[INFO] cloning repository https://github.com/pandas-coding/crab-llm-scratch
[INFO] running `Command { std: "git" "-c" "credential.helper=" "-c" "credential.helper=/workspace/cargo-home/bin/git-credential-null" "clone" "--bare" "https://github.com/pandas-coding/crab-llm-scratch" "/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2Fpandas-coding%2Fcrab-llm-scratch", kill_on_drop: false }`
[INFO] [stderr] Cloning into bare repository '/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2Fpandas-coding%2Fcrab-llm-scratch'...
[INFO] running `Command { std: "git" "rev-parse" "HEAD", kill_on_drop: false }`
[INFO] [stdout] 1c36ae8a8a3f4570579b26a62e24640b279269cc
[INFO] checking pandas-coding/crab-llm-scratch against master#377656d3dd3f9c23a9c8713e163f4365a5261a84 for pr-146470-4
[INFO] running `Command { std: "git" "clone" "/workspace/cache/git-repos/https%3A%2F%2Fgithub.com%2Fpandas-coding%2Fcrab-llm-scratch" "/workspace/builds/worker-1-tc1/source", kill_on_drop: false }`
[INFO] [stderr] Cloning into '/workspace/builds/worker-1-tc1/source'...
[INFO] [stderr] done.
[INFO] started tweaking git repo https://github.com/pandas-coding/crab-llm-scratch
[INFO] finished tweaking git repo https://github.com/pandas-coding/crab-llm-scratch
[INFO] tweaked toml for git repo https://github.com/pandas-coding/crab-llm-scratch written to /workspace/builds/worker-1-tc1/source/Cargo.toml
[INFO] validating manifest of git repo https://github.com/pandas-coding/crab-llm-scratch on toolchain 377656d3dd3f9c23a9c8713e163f4365a5261a84
[INFO] running `Command { std: CARGO_HOME="/workspace/cargo-home" RUSTUP_HOME="/workspace/rustup-home" "/workspace/cargo-home/bin/cargo" "+377656d3dd3f9c23a9c8713e163f4365a5261a84" "metadata" "--manifest-path" "Cargo.toml" "--no-deps", kill_on_drop: false }`
[INFO] crate git repo https://github.com/pandas-coding/crab-llm-scratch 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" "+377656d3dd3f9c23a9c8713e163f4365a5261a84" "fetch" "--manifest-path" "Cargo.toml", kill_on_drop: false }`
[INFO] [stderr] warning: /workspace/builds/worker-1-tc1/source/Cargo.toml: unused manifest key: workspace.package.name
[INFO] [stderr]     Updating crates.io index
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[INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-1-tc1/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-1-tc1/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:845e597a41426bbf2703be69acdb67d10b6de511142d05cba7bbe119c898b2c7" "/opt/rustwide/cargo-home/bin/cargo" "+377656d3dd3f9c23a9c8713e163f4365a5261a84" "metadata" "--no-deps" "--format-version=1", kill_on_drop: false }`
[INFO] [stdout] d18e177c23f6911ae4e442b51fb50f5cee0e7361cf4811754024dccbd0a22322
[INFO] running `Command { std: "docker" "start" "-a" "d18e177c23f6911ae4e442b51fb50f5cee0e7361cf4811754024dccbd0a22322", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "inspect" "d18e177c23f6911ae4e442b51fb50f5cee0e7361cf4811754024dccbd0a22322", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "d18e177c23f6911ae4e442b51fb50f5cee0e7361cf4811754024dccbd0a22322", kill_on_drop: false }`
[INFO] [stdout] d18e177c23f6911ae4e442b51fb50f5cee0e7361cf4811754024dccbd0a22322
[INFO] running `Command { std: "docker" "create" "-v" "/var/lib/crater-agent-workspace/builds/worker-1-tc1/target:/opt/rustwide/target:rw,Z" "-v" "/var/lib/crater-agent-workspace/builds/worker-1-tc1/source:/opt/rustwide/workdir:ro,Z" "-v" "/var/lib/crater-agent-workspace/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/var/lib/crater-agent-workspace/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "CARGO_INCREMENTAL=0" "-e" "RUST_BACKTRACE=full" "-e" "RUSTFLAGS=--cap-lints=forbid" "-e" "RUSTDOCFLAGS=--cap-lints=forbid" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "1610612736" "--user" "0:0" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:845e597a41426bbf2703be69acdb67d10b6de511142d05cba7bbe119c898b2c7" "/opt/rustwide/cargo-home/bin/cargo" "+377656d3dd3f9c23a9c8713e163f4365a5261a84" "check" "--frozen" "--all" "--all-targets" "--message-format=json", kill_on_drop: false }`
[INFO] [stdout] a21b26dd2b5660cc8be2e6ce50c406492e6de4968e4700a2c71b0dcf21b10154
[INFO] running `Command { std: "docker" "start" "-a" "a21b26dd2b5660cc8be2e6ce50c406492e6de4968e4700a2c71b0dcf21b10154", kill_on_drop: false }`
