wgsl: Add scalarRange and sparseScalarRange to FPTraits API (#3182)

There is also a bunch of refactoring of fullF*Range to scalarF*Range
and such to make things clearer, since it always confuses people that
fullF32Range only returns a subset of f32.

Issue #3174

src/resources/cache/hashes.json

@@ -1,106 +1,106 @@
 {
-  "webgpu/shader/execution/binary/af_addition.bin": "9ad2b249",
-  "webgpu/shader/execution/binary/af_logical.bin": "ae4d0245",
-  "webgpu/shader/execution/binary/af_division.bin": "d3376690",
-  "webgpu/shader/execution/binary/af_matrix_addition.bin": "e3bc27b",
-  "webgpu/shader/execution/binary/af_matrix_subtraction.bin": "9cc3291c",
-  "webgpu/shader/execution/binary/af_multiplication.bin": "17f2a567",
-  "webgpu/shader/execution/binary/af_remainder.bin": "5582cf38",
-  "webgpu/shader/execution/binary/af_subtraction.bin": "de31266e",
-  "webgpu/shader/execution/binary/f16_addition.bin": "6cd9e104",
-  "webgpu/shader/execution/binary/f16_logical.bin": "8b97670c",
-  "webgpu/shader/execution/binary/f16_division.bin": "10202143",
-  "webgpu/shader/execution/binary/f16_matrix_addition.bin": "63f361ba",
-  "webgpu/shader/execution/binary/f16_matrix_matrix_multiplication.bin": "47fb7bc",
-  "webgpu/shader/execution/binary/f16_matrix_scalar_multiplication.bin": "89b49d2f",
-  "webgpu/shader/execution/binary/f16_matrix_subtraction.bin": "1c7c2571",
-  "webgpu/shader/execution/binary/f16_matrix_vector_multiplication.bin": "551ba6cc",
-  "webgpu/shader/execution/binary/f16_multiplication.bin": "e5c32f73",
-  "webgpu/shader/execution/binary/f16_remainder.bin": "404927e7",
-  "webgpu/shader/execution/binary/f16_subtraction.bin": "64188676",
-  "webgpu/shader/execution/binary/f32_addition.bin": "741c7a51",
-  "webgpu/shader/execution/binary/f32_logical.bin": "c761067f",
-  "webgpu/shader/execution/binary/f32_division.bin": "69aeed3a",
-  "webgpu/shader/execution/binary/f32_matrix_addition.bin": "10082f79",
-  "webgpu/shader/execution/binary/f32_matrix_matrix_multiplication.bin": "e82ac781",
-  "webgpu/shader/execution/binary/f32_matrix_scalar_multiplication.bin": "2bd684f",
-  "webgpu/shader/execution/binary/f32_matrix_subtraction.bin": "48da0bda",
-  "webgpu/shader/execution/binary/f32_matrix_vector_multiplication.bin": "8776a032",
-  "webgpu/shader/execution/binary/f32_multiplication.bin": "565152c2",
-  "webgpu/shader/execution/binary/f32_remainder.bin": "87e5fe4e",
-  "webgpu/shader/execution/binary/f32_subtraction.bin": "fd539f36",
-  "webgpu/shader/execution/binary/i32_arithmetic.bin": "d385729b",
-  "webgpu/shader/execution/binary/i32_comparison.bin": "a212a9e5",
-  "webgpu/shader/execution/binary/u32_arithmetic.bin": "d9387c9a",
-  "webgpu/shader/execution/binary/u32_comparison.bin": "cb609171",
-  "webgpu/shader/execution/abs.bin": "3161e44d",
-  "webgpu/shader/execution/acos.bin": "dc04c013",
-  "webgpu/shader/execution/acosh.bin": "5f2d5d46",
-  "webgpu/shader/execution/asin.bin": "7dcbb4e4",
-  "webgpu/shader/execution/asinh.bin": "a7826495",
-  "webgpu/shader/execution/atan.bin": "c38ef29f",
-  "webgpu/shader/execution/atan2.bin": "e3fe2caf",
-  "webgpu/shader/execution/atanh.bin": "7bbb6084",
-  "webgpu/shader/execution/bitcast.bin": "87bfa9e8",
