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tfhe-rs-1.
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23
Makefile
23
Makefile
@@ -170,23 +170,23 @@ install_tarpaulin: install_rs_build_toolchain
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.PHONY: install_cargo_dylint # Install custom tfhe-rs lints
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install_cargo_dylint:
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cargo install cargo-dylint dylint-link
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cargo install --locked cargo-dylint dylint-link
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.PHONY: install_typos_checker # Install typos checker
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install_typos_checker: install_rs_build_toolchain
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@typos --version > /dev/null 2>&1 || \
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cargo $(CARGO_RS_BUILD_TOOLCHAIN) install typos-cli || \
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cargo $(CARGO_RS_BUILD_TOOLCHAIN) install --locked typos-cli || \
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( echo "Unable to install typos-cli, unknown error." && exit 1 )
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.PHONY: install_zizmor # Install zizmor workflow security checker
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install_zizmor: install_rs_build_toolchain
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@zizmor --version > /dev/null 2>&1 || \
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cargo $(CARGO_RS_BUILD_TOOLCHAIN) install zizmor --version ~1.9 || \
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cargo $(CARGO_RS_BUILD_TOOLCHAIN) install --locked zizmor --version ~1.9 || \
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( echo "Unable to install zizmor, unknown error." && exit 1 )
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.PHONY: install_cargo_cross # Install custom tfhe-rs lints
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.PHONY: install_cargo_cross # Install cross for big endian tests
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install_cargo_cross: install_rs_build_toolchain
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cargo $(CARGO_RS_BUILD_TOOLCHAIN) install cross
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cargo $(CARGO_RS_BUILD_TOOLCHAIN) install --locked cross
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.PHONY: setup_venv # Setup Python virtualenv for wasm tests
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setup_venv:
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@@ -515,10 +515,10 @@ clippy_hpu_backend: install_rs_check_toolchain
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-p tfhe-hpu-backend -- --no-deps -D warnings
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.PHONY: clippy_hpu_mockup # Run clippy lints on tfhe-hpu-mockup
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clippy_hpu: install_rs_check_toolchain
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clippy_hpu_mockup: install_rs_check_toolchain
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RUSTFLAGS="$(RUSTFLAGS)" cargo "$(CARGO_RS_CHECK_TOOLCHAIN)" clippy \
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--all-targets \
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-p tfhe-hpu-backend -- --no-deps -D warnings
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-p tfhe-hpu-mockup -- --no-deps -D warnings
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.PHONY: check_rust_bindings_did_not_change # Check rust bindings are up to date for tfhe-cuda-backend
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check_rust_bindings_did_not_change:
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@@ -1108,6 +1108,10 @@ check_intra_md_links: install_mlc
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check_md_links: install_mlc
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mlc --match-file-extension tfhe/docs
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.PHONY: check_doc_paths_use_dash # Check paths use "-" instead of "_" in docs for gitbook compatibility
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check_doc_paths_use_dash:
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python3 ./scripts/check_doc_paths_use_dash.py
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.PHONY: check_parameter_export_ok # Checks exported "current" shortint parameter module is correct
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check_parameter_export_ok:
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python3 ./scripts/check_current_param_export.py
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@@ -1552,7 +1556,8 @@ sha256_bool: install_rs_check_toolchain
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.PHONY: pcc # pcc stands for pre commit checks (except GPU)
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pcc: no_tfhe_typo no_dbg_log check_parameter_export_ok check_fmt check_typos lint_doc \
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check_md_docs_are_tested check_intra_md_links clippy_all check_compile_tests test_tfhe_lints \
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check_md_docs_are_tested check_intra_md_links check_doc_paths_use_dash \
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clippy_all check_compile_tests test_tfhe_lints \
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tfhe_lints
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.PHONY: pcc_gpu # pcc stands for pre commit checks for GPU compilation
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@@ -1564,7 +1569,7 @@ pcc_hpu: clippy_hpu clippy_hpu_backend clippy_hpu_mockup test_integer_hpu_mockup
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.PHONY: fpcc # pcc stands for pre commit checks, the f stands for fast
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fpcc: no_tfhe_typo no_dbg_log check_parameter_export_ok check_fmt check_typos lint_doc \
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check_md_docs_are_tested clippy_fast check_compile_tests
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check_md_docs_are_tested check_intra_md_links check_doc_paths_use_dash clippy_fast check_compile_tests
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.PHONY: conformance # Automatically fix problems that can be fixed
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conformance: fix_newline fmt fmt_js
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@@ -149,7 +149,7 @@ To run this code, use the following command:
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> Note that when running code that uses `TFHE-rs`, it is highly recommended
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to run in release mode with cargo's `--release` flag to have the best performances possible.
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*Find an example with more explanations in [this part of the documentation](https://docs.zama.ai/tfhe-rs/get-started/quick_start)*
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*Find an example with more explanations in [this part of the documentation](https://docs.zama.ai/tfhe-rs/get-started/quick-start)*
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<p align="right">
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<a href="#about" > ↑ Back to top </a>
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51
scripts/check_doc_paths_use_dash.py
Normal file
51
scripts/check_doc_paths_use_dash.py
Normal file
@@ -0,0 +1,51 @@
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#!/usr/bin/env python3
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# Verify there are not underscores in docs dirs to avoid issues between github and gitbook.
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# The mix of both was creating more issues than necessary, so using the least common denominator of
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# the "-" instead of "_"
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from pathlib import Path
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import os
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DEBUG = False
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def main():
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curr_file_path = Path(__file__)
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root_dir = curr_file_path.parent.parent.resolve()
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docs_dir = root_dir / "tfhe/docs"
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if not docs_dir.exists():
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raise ValueError(f"{docs_dir} does not exist")
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problems = []
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for idx, (subdirs, dirs, files) in enumerate(os.walk(docs_dir)):
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if DEBUG:
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print(idx, (subdirs, dirs, files))
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subdirs = Path(subdirs).resolve()
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for dir_ in dirs:
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if "_" in str(dir_):
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problems.append(
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f"Found dir: {dir_} in {subdirs} containing a '_' instead of a '-', "
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f"this is not allowed"
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)
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for file in files:
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if "_" in str(file):
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problems.append(
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f"Found file: {file} in {subdirs} containing a '_' instead of a '-', "
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f"this is not allowed"
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)
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if len(problems) != 0:
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for problem in problems:
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print(problem)
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raise ValueError
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if __name__ == "__main__":
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main()
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@@ -12,7 +12,7 @@ const DIR_TO_IGNORE: [&str; 3] = [
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const FILES_TO_IGNORE: [&str; 8] = [
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// This contains fragments of code that are unrelated to TFHE-rs
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"tfhe/docs/tutorials/sha256_bool.md",
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"tfhe/docs/tutorials/sha256-bool.md",
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// TODO: This contains code that could be executed as a trivium docstring
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"apps/trivium/README.md",
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// TODO: should we test this ?
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@@ -123,7 +123,17 @@ pub fn check_tfhe_docs_are_tested() -> Result<(), Error> {
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}
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for value_to_remove in FILES_TO_IGNORE {
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let path_to_remove = curr_dir.join(value_to_remove).canonicalize()?.to_path_buf();
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let file_to_ignore = curr_dir.join(value_to_remove);
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if !file_to_ignore.exists() {
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return Err(Error::new(
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ErrorKind::InvalidData,
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format!(
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"Encountered errors while ignoring files: {} does not exist",
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file_to_ignore.display()
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),
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));
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}
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let path_to_remove = file_to_ignore.canonicalize()?.to_path_buf();
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doc_files.remove(&path_to_remove);
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}
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@@ -178,8 +178,8 @@ mod cuda {
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use tfhe::core_crypto::prelude::*;
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use tfhe::shortint::engine::ShortintEngine;
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use tfhe::shortint::parameters::{
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ModulusSwitchType, NOISE_SQUASHING_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
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PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
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ModulusSwitchType, NOISE_SQUASHING_PARAM_GPU_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
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PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
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};
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use tfhe::shortint::server_key::ModulusSwitchNoiseReductionKey;
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@@ -191,8 +191,8 @@ mod cuda {
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.measurement_time(std::time::Duration::from_secs(30));
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type Scalar = u128;
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let input_params = PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128;
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let squash_params = NOISE_SQUASHING_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128;
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let input_params = PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128;
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let squash_params = NOISE_SQUASHING_PARAM_GPU_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128;
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let lwe_noise_distribution_u64 = DynamicDistribution::new_t_uniform(46);
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let ct_modulus_u64: CiphertextModulus<u64> = CiphertextModulus::new_native();
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@@ -1,6 +1,6 @@
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[package]
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name = "tfhe"
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version = "1.3.0"
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version = "1.3.2"
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edition = "2021"
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readme = "../README.md"
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keywords = ["fully", "homomorphic", "encryption", "fhe", "cryptography"]
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|
Before Width: | Height: | Size: 15 KiB After Width: | Height: | Size: 15 KiB |
|
Before Width: | Height: | Size: 23 KiB After Width: | Height: | Size: 23 KiB |
@@ -1,50 +1,64 @@
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||||
<?xml version="1.0" ?>
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||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 720 560" preserveAspectRatio="meet" width="100%" height="560">
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||||
<rect x="0" y="0" width="720" height="40" fill="black"/>
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||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Size</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="405.0" y="20.0">CPU</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="615.0" y="20.0">GPU</text>
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||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Backend</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="370.0" y="20.0">CPU</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="510.0" y="20.0">GPU</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="650.0" y="20.0">HPU</text>
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<rect x="0" y="40" width="300" height="520" fill="#fbbc04"/>
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<rect x="300" y="40" width="420" height="520" fill="#f3f3f3"/>
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||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Negation (-)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="60.0">106 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="60.0">23.5 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="60.0">91.7 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">17.0 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="60.0">15.9 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Add / Sub (+,-)</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="100.0">105 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="100.0">23.5 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="100.0">113 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">17.0 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="100.0">15.0 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Mul (x)</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="140.0">401 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="140.0">254 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="140.0">417 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">83.8 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="140.0">155 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Equal / Not Equal (eq, ne)</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="180.0">81.2 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="180.0">16.1 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="180.0">83.4 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">15.6 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="180.0">11.6 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Comparisons (ge, gt, le, lt)</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="220.0">102 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="220.0">23.9 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="220.0">106 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">21.6 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="220.0">12.2 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="260.0">Max / Min (max, min)</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="260.0">145 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="260.0">40.6 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="260.0">152 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">29.7 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="260.0">18.9 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="300.0">Bitwise operations (&, |, ^)</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="300.0">20.7 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="300.0">5.79 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="300.0">23.7 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">3.4 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="300.0">6.28 ms</text>
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||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="340.0">Div / Rem (/, %)</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="340.0">8.22 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="340.0">1.88 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="340.0">6.13 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">2.03 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="340.0">1.27 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="380.0">Left / Right Shifts (<<, >>)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="380.0">134 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="380.0">83.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="380.0">145 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">31.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="380.0">121 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="420.0">Left / Right Rotations (left_rotate, right_rotate)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="420.0">133 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="420.0">83.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="420.0">146 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">33.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="420.0">131 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="460.0">Leading / Trailing zeros/ones</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="460.0">247 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="460.0">341 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="460.0">266 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="460.0">43.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="460.0">22.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="500.0">Log2</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="500.0">267 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="500.0">341 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="500.0">288 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="500.0">50.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="500.0">22.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="540.0">Select</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="405.0" y="540.0">32.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="615.0" y="540.0">16.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="370.0" y="540.0">37.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="540.0">8.52 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="650.0" y="540.0">10.6 ms</text>
|
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
|
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
|
||||
@@ -61,6 +75,7 @@
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<line stroke="white" stroke-width="2" x1="0" y1="520" x2="720" y2="520"/>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="0" y2="560"/>
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<line stroke="white" stroke-width="2" x1="300.0" y1="0" x2="300.0" y2="560"/>
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<line stroke="white" stroke-width="2" x1="510.0" y1="0" x2="510.0" y2="560"/>
|
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<line stroke="white" stroke-width="2" x1="440.0" y1="0" x2="440.0" y2="560"/>
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<line stroke="white" stroke-width="2" x1="580.0" y1="0" x2="580.0" y2="560"/>
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<line stroke="white" stroke-width="2" x1="720.0" y1="0" x2="720.0" y2="560"/>
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</svg>
|
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|
Before Width: | Height: | Size: 8.3 KiB After Width: | Height: | Size: 10 KiB |
@@ -15,83 +15,83 @@
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<rect x="0" y="40" width="300" height="520" fill="#fbbc04"/>
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<rect x="300" y="40" width="420" height="520" fill="#f3f3f3"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Negation (-)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">48.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">57.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">78.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">103 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">162 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">54.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">64.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">66.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">91.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">117 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Add / Sub (+,-)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">52.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">58.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">79.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">101 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">161 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">61.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">63.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">87.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">113 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">181 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Mul (x)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">94.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">136 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">210 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">381 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">1.1 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">105 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">155 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">229 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">417 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">1.18 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Equal / Not Equal (eq, ne)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">36.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">55.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">55.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">76.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">77.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">35.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">58.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">59.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">83.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">85.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Comparisons (ge, gt, le, lt)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">36.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">54.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">73.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">94.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">136 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">41.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">58.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">82.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">106 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">152 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="260.0">Max / Min (max, min)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">74.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">94.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">115 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">138 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">183 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">84.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">101 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">126 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">152 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">203 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="300.0">Bitwise operations (&, |, ^)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">18.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">19.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">19.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">20.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">22.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">20.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">21.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">22.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">23.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">25.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="340.0">Div / Rem (/, %)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">667 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">1.49 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">3.39 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">7.87 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">19.6 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">529 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">1.19 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">2.67 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">6.13 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">15.1 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="380.0">Left / Right Shifts (<<, >>)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">59.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">79.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">100 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">128 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">169 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">64.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">87.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">113 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">145 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">190 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="420.0">Left / Right Rotations (left_rotate, right_rotate)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">57.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">77.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">98.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">128 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">178 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">63.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">87.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">114 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">146 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">194 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="460.0">Leading / Trailing zeros/ones</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="460.0">96.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="460.0">153 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="460.0">172 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="460.0">234 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="460.0">291 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="460.0">105 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="460.0">173 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="460.0">193 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="460.0">266 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="460.0">325 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="500.0">Log2</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="500.0">114 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="500.0">170 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="500.0">195 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="500.0">256 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="500.0">312 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="500.0">121 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="500.0">185 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="500.0">214 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="500.0">288 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="500.0">344 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="540.0">Select</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="540.0">28.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="540.0">29.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="540.0">31.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="540.0">31.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="540.0">34.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="540.0">32.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="540.0">32.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="540.0">33.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="540.0">37.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="540.0">39.7 ms</text>
|
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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|
Before Width: | Height: | Size: 16 KiB After Width: | Height: | Size: 16 KiB |
@@ -15,65 +15,65 @@
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<rect x="300" y="40" width="420" height="400" fill="#f3f3f3"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Add / Sub (+,-)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">52.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">60.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">64.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">89.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">111 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">58.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">65.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">66.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">92.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">120 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Mul (x)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">74.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">125 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">175 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">242 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">453 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">85.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">135 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">185 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">255 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">487 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Equal / Not Equal (eq, ne)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">32.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">35.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">55.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">58.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">79.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">38.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">36.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">57.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">58.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">81.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Comparisons (ge, gt, le, lt)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">37.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">36.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">56.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">78.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">101 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">36.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">38.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">58.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">81.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">105 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Max / Min (max, min)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">52.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">57.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">78.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">103 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">123 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">61.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">61.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">81.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">104 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">126 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="260.0">Bitwise operations (&, |, ^)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">18.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">19.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">21.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">23.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">24.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">21.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">21.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">21.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">23.5 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">25.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="300.0">Div (/)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">139 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">202 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">280 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">456 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">912 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">147 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">211 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">306 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">500 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">857 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="340.0">Rem (%)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">275 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">366 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">536 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">778 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">1.37 s</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">308 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">406 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">554 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">807 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">1.36 s</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="380.0">Left / Right Shifts (<<, >>)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">20.0 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">20.3 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">21.2 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">23.2 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">24.2 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">22.0 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">21.5 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">22.0 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">23.3 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">25.3 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="420.0">Left / Right Rotations (left_rotate, right_rotate)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">19.5 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">20.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">21.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">23.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">24.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">21.4 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">20.9 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">22.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">23.4 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">25.5 ms</text>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Precision (bits)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="352.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="352.5" y="29.666666666666668">2</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="457.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="457.5" y="29.666666666666668">4</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="562.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="562.5" y="29.666666666666668">6</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="667.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="667.5" y="29.666666666666668">8</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">10.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">13.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">113 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="60.0">1.44 s</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">4.25 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">7.96 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">77.8 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="100.0">555 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">KS - PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">12.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">15.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="140.0">127 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="140.0">1.45 s</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">KS - MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">5.8 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="180.0">11.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">126 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="180.0">731 ms</text>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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<line stroke="white" stroke-width="2" x1="0" y1="120" x2="720" y2="120"/>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="0" y2="200"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Precision (bits)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="352.5" y="20.0">2</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="457.5" y="20.0">4</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="562.5" y="20.0">6</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="667.5" y="20.0">8</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="352.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="352.5" y="29.666666666666668">2</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="457.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="457.5" y="29.666666666666668">4</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="562.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="562.5" y="29.666666666666668">6</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="667.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="667.5" y="29.666666666666668">8</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">8.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">11.8 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">6.44 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">12.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">102 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="60.0">649 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="60.0">484 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">4.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">4.43 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">27.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="100.0">248 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">KS-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">11.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">14.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">3.55 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">5.07 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">37.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="100.0">238 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">KS - PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">8.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">14.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="140.0">118 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="140.0">873 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">KS-MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">5.97 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="180.0">7.55 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">44.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="180.0">453 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="140.0">545 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">KS - MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">6.15 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="180.0">6.69 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">49.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="180.0">329 ms</text>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Precision (bits)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="352.