892c250bf698049392" "metadata" "--no-deps" "--format-version=1", kill_on_drop: false }` [INFO] [stdout] 2877d8eaa29b57f66de26f07751c8d57a211a36675345cb86f2a9d736ff39454 [INFO] running `Command { std: "docker" "start" "-a" "2877d8eaa29b57f66de26f07751c8d57a211a36675345cb86f2a9d736ff39454", kill_on_drop: false }` [INFO] running `Command { std: "docker" "inspect" "2877d8eaa29b57f66de26f07751c8d57a211a36675345cb86f2a9d736ff39454", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "2877d8eaa29b57f66de26f07751c8d57a211a36675345cb86f2a9d736ff39454", kill_on_drop: false }` [INFO] [stdout] 2877d8eaa29b57f66de26f07751c8d57a211a36675345cb86f2a9d736ff39454 [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-5-tc1/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-5-tc1/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=forbid -Dtail-expr-drop-order" "-e" "RUSTDOCFLAGS=--cap-lints=forbid" "-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:f3a9d4ad9d972b27faf3965f35b62e55ba32bbce8f20bc8fe909558a86702fde" "/opt/rustwide/cargo-home/bin/cargo" "+11663cd3bfefef7d34e8f0892c250bf698049392" "build" "--frozen" "--message-format=json", kill_on_drop: false }` [INFO] [stdout] 0d18a8fcfb047a542973454dd2212bbc16915d1336f7a7ce045857825ba63acf [INFO] running `Command { std: "docker" "start" "-a" "0d18a8fcfb047a542973454dd2212bbc16915d1336f7a7ce045857825ba63acf", kill_on_drop: false }` [INFO] [stderr] Compiling autocfg v1.0.1 [INFO] [stderr] Compiling libc v0.2.82 [INFO] [stderr] Compiling libm v0.2.1 [INFO] [stderr] Compiling getrandom v0.2.1 [INFO] [stderr] Compiling cfg-if v1.0.0 [INFO] [stderr] Compiling ppv-lite86 v0.2.10 [INFO] [stderr] Compiling ndarray v0.14.0 [INFO] [stderr] Compiling rawpointer v0.2.1 [INFO] [stderr] Compiling matrixmultiply v0.2.4 [INFO] [stderr] Compiling num-traits v0.2.14 [INFO] [stderr] Compiling num-integer v0.1.44 [INFO] [stderr] Compiling rand_core v0.6.1 [INFO] [stderr] Compiling rand_chacha v0.3.0 [INFO] [stderr] Compiling rand v0.8.1 [INFO] [stderr] Compiling num-complex v0.3.1 [INFO] [stderr] Compiling rand_distr v0.4.0 [INFO] [stderr] Compiling ndarray-rand v0.13.0 [INFO] [stderr] Compiling neuralnetwork v0.1.0 (/opt/rustwide/workdir) [INFO] [stdout] warning: unused import: `rand::prelude::*` [INFO] [stdout] --> src/dnn/neuralNetwork.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use rand::prelude::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ArrayBase` [INFO] [stdout] --> src/dnn/neuralNetwork.rs:4:28 [INFO] [stdout] | [INFO] [stdout] 4 | use ndarray::{Array,Array2,ArrayBase}; [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around `if` condition [INFO] [stdout] --> src/dnn/neuralNetwork.rs:106:10 [INFO] [stdout] | [INFO] [stdout] 106 | if(maxr > maxRatio){ [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_parens)]` on by default [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 106 - if(maxr > maxRatio){ [INFO] [stdout] 106 + if maxr > maxRatio { [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:139:12 [INFO] [stdout] | [INFO] [stdout] 139 | let w = (&((1.0-eta*(lbda/(n as f64)))* &self.weights[i]) - &((eta/(mini_batch.len() as f64)) * &nabla_w[i])); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 139 - let w = (&((1.0-eta*(lbda/(n as f64)))* &self.weights[i]) - &((eta/(mini_batch.len() as f64)) * &nabla_w[i])); [INFO] [stdout] 139 + let w = &((1.0-eta*(lbda/(n as f64)))* &self.weights[i]) - &((eta/(mini_batch.len() as f64)) * &nabla_w[i]); [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:140:12 [INFO] [stdout] | [INFO] [stdout] 140 | let b = (&self.biases[i] - &((eta/(mini_batch.len() as f64)) * &nabla_b[i])); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 140 - let b = (&self.biases[i] - &((eta/(mini_batch.len() as f64)) * &nabla_b[i])); [INFO] [stdout] 140 + let b = &self.biases[i] - &((eta/(mini_batch.len() as f64)) * &nabla_b[i]); [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:185:31 [INFO] [stdout] | [INFO] [stdout] 185 | let mut delta:Array2 = (&activations[activations.len()-1] - y); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 185 - let mut delta:Array2 = (&activations[activations.len()-1] - y); [INFO] [stdout] 185 + let mut delta:Array2 = &activations[activations.len()-1] - y; [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:249:12 [INFO] [stdout] | [INFO] [stdout] 249 | let mut b=(-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln()))); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 249 - let mut b=(-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln()))); [INFO] [stdout] 249 + let mut b=-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln())); [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::mem` [INFO] [stdout] --> src/mnist/mnistUtil.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use std::mem; [INFO] [stdout] | ^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around `for` iterator expression [INFO] [stdout] --> src/mnist/mnistUtil.rs:31:13 [INFO] [stdout] | [INFO] [stdout] 31 | for j in ((0 as usize)..(byte_buf.len() as usize)) { [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 31 - for j in ((0 as usize)..