-  "webgpu/shader/execution/ceil.bin": "e43ad5bb",
-  "webgpu/shader/execution/clamp.bin": "f59d5615",
-  "webgpu/shader/execution/cos.bin": "84722156",
-  "webgpu/shader/execution/cosh.bin": "cf071209",
-  "webgpu/shader/execution/cross.bin": "bf2f7adf",
-  "webgpu/shader/execution/degrees.bin": "c4254ee0",
-  "webgpu/shader/execution/determinant.bin": "e5fe08db",
-  "webgpu/shader/execution/distance.bin": "89368db",
-  "webgpu/shader/execution/dot.bin": "5902ed6a",
-  "webgpu/shader/execution/exp.bin": "fdbe406e",
-  "webgpu/shader/execution/exp2.bin": "69983959",
-  "webgpu/shader/execution/faceForward.bin": "56141bff",
-  "webgpu/shader/execution/floor.bin": "cc77695",
-  "webgpu/shader/execution/fma.bin": "63b076cc",
-  "webgpu/shader/execution/fract.bin": "46113f72",
-  "webgpu/shader/execution/frexp.bin": "7a578d2d",
-  "webgpu/shader/execution/inverseSqrt.bin": "b89e412c",
-  "webgpu/shader/execution/ldexp.bin": "2e387a8b",
-  "webgpu/shader/execution/length.bin": "1cf5a3d0",
-  "webgpu/shader/execution/log.bin": "d29e19c4",
-  "webgpu/shader/execution/log2.bin": "8493434a",
-  "webgpu/shader/execution/max.bin": "b3ac49b0",
-  "webgpu/shader/execution/min.bin": "7e92bdf4",
-  "webgpu/shader/execution/mix.bin": "a242b580",
-  "webgpu/shader/execution/modf.bin": "60c1b4c2",
-  "webgpu/shader/execution/normalize.bin": "d1c8e8ce",
-  "webgpu/shader/execution/pack2x16float.bin": "acd2d4cc",
-  "webgpu/shader/execution/pow.bin": "bd5ad2f1",
-  "webgpu/shader/execution/quantizeToF16.bin": "e1d5b687",
-  "webgpu/shader/execution/radians.bin": "ab8ffce",
-  "webgpu/shader/execution/reflect.bin": "21b95d6c",
-  "webgpu/shader/execution/refract.bin": "673f11a5",
-  "webgpu/shader/execution/round.bin": "e258877c",
-  "webgpu/shader/execution/saturate.bin": "ea81a5bb",
-  "webgpu/shader/execution/sign.bin": "506ea55a",
-  "webgpu/shader/execution/sin.bin": "a7343188",
-  "webgpu/shader/execution/sinh.bin": "958eb14d",
-  "webgpu/shader/execution/smoothstep.bin": "53d2d03f",
-  "webgpu/shader/execution/sqrt.bin": "bee99723",
-  "webgpu/shader/execution/step.bin": "5fd9e33e",
-  "webgpu/shader/execution/tan.bin": "7f4bdf13",
-  "webgpu/shader/execution/tanh.bin": "db866ad7",
-  "webgpu/shader/execution/transpose.bin": "5841777f",
-  "webgpu/shader/execution/trunc.bin": "7e39b544",
-  "webgpu/shader/execution/unpack2x16float.bin": "836d1dff",
-  "webgpu/shader/execution/unpack2x16snorm.bin": "c29710",
-  "webgpu/shader/execution/unpack2x16unorm.bin": "fee2226a",
-  "webgpu/shader/execution/unpack4x8snorm.bin": "fc72f2ee",
-  "webgpu/shader/execution/unpack4x8unorm.bin": "2e335e83",
-  "webgpu/shader/execution/unary/af_arithmetic.bin": "b332ab15",
-  "webgpu/shader/execution/unary/af_assignment.bin": "9cd4b66",
-  "webgpu/shader/execution/unary/bool_conversion.bin": "8916fbb",
-  "webgpu/shader/execution/unary/f16_arithmetic.bin": "5448a82c",
-  "webgpu/shader/execution/unary/f16_conversion.bin": "1ad05153",
-  "webgpu/shader/execution/unary/f32_arithmetic.bin": "a2e45ea0",
-  "webgpu/shader/execution/unary/f32_conversion.bin": "fa062da3",
-  "webgpu/shader/execution/unary/i32_arithmetic.bin": "2bba8fe4",
-  "webgpu/shader/execution/unary/i32_complement.bin": "caa954b2",
-  "webgpu/shader/execution/unary/i32_conversion.bin": "22a36f9e",
