From e2f23d785232123dffd34459e2e2f3cd80c65dd7 Mon Sep 17 00:00:00 2001
From: dante <45801863+alexander-camuto@users.noreply.github.com>
Date: Fri, 23 Dec 2022 07:04:53 -0500
Subject: [PATCH] fix: kzg verification with EVM (#83)

---
 .github/workflows/rust.yml    |   27 +-
 .gitignore                    |    1 -
 Cargo.lock                    | 6022 +++++++++++++++++++++++++++++++++
 Cargo.toml                    |   17 +-
 README.md                     |    4 +-
 examples/conv2d_mnist/main.rs |   10 +-
 src/bin/ezkl.rs               |   13 +-
 src/circuit/eltwise.rs        |    9 +-
 src/graph/utilities.rs        |    2 +-
 src/lib.rs                    |    1 +
 src/pfsys/aggregation.rs      |   39 +-
 tests/integration_tests.rs    |   61 +-
 12 files changed, 6136 insertions(+), 70 deletions(-)
 create mode 100644 Cargo.lock

diff --git a/.github/workflows/rust.yml b/.github/workflows/rust.yml
index eea63e505..b99a54600 100644
--- a/.github/workflows/rust.yml
+++ b/.github/workflows/rust.yml
@@ -54,11 +54,11 @@ jobs:
           components: rustfmt, clippy 
 
     - name: Mock proving tests (public outputs)
-      run: cargo test --release --verbose tests::mock_public_outputs_ 
+      run: cargo test --release --verbose tests::mock_public_outputs_ -- --test-threads 16
     - name: Mock proving tests (public inputs)
-      run: cargo test --release --verbose tests::mock_public_inputs_ 
+      run: cargo test --release --verbose tests::mock_public_inputs_ -- --test-threads 16
     - name: Mock proving tests (public params)
-      run: cargo test --release --verbose tests::mock_public_params_ 
+      run: cargo test --release --verbose tests::mock_public_params_ -- --test-threads 16
   
   full-proving-tests:
 
@@ -77,7 +77,26 @@ jobs:
       run: cargo test --release --verbose tests::ipa_fullprove_ -- --test-threads 1
     - name: KZG full-prove tests
       run: cargo test --release --verbose tests::kzg_fullprove_ -- --test-threads 1
-  
+
+  full-proving-evm-tests:
+
+    runs-on: self-hosted
+    timeout-minutes: 480
+    steps:
+    - uses: actions/checkout@v3
+      with:
+          submodules: recursive
+    - uses: actions-rs/toolchain@v1
+      with:
+          toolchain: nightly
+          override: true
+          components: rustfmt, clippy
+
+    - name: Install solc
+      run: (hash svm 2>/dev/null || cargo install svm-rs) && svm install 0.8.17 && solc --version
+    - name: KZG full-prove tests (EVM)
+      run: cargo test --release --verbose tests_evm::kzg_evm_fullprove_ -- --test-threads 1
+
   prove-and-verify-tests:
 