(byte_buf.len() as usize)) { [INFO] [stdout] 31 + for j in (0 as usize)..(byte_buf.len() as usize) { [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::f64::NAN` [INFO] [stdout] --> src/lib.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use std::f64::NAN; [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `mnist::mnistUtil` [INFO] [stdout] --> src/lib.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 11 | use mnist::mnistUtil; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/math/matrix.rs:36:27 [INFO] [stdout] | [INFO] [stdout] 36 | pub fn add(&mut self, mut m: Matrix) { [INFO] [stdout] | ----^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_mut)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/math/matrix.rs:37:10 [INFO] [stdout] | [INFO] [stdout] 37 | let mut s = self.getMutData(); [INFO] [stdout] | ----^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/dnn/neuralNetwork.rs:249:6 [INFO] [stdout] | [INFO] [stdout] 249 | let mut b=(-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln()))); [INFO] [stdout] | ----^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `magic` [INFO] [stdout] --> src/mnist/mnistUtil.rs:19:6 [INFO] [stdout] | [INFO] [stdout] 19 | let magic:u32 = read_be_u32(&mut &header_buf[..4]); [INFO] [stdout] | ^^^^^ help: if this is intentional, prefix it with an underscore: `_magic` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_variables)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `header` [INFO] [stdout] --> src/mnist/mnistUtil.rs:43:6 [INFO] [stdout] | [INFO] [stdout] 43 | let header = f.read(&mut header_buf[..]).unwrap(); [INFO] [stdout] | ^^^^^^ help: if this is intentional, prefix it with an underscore: `_header` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `magic` [INFO] [stdout] --> src/mnist/mnistUtil.rs:45:6 [INFO] [stdout] | [INFO] [stdout] 45 | let magic:u32 = read_be_u32(&mut &header_buf[..4]); [INFO] [stdout] | ^^^^^ help: if this is intentional, prefix it with an underscore: `_magic` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `n` [INFO] [stdout] --> src/mnist/mnistUtil.rs:51:6 [INFO] [stdout] | [INFO] [stdout] 51 | let n = f.read(&mut byte_buf[..]).unwrap(); [INFO] [stdout] | ^ help: if this is intentional, prefix it with an underscore: `_n` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `rest` [INFO] [stdout] --> src/mnist/mnistUtil.rs:67:21 [INFO] [stdout] | [INFO] [stdout] 67 | let (int_bytes, rest) = input.split_at(std::mem::size_of::()); [INFO] [stdout] | ^^^^ help: if this is intentional, prefix it with an underscore: `_rest` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `zero_bytes` [INFO] [stdout] --> src/mnist/mnistUtil.rs:73:8 [INFO] [stdout] | [INFO] [stdout] 73 | let (zero_bytes, a) = input.split_at(0); [INFO] [stdout] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_zero_bytes` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `size` is never read [INFO] [stdout] --> src/math/matrix.rs:2:2 [INFO] [stdout] | [INFO] [stdout] 1 | pub struct Matrix { [INFO] [stdout] | ------ field in this struct [INFO] [stdout] 2 | size:(usize,usize), [INFO] [stdout] | ^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `cost` is never used [INFO] [stdout] --> src/dnn/neuralNetwork.rs:247:4 [INFO] [stdout] | [INFO] [stdout] 247 | fn cost(a:& Array2, y:& Array2) -> f64{ [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `read_bb_u32` is never used [INFO] [stdout] --> src/mnist/mnistUtil.rs:66:4 [INFO] [stdout] | [INFO] [stdout] 66 | fn read_bb_u32(input: &mut &[u8]) -> u32 { [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getRow` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:23:12 [INFO] [stdout] | [INFO] [stdout] 23 | pub fn getRow(&self) ->usize { [INFO] [stdout] | ^^^^^^ help: convert the identifier to snake case: `get_row` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(non_snake_case)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getCol` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:26:12 [INFO] [stdout] | [INFO] [stdout] 26 | pub fn getCol(&self) -> usize { [INFO] [stdout] | ^^^^^^ help: convert the identifier to snake case: `get_col` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getUnmutData` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:29:12 [INFO] [stdout] | [INFO] [stdout] 29 | pub fn getUnmutData(& self) -> & Vec> { [INFO] [stdout] | ^^^^^^^^^^^^ help: convert the identifier to snake case: `get_unmut_data` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getMutData` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:32:12 [INFO] [stdout] | [INFO] [stdout] 32 | pub fn getMutData(&mut self) -> &mut Vec> { [INFO] [stdout] | ^^^^^^^^^^ help: convert the identifier to snake case: `get_mut_data` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: module `neuralNetwork` should have a snake case name [INFO] [stdout] --> src/dnn/mod.rs:1:9 [INFO] [stdout] | [INFO] [stdout] 1 | pub mod neuralNetwork; [INFO] [stdout] | ^^^^^^^^^^^^^ help: convert the identifier to snake case: `neural_network` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `SGD` should have a snake case