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="352.5" y="29.666666666666668">2</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="457.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="457.5" y="29.666666666666668">4</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="562.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="562.5" y="29.666666666666668">6</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="667.5" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="667.5" y="29.666666666666668">8</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">9.61 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">12.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">106 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="60.0">651 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">4.61 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">5.23 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">39.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="100.0">230 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">KS - PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">11.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">15.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="140.0">121 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="140.0">863 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">KS - MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">5.31 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="180.0">6.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">49.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="180.0">290 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Negation (-)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">9.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">9.99 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">14.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">19.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">33.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">9.01 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">10.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">13.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">17.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">25.2 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Add / Sub (+,-)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">9.52 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">10.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">14.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">19.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">33.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">9.05 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">10.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">13.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">17.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">25.3 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Mul (x)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">19.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">28.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">59.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">166 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">556 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">22.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">30.9 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">43.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">83.8 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">221 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Equal / Not Equal (eq, ne)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">6.68 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">10.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">10.8 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">14.8 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">17.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">6.62 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">10.7 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">11.5 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">15.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">17.4 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Comparisons (ge, gt, le, lt)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">10.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">13.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">17.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">21.8 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">28.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">9.93 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">14.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">18.8 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">21.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">26.7 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="260.0">Max / Min (max, min)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">16.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">20.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">25.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">32.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">46.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">16.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">21.2 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">25.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">29.7 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">35.9 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="300.0">Bitwise operations (&, |, ^)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">3.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">3.12 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">3.59 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">4.49 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">6.04 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">2.89 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">3.32 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">3.34 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">3.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">3.68 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="340.0">Div / Rem (/, %)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">218 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">456 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">1.02 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">2.43 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">6.28 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">195 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">421 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">914 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">2.03 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">4.83 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="380.0">Left / Right Shifts (<<, >>)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">18.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">24.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">32.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">49.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">98.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">18.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">21.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">26.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">31.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">42.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="420.0">Left / Right Rotations (left_rotate, right_rotate)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">18.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">24.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">32.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">49.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">98.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">18.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">23.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">27.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">33.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">42.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="460.0">Leading / Trailing zeros/ones</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="460.0">21.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="460.0">27.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="460.0">36.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="460.0">51.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="460.0">93.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="460.0">22.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="460.0">31.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="460.0">34.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="460.0">43.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="460.0">54.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="500.0">Log2</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="500.0">37.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="500.0">50.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="500.0">91.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="500.0">275 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="500.0">992 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="500.0">27.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="500.0">37.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="500.0">41.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="500.0">50.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="500.0">61.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="540.0">Select</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="540.0">6.21 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="540.0">6.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="540.0">8.25 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="540.0">10.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="540.0">17.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="540.0">6.24 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="540.0">6.75 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="540.0">6.97 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="540.0">8.52 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="540.0">9.5 ms</text>
|
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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|
Before Width: | Height: | Size: 16 KiB After Width: | Height: | Size: 16 KiB |
@@ -15,65 +15,65 @@
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<rect x="300" y="40" width="420" height="400" fill="#f3f3f3"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Add / Sub (+,-)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">51.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">56.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">57.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">78.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">104 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">9.19 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">10.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">13.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">17.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">25.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Mul (x)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">75.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">118 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">161 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">222 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">419 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">17.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">25.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">36.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">51.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">106 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Equal / Not Equal (eq, ne)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">34.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">35.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">56.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">54.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">75.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">7.09 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">8.74 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">12.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">13.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">17.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Comparisons (ge, gt, le, lt)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">36.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">35.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">53.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">73.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">94.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">8.82 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">13.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">16.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">20.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">25.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Max / Min (max, min)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">55.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">55.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">74.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">95.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">117 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">15.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">20.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">23.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">28.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">34.3 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="260.0">Bitwise operations (&, |, ^)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">19.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">19.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">19.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">21.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">22.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">3.08 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">3.81 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">3.82 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">3.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">4.25 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="300.0">Div (/)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">137 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">189 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">269 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">451 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">833 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">26.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">37.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">53.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">90.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">211 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="340.0">Rem (%)</text>
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||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">268 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">344 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">492 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">719 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">1.27 s</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">51.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">70.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">97.7 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">150 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">310 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="380.0">Left / Right Shifts (<<, >>)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">18.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">19.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">19.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">20.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">21.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">2.85 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">3.5 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">3.39 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">3.45 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">3.73 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="420.0">Left / Right Rotations (left_rotate, right_rotate)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">19.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">19.4 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">19.9 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">21.4 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">22.7 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">2.87 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">3.38 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">3.4 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">3.47 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">3.75 ms</text>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">PBS</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">8.53 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">11.3 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">60.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">8.99 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">11.4 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">59.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="60.0">N/A</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">KS - PBS</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">8.64 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">11.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">61.0 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">MB-PBS</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">1.98 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">2.32 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">12.2 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="100.0">N/A</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">MB-PBS</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">2.06 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">2.31 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="140.0">12.3 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">KS - PBS</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">9.0 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">11.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="140.0">59.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="140.0">N/A</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">KS - MB-PBS</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">2.17 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">2.13 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="180.0">2.49 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">13.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">12.9 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="180.0">N/A</text>
|
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">PBS</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">9.98 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">13.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">239 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">6.68 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">10.3 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">53.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="60.0">N/A</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">KS - PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">10.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">13.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">241 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">MB-PBS</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">1.76 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">1.95 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">5.89 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="100.0">N/A</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">MB-PBS</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">2.14 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">2.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="140.0">13.2 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">KS - PBS</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">7.05 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">10.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="140.0">53.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="140.0">N/A</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">KS - MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">2.28 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="180.0">2.68 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">14.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">1.76 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="180.0">2.11 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">6.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="180.0">N/A</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">6.74 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">10.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">57.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">8.59 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">10.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">55.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="60.0">N/A</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">KS - PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">7.13 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">11.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">57.8 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">1.89 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">2.11 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">11.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="100.0">N/A</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">1.75 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">2.06 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="140.0">6.34 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">KS - PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">8.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">11.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="140.0">55.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="140.0">N/A</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">KS - MB-PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">1.84 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="180.0">2.24 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">6.93 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">2.02 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="180.0">2.29 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">11.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="180.0">N/A</text>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Negation (-)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">48.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">57.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">79.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">105 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">159 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">6.28 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">8.61 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">8.31 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">15.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">22.6 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Add / Sub (+,-)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">53.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">59.8 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">82.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">109 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">165 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">5.56 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">8.18 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">8.24 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">15.0 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">22.9 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Mul (x)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">97.5 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">141 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">213 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">400 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">1.14 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">10.4 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">22.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">51.8 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">155 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">609 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Equal / Not Equal (eq, ne)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">36.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">56.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">56.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">81.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">82.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">6.18 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">8.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">10.9 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">11.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">17.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Comparisons (ge, gt, le, lt)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">37.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">54.8 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">76.7 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">99.0 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">145 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">6.32 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">7.82 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">11.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">12.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">18.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="260.0">Max / Min (max, min)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">76.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">97.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">121 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">148 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">194 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">8.22 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">10.2 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">12.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">18.9 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">30.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="300.0">Bitwise operations (&, |, ^)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">18.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">19.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">20.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">22.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">23.8 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">4.26 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">4.25 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">5.79 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">6.28 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">11.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="340.0">Div / Rem (/, %)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">644 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">1.49 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">3.44 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">8.49 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">20.9 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">64.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">147 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">388 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">1.27 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">4.7 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="380.0">Left / Right Shifts (<<, >>)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">58.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">81.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">107 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">142 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">178 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">8.96 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">8.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">43.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">121 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">425 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="420.0">Left / Right Rotations (left_rotate, right_rotate)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">59.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">81.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">107 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">142 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">186 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">7.76 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">10.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">51.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">131 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">467 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="460.0">Leading / Trailing zeros/ones</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="460.0">95.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="460.0">159 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="460.0">182 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="460.0">255 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="460.0">304 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="460.0">7.98 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="460.0">9.79 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="460.0">14.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="460.0">22.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="460.0">36.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="500.0">Log2</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="500.0">114 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="500.0">173 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="500.0">199 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="500.0">280 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="500.0">327 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="500.0">6.77 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="500.0">10.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="500.0">14.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="500.0">22.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="500.0">35.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="540.0">Select</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="540.0">29.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="540.0">32.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="540.0">33.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="540.0">36.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="540.0">37.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="540.0">4.22 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="540.0">6.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="540.0">6.14 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="540.0">10.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="540.0">14.5 ms</text>
|
||||
<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
|
||||
<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
|
||||
<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
|
||||
|
Before Width: | Height: | Size: 16 KiB After Width: | Height: | Size: 16 KiB |
@@ -1,5 +1,5 @@
|
||||
<?xml version="1.0" ?>
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 720 280" preserveAspectRatio="meet" width="100%" height="280">
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 720 240" preserveAspectRatio="meet" width="100%" height="240">
|
||||
<rect x="0" y="0" width="720" height="40" fill="black"/>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Size</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="342.0" y="13.333333333333334">FheUint</text>
|
||||
@@ -12,56 +12,49 @@
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="594.0" y="29.666666666666668">64</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="678.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="678.0" y="29.666666666666668">128</text>
|
||||
<rect x="0" y="40" width="300" height="240" fill="#fbbc04"/>
|
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<rect x="300" y="40" width="420" height="240" fill="#f3f3f3"/>
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<rect x="0" y="40" width="300" height="200" fill="#fbbc04"/>
|
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<rect x="300" y="40" width="420" height="200" fill="#f3f3f3"/>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Add / Sub (+,-)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">6.56 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">7.85 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">7.93 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">13.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">22.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">5.99 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">8.03 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">8.38 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">14.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">23.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Mul (x)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">10.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">19.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">51.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">149 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">585 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Equal / Not Equal (eq, ne)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">6.74 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">8.14 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">9.18 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">12.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">18.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Comparisons (ge, gt, le, lt)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">6.84 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">7.83 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">10.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">11.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">18.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Bitwise operations (&, |, ^)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">4.22 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">3.92 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">5.57 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">6.26 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">11.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="260.0">Select</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">3.37 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">6.11 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">6.09 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">10.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">14.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">10.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">23.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">53.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">155 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">613 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Div / Rem (/, %)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">60.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">148 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Left / Right Shifts (<<, >>)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">4.29 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">4.19 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">4.17 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">4.03 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">4.11 ms</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Left / Right Rotations (left_rotate, right_rotate)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">3.58 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">4.24 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">4.07 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">3.94 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">3.67 ms</text>
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@@ -1,8 +1,5 @@
|
||||
---
|
||||
description: >-
|
||||
TFHE-rs is a pure Rust implementation of TFHE for Boolean and integer
|
||||
arithmetics over encrypted data. It includes a Rust and C API, as well as a
|
||||
client-side WASM API.
|
||||
description:
|
||||
layout:
|
||||
title:
|
||||
visible: true
|
||||
@@ -18,17 +15,21 @@ layout:
|
||||
|
||||
# Welcome to TFHE-rs
|
||||
|
||||
TFHE-rs is a pure Rust implementation of TFHE for Boolean and integer arithmetics over encrypted data. It includes a Rust and C API, as well as a client-side WASM API.
|
||||
|
||||
TFHE-rs also includes a [GPU accelerated backend](configuration/gpu-acceleration/run-on-gpu.md) as well as an [HPU accelerated backend](configuration/hpu-acceleration/run-on-hpu.md).
|
||||
|
||||
## Get started
|
||||
|
||||
Learn the basics of TFHE-rs, set it up, and make it run with ease.
|
||||
|
||||
<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><strong>What is TFHE-rs?</strong></td><td>Understand TFHE-rs library and basic cryptographic concepts</td><td><a href="getting_started/README.md">getting_started</a></td><td><a href=".gitbook/assets/start1.png">start1.png</a></td></tr><tr><td><strong>Installation</strong></td><td>Follow the step by step guide to import TFHE-rs in your project</td><td><a href="getting_started/installation.md">installation.md</a></td><td><a href=".gitbook/assets/start2.png">start2.png</a></td></tr><tr><td><strong>Quick start</strong></td><td>See a full example of using TFHE-rs to compute on encrypted data</td><td><a href="getting_started/quick_start.md">quick_start.md</a></td><td><a href=".gitbook/assets/start3.png">start3.png</a></td></tr></tbody></table>
|
||||
<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><strong>What is TFHE-rs?</strong></td><td>Understand TFHE-rs library and basic cryptographic concepts</td><td><a href="getting-started/README.md">getting-started</a></td><td><a href=".gitbook/assets/start1.png">start1.png</a></td></tr><tr><td><strong>Installation</strong></td><td>Follow the step by step guide to import TFHE-rs in your project</td><td><a href="getting-started/installation.md">installation.md</a></td><td><a href=".gitbook/assets/start2.png">start2.png</a></td></tr><tr><td><strong>Quick start</strong></td><td>See a full example of using TFHE-rs to compute on encrypted data</td><td><a href="getting-started/quick-start.md">quick-start.md</a></td><td><a href=".gitbook/assets/start3.png">start3.png</a></td></tr></tbody></table>
|
||||
|
||||
## Build with TFHE-rs
|
||||
|
||||
Start building with TFHE-rs by exploring its core features, discovering essential guides, and learning more with user-friendly tutorials.
|
||||
|
||||
<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><strong>FHE Computations</strong></td><td>Run FHE computation on encrypted data.</td><td><ul><li><a href="fhe-computation/types/">Types </a></li><li><a href="fhe-computation/operations/">Operations</a></li></ul></td><td><a href=".gitbook/assets/build1.png">build1.png</a></td></tr><tr><td><strong>Configuration</strong></td><td>Advanced configuration for better performance.</td><td><ul><li><a href="configuration/rust_configuration.md">Advanced Rust </a></li><li><a href="configuration/gpu_acceleration/run_on_gpu.md">GPU acceleration</a></li><li><a href="configuration/hpu_acceleration/run_on_hpu.md">HPU acceleration</a></li></ul></td><td><a href=".gitbook/assets/build2.png">build2.png</a></td></tr><tr><td><strong>Integration</strong></td><td>Use TFHE-rs in different contexts or platforms..</td><td><ul><li><a href="integration/c_api.md">C API</a></li><li><a href="integration/js_on_wasm_api.md">JS on WASM API</a></li></ul></td><td><a href=".gitbook/assets/build3.png">build3.png</a></td></tr></tbody></table>
|
||||
<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><strong>FHE Computations</strong></td><td>Run FHE computation on encrypted data.</td><td><ul><li><a href="fhe-computation/types/">Types </a></li><li><a href="fhe-computation/operations/">Operations</a></li></ul></td><td><a href=".gitbook/assets/build1.png">build1.png</a></td></tr><tr><td><strong>Configuration</strong></td><td>Advanced configuration for better performance.</td><td><ul><li><a href="configuration/rust-configuration.md">Advanced Rust </a></li><li><a href="configuration/gpu-acceleration/run-on-gpu.md">GPU acceleration</a></li><li><a href="configuration/hpu-acceleration/run-on-hpu.md">HPU acceleration</a></li></ul></td><td><a href=".gitbook/assets/build2.png">build2.png</a></td></tr><tr><td><strong>Integration</strong></td><td>Use TFHE-rs in different contexts or platforms..</td><td><ul><li><a href="integration/c-api.md">C API</a></li><li><a href="integration/js-on-wasm-api.md">JS on WASM API</a></li></ul></td><td><a href=".gitbook/assets/build3.png">build3.png</a></td></tr></tbody></table>
|
||||
|
||||
## Explore more
|
||||
|
||||
@@ -38,9 +39,9 @@ Access to additional resources and join the Zama community.
|
||||
|
||||
Explore step-by-step guides that walk you through real-world uses of TFHE-rs. 
|
||||
|
||||
* [Homomorphic parity bit](tutorials/parity_bit.md): Learn how to implement a parity bit calculation over encrypted data
|
||||
* [Homomorphic case changing on ASCII string](tutorials/ascii_fhe_string.md): See how to process string data securely by changing cases while keeping the data encrypted.
|
||||
* [SHA256 with Boolean API](tutorials/sha256_bool.md): Delve into a more complex example: implementing the SHA256 hash function entirely on encrypted boolean values.
|
||||
* [Homomorphic parity bit](tutorials/parity-bit.md): Learn how to implement a parity bit calculation over encrypted data
|
||||
* [Homomorphic case changing on ASCII string](tutorials/ascii-fhe-string.md): See how to process string data securely by changing cases while keeping the data encrypted.
|
||||
* [SHA256 with Boolean API](tutorials/sha256-bool.md): Delve into a more complex example: implementing the SHA256 hash function entirely on encrypted boolean values.
|
||||
* [All tutorials](tutorials/see-all-tutorials.md): A complete list of all available tutorials in one place.tutorials: A complete list of all available tutorials in one place.
|
||||
|
||||
### References & Explanations
|
||||
@@ -58,7 +59,7 @@ Take a deep dive into TFHE-rs, exploring APIs from the highest to the lowest lev
|
||||
Ask technical questions and discuss with the community. Our team of experts usually answers within 24 hours during working days.
|
||||
|
||||
* [Community forum](https://community.zama.ai/)
|
||||
* [Discord channel](https://discord.com/invite/zama)
|
||||
* [Discord channel](https://discord.com/invite/fhe-org)
|
||||
|
||||
### Developers
|
||||
|
||||
@@ -70,9 +71,3 @@ Collaborate with us to advance the FHE spaces and drive innovation together.
|
||||
* [Report a bug](https://github.com/zama-ai/tfhe-rs/issues/new?assignees=\&labels=triage_required\&projects=\&template=bug_report.md\&title=)
|
||||
|
||||
***
|
||||
|
||||
{% hint style="success" %}
|
||||
**Zama 5-Question Developer Survey**
|
||||
|
||||
We want to hear from you! Take 1 minute to share your thoughts and helping us enhance our documentation and libraries. **👉** [**Click here**](https://www.zama.ai/developer-survey) to participate.