-  "webgpu/shader/execution/unary/u32_complement.bin": "fabf96c0",
-  "webgpu/shader/execution/unary/u32_conversion.bin": "ec57b500"
+  "webgpu/shader/execution/binary/af_addition.bin": "5bcc542",
+  "webgpu/shader/execution/binary/af_logical.bin": "e44143c0",
+  "webgpu/shader/execution/binary/af_division.bin": "62a4177a",
+  "webgpu/shader/execution/binary/af_matrix_addition.bin": "a5069db6",
+  "webgpu/shader/execution/binary/af_matrix_subtraction.bin": "7813d4bc",
+  "webgpu/shader/execution/binary/af_multiplication.bin": "bb76a321",
+  "webgpu/shader/execution/binary/af_remainder.bin": "c1095ea1",
+  "webgpu/shader/execution/binary/af_subtraction.bin": "84d7c81c",
+  "webgpu/shader/execution/binary/f16_addition.bin": "4ad63c83",
+  "webgpu/shader/execution/binary/f16_logical.bin": "978dd1ef",
+  "webgpu/shader/execution/binary/f16_division.bin": "e80548a6",
+  "webgpu/shader/execution/binary/f16_matrix_addition.bin": "796d135a",
+  "webgpu/shader/execution/binary/f16_matrix_matrix_multiplication.bin": "c81c7770",
+  "webgpu/shader/execution/binary/f16_matrix_scalar_multiplication.bin": "adc1bddc",
+  "webgpu/shader/execution/binary/f16_matrix_subtraction.bin": "e19f2fe",
+  "webgpu/shader/execution/binary/f16_matrix_vector_multiplication.bin": "535c6b56",
+  "webgpu/shader/execution/binary/f16_multiplication.bin": "3edc0aa9",
+  "webgpu/shader/execution/binary/f16_remainder.bin": "2f2492e4",
+  "webgpu/shader/execution/binary/f16_subtraction.bin": "d9a6b041",
+  "webgpu/shader/execution/binary/f32_addition.bin": "5fc8796d",
+  "webgpu/shader/execution/binary/f32_logical.bin": "88c065b6",
+  "webgpu/shader/execution/binary/f32_division.bin": "38f2e9b6",
+  "webgpu/shader/execution/binary/f32_matrix_addition.bin": "a0183a6e",
+  "webgpu/shader/execution/binary/f32_matrix_matrix_multiplication.bin": "27131729",
+  "webgpu/shader/execution/binary/f32_matrix_scalar_multiplication.bin": "1e60801c",
+  "webgpu/shader/execution/binary/f32_matrix_subtraction.bin": "999ef3aa",
+  "webgpu/shader/execution/binary/f32_matrix_vector_multiplication.bin": "4a4544c8",
+  "webgpu/shader/execution/binary/f32_multiplication.bin": "3cf38e52",
+  "webgpu/shader/execution/binary/f32_remainder.bin": "a3a1e05c",
+  "webgpu/shader/execution/binary/f32_subtraction.bin": "f5344626",
+  "webgpu/shader/execution/binary/i32_arithmetic.bin": "a65d1ba3",
+  "webgpu/shader/execution/binary/i32_comparison.bin": "65dff959",
+  "webgpu/shader/execution/binary/u32_arithmetic.bin": "8ca20dc6",
+  "webgpu/shader/execution/binary/u32_comparison.bin": "29afb233",
+  "webgpu/shader/execution/abs.bin": "2b89d10a",
+  "webgpu/shader/execution/acos.bin": "4e088b3a",
+  "webgpu/shader/execution/acosh.bin": "e0a7c604",
+  "webgpu/shader/execution/asin.bin": "931b790a",
+  "webgpu/shader/execution/asinh.bin": "a9026e52",
+  "webgpu/shader/execution/atan.bin": "299e9e8f",
+  "webgpu/shader/execution/atan2.bin": "36e31bcc",
+  "webgpu/shader/execution/atanh.bin": "bc2715ef",
+  "webgpu/shader/execution/bitcast.bin": "9e97a7eb",
+  "webgpu/shader/execution/ceil.bin": "fe6b7869",
+  "webgpu/shader/execution/clamp.bin": "a227d3d2",
+  "webgpu/shader/execution/cos.bin": "2a991346",
+  "webgpu/shader/execution/cosh.bin": "ea3c41d8",