name [INFO] [stdout] --> src/dnn/neuralNetwork.rs:62:9 [INFO] [stdout] | [INFO] [stdout] 62 | pub fn SGD(&mut self, [INFO] [stdout] | ^^^ help: convert the identifier to snake case: `sgd` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable `maxRatio` should have a snake case name [INFO] [stdout] --> src/dnn/neuralNetwork.rs:72:11 [INFO] [stdout] | [INFO] [stdout] 72 | let mut maxRatio:usize = 0; [INFO] [stdout] | ^^^^^^^^ help: convert the identifier to snake case: `max_ratio` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: module `mnistUtil` should have a snake case name [INFO] [stdout] --> src/mnist/mod.rs:1:9 [INFO] [stdout] | [INFO] [stdout] 1 | pub mod mnistUtil; [INFO] [stdout] | ^^^^^^^^^ help: convert the identifier to snake case: `mnist_util` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `readFeaturesFromFile` should have a snake case name [INFO] [stdout] --> src/mnist/mnistUtil.rs:10:8 [INFO] [stdout] | [INFO] [stdout] 10 | pub fn readFeaturesFromFile(filepath:&str) ->Array2 { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^ help: convert the identifier to snake case: `read_features_from_file` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `readLabelsFromFile` should have a snake case name [INFO] [stdout] --> src/mnist/mnistUtil.rs:39:8 [INFO] [stdout] | [INFO] [stdout] 39 | pub fn readLabelsFromFile(filepath:&str) -> Array2 { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ help: convert the identifier to snake case: `read_labels_from_file` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::fs::File` [INFO] [stdout] --> src/main.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | use std::fs::File; [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::io::prelude::*` [INFO] [stdout] --> src/main.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use std::io::prelude::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::mem` [INFO] [stdout] --> src/main.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use std::mem; [INFO] [stdout] | ^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::convert::TryInto` [INFO] [stdout] --> src/main.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use std::convert::TryInto; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::arr2` [INFO] [stdout] --> src/main.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use ndarray::arr2; [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around `for` iterator expression [INFO] [stdout] --> src/main.rs:61:12 [INFO] [stdout] | [INFO] [stdout] 61 | for i in (0..10){ [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_parens)]` on by default [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 61 - for i in (0..10){ [INFO] [stdout] 61 + for i in 0..10 { [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `network` [INFO] [stdout] --> src/main.rs:82:8 [INFO] [stdout] | [INFO] [stdout] 82 | let network = neuralNetwork::NeuralNetwork::new(sizes); [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_network` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_variables)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: value assigned to `k` is never read [INFO] [stdout] --> src/main.rs:89:6 [INFO] [stdout] | [INFO] [stdout] 89 | k += batch [INFO] [stdout] | ^ [INFO] [stdout] | [INFO] [stdout] = help: maybe it is overwritten before being read? [INFO] [stdout] = note: `#[warn(unused_assignments)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `idata` [INFO] [stdout] --> src/main.rs:93:7 [INFO] [stdout] | [INFO] [stdout] 93 | let idata = mnistUtil::readFeaturesFromFile("D:\\rust-pj\\neuralnetwork\\src\\mnist\\train-images.idx3-ubyte"); [INFO] [stdout] | ^^^^^ help: if this is intentional, prefix it with an underscore: `_idata` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/main.rs:71:9 [INFO] [stdout] | [INFO] [stdout] 71 | let mut mt2 = matrix::Matrix::new(data2); [INFO] [stdout] | ----^^^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_mut)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `shit` is never used [INFO] [stdout] --> src/main.rs:60:4 [INFO] [stdout] | [INFO] [stdout] 60 | fn shit(){ [INFO] [stdout] | ^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `zipData` should have a snake case name [INFO] [stdout] --> src/main.rs:39:4 [INFO] [stdout] | [INFO] [stdout] 39 | fn zipData(train_data:Array2, train_label:Array2) -> Vec<(Array2,Array2)> { [INFO] [stdout] | ^^^^^^^ help: convert the identifier to snake case: `zip_data` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(non_snake_case)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stderr] Finished `dev` profile [optimized + debuginfo] target(s) in 8.31s [INFO] running `Command { std: "docker" "inspect" "0d18a8fcfb047a542973454dd2212bbc16915d1336f7a7ce045857825ba63acf", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "0d18a8fcfb047a542973454dd2212bbc16915d1336f7a7ce045857825ba63acf", kill_on_drop: false }` [INFO] [stdout] 0d18a8fcfb047a542973454dd2212bbc16915d1336f7a7ce045857825ba63acf [INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-5-tc1/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-5-tc1/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=forbid -Dtail-expr-drop-order" "-e" "RUSTDOCFLAGS=--cap-lints=forbid" "-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:f3a9d4ad9d972b27faf3965f35b62e55ba32bbce8f20bc8fe909558a86702fde" "/opt/rustwide/cargo-home/bin/cargo" "+11663cd3bfefef7d34e8f0892c250bf698049392" "test" "--frozen" "--no-run" "--message-format=json", kill_on_drop: false }` [INFO] [stdout] ffb46c39c238cc484df93241e2818ee737e92b9d8defa62651990a917b6cfd9c [INFO] running `Command { std: "docker" "start" "-a" "ffb46c39c238cc484df93241e2818ee737e92b9d8defa62651990a917b6cfd9c", kill_on_drop: false }` [INFO] [stdout] warning: unused import: `rand::prelude::*` [INFO] [stdout] --> src/dnn/neuralNetwork.