     runs-on: self-hosted
diff --git a/.gitignore b/.gitignore
index 3e58434eb..f578af220 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,4 @@
 target
-Cargo.lock
 data
 *.pf
 *.vk
diff --git a/Cargo.lock b/Cargo.lock
new file mode 100644
index 000000000..dd0c21132
--- /dev/null
+++ b/Cargo.lock
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diff --git a/Cargo.toml b/Cargo.toml
index 7332d8254..8aa4cb9c8 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -10,8 +10,6 @@ halo2_proofs = { git = "https://github.com/privacy-scaling-explorations/halo2",
 halo2curves = { git = 'https://github.com/privacy-scaling-explorations/halo2curves', tag = "0.3.0" }
 # nalgebra = "0.31"
 rand = "0.8"
-mnist = "0.5"
-ndarray = "0.15"
 itertools = "0.10.3"
 tensorflow = {version = "0.18.0", features = ["eager"], optional = true }
 plotters = { version = "0.3.0", optional = true }
@@ -21,18 +19,19 @@ clap = { version = "4.0.7", features = ["derive"] }
 serde = { version = "1.0.126", features = ["derive"], optional = true  }
 serde_json = { version = "1.0.64", optional = true }
 log = { version = "0.4.17", optional = true }
-colog = { version = "1.1.0", optional = true }
 tabled = { version = "0.9.0", optional = true}
 # evm related deps
-hashbrown = "0.13"
-ethereum_types = { package = "ethereum-types", version = "0.14", default-features = false, features = ["std"], optional=true}
-foundry_evm = { git = "https://github.com/foundry-rs/foundry", package = "foundry-evm", rev = "b28119b56d7dd18c268a471167a0c547c301c13e", optional=true }
-halo2_wrong_ecc = { git = "https://github.com/privacy-scaling-explorations/halo2wrong", tag = "v2022_10_22", package = "ecc"}
-plonk_verifier = {  git = "https://github.com/privacy-scaling-explorations/plonk-verifier.git", tag = "v2022_10_22"}
+ethereum_types = { package = "ethereum-types", version = "0.14.1", default-features = false, features = ["std"], optional=true}
+foundry_evm = { git = "https://github.com/foundry-rs/foundry", package = "foundry-evm", rev = "4f21719", optional=true }
+halo2_wrong_ecc = { git = "https://github.com/zkonduit/halo2wrong", package = "ecc", branch = "master", optional=true}
+plonk_verifier = { git = "https://github.com/zkonduit/plonk-verifier", branch = "main"}
+colog = { version = "1.1.0", optional = true }
 
 
 [dev-dependencies]
 criterion = {version = "0.3",  features = ["html_reports"]}
+lazy_static = "1.4.0"
+mnist = "0.5"
 seq-macro = "0.3.1"
 test-case = "2.2.2"
 ctor = "0.1.26"
@@ -65,4 +64,4 @@ dev-graph = ["halo2_proofs/dev-graph", "plotters"]
 tensorflow = ["dep:tensorflow"]
 onnx = ["dep:tract-onnx"]
 ezkl = ["onnx", "serde", "serde_json", "log", "colog", "tabled"]
-evm = ["ethereum_types", "foundry_evm"]
+evm = ["ethereum_types", "foundry_evm", "halo2_wrong_ecc"]
diff --git a/README.md b/README.md
index 0c855c211..a014412fa 100644
--- a/README.md
+++ b/README.md
@@ -150,7 +150,9 @@ cargo run --release --bin ezkl -- table -M ./examples/onnx_models/ff.onnx
 ```
 ### verifying with the EVM ◊
 
-Note that `fullprove` can also be run with an EVM verifier. In this case we use KZG commitments, rather than the default IPA commitments, and we need to pass the `evm` feature flag to conditionally compile the requisite [foundry_evm](https://github.com/foundry-rs/foundry) dependencies. Using `foundry_evm` we spin up a local EVM executor and verify the generated proof. In future releases we'll create a simple pipeline for deploying to EVM based networks.
+Note that `fullprove` can also be run with an EVM verifier. In this case we use KZG commitments, rather than the default IPA commitments, and we need to pass the `evm` feature flag to conditionally compile the requisite [foundry_evm](https://github.com/foundry-rs/foundry) dependencies. Using `foundry_evm` we spin up a local EVM executor and verify the generated proof. In future releases we'll create a simple pipeline for deploying to EVM based networks. Also note that this requires a local [solc](https://docs.soliditylang.org/en/v0.8.17/installing-solidity.html) installation. 
+
+
 Example:
 
 ```bash
diff --git a/examples/conv2d_mnist/main.rs b/examples/conv2d_mnist/main.rs
index 1fb8056f3..f034a95fd 100644
--- a/examples/conv2d_mnist/main.rs
+++ b/examples/conv2d_mnist/main.rs
@@ -163,8 +163,14 @@ where
             512,
         );
 
