diff --git a/Cargo.lock b/Cargo.lock index adbad2da9..1599cd127 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -60,17 +60,52 @@ dependencies = [ "memchr", ] +[[package]] +name = "allocator-api2" +version = "0.2.16" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0942ffc6dcaadf03badf6e6a2d0228460359d5e34b57ccdc720b7382dfbd5ec5" + +[[package]] +name = "alloy-primitives" +version = "0.4.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a0628ec0ba5b98b3370bb6be17b12f23bfce8ee4ad83823325a20546d9b03b78" +dependencies = [ + "alloy-rlp", + "bytes", + "cfg-if", + "const-hex", + "derive_more", + "hex-literal", + "itoa", + "ruint", + "tiny-keccak", +] + [[package]] name = "alloy-rlp" version = "0.3.3" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "cc0fac0fc16baf1f63f78b47c3d24718f3619b0714076f6a02957d808d52cbef" dependencies = [ + "alloy-rlp-derive", "arrayvec 0.7.4", "bytes", "smol_str", ] +[[package]] +name = "alloy-rlp-derive" +version = "0.3.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c0391754c09fab4eae3404d19d0d297aa1c670c1775ab51d8a5312afeca23157" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.22", +] + [[package]] name = "android-tzdata" version = "0.1.1" @@ -805,6 +840,15 @@ version = "0.5.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "2da6da31387c7e4ef160ffab6d5e7f00c42626fe39aea70a7b0f1773f7dd6c1b" +[[package]] +name = "cmake" +version = "0.1.50" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a31c789563b815f77f4250caee12365734369f942439b7defd71e18a48197130" +dependencies = [ + "cc", +] + [[package]] name = "coins-bip32" version = "0.8.3" @@ -913,6 +957,19 @@ dependencies = [ "wasm-bindgen", ] +[[package]] +name = "const-hex" +version = "1.10.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a5104de16b218eddf8e34ffe2f86f74bfa4e61e95a1b89732fccf6325efd0557" +dependencies = [ + "cfg-if", + "cpufeatures", + "hex", + "proptest", + "serde", +] + [[package]] name = "const-oid" version = "0.9.2" @@ -1812,6 +1869,7 @@ dependencies = [ "itertools 0.10.5", "lazy_static", "log", + "maybe-rayon", "mnist", "num", "openssl", @@ -1822,7 +1880,6 @@ dependencies = [ "pyo3-asyncio", "pyo3-log", "rand 0.8.5", - "rayon", "regex", "reqwest", "seq-macro", @@ -2314,19 +2371,14 @@ checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888" [[package]] name = "hashbrown" -version = "0.13.2" +version = "0.14.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "43a3c133739dddd0d2990f9a4bdf8eb4b21ef50e4851ca85ab661199821d510e" +checksum = "2c6201b9ff9fd90a5a3bac2e56a830d0caa509576f0e503818ee82c181b3437a" dependencies = [ "ahash 0.8.3", + "allocator-api2", ] -[[package]] -name = "hashbrown" -version = "0.14.0" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "2c6201b9ff9fd90a5a3bac2e56a830d0caa509576f0e503818ee82c181b3437a" - [[package]] name = "hashers" version = "1.0.1" @@ -2499,7 +2551,7 @@ dependencies = [ [[package]] name = "icicle" version = "0.1.0" -source = "git+https://github.com/ingonyama-zk/icicle.git?branch=rust/large-bucket-factor-msm#2820f43746263fbae7b30a29e08099ea19383c64" +source = "git+https://github.com/ingonyama-zk/icicle?rev=45b00fb?branch=fix/vhnat/ezkl-build-fix#45b00fb1966cb236979f03f9068f6db9bf59f41e" dependencies = [ "ark-bls12-377", "ark-bls12-381", @@ -2509,6 +2561,7 @@ dependencies = [ "ark-poly", "ark-std 0.3.0", "cc", + "cmake", "hex", "rand 0.8.5", "rustacuda", @@ -4120,9 +4173,9 @@ dependencies = [ [[package]] name = "revm" -version = "3.3.0" +version = "3.5.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f293f351c4c203d321744e54ed7eed3d2b6eef4c140228910dde3ac9a5ea8031" +checksum = "68f4ca8ae0345104523b4af1a8a7ea97cfa1865cdb7a7c25d23c1a18d9b48598" dependencies = [ "auto_impl", "revm-interpreter", @@ -4131,52 +4184,42 @@ dependencies = [ [[package]] name = "revm-interpreter" -version = "1.1.2" +version = "1.3.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "a53980a26f9b5a66d13511c35074d4b53631e157850a1d7cf1af4efc2c2b72c9" +checksum = "f959cafdf64a7f89b014fa73dc2325001cf654b3d9400260b212d19a2ebe3da0" dependencies = [ - "derive_more", - "enumn", "revm-primitives", - "sha3 0.10.8", ] [[package]] name = "revm-precompile" -version = "2.0.3" +version = "2.2.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "41320af3bd6a65153d38eb1d3638ba89104cc9513c7feedb2d8510e8307dab29" +checksum = "4d360a88223d85709d2e95d4609eb1e19c649c47e28954bfabae5e92bb37e83e" dependencies = [ "k256", "num", "once_cell", "revm-primitives", "ripemd", - "secp256k1", "sha2 0.10.7", - "sha3 0.10.8", "substrate-bn", ] [[package]] name = "revm-primitives" -version = "1.1.2" +version = "1.3.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "304d998f466ffef72d76c7f20b05bf08a96801736a6fb1fdef47d49a292618df" +checksum = "51187b852d9e458816a2e19c81f1dd6c924077e1a8fccd16e4f044f865f299d7" dependencies = [ + "alloy-primitives", + "alloy-rlp", "auto_impl", + "bitflags 2.4.0", "bitvec 1.0.1", - "bytes", - "derive_more", "enumn", - "fixed-hash", - "hashbrown 0.13.2", + "hashbrown 0.14.0", "hex", - "hex-literal", - "primitive-types", - "rlp", - "ruint", - "sha3 0.10.8", ] [[package]] @@ -4441,24 +4484,6 @@ dependencies = [ "zeroize", ] -[[package]] -name = "secp256k1" -version = "0.27.0" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "25996b82292a7a57ed3508f052cfff8640d38d32018784acd714758b43da9c8f" -dependencies = [ - "secp256k1-sys", -] - -[[package]] -name = "secp256k1-sys" -version = "0.8.1" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "70a129b9e9efbfb223753b9163c4ab3b13cff7fd9c7f010fbac25ab4099fa07e" -dependencies = [ - "cc", -] - [[package]] name = "security-framework" version = "2.9.1" @@ -4719,8 +4744,8 @@ dependencies = [ [[package]] name = "snark-verifier" -version = "0.1.0" -source = "git+https://github.com/zkonduit/snark-verifier?branch=ac/chunked-mv-lookup#a1ac764143960023551e99da000157682ff4d970" +version = "0.1.1" +source = "git+https://github.com/zkonduit/snark-verifier?branch=ac/chunked-mv-lookup#22ee76bee1a24f3732e994b72b10ec09939348de" dependencies = [ "ecc", "halo2_proofs", diff --git a/Cargo.toml b/Cargo.toml index ada036e20..88d5d8e73 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,3 +1,5 @@ +cargo-features = ["profile-rustflags"] + [package] name = "ezkl" version = "0.0.0" @@ -27,7 +29,7 @@ hex = { version = "0.4.3", default_features = false } halo2_wrong_ecc = { git = "https://github.com/zkonduit/halo2wrong", branch = "ac/chunked-mv-lookup", package = "ecc" } snark-verifier = { git = "https://github.com/zkonduit/snark-verifier", branch = "ac/chunked-mv-lookup", features=["derive_serde"]} halo2_solidity_verifier = { git = "https://github.com/alexander-camuto/halo2-solidity-verifier", branch= "ac/lookup-modularity" } -rayon = { version = "1.7.0", default_features = false } +maybe-rayon = { version = "0.1.1", default_features = false } bincode = { version = "1.3.3", default_features = false } ark-std = { version = "^0.3.0", default-features = false } unzip-n = "0.1.2" @@ -155,3 +157,11 @@ ezkl = ["onnx", "serde", "serde_json", "log", "colored", "env_logger", "tabled/c mv-lookup = ["halo2_proofs/mv-lookup", "snark-verifier/mv-lookup", "halo2_solidity_verifier/mv-lookup"] det-prove = [] icicle = ["halo2_proofs/icicle_gpu"] + + +# icicle patch to 0.1.0 if feature icicle is enabled +[patch.'https://github.com/ingonyama-zk/icicle'] +icicle = { git = "https://github.com/ingonyama-zk/icicle?rev=45b00fb", package = "icicle", branch = "fix/vhnat/ezkl-build-fix"} + +[profile.release] +rustflags = [ "-C", "relocation-model=pic" ] diff --git a/examples/notebooks/data_attest.ipynb b/examples/notebooks/data_attest.ipynb index 0d023e2ea..20d2cd6f0 100644 --- a/examples/notebooks/data_attest.ipynb +++ b/examples/notebooks/data_attest.ipynb @@ -512,7 +512,6 @@ "\n", "res = ezkl.create_evm_data_attestation(\n", " input_path,\n", - " vk_path,\n", " settings_path,\n", " sol_code_path,\n", " abi_path,\n", diff --git a/examples/notebooks/data_attest_hashed.ipynb b/examples/notebooks/data_attest_hashed.ipynb index 84557e03a..69ff305bb 100644 --- a/examples/notebooks/data_attest_hashed.ipynb +++ b/examples/notebooks/data_attest_hashed.ipynb @@ -274,7 +274,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -568,7 +568,6 @@ "\n", "res = ezkl.create_evm_data_attestation(\n", " input_path,\n", - " vk_path,\n", " settings_path,\n", " sol_code_path,\n", " abi_path,\n", @@ -649,7 +648,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.15" + "version": "3.9.13" }, "orig_nbformat": 4 }, diff --git a/examples/notebooks/ezkl_demo.ipynb b/examples/notebooks/ezkl_demo.ipynb index 79bff5fcf..98b4907e3 100644 --- a/examples/notebooks/ezkl_demo.ipynb +++ b/examples/notebooks/ezkl_demo.ipynb @@ -589,7 +589,6 @@ " proof_path,\n", " settings_path,\n", " vk_path,\n", - " \n", " )\n", "\n", "assert res == True\n", diff --git a/examples/notebooks/svm.ipynb b/examples/notebooks/svm.ipynb index 977c87cd3..b733138d0 100644 --- a/examples/notebooks/svm.ipynb +++ b/examples/notebooks/svm.ipynb @@ -220,7 +220,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "b1c561a8", "metadata": {}, "outputs": [], diff --git a/examples/notebooks/world_rotation.ipynb b/examples/notebooks/world_rotation.ipynb index 336049c51..2643b4e9e 100644 --- a/examples/notebooks/world_rotation.ipynb +++ b/examples/notebooks/world_rotation.ipynb @@ -387,7 +387,6 @@ "\n", "res = ezkl.create_evm_data_attestation(\n", " input_path,\n", - " vk_path,\n", " settings_path,\n", " sol_code_path,\n", " abi_path,\n", diff --git a/examples/onnx/1l_topk/gen.py b/examples/onnx/1l_topk/gen.py index cabc83698..7e6d79d0b 100644 --- a/examples/onnx/1l_topk/gen.py +++ b/examples/onnx/1l_topk/gen.py @@ -8,9 +8,11 @@ def __init__(self): super(MyModel, self).__init__() def forward(self, x): - topk = torch.topk(x, 4) - print(topk) - return [topk.values] + topk_largest = torch.topk(x, 4) + topk_smallest = torch.topk(x, 4, largest=False) + print(topk_largest) + print(topk_smallest) + return topk_largest.values + topk_smallest.values circuit = MyModel() @@ -21,7 +23,7 @@ def forward(self, x): torch.onnx.export(circuit, x, "network.onnx", export_params=True, # store the trained parameter weights inside the model file - opset_version=10, # the ONNX version to export the model to + opset_version=14, # the ONNX version to export the model to do_constant_folding=True, # whether to execute constant folding for optimization input_names=['input'], # the model's input names output_names=['output'], # the model's output names diff --git a/examples/onnx/1l_topk/input.json b/examples/onnx/1l_topk/input.json index 654f20300..56dae35a1 100644 --- a/examples/onnx/1l_topk/input.json +++ b/examples/onnx/1l_topk/input.json @@ -1 +1 @@ -{"input_data": [[2, 1, 5, 3, 3, 7]], "output_data": [[7, 5, 3, 3]]} \ No newline at end of file +{"input_data": [[2, 1, 5, 4, 8, 2]], "output_data": [[9, 7, 6, 6]]} \ No newline at end of file diff --git a/examples/onnx/1l_topk/network.onnx b/examples/onnx/1l_topk/network.onnx index 546c9bab2..1f4875554 100644 Binary files a/examples/onnx/1l_topk/network.onnx and b/examples/onnx/1l_topk/network.onnx differ diff --git a/examples/onnx/mean_as_constrain/input.json b/examples/onnx/mean_as_constrain/input.json deleted file mode 100644 index 0ebe3218e..000000000 --- a/examples/onnx/mean_as_constrain/input.json +++ /dev/null @@ -1,31 +0,0 @@ -{ - "input_data": [ - [ - 33.0, 75.0, 38.0, 38.0, 70.0, 44.0, 34.0, 67.0, 54.0, 78.0, 80.0, 21.0, - 41.0, 47.0, 57.0, 50.0, 65.0, 43.0, 51.0, 54.0, 62.0, 68.0, 45.0, 39.0, - 51.0, 48.0, 48.0, 42.0, 37.0, 75.0, 40.0, 48.0, 65.0, 26.0, 42.0, 53.0, - 51.0, 56.0, 74.0, 54.0, 55.0, 15.0, 58.0, 46.0, 64.0, 59.0, 39.0, 36.0, - 62.0, 39.0, 72.0, 32.0, 82.0, 76.0, 88.0, 51.0, 44.0, 35.0, 18.0, 53.0, - 52.0, 45.0, 64.0, 31.0, 32.0, 61.0, 66.0, 59.0, 50.0, 69.0, 44.0, 22.0, - 45.0, 45.0, 46.0, 42.0, 83.0, 53.0, 53.0, 69.0, 53.0, 33.0, 48.0, 49.0, - 34.0, 66.0, 29.0, 66.0, 52.0, 45.0, 83.0, 54.0, 53.0, 31.0, 71.0, 60.0, - 30.0, 33.0, 43.0, 26.0, 55.0, 56.0, 56.0, 54.0, 57.0, 68.0, 58.0, 61.0, - 62.0, 38.0, 52.0, 74.0, 76.0, 37.0, 42.0, 54.0, 38.0, 38.0, 30.0, 31.0, - 52.0, 41.0, 69.0, 40.0, 46.0, 69.0, 29.0, 28.0, 66.0, 41.0, 40.0, 36.0, - 52.0, 58.0, 46.0, 42.0, 85.0, 45.0, 70.0, 49.0, 48.0, 34.0, 18.0, 39.0, - 64.0, 46.0, 54.0, 42.0, 45.0, 64.0, 46.0, 68.0, 46.0, 54.0, 47.0, 41.0, - 69.0, 27.0, 61.0, 37.0, 25.0, 66.0, 30.0, 59.0, 67.0, 34.0, 36.0, 40.0, - 55.0, 58.0, 74.0, 55.0, 66.0, 55.0, 72.0, 40.0, 27.0, 38.0, 74.0, 52.0, - 45.0, 40.0, 35.0, 46.0, 64.0, 41.0, 50.0, 45.0, 42.0, 22.0, 25.0, 55.0, - 39.0, 58.0, 56.0, 62.0, 55.0, 65.0, 57.0, 34.0, 44.0, 47.0, 70.0, 60.0, - 34.0, 50.0, 43.0, 60.0, 66.0, 46.0, 58.0, 76.0, 40.0, 49.0, 64.0, 45.0, - 22.0, 50.0, 34.0, 44.0, 76.0, 63.0, 59.0, 36.0, 59.0, 47.0, 70.0, 64.0, - 44.0, 55.0, 50.0, 48.0, 66.0, 40.0, 76.0, 48.0, 75.0, 73.0, 55.0, 41.0, - 43.0, 50.0, 34.0, 57.0, 50.0, 53.0, 28.0, 35.0, 52.0, 52.0, 49.0, 67.0, - 41.0, 41.0, 61.0, 24.0, 43.0, 51.0, 