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use rand::prelude::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ArrayBase` [INFO] [stdout] --> src/dnn/neuralNetwork.rs:4:28 [INFO] [stdout] | [INFO] [stdout] 4 | use ndarray::{Array,Array2,ArrayBase}; [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around `if` condition [INFO] [stdout] --> src/dnn/neuralNetwork.rs:106:10 [INFO] [stdout] | [INFO] [stdout] 106 | if(maxr > maxRatio){ [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_parens)]` on by default [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 106 - if(maxr > maxRatio){ [INFO] [stdout] 106 + if maxr > maxRatio { [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:139:12 [INFO] [stdout] | [INFO] [stdout] 139 | let w = (&((1.0-eta*(lbda/(n as f64)))* &self.weights[i]) - &((eta/(mini_batch.len() as f64)) * &nabla_w[i])); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 139 - let w = (&((1.0-eta*(lbda/(n as f64)))* &self.weights[i]) - &((eta/(mini_batch.len() as f64)) * &nabla_w[i])); [INFO] [stdout] 139 + let w = &((1.0-eta*(lbda/(n as f64)))* &self.weights[i]) - &((eta/(mini_batch.len() as f64)) * &nabla_w[i]); [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:140:12 [INFO] [stdout] | [INFO] [stdout] 140 | let b = (&self.biases[i] - &((eta/(mini_batch.len() as f64)) * &nabla_b[i])); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 140 - let b = (&self.biases[i] - &((eta/(mini_batch.len() as f64)) * &nabla_b[i])); [INFO] [stdout] 140 + let b = &self.biases[i] - &((eta/(mini_batch.len() as f64)) * &nabla_b[i]); [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:185:31 [INFO] [stdout] | [INFO] [stdout] 185 | let mut delta:Array2 = (&activations[activations.len()-1] - y); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 185 - let mut delta:Array2 = (&activations[activations.len()-1] - y); [INFO] [stdout] 185 + let mut delta:Array2 = &activations[activations.len()-1] - y; [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:249:12 [INFO] [stdout] | [INFO] [stdout] 249 | let mut b=(-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln()))); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 249 - let mut b=(-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln()))); [INFO] [stdout] 249 + let mut b=-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln())); [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::mem` [INFO] [stdout] --> src/mnist/mnistUtil.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use std::mem; [INFO] [stdout] | ^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around `for` iterator expression [INFO] [stdout] --> src/mnist/mnistUtil.rs:31:13 [INFO] [stdout] | [INFO] [stdout] 31 | for j in ((0 as usize)..(byte_buf.len() as usize)) { [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 31 - for j in ((0 as usize)..(byte_buf.len() as usize)) { [INFO] [stdout] 31 + for j in (0 as usize)..(byte_buf.len() as usize) { [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::f64::NAN` [INFO] [stdout] --> src/lib.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use std::f64::NAN; [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `mnist::mnistUtil` [INFO] [stdout] --> src/lib.rs:11:5 [INFO] [stdout] | [INFO] [stdout] 11 | use mnist::mnistUtil; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/math/matrix.rs:36:27 [INFO] [stdout] | [INFO] [stdout] 36 | pub fn add(&mut self, mut m: Matrix) { [INFO] [stdout] | ----^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_mut)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/math/matrix.rs:37:10 [INFO] [stdout] | [INFO] [stdout] 37 | let mut s = self.getMutData(); [INFO] [stdout] | ----^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/dnn/neuralNetwork.rs:249:6 [INFO] [stdout] | [INFO] [stdout] 249 | let mut b=(-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln()))); [INFO] [stdout] | ----^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `magic` [INFO] [stdout] --> src/mnist/mnistUtil.rs:19:6 [INFO] [stdout] | [INFO] [stdout] 19 | let magic:u32 = read_be_u32(&mut &header_buf[..4]); [INFO] [stdout] | ^^^^^ help: if this is intentional, prefix it with an underscore: `_magic` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_variables)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `header` [INFO] [stdout] --> src/mnist/mnistUtil.rs:43:6 [INFO] [stdout] | [INFO] [stdout] 43 | let header = f.read(&mut header_buf[..]).unwrap(); [INFO] [stdout] | ^^^^^^ help: if this is intentional, prefix it with an underscore: `_header` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `magic` [INFO] [stdout] --> src/mnist/mnistUtil.rs:45:6 [INFO] [stdout] | [INFO] [stdout] 45 | let magic:u32 = read_be_u32(&mut &header_buf[..4]); [INFO] [stdout] | ^^^^^ help: if this is intentional, prefix it with an underscore: `_magic` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `n` [INFO] [stdout] --> src/mnist/mnistUtil.rs:51:6 [INFO] [stdout] | [INFO] [stdout] 51 | let n = f.read(&mut byte_buf[..]).unwrap(); [INFO] [stdout] | ^ help: if this is intentional, prefix it with an underscore: `_n` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `rest` [INFO] [stdout] --> src/mnist/mnistUtil.rs:67:21 [INFO] [stdout] | [INFO] [stdout] 67 | let (int_bytes, rest) = input.split_at(std::mem::size_of::()); [INFO] [stdout] | ^^^^ help: if this is intentional, prefix it with an underscore: `_rest` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `zero_bytes` [INFO] [stdout] --> src/mnist/mnistUtil.rs:73:8 [INFO] [stdout] | [INFO] [stdout] 73 | let (zero_bytes, a) = input.split_at(0); [INFO] [stdout] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_zero_bytes` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `size` is never read [INFO] [stdout] --> src/math/matrix.rs:2:2 [INFO] [stdout] | [INFO] [stdout] 1 | pub struct Matrix { [INFO] [stdout] | ------ field in this struct [INFO] [stdout] 2 | size:(usize,usize), [INFO] [stdout] | ^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `cost` is never used [INFO] [stdout] --> src/dnn/neuralNetwork.rs:247:4 [INFO] [stdout] | [INFO] [stdout] 247 | fn cost(a:& Array2, y:& Array2) -> f64{ [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stderr] Compiling neuralnetwork v0.1.0 (/opt/rustwide/workdir) [INFO] [stdout] warning: function `read_bb_u32` is never used [INFO] [stdout] --> src/mnist/mnistUtil.rs:66:4 [INFO] [stdout] | [INFO] [stdout] 66 | fn read_bb_u32(input: &mut &[u8]) -> u32 { [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getRow` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:23:12 [INFO] [stdout] | [INFO] [stdout] 23 | pub fn getRow(&self) ->usize { [INFO] [stdout] | ^^^^^^ help: convert the identifier to snake case: `get_row` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(non_snake_case)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getCol` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:26:12 [INFO] [stdout] | [INFO] [stdout] 26 | pub fn getCol(&self) -> usize { [INFO] [stdout] | ^^^^^^ help: convert the identifier to snake case: `get_col` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getUnmutData` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:29:12 [INFO] [stdout] | [INFO] [stdout] 29 | pub fn getUnmutData(& self) -> & Vec> { [INFO] [stdout] | ^^^^^^^^^^^^ help: convert the identifier to snake case: `get_unmut_data` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getMutData` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:32:12 [INFO] [stdout] | [INFO] [stdout] 32 | pub fn getMutData(&mut self) -> &mut Vec> { [INFO] [stdout] | ^^^^^^^^^^ help: convert the identifier to snake case: `get_mut_data` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: module `neuralNetwork` should have a snake case name [INFO] [stdout] --> src/dnn/mod.rs:1:9 [INFO] [stdout] | [INFO] [stdout] 1 | pub mod neuralNetwork; [INFO] [stdout] | ^^^^^^^^^^^^^ help: convert the identifier to snake case: `neural_network` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `SGD` should have a snake case name [INFO] [stdout] --> src/dnn/neuralNetwork.rs:62:9 [INFO] [stdout] | [INFO] [stdout] 62 | pub fn SGD(&mut self, [INFO] [stdout] | ^^^ help: convert the identifier to snake case: `sgd` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable `maxRatio` should have a snake case name [INFO] [stdout] --> src/dnn/neuralNetwork.rs:72:11 [INFO] [stdout] | [INFO] [stdout] 72 | let mut maxRatio:usize = 0; [INFO] [stdout] | ^^^^^^^^ help: convert the identifier to snake case: `max_ratio` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: module `mnistUtil` should have a snake case name [INFO] [stdout] --> src/mnist/mod.rs:1:9 [INFO] [stdout] | [INFO] [stdout] 1 | pub mod mnistUtil; [INFO] [stdout] | ^^^^^^^^^ help: convert the identifier to snake case: `mnist_util` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `readFeaturesFromFile` should have a snake case name [INFO] [stdout] --> src/mnist/mnistUtil.rs:10:8 [INFO] [stdout] | [INFO] [stdout] 10 | pub fn readFeaturesFromFile(filepath:&str) ->Array2 { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^ help: convert the identifier to snake case: `read_features_from_file` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `readLabelsFromFile` should have a snake case name [INFO] [stdout] --> src/mnist/mnistUtil.rs:39:8 [INFO] [stdout] | [INFO] [stdout] 39 | pub fn readLabelsFromFile(filepath:&str) -> Array2 { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ help: convert the identifier to snake case: `read_labels_from_file` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::fs::File` [INFO] [stdout] --> src/main.rs:4:5 [INFO] [stdout] | [INFO] [stdout] 4 | use std::fs::File; [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::io::prelude::*` [INFO] [stdout] --> src/main.rs:5:5 [INFO] [stdout] | [INFO] [stdout] 5 | use std::io::prelude::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::mem` [INFO] [stdout] --> src/main.rs:6:5 [INFO] [stdout] | [INFO] [stdout] 6 | use std::mem; [INFO] [stdout] | ^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::convert::TryInto` [INFO] [stdout] --> src/main.