weirflow 0.1.0

GPU-first dataflow analysis primitives for Vyre and Santh compiler pipelines.
Documentation
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//! Parity test: GPU backward-slice closure matches reference oracle.

#![cfg(test)]

use vyre::DispatchConfig;
use vyre::VyreBackend;
use vyre_driver_cuda::{CudaBackend, CudaBackendRegistration};
use vyre_primitives::predicate::edge_kind;
use weir::fixed_point_resident::{
    FixedPointBorrowedResidentPlan, FixedPointResidentFrontierScratch, FixedPointResidentGraph,
};
use weir::oracle::graph::slice_closure as slice_closure_cpu;
use weir::slice::{
    prepare_slice_plan, slice_closure_borrowed_via,
    slice_closure_plan_borrowed_into_with_scratch_via,
};

fn run_dispatch(
    backend: &CudaBackend,
) -> impl Fn(&vyre::ir::Program, &[&[u8]], Option<[u32; 3]>) -> Result<Vec<Vec<u8>>, String> + '_ {
    move |program, inputs, grid_override| {
        let mut config = DispatchConfig::default();
        config.grid_override = grid_override;
        backend
            .dispatch_borrowed(program, inputs, &config)
            .map_err(|err| err.to_string())
    }
}

fn live_dispatcher() -> CudaBackend {
    CudaBackend::acquire()
        .expect("CudaBackend::acquire failed on a host that must have an NVIDIA GPU.")
}

#[test]
fn cuda_slice_chain_pulls_back() {
    let backend = live_dispatcher();
    let dispatch = run_dispatch(&backend);
    // Mixed-kind chain 0 -> 1 -> 2 -> 3 (DATA, CONTROL, ALIAS).
    let edge_offsets = vec![0u32, 1, 2, 3, 3];
    let edge_targets = vec![1u32, 2, 3];
    let edge_kind_mask = vec![edge_kind::ASSIGNMENT, edge_kind::CONTROL, edge_kind::ALIAS];
    let seed_bits = vec![0b1000u32];
    let cpu = slice_closure_cpu(4, &edge_offsets, &edge_targets, &edge_kind_mask, &seed_bits);
    let gpu = slice_closure_borrowed_via(
        &dispatch,
        4,
        &edge_offsets,
        &edge_targets,
        &edge_kind_mask,
        &seed_bits,
        16,
    )
    .expect("dispatch");
    assert_eq!(gpu, cpu);
    assert_eq!(gpu, vec![0b1111u32]);
}

#[test]
fn cuda_slice_diamond_admits_all_kinds() {
    let backend = live_dispatcher();
    let dispatch = run_dispatch(&backend);
    // Diamond 0 -> {1, 2} -> 3 with mixed edge kinds; slice admits all.
    let edge_offsets = vec![0u32, 2, 3, 4, 4];
    let edge_targets = vec![1u32, 2, 3, 3];
    let edge_kind_mask = vec![
        edge_kind::ASSIGNMENT,
        edge_kind::CONTROL,
        edge_kind::ALIAS,
        edge_kind::MEM_LOAD,
    ];
    let seed_bits = vec![0b1000u32];
    let cpu = slice_closure_cpu(4, &edge_offsets, &edge_targets, &edge_kind_mask, &seed_bits);
    let gpu = slice_closure_borrowed_via(
        &dispatch,
        4,
        &edge_offsets,
        &edge_targets,
        &edge_kind_mask,
        &seed_bits,
        16,
    )
    .expect("dispatch");
    assert_eq!(gpu, cpu);
    assert_eq!(gpu, vec![0b1111u32]);
}

#[test]
fn cuda_slice_zero_kind_blocks() {
    let backend = live_dispatcher();
    let dispatch = run_dispatch(&backend);
    // Zero kind = no propagation in slice closure.
    let edge_offsets = vec![0u32, 1, 1];
    let edge_targets = vec![1u32];
    let edge_kind_mask = vec![0u32];
    let seed_bits = vec![0b10u32];
    let cpu = slice_closure_cpu(2, &edge_offsets, &edge_targets, &edge_kind_mask, &seed_bits);
    let gpu = slice_closure_borrowed_via(
        &dispatch,
        2,
        &edge_offsets,
        &edge_targets,
        &edge_kind_mask,
        &seed_bits,
        16,
    )
    .expect("dispatch");
    assert_eq!(gpu, cpu);
    assert_eq!(gpu, vec![0b10u32]);
}