40.0, 52.0, 44.0, 25.0, 81.0, 54.0, - 64.0, 76.0, 37.0, 45.0, 48.0, 46.0, 43.0, 67.0, 28.0, 35.0, 25.0, 71.0, - 50.0, 31.0, 43.0, 54.0, 40.0, 51.0, 40.0, 49.0, 34.0, 26.0, 46.0, 62.0, - 40.0, 25.0, 61.0, 58.0, 56.0, 39.0, 46.0, 53.0, 21.0, 57.0, 42.0, 80.0 - ] - ] -} diff --git a/examples/onnx/mean_as_constrain/network.onnx b/examples/onnx/mean_as_constrain/network.onnx deleted file mode 100644 index 608ec1f70..000000000 Binary files a/examples/onnx/mean_as_constrain/network.onnx and /dev/null differ diff --git a/src/circuit/modules/poseidon.rs b/src/circuit/modules/poseidon.rs index ca7caba79..47a1e5a84 100644 --- a/src/circuit/modules/poseidon.rs +++ b/src/circuit/modules/poseidon.rs @@ -12,9 +12,9 @@ use halo2_gadgets::poseidon::{primitives::*, Hash, Pow5Chip, Pow5Config}; use halo2_proofs::arithmetic::Field; use halo2_proofs::halo2curves::bn256::Fr as Fp; use halo2_proofs::{circuit::*, plonk::*}; -// use rayon::prelude::{IndexedParallelIterator, IntoParallelRefIterator}; -use rayon::prelude::ParallelIterator; -use rayon::slice::ParallelSlice; +// use maybe_rayon::prelude::{IndexedParallelIterator, IntoParallelRefIterator}; +use maybe_rayon::prelude::ParallelIterator; +use maybe_rayon::slice::ParallelSlice; use std::marker::PhantomData; diff --git a/src/circuit/ops/hybrid.rs b/src/circuit/ops/hybrid.rs index 06602306a..be3a35977 100644 --- a/src/circuit/ops/hybrid.rs +++ b/src/circuit/ops/hybrid.rs @@ -53,6 +53,7 @@ pub enum HybridOp { TopK { dim: usize, k: usize, + largest: bool, }, OneHot { dim: usize, @@ -151,8 +152,8 @@ impl Op for HybridOp { let res = tensor::ops::one_hot(&x, *num_classes, *dim)?; (res.clone(), inter_equals) } - HybridOp::TopK { dim, k } => { - let res = tensor::ops::topk_axes(&x, *k, *dim)?; + HybridOp::TopK { dim, k, largest } => { + let res = tensor::ops::topk_axes(&x, *k, *dim, *largest)?; let mut inter_equals = x .clone() @@ -302,7 +303,9 @@ impl Op for HybridOp { HybridOp::LessEqual => "LESSEQUAL".into(), HybridOp::Equals => "EQUALS".into(), HybridOp::Gather { dim, .. } => format!("GATHER (dim={})", dim), - HybridOp::TopK { k, dim } => format!("TOPK (k={}, dim={})", k, dim), + HybridOp::TopK { k, dim, largest } => { + format!("TOPK (k={}, dim={}, largest={})", k, dim, largest) + } HybridOp::GatherElements { dim, .. } => format!("GATHERELEMENTS (dim={})", dim), HybridOp::ScatterElements { dim, .. } => format!("SCATTERELEMENTS (dim={})", dim), HybridOp::OneHot { dim, num_classes } => { @@ -400,8 +403,8 @@ impl Op for HybridOp { HybridOp::Less => layouts::less(config, region, values[..].try_into()?)?, HybridOp::LessEqual => layouts::less_equal(config, region, values[..].try_into()?)?, HybridOp::Equals => layouts::equals(config, region, values[..].try_into()?)?, - HybridOp::TopK { dim, k } => { - layouts::topk_axes(config, region, values[..].try_into()?, *k, *dim)? + HybridOp::TopK { dim, k, largest } => { + layouts::topk_axes(config, region, values[..].try_into()?, *k, *dim, *largest)? } HybridOp::OneHot { dim, num_classes } => { layouts::one_hot_axis(config, region, values[..].try_into()?, *num_classes, *dim)? diff --git a/src/circuit/ops/layouts.rs b/src/circuit/ops/layouts.rs index 6ab898524..d349c9e78 100644 --- a/src/circuit/ops/layouts.rs +++ b/src/circuit/ops/layouts.rs @@ -8,7 +8,7 @@ use halo2_proofs::circuit::Value; use halo2curves::ff::PrimeField; use itertools::Itertools; use log::{error, trace}; -use rayon::{ +use maybe_rayon::{ prelude::{IndexedParallelIterator, IntoParallelIterator, ParallelIterator}, slice::ParallelSliceMut, }; @@ -478,7 +478,7 @@ fn _sort_ascending( .get_int_evals()? .iter() .sorted_by(|a, b| a.cmp(b)) - .map(|x| Ok(Value::known(input.get_felt_evals()?.get(&[*x as usize])))) + .map(|x| Ok(Value::known(i128_to_felt(*x)))) .collect::>, Box>>()? } else { Tensor::new( @@ -544,8 +544,13 @@ fn _select_topk( region: &mut RegionCtx, values: &[ValTensor; 1], k: usize, + largest: bool, ) -> Result, Box> { - let sorted = _sort_descending(config, region, values)?.get_slice(&[0..k])?; + let sorted = if largest { + _sort_descending(config, region, values)?.get_slice(&[0..k])? + } else { + _sort_ascending(config, region, values)?.get_slice(&[0..k])? + }; Ok(sorted) } @@ -556,12 +561,13 @@ pub fn topk_axes( values: &[ValTensor; 1], k: usize, dim: usize, + largest: bool, ) -> Result, Box> { let topk_at_k = move |config: &BaseConfig, region: &mut RegionCtx, values: &[ValTensor; 1]| -> Result, Box> { - _select_topk(config, region, values, k) + _select_topk(config, region, values, k, largest) }; let output: ValTensor = multi_dim_axes_op(config, region, values, &[dim], topk_at_k)?; @@ -749,7 +755,8 @@ pub fn gather( } if !assigned_len.is_empty() { - region.increment(*assigned_len.iter().max().ok_or(TensorError::DimError)?); + // safe to unwrap since we've just checked it has at least one element + region.increment(*assigned_len.iter().max().unwrap()); } // Calculate the output tensor size @@ -901,7 +908,8 @@ pub fn scatter_elements( } if !assigned_len.is_empty() { - region.increment(*assigned_len.iter().max().ok_or(TensorError::DimError)?); + // safe to unwrap since we've just checked it has at least one element + region.increment(*assigned_len.iter().max().unwrap()); } // Calculate the output tensor size @@ -1935,7 +1943,8 @@ pub fn conv Op for LookupOp { &x, f32::from(*denom).into(), )), + LookupOp::Cast { scale } => Ok(tensor::ops::nonlinearities::const_div( + &x, + f32::from(*scale).into(), + )), LookupOp::Recip { scale } => Ok(tensor::ops::nonlinearities::recip(&x, scale.into())), LookupOp::ReLU => Ok(tensor::ops::nonlinearities::leakyrelu(&x, 0_f64)), @@ -170,6 +175,7 @@ impl Op for LookupOp { LookupOp::LessThanEqual { .. } => "LESS_THAN_EQUAL".into(), LookupOp::Recip { scale, .. } => format!("RECIP(scale={})", scale), LookupOp::Div { denom, .. } => format!("DIV(denom={})", denom), + LookupOp::Cast { scale } => format!("CAST(scale={})", scale), LookupOp::Ln { scale } => format!("LN(scale={})", scale), LookupOp::ReLU => "RELU".to_string(), LookupOp::LeakyReLU { slope: a } => format!