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elwise_linear_transform.hjson
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elwise_linear_transform.hjson
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{
72a3ce98-5d21-48bf-b402-6ee96bafd1b6: {
description: "Transformations for the NVIDIA Titan V"
# 64-bit or 32-bit kernel
FP32:{
# Polynomial order
2:[
# Format: [Transformation, args, kwargs]
["split_iname", ["iel", 64], {outer_tag: "g.0", slabs:[0,1]}],
["split_iname", ["iel_inner", 32], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,1]}],
["split_iname", ["idof", 10], {outer_tag: "g.1", inner_tag: "l.1"}],
["add_prefetch", ["vec", "j,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
["add_prefetch", ["mat", "j"], {temporary_name: "matfp", default_tag: "unr"}],
],
3:[
["split_iname", ["iel", 64], {outer_tag: "g.0", slabs:[0,1]}],
["split_iname", ["iel_inner", 16], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,1]}],
["split_iname", ["idof", 20], {outer_tag: "g.1", inner_tag: "l.1"}],
#["split_iname", ["idof", 20], {outer_tag: "g.1"}],
#["split_iname", ["idof_inner", 10], {outer_tag: "ilp", inner_tag: "l.1"}],
["add_prefetch", ["vec", "j,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
#["add_prefetch", ["mat", "j"], {temporary_name: "matfp", default_tag: "unr"}],
],
4:[
# Move this to array context?
#["tag_array_axes", ["mat", "sep,c,c"]],
#["tag_array_axes", ["result", "sep,f,f"]],
#["tag_array_axes", ["vec", "f,f"]],
["split_iname", ["iel", 64], {outer_tag: "g.0", slabs:[0,1]}],
["split_iname", ["iel_inner", 16], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,1]}],
["split_iname", ["idof", 35], {outer_tag: "g.1", inner_tag: "l.1"}],
["add_prefetch", ["vec", "j,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
["add_prefetch", ["mat", "j"], {temporary_name: "matfp", default_tag: "unr"}],
#["split_iname", ["iel", 64], {outer_tag: "g.0", slabs:[0,1]}],
#["split_iname", ["iel_inner", 16], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,1]}],
#["split_iname", ["idof", 35], {outer_tag: "g.1", inner_tag: "l.1"}],
#["add_prefetch", ["vec", "j,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
#["add_prefetch", ["mat", "j"], {temporary_name: "matfp", default_tag: "unr"}],
],
5:[
["split_iname", ["iel", 192], {outer_tag: "g.0", slabs: [0,1]}],
["split_iname", ["iel_inner", 16], {outer_tag: "ilp", inner_tag: "l.0", slabs: [0,1]}],
["split_iname", ["idof", 56], {outer_tag: "g.1", inner_tag: "l.1"}],
["split_iname", ["j", 8], {outer_tag: "for", inner_tag: "for"}],
["add_prefetch", ["vec", "j_outer,j_inner,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
["add_prefetch", ["mat", "j_inner"], {temporary_name: "mat1fp", default_tag: "unr"}],
6:[
["split_iname", ["iel", 128], {outer_tag: "g.0", slabs:[0,1]}],
["split_iname", ["iel_inner", 32], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,1]}],
["split_iname", ["idof", 42], {outer_tag: "g.1"}],
["split_iname", ["idof_inner", 14], {outer_tag: "ilp", inner_tag: "l.1"}],
["split_iname", ["j", 14], {outer_tag: "for", inner_tag: "for"}],