|
||||
{% endhint %}
|
||||
|
||||
@@ -4,20 +4,20 @@
|
||||
|
||||
## Get Started
|
||||
|
||||
* [What is TFHE-rs?](getting_started/README.md)
|
||||
* [Installation](getting_started/installation.md)
|
||||
* [Quick start](getting_started/quick_start.md)
|
||||
* [Benchmarks](getting_started/benchmarks/README.md)
|
||||
* [CPU Benchmarks](getting_started/benchmarks/cpu/README.md)
|
||||
* [Integer](getting_started/benchmarks/cpu/cpu_integer_operations.md)
|
||||
* [Programmable bootstrapping](getting_started/benchmarks/cpu/cpu_programmable_bootstrapping.md)
|
||||
* [GPU Benchmarks](getting_started/benchmarks/gpu/README.md)
|
||||
* [Integer](getting_started/benchmarks/gpu/gpu_integer_operations.md)
|
||||
* [Programmable bootstrapping](getting_started/benchmarks/gpu/gpu_programmable_bootstrapping.md)
|
||||
* [HPU Benchmarks](getting_started/benchmarks/hpu/README.md)
|
||||
* [Integer](getting_started/benchmarks/hpu/hpu_integer_operations.md)
|
||||
* [Zero-knowledge proof benchmarks](getting_started/benchmarks/zk_proof_benchmarks.md)
|
||||
* [Security and cryptography](getting_started/security_and_cryptography.md)
|
||||
* [What is TFHE-rs?](getting-started/README.md)
|
||||
* [Installation](getting-started/installation.md)
|
||||
* [Quick start](getting-started/quick-start.md)
|
||||
* [Benchmarks](getting-started/benchmarks/README.md)
|
||||
* [CPU Benchmarks](getting-started/benchmarks/cpu/README.md)
|
||||
* [Integer](getting-started/benchmarks/cpu/cpu-integer-operations.md)
|
||||
* [Programmable bootstrapping](getting-started/benchmarks/cpu/cpu-programmable-bootstrapping.md)
|
||||
* [GPU Benchmarks](getting-started/benchmarks/gpu/README.md)
|
||||
* [Integer](getting-started/benchmarks/gpu/gpu-integer-operations.md)
|
||||
* [Programmable bootstrapping](getting-started/benchmarks/gpu/gpu-programmable-bootstrapping.md)
|
||||
* [HPU Benchmarks](getting-started/benchmarks/hpu/README.md)
|
||||
* [Integer](getting-started/benchmarks/hpu/hpu-integer-operations.md)
|
||||
* [Zero-knowledge proof benchmarks](getting-started/benchmarks/zk-proof-benchmarks.md)
|
||||
* [Security and cryptography](getting-started/security-and-cryptography.md)
|
||||
|
||||
## FHE Computation
|
||||
|
||||
@@ -44,49 +44,54 @@
|
||||
* [Data handling](fhe-computation/data-handling/README.md)
|
||||
* [Compressing ciphertexts/keys](fhe-computation/data-handling/compress.md)
|
||||
* [Serialization/deserialization](fhe-computation/data-handling/serialization.md)
|
||||
* [Data versioning](fhe-computation/data-handling/data_versioning.md)
|
||||
* [Data versioning](fhe-computation/data-handling/data-versioning.md)
|
||||
* [Advanced features](fhe-computation/advanced-features/README.md)
|
||||
* [Encrypted pseudo random values](fhe-computation/advanced-features/encrypted-prf.md)
|
||||
* [Overflow detection](fhe-computation/advanced-features/overflow_operations.md)
|
||||
* [Public key encryption](fhe-computation/advanced-features/public_key.md)
|
||||
* [Trivial ciphertexts](fhe-computation/advanced-features/trivial_ciphertext.md)
|
||||
* [Overflow detection](fhe-computation/advanced-features/overflow-operations.md)
|
||||
* [Public key encryption](fhe-computation/advanced-features/public-key.md)
|
||||
* [Trivial ciphertexts](fhe-computation/advanced-features/trivial-ciphertext.md)
|
||||
* [Zero-knowledge proofs](fhe-computation/advanced-features/zk-pok.md)
|
||||
* [Multi-threading with Rayon crate](fhe-computation/advanced-features/rayon_crate.md)
|
||||
* [Multi-threading with Rayon crate](fhe-computation/advanced-features/rayon-crate.md)
|
||||
* [Noise squashing](fhe-computation/advanced-features/noise-squashing.md)
|
||||
* [Key upgrade](fhe-computation/advanced-features/upgrade-key-chain.md)
|
||||
* [Tooling](fhe-computation/tooling/README.md)
|
||||
* [PBS statistics](fhe-computation/tooling/pbs-stats.md)
|
||||
* [Generic trait bounds](fhe-computation/tooling/trait_bounds.md)
|
||||
* [Generic trait bounds](fhe-computation/tooling/trait-bounds.md)
|
||||
* [Debugging](fhe-computation/tooling/debug.md)
|
||||
|
||||
## Hardware acceleration
|
||||
* [GPU acceleration](configuration/gpu-acceleration/run-on-gpu.md)
|
||||
* [A simple example](configuration/gpu-acceleration/simple-example.md)
|
||||
* [Operations](configuration/gpu-acceleration/gpu-operations.md)
|
||||
* [Compressing ciphertexts](configuration/gpu-acceleration/compressing-ciphertexts.md)
|
||||
* [Array types](configuration/gpu-acceleration/array-type.md)
|
||||
* [ZK-POKs](configuration/gpu-acceleration/zk-pok.md)
|
||||
* [Multi-GPU support](configuration/gpu-acceleration/multi-gpu.md)
|
||||
* [HPU acceleration](configuration/hpu-acceleration/run-on-hpu.md)
|
||||
* [Benchmark](configuration/hpu-acceleration/benchmark.md)
|
||||
|
||||
## Configuration
|
||||
|
||||
* [Advanced Rust setup](configuration/rust_configuration.md)
|
||||
* [GPU acceleration](configuration/gpu_acceleration/run_on_gpu.md)
|
||||
* [Operations](configuration/gpu_acceleration/gpu_operations.md)
|
||||
* [Benchmark](configuration/gpu_acceleration/benchmark.md)
|
||||
* [Compressing ciphertexts](configuration/gpu_acceleration/compressing_ciphertexts.md)
|
||||
* [Array types](configuration/gpu_acceleration/array_type.md)
|
||||
* [Multi-GPU support](configuration/gpu_acceleration/multi_gpu.md)
|
||||
* [HPU acceleration](configuration/hpu_acceleration/run_on_hpu.md)
|
||||
* [Benchmark](configuration/hpu_acceleration/benchmark.md)
|
||||
* [Parallelized PBS](configuration/parallelized_pbs.md)
|
||||
* [Advanced Rust setup](configuration/rust-configuration.md)
|
||||
* [Parallelized PBS](configuration/parallelized-pbs.md)
|
||||
|
||||
## Integration
|
||||
|
||||
* [JS on WASM API](integration/js_on_wasm_api.md)
|
||||
* [High-level API in C](integration/c_api.md)
|
||||
* [JS on WASM API](integration/js-on-wasm-api.md)
|
||||
* [High-level API in C](integration/c-api.md)
|
||||
|
||||
## Tutorials
|
||||
|
||||
* [Homomorphic parity bit](tutorials/parity_bit.md)
|
||||
* [Homomorphic case changing on Ascii string](tutorials/ascii_fhe_string.md)
|
||||
* [SHA256 with Boolean API](tutorials/sha256_bool.md)
|
||||
* [Homomorphic parity bit](tutorials/parity-bit.md)
|
||||
* [Homomorphic case changing on Ascii string](tutorials/ascii-fhe-string.md)
|
||||
* [SHA256 with Boolean API](tutorials/sha256-bool.md)
|
||||
* [All tutorials](tutorials/see-all-tutorials.md)
|
||||
|
||||
## References
|
||||
|
||||
* [API references](https://docs.rs/tfhe/latest/tfhe/)
|
||||
* [Fine-grained APIs](references/fine-grained-apis/README.md)
|
||||
* [Quick start](references/fine-grained-apis/quick_start.md)
|
||||
* [Quick start](references/fine-grained-apis/quick-start.md)
|
||||
* [Boolean](references/fine-grained-apis/boolean/README.md)
|
||||
* [Operations](references/fine-grained-apis/boolean/operations.md)
|
||||
* [Cryptographic parameters](references/fine-grained-apis/boolean/parameters.md)
|
||||
|
||||
@@ -1,30 +0,0 @@
|
||||
<?xml version="1.0" ?>
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 720 120" preserveAspectRatio="meet" width="100%" height="120">
|
||||
<rect x="0" y="0" width="720" height="40" fill="black"/>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Precision (bits)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="352.5" y="20.0">2</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="457.5" y="20.0">4</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="562.5" y="20.0">6</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="667.5" y="20.0">8</text>
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<rect x="300" y="40" width="420" height="80" fill="#f3f3f3"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">PBS</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">9.61 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">12.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">111 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="60.0">1.5 s</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">KS - PBS</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">10.9 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">14.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">129 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="100.0">1.44 s</text>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="0" y2="120"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Precision (bits)</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="352.5" y="20.0">2</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="457.5" y="20.0">4</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="562.5" y="20.0">6</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="667.5" y="20.0">8</text>
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<rect x="0" y="40" width="300" height="160" fill="#fbbc04"/>
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<rect x="300" y="40" width="420" height="160" fill="#f3f3f3"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">PBS</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="60.0">6.04 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="60.0">11.3 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="60.0">98.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="60.0">458 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">MB-PBS</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="100.0">3.41 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="100.0">4.58 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="100.0">37.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="100.0">156 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">KS-PBS</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="140.0">7.79 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="140.0">14.2 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="140.0">114 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="140.0">536 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">KS-MB-PBS</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="352.5" y="180.0">5.53 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="457.5" y="180.0">7.51 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="562.5" y="180.0">47.8 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="667.5" y="180.0">244 ms</text>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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<line stroke="white" stroke-width="2" x1="0" y1="120" x2="720" y2="120"/>
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<line stroke="white" stroke-width="2" x1="0" y1="160" x2="720" y2="160"/>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="0" y2="200"/>
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<line stroke="white" stroke-width="2" x1="300.0" y1="0" x2="300.0" y2="200"/>
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<line stroke="white" stroke-width="2" x1="405.0" y1="0" x2="405.0" y2="200"/>
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<line stroke="white" stroke-width="2" x1="510.0" y1="0" x2="510.0" y2="200"/>
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<line stroke="white" stroke-width="2" x1="615.0" y1="0" x2="615.0" y2="200"/>
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<line stroke="white" stroke-width="2" x1="720.0" y1="0" x2="720.0" y2="200"/>
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<?xml version="1.0" ?>
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<rect x="0" y="0" width="720" height="40" fill="black"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Size</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="342.0" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="342.0" y="29.666666666666668">8</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="426.0" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="426.0" y="29.666666666666668">16</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="510.0" y="13.333333333333334">FheUint</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="510.0" y="29.666666666666668">32</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="594.0" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="594.0" y="29.666666666666668">64</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="678.0" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="678.0" y="29.666666666666668">128</text>
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<rect x="0" y="40" width="300" height="440" fill="#fbbc04"/>
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<rect x="300" y="40" width="420" height="440" fill="#f3f3f3"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Add / Sub (+,-)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">9.65 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">11.0 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">16.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">23.5 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">47.3 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Mul (x)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">20.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">34.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">76.6 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">254 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">900 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Equal / Not Equal (eq, ne)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">6.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">10.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">11.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">16.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">22.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Comparisons (ge, gt, le, lt)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">9.71 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">13.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">17.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">23.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">35.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Max / Min (max, min)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">16.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">21.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">27.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">40.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">65.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="260.0">Bitwise operations (&, |, ^)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">3.02 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">3.53 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">4.28 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">5.79 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">10.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="300.0">Div / Rem (/, %)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">132 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">281 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">695 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">1.88 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">6.11 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="340.0">Left / Right Shifts (<<, >>)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">19.9 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">27.4 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">41.3 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">83.3 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">161 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="380.0">Left / Right Rotations (left_rotate, right_rotate)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">20.0 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">27.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">41.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">83.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">161 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="420.0">Log2</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">36.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">54.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">100 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">341 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">1.23 s</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="460.0">Select</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="460.0">6.67 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="460.0">7.92 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="460.0">10.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="460.0">16.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="460.0">30.1 ms</text>
|
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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<line stroke="white" stroke-width="2" x1="0" y1="120" x2="720" y2="120"/>
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<line stroke="white" stroke-width="2" x1="0" y1="160" x2="720" y2="160"/>
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<line stroke="white" stroke-width="2" x1="0" y1="200" x2="720" y2="200"/>
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<line stroke="white" stroke-width="2" x1="0" y1="240" x2="720" y2="240"/>
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<line stroke="white" stroke-width="2" x1="0" y1="280" x2="720" y2="280"/>
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<line stroke="white" stroke-width="2" x1="0" y1="320" x2="720" y2="320"/>
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<line stroke="white" stroke-width="2" x1="0" y1="360" x2="720" y2="360"/>
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<line stroke="white" stroke-width="2" x1="0" y1="400" x2="720" y2="400"/>
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<line stroke="white" stroke-width="2" x1="0" y1="440" x2="720" y2="440"/>
|
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="0" y2="480"/>
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<line stroke="white" stroke-width="2" x1="300.0" y1="0" x2="300.0" y2="480"/>
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||||
<line stroke="white" stroke-width="2" x1="384.0" y1="0" x2="384.0" y2="480"/>
|
||||
<line stroke="white" stroke-width="2" x1="468.0" y1="0" x2="468.0" y2="480"/>
|
||||
<line stroke="white" stroke-width="2" x1="552.0" y1="0" x2="552.0" y2="480"/>
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||||
<line stroke="white" stroke-width="2" x1="636.0" y1="0" x2="636.0" y2="480"/>
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<line stroke="white" stroke-width="2" x1="720.0" y1="0" x2="720.0" y2="480"/>
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|
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<?xml version="1.0" ?>
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 720 440" preserveAspectRatio="meet" width="100%" height="440">
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<rect x="0" y="0" width="720" height="40" fill="black"/>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Size</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="342.0" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="342.0" y="29.666666666666668">8</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="426.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="426.0" y="29.666666666666668">16</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="510.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="510.0" y="29.666666666666668">32</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="594.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="594.0" y="29.666666666666668">64</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="678.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="678.0" y="29.666666666666668">128</text>
|
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<rect x="0" y="40" width="300" height="400" fill="#fbbc04"/>
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<rect x="300" y="40" width="420" height="400" fill="#f3f3f3"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Add / Sub (+,-)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">9.65 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">11.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">16.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">23.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">47.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Mul (x)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">15.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">23.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">44.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">107 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">344 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Equal / Not Equal (eq, ne)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">6.72 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">7.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">10.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">11.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">17.0 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Comparisons (ge, gt, le, lt)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">8.18 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">11.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">15.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">19.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">26.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Max / Min (max, min)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">14.9 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">19.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">25.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">36.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">56.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="260.0">Bitwise operations (&, |, ^)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">3.04 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">3.51 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">4.32 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">5.77 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">10.9 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="300.0">Div (/)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">24.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">38.8 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">81.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">222 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">701 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="340.0">Rem (%)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">50.2 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">72.6 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">140 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">342 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">1.08 s</text>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="380.0">Left / Right Shifts (<<, >>)</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">3.04 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">3.51 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">4.33 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">5.79 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">10.9 ms</text>
|
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="420.0">Left / Right Rotations (left_rotate, right_rotate)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">3.05 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">3.53 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">4.34 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">5.81 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">10.9 ms</text>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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<line stroke="white" stroke-width="2" x1="0" y1="120" x2="720" y2="120"/>
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<line stroke="white" stroke-width="2" x1="0" y1="160" x2="720" y2="160"/>
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<line stroke="white" stroke-width="2" x1="0" y1="200" x2="720" y2="200"/>
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<line stroke="white" stroke-width="2" x1="0" y1="240" x2="720" y2="240"/>
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<line stroke="white" stroke-width="2" x1="0" y1="280" x2="720" y2="280"/>
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<line stroke="white" stroke-width="2" x1="0" y1="320" x2="720" y2="320"/>
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<line stroke="white" stroke-width="2" x1="0" y1="360" x2="720" y2="360"/>
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<line stroke="white" stroke-width="2" x1="0" y1="400" x2="720" y2="400"/>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="0" y2="440"/>
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<line stroke="white" stroke-width="2" x1="300.0" y1="0" x2="300.0" y2="440"/>
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<line stroke="white" stroke-width="2" x1="384.0" y1="0" x2="384.0" y2="440"/>
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<line stroke="white" stroke-width="2" x1="468.0" y1="0" x2="468.0" y2="440"/>
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<line stroke="white" stroke-width="2" x1="552.0" y1="0" x2="552.0" y2="440"/>
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<line stroke="white" stroke-width="2" x1="636.0" y1="0" x2="636.0" y2="440"/>
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<line stroke="white" stroke-width="2" x1="720.0" y1="0" x2="720.0" y2="440"/>
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</svg>
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|
Before Width: | Height: | Size: 13 KiB |
@@ -1,95 +0,0 @@
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<?xml version="1.0" ?>
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 720 440" preserveAspectRatio="meet" width="100%" height="440">
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<rect x="0" y="0" width="720" height="40" fill="black"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Size</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="342.0" y="13.333333333333334">FheUint</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="342.0" y="29.666666666666668">8</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="426.0" y="13.333333333333334">FheUint</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="426.0" y="29.666666666666668">16</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="510.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="510.0" y="29.666666666666668">32</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="594.0" y="13.333333333333334">FheUint</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="594.0" y="29.666666666666668">64</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="678.0" y="13.333333333333334">FheUint</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="678.0" y="29.666666666666668">128</text>
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<rect x="0" y="40" width="300" height="400" fill="#fbbc04"/>
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<rect x="300" y="40" width="420" height="400" fill="#f3f3f3"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Add / Sub (+,-)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">9.58 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">10.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">14.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">19.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">33.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Mul (x)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">15.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">21.8 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">38.4 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">89.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">273 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="140.0">Equal / Not Equal (eq, ne)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="140.0">6.99 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="140.0">7.57 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="140.0">10.8 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="140.0">11.7 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="140.0">16.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="180.0">Comparisons (ge, gt, le, lt)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="180.0">8.85 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="180.0">11.7 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="180.0">15.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="180.0">19.1 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="180.0">24.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="220.0">Max / Min (max, min)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="220.0">15.2 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="220.0">19.1 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="220.0">23.8 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="220.0">30.4 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="220.0">42.5 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="260.0">Bitwise operations (&, |, ^)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="260.0">3.12 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="260.0">3.24 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="260.0">3.74 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="260.0">4.63 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="260.0">6.14 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="300.0">Div (/)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="300.0">23.4 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="300.0">36.0 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="300.0">68.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="300.0">171 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="300.0">553 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="340.0">Rem (%)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="340.0">48.1 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="340.0">67.2 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="340.0">118 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="340.0">284 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="340.0">850 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="380.0">Left / Right Shifts (<<, >>)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="380.0">3.05 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="380.0">3.14 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="380.0">3.65 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="380.0">4.55 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="380.0">6.06 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="420.0">Left / Right Rotations (left_rotate, right_rotate)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="420.0">3.05 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="420.0">3.15 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="420.0">3.66 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="420.0">4.57 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="420.0">6.08 ms</text>
|
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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<line stroke="white" stroke-width="2" x1="0" y1="120" x2="720" y2="120"/>
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<line stroke="white" stroke-width="2" x1="0" y1="160" x2="720" y2="160"/>
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<line stroke="white" stroke-width="2" x1="0" y1="200" x2="720" y2="200"/>
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<line stroke="white" stroke-width="2" x1="0" y1="240" x2="720" y2="240"/>
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<line stroke="white" stroke-width="2" x1="0" y1="280" x2="720" y2="280"/>
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<line stroke="white" stroke-width="2" x1="0" y1="320" x2="720" y2="320"/>
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<line stroke="white" stroke-width="2" x1="0" y1="360" x2="720" y2="360"/>
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<line stroke="white" stroke-width="2" x1="0" y1="400" x2="720" y2="400"/>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="0" y2="440"/>
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<line stroke="white" stroke-width="2" x1="300.0" y1="0" x2="300.0" y2="440"/>
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<line stroke="white" stroke-width="2" x1="384.0" y1="0" x2="384.0" y2="440"/>
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||||
<line stroke="white" stroke-width="2" x1="468.0" y1="0" x2="468.0" y2="440"/>
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<line stroke="white" stroke-width="2" x1="552.0" y1="0" x2="552.0" y2="440"/>
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||||
<line stroke="white" stroke-width="2" x1="636.0" y1="0" x2="636.0" y2="440"/>
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<line stroke="white" stroke-width="2" x1="720.0" y1="0" x2="720.0" y2="440"/>
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</svg>
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|
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@@ -1,39 +0,0 @@
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||||
<?xml version="1.0" ?>
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 720 120" preserveAspectRatio="meet" width="100%" height="120">
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<rect x="0" y="0" width="720" height="40" fill="black"/>
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||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="6" y="20.0">Operation \ Size</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="342.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="342.0" y="29.666666666666668">8</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="426.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="426.0" y="29.666666666666668">16</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="510.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="510.0" y="29.666666666666668">32</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="594.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="594.0" y="29.666666666666668">64</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="678.0" y="13.333333333333334">FheUint</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="bold" fill="white" x="678.0" y="29.666666666666668">128</text>
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<rect x="0" y="40" width="300" height="80" fill="#fbbc04"/>
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<rect x="300" y="40" width="420" height="80" fill="#f3f3f3"/>
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<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="60.0">Add / Sub (+,-)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="60.0">7.04 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="60.0">9.02 ms</text>
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="60.0">7.84 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="60.0">14.6 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="60.0">23.2 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="start" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="6" y="100.0">Mul (x)</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="342.0" y="100.0">9.85 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="426.0" y="100.0">21.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="510.0" y="100.0">51.3 ms</text>
|
||||
<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="594.0" y="100.0">150 ms</text>
|
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<text dominant-baseline="middle" text-anchor="middle" font-family="Arial" font-size="14" font-weight="normal" fill="black" x="678.0" y="100.0">585 ms</text>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="720" y2="0"/>
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<line stroke="white" stroke-width="2" x1="0" y1="40" x2="720" y2="40"/>
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<line stroke="white" stroke-width="2" x1="0" y1="80" x2="720" y2="80"/>
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<line stroke="white" stroke-width="2" x1="0" y1="0" x2="0" y2="120"/>
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<line stroke="white" stroke-width="2" x1="300.0" y1="0" x2="300.0" y2="120"/>
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<line stroke="white" stroke-width="2" x1="384.0" y1="0" x2="384.0" y2="120"/>
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<line stroke="white" stroke-width="2" x1="468.0" y1="0" x2="468.0" y2="120"/>
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<line stroke="white" stroke-width="2" x1="552.0" y1="0" x2="552.0" y2="120"/>
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<line stroke="white" stroke-width="2" x1="636.0" y1="0" x2="636.0" y2="120"/>
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<line stroke="white" stroke-width="2" x1="720.0" y1="0" x2="720.0" y2="120"/>
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</svg>
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|
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@@ -1,7 +1,13 @@
|
||||
# Array types
|
||||
This document explains how to use array types on GPU, just as [on CPU](../../fhe-computation/types/array.md).