("L_RELU(slope={})", a), @@ -210,12 +216,9 @@ impl Op for LookupOp { /// Returns the scale of the output of the operation. fn out_scale(&self, inputs_scale: Vec) -> Result> { let scale = match self { - LookupOp::Div { denom } => { - let mut scale = inputs_scale[0]; - if scale == 0 { - scale += multiplier_to_scale(1. / denom.0 as f64); - } - scale + LookupOp::Cast { scale } => { + let in_scale = inputs_scale[0]; + in_scale + multiplier_to_scale(1. / scale.0 as f64) } LookupOp::Recip { scale } => { let mut out_scale = inputs_scale[0]; diff --git a/src/circuit/ops/poly.rs b/src/circuit/ops/poly.rs index 7a2531b82..69b2c7aee 100644 --- a/src/circuit/ops/poly.rs +++ b/src/circuit/ops/poly.rs @@ -312,7 +312,9 @@ impl Deserialize< PolyOp::Reshape(d) | PolyOp::Flatten(d) => layouts::reshape(values[..].try_into()?, d)?, PolyOp::Pad(p) => { if values.len() != 1 { - return Err(Box::new(TensorError::DimError)); + return Err(Box::new(TensorError::DimError( + "Pad operation requires a single input".to_string(), + ))); } let mut input = values[0].clone(); input.pad(*p)?; @@ -404,7 +406,10 @@ impl Deserialize< } fn requires_homogenous_input_scales(&self) -> Vec { - if matches!(self, PolyOp::Add { .. } | PolyOp::Sub) { + if matches!( + self, + PolyOp::Add { .. } | PolyOp::Sub | PolyOp::Concat { .. } + ) { vec![0, 1] } else if matches!(self, PolyOp::Iff) { vec![1, 2] diff --git a/src/circuit/table.rs b/src/circuit/table.rs index 6527fc53a..6310bbb3d 100644 --- a/src/circuit/table.rs +++ b/src/circuit/table.rs @@ -7,7 +7,7 @@ use halo2_proofs::{ plonk::{ConstraintSystem, Expression, TableColumn}, }; use log::warn; -use rayon::prelude::{IntoParallelIterator, ParallelIterator}; +use maybe_rayon::prelude::{IntoParallelIterator, ParallelIterator}; use crate::{ circuit::CircuitError, diff --git a/src/commands.rs b/src/commands.rs index e0efdcdb5..ad26134de 100644 --- a/src/commands.rs +++ b/src/commands.rs @@ -71,6 +71,8 @@ pub const DEFAULT_OPTIMIZER_RUNS: &str = "1"; pub const DEFAULT_FUZZ_RUNS: &str = "10"; /// Default calibration file pub const DEFAULT_CALIBRATION_FILE: &str = "calibration.json"; +/// Default lookup safety margin +pub const DEFAULT_LOOKUP_SAFETY_MARGIN: &str = "2"; impl std::fmt::Display for TranscriptType { fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result { @@ -303,6 +305,9 @@ pub enum Commands { #[arg(long = "target", default_value = DEFAULT_CALIBRATION_TARGET)] /// Target for calibration. Set to "resources" to optimize for computational resource. Otherwise, set to "accuracy" to optimize for accuracy. target: CalibrationTarget, + /// the lookup safety margin to use for calibration. if the max lookup is 2^k, then the max lookup will be 2^k * lookup_safety_margin. larger = safer but slower + #[arg(long, default_value = DEFAULT_LOOKUP_SAFETY_MARGIN)] + lookup_safety_margin: i128, /// Optional scales to specifically try for calibration. Example, --scales 0,4 #[arg(long, value_delimiter = ',', allow_hyphen_values = true)] scales: Option>, @@ -344,8 +349,8 @@ pub enum Commands { /// The path to the .json witness file (generated using the gen-witness command) #[arg(short = 'W', long, default_value = DEFAULT_WITNESS)] witness: PathBuf, - /// The path to the .onnx model file - #[arg(short = 'M', long, default_value = DEFAULT_MODEL)] + /// The path to the compiled model file (generated using the compile-circuit command) + #[arg(short = 'M', long, default_value = DEFAULT_COMPILED_CIRCUIT)] model: PathBuf, }, @@ -569,15 +574,9 @@ pub enum Commands { /// Creates an EVM verifier that attests to on-chain inputs for a single proof #[command(name = "create-evm-da")] CreateEVMDataAttestation { - /// The path to SRS, if None will use $EZKL_REPO_PATH/srs/kzg{logrows}.srs - #[arg(long)] - srs_path: Option, /// The path to load circuit settings .json file from (generated using the gen-settings command) #[arg(short = 'S', long, default_value = DEFAULT_SETTINGS)] settings_path: PathBuf, - /// The path to load the desired verification key file - #[arg(long, default_value = DEFAULT_VK)] - vk_path: PathBuf, /// The path to output the Solidity code #[arg(long, default_value = DEFAULT_SOL_CODE_DA)] sol_code_path: PathBuf, diff --git a/src/execute.rs b/src/execute.rs index 8995a91b7..6e904a7b7 100644 --- a/src/execute.rs +++ b/src/execute.rs @@ -5,6 +5,7 @@ use crate::commands::Commands; #[cfg(not(target_arch = "wasm32"))] use crate::eth::{deploy_da_verifier_via_solidity, deploy_verifier_via_solidity}; #[cfg(not(target_arch = "wasm32"))] +#[allow(unused_imports)] use crate::eth::{fix_da_sol, get_contract_artifacts, verify_proof_via_solidity}; use crate::graph::input::GraphData; use crate::graph::{GraphCircuit, GraphSettings, GraphWitness, Model}; @@ -12,7 +13,6 @@ use crate::graph::{GraphCircuit, GraphSettings, GraphWitness, Model}; use crate::graph::{TestDataSource, TestSources}; use crate::pfsys::evm::aggregation::AggregationCircuit; #[cfg(not(target_arch = "wasm32"))] -use crate::pfsys::evm::{single::gen_evm_verifier, YulCode}; use crate::pfsys::{ create_keys, load_pk, load_vk, save_params, save_pk, swap_proof_commitments_kzg, Snark, StrategyType, TranscriptType, @@ -45,12 +45,12 @@ use itertools::Itertools; #[cfg(not(target_arch = "wasm32"))] use log::debug; use log::{info, trace, warn}; +#[cfg(not(target_arch = "wasm32"))] +use maybe_rayon::prelude::{IntoParallelIterator, ParallelIterator}; #[cfg(feature = "render")] use plotters::prelude::*; #[cfg(not(target_arch = "wasm32"))] use rand::Rng; -#[cfg(not(target_arch = "wasm32"))] -use rayon::prelude::{IntoParallelIterator, ParallelIterator}; use std::error::Error; use std::fs::File; #[cfg(not(target_arch = "wasm32"))] @@ -167,10 +167,19 @@ pub async fn run(command: Commands) -> Result> { settings_path, data, target, + lookup_safety_margin, scales, max_logrows, - } => calibrate(model, data, settings_path, target, scales, max_logrows) - .map(|e| serde_json::to_string(&e).unwrap()), + } => calibrate( + model, + data, + settings_path, + target, + lookup_safety_margin, + scales, + max_logrows, + ) + .map(|e| serde_json::to_string(&e).unwrap()), Commands::GenWitness { data, compiled_circuit, @@ -191,20 +200,11 @@ pub async fn run(command: Commands) -> Result> { } => create_evm_verifier(vk_path, srs_path, settings_path, sol_code_path, abi_path), #[cfg(not(target_arch = "wasm32"))] Commands::CreateEVMDataAttestation { - vk_path, - srs_path, - settings_path, - sol_code_path, - abi_path, - data, - } => create_evm_data_attestation( - vk_path, - srs_path, settings_path, sol_code_path, abi_path, data, - ), + } => create_evm_data_attestation(settings_path, sol_code_path, abi_path, data), #[cfg(not(target_arch = "wasm32"))] Commands::CreateEVMVerifierAggr { vk_path, @@ -728,12 +728,13 @@ pub(crate) fn calibrate( data: PathBuf, settings_path: PathBuf, target: CalibrationTarget, + lookup_safety_margin: i128, scales: Option>, max_logrows: Option, ) -> Result> { use std::collections::HashMap; use tabled::Table; - + let data = GraphData::from_path(data)?; // load the pre-generated settings let settings = GraphSettings::load(&settings_path)?; @@ -866,8 +867,8 @@ pub(crate) fn calibrate( .load_graph_from_file_exclusively(&chunk) .map_err(|e| format!