scripts/generate-f32-spmm.sh

#!/bin/sh
# Copyright 2019 Google LLC
#
# This source code is licensed under the BSD-style license found in the
# LICENSE file in the root directory of this source tree.

#################################### Scalar ###################################
### Microkernels without unrolling
tools/xngen src/f32-spmm/scalar.c.in -D MR=1 -D NR=1 -D UNROLL=1 -o src/f32-spmm/gen/1x1-minmax-scalar.c
tools/xngen src/f32-spmm/scalar.c.in -D MR=2 -D NR=1 -D UNROLL=1 -o src/f32-spmm/gen/2x1-minmax-scalar.c
tools/xngen src/f32-spmm/scalar.c.in -D MR=4 -D NR=1 -D UNROLL=1 -o src/f32-spmm/gen/4x1-minmax-scalar.c
tools/xngen src/f32-spmm/scalar.c.in -D MR=8 -D NR=1 -D UNROLL=1 -o src/f32-spmm/gen/8x1-minmax-scalar.c
tools/xngen src/f32-spmm/scalar.c.in -D MR=8 -D NR=2 -D UNROLL=1 -o src/f32-spmm/gen/8x2-minmax-scalar.c
tools/xngen src/f32-spmm/scalar.c.in -D MR=8 -D NR=4 -D UNROLL=1 -o src/f32-spmm/gen/8x4-minmax-scalar.c
### Microkernels with software pipelining
tools/xngen src/f32-spmm/scalar-pipelined.c.in -D MR=1 -D NR=1 -o src/f32-spmm/gen/1x1-minmax-scalar-pipelined.c
tools/xngen src/f32-spmm/scalar-pipelined.c.in -D MR=2 -D NR=1 -o src/f32-spmm/gen/2x1-minmax-scalar-pipelined.c
tools/xngen src/f32-spmm/scalar-pipelined.c.in -D MR=4 -D NR=1 -o src/f32-spmm/gen/4x1-minmax-scalar-pipelined.c
tools/xngen src/f32-spmm/scalar-pipelined.c.in -D MR=8 -D NR=1 -o src/f32-spmm/gen/8x1-minmax-scalar-pipelined.c

################################### ARM NEON ##################################
### Microkernels without unrolling
tools/xngen src/f32-spmm/neon.c.in -D MR=4  -D NR=1 -D UNROLL=1 -D FMA=0 -o src/f32-spmm/gen/4x1-minmax-neon.c
tools/xngen src/f32-spmm/neon.c.in -D MR=8  -D NR=1 -D UNROLL=1 -D FMA=0 -o src/f32-spmm/gen/8x1-minmax-neon.c
tools/xngen src/f32-spmm/neon.c.in -D MR=12 -D NR=1 -D UNROLL=1 -D FMA=0 -o src/f32-spmm/gen/12x1-minmax-neon.c
tools/xngen src/f32-spmm/neon.c.in -D MR=16 -D NR=1 -D UNROLL=1 -D FMA=0 -o src/f32-spmm/gen/16x1-minmax-neon.c
tools/xngen src/f32-spmm/neon.c.in -D MR=32 -D NR=1 -D UNROLL=1 -D FMA=0 -o src/f32-spmm/gen/32x1-minmax-neon.c

tools/xngen src/f32-spmm/neon.c.in -D MR=4  -D NR=1 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/4x1-minmax-neonfma.c
tools/xngen src/f32-spmm/neon.c.in -D MR=8  -D NR=1 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/8x1-minmax-neonfma.c
tools/xngen src/f32-spmm/neon.c.in -D MR=12 -D NR=1 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/12x1-minmax-neonfma.c
tools/xngen src/f32-spmm/neon.c.in -D MR=16 -D NR=1 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/16x1-minmax-neonfma.c
tools/xngen src/f32-spmm/neon.c.in -D MR=32 -D NR=1 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/32x1-minmax-neonfma.c