|
||||
|
||||
Here is an example:
|
||||
Array types perform array and tensor operations on encrypted data, encapsulating the logic for iteration over array elements and array shape logic.
|
||||
|
||||
## API elements discussed in this document
|
||||
|
||||
- [`GpuFheUint32Array`](https://docs.rs/tfhe/latest/tfhe/array/type.GpuFheUint32Array.html): an n-d array of Uint32 encrypted values. Variants are available for all supported integer types and booleans.
|
||||
|
||||
## Array types example
|
||||
|
||||
```rust
|
||||
use tfhe::{ConfigBuilder, set_server_key, ClearArray, ClientKey, CompressedServerKey};
|
||||
@@ -0,0 +1,87 @@
|
||||
# Compressing ciphertexts on the GPU
|
||||
|
||||
This document explains how to compress ciphertexts using the GPU. Compression can be applied on freshly encrypted ciphertexts or on ciphertexts that are the result of FHE integer operations. The syntax for ciphertext compression is identical to the one for the [CPU backend](../../fhe-computation/data-handling/compress.md#compression-ciphertexts-after-some-homomorphic-computation), but cryptographic parameters specific to the GPU must be configured for compression.
|
||||
|
||||
## API elements discussed in this document
|
||||
|
||||
- [tfhe::shortint::parameters](https://docs.rs/tfhe/latest/tfhe/shortint/parameters/index.html): this module provides the structure containing the cryptographic parameters required for the homomorphic evaluation of integer circuits as well as a list of secure cryptographic parameter sets.
|
||||
- [tfhe::ConfigBuilder::with_custom_parameters](https://docs.rs/tfhe/latest/tfhe/struct.ConfigBuilder.html#method.with_custom_parameters): initializes a configuration builder with a user-specified parameter set
|
||||
- [tfhe::ConfigBuilder::enable_compression](https://docs.rs/tfhe/latest/tfhe/struct.ConfigBuilder.html#method.enable_compression): enables the compression feature in the configuration builder
|
||||
|
||||
## Cryptographic parameter setting
|
||||
|
||||
When using compression, the [`ConfigBuilder`](https://docs.rs/tfhe/latest/tfhe/struct.ConfigBuilder.html) class must be initialized with the `enable_compression` calls. This requires that the caller sets both the cryptographic PBS parameters and the compression cryptographic parameters.
|
||||
|
||||
The [`PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS`](https://docs.rs/tfhe/latest/tfhe/shortint/parameters/aliases/constant.PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS.html) parameter set corresponds to the default PBS parameter set instantiated by `ConfigBuilder::default()` when the `"gpu"` feature enabled. The [`COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS`](https://docs.rs/tfhe/latest/tfhe/shortint/parameters/aliases/constant.COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS.html) parameters are the corresponding compression cryptographic parameters.
|
||||
|
||||
```Rust
|
||||
let config =
|
||||
tfhe::ConfigBuilder::with_custom_parameters(PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS)
|
||||
.enable_compression(COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS)
|
||||
.build();
|
||||
```
|
||||
|
||||
## GPU compression Example
|
||||
|
||||
The following example shows how to compress and decompress a list containing 4 messages: one 32-bit integer, one 64-bit integer, one Boolean, and one 2-bit integer.
|
||||
|
||||
```rust
|
||||
use tfhe::prelude::*;
|
||||
use tfhe::shortint::parameters::{
|
||||
COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS, PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS,
|
||||
};
|
||||
use tfhe::{
|
||||
set_server_key, CompressedCiphertextList, CompressedCiphertextListBuilder, FheBool,
|
||||
FheInt64, FheUint16, FheUint2, FheUint32,
|
||||
};
|
||||
|
||||
fn main() {
|
||||
let config =
|
||||
tfhe::ConfigBuilder::with_custom_parameters(PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS)
|
||||
.enable_compression(COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS)
|
||||
.build();
|
||||
|
||||
let ck = tfhe::ClientKey::generate(config);
|
||||
let compressed_server_key = tfhe::CompressedServerKey::new(&ck);
|
||||
let gpu_key = compressed_server_key.decompress_to_gpu();
|
||||
|
||||
set_server_key(gpu_key);
|
||||
|
||||
let ct1 = FheUint32::encrypt(17_u32, &ck);
|
||||
|
||||
let ct2 = FheInt64::encrypt(-1i64, &ck);
|
||||
|
||||
let ct3 = FheBool::encrypt(false, &ck);
|
||||
|
||||
let ct4 = FheUint2::encrypt(3u8, &ck);
|
||||
|
||||
let compressed_list = CompressedCiphertextListBuilder::new()
|
||||
.push(ct1)
|
||||
.push(ct2)
|
||||
.push(ct3)
|
||||
.push(ct4)
|
||||
.build()
|
||||
.unwrap();
|
||||
|
||||
let serialized = bincode::serialize(&compressed_list).unwrap();
|
||||
|
||||
println!("Serialized size: {} bytes", serialized.len());
|
||||
|
||||
let compressed_list: CompressedCiphertextList = bincode::deserialize(&serialized).unwrap();
|
||||
|
||||
let a: FheUint32 = compressed_list.get(0).unwrap().unwrap();
|
||||
let b: FheInt64 = compressed_list.get(1).unwrap().unwrap();
|
||||
let c: FheBool = compressed_list.get(2).unwrap().unwrap();
|
||||
let d: FheUint2 = compressed_list.get(3).unwrap().unwrap();
|
||||
|
||||
let a: u32 = a.decrypt(&ck);
|
||||
assert_eq!(a, 17);
|
||||
let b: i64 = b.decrypt(&ck);
|
||||
assert_eq!(b, -1);
|
||||
let c = c.decrypt(&ck);
|
||||
assert!(!c);
|
||||
let d: u8 = d.decrypt(&ck);
|
||||
assert_eq!(d, 3);
|
||||
|
||||
}
|
||||
```
|
||||
40
tfhe/docs/configuration/gpu-acceleration/gpu-operations.md
Normal file
40
tfhe/docs/configuration/gpu-acceleration/gpu-operations.md
Normal file
@@ -0,0 +1,40 @@
|
||||
# GPU operations
|
||||
This document outlines the GPU operations supported in TFHE-rs.
|
||||
|
||||
The GPU backend includes the following operations for both signed and unsigned encrypted integers:
|
||||
|
||||
| name | symbol | `Enc`/`Enc` | `Enc`/ `Int` |
|
||||
|-----------------------------------------------------------------------------------------------------------------------------------|-----------------|----------------------|----------------------------|
|
||||
| [Neg](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.neg-1) | `-` | :heavy\_check\_mark: | N/A |
|
||||
| [Add](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.add-1) | `+` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Sub](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.sub-1) | `-` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Mul](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.mul-1) | `*` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Div](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.div-1) | `/` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Rem](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.rem-1) | `%` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Not](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.not-1) | `!` | :heavy\_check\_mark: | N/A |
|
||||
| [BitAnd](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.bitand-1) | `&` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [BitOr](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.bitor-1) | `\|` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [BitXor](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.bitxor-1) | `^` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Shr](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.shr-1) | `>>` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Shl](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.shl-1) | `<<` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Rotate right](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.rotate_right-3) | `rotate_right` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Rotate left](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.rotate_left-3) | `rotate_left` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Min](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.min-1) | `min` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Max](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.max-1) | `max` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Greater than](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.gt-2) | `gt` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Greater or equal than](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.ge-2) | `ge` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Lower than](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.lt-2) | `lt` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Lower or equal than](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.le-2) | `le` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Equal](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.eq-2) | `eq` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Not Equal](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.ne-2) | `ne` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| [Cast (into dest type)](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.cast_into) | `cast_into` | :heavy\_check\_mark: | N/A |
|
||||
| [Cast (from src type)](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.cast_from-2) | `cast_from` | :heavy\_check\_mark: | N/A |
|
||||
| [Ternary operator](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.select) | `select` | :heavy\_check\_mark: | :heavy\_multiplication\_x: |
|
||||
| [Integer logarithm](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.ilog2) | `ilog2` | :heavy\_check\_mark: | N/A |
|
||||
| [Count trailing/leading ones](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.leading_ones) | `leading_zeros` | :heavy\_check\_mark: | N/A |
|
||||
| [Count trailing/leading zeros](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.leading_zeros) | `leading_ones` | :heavy\_check\_mark: | N/A |
|
||||
| [Oblivious Pseudo Random Generation](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.generate_oblivious_pseudo_random) | `oprf` | :heavy\_check\_mark: | N/A |
|
||||
|
||||
{% hint style="info" %}
|
||||
All operations follow the same syntax as the one described in [here](../../fhe-computation/operations/README.md).
|
||||
{% endhint %}
|
||||
@@ -1,31 +1,34 @@
|
||||
# Multi-GPU support
|
||||
This guide explains the multi GPU support of TFHE-rs, and walks through a practical example of performing a large batch of encrypted 64-bit additions using manual GPU
|
||||
This guide explains the multi-GPU support of TFHE-rs, and walks through a practical example of performing a large batch of encrypted 64-bit additions using manual GPU
|
||||
dispatching to improve the performance.
|
||||
|
||||
## Multi-GPU support overview
|
||||
## Multi-GPU programming model
|
||||
|
||||
TFHE-rs supports platforms with multiple GPUs. There is **nothing to change in the code to execute on such platforms**. To keep the API as user-friendly as possible, the configuration is automatically set, i.e., the user has no fine-grained control over the number of GPUs to be used.
|
||||
However, you can decide to have operations be executed on a single GPU of your choice.
|
||||
In many cases this provides better throughput than using all the available GPUs to perform the operation.
|
||||
Indeed, except for integer precisions above 64 bits and for the multiplication, which involves many bootstrap computations in parallel, most operations on up to 64 bits do not necessitate the full power of a GPU.
|
||||
You will then be able to maximize throughput on multiple GPUs with TFHE-rs.
|
||||
TFHE-rs supports platforms with multiple GPUs. By default, when decompressing a server key with the [`decompress_to_gpu`](https://docs.rs/tfhe/latest/tfhe/struct.CompressedServerKey.html#method.decompress_to_gpu) function, TFHE-rs will assign all available GPUs to the server key. TFHE-rs uses all GPUs assigned to the current server key when executing operations. Depending on the type and number of available GPUs, this automatic mechanism may not achieve optimal throughput.
|
||||
|
||||
## Improving throughput on multiple-GPUs
|
||||
Most integer operations have low GPU-intensity: they use few GPU cores and may not fully use the resources of a single GPU. Manual scheduling of operations on a single or on several GPUs, so that several such operations can be processed in parallel, is helpful for these types of low-GPU intensity operations.
|
||||
|
||||
By default, when multiple GPUs are available on the machine, TFHE-rs automatically uses them all
|
||||
to perform encrypted operations. Under the hood, it includes a hard-coded logic to dispatch work across all the GPUs and to copy essential data—like the server key—to each GPU.
|
||||
This approach is efficient for operations that load the GPU extensively (e.g. the 64-bit multiplication),
|
||||
but not so much for smaller operations like the encrypted addition or comparison on 64-bits.
|
||||
To address this, TFHE-rs also provides a mechanism to manually select which GPU to operate on.
|
||||
Other types of operations run optimally over several GPUs without manual scheduling but may benefit from manual scheduling on different GPUs when more than 4 GPUs are available:
|
||||
- operations on operands of 64-bits or more
|
||||
- multiplication of operands of 8-bits or more
|
||||
|
||||
### Dispatch operations on the GPUs of your choice
|
||||
To improve throughput by increasing GPU core utilization on all available GPUs, you can:
|
||||
- optimize the number of GPUs assigned to a decompressed server key using the [`decompress_to_specific_gpu`](https://docs.rs/tfhe/latest/tfhe/struct.CompressedServerKey.html#method.decompress_to_specific_gpu) function.
|
||||
- execute several operations in parallel on the same GPU
|
||||
|
||||
## API elements discussed in this document
|
||||
|
||||
- [`tfhe::ServerKey::decompress_to_specific_gpu`](https://docs.rs/tfhe/latest/tfhe/struct.CompressedServerKey.html#method.decompress_to_specific_gpu): decompresses a server key to one or multiple GPUs
|
||||
- [`tfhe::set_server_key`](https://docs.rs/tfhe/latest/tfhe/fn.set_server_key.html): sets the current server key. When this is a GPU key, this function activates execution of integer operations on all GPUs assigned to this key. Moreover, this function will create anew CUDA stream on the current CPU thread.
|
||||
|
||||
## Multi-GPU operation scheduling example
|
||||
|
||||
When selecting a specific GPU to execute on, there are two essential requirements that are different from a default GPU execution:
|
||||
- You must create a GPU server key on each GPU individually.
|
||||
- You must create a GPU server key on each GPU, or subset of GPUs, individually.
|
||||
- The batch of operations must be distributed on all the GPUs manually.
|
||||
|
||||
#### Step 1: Decompress the server key to each GPU
|
||||
Instead of a single server key being used across all GPUs automatically, you’ll need specifically decompress the server key to each GPU, so that the key is available in memory.
|
||||
Instead of a single server key being used across all GPUs automatically, you’ll need decompress the server key to each GPU, so that the key is available in memory.
|
||||
For example, by default, the GPU server key is decompressed and loaded onto all available GPUs automatically as follows:
|
||||
```rust
|
||||
use tfhe::{ConfigBuilder, set_server_key, ClientKey, CompressedServerKey};
|
||||
94
tfhe/docs/configuration/gpu-acceleration/run-on-gpu.md
Normal file
94
tfhe/docs/configuration/gpu-acceleration/run-on-gpu.md
Normal file
@@ -0,0 +1,94 @@
|
||||
# GPU acceleration
|
||||
|
||||
**TFHE-rs** has a CUDA GPU backend that enables faster integer arithmetic operations on encrypted data, when compared to the default CPU backend. This guide explains how to update your existing program to leverage GPU acceleration, or to start a new program using GPU.
|
||||
|
||||
To explore a simple code example, go to:
|
||||
{% content-ref url="./simple-example.md" %} A simple TFHE-rs GPU example {% endcontent-ref %}
|
||||
|
||||
## FHE performance on GPU
|
||||
|
||||
The GPU backend is **up to 4.2x faster** than the CPU one. For a comparison between CPU and GPU latencies, see the following page.
|
||||
{% content-ref url="../../getting-started/benchmarks/README.md" %} GPU vs CPU benchmarks {% endcontent-ref %}
|
||||
|
||||
Different integer operations obtain different speedups. Please refer to the [detailed GPU benchmarks of FHE operations](../../getting-started/benchmarks/gpu/README.md) for detailed figures.
|
||||
|
||||
{% hint style="warning" %}
|
||||
To reproduce TFHE-rs GPU benchmarks, see [this dedicated page](../../getting-started/benchmarks/gpu/gpu-programmable-bootstrapping.md). To obtain the best performance when running benchmarks, set the environment variable `CUDA_MODULE_LOADING=EAGER` to avoid CUDA API overheads during the first kernel execution. Bear in mind that GPU warmup is necessary before doing performance measurements.
|
||||
{% endhint %}
|
||||
|
||||
## GPU TFHE-rs features
|
||||
|
||||
By default, the GPU backend uses specific cryptographic parameters. When calling the [`tfhe::ConfigBuilder::default()`](https://doc.rust-lang.org/nightly/core/default/trait.Default.html#tymethod.default) function, the cryptographic for PBS will be:
|
||||
- PBS parameters: [`PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS`](https://docs.rs/tfhe/latest/tfhe/shortint/parameters/aliases/constant.PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS.html)
|
||||
|
||||
These PBS parameters are accompanied by the following compression parameters:
|
||||
- Compression parameters: [`COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS`](https://docs.rs/tfhe/latest/tfhe/shortint/parameters/aliases/constant.COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS.html)
|
||||
|
||||
TFHE-rs uses dedicated parameters for the GPU in order to achieve optimal performance, and the CPU and GPU parameters cannot be mixed to perform computation and compression for security reasons.
|
||||
|
||||
The GPU backend is designed to speed up server-side FHE operations and supports the following TFHE-rs features:
|
||||
|
||||
- [FHE ciphertext operations](./gpu-operations.md)
|
||||
- [Ciphertext compression](./compressing-ciphertexts.md)
|
||||
- [Ciphertext arrays](array-type.md)
|
||||
- [ZK-POK proof expansion](zk-pok.md)
|
||||
- [Noise Squashing](https://docs.rs/tfhe/latest/tfhe/struct.FheInt.html#method.squash_noise)
|
||||
- [Multi-GPU for throughput optimization](./multi-gpu.md)
|
||||
|
||||
The following features are not supported:
|
||||
|
||||
- Key generation
|
||||
- Encryption/decryption
|
||||
- ZK-POK proof generation and verification
|
||||
- Encrypted strings and operations on encrypted strings
|
||||
|
||||
## GPU programming model
|
||||
|
||||
The GPU TFHE-rs integer API is mostly identical to the CPU API: both integer datatypes and operations syntax are the same. All the while, some GPU program design principles must be considered:
|
||||
* Key generation, encryption, and decryption are performed on the CPU. When used in operations, ciphertexts are automatically copied to or from the first GPU that the user configures for TFHE-rs.
|
||||
* GPU syntax for integer FHE operations, key generation, and serialization is identical with equivalent CPU code.
|
||||
* When configured to compile for the GPU, TFHE-rs uses GPU specific cryptographic parameters that give high performance on the GPU. Ciphertexts and server-keys that are generated with CPU parameters can be processed with GPU-enabled TFHE-rs but performance is considerably degraded.
|
||||
* Each server key instance is assigned to a set of GPUs, which are automatically used in parallel. To set the active GPUs for a CPU thread, activate the server key assigned to the GPUs you want to use.
|
||||
* GPU integer operations are synchronous to the calling thread. To execute in parallel on several GPUs, use Rust parallel constructs such as `par_iter`.
|
||||
|
||||
The key differences between the CPU API and the GPU API are:
|
||||
* The GPU backend only supports compressed server keys that must be decompressed on a GPU selected by the user.
|
||||
* For ciphertext compression the cryptographic parameters must be chosen by the user from the GPU parameter set.
|
||||
* For ciphertext arrays, GPU-specific ciphertext array types must be used instead of CPU ones.