+  "webgpu/shader/execution/cross.bin": "1a1b8321",
+  "webgpu/shader/execution/degrees.bin": "efd95d31",
+  "webgpu/shader/execution/determinant.bin": "4325eef9",
+  "webgpu/shader/execution/distance.bin": "45854a68",
+  "webgpu/shader/execution/dot.bin": "b06b2ac1",
+  "webgpu/shader/execution/exp.bin": "9e417842",
+  "webgpu/shader/execution/exp2.bin": "657559cb",
+  "webgpu/shader/execution/faceForward.bin": "22e36217",
+  "webgpu/shader/execution/floor.bin": "4bded93a",
+  "webgpu/shader/execution/fma.bin": "259e97ec",
+  "webgpu/shader/execution/fract.bin": "1844053e",
+  "webgpu/shader/execution/frexp.bin": "795736a4",
+  "webgpu/shader/execution/inverseSqrt.bin": "39d0ad9d",
+  "webgpu/shader/execution/ldexp.bin": "9cdba877",
+  "webgpu/shader/execution/length.bin": "f2971413",
+  "webgpu/shader/execution/log.bin": "dec7e23a",
+  "webgpu/shader/execution/log2.bin": "d24dc283",
+  "webgpu/shader/execution/max.bin": "346e1e88",
+  "webgpu/shader/execution/min.bin": "2eee31dd",
+  "webgpu/shader/execution/mix.bin": "7d10c2a9",
+  "webgpu/shader/execution/modf.bin": "13fff4a7",
+  "webgpu/shader/execution/normalize.bin": "55f5763b",
+  "webgpu/shader/execution/pack2x16float.bin": "fc207ec6",
+  "webgpu/shader/execution/pow.bin": "74f4fe3c",
+  "webgpu/shader/execution/quantizeToF16.bin": "6f2bf65a",
+  "webgpu/shader/execution/radians.bin": "3c834c9d",
+  "webgpu/shader/execution/reflect.bin": "7b87f821",
+  "webgpu/shader/execution/refract.bin": "e52fa44a",
+  "webgpu/shader/execution/round.bin": "5d5c72e8",
+  "webgpu/shader/execution/saturate.bin": "4170af8d",
+  "webgpu/shader/execution/sign.bin": "e23244e1",
+  "webgpu/shader/execution/sin.bin": "4a21c66a",
+  "webgpu/shader/execution/sinh.bin": "e0ed55e8",
+  "webgpu/shader/execution/smoothstep.bin": "44e4f53b",
+  "webgpu/shader/execution/sqrt.bin": "bd53552f",
+  "webgpu/shader/execution/step.bin": "b7dfcc93",
+  "webgpu/shader/execution/tan.bin": "4a473cc6",
+  "webgpu/shader/execution/tanh.bin": "45e60ddf",
+  "webgpu/shader/execution/transpose.bin": "5186fe5b",
+  "webgpu/shader/execution/trunc.bin": "bfc3ecf9",
+  "webgpu/shader/execution/unpack2x16float.bin": "302e7cdd",
+  "webgpu/shader/execution/unpack2x16snorm.bin": "51216313",
+  "webgpu/shader/execution/unpack2x16unorm.bin": "8bd401b2",
+  "webgpu/shader/execution/unpack4x8snorm.bin": "4e4985a6",
+  "webgpu/shader/execution/unpack4x8unorm.bin": "16be9079",
+  "webgpu/shader/execution/unary/af_arithmetic.bin": "9fd5946a",
+  "webgpu/shader/execution/unary/af_assignment.bin": "81b91716",
+  "webgpu/shader/execution/unary/bool_conversion.bin": "699a8913",
+  "webgpu/shader/execution/unary/f16_arithmetic.bin": "5fedbac9",
+  "webgpu/shader/execution/unary/f16_conversion.bin": "f05c848d",
+  "webgpu/shader/execution/unary/f32_arithmetic.bin": "1c0045cc",
+  "webgpu/shader/execution/unary/f32_conversion.bin": "afa1b58b",
+  "webgpu/shader/execution/unary/i32_arithmetic.bin": "a996bb97",
+  "webgpu/shader/execution/unary/i32_complement.bin": "8ba5f8f0",
+  "webgpu/shader/execution/unary/i32_conversion.bin": "9c7ae9cf",
+  "webgpu/shader/execution/unary/u32_complement.bin": "b76f5d95",
+  "webgpu/shader/execution/unary/u32_conversion.bin": "2aaa9ba5"
 }