("failed to load circuit inputs: {}", e))?; - let forward_res = circuit - .calibrate(&data, max_logrows) + circuit + .calibrate(&data, max_logrows, lookup_safety_margin) .map_err(|e| format!("failed to calibrate: {}", e))?; // push result to the hashmap @@ -1172,33 +1173,21 @@ pub(crate) fn create_evm_verifier( #[cfg(not(target_arch = "wasm32"))] pub(crate) fn create_evm_data_attestation( - vk_path: PathBuf, - srs_path: Option, settings_path: PathBuf, - sol_code_path: PathBuf, - abi_path: PathBuf, - input: PathBuf, + _sol_code_path: PathBuf, + _abi_path: PathBuf, + _input: PathBuf, ) -> Result> { + #[allow(unused_imports)] use crate::graph::{DataSource, VarVisibility}; check_solc_requirement(); let settings = GraphSettings::load(&settings_path)?; - let params = load_params_cmd(srs_path, settings.run_args.logrows)?; let visibility = VarVisibility::from_args(&settings.run_args)?; - - let num_instance = settings.total_instances(); - let num_instance: usize = num_instance.iter().sum::(); - - let vk = load_vk::, Fr, GraphCircuit>(vk_path, settings.clone())?; trace!("params computed"); - let yul_code: YulCode = gen_evm_verifier(¶ms, &vk, num_instance)?; - - let mut f = File::create(sol_code_path.clone())?; - let _ = f.write(yul_code.as_bytes()); - - let data = GraphData::from_path(input)?; + let data = GraphData::from_path(_input)?; let output_data = if let Some(DataSource::OnChain(source)) = data.output_data { if visibility.output.is_private() { @@ -1228,12 +1217,12 @@ pub(crate) fn create_evm_data_attestation( if input_data.is_some() || output_data.is_some() { let output = fix_da_sol(input_data, output_data)?; - let mut f = File::create(sol_code_path.clone())?; + let mut f = File::create(_sol_code_path.clone())?; let _ = f.write(output.as_bytes()); // fetch abi of the contract - let (abi, _, _) = get_contract_artifacts(sol_code_path, "DataAttestation", 0)?; + let (abi, _, _) = get_contract_artifacts(_sol_code_path, "DataAttestation", 0)?; // save abi to file - serde_json::to_writer(std::fs::File::create(abi_path)?, &abi)?; + serde_json::to_writer(std::fs::File::create(_abi_path)?, &abi)?; } else { return Err( "Neither input or output data source is on-chain. Atleast one must be on chain.".into(), diff --git a/src/graph/mod.rs b/src/graph/mod.rs index fdb229298..6953ab48e 100644 --- a/src/graph/mod.rs +++ b/src/graph/mod.rs @@ -35,6 +35,7 @@ use halo2_proofs::{ use halo2curves::bn256::{self, Bn256, Fr as Fp, G1Affine}; use halo2curves::ff::PrimeField; use log::{debug, error, info, trace, warn}; +use maybe_rayon::prelude::{IntoParallelRefIterator, ParallelIterator}; pub use model::*; pub use node::*; #[cfg(feature = "python-bindings")] @@ -43,7 +44,6 @@ use pyo3::prelude::*; use pyo3::types::PyDict; #[cfg(feature = "python-bindings")] use pyo3::ToPyObject; -use rayon::prelude::{IntoParallelRefIterator, ParallelIterator}; use serde::{Deserialize, Serialize}; use std::io::{Read, Write}; use std::ops::Deref; @@ -955,11 +955,16 @@ impl GraphCircuit { (ASSUMED_BLINDING_FACTORS + RESERVED_BLINDING_ROWS_PAD) as f64 } - fn calc_safe_range(res: &GraphWitness) -> (i128, i128) { - ( - RANGE_MULTIPLIER * res.min_lookup_inputs, - RANGE_MULTIPLIER * res.max_lookup_inputs, - ) + fn calc_safe_lookup_range(res: &GraphWitness, lookup_safety_margin: i128) -> (i128, i128) { + let mut margin = ( + lookup_safety_margin * res.min_lookup_inputs, + lookup_safety_margin * res.max_lookup_inputs, + ); + if lookup_safety_margin == 1 { + margin.0 -= 1; + margin.1 += 1; + } + margin } fn calc_num_cols(safe_range: (i128, i128), max_logrows: u32) -> usize { @@ -974,6 +979,7 @@ impl GraphCircuit { &mut self, res: &GraphWitness, max_logrows: Option, + lookup_safety_margin: i128, ) -> Result<(), Box> { // load the max logrows let max_logrows = max_logrows.unwrap_or(MAX_PUBLIC_SRS); @@ -982,14 +988,15 @@ impl GraphCircuit { let reserved_blinding_rows = Self::reserved_blinding_rows(); // check if has overflowed max lookup input - if res.max_lookup_inputs > MAX_LOOKUP_ABS / RANGE_MULTIPLIER - || res.min_lookup_inputs < -MAX_LOOKUP_ABS / RANGE_MULTIPLIER + if res.max_lookup_inputs > MAX_LOOKUP_ABS / lookup_safety_margin + || res.min_lookup_inputs < -MAX_LOOKUP_ABS / lookup_safety_margin { let err_string = format!("max lookup input ({}) is too large", res.max_lookup_inputs); + error!("{}", err_string); return Err(err_string.into()); } - let safe_range = Self::calc_safe_range(res); + let safe_range = Self::calc_safe_lookup_range(res, lookup_safety_margin); let mut min_logrows = MIN_LOGROWS; // degrade the max logrows until the extended k is small enough while min_logrows < max_logrows @@ -1008,6 +1015,7 @@ impl GraphCircuit { "extended k is too large to accommodate the quotient polynomial with logrows {}", min_logrows ); + error!("{}", err_string); return Err(err_string.into()); } @@ -1113,6 +1121,7 @@ impl GraphCircuit { &mut self, input: &[Tensor], max_logrows: Option, + lookup_safety_margin: i128, ) -> Result> { let res = self.forward(&mut input.to_vec(), None, None)?; self.calc_min_logrows(&res, max_logrows)?; diff --git a/src/graph/model.rs b/src/graph/model.rs index 703e72985..2438b2280 100644 --- a/src/graph/model.rs +++ b/src/graph/model.rs @@ -610,7 +610,7 @@ impl Model { debug!("intermediate min lookup inputs: {}", min); } debug!( - "------------ output node int {}: {} \n ------------ float: {} \n ------------ max: {} \n ------------ min: {}", + "------------ output node int {}: {} \n ------------ float: {} \n ------------ max: {} \n ------------ min: {} ------------ scale: {}", idx, res.output.map(crate::fieldutils::felt_to_i32).show(), res.output @@ -619,6 +619,7 @@ impl Model { .show(), res.output.clone().into_iter().map(crate::fieldutils::felt_to_i128).max().unwrap_or(0), res.output.clone().into_iter().map(crate::fieldutils::felt_to_i128).min().unwrap_or(0), + n.out_scale ); results.insert(idx, vec![res.output]); } @@ -977,10 +978,7 @@ impl Model { visibility: visibility.clone(), }; - let out_dims = node_output_shapes(n)? - .iter() - .map(|shape| Ok(shape.as_ref().ok_or("missing shape dims")?.clone())) - .collect::, Box>>()?; + let out_dims = node_output_shapes(n, symbol_values)?; let mut output_scales = BTreeMap::new(); diff --git a/src/graph/node.rs b/src/graph/node.rs index d10e92754..42c46bb4a 100644 --- a/src/graph/node.rs +++ b/src/graph/node.rs @@ -528,6 +528,8 @@ impl Node { idx: usize, symbol_values: &SymbolValues, ) -> Result> { + use log::warn; + trace!