From 9b00e052bbda4fd335531c955ae2eea20bab1c21 Mon Sep 17 00:00:00 2001
From: Alexander Camuto <alexander.camuto@st-hughs.ox.ac.uk>
Date: Sun, 28 Aug 2022 04:00:45 +0200
Subject: [PATCH 1/3] chore: remove clippy warnings

---
 .gitignore                  |    1 +
 Cargo.lock                  | 1696 +++++++++++++++++++++++++++++++++++
 src/affine1d.rs             |   25 +-
 src/cnvrl_generic.rs        |    6 +-
 src/conv2d_mnist_example.rs |   52 +-
 src/eltwise.rs              |   33 +-
 src/fieldutils.rs           |    1 -
 src/inputlayer.rs           |    7 +-
 src/mlprescale.rs           |   13 +-
 src/tensorutils.rs          |   28 +-
 10 files changed, 1753 insertions(+), 109 deletions(-)
 create mode 100644 .gitignore
 create mode 100644 Cargo.lock

diff --git a/.gitignore b/.gitignore
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index 00000000..eb5a316c
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diff --git a/src/affine1d.rs b/src/affine1d.rs
index 37a1ff38..5537406e 100644
--- a/src/affine1d.rs
+++ b/src/affine1d.rs
@@ -1,10 +1,7 @@
 use halo2_proofs::{
     arithmetic::FieldExt,
-    circuit::{layouter, AssignedCell, Layouter, Region, Value},
-    plonk::{
-        create_proof, keygen_pk, keygen_vk, verify_proof, Advice, Assigned, Circuit, Column,
-        ConstraintSystem, Constraints, Error, Expression, Selector,
-    },
+    circuit::{AssignedCell, Layouter, Region, Value},
+    plonk::{Advice, Assigned, Column, ConstraintSystem, Constraints, Expression, Selector},
     poly::Rotation,
 };
 use std::marker::PhantomData;
@@ -129,7 +126,7 @@ where
 
         // calculate value of output
         let mut output: Vec<Value<Assigned<F>>> =
-            (0..OUT).map(|i| Value::known(F::zero().into())).collect();
+            (0..OUT).map(|_| Value::known(F::zero().into())).collect();
 
         for i in 0..OUT {
             for j in 0..IN {
@@ -189,7 +186,7 @@ where
                     constraints[i].clone() + virtual_cells.query_advice(bias, Rotation(i as i32));
             }
 
-            let constraints = (0..OUT).map(|i| "c").zip(constraints);
+            let constraints = (0..OUT).map(|_| "c").zip(constraints);
             Constraints::with_selector(q, constraints)
         });
 
@@ -274,8 +271,8 @@ impl<F: FieldExt, const IN: usize, const OUT: usize> Affine1d<F, Value<Assigned<
         let weights: Vec<Vec<Value<Assigned<F>>>> =
             map2::<_, _, OUT, IN>(|i, j| Value::known(i32tofelt::<F>(weights[i][j]).into()));
 
-        let input: Vec<Value<Assigned<F>>> = (0..IN).map(|i| Value::default()).collect();
-        let output: Vec<Value<Assigned<F>>> = (0..OUT).map(|i| Value::default()).collect();
+        let input: Vec<Value<Assigned<F>>> = (0..IN).map(|_| Value::default()).collect();
+        let output: Vec<Value<Assigned<F>>> = (0..OUT).map(|_| Value::default()).collect();
 
         Affine1d {
             input,
@@ -292,7 +289,7 @@ impl<F: FieldExt, const IN: usize, const OUT: usize> Affine1d<F, Value<Assigned<
         self.input = input.clone();
 
         let mut output: Vec<Value<Assigned<F>>> =
-            (0..OUT).map(|i| Value::known(F::zero().into())).collect();
+            (0..OUT).map(|_| Value::known(F::zero().into())).collect();
 