### Microkernels with 2X unrolling
tools/xngen src/f32-spmm/neon.c.in -D MR=4  -D NR=1 -D UNROLL=2 -D FMA=0 -o src/f32-spmm/gen/4x1-minmax-neon-x2.c
tools/xngen src/f32-spmm/neon.c.in -D MR=8  -D NR=1 -D UNROLL=2 -D FMA=0 -o src/f32-spmm/gen/8x1-minmax-neon-x2.c
tools/xngen src/f32-spmm/neon.c.in -D MR=16 -D NR=1 -D UNROLL=2 -D FMA=0 -o src/f32-spmm/gen/16x1-minmax-neon-x2.c
tools/xngen src/f32-spmm/neon.c.in -D MR=32 -D NR=1 -D UNROLL=2 -D FMA=0 -o src/f32-spmm/gen/32x1-minmax-neon-x2.c

tools/xngen src/f32-spmm/neon.c.in -D MR=4  -D NR=1 -D UNROLL=2 -D FMA=1 -o src/f32-spmm/gen/4x1-minmax-neonfma-x2.c
tools/xngen src/f32-spmm/neon.c.in -D MR=8  -D NR=1 -D UNROLL=2 -D FMA=1 -o src/f32-spmm/gen/8x1-minmax-neonfma-x2.c
tools/xngen src/f32-spmm/neon.c.in -D MR=16 -D NR=1 -D UNROLL=2 -D FMA=1 -o src/f32-spmm/gen/16x1-minmax-neonfma-x2.c
tools/xngen src/f32-spmm/neon.c.in -D MR=32 -D NR=1 -D UNROLL=2 -D FMA=1 -o src/f32-spmm/gen/32x1-minmax-neonfma-x2.c

### Microkernels for blocks of output channels
tools/xngen src/f32-spmm/neon-blocked.c.in -D MR=4  -D NR=2 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/4x2-minmax-neonfma.c
tools/xngen src/f32-spmm/neon-blocked.c.in -D MR=8  -D NR=2 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/8x2-minmax-neonfma.c
tools/xngen src/f32-spmm/neon-blocked.c.in -D MR=12 -D NR=2 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/12x2-minmax-neonfma.c
tools/xngen src/f32-spmm/neon-blocked.c.in -D MR=16 -D NR=2 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/16x2-minmax-neonfma.c
tools/xngen src/f32-spmm/neon-blocked.c.in -D MR=32 -D NR=2 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/32x2-minmax-neonfma.c
tools/xngen src/f32-spmm/neon-blocked.c.in -D MR=4  -D NR=4 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/4x4-minmax-neonfma.c
tools/xngen src/f32-spmm/neon-blocked.c.in -D MR=8  -D NR=4 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/8x4-minmax-neonfma.c
tools/xngen src/f32-spmm/neon-blocked.c.in -D MR=12 -D NR=4 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/12x4-minmax-neonfma.c
tools/xngen src/f32-spmm/neon-blocked.c.in -D MR=16 -D NR=4 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/16x4-minmax-neonfma.c
tools/xngen src/f32-spmm/neon-blocked.c.in -D MR=32 -D NR=4 -D UNROLL=1 -D FMA=1 -o src/f32-spmm/gen/32x4-minmax-neonfma.c

### Microkernels with software pipelining
tools/xngen src/f32-spmm/neon-pipelined.c.in -D MR=4  -D NR=1 -D FMA=0 -o src/f32-spmm/gen/4x1-minmax-neon-pipelined.c
tools/xngen src/f32-spmm/neon-pipelined.c.in -D MR=8  -D NR=1 -D FMA=0 -o src/f32-spmm/gen/8x1-minmax-neon-pipelined.c
tools/xngen src/f32-spmm/neon-pipelined.c.in -D MR=16 -D NR=1 -D FMA=0 -o src/f32-spmm/gen/16x1-minmax-neon-pipelined.c
tools/xngen src/f32-spmm/neon-pipelined.c.in -D MR=32 -D NR=1 -D FMA=0 -o src/f32-spmm/gen/32x1-minmax-neon-pipelined.c

tools/xngen src/f32-spmm/neon-pipelined.c.in -D MR=4  -D NR=1 -D FMA=1 -o src/f32-spmm/gen/4x1-minmax-neonfma-pipelined.c
tools/xngen src/f32-spmm/neon-pipelined.c.in -D MR=8  -D NR=1 -D FMA=1 -o src/f32-spmm/gen/8x1-minmax-neonfma-pipelined.c
tools/xngen src/f32-spmm/neon-pipelined.c.in -D MR=16 -D NR=1 -D FMA=1 -o src/f32-spmm/gen/16x1-minmax-neonfma-pipelined.c
tools/xngen src/f32-spmm/neon-pipelined.c.in -D MR=32 -D NR=1 -D FMA=1 -o src/f32-spmm/gen/32x1-minmax-neonfma-pipelined.c