-        let bias =
-            VarTensor::new_advice(cs, K, max(OUT_CHANNELS, CLASSES), vec![OUT_CHANNELS], true, 512);
+        let bias = VarTensor::new_advice(
+            cs,
+            K,
+            max(OUT_CHANNELS, CLASSES),
+            vec![OUT_CHANNELS],
+            true,
+            512,
+        );
         let output = VarTensor::new_advice(
             cs,
             K,
diff --git a/src/bin/ezkl.rs b/src/bin/ezkl.rs
index 074c7bc1a..5224c265d 100644
--- a/src/bin/ezkl.rs
+++ b/src/bin/ezkl.rs
@@ -4,12 +4,11 @@ use ezkl::commands::{Cli, Commands, ProofSystem};
 use ezkl::fieldutils::i32_to_felt;
 use ezkl::graph::Model;
 #[cfg(feature = "evm")]
-use ezkl::pfsys::kzg::aggregation::{
-    aggregation::AggregationCircuit, evm_verify, gen_aggregation_evm_verifier,
-    gen_application_snark, gen_kzg_proof, gen_pk, gen_srs,
+use ezkl::pfsys::aggregation::{
+    evm_verify, gen_aggregation_evm_verifier, gen_application_snark, gen_kzg_proof, gen_pk,
+    gen_srs, AggregationCircuit,
 };
 use ezkl::pfsys::{create_keys, load_params, load_vk, Proof};
-#[cfg(not(feature = "evm"))]
 use ezkl::pfsys::{
     create_proof_model, parse_prover_errors, prepare_circuit_and_public_input, prepare_data,
     save_params, save_vk, verify_proof_model,
@@ -20,7 +19,6 @@ use halo2_proofs::poly::ipa::commitment::IPACommitmentScheme;
 use halo2_proofs::poly::ipa::multiopen::ProverIPA;
 use halo2_proofs::poly::kzg::commitment::KZGCommitmentScheme;
 use halo2_proofs::poly::kzg::multiopen::ProverGWC;
-#[cfg(not(feature = "evm"))]
 use halo2_proofs::poly::kzg::{
     commitment::ParamsKZG, multiopen::VerifierGWC, strategy::SingleStrategy as KZGSingleStrategy,
 };
@@ -32,6 +30,8 @@ use halo2_proofs::{
         VerificationStrategy,
     },
 };
+#[cfg(feature = "evm")]
+use halo2curves::bn256::G1Affine;
 use halo2curves::bn256::{Bn256, Fr};
 use halo2curves::pasta::vesta;
 use halo2curves::pasta::Fp;
@@ -39,6 +39,8 @@ use log::{error, info, trace};
 #[cfg(feature = "evm")]
 use plonk_verifier::system::halo2::transcript::evm::EvmTranscript;
 use rand::seq::SliceRandom;
+#[cfg(feature = "evm")]
+use std::time::Instant;
 use tabled::Table;
 
 pub fn main() {
@@ -137,7 +139,6 @@ pub fn main() {
                 ProofSystem::KZG => {
                     // We will need aggregator k > application k > bits
                     //		    let application_logrows = args.logrows; //bits + 1;
-                    let (circuit, public_inputs) = prepare_circuit_and_public_input(&data);
                     let aggregation_logrows = args.logrows + 6;
 
                     let params = gen_srs(aggregation_logrows);
diff --git a/src/circuit/eltwise.rs b/src/circuit/eltwise.rs
index c31fcede4..52b954b33 100644
--- a/src/circuit/eltwise.rs
+++ b/src/circuit/eltwise.rs
@@ -272,8 +272,7 @@ impl<F: FieldExt> Nonlinearity<F> for ReLu<F> {
         } else {
             let d_inv_x = (x as f32) / (scale[0] as f32);
             let rounded = d_inv_x.round();
-            let integral: i32 = unsafe { rounded.to_int_unchecked() };
-            i32_to_felt(integral)
+            i32_to_felt(rounded as i32)
         }
     }
 }
@@ -289,8 +288,7 @@ impl<F: FieldExt> Nonlinearity<F> for Sigmoid<F> {
         let kix = (x as f32) / (scale[0] as f32);
         let fout = (scale[1] as f32) / (1.0 + (-kix).exp());
         let rounded = fout.round();
-        let xi: i32 = unsafe { rounded.to_int_unchecked() };
-        fieldutils::i32_to_felt(xi)
+        fieldutils::i32_to_felt(rounded as i32)
     }
 }
 