|
||||
|
||||
## Project configuration
|
||||
|
||||
### 1. Prerequisites
|
||||
|
||||
To compile and execute GPU TFHE-rs programs, make sure your system has the following software installed.
|
||||
|
||||
* Cuda version >= 10
|
||||
* Compute Capability >= 3.0
|
||||
* [gcc](https://gcc.gnu.org/) >= 8.0 - check this [page](https://gist.github.com/ax3l/9489132) for more details about nvcc/gcc compatible versions
|
||||
* [cmake](https://cmake.org/) >= 3.24
|
||||
* libclang, to match Rust bingen [requirements](https://rust-lang.github.io/rust-bindgen/requirements.html) >= 9.0
|
||||
* Rust version - see this [page](../rust-configuration.md)
|
||||
|
||||
### 2. Import GPU-enabled TFHE-rs
|
||||
|
||||
To use the **TFHE-rs** GPU backend in your project, add the following dependency in your `Cargo.toml`.
|
||||
|
||||
```toml
|
||||
tfhe = { version = "~1.3.2", features = ["boolean", "shortint", "integer", "gpu"] }
|
||||
```
|
||||
|
||||
If none of the supported backends is configured in `Cargo.toml`, the CPU backend is used.
|
||||
|
||||
{% hint style="success" %}
|
||||
For optimal performance when using **TFHE-rs**, run your code in release mode with the `--release` flag.
|
||||
{% endhint %}
|
||||
|
||||
### 3. Supported platforms
|
||||
|
||||
The **TFHE-rs** GPU backend is supported on Linux (x86, aarch64). The following table lists compatibility status for other platforms.
|
||||
|
||||
| OS | x86 | aarch64 |
|
||||
| ------- |-----|---------|
|
||||
| Linux | Yes | Yes |
|
||||
| macOS | No | No |
|
||||
| Windows | No | No |
|
||||
113
tfhe/docs/configuration/gpu-acceleration/simple-example.md
Normal file
113
tfhe/docs/configuration/gpu-acceleration/simple-example.md
Normal file
@@ -0,0 +1,113 @@
|
||||
# Simple TFHE-rs program
|
||||
|
||||
The example shown in this section computes the sum of two integers using the GPU. It contains code that can be split into a client-side and a server-side part, but for simplicity it is shown as a single snippet. Only the server-side benefits from GPU acceleration.
|
||||
|
||||
This example shows how to use a single GPU to improve operation latency. It has the following structure:
|
||||
|
||||
1. _Client-side_: Generate client keys and GPU server keys. Encrypt two numbers
|
||||
2. _Server-side_: Move server keys to GPU and perform the addition
|
||||
3. _Client-side_: Decrypt the result
|
||||
|
||||
This example only performs an addition, but most FHE operations are supported on GPU. For a list see:
|
||||
|
||||
{% content-ref url="./gpu-operations.md" %} List of FHE operations on GPU {% endcontent-ref %}
|
||||
|
||||
## API elements discussed in this document
|
||||
|
||||
- [`tfhe::ConfigBuilder::default()`](https://doc.rust-lang.org/nightly/core/default/trait.Default.html#tymethod.default): Instantiates the default cryptographic parameters. When the `"gpu"` feature is activated, the default parameters are GPU specific, which achieves optimal performance on GPU
|
||||
- [`tfhe::ServerKey::decompress_to_gpu`](https://docs.rs/tfhe/latest/tfhe/struct.CompressedServerKey.html#method.decompress_to_gpu): decompresses a compressed ServerKey and copies it to all available GPUs
|
||||
- [`tfhe::set_server_key`](https://docs.rs/tfhe/latest/tfhe/fn.set_server_key.html): sets the current server key. When this is a GPU key, this function activates execution of integer operations on all GPUs assigned to this key.
|
||||
|
||||
## A simple TFHE-rs program
|
||||
|
||||
```rust
|
||||
use tfhe::{ConfigBuilder, set_server_key, FheUint8, ClientKey, CompressedServerKey};
|
||||
use tfhe::prelude::*;
|
||||
|
||||
fn main() {
|
||||
|
||||
let config = ConfigBuilder::default().build();
|
||||
|
||||
let client_key= ClientKey::generate(config);
|
||||
let compressed_server_key = CompressedServerKey::new(&client_key);
|
||||
|
||||
let gpu_key = compressed_server_key.decompress_to_gpu();
|
||||
|
||||
let clear_a = 27u8;
|
||||
let clear_b = 128u8;
|
||||
|
||||
let a = FheUint8::encrypt(clear_a, &client_key);
|
||||
let b = FheUint8::encrypt(clear_b, &client_key);
|
||||
|
||||
//Server-side
|
||||
|
||||
set_server_key(gpu_key);
|
||||
let result = a + b;
|
||||
|
||||
//Client-side
|
||||
let decrypted_result: u8 = result.decrypt(&client_key);
|
||||
|
||||
let clear_result = clear_a + clear_b;
|
||||
|
||||
assert_eq!(decrypted_result, clear_result);
|
||||
}
|
||||
```
|
||||
|
||||
When the `"gpu"` feature is activated, calling: `let config = ConfigBuilder::default().build();` instantiates [cryptographic parameters that are different from the CPU ones](run-on-gpu.md#gpu-tfhe-rs-features).
|
||||
|
||||
## Breakdown of the GPU TFHE-rs program
|
||||
|
||||
### Key generation
|
||||
|
||||
Comparing to the [CPU example](../../getting-started/quick-start.md), in the code snippet above,
|
||||
the server-side must call `decompress_to_gpu` to enable GPU-execution for the ensuing operations on ciphertexts. This function assigns all available GPUs to the server key.
|
||||
```Rust
|
||||
let gpu_key = compressed_server_key.decompress_to_gpu();
|
||||
```
|
||||
Once the key is decompressed to GPU and set with `set_server_key`, operations on ciphertexts execute on the GPU. In the example above:
|
||||
- `compressed_server_key` is a [`CompressedServerKey`](https://docs.rs/tfhe/latest/tfhe/struct.CompressedServerKey.html), stored on CPU. The client-side should ensure this key is generated with [GPU cryptographic parameters](run-on-gpu.md#gpu-tfhe-rs-features).
|
||||
- `gpu_key` is the [`CudaServerKey`](https://docs.rs/tfhe/latest/tfhe/struct.CudaServerKey.html) corresponding to `compressed_server_key` and is stored on the GPU assigned to it.
|
||||
- [`set_server_key`](https://docs.rs/tfhe/latest/tfhe/fn.set_server_key.html) sets either a CPU or GPU key. In this example, `compressed_server_key` and `gpu_key` have GPU cryptographic parameters. A GPU server key can enable automatic parallelization on multiple GPUs.
|
||||
|
||||
### Encryption
|
||||
|
||||
On the client-side, the method to encrypt the data is exactly the same as the CPU one, as shown in the following example:
|
||||
|
||||
```Rust
|
||||
let clear_a = 27u8;
|
||||
let clear_b = 128u8;
|
||||
|
||||
let a = FheUint8::encrypt(clear_a, &client_key);
|
||||
let b = FheUint8::encrypt(clear_b, &client_key);
|
||||
```
|
||||
|
||||
### Server-side computation
|
||||
|
||||
The server first needs to set up its keys with `set_server_key(gpu_key)`. Then, homomorphic computations are performed using the same approach as the [CPU operations](../../fhe-computation/operations/README.md).
|
||||
|
||||
```Rust
|
||||
//Server-side
|
||||
set_server_key(gpu_key);
|
||||
let result = a + b;
|
||||
|
||||
//Client-side
|
||||
let decrypted_result: u8 = result.decrypt(&client_key);
|
||||
|
||||
let clear_result = clear_a + clear_b;
|
||||
|
||||
assert_eq!(decrypted_result, clear_result);
|
||||
```
|
||||
|
||||
### Decryption
|
||||
|
||||
Finally, the client decrypts the results using:
|
||||
|
||||
```Rust
|
||||
let decrypted_result: u8 = result.decrypt(&client_key);
|
||||
```
|
||||
|
||||
## Optimizing for throughput
|
||||
|
||||
In order to improve operation throughput, you can use multiple GPUs with fine-grained GPU scheduling, as detailed on the following page:
|
||||
|
||||
{% content-ref url="./multi_gpu.md" %} Multi-GPU usage {% endcontent-ref %}
|
||||
@@ -1,23 +1,27 @@
|
||||
# Zero-knowledge proofs
|
||||
|
||||
Zero-knowledge proofs (ZK) are a powerful tool to assert that the encryption of a message is correct, as discussed in [advanced features](../../fhe-computation/advanced-features/zk-pok.md).
|
||||
However, computation is not possible on the type of ciphertexts it produces (i.e. `ProvenCompactCiphertextList`). This document explains how to use the GPU to accelerate the
|
||||
preprocessing step needed to convert ciphertexts formatted for ZK to ciphertexts in the right format for computation purposes on GPU. This
|
||||
operation is called "expansion".
|
||||
Zero-knowledge proofs (ZK) are a powerful tool to assert that the encryption of a message is correctly formed with secure cryptographic parameters and helps thwart chosen ciphertext attacks (CCA) such as replay attacks.
|
||||
|
||||
## Proven compact ciphertext list
|
||||
The CPU implementation is discussed in [advanced features](../../fhe-computation/advanced-features/zk-pok.md). During encryption, ZK proofs can be generated for a single ciphertext or for a list of ciphertexts. To use ciphertexts with proofs for computation, additional conversion steps are needed: proof expansion and proof verification. While both steps are necessary to use ciphertexts with proofs for computation, only proof expansion is sped up on GPU, while verification is performed by the CPU.
|
||||
|
||||
A proven compact list of ciphertexts can be seen as a compacted collection of ciphertexts for which encryption can be verified.
|
||||
This verification is currently only supported on the CPU, but the expansion can be accelerated using the GPU.
|
||||
This way, verification and expansion can be performed in parallel, efficiently using all the available computational resources.
|
||||
|
||||
## Supported types
|
||||
Encrypted messages can be integers (like FheUint64) or booleans. The GPU backend does not currently support encrypted strings.
|
||||
## Configuration
|
||||
|
||||
{% hint style="info" %}
|
||||
You can enable this feature using the flag: `--features=zk-pok,gpu` when building **TFHE-rs**.
|
||||
{% endhint %}
|
||||
|
||||
## API elements discussed in this document
|
||||
|
||||
- [`tfhe::ProvenCompactCiphertextList`](https://docs.rs/tfhe/latest/tfhe/struct.ProvenCompactCiphertextList.html): a list of ciphertexts with accompanying ZK-proofs. The ciphertexts are stored in a compact form and must be expanded for computation.
|
||||
- [`tfhe::ProvenCompactCiphertextList::verify_and_expand`](https://docs.rs/tfhe/latest/tfhe/struct.ProvenCompactCiphertextList.html#method.verify_and_expand): verify the proofs for this ciphertext list and expand each ciphertext into a form that is supported for computation.
|
||||
|
||||
## Proven compact ciphertext list
|
||||
|
||||
A proven compact list of ciphertexts can be seen as a compacted collection of ciphertexts for which encryption can be verified.
|
||||
This verification is currently only supported on the CPU, but the expansion can be sped up using the GPU. However, verification and expansion can be performed in parallel, efficiently using all the available computational resources.
|
||||
|
||||
## Supported types
|
||||
Encrypted messages can be integers (like FheUint64) or booleans. The GPU backend does not currently support encrypted strings.
|
||||
|
||||
## Example
|
||||
|
||||
@@ -1,7 +0,0 @@
|
||||
# Benchmarks
|
||||
|
||||
Please refer to the [GPU benchmarks](../../getting_started/benchmarks/gpu/README.md) for detailed performance benchmark results.
|
||||
|
||||
{% hint style="warning" %}
|
||||
When measuring GPU times on your own on Linux, set the environment variable `CUDA_MODULE_LOADING=EAGER` to avoid CUDA API overheads during the first kernel execution.
|
||||
{% endhint %}
|
||||
@@ -1,71 +0,0 @@
|
||||
# Compressing ciphertexts
|
||||
|
||||
This document explains how to compress ciphertexts using the GPU - even after homomorphic computations - just like on the [CPU](../../fhe-computation/data-handling/compress.md#compression-ciphertexts-after-some-homomorphic-computation).
|
||||
|
||||
Compressing ciphertexts after computation using GPU is very similar to how it's done on the CPU. The following example shows how to compress and decompress a list containing 4 messages:
|
||||
|
||||
* One 32-bits integer
|
||||
* One 64-bit integer
|
||||
* One Boolean
|
||||
* One 2-bit integer
|
||||
|
||||
```rust
|
||||
use tfhe::prelude::*;
|
||||
use tfhe::shortint::parameters::{
|
||||
COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS, PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS,
|
||||
};
|
||||
use tfhe::{
|
||||
set_server_key, CompressedCiphertextList, CompressedCiphertextListBuilder, FheBool,
|
||||
FheInt64, FheUint16, FheUint2, FheUint32,
|
||||
};
|
||||
|
||||
fn main() {
|
||||
let config =
|
||||
tfhe::ConfigBuilder::with_custom_parameters(PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS)
|
||||
.enable_compression(COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS)
|
||||
.build();
|
||||
|
||||
let ck = tfhe::ClientKey::generate(config);
|
||||
let compressed_server_key = tfhe::CompressedServerKey::new(&ck);
|
||||
let gpu_key = compressed_server_key.decompress_to_gpu();
|
||||
|
||||
set_server_key(gpu_key);
|
||||
|
||||
let ct1 = FheUint32::encrypt(17_u32, &ck);
|
||||
|
||||
let ct2 = FheInt64::encrypt(-1i64, &ck);
|
||||
|
||||
let ct3 = FheBool::encrypt(false, &ck);
|
||||
|
||||
let ct4 = FheUint2::encrypt(3u8, &ck);
|
||||
|
||||
let compressed_list = CompressedCiphertextListBuilder::new()
|
||||
.push(ct1)
|
||||
.push(ct2)
|
||||
.push(ct3)
|
||||
.push(ct4)
|
||||
.build()
|
||||
.unwrap();
|
||||
|
||||
let serialized = bincode::serialize(&compressed_list).unwrap();
|
||||
|
||||
println!("Serialized size: {} bytes", serialized.len());
|
||||
|
||||
let compressed_list: CompressedCiphertextList = bincode::deserialize(&serialized).unwrap();
|
||||
|
||||
let a: FheUint32 = compressed_list.get(0).unwrap().unwrap();
|
||||
let b: FheInt64 = compressed_list.get(1).unwrap().unwrap();
|
||||
let c: FheBool = compressed_list.get(2).unwrap().unwrap();
|
||||
let d: FheUint2 = compressed_list.get(3).unwrap().unwrap();
|
||||
|
||||
let a: u32 = a.decrypt(&ck);
|
||||
assert_eq!(a, 17);
|
||||
let b: i64 = b.decrypt(&ck);
|
||||
assert_eq!(b, -1);
|
||||
let c = c.decrypt(&ck);
|
||||
assert!(!c);
|
||||
let d: u8 = d.decrypt(&ck);
|
||||
assert_eq!(d, 3);
|
||||
|
||||
}
|
||||
```
|
||||
@@ -1,39 +0,0 @@
|
||||
# GPU operations
|
||||
This document outlines the GPU operations supported in TFHE-rs.
|
||||
|
||||
The GPU backend includes the following operations for both signed and unsigned encrypted integers:
|
||||
|
||||
| name | symbol | `Enc`/`Enc` | `Enc`/ `Int` |
|
||||
|------------------------------------|-----------------------|----------------------|----------------------------|
|
||||
| Neg | `-` | :heavy\_check\_mark: | N/A |
|
||||
| Add | `+` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Sub | `-` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Mul | `*` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Div | `/` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Rem | `%` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Not | `!` | :heavy\_check\_mark: | N/A |
|
||||
| BitAnd | `&` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| BitOr | `\|` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| BitXor | `^` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Shr | `>>` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Shl | `<<` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Rotate right | `rotate_right` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Rotate left | `rotate_left` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Min | `min` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Max | `max` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Greater than | `gt` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Greater or equal than | `ge` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Lower than | `lt` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Lower or equal than | `le` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Equal | `eq` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Not Equal | `ne` | :heavy\_check\_mark: | :heavy\_check\_mark: |
|
||||
| Cast (into dest type) | `cast_into` | :heavy\_check\_mark: | N/A |
|
||||
| Cast (from src type) | `cast_from` | :heavy\_check\_mark: | N/A |
|
||||
| Ternary operator | `select` | :heavy\_check\_mark: | :heavy\_multiplication\_x: |
|
||||
| Integer logarithm | `ilog2` | :heavy\_check\_mark: | N/A |
|
||||
| Count trailing/leading zeros/ones | `count_leading_zeros` | :heavy\_check\_mark: | N/A |
|
||||
| Oblivious Pseudo Random Generation | `oprf` | :heavy\_check\_mark: | N/A |
|
||||
|
||||
{% hint style="info" %}
|
||||
All operations follow the same syntax as the one described in [here](../../fhe-computation/operations/README.md).
|
||||
{% endhint %}
|
||||
@@ -1,124 +0,0 @@
|
||||
# GPU acceleration
|
||||
|
||||
This guide explains how to update your existing program to leverage GPU acceleration, or to start a new program using GPU.
|
||||
|
||||
**TFHE-rs** now supports a GPU backend with CUDA implementation, enabling integer arithmetic operations on encrypted data.
|
||||
|
||||
## Prerequisites
|
||||
|
||||
* Cuda version >= 10
|
||||
* Compute Capability >= 3.0
|
||||
* [gcc](https://gcc.gnu.org/) >= 8.0 - check this [page](https://gist.github.com/ax3l/9489132) for more details about nvcc/gcc compatible versions
|
||||
* [cmake](https://cmake.org/) >= 3.24
|
||||
* libclang, to match Rust bingen [requirements](https://rust-lang.github.io/rust-bindgen/requirements.html) >= 9.0
|
||||
* Rust version - check this [page](../rust_configuration.md)
|
||||
|
||||
## Importing to your project
|
||||
|
||||
To use the **TFHE-rs** GPU backend in your project, add the following dependency in your `Cargo.toml`.
|
||||
|
||||
```toml
|
||||
tfhe = { version = "~1.3.0", features = ["boolean", "shortint", "integer", "gpu"] }
|
||||
```
|
||||
|
||||
{% hint style="success" %}
|
||||
For optimal performance when using **TFHE-rs**, run your code in release mode with the `--release` flag.
