[INFO] cloning repository https://github.com/TheSandwichCoder/MachineLearningGPU
[INFO] running `Command { std: "git" "-c" "credential.helper=" "-c" "credential.helper=/workspace/cargo-home/bin/git-credential-null" "clone" "--bare" "https://github.com/TheSandwichCoder/MachineLearningGPU" "/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2FTheSandwichCoder%2FMachineLearningGPU", kill_on_drop: false }`
[INFO] [stderr] Cloning into bare repository '/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2FTheSandwichCoder%2FMachineLearningGPU'...
[INFO] running `Command { std: "git" "rev-parse" "HEAD", kill_on_drop: false }`
[INFO] [stdout] 3b91ee2ae5a582eab26dd8b71cafe21b2ac9b249
[INFO] checking TheSandwichCoder/MachineLearningGPU against 49a6044d37d694890450f52ceaceb66277a36b1e for pr-161154
[INFO] running `Command { std: "git" "clone" "/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2FTheSandwichCoder%2FMachineLearningGPU" "/workspace/builds/worker-2-tc2/source", kill_on_drop: false }`
[INFO] [stderr] Cloning into '/workspace/builds/worker-2-tc2/source'...
[INFO] [stderr] done.
[INFO] started tweaking git repo https://github.com/TheSandwichCoder/MachineLearningGPU
[INFO] finished tweaking git repo https://github.com/TheSandwichCoder/MachineLearningGPU
[INFO] tweaked toml for git repo https://github.com/TheSandwichCoder/MachineLearningGPU written to /workspace/builds/worker-2-tc2/source/Cargo.toml
[INFO] validating manifest of git repo https://github.com/TheSandwichCoder/MachineLearningGPU on toolchain 49a6044d37d694890450f52ceaceb66277a36b1e
[INFO] running `Command { std: CARGO_HOME="/workspace/cargo-home" RUSTUP_HOME="/workspace/rustup-home" "/workspace/cargo-home/bin/cargo" "+49a6044d37d694890450f52ceaceb66277a36b1e" "metadata" "--manifest-path" "Cargo.toml" "--no-deps", kill_on_drop: false }`
[INFO] crate git repo https://github.com/TheSandwichCoder/MachineLearningGPU 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" "+49a6044d37d694890450f52ceaceb66277a36b1e" "fetch" "--manifest-path" "Cargo.toml", kill_on_drop: false }`
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[INFO] [stdout] f0f74acbde6fcbb6b48de91a94dfd39609f404b71becd2c11210c5e3d7367911
[INFO] running `Command { std: "docker" "start" "f0f74acbde6fcbb6b48de91a94dfd39609f404b71becd2c11210c5e3d7367911", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "inspect" "f0f74acbde6fcbb6b48de91a94dfd39609f404b71becd2c11210c5e3d7367911", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "exec" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-w" "/opt/rustwide/workdir" "--user" "0:0" "f0f74acbde6fcbb6b48de91a94dfd39609f404b71becd2c11210c5e3d7367911" "/opt/rustwide/cargo-home/bin/cargo" "+49a6044d37d694890450f52ceaceb66277a36b1e" "metadata" "--no-deps" "--format-version=1", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "inspect" "f0f74acbde6fcbb6b48de91a94dfd39609f404b71becd2c11210c5e3d7367911", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "exec" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=forbid" "-e" "RUSTDOCFLAGS=--cap-lints=forbid" "-w" "/opt/rustwide/workdir" "--user" "0:0" "f0f74acbde6fcbb6b48de91a94dfd39609f404b71becd2c11210c5e3d7367911" "/opt/rustwide/cargo-home/bin/cargo" "+49a6044d37d694890450f52ceaceb66277a36b1e" "check" "--frozen" "--all" "--all-targets" "--message-format=json", kill_on_drop: false }`
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[INFO] [stderr]     Checking MachineLearningGPU v0.1.0 (/opt/rustwide/workdir)
[INFO] [stdout] warning: unused imports: `Pod` and `Zeroable`
[INFO] [stdout]  --> src/main.rs:1:16
[INFO] [stdout]   |
[INFO] [stdout] 1 | use bytemuck::{Pod, Zeroable};
[INFO] [stdout]   |                ^^^  ^^^^^^^^
[INFO] [stdout]   |
[INFO] [stdout]   = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `npy`
[INFO] [stdout]  --> src/main.rs:2:5
[INFO] [stdout]   |
[INFO] [stdout] 2 | use npy;
[INFO] [stdout]   |     ^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::num::NonZeroU64`
[INFO] [stdout]  --> src/main.rs:3:5
[INFO] [stdout]   |
[INFO] [stdout] 3 | use std::num::NonZeroU64;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::time::Instant`
[INFO] [stdout]  --> src/main.rs:4:5
[INFO] [stdout]   |
[INFO] [stdout] 4 | use std::time::Instant;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `wgpu::util::DeviceExt`
[INFO] [stdout]  --> src/main.rs:5:5
[INFO] [stdout]   |
[INFO] [stdout] 5 | use wgpu::util::DeviceExt;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::fs::File`
[INFO] [stdout]  --> src/data_reader.rs:1:5
[INFO] [stdout]   |
[INFO] [stdout] 1 | use std::fs::File;
[INFO] [stdout]   |     ^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::string`
[INFO] [stdout]  --> src/data_reader.rs:2:5
[INFO] [stdout]   |
[INFO] [stdout] 2 | use std::string;
[INFO] [stdout]   |     ^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `npy::NpyData`
[INFO] [stdout]   --> src/data_reader.rs:10:5
[INFO] [stdout]    |
[INFO] [stdout] 10 | use npy::NpyData;
[INFO] [stdout]    |     ^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::io::Read`
[INFO] [stdout]   --> src/data_reader.rs:11:5
[INFO] [stdout]    |
[INFO] [stdout] 11 | use std::io::Read;
[INFO] [stdout]    |     ^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::data_reader::DataReader`
[INFO] [stdout]  --> src/datatypes/nn_datatypes.rs:1:5
[INFO] [stdout]   |
[INFO] [stdout] 1 | use crate::data_reader::DataReader;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `rand::distr::uniform::UniformUsize`
[INFO] [stdout]  --> src/datatypes/nn_datatypes.rs:7:5
[INFO] [stdout]   |
[INFO] [stdout] 7 | use rand::distr::uniform::UniformUsize;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::model`
[INFO] [stdout]  --> src/datatypes/conv_datatypes.rs:4:5
[INFO] [stdout]   |
[INFO] [stdout] 4 | use crate::model;
[INFO] [stdout]   |     ^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::dispatch::conv_dispatch`
[INFO] [stdout]  --> src/dispatch/conv_dispatch.rs:3:5
[INFO] [stdout]   |
[INFO] [stdout] 3 | use crate::dispatch::conv_dispatch;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused imports: `Pod` and `Zeroable`
[INFO] [stdout]  --> src/dispatch/conv_dispatch.rs:8:16
[INFO] [stdout]   |
[INFO] [stdout] 8 | use bytemuck::{Pod, Zeroable};
[INFO] [stdout]   |                ^^^  ^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::num::NonZeroU64`
[INFO] [stdout]  --> src/dispatch/conv_dispatch.rs:9:5
[INFO] [stdout]   |
[INFO] [stdout] 9 | use std::num::NonZeroU64;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::fs`
[INFO] [stdout]   --> src/dispatch/conv_dispatch.rs:12:5
[INFO] [stdout]    |
[INFO] [stdout] 12 | use std::fs;
[INFO] [stdout]    |     ^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused imports: `Pod` and `Zeroable`
[INFO] [stdout]  --> src/dispatch/data_dispatch.rs:1:16
[INFO] [stdout]   |
[INFO] [stdout] 1 | use bytemuck::{Pod, Zeroable};
[INFO] [stdout]   |                ^^^  ^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused imports: `Pod` and `Zeroable`
[INFO] [stdout]  --> src/main.rs:1:16
[INFO] [stdout]   |
[INFO] [stdout] 1 | use bytemuck::{Pod, Zeroable};
[INFO] [stdout]   |                ^^^  ^^^^^^^^
[INFO] [stdout]   |
[INFO] [stdout]   = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::fs`
[INFO] [stdout]  --> src/dispatch/data_dispatch.rs:2:5
[INFO] [stdout]   |
[INFO] [stdout] 2 | use std::fs;
[INFO] [stdout]   |     ^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `npy`
[INFO] [stdout]  --> src/main.rs:2:5
[INFO] [stdout]   |
[INFO] [stdout] 2 | use npy;
[INFO] [stdout]   |     ^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::num::NonZeroU64`
[INFO] [stdout]  --> src/dispatch/data_dispatch.rs:3:5
[INFO] [stdout]   |
[INFO] [stdout] 3 | use std::num::NonZeroU64;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::num::NonZeroU64`
[INFO] [stdout]  --> src/main.rs:3:5
[INFO] [stdout]   |
[INFO] [stdout] 3 | use std::num::NonZeroU64;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::datatypes::*`
[INFO] [stdout]  --> src/dispatch/data_dispatch.rs:7:5
[INFO] [stdout]   |
[INFO] [stdout] 7 | use crate::datatypes::*;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `nn_datatypes::*`
[INFO] [stdout]  --> src/dispatch/data_dispatch.rs:8:24
[INFO] [stdout]   |
[INFO] [stdout] 8 | use crate::datatypes::{nn_datatypes::*, workgroup::*};
[INFO] [stdout]   |                        ^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::time::Instant`
[INFO] [stdout]  --> src/main.rs:4:5
[INFO] [stdout]   |
[INFO] [stdout] 4 | use std::time::Instant;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `wgpu::util::DeviceExt`
[INFO] [stdout]  --> src/main.rs:5:5
[INFO] [stdout]   |
[INFO] [stdout] 5 | use wgpu::util::DeviceExt;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unnecessary parentheses around assigned value
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:709:25
[INFO] [stdout]     |
[INFO] [stdout] 709 |         let data_slot = (self.data_reader.dataset_info.data_value_size + 1);
[INFO] [stdout]     |                         ^                                                 ^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `#[warn(unused_parens)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] help: remove these parentheses
[INFO] [stdout]     |
[INFO] [stdout] 709 -         let data_slot = (self.data_reader.dataset_info.data_value_size + 1);
[INFO] [stdout] 709 +         let data_slot = self.data_reader.dataset_info.data_value_size + 1;
[INFO] [stdout]     |
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::fs::File`
[INFO] [stdout]  --> src/data_reader.rs:1:5
[INFO] [stdout]   |
[INFO] [stdout] 1 | use std::fs::File;
[INFO] [stdout]   |     ^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unnecessary parentheses around assigned value
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:752:25
[INFO] [stdout]     |
[INFO] [stdout] 752 |         let data_slot = (self.data_reader.dataset_info.data_value_size + 1);
[INFO] [stdout]     |                         ^                                                 ^
[INFO] [stdout]     |
[INFO] [stdout] help: remove these parentheses
[INFO] [stdout]     |
[INFO] [stdout] 752 -         let data_slot = (self.data_reader.dataset_info.data_value_size + 1);
[INFO] [stdout] 752 +         let data_slot = self.data_reader.dataset_info.data_value_size + 1;
[INFO] [stdout]     |
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::string`
[INFO] [stdout]  --> src/data_reader.rs:2:5