[INFO] [stderr] warning: /opt/rustwide/workdir/Cargo.toml: unused manifest key: workspace.package.name
[INFO] [stderr]    Compiling serde_core v1.0.228
[INFO] [stderr]    Compiling serde v1.0.228
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[INFO] [stderr]     Checking ch02_text_processing v0.1.0 (/opt/rustwide/workdir/chapters/ch02_text_processing)
[INFO] [stderr]     Checking ch07_instruction_tuning v0.1.0 (/opt/rustwide/workdir/chapters/ch07_instruction_tuning)
[INFO] [stdout] warning: unused import: `dropout`
[INFO] [stdout]  --> chapters/ch03_attention/src/listing/list_05_multi_head_attention.rs:3:22
[INFO] [stdout]   |
[INFO] [stdout] 3 | use candle_nn::ops::{dropout, softmax};
[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 variable: `d_in`
[INFO] [stdout]   --> chapters/ch03_attention/src/listing/list_05_multi_head_attention.rs:21:29
[INFO] [stdout]    |
[INFO] [stdout] 21 |         let (b, num_tokens, d_in) = xs.dims3()?;
[INFO] [stdout]    |                             ^^^^ help: if this is intentional, prefix it with an underscore: `_d_in`
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stderr]     Checking ch04_gpt_implementation v0.1.0 (/opt/rustwide/workdir/chapters/ch04_gpt_implementation)
[INFO] [stdout] warning: unused import: `dropout`
[INFO] [stdout]  --> chapters/ch03_attention/src/listing/list_05_multi_head_attention.rs:3:22
[INFO] [stdout]   |
[INFO] [stdout] 3 | use candle_nn::ops::{dropout, softmax};
[INFO] [stdout]   |                      ^^^^^^^
[INFO] [stdout]   |
[INFO] [stdout]   = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `SPECIAL_TOKENS` is never used
[INFO] [stdout]   --> chapters/ch02_text_processing/src/listing/list_04_text_tokenizer_v2.rs:13:7
[INFO] [stdout]    |
[INFO] [stdout] 13 | const SPECIAL_TOKENS: [&str; 2] = ["<|unk|>", "<|endoftext|>"];
[INFO] [stdout]    |       ^^^^^^^^^^^^^^
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: call to `.borrow()` on a reference in this situation does nothing
[INFO] [stdout]   --> chapters/ch02_text_processing/src/listing/list_04_text_tokenizer_v2.rs:46:33
[INFO] [stdout]    |
[INFO] [stdout] 46 |                 let int_val = *v.borrow();
[INFO] [stdout]    |                                 ^^^^^^^^^ help: remove this redundant call
[INFO] [stdout]    |
[INFO] [stdout]    = note: the type `i32` does not implement `Borrow`, so calling `borrow` on `&i32` copies the reference, which does not do anything and can be removed
[INFO] [stdout]    = note: `#[warn(noop_method_call)]` on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused import: `IndexOp`
[INFO] [stdout]  --> chapters/ch04_gpt_implementation/src/listing/list_05_example_deep_neural_network.rs:2:19
[INFO] [stdout]   |
[INFO] [stdout] 2 | use candle_core::{IndexOp, Module, Tensor, TensorId, bail};
[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: `IndexOp`
[INFO] [stdout]  --> chapters/ch04_gpt_implementation/src/listing/list_05_example_deep_neural_network.rs:2:19
[INFO] [stdout]   |
[INFO] [stdout] 2 | use candle_core::{IndexOp, Module, Tensor, TensorId, bail};
[INFO] [stdout]   |                   ^^^^^^^
[INFO] [stdout]   |
[INFO] [stdout]   = note: `#[warn(unused_imports)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `SPECIAL_TOKENS` is never used
[INFO] [stdout]   --> chapters/ch02_text_processing/src/listing/list_04_text_tokenizer_v2.rs:13:7
[INFO] [stdout]    |
[INFO] [stdout] 13 | const SPECIAL_TOKENS: [&str; 2] = ["<|unk|>", "<|endoftext|>"];
[INFO] [stdout]    |       ^^^^^^^^^^^^^^
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: call to `.borrow()` on a reference in this situation does nothing
[INFO] [stdout]   --> chapters/ch02_text_processing/src/listing/list_04_text_tokenizer_v2.rs:46:33
[INFO] [stdout]    |
[INFO] [stdout] 46 |                 let int_val = *v.borrow();
[INFO] [stdout]    |                                 ^^^^^^^^^ help: remove this redundant call
[INFO] [stdout]    |
[INFO] [stdout]    = note: the type `i32` does not implement `Borrow`, so calling `borrow` on `&i32` copies the reference, which does not do anything and can be removed