("Create {:?}", node); trace!("Create op {:?}", node.op); @@ -603,21 +605,25 @@ impl Node { .into_iter() .filter(|i| !deleted_indices.contains(i)) { - let input_node = other_nodes - .get_mut(&inputs[input].idx()) - .ok_or("input not found")?; - let input_opkind = &mut input_node.opkind(); - if let Some(constant) = input_opkind.get_mutable_constant() { - rescale_const_with_single_use( - constant, - in_scales.clone(), - param_visibility, - input_node.num_uses(), - )?; - input_node.replace_opkind(constant.clone_dyn().into()); - let out_scale = input_opkind.out_scale(vec![])?; - input_node.bump_scale(out_scale); - in_scales[input] = out_scale; + if inputs.len() > input { + let input_node = other_nodes + .get_mut(&inputs[input].idx()) + .ok_or("input not found")?; + let input_opkind = &mut input_node.opkind(); + if let Some(constant) = input_opkind.get_mutable_constant() { + rescale_const_with_single_use( + constant, + in_scales.clone(), + param_visibility, + input_node.num_uses(), + )?; + input_node.replace_opkind(constant.clone_dyn().into()); + let out_scale = input_opkind.out_scale(vec![])?; + input_node.bump_scale(out_scale); + in_scales[input] = out_scale; + } + } else { + warn!("input {} not found for rescaling, skipping ...", input); } } @@ -630,20 +636,9 @@ impl Node { out_scale = opkind.out_scale(in_scales)?; // get the output shape - let mut out_dims = { - let output_shapes = match node_output_shapes(&node) { - Ok(s) => Some(s), - _ => None, - }; - - if let Some([Some(v)]) = output_shapes.as_deref() { - v.to_vec() - } else if let Some([Some(v), Some(_)]) = output_shapes.as_deref() { - v.to_vec() - } else { - return Err("could not get output shape for node".into()); - } - }; + let out_dims = node_output_shapes(&node, symbol_values)?; + // nodes vs subgraphs always have a single output + let mut out_dims = out_dims[0].clone(); if out_dims.is_empty() { out_dims = vec![1]; diff --git a/src/graph/utilities.rs b/src/graph/utilities.rs index 7af5d644e..c92568335 100644 --- a/src/graph/utilities.rs +++ b/src/graph/utilities.rs @@ -88,11 +88,14 @@ pub fn multiplier_to_scale(mult: f64) -> crate::Scale { #[cfg(not(target_arch = "wasm32"))] pub fn node_output_shapes( node: &OnnxNode>, -) -> Result>>, Box> { + symbol_values: &SymbolValues, +) -> Result>, Box> { let mut shapes = Vec::new(); let outputs = node.outputs.to_vec(); for output in outputs { - let mv = output.fact.shape.clone().as_concrete().map(|x| x.to_vec()); + let shape = output.fact.shape; + let shape = shape.eval_to_usize(symbol_values)?; + let mv = shape.to_vec(); shapes.push(mv) } Ok(shapes) @@ -105,7 +108,7 @@ pub fn extract_tensor_value( input: Arc, symbol_values: &SymbolValues, ) -> Result, Box> { - use rayon::prelude::{IntoParallelRefIterator, ParallelIterator}; + use maybe_rayon::prelude::{IntoParallelRefIterator, ParallelIterator}; let dt = input.datum_type(); let dims = input.shape().to_vec(); @@ -308,7 +311,13 @@ pub fn new_op_from_onnx( deleted_indices.push(inputs.len() - 1); op = SupportedOp::Hybrid(crate::circuit::ops::hybrid::HybridOp::Gather { dim: axis, - constant_idx: Some(c.raw_values.map(|x| x as usize)), + constant_idx: Some(c.raw_values.map(|x| { + if x == -1.0 { + inputs[0].out_dims()[0][axis] - 1 + } else { + x as usize + } + })), }); } // } @@ -337,7 +346,11 @@ pub fn new_op_from_onnx( op.fallback_k.to_i64()? as usize }; - SupportedOp::Hybrid(crate::circuit::ops::hybrid::HybridOp::TopK { dim: axis, k }) + SupportedOp::Hybrid(crate::circuit::ops::hybrid::HybridOp::TopK { + dim: axis, + k, + largest: op.largest, + }) } "Onehot" => { let op = load_op::(node.op(), idx, node.op().name().to_string())?; @@ -789,8 +802,8 @@ pub fn new_op_from_onnx( if input_scales[0] != 0 { replace_const( 0, - SupportedOp::Nonlinear(LookupOp::Div { - denom: crate::circuit::utils::F32(scale_to_multiplier( + SupportedOp::Nonlinear(LookupOp::Cast { + scale: crate::circuit::utils::F32(scale_to_multiplier( input_scales[0], ) as f32), @@ -1357,11 +1370,8 @@ pub fn new_op_from_onnx( } "RmAxis" | "Reshape" | "AddAxis" => { // Extract the slope layer hyperparams - let shapes = node_output_shapes(&node)?; - let mut output_shape = shapes[0] - .as_ref() - .ok_or(GraphError::InvalidDims(idx, "reshape".to_string()))? - .clone(); + let shapes = node_output_shapes(&node, symbol_values)?; + let mut output_shape = shapes[0].clone(); if output_shape.is_empty() { output_shape = vec![1]; } diff --git a/src/pfsys/evm/mod.rs b/src/pfsys/evm/mod.rs index 3d3d91651..06da47759 100644 --- a/src/pfsys/evm/mod.rs +++ b/src/pfsys/evm/mod.rs @@ -2,8 +2,6 @@ use thiserror::Error; /// Aggregate proof generation for EVM pub mod aggregation; -/// Simple (single) proof generation for EVM -pub mod single; #[derive(Error, Debug)] /// Errors related to evm verification @@ -27,5 +25,3 @@ pub enum EvmVerificationError { #[error("Invalid visibility")] InvalidVisibility, } -/// YulCode type which is just an alias of string -pub type YulCode = String; diff --git a/src/pfsys/evm/single.rs b/src/pfsys/evm/single.rs deleted file mode 100644 index 2b71b5f01..000000000 --- a/src/pfsys/evm/single.rs +++ /dev/null @@ -1,53 +0,0 @@ -use crate::pfsys::evm::YulCode; -use halo2_proofs::poly::commitment::ParamsProver; -use halo2_proofs::{plonk::VerifyingKey, poly::kzg::commitment::ParamsKZG}; -use halo2curves::bn256::{Bn256, Fq, Fr, G1Affine}; -use snark_verifier::{ - loader::evm::EvmLoader, - pcs::kzg::{Gwc19, KzgAs}, - system::halo2::{compile, transcript::evm::EvmTranscript, Config}, - verifier::{self, SnarkVerifier}, -}; -use std::rc::Rc; -use thiserror::Error; - -type PlonkVerifier = verifier::plonk::PlonkVerifier>; - -#[derive(Error, Debug)] -/// Errors related to simple evm verifier generation -pub enum SimpleError { - /// proof read errors - #[error("Failed to read proof")] - ProofRead, - /// proof verification errors - #[error("Failed to verify proof")] - ProofVerify, -} - -/// Create EVM verifier yulcode -pub fn gen_evm_verifier( - params: &ParamsKZG, - vk: &VerifyingKey, - num_instance: usize, -) -> Result { - let protocol = compile( - params, - vk, - Config::kzg().with_num_instance(vec![num_instance]), - ); - let vk = (params.get_g()[0], params.g2(), params.s_g2()).into(); - - let