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use std::convert::TryInto; [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ndarray::arr2` [INFO] [stdout] --> src/main.rs:9:5 [INFO] [stdout] | [INFO] [stdout] 9 | use ndarray::arr2; [INFO] [stdout] | ^^^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around `for` iterator expression [INFO] [stdout] --> src/main.rs:61:12 [INFO] [stdout] | [INFO] [stdout] 61 | for i in (0..10){ [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_parens)]` on by default [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 61 - for i in (0..10){ [INFO] [stdout] 61 + for i in 0..10 { [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `rand::prelude::*` [INFO] [stdout] --> src/dnn/neuralNetwork.rs:1:5 [INFO] [stdout] | [INFO] [stdout] 1 | use rand::prelude::*; [INFO] [stdout] | ^^^^^^^^^^^^^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_imports)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `ArrayBase` [INFO] [stdout] --> src/dnn/neuralNetwork.rs:4:28 [INFO] [stdout] | [INFO] [stdout] 4 | use ndarray::{Array,Array2,ArrayBase}; [INFO] [stdout] | ^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around `if` condition [INFO] [stdout] --> src/dnn/neuralNetwork.rs:106:10 [INFO] [stdout] | [INFO] [stdout] 106 | if(maxr > maxRatio){ [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_parens)]` on by default [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 106 - if(maxr > maxRatio){ [INFO] [stdout] 106 + if maxr > maxRatio { [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:139:12 [INFO] [stdout] | [INFO] [stdout] 139 | let w = (&((1.0-eta*(lbda/(n as f64)))* &self.weights[i]) - &((eta/(mini_batch.len() as f64)) * &nabla_w[i])); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 139 - let w = (&((1.0-eta*(lbda/(n as f64)))* &self.weights[i]) - &((eta/(mini_batch.len() as f64)) * &nabla_w[i])); [INFO] [stdout] 139 + let w = &((1.0-eta*(lbda/(n as f64)))* &self.weights[i]) - &((eta/(mini_batch.len() as f64)) * &nabla_w[i]); [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:140:12 [INFO] [stdout] | [INFO] [stdout] 140 | let b = (&self.biases[i] - &((eta/(mini_batch.len() as f64)) * &nabla_b[i])); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 140 - let b = (&self.biases[i] - &((eta/(mini_batch.len() as f64)) * &nabla_b[i])); [INFO] [stdout] 140 + let b = &self.biases[i] - &((eta/(mini_batch.len() as f64)) * &nabla_b[i]); [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:185:31 [INFO] [stdout] | [INFO] [stdout] 185 | let mut delta:Array2 = (&activations[activations.len()-1] - y); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 185 - let mut delta:Array2 = (&activations[activations.len()-1] - y); [INFO] [stdout] 185 + let mut delta:Array2 = &activations[activations.len()-1] - y; [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around assigned value [INFO] [stdout] --> src/dnn/neuralNetwork.rs:249:12 [INFO] [stdout] | [INFO] [stdout] 249 | let mut b=(-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln()))); [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 249 - let mut b=(-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln()))); [INFO] [stdout] 249 + let mut b=-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln())); [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused import: `std::mem` [INFO] [stdout] --> src/mnist/mnistUtil.rs:7:5 [INFO] [stdout] | [INFO] [stdout] 7 | use std::mem; [INFO] [stdout] | ^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unnecessary parentheses around `for` iterator expression [INFO] [stdout] --> src/mnist/mnistUtil.rs:31:13 [INFO] [stdout] | [INFO] [stdout] 31 | for j in ((0 as usize)..(byte_buf.len() as usize)) { [INFO] [stdout] | ^ ^ [INFO] [stdout] | [INFO] [stdout] help: remove these parentheses [INFO] [stdout] | [INFO] [stdout] 31 - for j in ((0 as usize)..(byte_buf.len() as usize)) { [INFO] [stdout] 31 + for j in (0 as usize)..