[INFO] [stdout]    = note: `#[warn(noop_method_call)]` on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `d_in`
[INFO] [stdout]   --> chapters/ch03_attention/src/listing/list_05_multi_head_attention.rs:21:29
[INFO] [stdout]    |
[INFO] [stdout] 21 |         let (b, num_tokens, d_in) = xs.dims3()?;
[INFO] [stdout]    |                             ^^^^ help: if this is intentional, prefix it with an underscore: `_d_in`
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable does not need to be mutable
[INFO] [stdout]   --> chapters/ch04_gpt_implementation/src/listing/list_01_dummy_gpt_model.rs:37:13
[INFO] [stdout]    |
[INFO] [stdout] 37 |         let mut trf_blocks = seq();
[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: `trf_blocks`
[INFO] [stdout]   --> chapters/ch04_gpt_implementation/src/listing/list_01_dummy_gpt_model.rs:37:13
[INFO] [stdout]    |
[INFO] [stdout] 37 |         let mut trf_blocks = seq();
[INFO] [stdout]    |             ^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_trf_blocks`
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable does not need to be mutable
[INFO] [stdout]   --> chapters/ch04_gpt_implementation/src/listing/list_01_dummy_gpt_model.rs:37:13
[INFO] [stdout]    |
[INFO] [stdout] 37 |         let mut trf_blocks = seq();
[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: `trf_blocks`
[INFO] [stdout]   --> chapters/ch04_gpt_implementation/src/listing/list_01_dummy_gpt_model.rs:37:13
[INFO] [stdout]    |
[INFO] [stdout] 37 |         let mut trf_blocks = seq();
[INFO] [stdout]    |             ^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_trf_blocks`
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `vb`
[INFO] [stdout]    --> chapters/ch04_gpt_implementation/src/listing/list_01_dummy_gpt_model.rs:191:13
[INFO] [stdout]     |
[INFO] [stdout] 191 |         let vb = get_vb();
[INFO] [stdout]     |             ^^ help: if this is intentional, prefix it with an underscore: `_vb`
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `instruction_example` is never used
[INFO] [stdout]  --> chapters/ch07_instruction_tuning/src/test_utils.rs:3:8
[INFO] [stdout]   |
[INFO] [stdout] 3 | pub fn instruction_example() -> InstructionResponseExample {
[INFO] [stdout]   |        ^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]   |
[INFO] [stdout]   = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `another_instruction_example` is never used
[INFO] [stdout]   --> chapters/ch07_instruction_tuning/src/test_utils.rs:15:8
[INFO] [stdout]    |
[INFO] [stdout] 15 | pub fn another_instruction_example() -> InstructionResponseExample {
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `instruction_data` is never used
[INFO] [stdout]   --> chapters/ch07_instruction_tuning/src/test_utils.rs:26:8
[INFO] [stdout]    |
[INFO] [stdout] 26 | pub fn instruction_data(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stderr]     Checking ch05_pretraining v0.1.0 (/opt/rustwide/workdir/chapters/ch05_pretraining)
[INFO] [stdout] warning: methods `unset_transpose` and `set_drop_after_loading` are never used
[INFO] [stdout]    --> chapters/ch05_pretraining/src/listing/list_05_load_weights_into_gpt.rs:173:8
[INFO] [stdout]     |
[INFO] [stdout] 159 | impl HuggingFaceWeightBuilder {
[INFO] [stdout]     | ----------------------------- methods in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 173 |     fn unset_transpose(mut self) -> Self {
[INFO] [stdout]     |        ^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 183 |     fn set_drop_after_loading(mut self) -> Self {
[INFO] [stdout]     |        ^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: methods `unset_transpose` and `set_drop_after_loading` are never used
[INFO] [stdout]    --> chapters/ch05_pretraining/src/listing/list_05_load_weights_into_gpt.rs:173:8
[INFO] [stdout]     |
[INFO] [stdout] 159 | impl HuggingFaceWeightBuilder {
[INFO] [stdout]     | ----------------------------- methods in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 173 |     fn unset_transpose(mut self) -> Self {
[INFO] [stdout]     |        ^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 183 |     fn set_drop_after_loading(mut self) -> Self {
[INFO] [stdout]     |        ^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout]     |