|
||||
{% endhint %}
|
||||
|
||||
### Supported platforms
|
||||
|
||||
**TFHE-rs** GPU backend is supported on Linux (x86, aarch64).
|
||||
|
||||
| OS | x86 | aarch64 |
|
||||
| ------- | ----------- | ------------- |
|
||||
| Linux | Supported | Supported\* |
|
||||
| macOS | Unsupported | Unsupported\* |
|
||||
| Windows | Unsupported | Unsupported |
|
||||
|
||||
## A first example
|
||||
|
||||
### Configuring and creating keys.
|
||||
|
||||
Comparing to the [CPU example](../../getting_started/quick_start.md), GPU set up differs in the key creation, as detailed [here](run\_on\_gpu.md#setting-the-keys)
|
||||
|
||||
Here is a full example (combining the client and server parts):
|
||||
|
||||
```rust
|
||||
use tfhe::{ConfigBuilder, set_server_key, FheUint8, ClientKey, CompressedServerKey};
|
||||
use tfhe::prelude::*;
|
||||
|
||||
fn main() {
|
||||
|
||||
let config = ConfigBuilder::default().build();
|
||||
|
||||
let client_key= ClientKey::generate(config);
|
||||
let compressed_server_key = CompressedServerKey::new(&client_key);
|
||||
|
||||
let gpu_key = compressed_server_key.decompress_to_gpu();
|
||||
|
||||
let clear_a = 27u8;
|
||||
let clear_b = 128u8;
|
||||
|
||||
let a = FheUint8::encrypt(clear_a, &client_key);
|
||||
let b = FheUint8::encrypt(clear_b, &client_key);
|
||||
|
||||
//Server-side
|
||||
|
||||
set_server_key(gpu_key);
|
||||
let result = a + b;
|
||||
|
||||
//Client-side
|
||||
let decrypted_result: u8 = result.decrypt(&client_key);
|
||||
|
||||
let clear_result = clear_a + clear_b;
|
||||
|
||||
assert_eq!(decrypted_result, clear_result);
|
||||
}
|
||||
```
|
||||
|
||||
Beware that when the GPU feature is activated, when calling: `let config = ConfigBuilder::default().build();`, the cryptographic parameters differ from the CPU ones, used when the GPU feature is not activated. Indeed, TFHE-rs uses dedicated parameters for the GPU in order to achieve better performance.
|
||||
|
||||
### Setting the keys
|
||||
|
||||
The configuration of the key is different from the CPU. More precisely, if both client and server keys are still generated by the client (which is assumed to run on a CPU), the server key has then to be decompressed by the server to be converted into the right format. To do so, the server should run this function: `decompressed_to_gpu()`.
|
||||
|
||||
Once decompressed, the operations between CPU and GPU are identical.
|
||||
|
||||
### Encryption
|
||||
|
||||
On the client-side, the method to encrypt the data is exactly the same than the CPU one, as shown in the following example:
|
||||
|
||||
```Rust
|
||||
let clear_a = 27u8;
|
||||
let clear_b = 128u8;
|
||||
|
||||
let a = FheUint8::encrypt(clear_a, &client_key);
|
||||
let b = FheUint8::encrypt(clear_b, &client_key);
|
||||
```
|
||||
|
||||
### Computation
|
||||
|
||||
The server first need to set up its keys with `set_server_key(gpu_key)`.
|
||||
|
||||
Then, homomorphic computations are performed using the same approach as the [CPU operations](../../fhe-computation/operations/README.md).
|
||||
|
||||
```Rust
|
||||
//Server-side
|
||||
set_server_key(gpu_key);
|
||||
let result = a + b;
|
||||
|
||||
//Client-side
|
||||
let decrypted_result: u8 = result.decrypt(&client_key);
|
||||
|
||||
let clear_result = clear_a + clear_b;
|
||||
|
||||
assert_eq!(decrypted_result, clear_result);
|
||||
```
|
||||
|
||||
### Decryption
|
||||
|
||||
Finally, the client decrypts the results using:
|
||||
|
||||
```Rust
|
||||
let decrypted_result: u8 = result.decrypt(&client_key);
|
||||
```
|
||||
@@ -1,3 +1,3 @@
|
||||
# Benchmarks
|
||||
|
||||
Please refer to the [HPU benchmarks](../../getting_started/benchmarks/hpu/README.md) for detailed performance benchmark results.
|
||||
Please refer to the [HPU benchmarks](../../getting-started/benchmarks/hpu/README.md) for detailed performance benchmark results.
|
||||
@@ -10,14 +10,14 @@ This guide explains how to update your existing program to leverage HPU accelera
|
||||
* A HPU bitstream that you can find (or build) in [HPU fpga repository](https://github.com/zama-ai/hpu_fpga) and load in V80 flash and FPGA using its [README](https://github.com/zama-ai/hpu_fpga/blob/main/README.md)
|
||||
* AMI linux device driver version from this [fork](https://github.com/zama-ai/AVED)
|
||||
* QDMA linux device driver version from this [fork](https://github.com/zama-ai/dma_ip_drivers)
|
||||
* Rust version - check this [page](../rust_configuration.md)
|
||||
* Rust version - check this [page](../rust-configuration.md)
|
||||
|
||||
## Importing to your project
|
||||
|
||||
To use the **TFHE-rs** HPU backend in your project, add the following dependency in your `Cargo.toml`.
|
||||
|
||||
```toml
|
||||
tfhe = { version = "~1.3.0", features = ["integer", "hpu-v80"] }
|
||||
tfhe = { version = "~1.3.2", features = ["integer", "hpu-v80"] }
|
||||
```
|
||||
|
||||
{% hint style="success" %}
|
||||
@@ -38,7 +38,7 @@ For optimal performance when using **TFHE-rs**, run your code in release mode wi
|
||||
|
||||
### Configuring and creating keys.
|
||||
|
||||
Comparing to the [CPU example](../../getting_started/quick_start.md), HPU set up differs in the key creation and device registration, as detailed [here](run\_on\_hpu.md#setting-the-hpu)
|
||||
Comparing to the [CPU example](../../getting-started/quick-start.md), HPU set up differs in the key creation and device registration, as detailed [here](run-on-hpu.md#setting-the-hpu)
|
||||
|
||||
Here is a full example (combining the client and server parts):
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
# Parallelized PBS
|
||||
|
||||
This document describes the implementation and benefits of parallelized [Programmable Bootstrapping](../getting_started/security_and_cryptography.md#programmable-bootstrapping-pbs) (PBS) in **TFHE-rs**, including code examples for using multi-bit PBS parameters and ensuring deterministic execution.
|
||||
This document describes the implementation and benefits of parallelized [Programmable Bootstrapping](../getting-started/security-and-cryptography.md#programmable-bootstrapping-pbs) (PBS) in **TFHE-rs**, including code examples for using multi-bit PBS parameters and ensuring deterministic execution.
|
||||
|
||||
## Parallelized Programmable Bootstrapping
|
||||
|
||||
@@ -54,13 +54,17 @@ rustup show
|
||||
|
||||
### Homomorphic types
|
||||
|
||||
This crate provides 3 kinds of data types. Each kind is enabled by activating the corresponding feature in the TOML line and has multiple types:
|
||||
This crate provides 4 kinds of data types. Each kind is enabled by activating the corresponding feature in the TOML line and has multiple types:
|
||||
|
||||
| Kind | Features | Type (s) |
|
||||
| --------- | ---------- | ------------------------ |
|
||||
| Booleans | `boolean` | Booleans |
|
||||
| ShortInts | `shortint` | Short integers |
|
||||
| Integers | `integer` | Arbitrary-sized integers |
|
||||
| Kind | Features | Type (s) |
|
||||
| --------- | ---------------- | --------------------------- |
|
||||
| Booleans | `boolean` | Booleans |
|
||||
| ShortInts | `shortint` | Short integers |
|
||||
| Integers | `integer` | Arbitrary-sized integers |
|
||||
| Integers+ | `extended-types` | Non-standard sized integers |
|
||||
| Strings | `strings` | ASCII strings |
|
||||
|
||||
The `Integers+` kind refers to types which have non-standard bit-width like `FheUint24` for example. Having more granular types can allow to improve performance. The feature is not enabled by default to avoid very long compile times if users don't need the extended-types.
|
||||
|
||||
### AVX-512
|
||||
|
||||
@@ -11,6 +11,8 @@ Here are a series of articles that guide you to go deeper into the understanding
|
||||
* [TFHE Deep Dive - Part III - Key switching and leveled multiplications](https://www.zama.ai/post/tfhe-deep-dive-part-3)
|
||||
* [TFHE Deep Dive - Part IV - Programmable Bootstrapping](https://www.zama.ai/post/tfhe-deep-dive-part-4)
|
||||
|
||||
The **TFHE-rs** handbook makes an [in-depth description of TFHE](https://github.com/zama-ai/tfhe-rs-handbook).
|
||||
|
||||
The article [Guide to Fully Homomorphic Encryption over the Discretized Torus](https://eprint.iacr.org/2021/1402.pdf) gives more mathematical details about the TFHE scheme.
|
||||
|
||||
You can also watch the video record of the original talk by Ilaria Chillotti for FHE.org:
|
||||
|
||||
134
tfhe/docs/fhe-computation/advanced-features/noise-squashing.md
Normal file
134
tfhe/docs/fhe-computation/advanced-features/noise-squashing.md
Normal file
@@ -0,0 +1,134 @@
|
||||
# Noise squashing
|
||||
|
||||
In the context of confidential blockchain protocols, like the [Zama protocol](https://docs.zama.ai/protocol), for security reasons the threshold decryption requires to hide the intrinsic noise of FHE operations. This can be achieved by the MPC nodes by adding large amounts of random noise before they perform the actual decryption. In order to have enough room for that large noise that needs to be added before decryption, the noise squashing operation is performed.
|
||||
|
||||
**TFHE-rs**' High Level API provides APIs to do just that, here is how one would use those primitives:
|
||||
|
||||
```rust
|
||||
use tfhe::prelude::*;
|
||||
use tfhe::shortint::parameters::{
|
||||
NOISE_SQUASHING_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
};
|
||||
use tfhe::*;
|
||||
|
||||
// We use an identity function to verify FHE operations, it is fine in this context
|
||||
#[allow(clippy::eq_op)]
|
||||
pub fn main() {
|
||||
// Configure computations enabling the noise squashing capability.
|
||||
let config =
|
||||
ConfigBuilder::with_custom_parameters(PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128)
|
||||
.enable_noise_squashing(NOISE_SQUASHING_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128)
|
||||
.build();
|
||||
|
||||
// Generate the keys
|
||||
let (cks, sks) = generate_keys(config);
|
||||
|
||||
// Set the key once for our various examples
|
||||
set_server_key(sks);
|
||||
|
||||
// FheUint32 case
|
||||
let clear: u32 = 42;
|
||||
// Encrypt
|
||||
let enc = FheUint32::encrypt(clear, &cks);
|
||||
// Simulate a bitand on the blockchain
|
||||
let bitand = &enc & &enc;
|
||||
// Perform the noise squashing
|
||||
let squashed = bitand.squash_noise().unwrap();
|
||||
|
||||
// We don't perform the noise flooding, but here verify that the noise squashing preserves our
|
||||
// data
|
||||
let recovered: u32 = squashed.decrypt(&cks);
|
||||
|
||||
assert_eq!(clear, recovered);
|
||||
|
||||
// FheInt16 case
|
||||
let clear: i16 = -42;
|
||||
let enc = FheInt10::encrypt(clear, &cks);
|
||||
let bitand = &enc & &enc;
|
||||
let squashed = bitand.squash_noise().unwrap();
|
||||
|
||||
let recovered: i16 = squashed.decrypt(&cks);
|
||||
assert_eq!(clear, recovered);
|
||||
|
||||
// Boolean case
|
||||
for clear in [false, true] {
|
||||
let enc = FheBool::encrypt(clear, &cks);
|
||||
let bitand = &enc & &enc;
|
||||
let squashed = bitand.squash_noise().unwrap();
|
||||
|
||||
let recovered: bool = squashed.decrypt(&cks);
|
||||
assert_eq!(clear, recovered);
|
||||
}
|
||||
}
|
||||
|
||||
```
|
||||
|
||||
## Compression
|
||||
Like regular ciphertexts, squashed noise ciphertexts can be stored into a list and compressed to reduce their size.
|
||||
|
||||
To do that, use `CompressedSquashedNoiseCiphertextList::builder`:
|
||||
```rust
|
||||
use tfhe::prelude::*;
|
||||
use tfhe::shortint::parameters::{
|
||||
NOISE_SQUASHING_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
NOISE_SQUASHING_COMP_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
};
|
||||
use tfhe::*;
|
||||
|
||||
// We use an identity function to verify FHE operations, it is fine in this context
|
||||
#[allow(clippy::eq_op)]
|
||||
pub fn main() {
|
||||
// Configure computations enabling the noise squashing capability.
|
||||
let config =
|
||||
ConfigBuilder::with_custom_parameters(PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128)
|
||||
.enable_noise_squashing(NOISE_SQUASHING_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128)
|
||||
.enable_noise_squashing_compression(NOISE_SQUASHING_COMP_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128)
|
||||
.build();
|
||||
|
||||
// Generate the keys
|
||||
let (cks, sks) = generate_keys(config);
|
||||
|
||||
// Set the key once for our various examples
|
||||
set_server_key(sks);
|
||||
|
||||
// Encrypt some values
|
||||
let clear_a: i32 = -42;
|
||||
let clear_b: u32 = 1025;
|
||||
let clear_c = false;
|
||||
|
||||
let a = FheInt32::encrypt(clear_a, &cks);
|
||||
let b = FheUint32::encrypt(clear_b, &cks);
|
||||
let c = FheBool::encrypt(clear_c, &cks);
|
||||
|
||||
// Squash the noise
|
||||
let squashed_a = a.squash_noise().unwrap();
|
||||
let squashed_b = b.squash_noise().unwrap();
|
||||
let squashed_c = c.squash_noise().unwrap();
|
||||
|
||||
// Store ciphertexts into a list and compress them
|
||||
let list = CompressedSquashedNoiseCiphertextList::builder()
|
||||
.push(squashed_a)
|
||||
.push(squashed_b)
|
||||
.push(squashed_c)
|
||||
.build()
|
||||
.unwrap();
|
||||
|
||||
// Extract and decompress the ciphertexts
|
||||
let squashed_a: SquashedNoiseFheInt = list.get(0).unwrap().unwrap();
|
||||
let squashed_b: SquashedNoiseFheUint = list.get(1).unwrap().unwrap();
|
||||
let squashed_c: SquashedNoiseFheBool = list.get(2).unwrap().unwrap();
|
||||
|
||||
// Decrypt them
|
||||
let decrypted: i32 = squashed_a.decrypt(&cks);
|
||||
assert_eq!(decrypted, clear_a);
|
||||
|
||||
let decrypted: u32 = squashed_b.decrypt(&cks);
|
||||
assert_eq!(decrypted, clear_b);
|
||||
|
||||
let decrypted: bool = squashed_c.decrypt(&cks);
|
||||
assert_eq!(decrypted, clear_c);
|
||||
}
|
||||
|
||||
```
|
||||
@@ -0,0 +1,88 @@
|
||||
# Upgrade Key Chain
|
||||
|
||||
This document describes how one can use the `UpgradeKeyChain` to be able to
|
||||
easily upgrade a ciphertext that is under older parameters to newer parameters.
|
||||
|
||||
It is different and complementary to the data versioning feature, as the
|
||||
data versioning feature allows loading ciphertexts generated
|
||||
with a previous TFHE-rs version if the ciphertext structurally changed.
|
||||
|
||||
|
||||
The `UpgradeKeyChain` first needs to know about possible parameters, for that,
|
||||
`add_key_set` should be called with all the different server keys.
|
||||
Note that the `Tag` of the keys is used to differentiate them.
|
||||
|
||||
Then, the `UpgradeKeyChain` requires upgrade keys to be able to upgrade ciphertexts,
|
||||
there are two types of these keys:
|
||||
- `KeySwitchingKey` to upgrade a FheUint/FheInt/FheBool to another FheUint/FheInt/FheBool with different parameters
|
||||
- `DecompressionUpgradeKey` to upgrade ciphertexts from a `CompressedCiphertextList` to FheUint/FheInt/FheBool with different parameters
|
||||
|
||||
|
||||
```rust
|
||||
use tfhe::shortint::parameters::{
|
||||
COMP_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
PARAM_KEYSWITCH_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
};
|
||||
use tfhe::prelude::*;
|
||||
use tfhe::{ConfigBuilder, set_server_key, ServerKey, ClientKey, FheUint32, KeySwitchingKey, Device};
|
||||
use tfhe::upgrade::UpgradeKeyChain;
|
||||
|
||||
fn main() {
|
||||
let compute_params = PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128;
|
||||
let compression_parameters = COMP_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128;
|
||||
|
||||
let config = ConfigBuilder::with_custom_parameters(compute_params)
|
||||
.enable_compression(compression_parameters)
|
||||
.build();
|
||||
|
||||
let (cks_1, sks_1) = {
|
||||
let mut ck = ClientKey::generate(config);
|
||||
ck.tag_mut().set_u64(1);
|
||||
let sk = ServerKey::new(&ck);
|
||||
(ck, sk)
|
||||
};
|
||||
|
||||
let (cks_2, sks_2) = {
|
||||
let mut ck = ClientKey::generate(config);
|
||||
ck.tag_mut().set_u64(2);
|
||||
let sk = ServerKey::new(&ck);
|
||||
(ck, sk)
|
||||
};
|
||||
|
||||
// Create a ksk that upgrades from the first key, to the second key
|
||||
let ksk = KeySwitchingKey::with_parameters(
|
||||
(&cks_1, &sks_1),
|
||||
(&cks_2, &sks_2),
|
||||
PARAM_KEYSWITCH_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
);
|
||||
|
||||
let mut upgrader = UpgradeKeyChain::default();
|
||||
// First, add the server keys
|
||||
// to register the different possible parameters
|
||||
upgrader.add_key_set(&sks_1);
|
||||
upgrader.add_key_set(&sks_2);
|
||||
// Add our upgrade key
|
||||
upgrader.add_upgrade_key(ksk).unwrap();
|
||||
|
||||
|
||||
let clear_a = rand::random::<u32>();
|
||||
let clear_b = rand::random::<u32>();
|
||||
|
||||
let a = FheUint32::encrypt(clear_a, &cks_1);
|
||||
let b = FheUint32::encrypt(clear_b, &cks_1);
|
||||
|
||||
let upgraded_a = upgrader
|
||||
.upgrade(&a, sks_2.tag(), Device::Cpu)
|
||||
.unwrap();
|
||||
|
||||
let upgraded_b = upgrader
|
||||
.upgrade(&b, sks_2.tag(), Device::Cpu)
|
||||
.unwrap();
|
||||
|
||||
set_server_key(sks_2.clone());
|
||||
let c = upgraded_a + upgraded_b;
|
||||
let dc: u32 = c.decrypt(&cks_2);
|
||||
assert_eq!(dc, clear_a.wrapping_add(clear_b));
|
||||
}
|
||||
```
|
||||
@@ -156,4 +156,4 @@ pub fn main() -> Result<(), Box<dyn std::error::Error>> {
|
||||
|
||||
## Benchmark
|
||||
|
||||
Please refer to the [Zero-knowledge proof benchmarks](../../getting_started/benchmarks/zk_proof_benchmarks.md) for detailed performance benchmark results.
|
||||
Please refer to the [Zero-knowledge proof benchmarks](../../getting-started/benchmarks/zk-proof-benchmarks.md) for detailed performance benchmark results.
|
||||
|
||||
@@ -4,7 +4,7 @@ This document explains how to initialize the configuration and generate keys.
|
||||
|
||||
The configuration specifies the selected data types and their custom crypto-parameters. You should only use custom parameters for advanced usage and/or testing.
|
||||
|
||||
To create a configuration, use the `ConfigBuilder` type. The following example shows the setup using 8-bit unsigned integers with default parameters. Additionally, ensure the `integers` feature is enabled, as indicated in the table on [this page](../../configuration/rust_configuration.md#homomorphic-types).