(byte_buf.len() as usize) { [INFO] [stdout] | [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `network` [INFO] [stdout] --> src/main.rs:82:8 [INFO] [stdout] | [INFO] [stdout] 82 | let network = neuralNetwork::NeuralNetwork::new(sizes); [INFO] [stdout] | ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_network` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_variables)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: value assigned to `k` is never read [INFO] [stdout] --> src/main.rs:89:6 [INFO] [stdout] | [INFO] [stdout] 89 | k += batch [INFO] [stdout] | ^ [INFO] [stdout] | [INFO] [stdout] = help: maybe it is overwritten before being read? [INFO] [stdout] = note: `#[warn(unused_assignments)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `idata` [INFO] [stdout] --> src/main.rs:93:7 [INFO] [stdout] | [INFO] [stdout] 93 | let idata = mnistUtil::readFeaturesFromFile("D:\\rust-pj\\neuralnetwork\\src\\mnist\\train-images.idx3-ubyte"); [INFO] [stdout] | ^^^^^ help: if this is intentional, prefix it with an underscore: `_idata` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/main.rs:71:9 [INFO] [stdout] | [INFO] [stdout] 71 | let mut mt2 = matrix::Matrix::new(data2); [INFO] [stdout] | ----^^^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_mut)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `shit` is never used [INFO] [stdout] --> src/main.rs:60:4 [INFO] [stdout] | [INFO] [stdout] 60 | fn shit(){ [INFO] [stdout] | ^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `zipData` should have a snake case name [INFO] [stdout] --> src/main.rs:39:4 [INFO] [stdout] | [INFO] [stdout] 39 | fn zipData(train_data:Array2, train_label:Array2) -> Vec<(Array2,Array2)> { [INFO] [stdout] | ^^^^^^^ help: convert the identifier to snake case: `zip_data` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(non_snake_case)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/math/matrix.rs:36:27 [INFO] [stdout] | [INFO] [stdout] 36 | pub fn add(&mut self, mut m: Matrix) { [INFO] [stdout] | ----^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_mut)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/math/matrix.rs:37:10 [INFO] [stdout] | [INFO] [stdout] 37 | let mut s = self.getMutData(); [INFO] [stdout] | ----^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable does not need to be mutable [INFO] [stdout] --> src/dnn/neuralNetwork.rs:249:6 [INFO] [stdout] | [INFO] [stdout] 249 | let mut b=(-y * a.mapv(|e| e.ln()) - (1.0-y)* ((1.0-a).map(|x| x.ln()))); [INFO] [stdout] | ----^ [INFO] [stdout] | | [INFO] [stdout] | help: remove this `mut` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `magic` [INFO] [stdout] --> src/mnist/mnistUtil.rs:19:6 [INFO] [stdout] | [INFO] [stdout] 19 | let magic:u32 = read_be_u32(&mut &header_buf[..4]); [INFO] [stdout] | ^^^^^ help: if this is intentional, prefix it with an underscore: `_magic` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(unused_variables)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `header` [INFO] [stdout] --> src/mnist/mnistUtil.rs:43:6 [INFO] [stdout] | [INFO] [stdout] 43 | let header = f.read(&mut header_buf[..]).unwrap(); [INFO] [stdout] | ^^^^^^ help: if this is intentional, prefix it with an underscore: `_header` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `magic` [INFO] [stdout] --> src/mnist/mnistUtil.rs:45:6 [INFO] [stdout] | [INFO] [stdout] 45 | let magic:u32 = read_be_u32(&mut &header_buf[..4]); [INFO] [stdout] | ^^^^^ help: if this is intentional, prefix it with an underscore: `_magic` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `n` [INFO] [stdout] --> src/mnist/mnistUtil.rs:51:6 [INFO] [stdout] | [INFO] [stdout] 51 | let n = f.read(&mut byte_buf[..]).unwrap(); [INFO] [stdout] | ^ help: if this is intentional, prefix it with an underscore: `_n` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `rest` [INFO] [stdout] --> src/mnist/mnistUtil.rs:67:21 [INFO] [stdout] | [INFO] [stdout] 67 | let (int_bytes, rest) = input.split_at(std::mem::size_of::()); [INFO] [stdout] | ^^^^ help: if this is intentional, prefix it with an underscore: `_rest` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `zero_bytes` [INFO] [stdout] --> src/mnist/mnistUtil.rs:73:8 [INFO] [stdout] | [INFO] [stdout] 73 | let (zero_bytes, a) = input.split_at(0); [INFO] [stdout] | ^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_zero_bytes` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `test_data` [INFO] [stdout] --> src/lib.rs:38:9 [INFO] [stdout] | [INFO] [stdout] 38 | let test_data:Vec<(Array2, Array2)> = zipData(test_image, test_label); [INFO] [stdout] | ^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_test_data` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: unused variable: `x` [INFO] [stdout] --> src/lib.rs:39:10 [INFO] [stdout] | [INFO] [stdout] 39 | for (x, y) in train_data { [INFO] [stdout] | ^ help: if this is intentional, prefix it with an underscore: `_x` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: field `size` is never read [INFO] [stdout] --> src/math/matrix.rs:2:2 [INFO] [stdout] | [INFO] [stdout] 1 | pub struct Matrix { [INFO] [stdout] | ------ field in this struct [INFO] [stdout] 2 | size:(usize,usize), [INFO] [stdout] | ^^^^ [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(dead_code)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `cost` is never used [INFO] [stdout] --> src/dnn/neuralNetwork.rs:247:4 [INFO] [stdout] | [INFO] [stdout] 247 | fn cost(a:& Array2, y:& Array2) -> f64{ [INFO] [stdout] | ^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `read_bb_u32` is never used [INFO] [stdout] --> src/mnist/mnistUtil.rs:66:4 [INFO] [stdout] | [INFO] [stdout] 66 | fn