[INFO] [stdout]     = note: `#[warn(dead_code)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stderr]     Checking polars-error v0.51.0
[INFO] [stderr]     Checking polars-dtype v0.51.0
[INFO] [stderr]     Checking polars-row v0.51.0
[INFO] [stderr]     Checking polars-parquet v0.51.0
[INFO] [stderr]     Checking polars-time v0.51.0
[INFO] [stderr]     Checking polars-io v0.51.0
[INFO] [stderr]     Checking polars-expr v0.51.0
[INFO] [stderr]     Checking polars-mem-engine v0.51.0
[INFO] [stderr]     Checking ch06_classification_tuning v0.1.0 (/opt/rustwide/workdir/chapters/ch06_classification_tuning)
[INFO] [stdout] warning: unused variable: `extracted_path`
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:28:5
[INFO] [stdout]    |
[INFO] [stdout] 28 |     extracted_path: &str,
[INFO] [stdout]    |     ^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_extracted_path`
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: unused variable: `extracted_path`
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:28:5
[INFO] [stdout]    |
[INFO] [stdout] 28 |     extracted_path: &str,
[INFO] [stdout]    |     ^^^^^^^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_extracted_path`
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(unused_variables)]` (part of `#[warn(unused)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `URL` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:6:11
[INFO] [stdout]   |
[INFO] [stdout] 6 | pub const URL: &str = "https://archive.ics.uci.edu/static/public/228/sms+spam+collection.zip";
[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 `ZIP_PATH` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:7:11
[INFO] [stdout]   |
[INFO] [stdout] 7 | pub const ZIP_PATH: &str = "data/sms_spam_collection.zip";
[INFO] [stdout]   |           ^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `EXTRACTED_PATH` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:8:11
[INFO] [stdout]   |
[INFO] [stdout] 8 | pub const EXTRACTED_PATH: &str = "sms_spam_collection";
[INFO] [stdout]   |           ^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `EXTRACTED_FILENAME` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:9:11
[INFO] [stdout]   |
[INFO] [stdout] 9 | pub const EXTRACTED_FILENAME: &str = "SMSSpamCollection";
[INFO] [stdout]   |           ^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `PARQUET_URL` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:10:11
[INFO] [stdout]    |
[INFO] [stdout] 10 | pub const PARQUET_URL: &str = "https://huggingface.co/datasets/ucirvine/sms_spam/resolve/main/plain_text/train-00000-of-00001.parque...
[INFO] [stdout]    |           ^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `PARQUET_FILENAME` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:11:11
[INFO] [stdout]    |
[INFO] [stdout] 11 | pub const PARQUET_FILENAME: &str = "train-00000-of-00001.parquet";
[INFO] [stdout]    |           ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `download_smsspam_parquet` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:14:8
[INFO] [stdout]    |
[INFO] [stdout] 14 | pub fn download_smsspam_parquet(url: &str) -> anyhow::Result<()> {
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `download_and_unzip_spam_data` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:25:8
[INFO] [stdout]    |
[INFO] [stdout] 25 | pub fn download_and_unzip_spam_data(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `unzip_file` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:50:4
[INFO] [stdout]    |
[INFO] [stdout] 50 | fn unzip_file(filename: &str) -> anyhow::Result<()> {
[INFO] [stdout]    |    ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `remove_file_if_exists` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:97:4
[INFO] [stdout]    |
[INFO] [stdout] 97 | fn remove_file_if_exists<P: AsRef<Path>>(fileName: P) -> anyhow::Result<()> {
[INFO] [stdout]    |    ^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: field `pad_token_id` is never read
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:21:5
[INFO] [stdout]    |
[INFO] [stdout] 17 | pub struct SpamDataset {
[INFO] [stdout]    |            ----------- field in this struct
[INFO] [stdout] ...