|
||||
To create a configuration, use the `ConfigBuilder` type. The following example shows the setup using 8-bit unsigned integers with default parameters. Additionally, ensure the `integers` feature is enabled, as indicated in the table on [this page](../../configuration/rust-configuration.md#homomorphic-types).
|
||||
|
||||
The configuration is initialized by creating a builder with all types deactivated. Then, the integer types with default parameters are activated, for using `FheUint8` values.
|
||||
|
||||
|
||||
@@ -1,12 +1,12 @@
|
||||
# Cryptographic Parameters
|
||||
|
||||
This document explains how the choice of cryptographic parameters impacts both the security and efficiency of FHE algorithms. The chosen parameters determine the error probability (sometimes referred to failure probability) and overall performance of computations using fully homomorphic encryption. This error probability is due to the noisy nature of FHE computations (see [here](../../getting\_started/security\_and\_cryptography.md) for more details about the encryption process).
|
||||
This document explains how the choice of cryptographic parameters impacts both the security and efficiency of FHE algorithms. The chosen parameters determine the error probability (sometimes referred to failure probability) and overall performance of computations using fully homomorphic encryption. This error probability is due to the noisy nature of FHE computations (see [here](../../getting-started/security-and-cryptography.md) for more details about the encryption process).
|
||||
|
||||
All parameter sets provide at least 128-bits of security according to the [Lattice-Estimator](https://github.com/malb/lattice-estimator).
|
||||
|
||||
## Default parameters
|
||||
Currently, the default parameters use blocks that contain 2 bits of message and 2 bits of carry - a tweaked uniform (TUniform, defined [here](../../getting_started/security_and_cryptography.md#noise)) noise distribution, and have a bootstrapping failure probability $$p_{error} \le 2^{-128}$$.
|
||||
These are particularly suitable for applications that need to be secure in the IND-CPA^D model (see [here](../../getting_started/security_and_cryptography.md#security) for more details).
|
||||
Currently, the default parameters use blocks that contain 2 bits of message and 2 bits of carry - a tweaked uniform (TUniform, defined [here](../../getting-started/security-and-cryptography.md#noise)) noise distribution, and have a bootstrapping failure probability $$p_{error} \le 2^{-128}$$.
|
||||
These are particularly suitable for applications that need to be secure in the IND-CPA^D model (see [here](../../getting-started/security-and-cryptography.md#security) for more details).
|
||||
The GPU backend still uses an error probability smaller than $$2^{-64}$$ by default. Those will be updated soon.
|
||||
|
||||
When using the high-level API of **TFHE-rs**, you can create a key pair using the default recommended set of parameters. For example:
|
||||
|
||||
@@ -16,7 +16,7 @@ You can load serialized data with the `unversionize` function, even in newer ver
|
||||
|
||||
[dependencies]
|
||||
# ...
|
||||
tfhe = { version = "~1.3.0", features = ["integer"] }
|
||||
tfhe = { version = "~1.3.2", features = ["integer"] }
|
||||
tfhe-versionable = "0.5.0"
|
||||
bincode = "1.3.3"
|
||||
```
|
||||
@@ -36,7 +36,7 @@ fn main() {
|
||||
The safe deserialization must take the output of a safe-serialization as input. During the process, the following validation occurs:
|
||||
|
||||
* **Type match**: deserializing `type A` from a serialized `type B` raises an error indicating "On deserialization, expected type A, got type B".
|
||||
* **Version compatibility**: data serialized in previous versions of **TFHE-rs** are automatically upgraded to the latest version using the [data versioning](data_versioning.md) feature.
|
||||
* **Version compatibility**: data serialized in previous versions of **TFHE-rs** are automatically upgraded to the latest version using the [data versioning](data-versioning.md) feature.
|
||||
* **Parameter compatibility**: deserializing an object of `type A` with one set of crypto parameters from an object of `type A` with another set of crypto parameters raises an error indicating "Deserialized object of type A not conformant with given parameter set"
|
||||
* If both parameter sets have the same LWE dimension for ciphertexts, a ciphertext from param 1 may not fail this deserialization check with param 2.
|
||||
* This check can't distinguish ciphertexts/server keys from independent client keys with the same parameters.
|
||||
@@ -161,7 +161,7 @@ In the following example, we use [bincode](https://crates.io/crates/bincode) for
|
||||
|
||||
[dependencies]
|
||||
# ...
|
||||
tfhe = { version = "~1.3.0", features = ["integer"] }
|
||||
tfhe = { version = "~1.3.2", features = ["integer"] }
|
||||
bincode = "1.3.3"
|
||||
```
|
||||
|
||||
|
||||
@@ -2,7 +2,7 @@
|
||||
|
||||
This document explains a feature to facilitate debugging.
|
||||
|
||||
Starting from **TFHE-rs 0.5**, [trivial ciphertexts](../advanced-features/trivial_ciphertext.md) introduce a new feature to facilitate debugging. This feature supports a debugger, print statements, and faster execution, significantly reducing waiting time and enhancing the development pace of FHE applications.
|
||||
Starting from **TFHE-rs 0.5**, [trivial ciphertexts](../advanced-features/trivial-ciphertext.md) introduce a new feature to facilitate debugging. This feature supports a debugger, print statements, and faster execution, significantly reducing waiting time and enhancing the development pace of FHE applications.
|
||||
|
||||
{% hint style="warning" %}
|
||||
Trivial ciphertexts are not secure. An application released/deployed in production must never receive trivial ciphertext from a client.
|
||||
|
||||
@@ -19,7 +19,7 @@ The following example shows a complete workflow of working with encrypted arrays
|
||||
# Cargo.toml
|
||||
|
||||
[dependencies]
|
||||
tfhe = { version = "~1.3.0", features = ["integer"] }
|
||||
tfhe = { version = "~1.3.2", features = ["integer"] }
|
||||
```
|
||||
|
||||
```rust
|
||||
|
||||
@@ -29,7 +29,7 @@ Here is an example:
|
||||
# Cargo.toml
|
||||
|
||||
[dependencies]
|
||||
tfhe = { version = "~1.3.0", features = ["integer", "strings"] }
|
||||
tfhe = { version = "~1.3.2", features = ["integer", "strings"] }
|
||||
```
|
||||
|
||||
```rust
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
# What is TFHE-rs?
|
||||
|
||||
|
||||
|
||||
|
||||
**TFHE-rs** is a pure Rust implementation of Fully Homomorphic Encryption over the Torus (TFHE) to perform Boolean and integer arithmetic on encrypted data.
|
||||
|
||||
@@ -1,8 +1,8 @@
|
||||
# Benchmarks
|
||||
|
||||
This document summarizes the timings of some homomorphic operations over 64-bit encrypted integers, depending on the hardware. More details are given for [the CPU](cpu/README.md), [the GPU](gpu/README.md), [the HPU](hpu/README.md) or [zeros-knowledge proofs](zk_proof_benchmarks.md).
|
||||
This document summarizes the timings of some homomorphic operations over 64-bit encrypted integers, depending on the hardware. More details are given for [the CPU](cpu/README.md), [the GPU](gpu/README.md), [the HPU](hpu/README.md) or [zeros-knowledge proofs](zk-proof-benchmarks.md).
|
||||
|
||||
The cryptographic parameters used for benchmarking follow a tweaked uniform (TUniform) noise distribution instead of a Gaussian. The main advantage of this distribution is to be bounded, whereas the usual Gaussian one is not. In some practical cases, this can simplify the use of homomorphic computation. See the [noise section](../security_and_cryptography.md#noise) of the Security and cryptography documentation page for more information on the noise distributions.
|
||||
The cryptographic parameters used for benchmarking follow a tweaked uniform (TUniform) noise distribution instead of a Gaussian. The main advantage of this distribution is to be bounded, whereas the usual Gaussian one is not. In some practical cases, this can simplify the use of homomorphic computation. See the [noise section](../security-and-cryptography.md#noise) of the Security and cryptography documentation page for more information on the noise distributions.
|
||||
|
||||
You can get the parameters used for benchmarks by cloning the repository and checking out the commit you want to use (starting with the v0.8.0 release) and run the following make command:
|
||||
|
||||
@@ -10,10 +10,13 @@ You can get the parameters used for benchmarks by cloning the repository and che
|
||||
make print_doc_bench_parameters
|
||||
```
|
||||
|
||||
### Operation time over FheUint 64
|
||||
### Operation latency CPU vs GPU comparison
|
||||
|
||||
{% hint style="info" %}
|
||||
All CPU benchmarks in the Table below were launched on an `AWS hpc7a.96xlarge` instance equipped with a 96-core `AMD EPYC 9R14 CPU @ 2.60GHz` and 740GB of RAM, while all GPU benchmarks were launched on 1xH100 GPU, and rely on the multithreaded PBS algorithm.
|
||||
Benchmarks in the Table below were launched on:
|
||||
* CPU: using an `AWS hpc7a.96xlarge` instance equipped with a 96-core `AMD EPYC 9R14 CPU @ 2.60GHz` and 740GB of RAM
|
||||
* GPU: using 8xH100 GPU, and rely on the multithreaded PBS algorithm
|
||||
* HPU: using 1xv80 Alveo board
|
||||
{% endhint %}
|
||||
|
||||
|
||||
|
||||
@@ -8,5 +8,5 @@ By their nature, homomorphic operations run slower than their cleartext equivale
|
||||
All CPU benchmarks were launched on an `AWS hpc7a.96xlarge` instance equipped with a 96-core `AMD EPYC 9R14 CPU @ 2.60GHz` and 740GB of RAM.
|
||||
{% endhint %}
|
||||
|
||||
* [Integer operations](cpu_integer_operations.md)
|
||||
* [Programmable Bootstrapping](cpu_programmable_bootstrapping.md)
|
||||
* [Integer operations](cpu-integer-operations.md)
|
||||
* [Programmable Bootstrapping](cpu-programmable-bootstrapping.md)
|
||||
@@ -10,29 +10,19 @@ All CPU benchmarks were launched on an `AWS hpc7a.96xlarge` instance equipped wi
|
||||
|
||||
The following tables benchmark the execution time of some operation sets using `FheUint` (unsigned integers). The `FheInt` (signed integers) performs similarly.
|
||||
|
||||
## Pfail: $$2^{-64}$$
|
||||
|
||||
The next table shows the operation timings on CPU when all inputs are encrypted:
|
||||
|
||||
|
||||
|
||||
The next table shows the operation timings on CPU when the left input is encrypted and the right is a clear scalar of the same size:
|
||||
|
||||
|
||||
|
||||
## Pfail: $$2^{-128}$$
|
||||
|
||||
The next table shows the operation timings on CPU when all inputs are encrypted:
|
||||
|
||||
|
||||
|
||||
|
||||
The next table shows the operation timings on CPU when the left input is encrypted and the right is a clear scalar of the same size:
|
||||
|
||||
|
||||
|
||||
|
||||
All timings are based on parallelized Radix-based integer operations where each block is encrypted using the default parameters `PARAM_MESSAGE_2_CARRY_2_KS_PBS`. To ensure predictable timings, we perform operations in the `default` mode, which ensures that the input and output encoding are similar (i.e., the carries are always emptied).
|
||||
|
||||
You can minimize operational costs by selecting from 'unchecked', 'checked', or 'smart' modes from [the fine-grained APIs](../../../references/fine-grained-apis/quick_start.md), each balancing performance and correctness differently. For more details about parameters, see [here](../../../references/fine-grained-apis/shortint/parameters.md). You can find the benchmark results on GPU for all these operations on GPU [here](../../../configuration/gpu_acceleration/benchmark.md) and on HPU [here](../../../configuration/hpu_acceleration/benchmark.md).
|
||||
You can minimize operational costs by selecting from 'unchecked', 'checked', or 'smart' modes from [the fine-grained APIs](../../../references/fine-grained-apis/quick-start.md), each balancing performance and correctness differently. For more details about parameters, see [here](../../../references/fine-grained-apis/shortint/parameters.md). You can find the benchmark results on GPU for all these operations on GPU [here](../../../getting-started/benchmarks/gpu/README.md) and on HPU [here](../../../configuration/hpu-acceleration/benchmark.md).
|
||||
|
||||
## Reproducing TFHE-rs benchmarks
|
||||
|
||||
@@ -13,15 +13,15 @@ Note that these benchmarks use Gaussian parameters. `MB-PBS` stands for multi-bi
|
||||
|
||||
## P-fail: $$2^{-40}$$
|
||||
|
||||
|
||||
|
||||
|
||||
## P-fail: $$2^{-64}$$
|
||||
|
||||
|
||||
|
||||
|
||||
## P-fail: $$2^{-128}$$
|
||||
|
||||
|
||||
|
||||
|
||||
## Reproducing TFHE-rs benchmarks
|
||||
|
||||
@@ -8,5 +8,5 @@ By their nature, homomorphic operations run slower than their cleartext equivale
|
||||
All GPU benchmarks were launched on H100 GPUs, and rely on the multithreaded PBS algorithm.
|
||||
{% endhint %}
|
||||
|
||||
* [Integer operations](gpu_integer_operations.md)
|
||||
* [Programmable Bootstrapping](gpu_programmable_bootstrapping.md)
|
||||
* [Integer operations](gpu-integer-operations.md)
|
||||
* [Programmable Bootstrapping](gpu-programmable-bootstrapping.md)
|
||||
@@ -9,26 +9,15 @@ All GPU benchmarks were launched on H100 GPUs, and rely on the multithreaded PBS
|
||||
The cryptographic parameters `PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS` were used.
|
||||
|
||||
## Pfail: $$2^{-128}$$
|
||||
### 1xH100
|
||||
Below come the results for the execution on a single H100.
|
||||
### 8xH100-SXM5
|
||||
Below come the results for the execution on eight H100 using SXM technology.
|
||||
The following table shows the performance when the inputs of the benchmarked operation are encrypted:
|
||||
|
||||
|
||||
|
||||
|
||||
The following table shows the performance when the left input of the benchmarked operation is encrypted and the other is a clear scalar of the same size:
|
||||
|
||||
|
||||
|
||||
### 2xH100
|
||||
|
||||
Below come the results for the execution on two H100's.
|
||||
The following table shows the performance when the inputs of the benchmarked operation are encrypted:
|
||||
|
||||
|
||||
|
||||
The following table shows the performance when the left input of the benchmarked operation is encrypted and the other is a clear scalar of the same size:
|
||||
|
||||
|
||||
|
||||
|
||||
## Reproducing TFHE-rs benchmarks
|
||||
|
||||
@@ -8,15 +8,15 @@ All GPU benchmarks were launched on H100 GPUs, and rely on the multithreaded PBS
|
||||
|
||||
## P-fail: $$2^{-40}$$
|
||||
|
||||
|
||||
|
||||
|
||||
## P-fail: $$2^{-64}$$
|
||||
|
||||
|
||||
|
||||
|
||||
## P-fail: $$2^{-128}$$
|
||||
|
||||
|
||||
|
||||
|
||||
## Reproducing TFHE-rs benchmarks
|
||||
|
||||
@@ -8,4 +8,4 @@ By their nature, homomorphic operations run slower than their cleartext equivale
|
||||
All HPU benchmarks were launched on AMD Alveo v80 FPGAs.
|
||||
{% endhint %}
|
||||
|
||||
* [Integer operations](hpu_integer_operations.md)
|
||||
* [Integer operations](hpu-integer-operations.md)
|
||||
@@ -6,17 +6,17 @@ This document details the HPU performance benchmarks of homomorphic operations o
|
||||
All HPU benchmarks were launched on AMD Alveo v80 FPGAs.
|
||||
{% endhint %}
|
||||
|
||||
The cryptographic parameters `HPU_PARAM_MESSAGE_2_CARRY_2_KS32_PBS_TUNIFORM_2M64` were used.
|
||||
The cryptographic parameters `HPU_PARAM_MESSAGE_2_CARRY_2_KS32_PBS_TUNIFORM_2M128` were used.
|
||||
|
||||
## 1xHPU
|
||||
Below are the results for the execution on a single Alveo v80 board.
|
||||
The following table shows the performance when the inputs of the benchmarked operation are encrypted:
|
||||
|
||||
|
||||
|
||||
|
||||
The following table shows the performance when the left input of the benchmarked operation is encrypted and the other is a clear scalar of the same size:
|
||||
|
||||
|
||||
|
||||
|
||||
## Reproducing TFHE-rs benchmarks
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
# Zero-knowledge proof benchmarks
|
||||
|
||||
This document details the performance benchmarks of [zero-knowledge proofs](../../fhe-computation/advanced-features/zk-pok.md) for [compact public key encryption](../../fhe-computation/advanced-features/public_key.md) using **TFHE-rs**.
|
||||
This document details the performance benchmarks of [zero-knowledge proofs](../../fhe-computation/advanced-features/zk-pok.md) for [compact public key encryption](../../fhe-computation/advanced-features/public-key.md) using **TFHE-rs**.
|
||||
|
||||
Benchmarks for the zero-knowledge proofs have been run on a `m6i.4xlarge` with 16 cores to simulate a usual client configuration. The verifications are done on an `hpc7a.96xlarge` AWS instance to mimic a powerful server.
|
||||
|
||||
@@ -7,7 +7,7 @@ This document provides instructions to set up **TFHE-rs** in your project.
|
||||
First, add **TFHE-rs** as a dependency in your `Cargo.toml`.
|
||||
|
||||
```toml
|
||||
tfhe = { version = "~1.3.0", features = ["boolean", "shortint", "integer"] }
|
||||
tfhe = { version = "~1.3.2", features = ["boolean", "shortint", "integer"] }
|
||||
```
|
||||
|
||||
{% hint style="info" %}
|
||||
@@ -35,5 +35,13 @@ By default, **TFHE-rs** makes the assumption that hardware AES features are enab
|
||||
To add support for older CPU, import **TFHE-rs** with the `software-prng` feature in your `Cargo.toml`:
|
||||
|
||||
```toml
|
||||
tfhe = { version = "~1.3.0", features = ["boolean", "shortint", "integer", "software-prng"] }
|
||||
tfhe = { version = "~1.3.2", features = ["boolean", "shortint", "integer", "software-prng"] }
|
||||
```
|
||||
|
||||
## Hardware acceleration
|
||||
|
||||
**TFHE-rs** now features hardware-accelerated backends.
|
||||
|
||||
You can refer to the:
|
||||
- [GPU backend instructions](../configuration/gpu-acceleration/run-on-gpu.md) to benefit from GPU accelerated primitives.
|
||||
- [HPU backend instructions](../configuration/hpu-acceleration/run-on-hpu.md) to benefit from custom FPGA accelerated primitives.
|
||||
@@ -4,7 +4,7 @@ This document explains the basic steps of using the high-level API of **TFHE-rs.
|
||||
|
||||
## Setting up a Rust project
|
||||
|
||||
If you already know how to set up a Rust project, feel free to go directly to the next [section](quick_start.md#using-tfhe-rs-and-its-apis).
|
||||
If you already know how to set up a Rust project, feel free to go directly to the next [section](quick-start.md#using-tfhe-rs-and-its-apis).
|
||||
|
||||
First, install the Rust programming language tools. Visit https://rustup.rs/ and follow the instructions. For alternative installation methods, refer to the [official Rust installation page](https://rust-lang.github.io/rustup/installation/other.html).