@@ -302,8 +300,7 @@ impl<F: FieldExt> Nonlinearity<F> for DivideBy<F> {
     fn nonlinearity(x: i32, scale: &[usize]) -> F {
         let d_inv_x = (x as f32) / (scale[0] as f32);
         let rounded = d_inv_x.round();
-        let integral: i32 = unsafe { rounded.to_int_unchecked() };
-        fieldutils::i32_to_felt(integral)
+        fieldutils::i32_to_felt(rounded as i32)
     }
 }
 
diff --git a/src/graph/utilities.rs b/src/graph/utilities.rs
index d206fad39..01b168e47 100644
--- a/src/graph/utilities.rs
+++ b/src/graph/utilities.rs
@@ -13,7 +13,7 @@ pub fn vector_to_quantized(
     let mult = scale_to_multiplier(scale);
     let scaled: Vec<i32> = vec
         .iter()
-        .map(|e| unsafe { (mult * e + shift).round().to_int_unchecked::<i32>() })
+        .map(|e| (mult * e + shift).round() as i32)
         .collect();
     Tensor::new(Some(&scaled), dims)
 }
diff --git a/src/lib.rs b/src/lib.rs
index 4d6355dda..ac6c92634 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,3 +1,4 @@
+#![deny(warnings, unsafe_code)]
 #![feature(slice_flatten)]
 
 /// Methods for configuring tensor operations and assigning values to them in a Halo2 circuit.
diff --git a/src/pfsys/aggregation.rs b/src/pfsys/aggregation.rs
index 6133c27f2..b57ad6ee2 100644
--- a/src/pfsys/aggregation.rs
+++ b/src/pfsys/aggregation.rs
@@ -1,11 +1,8 @@
-use super::super::prepare_circuit_and_public_input;
-use super::super::ModelInput;
+use super::prepare_circuit_and_public_input;
+use super::ModelInput;
 use crate::fieldutils::i32_to_felt;
-#[cfg(feature = "evm")]
 use ethereum_types::Address;
-#[cfg(feature = "evm")]
 use foundry_evm::executor::{fork::MultiFork, Backend, ExecutorBuilder};
-#[cfg(feature = "evm")]
 use halo2_proofs::plonk::VerifyingKey;
 use halo2_proofs::{
     circuit::{Layouter, SimpleFloorPlanner, Value},
@@ -33,16 +30,12 @@ use halo2_wrong_ecc::{
     },
     EccConfig,
 };
-#[cfg(feature = "evm")]
-use halo2curves::bn256::Fq;
 use halo2curves::bn256::{Bn256, Fq, Fr, G1Affine};
 use itertools::Itertools;
 use log::trace;
-#[cfg(feature = "evm")]
 use plonk_verifier::{
-    loader::evm::{encode_calldata, EvmLoader},
+    loader::evm::{self, encode_calldata, EvmLoader},
     system::halo2::transcript::evm::EvmTranscript,
-    verifier::PlonkVerifier,
 };
 use plonk_verifier::{
     loader::native::NativeLoader,
@@ -61,8 +54,6 @@ use plonk_verifier::{
 };
 use rand::rngs::OsRng;
 use std::io::Cursor;
-#[cfg(feature = "evm")]
-use std::rc::Rc;
 use std::{iter, rc::Rc};
 
 const LIMBS: usize = 4;
@@ -159,22 +150,22 @@ pub fn aggregate<'a>(
     let accumulators = snarks
         .iter()
         .flat_map(|snark| {
+            let protocol = snark.protocol.loaded(loader);
             let instances = assign_instances(&snark.instances);
             let mut transcript =
                 PoseidonTranscript::<Rc<Halo2Loader>, _>::new(loader, snark.proof());
-            let proof =
-                Plonk::read_proof(svk, &snark.protocol, &instances, &mut transcript).unwrap();
-            Plonk::succinct_verify(svk, &snark.protocol, &instances, &proof).unwrap()
+            let proof = Plonk::read_proof(svk, &protocol, &instances, &mut transcript).unwrap();
+            Plonk::succinct_verify(svk, &protocol, &instances, &proof).unwrap()
         })
         .collect_vec();
 
-    let acccumulator = {
+    let accumulator = {
         let mut transcript = PoseidonTranscript::<Rc<Halo2Loader>, _>::new(loader, as_proof);
         let proof = As::read_proof(&Default::default(), &accumulators, &mut transcript).unwrap();
         As::verify(&Default::default(), &accumulators, &proof).unwrap()
     };
 