[INFO] [stdout] 21 |     pad_token_id: u32,
[INFO] [stdout]    |     ^^^^^^^^^^^^
[INFO] [stdout]    |
[INFO] [stdout]    = note: `SpamDataset` has a derived impl for the trait `Clone`, but this is intentionally ignored during dead code analysis
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: method `is_empty` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:82:12
[INFO] [stdout]    |
[INFO] [stdout] 30 | impl SpamDataset {
[INFO] [stdout]    | ---------------- method in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 82 |     pub fn is_empty(&self) -> bool {
[INFO] [stdout]    |            ^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: methods `data` and `pad_token_id` are never used
[INFO] [stdout]    --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:142:12
[INFO] [stdout]     |
[INFO] [stdout] 123 | impl<'a> SpamDatasetBuilder<'a> {
[INFO] [stdout]     | ------------------------------- methods in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 142 |     pub fn data(mut self, data: DataFrame) -> Self {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] ...
[INFO] [stdout] 152 |     pub fn pad_token_id(mut self, pad_token_id: u32) -> Self {
[INFO] [stdout]     |            ^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `HF_GPT2_MODEL_ID` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_06_download_and_load_gpt2.rs:8:11
[INFO] [stdout]   |
[INFO] [stdout] 8 | pub const HF_GPT2_MODEL_ID: &str = "openai-community/gpt2";
[INFO] [stdout]   |           ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `download_and_load_gpt2` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_06_download_and_load_gpt2.rs:11:8
[INFO] [stdout]    |
[INFO] [stdout] 11 | pub fn download_and_load_gpt2(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `calc_accuracy_loader` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_08_calc_accuracy_loader.rs:7:8
[INFO] [stdout]   |
[INFO] [stdout] 7 | pub fn calc_accuracy_loader<M>(
[INFO] [stdout]   |        ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `calc_loss_loader` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_09_calc_loss_loader.rs:6:8
[INFO] [stdout]   |
[INFO] [stdout] 6 | pub fn calc_loss_loader<M: GPT + ModuleT>(
[INFO] [stdout]   |        ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: type alias `ClassifierTrainingResult` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_10_train_classifier.rs:9:6
[INFO] [stdout]   |
[INFO] [stdout] 9 | type ClassifierTrainingResult = (Vec<f32>, Vec<f32>, Vec<f32>, Vec<f32>, usize);
[INFO] [stdout]   |      ^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `train_classifier_simple` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_10_train_classifier.rs:12:8
[INFO] [stdout]    |
[INFO] [stdout] 12 | pub fn train_classifier_simple<T: Optimizer, M: GPT + ModuleT>(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `evaluate_model` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_10_train_classifier.rs:92:8
[INFO] [stdout]    |
[INFO] [stdout] 92 | pub fn evaluate_model<M: GPT + ModuleT>(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `plot_values` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_11_plot_values.rs:6:8
[INFO] [stdout]   |
[INFO] [stdout] 6 | pub fn plot_values<P: AsRef<Path>>(
[INFO] [stdout]   |        ^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `classify_review` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_12_classify_review.rs:8:8
[INFO] [stdout]   |
[INFO] [stdout] 8 | pub fn classify_review(
[INFO] [stdout]   |        ^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable `fileName` should have a snake case name
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:97:42
[INFO] [stdout]    |
[INFO] [stdout] 97 | fn remove_file_if_exists<P: AsRef<Path>>(fileName: P) -> anyhow::Result<()> {
[INFO] [stdout]    |                                          ^^^^^^^^ help: convert the identifier to snake case: `file_name`
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(non_snake_case)]` (part of `#[warn(nonstandard_style)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `URL` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:6:11
[INFO] [stdout]   |
[INFO] [stdout] 6 | pub const URL: &str = "https://archive.ics.uci.edu/static/public/228/sms+spam+collection.zip";
[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 `ZIP_PATH` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:7:11
[INFO] [stdout]   |
[INFO] [stdout] 7 | pub const ZIP_PATH: &str = "data/sms_spam_collection.zip";
[INFO] [stdout]   |           ^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `EXTRACTED_PATH` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:8:11
[INFO] [stdout]   |
[INFO] [stdout] 8 | pub const EXTRACTED_PATH: &str = "sms_spam_collection";
[INFO] [stdout]   |           ^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `EXTRACTED_FILENAME` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:9:11
[INFO] [stdout]   |
[INFO] [stdout] 9 | pub const EXTRACTED_FILENAME: &str = "SMSSpamCollection";
[INFO] [stdout]   |           ^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `PARQUET_URL` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:10:11
[INFO] [stdout]    |
[INFO] [stdout] 10 | pub const PARQUET_URL: &str = "https://huggingface.co/datasets/ucirvine/sms_spam/resolve/main/plain_text/train-00000-of-00001.parque...