[INFO] [stdout]   |
[INFO] [stdout] 2 | use std::string;
[INFO] [stdout]   |     ^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused imports: `Pod` and `Zeroable`
[INFO] [stdout]  --> src/dispatch/nn_dispatch.rs:1:16
[INFO] [stdout]   |
[INFO] [stdout] 1 | use bytemuck::{Pod, Zeroable};
[INFO] [stdout]   |                ^^^  ^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `npy::NpyData`
[INFO] [stdout]   --> src/data_reader.rs:10:5
[INFO] [stdout]    |
[INFO] [stdout] 10 | use npy::NpyData;
[INFO] [stdout]    |     ^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::data_reader::*`
[INFO] [stdout]  --> src/dispatch/nn_dispatch.rs:5:5
[INFO] [stdout]   |
[INFO] [stdout] 5 | use crate::data_reader::*;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::io::Read`
[INFO] [stdout]   --> src/data_reader.rs:11:5
[INFO] [stdout]    |
[INFO] [stdout] 11 | use std::io::Read;
[INFO] [stdout]    |     ^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `csv::Error`
[INFO] [stdout]  --> src/gpu_dirs/nn_dirs.rs:4:5
[INFO] [stdout]   |
[INFO] [stdout] 4 | use csv::Error;
[INFO] [stdout]   |     ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::data_reader::DataReader`
[INFO] [stdout]  --> src/datatypes/nn_datatypes.rs:1:5
[INFO] [stdout]   |
[INFO] [stdout] 1 | use crate::data_reader::DataReader;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `rand::distr::uniform::UniformUsize`
[INFO] [stdout]  --> src/datatypes/nn_datatypes.rs:7:5
[INFO] [stdout]   |
[INFO] [stdout] 7 | use rand::distr::uniform::UniformUsize;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::model`
[INFO] [stdout]  --> src/datatypes/conv_datatypes.rs:4:5
[INFO] [stdout]   |
[INFO] [stdout] 4 | use crate::model;
[INFO] [stdout]   |     ^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::dispatch::conv_dispatch`
[INFO] [stdout]  --> src/dispatch/conv_dispatch.rs:3:5
[INFO] [stdout]   |
[INFO] [stdout] 3 | use crate::dispatch::conv_dispatch;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused imports: `Pod` and `Zeroable`
[INFO] [stdout]  --> src/dispatch/conv_dispatch.rs:8:16
[INFO] [stdout]   |
[INFO] [stdout] 8 | use bytemuck::{Pod, Zeroable};
[INFO] [stdout]   |                ^^^  ^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::num::NonZeroU64`
[INFO] [stdout]  --> src/dispatch/conv_dispatch.rs:9:5
[INFO] [stdout]   |
[INFO] [stdout] 9 | use std::num::NonZeroU64;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::fs`
[INFO] [stdout]   --> src/dispatch/conv_dispatch.rs:12:5
[INFO] [stdout]    |
[INFO] [stdout] 12 | use std::fs;
[INFO] [stdout]    |     ^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused imports: `Pod` and `Zeroable`
[INFO] [stdout]  --> src/dispatch/data_dispatch.rs:1:16
[INFO] [stdout]   |
[INFO] [stdout] 1 | use bytemuck::{Pod, Zeroable};
[INFO] [stdout]   |                ^^^  ^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::fs`
[INFO] [stdout]  --> src/dispatch/data_dispatch.rs:2:5
[INFO] [stdout]   |
[INFO] [stdout] 2 | use std::fs;
[INFO] [stdout]   |     ^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `std::num::NonZeroU64`
[INFO] [stdout]  --> src/dispatch/data_dispatch.rs:3:5
[INFO] [stdout]   |
[INFO] [stdout] 3 | use std::num::NonZeroU64;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::datatypes::*`
[INFO] [stdout]  --> src/dispatch/data_dispatch.rs:7:5
[INFO] [stdout]   |
[INFO] [stdout] 7 | use crate::datatypes::*;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `nn_datatypes::*`
[INFO] [stdout]  --> src/dispatch/data_dispatch.rs:8:24
[INFO] [stdout]   |
[INFO] [stdout] 8 | use crate::datatypes::{nn_datatypes::*, workgroup::*};
[INFO] [stdout]   |                        ^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unnecessary parentheses around assigned value
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:709:25
[INFO] [stdout]     |
[INFO] [stdout] 709 |         let data_slot = (self.data_reader.dataset_info.data_value_size + 1);
[INFO] [stdout]     |                         ^                                                 ^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `#[warn(unused_parens)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] help: remove these parentheses
[INFO] [stdout]     |
[INFO] [stdout] 709 -         let data_slot = (self.data_reader.dataset_info.data_value_size + 1);
[INFO] [stdout] 709 +         let data_slot = self.data_reader.dataset_info.data_value_size + 1;
[INFO] [stdout]     |
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unnecessary parentheses around assigned value
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:752:25
[INFO] [stdout]     |
[INFO] [stdout] 752 |         let data_slot = (self.data_reader.dataset_info.data_value_size + 1);
[INFO] [stdout]     |                         ^                                                 ^
[INFO] [stdout]     |
[INFO] [stdout] help: remove these parentheses
[INFO] [stdout]     |
[INFO] [stdout] 752 -         let data_slot = (self.data_reader.dataset_info.data_value_size + 1);
[INFO] [stdout] 752 +         let data_slot = self.data_reader.dataset_info.data_value_size + 1;
[INFO] [stdout]     |
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused imports: `conv_dispatch::*` and `gpu_instance::GPUInstance`
[INFO] [stdout]   --> src/main.rs:17:23
[INFO] [stdout]    |
[INFO] [stdout] 17 | use crate::dispatch::{conv_dispatch::*, gpu_instance::GPUInstance};
[INFO] [stdout]    |                       ^^^^^^^^^^^^^^^^  ^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused imports: `Pod` and `Zeroable`
[INFO] [stdout]  --> src/dispatch/nn_dispatch.rs:1:16
[INFO] [stdout]   |
[INFO] [stdout] 1 | use bytemuck::{Pod, Zeroable};
[INFO] [stdout]   |                ^^^  ^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::conv_datatypes::*`
[INFO] [stdout]   --> src/main.rs:20:5
[INFO] [stdout]    |
[INFO] [stdout] 20 | use crate::conv_datatypes::*;
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::data_reader::*`
[INFO] [stdout]  --> src/dispatch/nn_dispatch.rs:5:5
[INFO] [stdout]   |
[INFO] [stdout] 5 | use crate::data_reader::*;
[INFO] [stdout]   |     ^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `csv::Error`
[INFO] [stdout]  --> src/gpu_dirs/nn_dirs.rs:4:5
[INFO] [stdout]   |
[INFO] [stdout] 4 | use csv::Error;
[INFO] [stdout]   |     ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused imports: `conv_dispatch::*` and `gpu_instance::GPUInstance`
[INFO] [stdout]   --> src/main.rs:17:23
[INFO] [stdout]    |
[INFO] [stdout] 17 | use crate::dispatch::{conv_dispatch::*, gpu_instance::GPUInstance};
[INFO] [stdout]    |                       ^^^^^^^^^^^^^^^^  ^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `crate::conv_datatypes::*`
[INFO] [stdout]   --> src/main.rs:20:5
[INFO] [stdout]    |
[INFO] [stdout] 20 | use crate::conv_datatypes::*;
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: use of deprecated function `rand::thread_rng`: Renamed to `rng`
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:482:29
[INFO] [stdout]     |
[INFO] [stdout] 482 |         let mut rng = rand::thread_rng();
[INFO] [stdout]     |                             ^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `#[warn(deprecated)]` on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: use of deprecated function `rand::thread_rng`: Renamed to `rng`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:706:29
[INFO] [stdout]     |
[INFO] [stdout] 706 |         let mut rng = rand::thread_rng();
[INFO] [stdout]     |                             ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: use of deprecated function `rand::thread_rng`: Renamed to `rng`
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:482:29
[INFO] [stdout]     |
[INFO] [stdout] 482 |         let mut rng = rand::thread_rng();
[INFO] [stdout]     |                             ^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `#[warn(deprecated)]` on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: use of deprecated function `rand::thread_rng`: Renamed to `rng`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:706:29
[INFO] [stdout]     |
[INFO] [stdout] 706 |         let mut rng = rand::thread_rng();
[INFO] [stdout]     |                             ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: use of deprecated method `rand::Rng::gen_range`: Renamed to `random_range`
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:485:26
[INFO] [stdout]     |
[INFO] [stdout] 485 |             .map(|_| rng.gen_range(-0.05..=0.05))
[INFO] [stdout]     |                          ^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: use of deprecated method `rand::Rng::gen_range`: Renamed to `random_range`
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:485:26
[INFO] [stdout]     |
[INFO] [stdout] 485 |             .map(|_| rng.gen_range(-0.05..=0.05))
[INFO] [stdout]     |                          ^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: use of deprecated method `rand::Rng::gen_range`: Renamed to `random_range`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:708:66
[INFO] [stdout]     |
[INFO] [stdout] 708 |         let random_floats: Vec<f32> = (0..self.size).map(|_| rng.gen_range(-1.0..=1.0)).collect();
[INFO] [stdout]     |                                                                  ^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: use of deprecated method `rand::Rng::gen_range`: Renamed to `random_range`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:708:66
[INFO] [stdout]     |
[INFO] [stdout] 708 |         let random_floats: Vec<f32> = (0..self.size).map(|_| rng.gen_range(-1.0..=1.0)).collect();
[INFO] [stdout]     |                                                                  ^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable `counter` is assigned to, but never used
[INFO] [stdout]    --> src/data_reader.rs:274:21
[INFO] [stdout]     |
[INFO] [stdout] 274 |                 let mut counter: usize = 0;
[INFO] [stdout]     |                     ^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: consider using `_counter` instead
[INFO] [stdout]     = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: value assigned to `counter` is never read
[INFO] [stdout]    --> src/data_reader.rs:281:21
[INFO] [stdout]     |
[INFO] [stdout] 281 |                     counter += 1;
[INFO] [stdout]     |                     ^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = help: maybe it is overwritten before being read?