src/unittests/maths.spec.ts

@@ -22,8 +22,8 @@ import {
   correctlyRoundedF32,
   FlushMode,
   frexp,
-  fullF16Range,
-  fullF32Range,
+  scalarF16Range,
+  scalarF32Range,
   fullI32Range,
   lerp,
   linearRange,
@@ -1557,7 +1557,7 @@ g.test('fullF32Range')
     const neg_sub = test.params.neg_sub;
     const pos_sub = test.params.pos_sub;
     const pos_norm = test.params.pos_norm;
-    const got = fullF32Range({ neg_norm, neg_sub, pos_sub, pos_norm });
+    const got = scalarF32Range({ neg_norm, neg_sub, pos_sub, pos_norm });
     const expect = test.params.expect;
 
     test.expect(
@@ -1598,7 +1598,7 @@ g.test('fullF16Range')
     const neg_sub = test.params.neg_sub;
     const pos_sub = test.params.pos_sub;
     const pos_norm = test.params.pos_norm;
-    const got = fullF16Range({ neg_norm, neg_sub, pos_sub, pos_norm });
+    const got = scalarF16Range({ neg_norm, neg_sub, pos_sub, pos_norm });
     const expect = test.params.expect;
 
     test.expect(

src/webgpu/shader/execution/expression/binary/af_addition.spec.ts

@@ -6,7 +6,7 @@ import { makeTestGroup } from '../../../../../common/framework/test_group.js';
 import { GPUTest } from '../../../../gpu_test.js';
 import { TypeAbstractFloat, TypeVec } from '../../../../util/conversion.js';
 import { FP, FPVector } from '../../../../util/floating_point.js';
-import { sparseF64Range, sparseVectorF64Range } from '../../../../util/math.js';
+import { sparseScalarF64Range, sparseVectorF64Range } from '../../../../util/math.js';
 import { makeCaseCache } from '../case_cache.js';
 import { onlyConstInputSource, run } from '../expression.js';
 
@@ -25,8 +25,8 @@ export const g = makeTestGroup(GPUTest);
 const scalar_cases = {
   ['scalar']: () => {
     return FP.abstract.generateScalarPairToIntervalCases(
-      sparseF64Range(),
-      sparseF64Range(),
+      sparseScalarF64Range(),
+      sparseScalarF64Range(),
       'finite',
       FP.abstract.additionInterval
     );
@@ -38,7 +38,7 @@ const vector_scalar_cases = ([2, 3, 4] as const)
     [`vec${dim}_scalar`]: () => {
       return FP.abstract.generateVectorScalarToVectorCases(
         sparseVectorF64Range(dim),
-        sparseF64Range(),
+        sparseScalarF64Range(),
         'finite',
         additionVectorScalarInterval
       );
@@ -50,7 +50,7 @@ const scalar_vector_cases = ([2, 3, 4] as const)
   .map(dim => ({
     [`scalar_vec${dim}`]: () => {
       return FP.abstract.generateScalarVectorToVectorCases(
-        sparseF64Range(),
+        sparseScalarF64Range(),
         sparseVectorF64Range(dim),
         'finite',
         additionScalarVectorInterval

src/webgpu/shader/execution/expression/binary/af_division.spec.ts

@@ -6,7 +6,7 @@ import { makeTestGroup } from '../../../../../common/framework/test_group.js';
 import { GPUTest } from '../../../../gpu_test.js';
 import { TypeAbstractFloat, TypeVec } from '../../../../util/conversion.js';
 import { FP, FPVector } from '../../../../util/floating_point.js';
-import { sparseF64Range, sparseVectorF64Range } from '../../../../util/math.js';
+import { sparseScalarF64Range, sparseVectorF64Range } from '../../../../util/math.js';
 import { makeCaseCache } from '../case_cache.js';
 import { onlyConstInputSource, run } from '../expression.js';
 