loader = EvmLoader::new::(); - let protocol = protocol.loaded(&loader); - let mut transcript = EvmTranscript::<_, Rc, _, _>::new(&loader); - - let instances = transcript.load_instances(vec![num_instance]); - let proof = PlonkVerifier::read_proof(&vk, &protocol, &instances, &mut transcript) - .map_err(|_| SimpleError::ProofRead)?; - PlonkVerifier::verify(&vk, &protocol, &instances, &proof) - .map_err(|_| SimpleError::ProofVerify)?; - - let yul_code = &loader.yul_code(); - - Ok(yul_code.clone()) -} diff --git a/src/python.rs b/src/python.rs index 61beedcd2..bcce9a39c 100644 --- a/src/python.rs +++ b/src/python.rs @@ -509,6 +509,7 @@ fn gen_settings( model = PathBuf::from(DEFAULT_MODEL), settings = PathBuf::from(DEFAULT_SETTINGS), target = CalibrationTarget::default(), // default is "resources + lookup_safety_margin = DEFAULT_LOOKUP_SAFETY_MARGIN.parse().unwrap(), scales = None, max_logrows = None, ))] @@ -517,10 +518,20 @@ fn calibrate_settings( model: PathBuf, settings: PathBuf, target: CalibrationTarget, + lookup_safety_margin: i128, scales: Option>, max_logrows: Option, ) -> Result { - crate::execute::calibrate(model, data, settings, target, scales, max_logrows).map_err(|e| { + crate::execute::calibrate( + model, + data, + settings, + target, + lookup_safety_margin, + scales, + max_logrows, + ) + .map_err(|e| { let err_str = format!("Failed to calibrate settings: {}", e); PyRuntimeError::new_err(err_str) })?; @@ -803,32 +814,21 @@ fn create_evm_verifier( // creates an EVM compatible data attestation verifier, you will need solc installed in your environment to run this #[pyfunction(signature = ( input_data=PathBuf::from(DEFAULT_DATA), - vk_path=PathBuf::from(DEFAULT_VK), settings_path=PathBuf::from(DEFAULT_SETTINGS), sol_code_path=PathBuf::from(DEFAULT_SOL_CODE_DA), abi_path=PathBuf::from(DEFAULT_VERIFIER_DA_ABI), - srs_path=None, ))] fn create_evm_data_attestation( input_data: PathBuf, - vk_path: PathBuf, settings_path: PathBuf, sol_code_path: PathBuf, abi_path: PathBuf, - srs_path: Option, ) -> Result { - crate::execute::create_evm_data_attestation( - vk_path, - srs_path, - settings_path, - sol_code_path, - abi_path, - input_data, - ) - .map_err(|e| { - let err_str = format!("Failed to run create_evm_data_attestation: {}", e); - PyRuntimeError::new_err(err_str) - })?; + crate::execute::create_evm_data_attestation(settings_path, sol_code_path, abi_path, input_data) + .map_err(|e| { + let err_str = format!("Failed to run create_evm_data_attestation: {}", e); + PyRuntimeError::new_err(err_str) + })?; Ok(true) } diff --git a/src/tensor/mod.rs b/src/tensor/mod.rs index fa1a40058..1d4816851 100644 --- a/src/tensor/mod.rs +++ b/src/tensor/mod.rs @@ -6,7 +6,7 @@ pub mod val; pub mod var; use halo2curves::ff::PrimeField; -use rayon::{ +use maybe_rayon::{ prelude::{ IndexedParallelIterator, IntoParallelRefIterator, IntoParallelRefMutIterator, ParallelIterator, @@ -43,8 +43,8 @@ pub enum TensorError { #[error("dimension mismatch in tensor op: {0}")] DimMismatch(String), /// Shape when instantiating - #[error("dimensionality error when manipulating a tensor")] - DimError, + #[error("dimensionality error when manipulating a tensor: {0}")] + DimError(String), /// wrong method was called on a tensor-like struct #[error("wrong method called")] WrongMethod, @@ -57,6 +57,9 @@ pub enum TensorError { /// Table lookup error #[error("Table lookup error")] TableLookupError, + /// Unsupported operation + #[error("Unsupported operation on a tensor type")] + Unsupported, } /// The (inner) type of tensor elements. @@ -432,9 +435,9 @@ impl From> for Tensor> } impl - rayon::iter::IntoParallelIterator for Tensor + maybe_rayon::iter::IntoParallelIterator for Tensor { - type Iter = rayon::vec::IntoIter; + type Iter = maybe_rayon::vec::IntoIter; type Item = T; fn into_par_iter(self) -> Self::Iter { self.inner.into_par_iter() @@ -442,9 +445,9 @@ impl } impl<'data, T: Clone + TensorType + std::marker::Send + std::marker::Sync> - rayon::iter::IntoParallelRefMutIterator<'data> for Tensor + maybe_rayon::iter::IntoParallelRefMutIterator<'data> for Tensor { - type Iter = rayon::slice::IterMut<'data, T>; + type Iter = maybe_rayon::slice::IterMut<'data, T>; type Item = &'data mut T; fn par_iter_mut(&'data mut self) -> Self::Iter { self.inner.par_iter_mut() @@ -464,7 +467,11 @@ impl Tensor { match values { Some(v) => { if total_dims != v.len() { - return Err(TensorError::DimError); + return Err(TensorError::DimError(format!( + "Cannot create tensor of length {} with dims {:?}", + v.len(), + dims + ))); } Ok(Tensor { inner: Vec::from(v), @@ -631,7 +638,10 @@ impl Tensor { return Ok(self.clone()); } if self.dims.len() < indices.len() { - return Err(TensorError::DimError); + return Err(TensorError::DimError(format!( + "The dimensionality of the slice {:?} is greater than the tensor's {:?}", + indices, self.dims + ))); } else if indices.iter().map(|x| x.end - x.start).collect::>() == self.dims { // else if slice is the same as dims, return self return Ok(self.clone()); @@ -802,7 +812,9 @@ impl Tensor { // in onnx parlance this corresponds to converting a tensor to a single element if new_dims.is_empty() { if !(self.len() == 1 || self.is_empty()) { - return Err(TensorError::DimError); + return Err(TensorError::DimError( + "Cannot reshape to empty tensor".to_string(), + )); } self.dims = vec![]; } else { @@ -812,7 +824,11 @@ impl Tensor { 0 }; if self.len() != product { - return Err(TensorError::DimError); + return Err(TensorError::DimError(format!( + "Cannot reshape tensor of length {} to {:?}", + self.len(), + new_dims + ))); } self.dims = Vec::from(new_dims); } @@ -882,7 +898,9 @@ impl Tensor { } else if i > destination && source > destination { old_coord[i - 1] = *c; } else { - return Err(TensorError::DimError); + return Err(TensorError::DimError( + "Unknown condition for moving the axis".to_string(), + )); } } output.set(&coord, self.get(&old_coord)); @@ -964,7 +982,11 @@ impl Tensor { /// ``` pub fn expand(&self, shape: &[usize]) -> Result { if self.dims().len() > shape.len() { - return Err(TensorError::DimError); + return Err(TensorError::DimError(format!( + "Cannot expand {:?} to the smaller shape {:?}", + self.dims(), + shape + ))); } if shape == self.dims() { @@ -973,7 +995,10 @@ impl Tensor { for d in self.dims() { if !(shape.contains(d) || *d == 1) { - return Err(TensorError::DimError); + return Err(TensorError::DimError(format!( + "The current dimension {} must be contained in the new shape {:?