[INFO] [stdout]     = note: `#[warn(unused_assignments)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `z`
[INFO] [stdout]   --> src/datatypes/nn_datatypes.rs:13:21
[INFO] [stdout]    |
[INFO] [stdout] 13 | fn deriv_activation(z: f32) -> f32 {
[INFO] [stdout]    |                     ^ help: if this is intentional, prefix it with an underscore: `_z`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable `counter` is assigned to, but never used
[INFO] [stdout]    --> src/data_reader.rs:274:21
[INFO] [stdout]     |
[INFO] [stdout] 274 |                 let mut counter: usize = 0;
[INFO] [stdout]     |                     ^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: consider using `_counter` instead
[INFO] [stdout]     = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: value assigned to `counter` is never read
[INFO] [stdout]    --> src/data_reader.rs:281:21
[INFO] [stdout]     |
[INFO] [stdout] 281 |                     counter += 1;
[INFO] [stdout]     |                     ^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = help: maybe it is overwritten before being read?
[INFO] [stdout]     = note: `#[warn(unused_assignments)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable does not need to be mutable
[INFO] [stdout]   --> src/datatypes/nn_datatypes.rs:93:13
[INFO] [stdout]    |
[INFO] [stdout] 93 |         let mut new_nn_dim = model_constructor.nn_dim.clone();
[INFO] [stdout]    |             ----^^^^^^^^^^
[INFO] [stdout]    |             |
[INFO] [stdout]    |             help: remove this `mut`
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(unused_mut)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `z`
[INFO] [stdout]   --> src/datatypes/nn_datatypes.rs:13:21
[INFO] [stdout]    |
[INFO] [stdout] 13 | fn deriv_activation(z: f32) -> f32 {
[INFO] [stdout]    |                     ^ help: if this is intentional, prefix it with an underscore: `_z`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable does not need to be mutable
[INFO] [stdout]   --> src/datatypes/nn_datatypes.rs:93:13
[INFO] [stdout]    |
[INFO] [stdout] 93 |         let mut new_nn_dim = model_constructor.nn_dim.clone();
[INFO] [stdout]    |             ----^^^^^^^^^^
[INFO] [stdout]    |             |
[INFO] [stdout]    |             help: remove this `mut`
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(unused_mut)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable does not need to be mutable
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:307:13
[INFO] [stdout]     |
[INFO] [stdout] 307 |         let mut buf = vec![1.0; self.nn_length];
[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/datatypes/nn_datatypes.rs:307:13
[INFO] [stdout]     |
[INFO] [stdout] 307 |         let mut buf = vec![1.0; self.nn_length];
[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/datatypes/nn_datatypes.rs:525:13
[INFO] [stdout]     |
[INFO] [stdout] 525 |         let mut v = vec![0.0; self.buffer_size];
[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/datatypes/nn_datatypes.rs:525:13
[INFO] [stdout]     |
[INFO] [stdout] 525 |         let mut v = vec![0.0; self.buffer_size];
[INFO] [stdout]     |             ----^
[INFO] [stdout]     |             |
[INFO] [stdout]     |             help: remove this `mut`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `kernal_i`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:325:17
[INFO] [stdout]     |
[INFO] [stdout] 325 |             for kernal_i in 0..conv_layer.n_kernals {
[INFO] [stdout]     |                 ^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_kernal_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `kernal_i`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:325:17
[INFO] [stdout]     |
[INFO] [stdout] 325 |             for kernal_i in 0..conv_layer.n_kernals {
[INFO] [stdout]     |                 ^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_kernal_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable does not need to be mutable
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:343:13
[INFO] [stdout]     |
[INFO] [stdout] 343 |         let mut layer_i = 0;
[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/datatypes/conv_datatypes.rs:343:13
[INFO] [stdout]     |
[INFO] [stdout] 343 |         let mut layer_i = 0;
[INFO] [stdout]     |             ----^^^^^^^
[INFO] [stdout]     |             |
[INFO] [stdout]     |             help: remove this `mut`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `layer_i`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:343:13
[INFO] [stdout]     |
[INFO] [stdout] 343 |         let mut layer_i = 0;
[INFO] [stdout]     |             ^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_layer_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `layer_i`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:343:13
[INFO] [stdout]     |
[INFO] [stdout] 343 |         let mut layer_i = 0;
[INFO] [stdout]     |             ^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_layer_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable does not need to be mutable
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:414:13
[INFO] [stdout]     |
[INFO] [stdout] 414 |         let mut size = 0;
[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/datatypes/conv_datatypes.rs:414:13
[INFO] [stdout]     |
[INFO] [stdout] 414 |         let mut size = 0;
[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/datatypes/conv_datatypes.rs:416:13
[INFO] [stdout]     |
[INFO] [stdout] 416 |         let mut kernal_info = KernalInfo::new(kernal_dim);
[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/datatypes/conv_datatypes.rs:416:13
[INFO] [stdout]     |
[INFO] [stdout] 416 |         let mut kernal_info = KernalInfo::new(kernal_dim);
[INFO] [stdout]     |             ----^^^^^^^^^^^
[INFO] [stdout]     |             |
[INFO] [stdout]     |             help: remove this `mut`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `size`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:414:13
[INFO] [stdout]     |
[INFO] [stdout] 414 |         let mut size = 0;
[INFO] [stdout]     |             ^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_size`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `size`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:414:13
[INFO] [stdout]     |
[INFO] [stdout] 414 |         let mut size = 0;
[INFO] [stdout]     |             ^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_size`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `c`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:477:13
[INFO] [stdout]     |
[INFO] [stdout] 477 |         let c = kernal_dim[2];
[INFO] [stdout]     |             ^ help: if this is intentional, prefix it with an underscore: `_c`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `c`
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:477:13
[INFO] [stdout]     |
[INFO] [stdout] 477 |         let c = kernal_dim[2];
[INFO] [stdout]     |             ^ help: if this is intentional, prefix it with an underscore: `_c`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable does not need to be mutable
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:586:13
[INFO] [stdout]     |
[INFO] [stdout] 586 |         let mut empty = vec![1.0; self.storage_buffer_size];
[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/datatypes/conv_datatypes.rs:586:13
[INFO] [stdout]     |
[INFO] [stdout] 586 |         let mut empty = vec![1.0; self.storage_buffer_size];
[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/datatypes/conv_datatypes.rs:607:13
[INFO] [stdout]     |
[INFO] [stdout] 607 |         let mut empty = vec![0; self.storage_buffer_size];
[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/datatypes/conv_datatypes.rs:607:13
[INFO] [stdout]     |
[INFO] [stdout] 607 |         let mut empty = vec![0; self.storage_buffer_size];
[INFO] [stdout]     |             ----^^^^^
[INFO] [stdout]     |             |
[INFO] [stdout]     |             help: remove this `mut`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: value assigned to `b_offset` is never read
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:641:28
[INFO] [stdout]     |
[INFO] [stdout] 641 |         let mut b_offset = 0;
[INFO] [stdout]     |                            ^ this value is reassigned later and never used
[INFO] [stdout] ...
[INFO] [stdout] 665 |         b_offset = t_size;
[INFO] [stdout]     |         ----------------- `b_offset` is overwritten here before the previous value is read
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: value assigned to `b_offset` is never read
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:641:28
[INFO] [stdout]     |
[INFO] [stdout] 641 |         let mut b_offset = 0;
[INFO] [stdout]     |                            ^ this value is reassigned later and never used
[INFO] [stdout] ...
