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| author | Boxy <rust@boxyuwu.dev> | 2025-02-25 21:27:44 +0000 |
|---|---|---|
| committer | Boxy <rust@boxyuwu.dev> | 2025-02-25 21:27:44 +0000 |
| commit | d9683df7c2f6d4141b1321e27635d2ce3167eaa4 (patch) | |
| tree | dce0d46d1b7d624ec9b9b09b2c1854f6245a5ff4 /compiler/rustc_codegen_llvm/src/builder/autodiff.rs | |
| parent | 46392d1661540e256fd9573d8f06c2784a58c983 (diff) | |
| parent | 4ecd70ddd1039a3954056c1071e40278048476fa (diff) | |
| download | rust-d9683df7c2f6d4141b1321e27635d2ce3167eaa4.tar.gz rust-d9683df7c2f6d4141b1321e27635d2ce3167eaa4.zip | |
Merge from rustc
Diffstat (limited to 'compiler/rustc_codegen_llvm/src/builder/autodiff.rs')
| -rw-r--r-- | compiler/rustc_codegen_llvm/src/builder/autodiff.rs | 59 |
1 files changed, 23 insertions, 36 deletions
diff --git a/compiler/rustc_codegen_llvm/src/builder/autodiff.rs b/compiler/rustc_codegen_llvm/src/builder/autodiff.rs index dd5e726160d..2c7899975e3 100644 --- a/compiler/rustc_codegen_llvm/src/builder/autodiff.rs +++ b/compiler/rustc_codegen_llvm/src/builder/autodiff.rs @@ -4,14 +4,13 @@ use rustc_ast::expand::autodiff_attrs::{AutoDiffAttrs, AutoDiffItem, DiffActivit use rustc_codegen_ssa::ModuleCodegen; use rustc_codegen_ssa::back::write::ModuleConfig; use rustc_errors::FatalError; -use rustc_session::config::Lto; use tracing::{debug, trace}; -use crate::back::write::{llvm_err, llvm_optimize}; +use crate::back::write::llvm_err; use crate::builder::SBuilder; use crate::context::SimpleCx; use crate::declare::declare_simple_fn; -use crate::errors::LlvmError; +use crate::errors::{AutoDiffWithoutEnable, LlvmError}; use crate::llvm::AttributePlace::Function; use crate::llvm::{Metadata, True}; use crate::value::Value; @@ -47,14 +46,9 @@ fn generate_enzyme_call<'ll>( let output = attrs.ret_activity; // We have to pick the name depending on whether we want forward or reverse mode autodiff. - // FIXME(ZuseZ4): The new pass based approach should not need the {Forward/Reverse}First method anymore, since - // it will handle higher-order derivatives correctly automatically (in theory). Currently - // higher-order derivatives fail, so we should debug that before adjusting this code. let mut ad_name: String = match attrs.mode { DiffMode::Forward => "__enzyme_fwddiff", DiffMode::Reverse => "__enzyme_autodiff", - DiffMode::ForwardFirst => "__enzyme_fwddiff", - DiffMode::ReverseFirst => "__enzyme_autodiff", _ => panic!("logic bug in autodiff, unrecognized mode"), } .to_string(); @@ -153,7 +147,7 @@ fn generate_enzyme_call<'ll>( _ => {} } - trace!("matching autodiff arguments"); + debug!("matching autodiff arguments"); // We now handle the issue that Rust level arguments not always match the llvm-ir level // arguments. A slice, `&[f32]`, for example, is represented as a pointer and a length on // llvm-ir level. The number of activities matches the number of Rust level arguments, so we @@ -164,10 +158,10 @@ fn generate_enzyme_call<'ll>( let mut activity_pos = 0; let outer_args: Vec<&llvm::Value> = get_params(outer_fn); while activity_pos < inputs.len() { - let activity = inputs[activity_pos as usize]; + let diff_activity = inputs[activity_pos as usize]; // Duplicated arguments received a shadow argument, into which enzyme will write the // gradient. - let (activity, duplicated): (&Metadata, bool) = match activity { + let (activity, duplicated): (&Metadata, bool) = match diff_activity { DiffActivity::None => panic!("not a valid input activity"), DiffActivity::Const => (enzyme_const, false), DiffActivity::Active => (enzyme_out, false), @@ -222,7 +216,15 @@ fn generate_enzyme_call<'ll>( // A duplicated pointer will have the following two outer_fn arguments: // (..., ptr, ptr, ...). We add the following llvm-ir to our __enzyme call: // (..., metadata! enzyme_dup, ptr, ptr, ...). - assert!(llvm::LLVMRustGetTypeKind(next_outer_ty) == llvm::TypeKind::Pointer); + if matches!( + diff_activity, + DiffActivity::Duplicated | DiffActivity::DuplicatedOnly + ) { + assert!( + llvm::LLVMRustGetTypeKind(next_outer_ty) == llvm::TypeKind::Pointer + ); + } + // In the case of Dual we don't have assumptions, e.g. f32 would be valid. args.push(next_outer_arg); outer_pos += 2; activity_pos += 1; @@ -277,7 +279,7 @@ pub(crate) fn differentiate<'ll>( module: &'ll ModuleCodegen<ModuleLlvm>, cgcx: &CodegenContext<LlvmCodegenBackend>, diff_items: Vec<AutoDiffItem>, - config: &ModuleConfig, + _config: &ModuleConfig, ) -> Result<(), FatalError> { for item in &diff_items { trace!("{}", item); @@ -286,6 +288,14 @@ pub(crate) fn differentiate<'ll>( let diag_handler = cgcx.create_dcx(); let cx = SimpleCx { llmod: module.module_llvm.llmod(), llcx: module.module_llvm.llcx }; + // First of all, did the user try to use autodiff without using the -Zautodiff=Enable flag? + if !diff_items.is_empty() + && !cgcx.opts.unstable_opts.autodiff.contains(&rustc_session::config::AutoDiff::Enable) + { + let dcx = cgcx.create_dcx(); + return Err(dcx.handle().emit_almost_fatal(AutoDiffWithoutEnable)); + } + // Before dumping the module, we want all the TypeTrees to become part of the module. for item in diff_items.iter() { let name = item.source.clone(); @@ -318,29 +328,6 @@ pub(crate) fn differentiate<'ll>( // FIXME(ZuseZ4): support SanitizeHWAddress and prevent illegal/unsupported opts - if let Some(opt_level) = config.opt_level { - let opt_stage = match cgcx.lto { - Lto::Fat => llvm::OptStage::PreLinkFatLTO, - Lto::Thin | Lto::ThinLocal => llvm::OptStage::PreLinkThinLTO, - _ if cgcx.opts.cg.linker_plugin_lto.enabled() => llvm::OptStage::PreLinkThinLTO, - _ => llvm::OptStage::PreLinkNoLTO, - }; - // This is our second opt call, so now we run all opts, - // to make sure we get the best performance. - let skip_size_increasing_opts = false; - trace!("running Module Optimization after differentiation"); - unsafe { - llvm_optimize( - cgcx, - diag_handler.handle(), - module, - config, - opt_level, - opt_stage, - skip_size_increasing_opts, - )? - }; - } trace!("done with differentiate()"); Ok(()) |