         for i in 0..OUT {
             for j in 0..IN {
@@ -309,11 +306,3 @@ impl<F: FieldExt, const IN: usize, const OUT: usize> Affine1d<F, Value<Assigned<
         output
     }
 }
-
-#[cfg(test)]
-use halo2_proofs::{
-    poly::commitment::Params,
-    transcript::{Blake2bRead, Blake2bWrite, Challenge255},
-};
-use pasta_curves::{pallas, vesta};
-use rand::rngs::OsRng;
diff --git a/src/cnvrl_generic.rs b/src/cnvrl_generic.rs
index 1840835b..a147577b 100644
--- a/src/cnvrl_generic.rs
+++ b/src/cnvrl_generic.rs
@@ -74,7 +74,7 @@ where
         * ((IMAGE_WIDTH + 2 * PADDING - KERNEL_WIDTH) / STRIDE + 1)]:,
 {
     pub fn configure(meta: &mut ConstraintSystem<F>, advices: Vec<Column<Advice>>) -> Self {
-        let output_height = (IMAGE_HEIGHT + 2 * PADDING - KERNEL_HEIGHT) / STRIDE + 1;
+        let _output_height = (IMAGE_HEIGHT + 2 * PADDING - KERNEL_HEIGHT) / STRIDE + 1;
         let output_width = (IMAGE_WIDTH + 2 * PADDING - KERNEL_WIDTH) / STRIDE + 1;
 
         for advice in advices.iter() {
@@ -408,7 +408,7 @@ mod tests {
             config: Self::Config,
             mut layouter: impl Layouter<F>,
         ) -> Result<(), Error> {
-            let output = config.assign(&mut layouter, self.image, self.kernels)?;
+            let _output = config.assign(&mut layouter, self.image, self.kernels)?;
             Ok(())
         }
     }
@@ -416,7 +416,7 @@ mod tests {
     #[test]
     fn test_cnvrl() {
         //        use halo2_proofs::pasta::pallas;
-        use halo2curves::pasta::{pallas, vesta};
+        use halo2curves::pasta::{pallas};
 
         const KERNEL_HEIGHT: usize = 3;
         const KERNEL_WIDTH: usize = 3;
diff --git a/src/conv2d_mnist_example.rs b/src/conv2d_mnist_example.rs
index 99721fd4..bc091a17 100644
--- a/src/conv2d_mnist_example.rs
+++ b/src/conv2d_mnist_example.rs
@@ -1,39 +1,21 @@
-use halo2_proofs::{
-    poly::{
-        commitment::ParamsProver,
-        ipa::{
-            commitment::{IPACommitmentScheme, ParamsIPA},
-            multiopen::ProverIPA,
-            strategy::SingleStrategy,
-        },
-        VerificationStrategy,
-    },
-    transcript::{TranscriptReadBuffer, TranscriptWriterBuffer},
-};
-
 use halo2_proofs::{
     arithmetic::FieldExt,
     circuit::{Layouter, SimpleFloorPlanner, Value},
-    plonk::{
-        create_proof, keygen_pk, keygen_vk, verify_proof, Advice, Assigned, Circuit, Column,
-        ConstraintSystem, Error, Instance,
-    },
-    poly::{commitment::Params, Rotation},
-    transcript::{Blake2bRead, Blake2bWrite, Challenge255},
+    plonk::{Circuit, Column, ConstraintSystem, Error, Instance},
 };
-use halo2curves::pasta::{pallas, vesta};
+
 //use pasta_curves::{pallas, vesta};
 // use rand::rngs::OsRng;
 // use std::marker::PhantomData;
 
-use crate::fieldutils::{felt_to_i32, i32tofelt};
+use crate::fieldutils::felt_to_i32;
 //use crate::tensorutils::{dot3, flatten3, flatten4, map2, map3, map3r, map4, map4r};
 
 use std::cmp::max;
 
-use crate::affine1d::{Affine1d, Affine1dConfig};
+use crate::affine1d::Affine1dConfig;
 use crate::cnvrl_generic;
-use crate::eltwise::{DivideBy, Nonlin1d, NonlinConfig1d, ReLu};
+use crate::eltwise::{DivideBy, NonlinConfig1d, ReLu};
 
 #[derive(Clone)]
 struct MyConfig<
@@ -179,7 +161,7 @@ where
     // Here we wire together the layers by using the output advice in each layer as input advice in the next (not with copying / equality).
     // This can be automated but we will sometimes want skip connections, etc. so we need the flexibility.
     fn configure(cs: &mut ConstraintSystem<F>) -> Self::Config {
-        let output_height = (IMAGE_HEIGHT + 2 * PADDING - KERNEL_HEIGHT) / STRIDE + 1;
+        let _output_height = (IMAGE_HEIGHT + 2 * PADDING - KERNEL_HEIGHT) / STRIDE + 1;
         let output_width = (IMAGE_WIDTH + 2 * PADDING - KERNEL_WIDTH) / STRIDE + 1;
 