#[test]
fn cuda_slice_self_loop_terminates() {
    let backend = live_dispatcher();
    let dispatch = run_dispatch(&backend);
    let edge_offsets = vec![0u32, 1, 1];
    let edge_targets = vec![0u32];
    let edge_kind_mask = vec![edge_kind::ALIAS];
    let seed_bits = vec![0b01u32];
    let cpu = slice_closure_cpu(2, &edge_offsets, &edge_targets, &edge_kind_mask, &seed_bits);
    let gpu = slice_closure_borrowed_via(
        &dispatch,
        2,
        &edge_offsets,
        &edge_targets,
        &edge_kind_mask,
        &seed_bits,
        50,
    )
    .expect("dispatch");
    assert_eq!(gpu, cpu);
}

#[test]
fn cuda_slice_disconnected_components() {
    let backend = live_dispatcher();
    let dispatch = run_dispatch(&backend);
    // 0 -> 1, 2 -> 3 (disjoint).
    let edge_offsets = vec![0u32, 1, 1, 2, 2];
    let edge_targets = vec![1u32, 3];
    let edge_kind_mask = vec![edge_kind::ASSIGNMENT; 2];
    // Seed: only sink 3 is in the slice. Should pull 2 (not 0/1).
    let seed_bits = vec![0b1000u32];
    let cpu = slice_closure_cpu(4, &edge_offsets, &edge_targets, &edge_kind_mask, &seed_bits);
    let gpu = slice_closure_borrowed_via(
        &dispatch,
        4,
        &edge_offsets,
        &edge_targets,
        &edge_kind_mask,
        &seed_bits,
        16,
    )
    .expect("dispatch");
    assert_eq!(gpu, cpu);
    assert_eq!(gpu, vec![0b1100u32]);
}

#[test]
fn cuda_slice_prepared_plan_reuses_scratch_parity() {
    let backend = live_dispatcher();
    let dispatch = run_dispatch(&backend);
    let dispatch_into = |program: &vyre::ir::Program,
                         inputs: &[&[u8]],
                         grid_override: Option<[u32; 3]>,
                         outputs: &mut Vec<Vec<u8>>| {
        let result = dispatch(program, inputs, grid_override)?;
        outputs.clear();
        outputs.extend(result);
        Ok(())
    };
    let edge_offsets = vec![0u32, 2, 3, 4, 4];
    let edge_targets = vec![1u32, 2, 3, 3];
    let edge_kind_mask = vec![
        edge_kind::ASSIGNMENT,
        edge_kind::CONTROL,
        edge_kind::ALIAS,
        edge_kind::MEM_LOAD,
    ];
    let first_seed = vec![0b1000u32];
    let second_seed = vec![0b0010u32];
    let first_cpu = slice_closure_cpu(
        4,
        &edge_offsets,
        &edge_targets,
        &edge_kind_mask,
        &first_seed,
    );
    let second_cpu = slice_closure_cpu(
        4,
        &edge_offsets,
        &edge_targets,
        &edge_kind_mask,
        &second_seed,
    );
    let plan = prepare_slice_plan(4, &edge_offsets, &edge_targets, &edge_kind_mask)
        .expect("slice plan must prepare once for CUDA parity");
    let retained = plan.retained_graph_bytes();
    let mut scratch = weir::fixed_point_scratch::FixedPointScratch::default();

    let first_gpu = slice_closure_plan_borrowed_into_with_scratch_via(
        &dispatch_into,
        &plan,
        &first_seed,
        16,
        &mut scratch,
    )
    .expect("first prepared CUDA slice run must converge");
    let second_gpu = slice_closure_plan_borrowed_into_with_scratch_via(
        &dispatch_into,
        &plan,
        &second_seed,
        16,
        &mut scratch,
    )
    .expect("second prepared CUDA slice run must converge");

    assert_eq!(plan.retained_graph_bytes(), retained);
    assert_eq!(scratch.output_slot_count(), 1);
    assert_eq!(first_gpu, first_cpu);
    assert_eq!(second_gpu, second_cpu);
    assert_eq!(first_gpu, vec![0b1111u32]);
    assert_eq!(second_gpu, vec![0b0011u32]);
}