[INFO] [stdout]    |           ^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `PARQUET_FILENAME` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:11:11
[INFO] [stdout]    |
[INFO] [stdout] 11 | pub const PARQUET_FILENAME: &str = "train-00000-of-00001.parquet";
[INFO] [stdout]    |           ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `download_smsspam_parquet` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:14:8
[INFO] [stdout]    |
[INFO] [stdout] 14 | pub fn download_smsspam_parquet(url: &str) -> anyhow::Result<()> {
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `download_and_unzip_spam_data` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:25:8
[INFO] [stdout]    |
[INFO] [stdout] 25 | pub fn download_and_unzip_spam_data(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `unzip_file` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:50:4
[INFO] [stdout]    |
[INFO] [stdout] 50 | fn unzip_file(filename: &str) -> anyhow::Result<()> {
[INFO] [stdout]    |    ^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `remove_file_if_exists` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:97:4
[INFO] [stdout]    |
[INFO] [stdout] 97 | fn remove_file_if_exists<P: AsRef<Path>>(fileName: P) -> anyhow::Result<()> {
[INFO] [stdout]    |    ^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `create_balanced_dataset` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_02_create_balanced_dataset.rs:5:8
[INFO] [stdout]   |
[INFO] [stdout] 5 | pub fn create_balanced_dataset(df: DataFrame) -> anyhow::Result<DataFrame> {
[INFO] [stdout]   |        ^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `random_split` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_03_split_dataset.rs:5:8
[INFO] [stdout]   |
[INFO] [stdout] 5 | pub fn random_split(
[INFO] [stdout]   |        ^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `PAD_TOKEN_ID` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:13:11
[INFO] [stdout]    |
[INFO] [stdout] 13 | pub const PAD_TOKEN_ID: u32 = 50_256_u32;
[INFO] [stdout]    |           ^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: struct `SpamDataset` is never constructed
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:17:12
[INFO] [stdout]    |
[INFO] [stdout] 17 | pub struct SpamDataset {
[INFO] [stdout]    |            ^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `new`, `len`, `is_empty`, `max_len`, `get_item_at_index`, and `get_raw_max_len` are never used
[INFO] [stdout]    --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:32:12
[INFO] [stdout]     |
[INFO] [stdout]  30 | impl SpamDataset {
[INFO] [stdout]     | ---------------- associated items in this implementation
[INFO] [stdout]  31 |     /// Creates a new `SpamDataset`.
[INFO] [stdout]  32 |     pub fn new(
[INFO] [stdout]     |            ^^^
[INFO] [stdout] ...
[INFO] [stdout]  77 |     pub fn len(&self) -> usize {
[INFO] [stdout]     |            ^^^
[INFO] [stdout] ...