         // (IMAGE_HEIGHT + 2 * PADDING - KERNEL_HEIGHT) / STRIDE + 1 },
@@ -295,13 +277,13 @@ where
 #[cfg(test)]
 mod tests {
     use super::*;
-    use crate::fieldutils::felt_to_i32;
+
+    use crate::fieldutils::i32tofelt;
     use halo2_proofs::{
-        arithmetic::{Field, FieldExt},
-        dev::{FailureLocation, MockProver, VerifyFailure},
-        //        pasta::Fp as F,
-        plonk::{Any, Circuit},
+        plonk::{create_proof, keygen_pk, keygen_vk, verify_proof, Circuit},
+        transcript::{Blake2bRead, Blake2bWrite, Challenge255},
     };
+    use halo2curves::pasta::vesta;
 
     use halo2_proofs::{
         poly::{
@@ -318,16 +300,16 @@ mod tests {
 
     use halo2curves::pasta::Fp as F;
     //     use nalgebra;
-    use crate::cnvrl_generic::matrix;
+
     use crate::fieldutils;
     use crate::moreparams;
     use crate::tensorutils::map4;
-    use halo2curves::pasta::pallas;
+
     use mnist::*;
     use ndarray::prelude::*;
-    use rand::prelude::*;
+    // use rand::prelude::*;
     use rand::rngs::OsRng;
-    use std::time::{Duration, Instant};
+    use std::time::Instant;
 
     const K: u32 = 17;
 
@@ -353,8 +335,8 @@ mod tests {
         let Mnist {
             trn_img,
             trn_lbl,
-            tst_img,
-            tst_lbl,
+            tst_img: _,
+            tst_lbl: _,
             ..
         } = MnistBuilder::new()
             .label_format_digit()
diff --git a/src/eltwise.rs b/src/eltwise.rs
index 65f1f983..43ce8ccb 100644
--- a/src/eltwise.rs
+++ b/src/eltwise.rs
@@ -1,18 +1,13 @@
 use halo2_proofs::{
     arithmetic::FieldExt,
     circuit::{AssignedCell, Layouter, Region, SimpleFloorPlanner, Value},
-    plonk::{
-        create_proof, keygen_pk, keygen_vk, verify_proof, Advice, Assigned, Circuit, Column,
-        ConstraintSystem, Constraints, Error, Expression, Instance, Selector, TableColumn,
-    },
-    poly::{commitment::Params, Rotation},
-    transcript::{Blake2bRead, Blake2bWrite, Challenge255},
+    plonk::{Advice, Assigned, Circuit, Column, ConstraintSystem, Error, Selector, TableColumn},
+    poly::Rotation,
 };
-use halo2curves::pasta::{pallas, vesta};
-use std::{fmt::format, marker::PhantomData};
+
+use std::marker::PhantomData;
 
 use crate::fieldutils::{self, felt_to_i32, i32tofelt};
-use crate::tensorutils::flatten3;
 
 pub trait Nonlinearity<F: FieldExt> {
     fn nonlinearity(x: i32) -> F;
@@ -36,7 +31,7 @@ impl<F: FieldExt, Inner, const LEN: usize, NL: Nonlinearity<F>> Nonlin1d<F, Inne
         }
     }
     pub fn without_witnesses() -> Nonlin1d<F, Value<Assigned<F>>, LEN, NL> {
-        Nonlin1d::<F, Value<Assigned<F>>, LEN, NL>::fill(|i| Value::default())
+        Nonlin1d::<F, Value<Assigned<F>>, LEN, NL>::fill(|_| Value::default())
     }
 }
 