["add_prefetch", ["vec", "j_outer,j_inner,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
["add_prefetch", ["mat", "j_inner"], {temporary_name: "matfp", default_tag: "unr"}],
#["add_prefetch", ["mat2", "j_inner"], {temporary_name: "mat2fp", default_tag: "unr"}],
#["add_prefetch", ["mat3", "j_inner"], {temporary_name: "mat3fp", default_tag: "unr"}],
#["rename_iname", ["mat3_dim_1", "mat1_dim_1"], {existing_ok: true}],
#["rename_iname", ["mat2_dim_1", "mat1_dim_1"], {existing_ok: true}],
],
7:[
["split_iname", ["iel", 96], {outer_tag: "g.0", slabs: [0,1]}],
["split_iname", ["iel_inner", 8], {outer_tag: "ilp", inner_tag: "l.0", slabs: [0,1]}],
["split_iname", ["idof", 120], {outer_tag: "g.1", inner_tag: "l.1"}],
["split_iname", ["j", 8], {outer_tag: "for", inner_tag: "for"}],
["add_prefetch", ["vec", "j_outer,j_inner,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
["add_prefetch", ["mat", "j_inner"], {temporary_name: "matfp", default_tag: "unr"}],
#["add_prefetch", ["mat2", "j_inner"], {temporary_name: "mat2fp", default_tag: "unr"}],
#["add_prefetch", ["mat3", "j_inner"], {temporary_name: "mat3fp", default_tag: "unr"}],
#["rename_iname", ["mat3_dim_1", "mat1_dim_1"], {existing_ok: true}],
#["rename_iname", ["mat2_dim_1", "mat1_dim_1"], {existing_ok: true}],
]
}
# Not optimized, just copied from 32 bit version
FP64: {
10:[
# Format: [Transformation, args, kwargs]
#["split_iname", ["iel", 128], {outer_tag: "g.0", slabs:[0,1]}],
#["split_iname", ["iel_inner", 32], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,1]}],
#["split_iname", ["idof", 10], {outer_tag: "g.1", inner_tag: "l.1"}],
#["add_prefetch", ["vec", "j,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
#["add_prefetch", ["mat", "j"], {temporary_name: "matfp", default_tag: "unr"}],
["split_iname", ["iel", 96], {outer_tag: "g.0", slabs:[0,1]}],
["split_iname", ["iel_inner", 32], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,1]}],
["split_iname", ["idof", 10], {outer_tag: "g.1", slabs:[0,0]}],
["split_iname", ["idof_inner", 10], {outer_tag: "ilp", inner_tag: "l.1", slabs:[0,0]}],
["add_prefetch", ["vec", "j,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
["tag_array_axes", ["vecf", "f,f"]],
["split_iname", ["j", 10], {outer_tag: "for", inner_tag: "for"}],
["add_inames_for_unused_hw_axes"],
],
20:[
["split_iname", ["iel", 128], {outer_tag: "g.0", slabs:[0,1]}],
# For tests uncomment this
#["split_iname", ["iel", 32], {outer_tag: "g.0", slabs:[0,1]}],
["split_iname", ["iel_inner", 32], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,0]}],
#["split_iname", ["idof", 10], {outer_tag: "g.1", inner_tag: "l.1"}],
["split_iname", ["idof", 20], {outer_tag: "g.1"}],
["split_iname", ["idof_inner", 10], {outer_tag: "ilp", inner_tag: "l.1"}],
# For tests comment this
["add_prefetch", ["vec", "j,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag:"l.auto"}],
#["split_iname", ["vec_dim_1_outer", "20"], {outer_tag:"g.1"}],
#["split_iname", ["vec_dim_1_outer", "20"], {outer_tag:"g.1", inner_tag:"ilp", slabs:[0,0]}],