[INFO] [stdout] 665 |         b_offset = t_size;
[INFO] [stdout]     |         ----------------- `b_offset` is overwritten here before the previous value is read
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `data_constructor`
[INFO] [stdout]   --> src/dispatch/conv_dispatch.rs:93:9
[INFO] [stdout]    |
[INFO] [stdout] 93 |         data_constructor: &DataConstructor,
[INFO] [stdout]    |         ^^^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_data_constructor`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `data_constructor`
[INFO] [stdout]   --> src/dispatch/conv_dispatch.rs:93:9
[INFO] [stdout]    |
[INFO] [stdout] 93 |         data_constructor: &DataConstructor,
[INFO] [stdout]    |         ^^^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_data_constructor`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `layer_i`
[INFO] [stdout]     --> src/dispatch/conv_dispatch.rs:1836:17
[INFO] [stdout]      |
[INFO] [stdout] 1836 |             let layer_i = 0;
[INFO] [stdout]      |                 ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_layer_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `layer_i`
[INFO] [stdout]     --> src/dispatch/conv_dispatch.rs:1836:17
[INFO] [stdout]      |
[INFO] [stdout] 1836 |             let layer_i = 0;
[INFO] [stdout]      |                 ^^^^^^^ help: if this is intentional, prefix it with an underscore: `_layer_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `error_dir_buffer_size`
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:114:13
[INFO] [stdout]     |
[INFO] [stdout] 114 |         let error_dir_buffer_size = error_slot as u64 * 1;
[INFO] [stdout]     |             ^^^^^^^^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_error_dir_buffer_size`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `error_dir_buffer_size`
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:114:13
[INFO] [stdout]     |
[INFO] [stdout] 114 |         let error_dir_buffer_size = error_slot as u64 * 1;
[INFO] [stdout]     |             ^^^^^^^^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_error_dir_buffer_size`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `conv_dispatch`
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:380:9
[INFO] [stdout]     |
[INFO] [stdout] 380 |         conv_dispatch: &ConvDispatch,
[INFO] [stdout]     |         ^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_conv_dispatch`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `error_dir_buffer_size`
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:427:13
[INFO] [stdout]     |
[INFO] [stdout] 427 |         let error_dir_buffer_size = error_slot as u64 * 1;
[INFO] [stdout]     |             ^^^^^^^^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_error_dir_buffer_size`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `conv_dispatch`
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:380:9
[INFO] [stdout]     |
[INFO] [stdout] 380 |         conv_dispatch: &ConvDispatch,
[INFO] [stdout]     |         ^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_conv_dispatch`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `error_dir_buffer_size`
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:427:13
[INFO] [stdout]     |
[INFO] [stdout] 427 |         let error_dir_buffer_size = error_slot as u64 * 1;
[INFO] [stdout]     |             ^^^^^^^^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_error_dir_buffer_size`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `dir_i`
[INFO] [stdout]   --> src/gpu_dirs/nn_dirs.rs:19:48
[INFO] [stdout]    |
[INFO] [stdout] 19 |     pub fn new_nn(nn_info: &NeuralNetworkInfo, dir_i: usize) -> Self {
[INFO] [stdout]    |                                                ^^^^^ help: if this is intentional, prefix it with an underscore: `_dir_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `dir_i`
[INFO] [stdout]   --> src/gpu_dirs/nn_dirs.rs:19:48
[INFO] [stdout]    |
[INFO] [stdout] 19 |     pub fn new_nn(nn_info: &NeuralNetworkInfo, dir_i: usize) -> Self {
[INFO] [stdout]    |                                                ^^^^^ help: if this is intentional, prefix it with an underscore: `_dir_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `dir_i`
[INFO] [stdout]   --> src/gpu_dirs/nn_dirs.rs:30:50
[INFO] [stdout]    |
[INFO] [stdout] 30 |     pub fn new_conv(conv_info: &ConvolutionInfo, dir_i: usize) -> Self {
[INFO] [stdout]    |                                                  ^^^^^ help: if this is intentional, prefix it with an underscore: `_dir_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `dir_i`
[INFO] [stdout]   --> src/gpu_dirs/nn_dirs.rs:30:50
[INFO] [stdout]    |
[INFO] [stdout] 30 |     pub fn new_conv(conv_info: &ConvolutionInfo, dir_i: usize) -> Self {
[INFO] [stdout]    |                                                  ^^^^^ help: if this is intentional, prefix it with an underscore: `_dir_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `ping_switch`
[INFO] [stdout]    --> src/gpu_dirs/nn_dirs.rs:305:13
[INFO] [stdout]     |
[INFO] [stdout] 305 |         let ping_switch = (dir_i + 1) % 2;
[INFO] [stdout]     |             ^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_ping_switch`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `ping_switch`
[INFO] [stdout]    --> src/gpu_dirs/nn_dirs.rs:305:13
[INFO] [stdout]     |
[INFO] [stdout] 305 |         let ping_switch = (dir_i + 1) % 2;
[INFO] [stdout]     |             ^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_ping_switch`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `next_conv_layer`
[INFO] [stdout]    --> src/gpu_dirs/conv_dirs.rs:120:13
[INFO] [stdout]     |
[INFO] [stdout] 120 |         let next_conv_layer = &conv_info.conv_layers[dir_i + 1];
[INFO] [stdout]     |             ^^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_next_conv_layer`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `next_conv_layer`
[INFO] [stdout]    --> src/gpu_dirs/conv_dirs.rs:120:13
[INFO] [stdout]     |
[INFO] [stdout] 120 |         let next_conv_layer = &conv_info.conv_layers[dir_i + 1];
[INFO] [stdout]     |             ^^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_next_conv_layer`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable does not need to be mutable
[INFO] [stdout]    --> src/model.rs:295:13
[INFO] [stdout]     |
[INFO] [stdout] 295 |         let mut sub_batch_i = 0;
[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/model.rs:295:13
[INFO] [stdout]     |
[INFO] [stdout] 295 |         let mut sub_batch_i = 0;
[INFO] [stdout]     |             ----^^^^^^^^^^^
[INFO] [stdout]     |             |
[INFO] [stdout]     |             help: remove this `mut`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `sub_batch_i`
[INFO] [stdout]    --> src/model.rs:295:13
[INFO] [stdout]     |
[INFO] [stdout] 295 |         let mut sub_batch_i = 0;
[INFO] [stdout]     |             ^^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_sub_batch_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `sub_batch_i`
[INFO] [stdout]    --> src/model.rs:295:13
[INFO] [stdout]     |
[INFO] [stdout] 295 |         let mut sub_batch_i = 0;
[INFO] [stdout]     |             ^^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_sub_batch_i`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `LARGEST_BUFFER_SIZE` is never used
[INFO] [stdout]  --> src/constants.rs:1:11
[INFO] [stdout]   |
[INFO] [stdout] 1 | pub const LARGEST_BUFFER_SIZE: u32 = 134217728 / 4;
[INFO] [stdout]   |           ^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]   |
[INFO] [stdout]   = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `LARGEST_BUFFER_SIZE` is never used
[INFO] [stdout]  --> src/constants.rs:1:11
[INFO] [stdout]   |
[INFO] [stdout] 1 | pub const LARGEST_BUFFER_SIZE: u32 = 134217728 / 4;
[INFO] [stdout]   |           ^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]   |
[INFO] [stdout]   = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated function `new` is never used
[INFO] [stdout]   --> src/data_reader.rs:24:12
[INFO] [stdout]    |
[INFO] [stdout] 23 | impl DataConstructor {
[INFO] [stdout]    | -------------------- associated function in this implementation
[INFO] [stdout] 24 |     pub fn new(
[INFO] [stdout]    |            ^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated function `new` is never used
[INFO] [stdout]   --> src/data_reader.rs:24:12
[INFO] [stdout]    |
[INFO] [stdout] 23 | impl DataConstructor {
[INFO] [stdout]    | -------------------- associated function in this implementation
[INFO] [stdout] 24 |     pub fn new(
[INFO] [stdout]    |            ^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated functions `from_mnist_downsampled`, `from_testing`, and `from_debug` are never used
[INFO] [stdout]    --> src/data_reader.rs:104:12
[INFO] [stdout]     |
[INFO] [stdout]  57 | impl DataValue {
[INFO] [stdout]     | -------------- associated functions in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 104 |     pub fn from_mnist_downsampled(srecord: &csv::StringRecord) -> DataValue {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 123 |     pub fn from_testing(srecord: &csv::StringRecord) -> DataValue {
[INFO] [stdout]     |            ^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 142 |     pub fn from_debug() -> DataValue {
[INFO] [stdout]     |            ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variants `MNIST` and `EMNIST` are never constructed
[INFO] [stdout]    --> src/data_reader.rs:171:5
[INFO] [stdout]     |
[INFO] [stdout] 169 | pub enum Dataset {
[INFO] [stdout]     |          ------- variants in this enum
[INFO] [stdout] 170 |     Empty,
[INFO] [stdout] 171 |     MNIST,
[INFO] [stdout]     |     ^^^^^
[INFO] [stdout] 172 |     EMNIST,
[INFO] [stdout]     |     ^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `Dataset` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `activation` is never used
[INFO] [stdout]  --> src/datatypes/nn_datatypes.rs:9:4
[INFO] [stdout]   |
[INFO] [stdout] 9 | fn activation(z: f32) -> f32 {
[INFO] [stdout]   |    ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `deriv_activation` is never used
[INFO] [stdout]   --> src/datatypes/nn_datatypes.rs:13:4
[INFO] [stdout]    |
[INFO] [stdout] 13 | fn deriv_activation(z: f32) -> f32 {
[INFO] [stdout]    |    ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `get_activity_deriv_buffer_size` is never used
[INFO] [stdout]   --> src/datatypes/nn_datatypes.rs:43:4
[INFO] [stdout]    |
[INFO] [stdout] 43 | fn get_activity_deriv_buffer_size(a_dim: &Vec<usize>) -> usize {
[INFO] [stdout]    |    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `default`, `set_dim`, `set_n_batches`, `set_lr`, and `set_mr` are never used
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:81:12
[INFO] [stdout]     |
[INFO] [stdout]  80 | impl NNConstructor {
[INFO] [stdout]     | ------------------ associated items in this implementation
[INFO] [stdout]  81 |     pub fn default() -> Self {
[INFO] [stdout]     |            ^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 109 |     pub fn set_dim(&mut self, dim: Vec<usize>) {
[INFO] [stdout]     |            ^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 113 |     pub fn set_n_batches(&mut self, n_batches: usize) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 117 |     pub fn set_lr(&mut self, lr: f32) {
[INFO] [stdout]     |            ^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 121 |     pub fn set_mr(&mut self, mr: f32) {
[INFO] [stdout]     |            ^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `null`, `get_index`, and `get_slice` are never used
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:148:12
[INFO] [stdout]     |
[INFO] [stdout] 147 | impl NNActivityInfo {
[INFO] [stdout]     | ------------------- associated items in this implementation
[INFO] [stdout] 148 |     pub fn null() -> Self {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] ...
[INFO] [stdout] 193 |     pub fn get_index(&self, idx_coord: &Vec<usize>) -> usize {
[INFO] [stdout]     |            ^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 197 |     pub fn get_slice(&self, start_coord: &Vec<usize>, slice_length: usize) -> (usize, usize) {
[INFO] [stdout]     |            ^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `nn_length` and `wd` are never read
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:209:9
[INFO] [stdout]     |
[INFO] [stdout] 204 | pub struct NeuralNetworkInfo {
[INFO] [stdout]     |            ----------------- fields in this struct
[INFO] [stdout] ...