@@ -259,11 +254,6 @@ impl<
 
     fn without_witnesses(&self) -> Self {
         self.clone()
-        // let assigned = Nonlin1d::<F, Value<Assigned<F>>, LEN, NL>::fill(|i| Value::default());
-        // Self {
-        //     assigned,
-        //     _marker: PhantomData,
-        // }
     }
 
     fn configure(cs: &mut ConstraintSystem<F>) -> Self::Config {
@@ -334,15 +324,10 @@ impl<F: FieldExt, const D: usize> Nonlinearity<F> for DivideBy<F, D> {
 #[cfg(test)]
 mod tests {
     use super::*;
-    use halo2_proofs::{
-        dev::{FailureLocation, MockProver, VerifyFailure},
-        plonk::{Any, Circuit},
-    };
+    use crate::tensorutils::flatten3;
+    use halo2_proofs::dev::MockProver;
     use halo2curves::pasta::Fp as F;
 
-    //     use nalgebra;
-    use std::time::{Duration, Instant};
-
     #[test]
     fn test_eltrelunl() {
         let k = 9; //2^k rows
@@ -368,7 +353,7 @@ mod tests {
     #[test]
     fn test_eltsigmoid() {
         for i in -127..127 {
-            let r = <Sigmoid<F, 128, 128> as Nonlinearity<F>>::nonlinearity(i);
+            let _r = <Sigmoid<F, 128, 128> as Nonlinearity<F>>::nonlinearity(i);
             //            println!("{i}, {:?}", r);
         }
     }
@@ -376,7 +361,7 @@ mod tests {
     #[test]
     fn test_eltdivide() {
         for i in -127..127 {
-            let r = <DivideBy<F, 32> as Nonlinearity<F>>::nonlinearity(i);
+            let _r = <DivideBy<F, 32> as Nonlinearity<F>>::nonlinearity(i);
             //            println!("{i}, {:?}", r);
         }
     }
diff --git a/src/fieldutils.rs b/src/fieldutils.rs
index 147e095d..475f9d0a 100644
--- a/src/fieldutils.rs
+++ b/src/fieldutils.rs
@@ -26,7 +26,6 @@ pub fn felt_to_i32<F: FieldExt>(x: F) -> i32 {
 
 mod test {
     use super::*;
-    //    use halo2_proofs::pasta::Fp as F;
     use halo2curves::pasta::Fp as F;
 
     #[test]
diff --git a/src/inputlayer.rs b/src/inputlayer.rs
index 822ec9ee..e08d4f85 100644
--- a/src/inputlayer.rs
+++ b/src/inputlayer.rs
@@ -1,11 +1,10 @@
 use halo2_proofs::{
     arithmetic::FieldExt,
-    circuit::{layouter, AssignedCell, Layouter, Region, Value},
+    circuit::{AssignedCell, Layouter, Value},
     plonk::{
-        create_proof, keygen_pk, keygen_vk, verify_proof, Advice, Assigned, Circuit, Column,
-        ConstraintSystem, Constraints, Error, Expression, Selector,
+        Advice, Assigned, Column,
+        ConstraintSystem, Selector,
     },
-    poly::Rotation,
 };
 use std::marker::PhantomData;
 
diff --git a/src/mlprescale.rs b/src/mlprescale.rs
index 31b7073d..eb5ae2f1 100644
--- a/src/mlprescale.rs
+++ b/src/mlprescale.rs
@@ -1,9 +1,8 @@
 use halo2_proofs::{
     arithmetic::FieldExt,
-    circuit::{AssignedCell, Layouter, SimpleFloorPlanner, Value},
+    circuit::{Layouter, SimpleFloorPlanner},
     plonk::{
         //create_proof, keygen_pk, keygen_vk, verify_proof, Advice,
-        Assigned,
         Circuit,
         Column,
         ConstraintSystem,
@@ -16,7 +15,7 @@ use halo2_proofs::{
 //use pasta_curves::{pallas, vesta};
 // use rand::rngs::OsRng;
 // use std::marker::PhantomData;
-use crate::fieldutils::i32tofelt;
+
 use std::marker::PhantomData;
 //use crate::tensorutils::{dot3, flatten3, flatten4, map2, map3, map3r, map4, map4r};
 
@@ -154,11 +153,11 @@ where
 #[cfg(test)]
 mod tests {
     use super::*;
-    use crate::fieldutils::felt_to_i32;
-    use halo2_proofs::dev::{FailureLocation, MockProver, VerifyFailure};
+
+    use crate::fieldutils::i32tofelt;
+    use halo2_proofs::dev::MockProver;
     use halo2curves::pasta::Fp as F;
-    // use rand::prelude::*;
-    // use std::time::{Duration, Instant};
+    
 