} or be 1", + d, shape + ))); } } diff --git a/src/tensor/ops.rs b/src/tensor/ops.rs index f77a99a4c..47d9ebfb7 100644 --- a/src/tensor/ops.rs +++ b/src/tensor/ops.rs @@ -1,7 +1,7 @@ use super::TensorError; use crate::tensor::{Tensor, TensorType}; use itertools::Itertools; -use rayon::{ +use maybe_rayon::{ iter::IndexedParallelIterator, iter::IntoParallelRefMutIterator, iter::ParallelIterator, prelude::IntoParallelRefIterator, }; @@ -56,7 +56,7 @@ pub fn iff< let masked_a = (mask.clone() * a.clone())?; - let masked_b = ((Tensor::from(vec![T::one().ok_or(TensorError::DimError)?].into_iter()) + let masked_b = ((Tensor::from(vec![T::one().ok_or(TensorError::Unsupported)?].into_iter()) - mask.clone())? * b.clone())?; @@ -305,10 +305,10 @@ pub fn greater< ) -> Result<(Tensor, Vec>), TensorError> { let mask_inter = (a.clone() - b.clone())?; let mask = mask_inter.map(|x| { - if x > T::zero().ok_or(TensorError::DimError).unwrap() { - T::one().ok_or(TensorError::DimError).unwrap() + if x > T::zero().ok_or(TensorError::Unsupported).unwrap() { + T::one().ok_or(TensorError::Unsupported).unwrap() } else { - T::zero().ok_or(TensorError::DimError).unwrap() + T::zero().ok_or(TensorError::Unsupported).unwrap() } }); Ok((mask, vec![mask_inter])) @@ -348,10 +348,10 @@ pub fn greater_equal< ) -> Result<(Tensor, Vec>), TensorError> { let mask_inter = (a.clone() - b.clone())?; let mask = mask_inter.map(|x| { - if x >= T::zero().ok_or(TensorError::DimError).unwrap() { - T::one().ok_or(TensorError::DimError).unwrap() + if x >= T::zero().ok_or(TensorError::Unsupported).unwrap() { + T::one().ok_or(TensorError::Unsupported).unwrap() } else { - T::zero().ok_or(TensorError::DimError).unwrap() + T::zero().ok_or(TensorError::Unsupported).unwrap() } }); Ok((mask, vec![mask_inter])) @@ -1415,14 +1415,18 @@ pub fn prod_axes + Send + Sync>( /// Some(&[2, 15, 2, 1, 1, 0]), /// &[6], /// ).unwrap(); -/// let result = topk(&x, 3).unwrap(); +/// let result = topk(&x, 3, true).unwrap(); /// let expected = Tensor::::new( /// Some(&[15, 2, 2]), /// &[3], /// ).unwrap(); /// assert_eq!(result, expected); /// ``` -pub fn topk(a: &Tensor, k: usize) -> Result, TensorError> { +pub fn topk( + a: &Tensor, + k: usize, + largest: bool, +) -> Result, TensorError> { let mut indexed_a = a.clone(); indexed_a.flatten(); @@ -1432,7 +1436,11 @@ pub fn topk(a: &Tensor, k: usize) -> Result>(); - indexed_a.sort_by(|(_, a), (_, b)| b.partial_cmp(a).unwrap()); + if largest { + indexed_a.sort_by(|(_, a), (_, b)| b.partial_cmp(a).unwrap()); + } else { + indexed_a.sort_by(|(_, a), (_, b)| a.partial_cmp(b).unwrap()); + } let indexed_a = indexed_a .into_iter() @@ -1454,6 +1462,8 @@ pub fn topk(a: &Tensor, k: usize) -> Result(a: &Tensor, k: usize) -> Result::new( /// Some(&[15, 2, 1, 1]), /// &[2,2], @@ -1473,6 +1483,7 @@ pub fn topk_axes( a: &Tensor, k: usize, dim: usize, + largest: bool, ) -> Result, TensorError> { let mut new_dims = a.dims().to_vec(); new_dims[dim] = k; @@ -1496,7 +1507,7 @@ pub fn topk_axes( } } let sliced_value = a.get_slice(&slice)?; - let topk = topk(&sliced_value, k)?; + let topk = topk(&sliced_value, k, largest)?; Ok(topk[coord[dim]].clone()) })?; diff --git a/src/tensor/val.rs b/src/tensor/val.rs index e375d6169..c768ac324 100644 --- a/src/tensor/val.rs +++ b/src/tensor/val.rs @@ -586,7 +586,10 @@ impl ValTensor { } ValTensor::Instance { dims: d, idx, .. } => { if d[*idx].iter().product::() != new_dims.iter().product::() { - return Err(Box::new(TensorError::DimError)); + return Err(Box::new(TensorError::DimError(format!( + "Cannot reshape {:?} to {:?} as they have number of elements", + d[*idx], new_dims + )))); } d[*idx] = new_dims.to_vec(); } diff --git a/tests/integration_tests.rs b/tests/integration_tests.rs index 906f7268d..0507618a0 100644 --- a/tests/integration_tests.rs +++ b/tests/integration_tests.rs @@ -1997,8 +1997,6 @@ mod native_tests { &settings_arg, "--sol-code-path", sol_arg.as_str(), - "--vk-path", - &vk_arg, "-D", test_on_chain_data_path.as_str(), ]) diff --git a/tests/python/binding_tests.py b/tests/python/binding_tests.py index 1951bfd45..96104395b 100644 --- a/tests/python/binding_tests.py +++ b/tests/python/binding_tests.py @@ -137,7 +137,7 @@ def test_calibrate_over_user_range(): assert res == True res = ezkl.calibrate_settings( - data_path, model_path, output_path, "resources", [0, 1, 2]) + data_path, model_path, output_path, "resources", 1, [0, 1, 2]) assert res == True assert os.path.isfile(output_path) diff --git a/tests/wasm/model.compiled b/tests/wasm/model.compiled index ee8f96f18..c0e4c8023 100644 Binary files a/tests/wasm/model.compiled and b/tests/wasm/model.compiled differ diff --git a/tests/wasm/proof.json b/tests/wasm/proof.json index aa3006e6c..1aba7b13e 100644 --- a/tests/wasm/proof.json +++ b/tests/wasm/proof.json @@ -1,7333 +1 @@ -{ - "protocol": { - "domain": { - "k": 6, - "n": 64, - "n_inv": [ - 0, - 0, - 0, - 288230376151711744 - ], - "gen": 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\ No newline at end of file diff --git a/tests/wasm/settings.json b/tests/wasm/settings.json index abc2c77cf..fcdf185f0 100644 --- a/tests/wasm/settings.json +++ b/tests/wasm/settings.json @@ -1 +1 @@ -{"run_args":{"tolerance":{"val":0.0,"scale":1.0},"input_scale":0,"param_scale":0,"scale_rebase_multiplier":10,"lookup_range":[-2,0],"logrows":6,"num_inner_cols":2,"variables":[["batch_size",1]],"input_visibility":"Private","output_visibility":"Public","param_visibility":"Private"},"num_rows":16,"total_assignments":32,"total_const_size":8,"model_instance_shapes":[[1,4]],"model_output_scales":[0],"model_input_scales":[0],"module_sizes":{"kzg":[],"poseidon":[0,[0]],"elgamal":[0,[0]]},"required_lookups":["ReLU"],"check_mode":"UNSAFE","version":"0.0.0","num_blinding_factors":null,"timestamp":1702474230544} \ No newline at end of file +{"run_args":{"tolerance":{"val":0.0,"scale":1.0},"input_scale":0,"param_scale":0,"scale_rebase_multiplier":10,"lookup_range":[-2,0],"logrows":6,"num_inner_cols":2,"variables":[["batch_size",1]],"input_visibility":"Private","output_visibility":"Public","param_visibility":"Private"},"num_rows":16,"total_assignments":32,"total_const_size":8,"model_instance_shapes":[[1,4]],"model_output_scales":[0],"model_input_scales":[0],"module_sizes":{"kzg":[],"poseidon":[0,[0]]},"required_lookups":["ReLU"],"check_mode":"UNSAFE","version":"0.0.0","num_blinding_factors":null,"timestamp":1702474230544} \ No newline at end of file