[INFO] [stdout] 209 |     pub nn_length: usize,
[INFO] [stdout]     |         ^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 215 |     pub wd: f32,
[INFO] [stdout]     |         ^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated functions `from_mnist_downsampled`, `from_testing`, and `from_debug` are never used
[INFO] [stdout]    --> src/data_reader.rs:104:12
[INFO] [stdout]     |
[INFO] [stdout]  57 | impl DataValue {
[INFO] [stdout]     | -------------- associated functions in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 104 |     pub fn from_mnist_downsampled(srecord: &csv::StringRecord) -> DataValue {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 123 |     pub fn from_testing(srecord: &csv::StringRecord) -> DataValue {
[INFO] [stdout]     |            ^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 142 |     pub fn from_debug() -> DataValue {
[INFO] [stdout]     |            ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `null`, `get_nn_length`, `get_n_batches`, `create_buffer`, `load_param_buffer`, and `read_readback` are never used
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:230:12
[INFO] [stdout]     |
[INFO] [stdout] 218 | impl NeuralNetworkInfo {
[INFO] [stdout]     | ---------------------- associated items in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 230 |     pub fn null() -> Self {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] ...
[INFO] [stdout] 298 |     pub fn get_nn_length(&self) -> usize {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 302 |     pub fn get_n_batches(&self) -> usize {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 306 |     pub fn create_buffer(&self) -> Vec<f32> {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 312 |     pub fn load_param_buffer(&self, file_string: &str) -> Vec<f32> {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 398 |     pub fn read_readback(&self, param_slice: &[f32]) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `layer_dim`, `n_layers`, and `param_info` are never read
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:452:9
[INFO] [stdout]     |
[INFO] [stdout] 451 | pub struct ParamsDir {
[INFO] [stdout]     |            --------- fields in this struct
[INFO] [stdout] 452 |     pub layer_dim: Vec<usize>,
[INFO] [stdout]     |         ^^^^^^^^^
[INFO] [stdout] 453 |     pub n_layers: usize,
[INFO] [stdout]     |         ^^^^^^^^
[INFO] [stdout] 454 |
[INFO] [stdout] 455 |     pub param_info: Vec<TensorInfo>,
[INFO] [stdout]     |         ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `layer_dim`, `n_layers`, `n_batches`, `activities_info`, and `single_buffer_size` are never read
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:493:5
[INFO] [stdout]     |
[INFO] [stdout] 492 | pub struct ActivityDir {
[INFO] [stdout]     |            ----------- fields in this struct
[INFO] [stdout] 493 |     layer_dim: Vec<usize>,
[INFO] [stdout]     |     ^^^^^^^^^
[INFO] [stdout] 494 |     n_layers: usize,
[INFO] [stdout]     |     ^^^^^^^^
[INFO] [stdout] 495 |     n_batches: usize,
[INFO] [stdout]     |     ^^^^^^^^^
[INFO] [stdout] 496 |
[INFO] [stdout] 497 |     activities_info: Vec<NNActivityInfo>,
[INFO] [stdout]     |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 498 |     buffer_size: usize,
[INFO] [stdout] 499 |     single_buffer_size: usize,
[INFO] [stdout]     |     ^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `default`, `add_layer`, `set_inputs`, `set_n_batches`, `set_lr`, and `set_mr` are never used
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:55:12
[INFO] [stdout]     |
[INFO] [stdout]  54 | impl ConvConstructor {
[INFO] [stdout]     | -------------------- associated items in this implementation
[INFO] [stdout]  55 |     pub fn default() -> Self {
[INFO] [stdout]     |            ^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout]  93 |     pub fn add_layer(&mut self, kernal_size: usize, pool_size: usize, n_kernals: usize) {
[INFO] [stdout]     |            ^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout]  99 |     pub fn set_inputs(&mut self, input_dim: Vec<usize>, n_layers: usize) {
[INFO] [stdout]     |            ^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 107 |     pub fn set_n_batches(&mut self, n_batches: usize) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 111 |     pub fn set_lr(&mut self, lr: f32) {
[INFO] [stdout]     |            ^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 115 |     pub fn set_mr(&mut self, mr: f32) {
[INFO] [stdout]     |            ^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: method `load_param_buffer` is never used
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:298:12
[INFO] [stdout]     |
[INFO] [stdout] 137 | impl ConvolutionInfo {
[INFO] [stdout]     | -------------------- method in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 298 |     pub fn load_param_buffer(&self, file_string: &str) -> Vec<f32> {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: field `layer_offset` is never read
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:394:9
[INFO] [stdout]     |
[INFO] [stdout] 392 | pub struct ConvLayerInfo {
[INFO] [stdout]     |            ------------- field in this struct
[INFO] [stdout] 393 |     pub layer_dim: Vec<usize>,
[INFO] [stdout] 394 |     pub layer_offset: Vec<i32>,
[INFO] [stdout]     |         ^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `ConvLayerInfo` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: field `dim` is never read
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:448:9
[INFO] [stdout]     |
[INFO] [stdout] 447 | pub struct PoolingInfo {
[INFO] [stdout]     |            ----------- field in this struct
[INFO] [stdout] 448 |     pub dim: Vec<usize>,
[INFO] [stdout]     |         ^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `PoolingInfo` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `offset` and `n_batches` are never read
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:503:9
[INFO] [stdout]     |
[INFO] [stdout] 502 | pub struct ConvActivityInfo {
[INFO] [stdout]     |            ---------------- fields in this struct
[INFO] [stdout] 503 |     pub offset: usize,
[INFO] [stdout]     |         ^^^^^^
[INFO] [stdout] 504 |     pub n_batches: usize,
[INFO] [stdout]     |         ^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `ConvActivityInfo` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variants `MNIST` and `EMNIST` are never constructed
[INFO] [stdout]    --> src/data_reader.rs:171:5
[INFO] [stdout]     |
[INFO] [stdout] 169 | pub enum Dataset {
[INFO] [stdout]     |          ------- variants in this enum
[INFO] [stdout] 170 |     Empty,
[INFO] [stdout] 171 |     MNIST,
[INFO] [stdout]     |     ^^^^^
[INFO] [stdout] 172 |     EMNIST,
[INFO] [stdout]     |     ^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `Dataset` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `activation` is never used
[INFO] [stdout]  --> src/datatypes/nn_datatypes.rs:9:4
[INFO] [stdout]   |
[INFO] [stdout] 9 | fn activation(z: f32) -> f32 {
[INFO] [stdout]   |    ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `deriv_activation` is never used
[INFO] [stdout]   --> src/datatypes/nn_datatypes.rs:13:4
[INFO] [stdout]    |
[INFO] [stdout] 13 | fn deriv_activation(z: f32) -> f32 {
[INFO] [stdout]    |    ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `get_activity_deriv_buffer_size` is never used
[INFO] [stdout]   --> src/datatypes/nn_datatypes.rs:43:4
[INFO] [stdout]    |
[INFO] [stdout] 43 | fn get_activity_deriv_buffer_size(a_dim: &Vec<usize>) -> usize {
[INFO] [stdout]    |    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `default`, `set_dim`, `set_n_batches`, `set_lr`, and `set_mr` are never used
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:81:12
[INFO] [stdout]     |
[INFO] [stdout]  80 | impl NNConstructor {
[INFO] [stdout]     | ------------------ associated items in this implementation
[INFO] [stdout]  81 |     pub fn default() -> Self {
[INFO] [stdout]     |            ^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 109 |     pub fn set_dim(&mut self, dim: Vec<usize>) {
[INFO] [stdout]     |            ^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 113 |     pub fn set_n_batches(&mut self, n_batches: usize) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 117 |     pub fn set_lr(&mut self, lr: f32) {
[INFO] [stdout]     |            ^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 121 |     pub fn set_mr(&mut self, mr: f32) {
[INFO] [stdout]     |            ^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `null`, `get_index`, and `get_slice` are never used
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:148:12
[INFO] [stdout]     |
[INFO] [stdout] 147 | impl NNActivityInfo {
[INFO] [stdout]     | ------------------- associated items in this implementation
[INFO] [stdout] 148 |     pub fn null() -> Self {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] ...
[INFO] [stdout] 193 |     pub fn get_index(&self, idx_coord: &Vec<usize>) -> usize {
[INFO] [stdout]     |            ^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 197 |     pub fn get_slice(&self, start_coord: &Vec<usize>, slice_length: usize) -> (usize, usize) {
[INFO] [stdout]     |            ^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `nn_length` and `wd` are never read
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:209:9
[INFO] [stdout]     |
[INFO] [stdout] 204 | pub struct NeuralNetworkInfo {
[INFO] [stdout]     |            ----------------- fields in this struct
[INFO] [stdout] ...
[INFO] [stdout] 209 |     pub nn_length: usize,
[INFO] [stdout]     |         ^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 215 |     pub wd: f32,
[INFO] [stdout]     |         ^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `dim`, `kernal_count`, `split_k`, and `largest_kernal_layer` are never read
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:619:9
[INFO] [stdout]     |
[INFO] [stdout] 618 | pub struct ConvParamInfo {
[INFO] [stdout]     |            ------------- fields in this struct
[INFO] [stdout] 619 |     pub dim: Vec<TensorInfo>,
[INFO] [stdout]     |         ^^^
[INFO] [stdout] 620 |     pub kernal_count: Vec<usize>,
[INFO] [stdout]     |         ^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 626 |     pub split_k: usize,
[INFO] [stdout]     |         ^^^^^^^
[INFO] [stdout] 627 |     pub largest_kernal_layer: usize,
[INFO] [stdout]     |         ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `ConvParamInfo` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `tens_n_dim` and `tens_strides` are never read
[INFO] [stdout]  --> src/datatypes/tensor.rs:6:9
[INFO] [stdout]   |
[INFO] [stdout] 3 | pub struct TensorInfo{
[INFO] [stdout]   |            ---------- fields in this struct
[INFO] [stdout] ...
[INFO] [stdout] 6 |     pub tens_n_dim: usize,
[INFO] [stdout]   |         ^^^^^^^^^^
[INFO] [stdout] 7 |     pub tens_strides: Vec<usize>,
[INFO] [stdout]   |         ^^^^^^^^^^^^
[INFO] [stdout]   |
[INFO] [stdout]   = note: `TensorInfo` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `null`, `get_nn_length`, `get_n_batches`, `create_buffer`, `load_param_buffer`, and `read_readback` are never used
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:230:12
[INFO] [stdout]     |
[INFO] [stdout] 218 | impl NeuralNetworkInfo {
[INFO] [stdout]     | ---------------------- associated items in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 230 |     pub fn null() -> Self {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] ...