[INFO] [stdout]  82 |     pub fn is_empty(&self) -> bool {
[INFO] [stdout]     |            ^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout]  87 |     pub fn max_len(&self) -> usize {
[INFO] [stdout]     |            ^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout]  92 |     pub fn get_item_at_index(&self, index: usize) -> anyhow::Result<(&Vec<u32>, Vec<i64>)> {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 106 |     fn get_raw_max_len(encodings: &[Vec<u32>]) -> anyhow::Result<usize> {
[INFO] [stdout]     |        ^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: struct `SpamDatasetBuilder` is never constructed
[INFO] [stdout]    --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:116:12
[INFO] [stdout]     |
[INFO] [stdout] 116 | pub struct SpamDatasetBuilder<'a> {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `new`, `load_data_from_request`, `data`, `max_len`, `pad_token_id`, and `build` are never used
[INFO] [stdout]    --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:125:12
[INFO] [stdout]     |
[INFO] [stdout] 123 | impl<'a> SpamDatasetBuilder<'a> {
[INFO] [stdout]     | ------------------------------- associated items in this implementation
[INFO] [stdout] 124 |     /// Creates a new `SpamDatasetBuilder`.
[INFO] [stdout] 125 |     pub fn new(tokenizer: &'a tiktoken_rs::CoreBPE) -> Self {
[INFO] [stdout]     |            ^^^
[INFO] [stdout] ...
[INFO] [stdout] 135 |     pub fn load_data_from_request<P: AsRef<Path>>(mut self, parquet_file: P) -> Self {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 142 |     pub fn data(mut self, data: DataFrame) -> Self {
[INFO] [stdout]     |            ^^^^
[INFO] [stdout] ...
[INFO] [stdout] 147 |     pub fn max_len(mut self, max_len: usize) -> Self {
[INFO] [stdout]     |            ^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 152 |     pub fn pad_token_id(mut self, pad_token_id: u32) -> Self {
[INFO] [stdout]     |            ^^^^^^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 157 |     pub fn build(self) -> SpamDataset {
[INFO] [stdout]     |            ^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: struct `SpamDatasetIter` is never constructed
[INFO] [stdout]    --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:167:12
[INFO] [stdout]     |
[INFO] [stdout] 167 | pub struct SpamDatasetIter {
[INFO] [stdout]     |            ^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated function `new` is never used
[INFO] [stdout]    --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:212:12
[INFO] [stdout]     |
[INFO] [stdout] 191 | impl SpamDatasetIter {
[INFO] [stdout]     | -------------------- associated function in this implementation
[INFO] [stdout] ...
[INFO] [stdout] 212 |     pub fn new(dataset: SpamDataset, shuffle: bool) -> Self {
[INFO] [stdout]     |            ^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: type alias `SpamDataBatcher` is never used
[INFO] [stdout]    --> chapters/ch06_classification_tuning/src/listing/list_04_spam_dataset.rs:228:10
[INFO] [stdout]     |
[INFO] [stdout] 228 | pub type SpamDataBatcher = Batcher<IterResult2<SpamDatasetIter>>;
[INFO] [stdout]     |          ^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: struct `SpamDataLoader` is never constructed
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_05_spam_data_loader.rs:4:12
[INFO] [stdout]   |
[INFO] [stdout] 4 | pub struct SpamDataLoader {
[INFO] [stdout]   |            ^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: associated items `new`, `batcher`, `len`, and `is_empty` are never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_05_spam_data_loader.rs:13:12
[INFO] [stdout]    |
[INFO] [stdout] 11 | impl SpamDataLoader {
[INFO] [stdout]    | ------------------- associated items in this implementation
[INFO] [stdout] 12 |     /// Creates a new SpamLoader.
[INFO] [stdout] 13 |     pub fn new(dataset: SpamDataset, batch_size: usize, shuffle: bool, drop_last: bool) -> SpamDataLoader {
[INFO] [stdout]    |            ^^^
[INFO] [stdout] ...
[INFO] [stdout] 23 |     pub fn batcher(&self) -> SpamDataBatcher {
[INFO] [stdout]    |            ^^^^^^^
[INFO] [stdout] ...
[INFO] [stdout] 30 |     pub fn len(&self) -> usize {
[INFO] [stdout]    |            ^^^
[INFO] [stdout] ...