-    acccumulator
+    accumulator
 }
 
 #[derive(Clone)]
@@ -324,7 +315,10 @@ impl Circuit<Fr> for AggregationCircuit {
                 let KzgAccumulator { lhs, rhs } =
                     aggregate(&self.svk, &loader, &self.snarks, self.as_proof());
 
-                Ok((lhs.assigned(), rhs.assigned()))
+                let lhs = lhs.assigned().clone();
+                let rhs = rhs.assigned().clone();
+
+                Ok((lhs, rhs))
             },
         )?;
 
@@ -368,7 +362,6 @@ pub fn gen_application_snark(params: &ParamsKZG<Bn256>, data: &ModelInput) -> Sn
     Snark::new(protocol, pi_inner, proof)
 }
 
-#[cfg(feature = "evm")]
 pub fn gen_aggregation_evm_verifier(
     params: &ParamsKZG<Bn256>,
     vk: &VerifyingKey<G1Affine>,
@@ -382,20 +375,20 @@ pub fn gen_aggregation_evm_verifier(
         vk,
         Config::kzg()
             .with_num_instance(num_instance.clone())
-            .with_accumulator_indices(accumulator_indices),
+            .with_accumulator_indices(Some(accumulator_indices)),
     );
 
     let loader = EvmLoader::new::<Fq, Fr>();
-    let mut transcript = EvmTranscript::<_, Rc<EvmLoader>, _, _>::new(loader.clone());
+    let protocol = protocol.loaded(&loader);
+    let mut transcript = EvmTranscript::<_, Rc<EvmLoader>, _, _>::new(&loader.clone());
 
     let instances = transcript.load_instances(num_instance);
     let proof = Plonk::read_proof(&svk, &protocol, &instances, &mut transcript).unwrap();
     Plonk::verify(&svk, &dk, &protocol, &instances, &proof).unwrap();
 
-    loader.deployment_code()
+    evm::compile_yul(&loader.yul_code())
 }
 
-#[cfg(feature = "evm")]
 pub fn evm_verify(deployment_code: Vec<u8>, instances: Vec<Vec<Fr>>, proof: Vec<u8>) {
     let calldata = encode_calldata(&instances, &proof);
     let success = {
diff --git a/tests/integration_tests.rs b/tests/integration_tests.rs
index cfde190f9..f0fa09e91 100644
--- a/tests/integration_tests.rs
+++ b/tests/integration_tests.rs
@@ -1,16 +1,22 @@
+use lazy_static::lazy_static;
+use std::env::var;
 use std::process::Command;
 
+lazy_static! {
+    static ref CARGO_TARGET_DIR: String = var("CARGO_TARGET_DIR").unwrap_or("./target".to_string());
+}
+
 #[cfg(test)]
 #[ctor::ctor]
 fn init() {
+    println!("using cargo target dir: {}", *CARGO_TARGET_DIR);
     build_ezkl();
 }
 
-const TESTS: [&str; 12] = [
+const TESTS: [&str; 11] = [
     "1l_mlp",
     "1l_flatten",
     "1l_average",
-    "2l_relu_sigmoid",
     "1l_reshape",
     "1l_sigmoid",
     "1l_relu",
@@ -21,6 +27,17 @@ const TESTS: [&str; 12] = [
     "2l_relu_sigmoid_conv",
 ];
 
+const TESTS_EVM: [&str; 8] = [
+    "1l_mlp",
+    "1l_flatten",
+    "1l_average",
+    "1l_reshape",
+    "1l_sigmoid",
+    "1l_relu",
+    "2l_relu_sigmoid_small",
+    "2l_relu_small",
+];
+
 macro_rules! test_func {
     () => {
         #[cfg(test)]
@@ -35,9 +52,7 @@ macro_rules! test_func {
             use crate::ipa_prove_and_verify;
             use crate::kzg_fullprove;
             use crate::kzg_prove_and_verify;
-            use crate::kzg_evm_fullprove;
-
-            seq!(N in 0..=11 {
+            seq!(N in 0..=10 {
             #(#[test_case(TESTS[N])])*
             fn mock_public_outputs_(test: &str) {
                 mock(test.to_string());
@@ -69,14 +84,25 @@ macro_rules! test_func {
             }
 
             #(#[test_case(TESTS[N])])*
-            // #[ignore]
             fn kzg_prove_and_verify_(test: &str) {
                 kzg_prove_and_verify(test.to_string());
             }
+            });
+    }
+    };
+}
 