[INFO] [stdout] 298 |     pub fn get_nn_length(&self) -> usize {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 302 |     pub fn get_n_batches(&self) -> usize {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 306 |     pub fn create_buffer(&self) -> Vec<f32> {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 312 |     pub fn load_param_buffer(&self, file_string: &str) -> Vec<f32> {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 398 |     pub fn read_readback(&self, param_slice: &[f32]) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `layer_dim`, `n_layers`, and `param_info` are never read
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:452:9
[INFO] [stdout]     |
[INFO] [stdout] 451 | pub struct ParamsDir {
[INFO] [stdout]     |            --------- fields in this struct
[INFO] [stdout] 452 |     pub layer_dim: Vec<usize>,
[INFO] [stdout]     |         ^^^^^^^^^
[INFO] [stdout] 453 |     pub n_layers: usize,
[INFO] [stdout]     |         ^^^^^^^^
[INFO] [stdout] 454 |
[INFO] [stdout] 455 |     pub param_info: Vec<TensorInfo>,
[INFO] [stdout]     |         ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `null`, `get_slice`, and `get_index` are never used
[INFO] [stdout]   --> src/datatypes/tensor.rs:12:12
[INFO] [stdout]    |
[INFO] [stdout] 11 | impl TensorInfo{
[INFO] [stdout]    | --------------- associated items in this implementation
[INFO] [stdout] 12 |     pub fn null() -> Self{
[INFO] [stdout]    |            ^^^^
[INFO] [stdout] ...
[INFO] [stdout] 33 |     pub fn get_slice(&self, idx_coord: &Vec<usize>, slice_length: usize) -> (usize, usize){
[INFO] [stdout]    |            ^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 40 |     pub fn get_index(&self, idx_coord: &Vec<usize>) -> usize{
[INFO] [stdout]    |            ^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `layer_dim`, `n_layers`, `n_batches`, `activities_info`, and `single_buffer_size` are never read
[INFO] [stdout]    --> src/datatypes/nn_datatypes.rs:493:5
[INFO] [stdout]     |
[INFO] [stdout] 492 | pub struct ActivityDir {
[INFO] [stdout]     |            ----------- fields in this struct
[INFO] [stdout] 493 |     layer_dim: Vec<usize>,
[INFO] [stdout]     |     ^^^^^^^^^
[INFO] [stdout] 494 |     n_layers: usize,
[INFO] [stdout]     |     ^^^^^^^^
[INFO] [stdout] 495 |     n_batches: usize,
[INFO] [stdout]     |     ^^^^^^^^^
[INFO] [stdout] 496 |
[INFO] [stdout] 497 |     activities_info: Vec<NNActivityInfo>,
[INFO] [stdout]     |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 498 |     buffer_size: usize,
[INFO] [stdout] 499 |     single_buffer_size: usize,
[INFO] [stdout]     |     ^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `vec_dot` is never used
[INFO] [stdout]   --> src/datatypes/tensor.rs:71:4
[INFO] [stdout]    |
[INFO] [stdout] 71 | fn vec_dot(vec1: &Vec<usize>, vec2: &Vec<usize>) -> usize{
[INFO] [stdout]    |    ^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `default`, `add_layer`, `set_inputs`, `set_n_batches`, `set_lr`, and `set_mr` are never used
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:55:12
[INFO] [stdout]     |
[INFO] [stdout]  54 | impl ConvConstructor {
[INFO] [stdout]     | -------------------- associated items in this implementation
[INFO] [stdout]  55 |     pub fn default() -> Self {
[INFO] [stdout]     |            ^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout]  93 |     pub fn add_layer(&mut self, kernal_size: usize, pool_size: usize, n_kernals: usize) {
[INFO] [stdout]     |            ^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout]  99 |     pub fn set_inputs(&mut self, input_dim: Vec<usize>, n_layers: usize) {
[INFO] [stdout]     |            ^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 107 |     pub fn set_n_batches(&mut self, n_batches: usize) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 111 |     pub fn set_lr(&mut self, lr: f32) {
[INFO] [stdout]     |            ^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 115 |     pub fn set_mr(&mut self, mr: f32) {
[INFO] [stdout]     |            ^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: method `load_param_buffer` is never used
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:298:12
[INFO] [stdout]     |
[INFO] [stdout] 137 | impl ConvolutionInfo {
[INFO] [stdout]     | -------------------- method in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 298 |     pub fn load_param_buffer(&self, file_string: &str) -> Vec<f32> {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `vec_dot_f` is never used
[INFO] [stdout]   --> src/datatypes/tensor.rs:90:4
[INFO] [stdout]    |
[INFO] [stdout] 90 | fn vec_dot_f(vec1: &[f32], vec2: &[f32]) -> f32{
[INFO] [stdout]    |    ^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: field `layer_offset` is never read
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:394:9
[INFO] [stdout]     |
[INFO] [stdout] 392 | pub struct ConvLayerInfo {
[INFO] [stdout]     |            ------------- field in this struct
[INFO] [stdout] 393 |     pub layer_dim: Vec<usize>,
[INFO] [stdout] 394 |     pub layer_offset: Vec<i32>,
[INFO] [stdout]     |         ^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `ConvLayerInfo` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: field `dim` is never read
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:448:9
[INFO] [stdout]     |
[INFO] [stdout] 447 | pub struct PoolingInfo {
[INFO] [stdout]     |            ----------- field in this struct
[INFO] [stdout] 448 |     pub dim: Vec<usize>,
[INFO] [stdout]     |         ^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `PoolingInfo` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `offset` and `n_batches` are never read
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:503:9
[INFO] [stdout]     |
[INFO] [stdout] 502 | pub struct ConvActivityInfo {
[INFO] [stdout]     |            ---------------- fields in this struct
[INFO] [stdout] 503 |     pub offset: usize,
[INFO] [stdout]     |         ^^^^^^
[INFO] [stdout] 504 |     pub n_batches: usize,
[INFO] [stdout]     |         ^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `ConvActivityInfo` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: field `z` is never read
[INFO] [stdout]  --> src/datatypes/workgroup.rs:4:9
[INFO] [stdout]   |
[INFO] [stdout] 1 | pub struct WorkgroupDim{
[INFO] [stdout]   |            ------------ field in this struct
[INFO] [stdout] ...
[INFO] [stdout] 4 |     pub z: usize,
[INFO] [stdout]   |         ^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `dir_buffer` and `shader` are never read
[INFO] [stdout]   --> src/dispatch/conv_dispatch.rs:17:9
[INFO] [stdout]    |
[INFO] [stdout] 16 | pub struct ConvPassInfo {
[INFO] [stdout]    |            ------------ fields in this struct
[INFO] [stdout] 17 |     pub dir_buffer: wgpu::Buffer, // for metas
[INFO] [stdout]    |         ^^^^^^^^^^
[INFO] [stdout] 18 |
[INFO] [stdout] 19 |     pub shader: wgpu::ShaderModule,
[INFO] [stdout]    |         ^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `dim`, `kernal_count`, `split_k`, and `largest_kernal_layer` are never read
[INFO] [stdout]    --> src/datatypes/conv_datatypes.rs:619:9
[INFO] [stdout]     |
[INFO] [stdout] 618 | pub struct ConvParamInfo {
[INFO] [stdout]     |            ------------- fields in this struct
[INFO] [stdout] 619 |     pub dim: Vec<TensorInfo>,
[INFO] [stdout]     |         ^^^
[INFO] [stdout] 620 |     pub kernal_count: Vec<usize>,
[INFO] [stdout]     |         ^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 626 |     pub split_k: usize,
[INFO] [stdout]     |         ^^^^^^^
[INFO] [stdout] 627 |     pub largest_kernal_layer: usize,
[INFO] [stdout]     |         ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `ConvParamInfo` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `tens_n_dim` and `tens_strides` are never read
[INFO] [stdout]  --> src/datatypes/tensor.rs:6:9
[INFO] [stdout]   |
[INFO] [stdout] 3 | pub struct TensorInfo{
[INFO] [stdout]   |            ---------- fields in this struct
[INFO] [stdout] ...
[INFO] [stdout] 6 |     pub tens_n_dim: usize,
[INFO] [stdout]   |         ^^^^^^^^^^
[INFO] [stdout] 7 |     pub tens_strides: Vec<usize>,
[INFO] [stdout]   |         ^^^^^^^^^^^^
[INFO] [stdout]   |
[INFO] [stdout]   = note: `TensorInfo` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `null`, `get_slice`, and `get_index` are never used
[INFO] [stdout]   --> src/datatypes/tensor.rs:12:12
[INFO] [stdout]    |
[INFO] [stdout] 11 | impl TensorInfo{
[INFO] [stdout]    | --------------- associated items in this implementation
[INFO] [stdout] 12 |     pub fn null() -> Self{
[INFO] [stdout]    |            ^^^^
[INFO] [stdout] ...
[INFO] [stdout] 33 |     pub fn get_slice(&self, idx_coord: &Vec<usize>, slice_length: usize) -> (usize, usize){
[INFO] [stdout]    |            ^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 40 |     pub fn get_index(&self, idx_coord: &Vec<usize>) -> usize{
[INFO] [stdout]    |            ^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `vec_dot` is never used
[INFO] [stdout]   --> src/datatypes/tensor.rs:71:4
[INFO] [stdout]    |
[INFO] [stdout] 71 | fn vec_dot(vec1: &Vec<usize>, vec2: &Vec<usize>) -> usize{
[INFO] [stdout]    |    ^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `vec_dot_f` is never used
[INFO] [stdout]   --> src/datatypes/tensor.rs:90:4
[INFO] [stdout]    |
[INFO] [stdout] 90 | fn vec_dot_f(vec1: &[f32], vec2: &[f32]) -> f32{
[INFO] [stdout]    |    ^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `gradient_buffer`, `momentum_buffer`, `variance_buffer`, `pool_idx_storage_buffer`, and `accumulate_buffer` are never read
[INFO] [stdout]   --> src/dispatch/conv_dispatch.rs:56:5
[INFO] [stdout]    |
[INFO] [stdout] 54 | pub struct ConvDispatch {
[INFO] [stdout]    |            ------------ fields in this struct
[INFO] [stdout] 55 |     param_buffer: wgpu::Buffer,            // holds the params for the model
[INFO] [stdout] 56 |     gradient_buffer: wgpu::Buffer,         // holds the param gradients
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 57 |     momentum_buffer: wgpu::Buffer,         // holds the param momentum
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 58 |     variance_buffer: wgpu::Buffer,         // holds the param variance
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 59 |     o_storage_buffer: wgpu::Buffer,        // holds intermediate layer outputs and gradients
[INFO] [stdout] 60 |     pool_idx_storage_buffer: wgpu::Buffer, // holds the idx of val that was pooled
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 63 |     accumulate_buffer: wgpu::Buffer,
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: field `z` is never read
[INFO] [stdout]  --> src/datatypes/workgroup.rs:4:9
[INFO] [stdout]   |
[INFO] [stdout] 1 | pub struct WorkgroupDim{
[INFO] [stdout]   |            ------------ field in this struct
[INFO] [stdout] ...
