Li Benchmarks

Performance, security, and correctness across the Li ecosystem

GPU chip matrix

Each donated machine is ingested separately — pick a chip to see CPU vs GPU timing and validity for CUDA, Metal, Vulkan, and HIP backends. Blocked cells stay honest; no fabricated numbers.

Ingest: 2026-05-30T05:08:20Z · 1 chip · 4 open slots

Chips in the matrix

Donate your chip →

NVIDIA GeForce RTX 3060

Slug
nvidia-rtx-3060-linux
Host OS
Linux
Primary backend
cuda
GPU
NVIDIA GeForce RTX 3060
Driver / CC
550.163.01 · CC 8.6
Submitted
2026-05-29
Workloads
CPU timed 1 · CUDA 1 · Vulkan 0
NVIDIA GeForce RTX 3060 — host CPUHost CPU — Li native wall time
NVIDIA GeForce RTX 3060 — CUDACUDA device time
NVIDIA GeForce RTX 3060 — VulkanVulkan / WebGPU dispatch

Vulkan compute timing not measured yet.

Cross-chip compare

Add a second chip contribution to see side-by-side GPU timing here. We need M1, RTX 3090, and more lab nodes — see the donation guide.

Workload matrix — NVIDIA GeForce RTX 3060

Showing 154 workloads
WorkloadKindLi native CPUCUDA GPUVulkan GPUCPU validCUDA validCUDA statusVulkan status
advection_diffusion_2dTier-2 sim—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:am_export_gcode_3mfScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:am_infill_grid_linesScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:am_infill_gyroidScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:am_offset_perimetersScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:am_plane_mesh_intersectScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:am_polygon_clipScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:am_slice_layersScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:am_support_treeScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:am_thermal_warpScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:am_toolpath_arcsScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:auto_bicycle_modelScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:auto_dyn_rk4Scientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:auto_sensor_raycastScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:bio_proteinmpnnScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:bio_rfdiffusionScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:bio_rosetta_energyScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:bio_rotamer_packingScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:cfd_fvm_face_fluxScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:cfd_pimpleScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:cfd_pisoScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:cfd_simpleScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:cfd_turbulence_k_epsilonScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:cfd_turbulence_k_omega_sstScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:drug_docking_diffusionScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:drug_docking_score_vinaScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:drug_fep_alchemicalScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:drug_litl_stagesScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:drug_ml_retrain_loopScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:fea_gauss_quadratureScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:fea_linear_elasticityScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:fea_mesh_tri_tetScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:fea_solver_directScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:fea_solver_iterativeScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:fea_stiffness_assemblyScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_barostat_parrinello_rahmanScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_constraints_rattleScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_constraints_shakeScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_energy_driftScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_init_fcc_mbScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_integrator_leapfrogScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_integrator_verletScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_lj_cutoff_micScientific algo—N/AN/A—pendingblocked lkir emitblocked lkir emit
algo:md_longrange_ewaldScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_longrange_pmeScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_neighbor_cell_listScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_neighbor_verlet_skinScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_oracle_externalScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_thermostat_berendsenScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:md_thermostat_nose_hooverScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:ml_conv2d_forwardScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:ml_mlp_forwardScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:ml_mlp_train_stepScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:nbody_barnes_hutScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:nbody_pairwise_gravityScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_cgScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_choleskyScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_dot_axpyScientific algo—N/AN/A—pendingblocked lkir emitblocked lkir emit
algo:num_eig_symmetricScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_fft_r2cScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_gmresScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_integ_eulerScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_integ_rk4Scientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_integ_semi_implicitScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_integ_symplecticScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_integ_verletScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_matmul_blockedScientific algoN/AN/AN/Aunknownunknownli smoke cpu onlyblocked lkir emit
algo:num_matmul_naiveScientific algoN/AN/AN/Aunknownunknownli smoke cpu onlyblocked lkir emit
algo:num_opt_bfgsScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_opt_line_searchScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_quadrature_gaussScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_rng_pcgScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_root_newtonScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:num_sparse_mvScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:pde_cfl_timestepScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:pde_heat_explicit_2dScientific algo—N/AN/A—pendingblocked lkir emitblocked lkir emit