     #[test]
     fn test_rescale() {
diff --git a/src/tensorutils.rs b/src/tensorutils.rs
index 486dd840..04d63ee3 100644
--- a/src/tensorutils.rs
+++ b/src/tensorutils.rs
@@ -120,32 +120,26 @@ pub fn flatten4<T>(nested: Vec<Vec<Vec<Vec<T>>>>) -> Vec<T> {
 }
 
 pub fn dot3<F: FieldExt>(
-    a: &Vec<Vec<Vec<Expression<F>>>>,
-    b: &Vec<Vec<Vec<Expression<F>>>>,
+    a: &[Vec<Vec<Expression<F>>>],
+    b: &[Vec<Vec<Expression<F>>>],
 ) -> Expression<F> {
-    let aflat = a.into_iter().flatten().flatten(); //flatten3(a);
-    let bflat = b.into_iter().flatten().flatten();
-    let result = aflat
+    let aflat = a.iter().flatten().flatten(); //flatten3(a);
+    let bflat = b.iter().flatten().flatten();
+    aflat
         .zip(bflat)
         .map(|(x, y)| x.clone() * y.clone())
-        .fold(Expression::Constant(F::zero()), |sum, next| {
-            sum.clone() + next.clone()
-        });
-    result
+        .fold(Expression::Constant(F::zero()), |sum, next| sum + next)
 }
 
-pub fn dot3u(a: &Vec<Vec<Vec<u64>>>, b: &Vec<Vec<Vec<u64>>>) -> u64 {
-    let aflat = a.into_iter().flatten().flatten(); //flatten3(a);
-    let bflat = b.into_iter().flatten().flatten();
-    let result = aflat
-        .zip(bflat)
-        .map(|(x, y)| x.clone() * y.clone())
-        .fold(0u64, |sum, next| sum.clone() + next.clone());
-    result
+pub fn dot3u(a: &[Vec<Vec<u64>>], b: &[Vec<Vec<u64>>]) -> u64 {
+    let aflat = a.iter().flatten().flatten(); //flatten3(a);
+    let bflat = b.iter().flatten().flatten();
+    aflat.zip(bflat).map(|(x, y)| x.clone() * y.clone()).sum()
 }
 
 mod test {
     use super::*;
+
     #[test]
     fn indices4() {
         let t: Vec<Vec<Vec<Vec<(usize, usize, usize, usize)>>>> =

From 2a8b2d121e026bb257a510c941d6e205575e0e31 Mon Sep 17 00:00:00 2001
From: Alexander Camuto <alexander.camuto@st-hughs.ox.ac.uk>
Date: Sun, 28 Aug 2022 17:02:12 +0200
Subject: [PATCH 2/3] chore: added cargo lock to ignore as a library not an app

---
 .gitignore |    2 +
 Cargo.lock | 1696 ----------------------------------------------------
 2 files changed, 2 insertions(+), 1696 deletions(-)
 delete mode 100644 Cargo.lock

diff --git a/.gitignore b/.gitignore
index eb5a316c..16411f16 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,3 @@
 target
+Cargo.lock
+data
diff --git a/Cargo.lock b/Cargo.lock
deleted file mode 100644
index f6f82c90..00000000
--- a/Cargo.lock
+++ /dev/null
@@ -1,1696 +0,0 @@
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From 898f0dbde32900dad025b891960667c95fdcc9ac Mon Sep 17 00:00:00 2001
From: Alexander Camuto <alexander.camuto@st-hughs.ox.ac.uk>
Date: Sun, 28 Aug 2022 17:09:11 +0200
Subject: [PATCH 3/3] Update README.md

---
 README.md | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 3b4a4365..071a043d 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# Halo2 Deep Learning 
+# Halo2 Deep Learning
 
 [![Test](https://github.com/jasonmorton/halo2deeplearning/workflows/Rust/badge.svg)](https://github.com/jasonmorton/halo2deeplearning/actions?query=workflow%3ARust)
 
@@ -14,3 +14,8 @@ The MNIST inference example (`test_prove_mnist_inference`) is by default ignored
 cargo test --release -- --ignored --nocapture
 ```
 or ``--include-ignored` to run together with the rest.
+
+Note that the library requires a nightly version of the rust toolchain. You can change the default toolchain by running:
+```bash
+rustup override set nightly         
+```