#["tag_inames", [[ ["vec_dim_0_inner", "l.0"],
# ["vec_dim_1_inner", "l.1"],
# ["vec_dim_1_outer","ilp"],
# ["vec_dim_0_outer","ilp"]]]],
#["add_prefetch", ["mat", "j"], {temporary_name: "matfp", default_tag: "unr"}],
["split_iname", ["j", 20], {outer_tag: "for", inner_tag: "for", slabs:[0,0]}],
["tag_array_axes", ["vecf", "f,f"]],
["add_inames_for_unused_hw_axes"],
],
35:[
# Move this to array context?
#["tag_array_axes", ["mat", "sep,c,c"]],
#["tag_array_axes", ["result", "sep,f,f"]],
#["tag_array_axes", ["vec", "f,f"]],
["split_iname", ["iel", 56], {outer_tag: "g.0", slabs:[0,1]}],
["split_iname", ["iel_inner", 8], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,1]}],
# See if these pass the tests
#["split_iname", ["iel", 12], {outer_tag: "g.0", slabs:[0,1]}],
#["split_iname", ["iel_inner", 4], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,1]}],
#["split_iname", ["idof", 35], {outer_tag: "g.1", inner_tag: "l.1"}],
["split_iname", ["idof", 35], {outer_tag: "g.1"}],
["split_iname", ["idof_inner", 7], {outer_tag: "ilp", inner_tag: "l.1"}],
["add_prefetch", ["vec", "j,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
["tag_array_axes", ["vecf", "f,f"]],
["split_iname", ["j", 35], {outer_tag: "for", inner_tag: "for"}],
#["add_prefetch", ["mat", "j"], {temporary_name: "matfp", default_tag: "unr"}],
["add_inames_for_unused_hw_axes"],
],
56:[
["split_iname", ["iel", 64], {outer_tag: "g.0", slabs: [0,1]}],
["split_iname", ["iel_inner", 16], {outer_tag: "ilp", inner_tag: "l.0", slabs: [0,1]}],
["split_iname", ["idof", 56], {outer_tag: "g.1"}],
["split_iname", ["idof_inner", 8], {outer_tag: "ilp", inner_tag: "l.1"}],
#["split_iname", ["idof", 56], {outer_tag: "g.1", inner_tag: "l.1"}],
#["split_iname", ["j", 8], {outer_tag: "for", inner_tag: "for"}],
["add_prefetch", ["vec", "j,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
#["add_prefetch", ["vec", "j_outer,j_inner,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
#["add_prefetch", ["mat", "j_inner"], {temporary_name: "mat1fp", default_tag: "unr"}],
]
84:[
["split_iname", ["iel", 64], {outer_tag: "g.0", slabs:[0,1]}],
["split_iname", ["iel_inner", 16], {outer_tag: "ilp", inner_tag: "l.0", slabs:[0,1]}],
["split_iname", ["idof", 84], {outer_tag: "g.1"}],
["split_iname", ["idof_inner", 12], {outer_tag: "ilp", inner_tag: "l.1"}],
["split_iname", ["j", 12], {outer_tag: "for", inner_tag: "for"}],
["add_prefetch", ["vec", "j_outer,j_inner,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
#["add_prefetch", ["vec", "j,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
#["add_prefetch", ["mat", "j_inner"], {temporary_name: "matfp", default_tag: "unr"}],
#["rename_iname", ["mat3_dim_1", "mat1_dim_1"], {existing_ok: true}],
#["rename_iname", ["mat2_dim_1", "mat1_dim_1"], {existing_ok: true}],
],
120:[
["split_iname", ["iel", 48], {outer_tag: "g.0", slabs: [0,1]}],
["split_iname", ["iel_inner", 16], {outer_tag: "ilp", inner_tag: "l.0", slabs: [0,1]}],
["split_iname", ["idof", 120], {outer_tag: "g.1"}],
["split_iname", ["idof_inner", 12], {outer_tag: "ilp", inner_tag: "l.1"}],
#["split_iname", ["idof", 120], {outer_tag: "g.1", inner_tag: "l.1"}],
["split_iname", ["j", 8], {outer_tag: "for", inner_tag: "for"}],
["add_prefetch", ["vec", "j_outer,j_inner,iel_inner_outer,iel_inner_inner"], {temporary_name: "vecf", default_tag: "l.auto"}],
#["add_prefetch", ["mat", "j_inner"], {temporary_name: "matfp", default_tag: "unr"}],
#["add_prefetch", ["mat2", "j_inner"], {temporary_name: "mat2fp", default_tag: "unr"}],
#["add_prefetch", ["mat3", "j_inner"], {temporary_name: "mat3fp", default_tag: "unr"}],
#["rename_iname", ["mat3_dim_1", "mat1_dim_1"], {existing_ok: true}],
#["rename_iname", ["mat2_dim_1", "mat1_dim_1"], {existing_ok: true}],
]
}
}
1d7cab16-19bd-4474-95f2-44ed1c0e60df: {}
}