[INFO] [stdout] 4 |     pub z: usize,
[INFO] [stdout]   |         ^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `dir_buffer` and `shader` are never read
[INFO] [stdout]   --> src/dispatch/conv_dispatch.rs:17:9
[INFO] [stdout]    |
[INFO] [stdout] 16 | pub struct ConvPassInfo {
[INFO] [stdout]    |            ------------ fields in this struct
[INFO] [stdout] 17 |     pub dir_buffer: wgpu::Buffer, // for metas
[INFO] [stdout]    |         ^^^^^^^^^^
[INFO] [stdout] 18 |
[INFO] [stdout] 19 |     pub shader: wgpu::ShaderModule,
[INFO] [stdout]    |         ^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `gradient_buffer`, `momentum_buffer`, `variance_buffer`, `pool_idx_storage_buffer`, and `accumulate_buffer` are never read
[INFO] [stdout]   --> src/dispatch/conv_dispatch.rs:56:5
[INFO] [stdout]    |
[INFO] [stdout] 54 | pub struct ConvDispatch {
[INFO] [stdout]    |            ------------ fields in this struct
[INFO] [stdout] 55 |     param_buffer: wgpu::Buffer,            // holds the params for the model
[INFO] [stdout] 56 |     gradient_buffer: wgpu::Buffer,         // holds the param gradients
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 57 |     momentum_buffer: wgpu::Buffer,         // holds the param momentum
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 58 |     variance_buffer: wgpu::Buffer,         // holds the param variance
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 59 |     o_storage_buffer: wgpu::Buffer,        // holds intermediate layer outputs and gradients
[INFO] [stdout] 60 |     pool_idx_storage_buffer: wgpu::Buffer, // holds the idx of val that was pooled
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 63 |     accumulate_buffer: wgpu::Buffer,
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: methods `load_params`, `accumulate_gradients`, `backward_conv_mat`, `backward_conv_mat_deriv`, `temp_forward_copy`, and `read_back_act_single` are never used
[INFO] [stdout]     --> src/dispatch/conv_dispatch.rs:1631:12
[INFO] [stdout]      |
[INFO] [stdout]   81 | impl ConvDispatch {
[INFO] [stdout]      | ----------------- methods in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 1631 |     pub fn load_params(&self, gpu_instance: &GPUInstance, file_str: &str) {
[INFO] [stdout]      |            ^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1676 |     pub fn accumulate_gradients(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1713 |     pub fn backward_conv_mat(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1758 |     pub fn backward_conv_mat_deriv(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1798 |     pub fn temp_forward_copy(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 2100 |     pub fn read_back_act_single(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `dir_buffer`, `shader`, and `dir_slot_size` are never read
[INFO] [stdout]   --> src/dispatch/data_dispatch.rs:16:9
[INFO] [stdout]    |
[INFO] [stdout] 15 | pub struct DataPassInfo {
[INFO] [stdout]    |            ------------ fields in this struct
[INFO] [stdout] 16 |     pub dir_buffer: wgpu::Buffer, // for metas
[INFO] [stdout]    |         ^^^^^^^^^^
[INFO] [stdout] 17 |
[INFO] [stdout] 18 |     pub shader: wgpu::ShaderModule,
[INFO] [stdout]    |         ^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 24 |     pub dir_slot_size: u64,
[INFO] [stdout]    |         ^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `new_nn`, `set_data_nn`, and `read_back_data` are never used
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:65:12
[INFO] [stdout]     |
[INFO] [stdout]  64 | impl DataDispatch {
[INFO] [stdout]     | ----------------- associated items in this implementation
[INFO] [stdout]  65 |     pub fn new_nn(
[INFO] [stdout]     |            ^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 701 |     pub fn set_data_nn(&self, gpu_instance: &GPUInstance, nn_dispatch: &NNDispatch) {
[INFO] [stdout]     |            ^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 905 |     pub fn read_back_data(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `instance` and `adapter` are never read
[INFO] [stdout]  --> src/dispatch/gpu_instance.rs:3:9
[INFO] [stdout]   |
[INFO] [stdout] 2 | pub struct GPUInstance{
[INFO] [stdout]   |            ----------- fields in this struct
[INFO] [stdout] 3 |     pub instance: wgpu::Instance,
[INFO] [stdout]   |         ^^^^^^^^
[INFO] [stdout] 4 |     pub adapter: wgpu::Adapter,
[INFO] [stdout]   |         ^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: methods `load_params`, `accumulate_gradients`, `backward_conv_mat`, `backward_conv_mat_deriv`, `temp_forward_copy`, and `read_back_act_single` are never used
[INFO] [stdout]     --> src/dispatch/conv_dispatch.rs:1631:12
[INFO] [stdout]      |
[INFO] [stdout]   81 | impl ConvDispatch {
[INFO] [stdout]      | ----------------- methods in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 1631 |     pub fn load_params(&self, gpu_instance: &GPUInstance, file_str: &str) {
[INFO] [stdout]      |            ^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1676 |     pub fn accumulate_gradients(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1713 |     pub fn backward_conv_mat(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1758 |     pub fn backward_conv_mat_deriv(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1798 |     pub fn temp_forward_copy(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 2100 |     pub fn read_back_act_single(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `dir_buffer`, `shader`, and `dir_slot_size` are never read
[INFO] [stdout]   --> src/dispatch/data_dispatch.rs:16:9
[INFO] [stdout]    |
[INFO] [stdout] 15 | pub struct DataPassInfo {
[INFO] [stdout]    |            ------------ fields in this struct
[INFO] [stdout] 16 |     pub dir_buffer: wgpu::Buffer, // for metas
[INFO] [stdout]    |         ^^^^^^^^^^
[INFO] [stdout] 17 |
[INFO] [stdout] 18 |     pub shader: wgpu::ShaderModule,
[INFO] [stdout]    |         ^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 24 |     pub dir_slot_size: u64,
[INFO] [stdout]    |         ^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `new_nn`, `set_data_nn`, and `read_back_data` are never used
[INFO] [stdout]    --> src/dispatch/data_dispatch.rs:65:12
[INFO] [stdout]     |
[INFO] [stdout]  64 | impl DataDispatch {
[INFO] [stdout]     | ----------------- associated items in this implementation
[INFO] [stdout]  65 |     pub fn new_nn(
[INFO] [stdout]     |            ^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 701 |     pub fn set_data_nn(&self, gpu_instance: &GPUInstance, nn_dispatch: &NNDispatch) {
[INFO] [stdout]     |            ^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 905 |     pub fn read_back_data(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `instance` and `adapter` are never read
[INFO] [stdout]  --> src/dispatch/gpu_instance.rs:3:9
[INFO] [stdout]   |
[INFO] [stdout] 2 | pub struct GPUInstance{
[INFO] [stdout]   |            ----------- fields in this struct
[INFO] [stdout] 3 |     pub instance: wgpu::Instance,
[INFO] [stdout]   |         ^^^^^^^^
[INFO] [stdout] 4 |     pub adapter: wgpu::Adapter,
[INFO] [stdout]   |         ^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `dir_buffer` and `shader` are never read
[INFO] [stdout]   --> src/dispatch/nn_dispatch.rs:13:9
[INFO] [stdout]    |
[INFO] [stdout] 12 | pub struct NNPassInfo {
[INFO] [stdout]    |            ---------- fields in this struct
[INFO] [stdout] 13 |     pub dir_buffer: wgpu::Buffer, // for metas
[INFO] [stdout]    |         ^^^^^^^^^^
[INFO] [stdout] 14 |
[INFO] [stdout] 15 |     pub shader: wgpu::ShaderModule,
[INFO] [stdout]    |         ^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `gradient_buffer`, `momentum_buffer`, and `variance_buffer` are never read
[INFO] [stdout]   --> src/dispatch/nn_dispatch.rs:52:5
[INFO] [stdout]    |
[INFO] [stdout] 50 | pub struct NNDispatch {
[INFO] [stdout]    |            ---------- fields in this struct
[INFO] [stdout] 51 |     param_buffer: wgpu::Buffer,    // holds the params for the model
[INFO] [stdout] 52 |     gradient_buffer: wgpu::Buffer, // holds the param gradients
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 53 |     momentum_buffer: wgpu::Buffer, // holds the param momentum
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 54 |     variance_buffer: wgpu::Buffer,
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: multiple methods are never used
[INFO] [stdout]     --> src/dispatch/nn_dispatch.rs:722:12
[INFO] [stdout]      |
[INFO] [stdout]   67 | impl NNDispatch {
[INFO] [stdout]      | --------------- methods in this implementation
[INFO] [stdout] ...
[INFO] [stdout]  722 |     pub fn backward_mat(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout]  934 |     pub fn read_back_params(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout]  966 |     pub fn read_back_save(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1000 |     pub fn read_back_act_single(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1097 |     pub fn read_back_gradients(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1129 |     pub fn read_back_raw(&self, gpu_instance: &GPUInstance, n_floats: u64) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1155 |     pub fn load_params(&self, gpu_instance: &GPUInstance, file_str: &str) {
[INFO] [stdout]      |            ^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `ceil_div_inv_y` is never used
[INFO] [stdout]  --> src/functions.rs:7:8
[INFO] [stdout]   |
[INFO] [stdout] 7 | pub fn ceil_div_inv_y(c: usize, x: usize) -> usize {
[INFO] [stdout]   |        ^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `load_specs`, `set_split_k`, and `set_split_k_auto` are never used
[INFO] [stdout]    --> src/model.rs:61:12
[INFO] [stdout]     |
[INFO] [stdout]  36 | impl ModelConstructor {
[INFO] [stdout]     | --------------------- associated items in this implementation
[INFO] [stdout] ...