+macro_rules! test_func_evm {
+    () => {
+        #[cfg(test)]
+        mod tests_evm {
+            use seq_macro::seq;
+            use crate::TESTS_EVM;
+            use test_case::test_case;
+            use crate::kzg_evm_fullprove;
+            seq!(N in 0..=7 {
             // these take a particularly long time to run
-            #(#[test_case(TESTS[N])])*
-            #[ignore]
+            #(#[test_case(TESTS_EVM[N])])*
             fn kzg_evm_fullprove_(test: &str) {
                 kzg_evm_fullprove(test.to_string());
             }
@@ -86,10 +112,11 @@ macro_rules! test_func {
 }
 
 test_func!();
+test_func_evm!();
 
 // Mock prove (fast, but does not cover some potential issues)
 fn mock(example_name: String) {
-    let status = Command::new("target/release/ezkl")
+    let status = Command::new(format!("{}/release/ezkl", *CARGO_TARGET_DIR))
         .args([
             "--bits=16",
             "-K=17",
@@ -108,7 +135,7 @@ fn mock(example_name: String) {
 
 // Mock prove (fast, but does not cover some potential issues)
 fn mock_public_inputs(example_name: String) {
-    let status = Command::new("target/release/ezkl")
+    let status = Command::new(format!("{}/release/ezkl", *CARGO_TARGET_DIR))
         .args([
             "--public-inputs",
             "--bits=16",
@@ -128,7 +155,7 @@ fn mock_public_inputs(example_name: String) {
 
 // Mock prove (fast, but does not cover some potential issues)
 fn mock_public_params(example_name: String) {
-    let status = Command::new("target/release/ezkl")
+    let status = Command::new(format!("{}/release/ezkl", *CARGO_TARGET_DIR))
         .args([
             "--public-params",
             "--bits=16",
@@ -148,7 +175,7 @@ fn mock_public_params(example_name: String) {
 
 // full prove (slower, covers more, but still reuses the pk)
 fn ipa_fullprove(example_name: String) {
-    let status = Command::new("target/release/ezkl")
+    let status = Command::new(format!("{}/release/ezkl", *CARGO_TARGET_DIR))
         .args([
             "--bits=16",
             "-K=17",
@@ -167,7 +194,7 @@ fn ipa_fullprove(example_name: String) {
 
 // prove-serialize-verify, the usual full path
 fn ipa_prove_and_verify(example_name: String) {
-    let status = Command::new("target/release/ezkl")
+    let status = Command::new(format!("{}/release/ezkl", *CARGO_TARGET_DIR))
         .args([
             "--bits=16",
             "-K=17",
@@ -186,7 +213,7 @@ fn ipa_prove_and_verify(example_name: String) {
         .status()
         .expect("failed to execute process");
     assert!(status.success());
-    let status = Command::new("target/release/ezkl")
+    let status = Command::new(format!("{}/release/ezkl", *CARGO_TARGET_DIR))
         .args([
             "--bits=16",
             "-K=17",
@@ -207,7 +234,7 @@ fn ipa_prove_and_verify(example_name: String) {
 
 // prove-serialize-verify, the usual full path
 fn kzg_prove_and_verify(example_name: String) {
-    let status = Command::new("target/release/ezkl")
+    let status = Command::new(format!("{}/release/ezkl", *CARGO_TARGET_DIR))
         .args([
             "--bits=16",
             "-K=17",
@@ -227,7 +254,7 @@ fn kzg_prove_and_verify(example_name: String) {
         .status()
         .expect("failed to execute process");
     assert!(status.success());
-    let status = Command::new("target/release/ezkl")
+    let status = Command::new(format!("{}/release/ezkl", *CARGO_TARGET_DIR))
         .args([
             "--bits=16",
             "-K=17",
@@ -250,7 +277,7 @@ fn kzg_prove_and_verify(example_name: String) {
 // KZG  tests
 // full prove (slower, covers more, but still reuses the pk)
 fn kzg_fullprove(example_name: String) {
-    let status = Command::new("target/release/ezkl")
+    let status = Command::new(format!("{}/release/ezkl", *CARGO_TARGET_DIR))
         .args([
             "--bits=16",
             "-K=17",