read_bb_u32(input: &mut &[u8]) -> u32 { [INFO] [stdout] | ^^^^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `testMax` is never used [INFO] [stdout] --> src/lib.rs:18:8 [INFO] [stdout] | [INFO] [stdout] 18 | fn testMax(){ [INFO] [stdout] | ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `testMax2` is never used [INFO] [stdout] --> src/lib.rs:25:8 [INFO] [stdout] | [INFO] [stdout] 25 | fn testMax2(){ [INFO] [stdout] | ^^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `zipData` is never used [INFO] [stdout] --> src/lib.rs:44:6 [INFO] [stdout] | [INFO] [stdout] 44 | fn zipData(train_data:Array2, train_label:Array2) -> Vec<(Array2,Array2)> { [INFO] [stdout] | ^^^^^^^ [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getRow` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:23:12 [INFO] [stdout] | [INFO] [stdout] 23 | pub fn getRow(&self) ->usize { [INFO] [stdout] | ^^^^^^ help: convert the identifier to snake case: `get_row` [INFO] [stdout] | [INFO] [stdout] = note: `#[warn(non_snake_case)]` on by default [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getCol` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:26:12 [INFO] [stdout] | [INFO] [stdout] 26 | pub fn getCol(&self) -> usize { [INFO] [stdout] | ^^^^^^ help: convert the identifier to snake case: `get_col` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getUnmutData` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:29:12 [INFO] [stdout] | [INFO] [stdout] 29 | pub fn getUnmutData(& self) -> & Vec> { [INFO] [stdout] | ^^^^^^^^^^^^ help: convert the identifier to snake case: `get_unmut_data` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `getMutData` should have a snake case name [INFO] [stdout] --> src/math/matrix.rs:32:12 [INFO] [stdout] | [INFO] [stdout] 32 | pub fn getMutData(&mut self) -> &mut Vec> { [INFO] [stdout] | ^^^^^^^^^^ help: convert the identifier to snake case: `get_mut_data` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: module `neuralNetwork` should have a snake case name [INFO] [stdout] --> src/dnn/mod.rs:1:9 [INFO] [stdout] | [INFO] [stdout] 1 | pub mod neuralNetwork; [INFO] [stdout] | ^^^^^^^^^^^^^ help: convert the identifier to snake case: `neural_network` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: method `SGD` should have a snake case name [INFO] [stdout] --> src/dnn/neuralNetwork.rs:62:9 [INFO] [stdout] | [INFO] [stdout] 62 | pub fn SGD(&mut self, [INFO] [stdout] | ^^^ help: convert the identifier to snake case: `sgd` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: variable `maxRatio` should have a snake case name [INFO] [stdout] --> src/dnn/neuralNetwork.rs:72:11 [INFO] [stdout] | [INFO] [stdout] 72 | let mut maxRatio:usize = 0; [INFO] [stdout] | ^^^^^^^^ help: convert the identifier to snake case: `max_ratio` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: module `mnistUtil` should have a snake case name [INFO] [stdout] --> src/mnist/mod.rs:1:9 [INFO] [stdout] | [INFO] [stdout] 1 | pub mod mnistUtil; [INFO] [stdout] | ^^^^^^^^^ help: convert the identifier to snake case: `mnist_util` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `readFeaturesFromFile` should have a snake case name [INFO] [stdout] --> src/mnist/mnistUtil.rs:10:8 [INFO] [stdout] | [INFO] [stdout] 10 | pub fn readFeaturesFromFile(filepath:&str) ->Array2 { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^^^ help: convert the identifier to snake case: `read_features_from_file` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `readLabelsFromFile` should have a snake case name [INFO] [stdout] --> src/mnist/mnistUtil.rs:39:8 [INFO] [stdout] | [INFO] [stdout] 39 | pub fn readLabelsFromFile(filepath:&str) -> Array2 { [INFO] [stdout] | ^^^^^^^^^^^^^^^^^^ help: convert the identifier to snake case: `read_labels_from_file` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `testMax` should have a snake case name [INFO] [stdout] --> src/lib.rs:18:8 [INFO] [stdout] | [INFO] [stdout] 18 | fn testMax(){ [INFO] [stdout] | ^^^^^^^ help: convert the identifier to snake case: `test_max` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `testMax2` should have a snake case name [INFO] [stdout] --> src/lib.rs:25:8 [INFO] [stdout] | [INFO] [stdout] 25 | fn testMax2(){ [INFO] [stdout] | ^^^^^^^^ help: convert the identifier to snake case: `test_max2` [INFO] [stdout] [INFO] [stdout] [INFO] [stdout] warning: function `zipData` should have a snake case name [INFO] [stdout] --> src/lib.rs:44:6 [INFO] [stdout] | [INFO] [stdout] 44 | fn zipData(train_data:Array2, train_label:Array2) -> Vec<(Array2,Array2)> { [INFO] [stdout] | ^^^^^^^ help: convert the identifier to snake case: `zip_data` [INFO] [stdout] [INFO] [stdout] [INFO] [stderr] Finished `test` profile [optimized + debuginfo] target(s) in 0.43s [INFO] running `Command { std: "docker" "inspect" "ffb46c39c238cc484df93241e2818ee737e92b9d8defa62651990a917b6cfd9c", kill_on_drop: false }` [INFO] running `Command { std: "docker" "rm" "-f" "ffb46c39c238cc484df93241e2818ee737e92b9d8defa62651990a917b6cfd9c", kill_on_drop: false }` [INFO] [stdout] ffb46c39c238cc484df93241e2818ee737e92b9d8defa62651990a917b6cfd9c