|
||||
|
||||
@@ -59,7 +59,7 @@ edition = "2021"
|
||||
Then add the following configuration to include **TFHE-rs**:
|
||||
|
||||
```toml
|
||||
tfhe = { version = "~1.3.0", features = ["integer"] }
|
||||
tfhe = { version = "~1.3.2", features = ["integer"] }
|
||||
```
|
||||
|
||||
Your updated `Cargo.toml` file should look like this:
|
||||
@@ -71,7 +71,7 @@ version = "0.1.0"
|
||||
edition = "2021"
|
||||
|
||||
[dependencies]
|
||||
tfhe = { version = "~1.3.0", features = ["integer"] }
|
||||
tfhe = { version = "~1.3.2", features = ["integer"] }
|
||||
```
|
||||
|
||||
If you are on a different platform please refer to the [installation documentation](installation.md) for configuration options of other supported platforms.
|
||||
@@ -116,4 +116,4 @@ fn main() {
|
||||
}
|
||||
```
|
||||
|
||||
You can learn more about homomorphic types and associated compilation features in the [configuration documentation.](../configuration/rust_configuration.md)
|
||||
You can learn more about homomorphic types and associated compilation features in the [configuration documentation.](../configuration/rust-configuration.md)
|
||||
@@ -2,6 +2,8 @@
|
||||
|
||||
This document introduces the cryptographic concepts of the scheme of Fully Homomorphic Encryption over the Torus (TFHE) and the security considerations of **TFHE-rs.**
|
||||
|
||||
For an in-depth description of TFHE you can [read the TFHE-rs handbook](https://github.com/zama-ai/tfhe-rs-handbook).
|
||||
|
||||
## TFHE
|
||||
|
||||
**TFHE-rs** is a cryptographic library that implements Fully Homomorphic Encryption using the TFHE scheme. You should understand the basics of TFHE to consider its limitations, such as:
|
||||
@@ -21,7 +23,7 @@ $$plaintext = (\Delta * m) + e$$
|
||||
|
||||
$$m \in \mathbb{Z}_p$$
|
||||
|
||||
|
||||
|
||||
|
||||
To get a **ciphertext** from a **plaintext,** you must encrypt the plaintext using a secret key.
|
||||
|
||||
@@ -71,7 +73,7 @@ TFHE scheme draws this random noise either from:
|
||||
|
||||
The following figure illustrates how the extra bit of noise is incurred during an addition operation.
|
||||
|
||||
|
||||
|
||||
|
||||
**TFHE-rs** enables automatic noise management by performing bootstrapping operations to reset the noise.
|
||||
|
||||
@@ -89,7 +91,7 @@ Since encoded values have a fixed precision, operating on them can produce resul
|
||||
|
||||
For example, when adding two ciphertexts, the sum could exceed the range of either ciphertext, and thus necessitate a carry that would then be transferred onto the first padding bit. In the following figure, each plaintext over 32 bits has one bit of padding on its left (the most significant bit). After the addition, the padding bit gets consumed to accommodate the carry. We refer to this process as **consuming** bits of padding. Without any padding-left, further additions may not produce accurate results.
|
||||
|
||||
|
||||
|
||||
|
||||
## Security
|
||||
|
||||
@@ -9,7 +9,7 @@ Welcome to this tutorial about `TFHE-rs` `core_crypto` module.
|
||||
To use `TFHE-rs`, it first has to be added as a dependency in the `Cargo.toml`:
|
||||
|
||||
```toml
|
||||
tfhe = { version = "~1.3.0" }
|
||||
tfhe = { version = "~1.3.2" }
|
||||
```
|
||||
|
||||
### Commented code to double a 2-bit message in a leveled fashion and using a PBS with the `core_crypto` module.
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
# Fine-grained APIs
|
||||
|
||||
* [Quick start](quick\_start.md)
|
||||
* [Quick start](quick-start.md)
|
||||
* [Boolean](boolean/)
|
||||
* [Shortint](shortint/)
|
||||
* [Integer](integer/)
|
||||
|
||||
@@ -6,7 +6,7 @@ The structure and operations related to integers are described in this section.
|
||||
|
||||
In `integer`, the encrypted data is split amongst many ciphertexts encrypted with the `shortint` library. Below is a scheme representing an integer composed by k shortint ciphertexts.
|
||||
|
||||
|
||||
|
||||
|
||||
This crate implements two ways to represent an integer:
|
||||
|
||||
|
||||
@@ -1,8 +1,8 @@
|
||||
# Tutorial
|
||||
|
||||
`tfhe::shortint` is dedicated to the manipulation of small unsigned integers that fit in a single [LWE ciphertext](../../../getting_started/security_and_cryptography.md#lwe-ciphertexts). The actual size depends on the chosen parameters, but is always smaller than 8 bits. For example, with the `PARAM_MESSAGE_2_CARRY_2_KS_PBS` parameters, you can encode messages of 2 bits inside a `shortint`.
|
||||
`tfhe::shortint` is dedicated to the manipulation of small unsigned integers that fit in a single [LWE ciphertext](../../../getting-started/security-and-cryptography.md#lwe-ciphertexts). The actual size depends on the chosen parameters, but is always smaller than 8 bits. For example, with the `PARAM_MESSAGE_2_CARRY_2_KS_PBS` parameters, you can encode messages of 2 bits inside a `shortint`.
|
||||
|
||||
The [integer](../integer/README.md) and [high-level](../quick_start.md#high-level-api) API leverage shortints to allow homomorphic computations over larger integers.
|
||||
The [integer](../integer/README.md) and [high-level](../quick-start.md#high-level-api) API leverage shortints to allow homomorphic computations over larger integers.
|
||||
|
||||
The steps to homomorphically evaluate a `shortint` circuit are described below.
|
||||
|
||||
|
||||
@@ -8,7 +8,7 @@ In `shortint`, the encrypted data is stored in an LWE ciphertext.
|
||||
|
||||
Conceptually, the message stored in an LWE ciphertext is divided into a **carry buffer** and a **message buffer**.
|
||||
|
||||
|
||||
|
||||
|
||||
The message buffer is the space where the actual message is stored. This represents the modulus of the input messages (denoted by `MessageModulus` in the code). When doing computations on a ciphertext, the encrypted message can overflow the message modulus. The part of the message which exceeds the message modulus is stored in the carry buffer. The size of the carry buffer is defined by another modulus, called `CarryModulus`.
|
||||
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
# Cryptographic Parameters
|
||||
|
||||
All parameter sets provide at least 128-bits of security according to the [Lattice-Estimator](https://github.com/malb/lattice-estimator), with an error probability equal to $$2^{-64}$$ when using programmable bootstrapping. This error probability is due to the randomness added at each encryption (see [here](../../../getting\_started/security\_and\_cryptography.md) for more details about the encryption process).
|
||||
All parameter sets provide at least 128-bits of security according to the [Lattice-Estimator](https://github.com/malb/lattice-estimator), with an error probability equal to $$2^{-64}$$ when using programmable bootstrapping. This error probability is due to the randomness added at each encryption (see [here](../../../getting-started/security-and-cryptography.md) for more details about the encryption process).
|
||||
|
||||
## Parameters and message precision
|
||||
|
||||
@@ -34,7 +34,7 @@ fn main() {
|
||||
|
||||
## Impact of parameters on the operations
|
||||
|
||||
As shown [here](../../../getting_started/benchmarks/cpu/README.md), the choice of the parameter set impacts the operations available and their efficiency.
|
||||
As shown [here](../../../getting-started/benchmarks/cpu/README.md), the choice of the parameter set impacts the operations available and their efficiency.
|
||||
|
||||
### Generic bi-variate functions.
|
||||
|
||||
|
||||
@@ -28,7 +28,7 @@ To use the `FheUint8` type, enable the `integer` feature:
|
||||
# Cargo.toml
|
||||
|
||||
[dependencies]
|
||||
tfhe = { version = "~1.3.0", features = ["integer"] }
|
||||
tfhe = { version = "~1.3.2", features = ["integer"] }
|
||||
```
|
||||
|
||||
The `MyFheString::encrypt` function performs data validation to ensure the input string contains only ASCII characters.
|
||||
@@ -167,7 +167,7 @@ First, add the feature in your `Cargo.toml`
|
||||
# Cargo.toml
|
||||
|
||||
[dependencies]
|
||||
tfhe = { version = "~1.3.0", features = ["strings"] }
|
||||
tfhe = { version = "~1.3.2", features = ["strings"] }
|
||||
```
|
||||
|
||||
The `FheAsciiString` type allows to simply do homomorphic case changing of encrypted strings (and much more!):
|
||||
@@ -17,7 +17,7 @@ This function returns a Boolean (`true` or `false`) so that the total count of `
|
||||
```toml
|
||||
# Cargo.toml
|
||||
|
||||
tfhe = { version = "~1.3.0", features = ["integer"] }
|
||||
tfhe = { version = "~1.3.2", features = ["integer"] }
|
||||
```
|
||||
|
||||
First, define the verification function.
|
||||
@@ -2,9 +2,9 @@
|
||||
|
||||
### Start here
|
||||
|
||||
* [Homomorphic parity bit](parity\_bit.md)
|
||||
* [Homomorphic case changing on Ascii string](ascii\_fhe\_string.md)
|
||||
* [SHA 256 with Boolean API](sha256\_bool.md)
|
||||
* [Homomorphic parity bit](parity-bit.md)
|
||||
* [Homomorphic case changing on Ascii string](ascii-fhe-string.md)
|
||||
* [SHA 256 with Boolean API](sha256-bool.md)
|
||||
|
||||
### Go further
|
||||
|
||||
|
||||
@@ -17,7 +17,7 @@ The SHA-256 function processes the input data in blocks or chunks of 512 bits. B
|
||||
2. Append "0" bits until exactly 64 bits remain to make the message length a multiple of 512
|
||||
3. Append the last 64 bits as a binary encoding of the original input length
|
||||
|
||||
|
||||
|
||||
|
||||
In this diagram, the numbers on the top represent the length of the padded input at each position. The formula L+1+k+64 ensures that the length reaches a multiple of 512, matching the required length of the padded input.
|
||||
|
||||
@@ -1,5 +1,8 @@
|
||||
pub(crate) use crate::core_crypto::algorithms::test::gen_keys_or_get_from_cache_if_enabled;
|
||||
use crate::shortint::parameters::DynamicDistribution;
|
||||
use crate::shortint::parameters::{
|
||||
DynamicDistribution, NOISE_SQUASHING_PARAM_GPU_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
};
|
||||
use crate::shortint::prelude::{DecompositionBaseLog, LweDimension};
|
||||
|
||||
use crate::core_crypto::algorithms::par_allocate_and_generate_new_lwe_bootstrap_key;
|
||||
@@ -18,13 +21,9 @@ use crate::core_crypto::prelude::{
|
||||
Plaintext, SignedDecomposer, UnsignedTorus,
|
||||
};
|
||||
use crate::shortint::engine::ShortintEngine;
|
||||
use crate::shortint::parameters::{
|
||||
ModulusSwitchType, NoiseSquashingParameters,
|
||||
NOISE_SQUASHING_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
};
|
||||
use crate::shortint::parameters::{ModulusSwitchType, NoiseSquashingParameters};
|
||||
use crate::shortint::server_key::ModulusSwitchNoiseReductionKey;
|
||||
use crate::shortint::ClassicPBSParameters;
|
||||
use crate::shortint::MultiBitPBSParameters;
|
||||
use serde::de::DeserializeOwned;
|
||||
use serde::Serialize;
|
||||
|
||||
@@ -74,7 +73,7 @@ pub fn generate_keys<
|
||||
|
||||
pub fn execute_bootstrap_u128(
|
||||
squash_params: NoiseSquashingParameters,
|
||||
input_params: ClassicPBSParameters,
|
||||
input_params: MultiBitPBSParameters,
|
||||
) {
|
||||
let glwe_dimension = squash_params.glwe_dimension;
|
||||
let polynomial_size = squash_params.polynomial_size;
|
||||
@@ -209,7 +208,7 @@ pub fn execute_bootstrap_u128(
|
||||
#[test]
|
||||
fn test_bootstrap_u128_with_squashing() {
|
||||
execute_bootstrap_u128(
|
||||
NOISE_SQUASHING_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
NOISE_SQUASHING_PARAM_GPU_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
);
|
||||
}
|
||||
|
||||
@@ -4,6 +4,8 @@ use crate::high_level_api::{
|
||||
};
|
||||
use crate::integer::U256;
|
||||
use crate::set_server_key;
|
||||
#[cfg(feature = "gpu")]
|
||||
use crate::shortint::parameters::NOISE_SQUASHING_PARAM_GPU_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128;
|
||||
use crate::shortint::parameters::{
|
||||
NOISE_SQUASHING_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
@@ -82,7 +84,7 @@ fn test_gpu_noise_squashing() {
|
||||
let config = ConfigBuilder::with_custom_parameters(
|
||||
crate::shortint::parameters::PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
|
||||
)
|
||||
.enable_noise_squashing(NOISE_SQUASHING_PARAM_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128)
|
||||
.enable_noise_squashing(NOISE_SQUASHING_PARAM_GPU_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128)
|
||||
.build();
|
||||
let cks = crate::ClientKey::generate(config);
|
||||
let sks = cks.generate_compressed_server_key();
|
||||
|
||||
@@ -47,6 +47,14 @@ impl NoiseSquashingCompressionPrivateKey {
|
||||
key: (&self.key).into(),
|
||||
}
|
||||
}
|
||||
|
||||
pub fn from_raw_parts(key: ShortintNoiseSquashingCompressionPrivateKey) -> Self {
|
||||
Self { key }
|
||||
}
|
||||
|
||||
pub fn into_raw_parts(self) -> ShortintNoiseSquashingCompressionPrivateKey {
|
||||
self.key
|
||||
}
|
||||
}
|
||||
|
||||
#[derive(Clone, Debug, Serialize, Deserialize, Versionize)]
|
||||
@@ -69,6 +77,14 @@ impl CompressedNoiseSquashingCompressionKey {
|
||||
let key = self.key.decompress();
|
||||
NoiseSquashingCompressionKey { key }
|
||||
}
|
||||
|
||||
pub fn from_raw_parts(key: ShortintCompressedNoiseSquashingCompressionKey) -> Self {
|
||||
Self { key }
|
||||
}
|
||||
|
||||
pub fn into_raw_pars(self) -> ShortintCompressedNoiseSquashingCompressionKey {
|
||||
self.key
|
||||
}
|
||||
}
|
||||
|
||||
impl Named for CompressedNoiseSquashingCompressionKey {
|
||||
@@ -81,6 +97,16 @@ pub struct NoiseSquashingCompressionKey {
|
||||
pub(crate) key: ShortintNoiseSquashingCompressionKey,
|
||||
}
|
||||
|
||||
impl NoiseSquashingCompressionKey {
|
||||
pub fn from_raw_parts(key: ShortintNoiseSquashingCompressionKey) -> Self {
|
||||
Self { key }
|
||||
}
|
||||
|
||||
pub fn into_raw_pars(self) -> ShortintNoiseSquashingCompressionKey {
|
||||
self.key
|
||||
}
|
||||
}
|
||||
|
||||
impl Named for NoiseSquashingCompressionKey {
|
||||
const NAME: &'static str = "integer::NoiseSquashingCompressionKey";
|
||||
}
|
||||
|
||||
@@ -56,6 +56,15 @@ pub enum AtomicPatternKind {
|
||||
KeySwitch32,
|
||||
}
|
||||
|
||||
impl AtomicPatternKind {
|
||||
pub fn pbs_order(self) -> PBSOrder {
|
||||
match self {
|
||||
Self::Standard(pbsorder) => pbsorder,
|
||||
Self::KeySwitch32 => PBSOrder::KeyswitchBootstrap,
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/// The set of operations needed to implement an Atomic Pattern.
|
||||
///
|
||||
/// Here the definition of Atomic Pattern is a bit more TFHE-specific and includes the evaluation of
|
||||
|
||||
@@ -208,6 +208,37 @@ impl CompressedNoiseSquashingCompressionKey {
|
||||
lwe_per_glwe: self.lwe_per_glwe,
|
||||
}
|
||||
}
|
||||
|
||||
/// Construct from raw parts
|
||||
///
|
||||
/// # Panics
|
||||
///
|
||||
/// Panics if lwe_per_glwe is greater than the output polynomial size of the packing key
|
||||
/// switching key
|
||||
pub fn from_raw_parts(
|
||||
packing_key_switching_key: SeededLwePackingKeyswitchKey<Vec<u128>>,
|
||||
lwe_per_glwe: LweCiphertextCount,
|
||||
) -> Self {
|
||||
assert!(
|
||||
lwe_per_glwe.0 <= packing_key_switching_key.output_polynomial_size().0,
|
||||
"Cannot pack more than polynomial_size(={}) elements per glwe, {} requested",
|
||||
packing_key_switching_key.output_polynomial_size().0,
|
||||
lwe_per_glwe.0,
|
||||
);
|
||||
Self {
|
||||
packing_key_switching_key,
|
||||
lwe_per_glwe,
|
||||
}
|
||||
}
|
||||
|
||||
pub fn into_raw_parts(self) -> (SeededLwePackingKeyswitchKey<Vec<u128>>, LweCiphertextCount) {
|
||||
let Self {
|
||||
packing_key_switching_key,
|
||||
lwe_per_glwe,
|
||||
} = self;
|
||||
|
||||
(packing_key_switching_key, lwe_per_glwe)
|
||||
}
|
||||
}
|
||||
|
||||
impl ParameterSetConformant for CompressedNoiseSquashingCompressionKey {
|
||||
|
||||
@@ -73,6 +73,50 @@ impl NoiseSquashingCompressionPrivateKey {
|
||||
}
|
||||
}
|
||||
|
||||
/// Construct from raw parts
|
||||
///
|
||||
/// # Panics
|
||||
///
|
||||
/// Panics if params does not match the `post_packing_ks_key`
|
||||
pub fn from_raw_parts(
|
||||
post_packing_ks_key: GlweSecretKeyOwned<u128>,
|
||||
params: NoiseSquashingCompressionParameters,
|
||||
) -> Self {
|
||||
assert_eq!(
|
||||
post_packing_ks_key.polynomial_size(),
|
||||
params.packing_ks_polynomial_size,
|
||||
"Invalid polynomial size for NoiseSquashingCompressionPrivateKey, expected {}, got {}",
|
||||
params.packing_ks_polynomial_size.0,
|
||||
post_packing_ks_key.polynomial_size().0,
|
||||
);
|
||||
|
||||
assert_eq!(
|
||||
post_packing_ks_key.glwe_dimension(),
|
||||
params.packing_ks_glwe_dimension,
|
||||
"Invalid GLWE dimension for NoiseSquashingCompressionPrivateKey, expected {}, got {}",
|
||||
params.packing_ks_glwe_dimension.0,
|
||||
post_packing_ks_key.glwe_dimension().0,
|
||||
);
|
||||
|
||||
Self {
|
||||
post_packing_ks_key,
|
||||
params,
|
||||
}
|
||||
}
|
||||
|
||||
pub fn into_raw_parts(
|
||||
self,
|
||||
) -> (
|
||||
GlweSecretKeyOwned<u128>,
|
||||
NoiseSquashingCompressionParameters,
|
||||
) {
|
||||
let Self {
|
||||
post_packing_ks_key,
|
||||
params,
|
||||
} = self;
|
||||
(post_packing_ks_key, params)
|
||||
}
|
||||
|
||||
/// Extract and decrypt all the ciphertexts in the list
|
||||
pub fn unpack_and_decrypt_squashed_noise_ciphertexts(
|
||||
&self,
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user