#[test]
fn cuda_slice_resident_frontier_reuse_parity() {
    let backend = CudaBackendRegistration::new(live_dispatcher());
    let edge_offsets = vec![0u32, 2, 3, 4, 4];
    let edge_targets = vec![1u32, 2, 3, 3];
    let edge_kind_mask = vec![
        edge_kind::ASSIGNMENT,
        edge_kind::CONTROL,
        edge_kind::ALIAS,
        edge_kind::MEM_LOAD,
    ];
    let first_seed = vec![0b1000u32];
    let second_seed = vec![0b0010u32];
    let first_cpu = slice_closure_cpu(
        4,
        &edge_offsets,
        &edge_targets,
        &edge_kind_mask,
        &first_seed,
    );
    let second_cpu = slice_closure_cpu(
        4,
        &edge_offsets,
        &edge_targets,
        &edge_kind_mask,
        &second_seed,
    );
    let plan = prepare_slice_plan(4, &edge_offsets, &edge_targets, &edge_kind_mask)
        .expect("slice plan must prepare for resident CUDA parity");
    let config = DispatchConfig::default();
    let pipeline = backend
        .compile_native(plan.program(), &config)
        .expect("CUDA native compile must succeed for resident slice parity")
        .expect("CUDA backend registration must return a native compiled pipeline for resident slice parity");
    let resident = FixedPointResidentGraph::upload(&backend, plan.graph())
        .expect("CUDA backend must upload slice graph as resident resources");
    let mut scratch = weir::fixed_point_scratch::FixedPointScratch::default();
    let mut resident_frontier = FixedPointResidentFrontierScratch::default();
    {
        let borrowed = FixedPointBorrowedResidentPlan::new(&resident, pipeline);
        let first_gpu = borrowed
            .slice_reusing_frontier(
                &backend,
                &first_seed,
                16,
                &config,
                &mut scratch,
                &mut resident_frontier,
            )
            .expect("first resident CUDA slice run must converge");
        let second_gpu = borrowed
            .slice_reusing_frontier(
                &backend,
                &second_seed,
                16,
                &config,
                &mut scratch,
                &mut resident_frontier,
            )
            .expect("second resident CUDA slice run must converge");

        assert_eq!(first_gpu, first_cpu);
        assert_eq!(second_gpu, second_cpu);
        assert_eq!(first_gpu, vec![0b1111u32]);
        assert_eq!(second_gpu, vec![0b0011u32]);
    }
    resident_frontier
        .clear(&backend)
        .expect("resident slice frontier resources must free cleanly");
    resident
        .free(&backend)
        .expect("resident slice graph resources must free cleanly");
}

#[test]
fn cuda_slice_resident_sequence_window_uses_final_convergence_readback_only() {
    let backend = CudaBackendRegistration::new(live_dispatcher());
    let edge_offsets = vec![0u32, 1, 2, 3, 4, 4];
    let edge_targets = vec![1u32, 2, 3, 4];
    let edge_kind_mask = vec![edge_kind::ASSIGNMENT; 4];
    let seed_bits = vec![0b10000u32];
    let cpu = slice_closure_cpu(5, &edge_offsets, &edge_targets, &edge_kind_mask, &seed_bits);
    let plan = prepare_slice_plan(5, &edge_offsets, &edge_targets, &edge_kind_mask)
        .expect("slice plan must prepare for sequence-window resident CUDA parity");
    let config = DispatchConfig::default();
    let pipeline = backend
        .compile_native(plan.program(), &config)
        .expect("CUDA native compile must succeed for borrowed resident slice sequence-window parity")
        .expect("CUDA backend registration must return a native compiled pipeline for borrowed resident slice sequence-window parity");
    let resident = FixedPointResidentGraph::upload(&backend, plan.graph())
        .expect("CUDA backend must upload slice sequence-window graph resources");
    let mut scratch = weir::fixed_point_scratch::FixedPointScratch::default();
    let mut resident_frontier = FixedPointResidentFrontierScratch::default();