################################### x86 SSE ###################################
### Microkernels without unrolling
tools/xngen src/f32-spmm/sse.c.in -D MR=4 -D NR=1 -D UNROLL=1 -o src/f32-spmm/gen/4x1-minmax-sse.c
tools/xngen src/f32-spmm/sse.c.in -D MR=8  -D NR=1 -D UNROLL=1 -o src/f32-spmm/gen/8x1-minmax-sse.c
tools/xngen src/f32-spmm/sse.c.in -D MR=16 -D NR=1 -D UNROLL=1 -o src/f32-spmm/gen/16x1-minmax-sse.c
tools/xngen src/f32-spmm/sse.c.in -D MR=32 -D NR=1 -D UNROLL=1 -o src/f32-spmm/gen/32x1-minmax-sse.c

################################### WASM SIMD ###################################
### Microkernels without unrolling.
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=4  -D NR=1 -D X86=0 -D UNROLL=1 -o src/f32-spmm/gen/4x1-minmax-wasmsimd-arm.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=8  -D NR=1 -D X86=0 -D UNROLL=1 -o src/f32-spmm/gen/8x1-minmax-wasmsimd-arm.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=16 -D NR=1 -D X86=0 -D UNROLL=1 -o src/f32-spmm/gen/16x1-minmax-wasmsimd-arm.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=32 -D NR=1 -D X86=0 -D UNROLL=1 -o src/f32-spmm/gen/32x1-minmax-wasmsimd-arm.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=4  -D NR=1 -D X86=1 -D UNROLL=1 -o src/f32-spmm/gen/4x1-minmax-wasmsimd-x86.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=8  -D NR=1 -D X86=1 -D UNROLL=1 -o src/f32-spmm/gen/8x1-minmax-wasmsimd-x86.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=16 -D NR=1 -D X86=1 -D UNROLL=1 -o src/f32-spmm/gen/16x1-minmax-wasmsimd-x86.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=32 -D NR=1 -D X86=1 -D UNROLL=1 -o src/f32-spmm/gen/32x1-minmax-wasmsimd-x86.c

### Microkernels with 2X unrolling
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=4  -D NR=1 -D X86=0 -D UNROLL=2 -o src/f32-spmm/gen/4x1-minmax-wasmsimd-arm-x2.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=8  -D NR=1 -D X86=0 -D UNROLL=2 -o src/f32-spmm/gen/8x1-minmax-wasmsimd-arm-x2.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=16 -D NR=1 -D X86=0 -D UNROLL=2 -o src/f32-spmm/gen/16x1-minmax-wasmsimd-arm-x2.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=32 -D NR=1 -D X86=0 -D UNROLL=2 -o src/f32-spmm/gen/32x1-minmax-wasmsimd-arm-x2.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=4  -D NR=1 -D X86=1 -D UNROLL=2 -o src/f32-spmm/gen/4x1-minmax-wasmsimd-x86-x2.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=8  -D NR=1 -D X86=1 -D UNROLL=2 -o src/f32-spmm/gen/8x1-minmax-wasmsimd-x86-x2.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=16 -D NR=1 -D X86=1 -D UNROLL=2 -o src/f32-spmm/gen/16x1-minmax-wasmsimd-x86-x2.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=32 -D NR=1 -D X86=1 -D UNROLL=2 -o src/f32-spmm/gen/32x1-minmax-wasmsimd-x86-x2.c

