// This file contains all the tests for int8_multiply_and_add_bias intrinsic. It depends // on the CommonTestSetup.js script which contains the common functionality // that is required for testing all the intrinsics. const COMMON_TEST_SETUP_SCRIPT = "./CommonTestSetup.js" // All tests for this intrinsic as a string const ALL_TESTS_AS_STRING =` let {int8_multiply_and_add_bias} = instance.exports; const VALID = {inputA: 0, scaleA: 1.0, zeroPointA: 0.0, inputB: ARRAY_ALIGNMENT << 2, scaleB: 1.0, zeroPointB: 0.0, inputBiasPrepared: ARRAY_ALIGNMENT << 4, unquantMultiplier: -2.0, rowsA: ROWS_A_MULTIPLIER, width: ROWS_B_MULTIPLIER, colsB: COLUMNS_B_MULTIPLIER, output: ARRAY_ALIGNMENT << 5}; function testInvalidSize() { let invalidSize; // rowsA: 0 invalidSize = 0; assertErrorMessage(() => int8_multiply_and_add_bias(VALID.inputA, VALID.scaleA, VALID.zeroPointA, VALID.inputB, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, invalidSize, VALID.width, VALID.colsB, VALID.output), WebAssembly.RuntimeError, /unreachable/); // width: 0 invalidSize = 0; assertErrorMessage(() => int8_multiply_and_add_bias(VALID.inputA, VALID.scaleA, VALID.zeroPointA, VALID.inputB, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, VALID.rowsA, invalidSize, VALID.colsB, VALID.output), WebAssembly.RuntimeError, /unreachable/); // width: Not an integral multiple of ROWS_B_MULTIPLIER invalidSize = ROWS_B_MULTIPLIER + 1; assertErrorMessage(() => int8_multiply_and_add_bias(VALID.inputA, VALID.scaleA, VALID.zeroPointA, VALID.inputB, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, VALID.rowsA, invalidSize, VALID.colsB, VALID.output), WebAssembly.RuntimeError, /unreachable/); // colB: 0 invalidSize = 0; assertErrorMessage(() => int8_multiply_and_add_bias(VALID.inputA, VALID.scaleA, VALID.zeroPointA, VALID.inputB, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, VALID.rowsA, VALID.width, invalidSize, VALID.output), WebAssembly.RuntimeError, /unreachable/); // colB: Not an integral multiple of COLUMNS_B_MULTIPLIER invalidSize = COLUMNS_B_MULTIPLIER + 1; assertErrorMessage(() => int8_multiply_and_add_bias(VALID.inputA, VALID.scaleA, VALID.zeroPointA, VALID.inputB, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, VALID.rowsA, VALID.width, invalidSize, VALID.output), WebAssembly.RuntimeError, /unreachable/); } function testInvalidAlignment() { let invalidAlignment = ARRAY_ALIGNMENT + 1; // inputA: Not an integral multiple of ARRAY_ALIGNMENT assertErrorMessage(() => int8_multiply_and_add_bias(invalidAlignment, VALID.scaleA, VALID.zeroPointA, VALID.inputB, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, VALID.rowsA, VALID.width, VALID.colsB, VALID.output), WebAssembly.RuntimeError, /index out of bounds/); // inputB: Not an integral multiple of ARRAY_ALIGNMENT assertErrorMessage(() => int8_multiply_and_add_bias(VALID.inputA, VALID.scaleA, VALID.zeroPointA, invalidAlignment, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, VALID.rowsA, VALID.width, VALID.colsB, VALID.output), WebAssembly.RuntimeError, /index out of bounds/); } function testOutOfBounds() { let outOfBound; // inputA: Out of Bounds outOfBound = PageSizeInBytes - ARRAY_ALIGNMENT; let rowsAForOutOfBound = ROWS_A_MULTIPLIER << 1; assertErrorMessage(() => int8_multiply_and_add_bias(outOfBound, VALID.scaleA, VALID.zeroPointA, VALID.inputB, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, rowsAForOutOfBound, VALID.width, VALID.colsB, VALID.output), WebAssembly.RuntimeError, /index out of bounds/); // inputB: Out of Bounds outOfBound = PageSizeInBytes - ARRAY_ALIGNMENT; assertErrorMessage(() => int8_multiply_and_add_bias(VALID.inputA, VALID.scaleA, VALID.zeroPointA, outOfBound, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, VALID.rowsA, VALID.width, VALID.colsB, VALID.output), WebAssembly.RuntimeError, /index out of bounds/); // inputBias: Out of Bounds outOfBound = PageSizeInBytes - VALID.colsB; assertErrorMessage(() => int8_multiply_and_add_bias(outOfBound, VALID.scaleA, VALID.zeroPointA, VALID.inputB, VALID.scaleB, VALID.zeroPointB, outOfBound, VALID.unquantMultiplier, VALID.rowsA, VALID.width, VALID.colsB, VALID.output), WebAssembly.RuntimeError, /index out of bounds/); // output: Out of Bounds outOfBound = PageSizeInBytes - VALID.colsB; assertErrorMessage(() => int8_multiply_and_add_bias(VALID.inputA, VALID.scaleA, VALID.zeroPointA, VALID.inputB, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, VALID.rowsA, VALID.width, VALID.colsB, outOfBound), WebAssembly.RuntimeError, /index out of bounds/); } function testSuccessfulCall() { // We just test that with valid arguments the intrinsic executes without any error int8_multiply_and_add_bias(VALID.inputA, VALID.scaleA, VALID.zeroPointA, VALID.inputB, VALID.scaleB, VALID.zeroPointB, VALID.inputBiasPrepared, VALID.unquantMultiplier, VALID.rowsA, VALID.width, VALID.colsB, VALID.output); } testInvalidSize(); testInvalidAlignment(); testOutOfBounds(); testSuccessfulCall(); ` // Run all the tests import(COMMON_TEST_SETUP_SCRIPT).then((importedModule) => { importedModule.runTest(importedModule.COMMON_TEST_SETUP_AS_STRING + ALL_TESTS_AS_STRING); });