[INFO] [stdout]  61 |     pub fn load_specs() -> Self {
[INFO] [stdout]     |            ^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 171 |     pub fn set_split_k(&mut self, split_k: usize) {
[INFO] [stdout]     |            ^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 175 |     pub fn set_split_k_auto(&mut self) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: struct `NNModel` is never constructed
[INFO] [stdout]    --> src/model.rs:210:12
[INFO] [stdout]     |
[INFO] [stdout] 210 | pub struct NNModel {
[INFO] [stdout]     |            ^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: multiple associated items are never used
[INFO] [stdout]    --> src/model.rs:219:12
[INFO] [stdout]     |
[INFO] [stdout] 218 | impl NNModel {
[INFO] [stdout]     | ------------ associated items in this implementation
[INFO] [stdout] 219 |     pub fn construct(constructor: ModelConstructor) -> Self {
[INFO] [stdout]     |            ^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 239 |     pub fn show_all_specs(&self) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 243 |     pub fn show_params(&mut self) {
[INFO] [stdout]     |            ^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 247 |     pub fn save(&self) {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] ...
[INFO] [stdout] 251 |     pub fn debug(&mut self) {
[INFO] [stdout]     |            ^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 273 |     pub fn show_epoch_specs(&self, time_taken: Duration) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 294 |     pub fn train(&mut self) {
[INFO] [stdout]     |            ^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 346 |     pub fn test(&mut self) {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: methods `debug` and `load` are never used
[INFO] [stdout]    --> src/model.rs:466:12
[INFO] [stdout]     |
[INFO] [stdout] 402 | impl ConvNNModel {
[INFO] [stdout]     | ---------------- methods in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 466 |     pub fn debug(&mut self) {
[INFO] [stdout]     |            ^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 494 |     pub fn load(&mut self) {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `dir_buffer` and `shader` are never read
[INFO] [stdout]   --> src/dispatch/nn_dispatch.rs:13:9
[INFO] [stdout]    |
[INFO] [stdout] 12 | pub struct NNPassInfo {
[INFO] [stdout]    |            ---------- fields in this struct
[INFO] [stdout] 13 |     pub dir_buffer: wgpu::Buffer, // for metas
[INFO] [stdout]    |         ^^^^^^^^^^
[INFO] [stdout] 14 |
[INFO] [stdout] 15 |     pub shader: wgpu::ShaderModule,
[INFO] [stdout]    |         ^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: fields `gradient_buffer`, `momentum_buffer`, and `variance_buffer` are never read
[INFO] [stdout]   --> src/dispatch/nn_dispatch.rs:52:5
[INFO] [stdout]    |
[INFO] [stdout] 50 | pub struct NNDispatch {
[INFO] [stdout]    |            ---------- fields in this struct
[INFO] [stdout] 51 |     param_buffer: wgpu::Buffer,    // holds the params for the model
[INFO] [stdout] 52 |     gradient_buffer: wgpu::Buffer, // holds the param gradients
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 53 |     momentum_buffer: wgpu::Buffer, // holds the param momentum
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 54 |     variance_buffer: wgpu::Buffer,
[INFO] [stdout]    |     ^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: multiple methods are never used
[INFO] [stdout]     --> src/dispatch/nn_dispatch.rs:722:12
[INFO] [stdout]      |
[INFO] [stdout]   67 | impl NNDispatch {
[INFO] [stdout]      | --------------- methods in this implementation
[INFO] [stdout] ...
[INFO] [stdout]  722 |     pub fn backward_mat(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout]  934 |     pub fn read_back_params(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout]  966 |     pub fn read_back_save(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1000 |     pub fn read_back_act_single(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1097 |     pub fn read_back_gradients(&self, gpu_instance: &GPUInstance) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1129 |     pub fn read_back_raw(&self, gpu_instance: &GPUInstance, n_floats: u64) {
[INFO] [stdout]      |            ^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 1155 |     pub fn load_params(&self, gpu_instance: &GPUInstance, file_str: &str) {
[INFO] [stdout]      |            ^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `ceil_div_inv_y` is never used
[INFO] [stdout]  --> src/functions.rs:7:8
[INFO] [stdout]   |
[INFO] [stdout] 7 | pub fn ceil_div_inv_y(c: usize, x: usize) -> usize {
[INFO] [stdout]   |        ^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `load_specs`, `set_split_k`, and `set_split_k_auto` are never used
[INFO] [stdout]    --> src/model.rs:61:12
[INFO] [stdout]     |
[INFO] [stdout]  36 | impl ModelConstructor {
[INFO] [stdout]     | --------------------- associated items in this implementation
[INFO] [stdout] ...
[INFO] [stdout]  61 |     pub fn load_specs() -> Self {
[INFO] [stdout]     |            ^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 171 |     pub fn set_split_k(&mut self, split_k: usize) {
[INFO] [stdout]     |            ^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 175 |     pub fn set_split_k_auto(&mut self) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: struct `NNModel` is never constructed
[INFO] [stdout]    --> src/model.rs:210:12
[INFO] [stdout]     |
[INFO] [stdout] 210 | pub struct NNModel {
[INFO] [stdout]     |            ^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: multiple associated items are never used
[INFO] [stdout]    --> src/model.rs:219:12
[INFO] [stdout]     |
[INFO] [stdout] 218 | impl NNModel {
[INFO] [stdout]     | ------------ associated items in this implementation
[INFO] [stdout] 219 |     pub fn construct(constructor: ModelConstructor) -> Self {
[INFO] [stdout]     |            ^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 239 |     pub fn show_all_specs(&self) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 243 |     pub fn show_params(&mut self) {
[INFO] [stdout]     |            ^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 247 |     pub fn save(&self) {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] ...
[INFO] [stdout] 251 |     pub fn debug(&mut self) {
[INFO] [stdout]     |            ^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 273 |     pub fn show_epoch_specs(&self, time_taken: Duration) {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 294 |     pub fn train(&mut self) {
[INFO] [stdout]     |            ^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 346 |     pub fn test(&mut self) {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: methods `debug` and `load` are never used
[INFO] [stdout]    --> src/model.rs:466:12
[INFO] [stdout]     |
[INFO] [stdout] 402 | impl ConvNNModel {
[INFO] [stdout]     | ---------------- methods in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 466 |     pub fn debug(&mut self) {
[INFO] [stdout]     |            ^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 494 |     pub fn load(&mut self) {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused `std::result::Result` that must be used
[INFO] [stdout]    --> src/dispatch/nn_dispatch.rs:994:9
[INFO] [stdout]     |
[INFO] [stdout] 994 |         fs::write("./saves/saved_nn.txt", save_string);
[INFO] [stdout]     |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: this `Result` may be an `Err` variant, which should be handled
[INFO] [stdout]     = note: `#[warn(unused_must_use)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] help: use `let _ = ...` to ignore the resulting value
[INFO] [stdout]     |
[INFO] [stdout] 994 |         let _ = fs::write("./saves/saved_nn.txt", save_string);
[INFO] [stdout]     |         +++++++
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused `std::result::Result` that must be used
[INFO] [stdout]    --> src/dispatch/nn_dispatch.rs:994:9
[INFO] [stdout]     |
[INFO] [stdout] 994 |         fs::write("./saves/saved_nn.txt", save_string);
[INFO] [stdout]     |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: this `Result` may be an `Err` variant, which should be handled
[INFO] [stdout]     = note: `#[warn(unused_must_use)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] help: use `let _ = ...` to ignore the resulting value
[INFO] [stdout]     |
[INFO] [stdout] 994 |         let _ = fs::write("./saves/saved_nn.txt", save_string);
[INFO] [stdout]     |         +++++++
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused `std::result::Result` that must be used
[INFO] [stdout]    --> src/model.rs:628:9
[INFO] [stdout]     |
[INFO] [stdout] 628 |         fs::write("./saves/saved_convnn.txt", save_string);
[INFO] [stdout]     |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: this `Result` may be an `Err` variant, which should be handled
[INFO] [stdout] help: use `let _ = ...` to ignore the resulting value
[INFO] [stdout]     |
[INFO] [stdout] 628 |         let _ = fs::write("./saves/saved_convnn.txt", save_string);
[INFO] [stdout]     |         +++++++
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused `std::result::Result` that must be used
[INFO] [stdout]    --> src/model.rs:628:9
[INFO] [stdout]     |
[INFO] [stdout] 628 |         fs::write("./saves/saved_convnn.txt", save_string);
[INFO] [stdout]     |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: this `Result` may be an `Err` variant, which should be handled
[INFO] [stdout] help: use `let _ = ...` to ignore the resulting value
[INFO] [stdout]     |
[INFO] [stdout] 628 |         let _ = fs::write("./saves/saved_convnn.txt", save_string);
[INFO] [stdout]     |         +++++++
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stderr]     Finished `dev` profile [unoptimized + debuginfo] target(s) in 1m 00s
[INFO] [stderr] warning: the following packages contain code that will be rejected by a future version of Rust: naga v26.0.0, nom v3.2.1, npy v0.4.0, wgpu v26.0.1, wgpu-core v26.0.1, wgpu-hal v26.0.4
[INFO] [stderr] note: to see what the problems were, use the option `--future-incompat-report`, or run `cargo report future-incompatibilities --id 1`
[INFO] running `Command { std: "docker" "inspect" "f0f74acbde6fcbb6b48de91a94dfd39609f404b71becd2c11210c5e3d7367911", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "f0f74acbde6fcbb6b48de91a94dfd39609f404b71becd2c11210c5e3d7367911", kill_on_drop: false }`
[INFO] [stdout] f0f74acbde6fcbb6b48de91a94dfd39609f404b71becd2c11210c5e3d7367911