### Microkernels with 4X unrolling
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=4  -D NR=1 -D X86=0 -D UNROLL=4 -o src/f32-spmm/gen/4x1-minmax-wasmsimd-arm-x4.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=8  -D NR=1 -D X86=0 -D UNROLL=4 -o src/f32-spmm/gen/8x1-minmax-wasmsimd-arm-x4.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=16 -D NR=1 -D X86=0 -D UNROLL=4 -o src/f32-spmm/gen/16x1-minmax-wasmsimd-arm-x4.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=32 -D NR=1 -D X86=0 -D UNROLL=4 -o src/f32-spmm/gen/32x1-minmax-wasmsimd-arm-x4.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=4  -D NR=1 -D X86=1 -D UNROLL=4 -o src/f32-spmm/gen/4x1-minmax-wasmsimd-x86-x4.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=8  -D NR=1 -D X86=1 -D UNROLL=4 -o src/f32-spmm/gen/8x1-minmax-wasmsimd-x86-x4.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=16 -D NR=1 -D X86=1 -D UNROLL=4 -o src/f32-spmm/gen/16x1-minmax-wasmsimd-x86-x4.c
tools/xngen src/f32-spmm/wasmsimd.c.in -D MR=32 -D NR=1 -D X86=1 -D UNROLL=4 -o src/f32-spmm/gen/32x1-minmax-wasmsimd-x86-x4.c

### Microkernels with software pipelining
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=4  -D NR=1 -D X86=0 -D UNROLL=1 -o src/f32-spmm/gen/4x1-minmax-wasmsimd-arm-pipelined.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=8  -D NR=1 -D X86=0 -D UNROLL=1 -o src/f32-spmm/gen/8x1-minmax-wasmsimd-arm-pipelined.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=16 -D NR=1 -D X86=0 -D UNROLL=1 -o src/f32-spmm/gen/16x1-minmax-wasmsimd-arm-pipelined.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=32 -D NR=1 -D X86=0 -D UNROLL=1 -o src/f32-spmm/gen/32x1-minmax-wasmsimd-arm-pipelined.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=4  -D NR=1 -D X86=1 -D UNROLL=1 -o src/f32-spmm/gen/4x1-minmax-wasmsimd-x86-pipelined.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=8  -D NR=1 -D X86=1 -D UNROLL=1 -o src/f32-spmm/gen/8x1-minmax-wasmsimd-x86-pipelined.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=16 -D NR=1 -D X86=1 -D UNROLL=1 -o src/f32-spmm/gen/16x1-minmax-wasmsimd-x86-pipelined.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=32 -D NR=1 -D X86=1 -D UNROLL=1 -o src/f32-spmm/gen/32x1-minmax-wasmsimd-x86-pipelined.c

### Microkernels with software pipelining and 2X unrolling
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=4  -D NR=1 -D X86=0 -D UNROLL=2 -o src/f32-spmm/gen/4x1-minmax-wasmsimd-arm-pipelined-x2.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=8  -D NR=1 -D X86=0 -D UNROLL=2 -o src/f32-spmm/gen/8x1-minmax-wasmsimd-arm-pipelined-x2.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=16 -D NR=1 -D X86=0 -D UNROLL=2 -o src/f32-spmm/gen/16x1-minmax-wasmsimd-arm-pipelined-x2.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=32 -D NR=1 -D X86=0 -D UNROLL=2 -o src/f32-spmm/gen/32x1-minmax-wasmsimd-arm-pipelined-x2.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=4  -D NR=1 -D X86=1 -D UNROLL=2 -o src/f32-spmm/gen/4x1-minmax-wasmsimd-x86-pipelined-x2.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=8  -D NR=1 -D X86=1 -D UNROLL=2 -o src/f32-spmm/gen/8x1-minmax-wasmsimd-x86-pipelined-x2.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=16 -D NR=1 -D X86=1 -D UNROLL=2 -o src/f32-spmm/gen/16x1-minmax-wasmsimd-x86-pipelined-x2.c
tools/xngen src/f32-spmm/wasmsimd-pipelined.c.in -D MR=32 -D NR=1 -D X86=1 -D UNROLL=2 -o src/f32-spmm/gen/32x1-minmax-wasmsimd-x86-pipelined-x2.c

################################## Unit tests #################################
tools/generate-spmm-test.py --spec test/f32-spmm-minmax.yaml --output test/f32-spmm-minmax.cc