algo:pde_heat_implicit_jacobiScientific algo—N/AN/A—pendingblocked lkir emitblocked lkir emit
algo:pde_wave_1d_cflScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_ase_calculatorScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_ccsdScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_dft_grid_beckeScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_dft_grid_lebedevScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_dft_hybrid_exchangeScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_dft_scf_energyScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_dft_xc_ggaScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_dft_xc_ldaScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_dft_xc_mggaScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_dispersion_d3Scientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_ecpScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_eri_density_fittingScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_eri_osScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_eri_screeningScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_geom_opt_bfgsScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_geom_opt_internalScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_grad_analyticalScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_gto_evalScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_hf_canonical_orthoScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_hf_diisScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_hf_fock_buildScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_job_queue_ioScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_kinetic_integralsScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_mp2Scientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_nuclear_attractionScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_overlap_integralsScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_property_dipoleScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_property_freqScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_scf_solverScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_tddft_casidaScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_tddft_rpaScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:qm_xtb_gfnScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:rigid_broadphase_bvhScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:rigid_broadphase_sapScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:rigid_constraintsScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:rigid_contact_solverScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:rigid_semi_implicitScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:robo_ik_jacobianScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:robo_multibody_stepScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:robo_plan_prmScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:robo_plan_rrtScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:robo_traj_optScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:viz_colormapScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:viz_decimateScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:viz_inspector_panelsScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:viz_linked_viewsScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:viz_marching_cubesScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:viz_pipeline_graphScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
algo:viz_resampleScientific algo—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
double_pendulumTier-2 sim—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
harmonic_oscillator_chainTier-2 sim—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
heat_equation_2dTier-2 sim—N/AN/A—pendingblocked lkir emitblocked lkir emit
horner_pure_liTier-2 sim—N/AN/A—pendingblocked lkir emitblocked lkir emit
lig.kernel.dot_f32LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.heat_stencil_2d_f32LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.horner_f32LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.matmul_f32LiG kernel178.630 ms4.75 µsN/Afailfailcuda device pilotspirv validation stub ok
lig.kernel.matmul_f64LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.md_force_fullLiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.md_force_shortLiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.memcpy_d2h_f32LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.memcpy_h2d_f32LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.mlp_forward_f32LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.present_blit_rgba8LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.quat_rotate_vec3LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.reduce_sum_f32LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
lig.kernel.sph_density_f32LiG kernelN/AN/AN/Apendingpendingblocked lkir emitblocked lkir emit
matmul_blockedTier-2 simN/AN/AN/Aunknownunknownli smoke cpu onlyblocked lkir emit
matmul_naiveTier-2 simN/AN/AN/Aunknownunknownli smoke cpu onlyblocked lkir emit
md_lennard_jonesTier-2 sim—N/AN/A—pendingblocked lkir emitblocked lkir emit
nbody_gravityTier-2 sim—N/AN/A—pendingblocked lkir emitblocked lkir emit
reduce_sumTier-2 sim—N/AN/A—pendingblocked lkir emitblocked lkir emit
simd_dotTier-2 sim—N/AN/A—pendingblocked lkir emitblocked lkir emit
sph_dam_break_2dTier-2 sim—N/AN/A—pendingblocked lkir emitblocked lkir emit
three_bodyTier-2 sim—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map
wave_equation_1dTier-2 sim—N/AN/A—pendingblocked no lkir kernel mapblocked no lkir kernel map

Blockers on this host

  • AMD ROCm GPU lab node: HIP/ROCm backend cannot be timed without AMD hardware + ROCm stack
  • Apple Silicon Metal lab node: Metal backend requires macOS host; Linux CI cannot validate Metal emit
  • LKIR emit for CUDA, HIP, Metal, SPIR-V: Whole-suite GPU timing blocked until compiler lowers LKIR to all vendor paths
  • Multi-vendor GPU benchmark farm: Run full scientific+sim matrix nightly on NVIDIA + AMD + Apple + WebGPU reference hosts

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