    backend.reset_telemetry();
    let borrowed = FixedPointBorrowedResidentPlan::new(&resident, pipeline);
    let gpu = borrowed
        .slice_reusing_frontier_sequence_window(
            &backend,
            &plan,
            &seed_bits,
            16,
            &mut scratch,
            &mut resident_frontier,
        )
        .expect("sequence-window resident CUDA slice dispatch must converge");
    let telemetry = backend.telemetry_snapshot();

    assert_eq!(gpu, cpu);
    assert_eq!(gpu, vec![0b11111u32]);
    assert_eq!(
        telemetry.readback_bytes, 8,
        "Fix: sequence-window slice resident solve must read only final frontier plus one changed flag, not poll every iteration."
    );
    assert!(
        telemetry.sync_points < 16,
        "Fix: sequence-window slice resident solve must not synchronize once per fixed-point iteration; observed {} sync points.",
        telemetry.sync_points
    );
    assert!(
        telemetry.param_upload_bytes < telemetry.kernel_launches.saturating_mul(4),
        "Fix: sequence-window slice resident solve must hoist repeated fixed-point launch parameter uploads; observed {} parameter bytes across {} launches.",
        telemetry.param_upload_bytes,
        telemetry.kernel_launches
    );
    resident_frontier
        .clear(&backend)
        .expect("sequence-window resident slice frontier resources must free cleanly");
    resident
        .free(&backend)
        .expect("sequence-window resident slice graph resources must free cleanly");
}

#[test]
fn cuda_slice_resident_sequence_window_reads_changed_flag_not_previous_frontier() {
    let backend = CudaBackendRegistration::new(live_dispatcher());
    let node_count = 65_u32;
    let edge_offsets = (0..=node_count)
        .map(|node| node.min(node_count - 1))
        .collect::<Vec<_>>();
    let edge_targets = (1..node_count).collect::<Vec<_>>();
    let edge_kind_mask = vec![edge_kind::ASSIGNMENT; edge_targets.len()];
    let seed_bits = vec![0, 0, 1];
    let cpu = slice_closure_cpu(
        node_count,
        &edge_offsets,
        &edge_targets,
        &edge_kind_mask,
        &seed_bits,
    );
    let plan = prepare_slice_plan(node_count, &edge_offsets, &edge_targets, &edge_kind_mask)
        .expect("multiword slice plan must prepare for resident CUDA changed-flag parity");
    let config = DispatchConfig::default();
    let pipeline = backend
        .compile_native(plan.program(), &config)
        .expect("CUDA native compile must succeed for multiword borrowed resident slice sequence-window parity")
        .expect("CUDA backend registration must return a native compiled pipeline for multiword borrowed resident slice sequence-window parity");
    let resident = FixedPointResidentGraph::upload(&backend, plan.graph())
        .expect("CUDA backend must upload multiword slice sequence-window graph resources");
    let mut scratch = weir::fixed_point_scratch::FixedPointScratch::default();
    let mut resident_frontier = FixedPointResidentFrontierScratch::default();

    backend.reset_telemetry();
    let borrowed = FixedPointBorrowedResidentPlan::new(&resident, pipeline);
    let gpu = borrowed
        .slice_reusing_frontier_sequence_window(
            &backend,
            &plan,
            &seed_bits,
            128,
            &mut scratch,
            &mut resident_frontier,
        )
        .expect("multiword changed-flag resident CUDA slice dispatch must converge");
    let telemetry = backend.telemetry_snapshot();

    assert_eq!(gpu, cpu);
    assert_eq!(gpu, vec![u32::MAX, u32::MAX, 1]);
    assert_eq!(
        telemetry.readback_bytes, 16,
        "Fix: multiword slice changed-flag sequence window must read one 4-byte changed flag plus the 12-byte final frontier; reading a previous frontier would be 24 bytes."
    );
    assert!(
        telemetry.sync_points <= 2,
        "Fix: changed-flag slice sequence window must use one seed-upload fence and one resident-window fence, not per-iteration synchronization; observed {} sync points.",
        telemetry.sync_points
    );
    resident_frontier
        .clear(&backend)
        .expect("multiword sequence-window resident slice frontier resources must free cleanly");
    resident
        .free(&backend)
        .expect("multiword sequence-window resident slice graph resources must free cleanly");
}