llvm-calc-occupancy - AMDGPU occupancy calculator

SYNOPSIS

llvm-calc-occupancy -mcpu=<gfxNNN> [options]

DESCRIPTION

llvm-calc-occupancy reports the occupancy (waves per execution unit) that an AMDGPU kernel would achieve for a given combination of workgroup size, VGPR usage, SGPR usage and LDS allocation. It is a thin front-end over the same occupancy math the AMDGPU backend uses (GCNSubtarget), so the numbers match what the compiler computes for an equivalent kernel.

Any resource that is not specified is treated as unconstrained. When the workgroup size is left unspecified (or given as a range), the occupancy is reported as a range as well.

The tool only supports the AMDGPU target. New callers should use the amdgpu triple (for example amdgpu-amd-amdhsa); the legacy amdgcn spelling is still accepted.

EXAMPLE

$ llvm-calc-occupancy -mcpu=gfx90a --wg-size=512 --vgprs=50 --sgprs=30
llvm-calc-occupancy - AMDGPU occupancy calculator

Target
  Triple:              amdgpu-amd-amdhsa
  GPU (-mcpu):         gfx90a
  Wavefront size:      64
  Max waves/EU:        8 (waves per SIMD, hardware limit)
  SIMDs/work-group:    4
  ...

Per-constraint occupancy (waves/EU)
  Workgroup + LDS:     8
  VGPRs:               8
  SGPRs:               8

Result
  Occupancy:           8 waves/EU (32 waves/CU)
  Limited by:          workgroup size / LDS, VGPRs, SGPRs
  Next step:           already at the hardware maximum

OPTIONS

:::{option} -mcpu= Target GPU, for example gfx90a. Required. :::

:::{option} -mtriple= Target triple. Defaults to amdgpu-amd-amdhsa. Must be an AMDGPU triple (the amdgpu or legacy amdgcn arch). :::

:::{option} -mattr= Comma-separated list of subtarget features, for example +wavefrontsize32. :::

:::{option} –wg-size=, –flat-workgroup-size= Flat workgroup size. Accepts a single value N or a range MIN:MAX. When omitted, the full legal range is assumed and the occupancy is reported as a range. :::

:::{option} –vgprs= Number of VGPRs used per lane. When omitted, VGPRs do not constrain the occupancy. :::

:::{option} –sgprs= Number of SGPRs used per wave. When omitted, SGPRs do not constrain the occupancy. :::

:::{option} –lds= LDS bytes allocated per workgroup. Accepts an optional k/kb or m/mb suffix (base 1024). :::

:::{option} –dynamic-vgpr-block-size= Dynamic VGPR block size. 0 (the default) disables dynamic VGPR mode. :::

:::{option} –limits Print, for each occupancy level supported by the GPU, the maximum number of VGPRs and SGPRs that still reaches that level. :::

:::{option} –help Print a summary of command line options and exit. :::

EXIT STATUS

llvm-calc-occupancy returns 0 on success and a non-zero exit code if the arguments are invalid (for example a missing or non-AMDGPU target).