[INFO] [stdout] 49 |     pub fn is_empty(&self) -> bool {
[INFO] [stdout]    |            ^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: constant `HF_GPT2_MODEL_ID` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_06_download_and_load_gpt2.rs:8:11
[INFO] [stdout]   |
[INFO] [stdout] 8 | pub const HF_GPT2_MODEL_ID: &str = "openai-community/gpt2";
[INFO] [stdout]   |           ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `download_and_load_gpt2` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_06_download_and_load_gpt2.rs:11:8
[INFO] [stdout]    |
[INFO] [stdout] 11 | pub fn download_and_load_gpt2(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `modify_out_head_for_classification` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_07_add_classification_layer.rs:6:8
[INFO] [stdout]   |
[INFO] [stdout] 6 | pub fn modify_out_head_for_classification(
[INFO] [stdout]   |        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `calc_accuracy_loader` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_08_calc_accuracy_loader.rs:7:8
[INFO] [stdout]   |
[INFO] [stdout] 7 | pub fn calc_accuracy_loader<M>(
[INFO] [stdout]   |        ^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `calc_num_correct_batch` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_08_calc_accuracy_loader.rs:43:8
[INFO] [stdout]    |
[INFO] [stdout] 43 | pub fn calc_num_correct_batch<M: GPT + ModuleT>(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `calc_loss_loader` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_09_calc_loss_loader.rs:6:8
[INFO] [stdout]   |
[INFO] [stdout] 6 | pub fn calc_loss_loader<M: GPT + ModuleT>(
[INFO] [stdout]   |        ^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `calc_loss_batch` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_09_calc_loss_loader.rs:40:8
[INFO] [stdout]    |
[INFO] [stdout] 40 | pub fn calc_loss_batch<M: GPT + ModuleT>(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: type alias `ClassifierTrainingResult` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_10_train_classifier.rs:9:6
[INFO] [stdout]   |
[INFO] [stdout] 9 | type ClassifierTrainingResult = (Vec<f32>, Vec<f32>, Vec<f32>, Vec<f32>, usize);
[INFO] [stdout]   |      ^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `train_classifier_simple` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_10_train_classifier.rs:12:8
[INFO] [stdout]    |
[INFO] [stdout] 12 | pub fn train_classifier_simple<T: Optimizer, M: GPT + ModuleT>(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `evaluate_model` is never used
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_10_train_classifier.rs:92:8
[INFO] [stdout]    |
[INFO] [stdout] 92 | pub fn evaluate_model<M: GPT + ModuleT>(
[INFO] [stdout]    |        ^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: enum `TextClassification` is never used
[INFO] [stdout]    --> chapters/ch06_classification_tuning/src/listing/list_10_train_classifier.rs:118:10
[INFO] [stdout]     |
[INFO] [stdout] 118 | pub enum TextClassification {
[INFO] [stdout]     |          ^^^^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `plot_values` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_11_plot_values.rs:6:8
[INFO] [stdout]   |
[INFO] [stdout] 6 | pub fn plot_values<P: AsRef<Path>>(
[INFO] [stdout]   |        ^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: function `classify_review` is never used
[INFO] [stdout]  --> chapters/ch06_classification_tuning/src/listing/list_12_classify_review.rs:8:8
[INFO] [stdout]   |
[INFO] [stdout] 8 | pub fn classify_review(
[INFO] [stdout]   |        ^^^^^^^^^^^^^^^
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stdout] warning: variable `fileName` should have a snake case name
[INFO] [stdout]   --> chapters/ch06_classification_tuning/src/listing/list_01_download_dataset.rs:97:42
[INFO] [stdout]    |
[INFO] [stdout] 97 | fn remove_file_if_exists<P: AsRef<Path>>(fileName: P) -> anyhow::Result<()> {
[INFO] [stdout]    |                                          ^^^^^^^^ help: convert the identifier to snake case: `file_name`
[INFO] [stdout]    |
[INFO] [stdout]    = note: `#[warn(non_snake_case)]` (part of `#[warn(nonstandard_style)]`) on by default
[INFO] [stdout] 
[INFO] [stdout] 
[INFO] [stderr]     Finished `dev` profile [unoptimized + debuginfo] target(s) in 3m 10s
[INFO] running `Command { std: "docker" "inspect" "a21b26dd2b5660cc8be2e6ce50c406492e6de4968e4700a2c71b0dcf21b10154", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "a21b26dd2b5660cc8be2e6ce50c406492e6de4968e4700a2c71b0dcf21b10154", kill_on_drop: false }`
[INFO] [stdout] a21b26dd2b5660cc8be2e6ce50c406492e6de4968e4700a2c71b0dcf21b10154