@@ -25,8 +25,8 @@ export const g = makeTestGroup(GPUTest);
 const scalar_cases = {
   ['scalar']: () => {
     return FP.abstract.generateScalarPairToIntervalCases(
-      sparseF64Range(),
-      sparseF64Range(),
+      sparseScalarF64Range(),
+      sparseScalarF64Range(),
       'finite',
       FP.abstract.divisionInterval
     );
@@ -38,7 +38,7 @@ const vector_scalar_cases = ([2, 3, 4] as const)
     [`vec${dim}_scalar`]: () => {
       return FP.abstract.generateVectorScalarToVectorCases(
         sparseVectorF64Range(dim),
-        sparseF64Range(),
+        sparseScalarF64Range(),
         'finite',
         divisionVectorScalarInterval
       );
@@ -50,7 +50,7 @@ const scalar_vector_cases = ([2, 3, 4] as const)
   .map(dim => ({
     [`scalar_vec${dim}`]: () => {
       return FP.abstract.generateScalarVectorToVectorCases(
-        sparseF64Range(),
+        sparseScalarF64Range(),
         sparseVectorF64Range(dim),
         'finite',
         divisionScalarVectorInterval

src/webgpu/shader/execution/expression/binary/af_multiplication.spec.ts

@@ -6,7 +6,7 @@ import { makeTestGroup } from '../../../../../common/framework/test_group.js';
 import { GPUTest } from '../../../../gpu_test.js';
 import { TypeAbstractFloat, TypeVec } from '../../../../util/conversion.js';
 import { FP, FPVector } from '../../../../util/floating_point.js';
-import { sparseF64Range, sparseVectorF64Range } from '../../../../util/math.js';
+import { sparseScalarF64Range, sparseVectorF64Range } from '../../../../util/math.js';
 import { makeCaseCache } from '../case_cache.js';
 import { onlyConstInputSource, run } from '../expression.js';
 
@@ -25,8 +25,8 @@ export const g = makeTestGroup(GPUTest);
 const scalar_cases = {
   ['scalar']: () => {
     return FP.abstract.generateScalarPairToIntervalCases(
-      sparseF64Range(),
-      sparseF64Range(),
+      sparseScalarF64Range(),
+      sparseScalarF64Range(),
       'finite',
       FP.abstract.multiplicationInterval
     );
@@ -38,7 +38,7 @@ const vector_scalar_cases = ([2, 3, 4] as const)
     [`vec${dim}_scalar`]: () => {
       return FP.abstract.generateVectorScalarToVectorCases(
         sparseVectorF64Range(dim),
-        sparseF64Range(),
+        sparseScalarF64Range(),
         'finite',
         multiplicationVectorScalarInterval
       );
@@ -50,7 +50,7 @@ const scalar_vector_cases = ([2, 3, 4] as const)
   .map(dim => ({
     [`scalar_vec${dim}`]: () => {
       return FP.abstract.generateScalarVectorToVectorCases(
-        sparseF64Range(),
+        sparseScalarF64Range(),
         sparseVectorF64Range(dim),
         'finite',
         multiplicationScalarVectorInterval

src/webgpu/shader/execution/expression/binary/af_remainder.spec.ts

@@ -6,7 +6,7 @@ import { makeTestGroup } from '../../../../../common/framework/test_group.js';
 import { GPUTest } from '../../../../gpu_test.js';
 import { TypeAbstractFloat, TypeVec } from '../../../../util/conversion.js';
 import { FP, FPVector } from '../../../../util/floating_point.js';
-import { sparseF64Range, sparseVectorF64Range } from '../../../../util/math.js';
+import { sparseScalarF64Range, sparseVectorF64Range } from '../../../../util/math.js';
 import { makeCaseCache } from '../case_cache.js';
 import { onlyConstInputSource, run } from '../expression.js';
 
@@ -25,8 +25,8 @@ export const g = makeTestGroup(GPUTest);
 const scalar_cases = {
   ['scalar']: () => {
     return FP.abstract.generateScalarPairToIntervalCases(
-      sparseF64Range(),
-      sparseF64Range(),
+      sparseScalarF64Range(),
+      sparseScalarF64Range(),
       'finite',
       FP.abstract.remainderInterval
     );
@@ -38,7 +38,7 @@ const vector_scalar_cases = ([2, 3, 4] as const)
     [`vec${dim}_scalar`]: () => {
       return FP.abstract.generateVectorScalarToVectorCases(
         sparseVectorF64Range(dim),
-        sparseF64Range(),
+        sparseScalarF64Range(),
         'finite',
         remainderVectorScalarInterval
       );
@@ -50,7 +50,7 @@ const scalar_vector_cases = ([2, 3, 4] as const)
   .map(dim => ({
     [`scalar_vec${dim}`]: () => {
       return FP.abstract.generateScalarVectorToVectorCases(
-        sparseF64Range(),
+        sparseScalarF64Range(),
         sparseVectorF64Range(dim),
         'finite',
         remainderScalarVectorInterval