#include #include #include #include TEST(FP16_IEEE_TO_FP32x2_PSIMD, infinity) { const uint16_t positive_infinity_f16 = UINT16_C(0x7C00); const uint16_t negative_infinity_f16 = UINT16_C(0xFC00); const uint32_t positive_infinity_f32 = UINT32_C(0x7F800000); const uint32_t negative_infinity_f32 = UINT32_C(0xFF800000); const psimd_u16 fp16 = { positive_infinity_f16, negative_infinity_f16, negative_infinity_f16, positive_infinity_f16, positive_infinity_f16, positive_infinity_f16, negative_infinity_f16, negative_infinity_f16 }; const psimd_u32x2 fp32 = psimd_cast_f32x2_u32x2(fp16_ieee_to_fp32x2_psimd(fp16)); EXPECT_EQ(positive_infinity_f32, fp32.lo[0]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0] << ", " << "F32 = 0x" << std::setw(8) << positive_infinity_f32; EXPECT_EQ(negative_infinity_f32, fp32.lo[1]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1] << ", " << "F32 = 0x" << std::setw(8) << negative_infinity_f32; EXPECT_EQ(negative_infinity_f32, fp32.lo[2]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2] << ", " << "F32 = 0x" << std::setw(8) << negative_infinity_f32; EXPECT_EQ(positive_infinity_f32, fp32.lo[3]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3] << ", " << "F32 = 0x" << std::setw(8) << positive_infinity_f32; EXPECT_EQ(positive_infinity_f32, fp32.hi[0]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0] << ", " << "F32 = 0x" << std::setw(8) << positive_infinity_f32; EXPECT_EQ(positive_infinity_f32, fp32.hi[1]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1] << ", " << "F32 = 0x" << std::setw(8) << positive_infinity_f32; EXPECT_EQ(negative_infinity_f32, fp32.hi[2]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2] << ", " << "F32 = 0x" << std::setw(8) << negative_infinity_f32; EXPECT_EQ(negative_infinity_f32, fp32.hi[3]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3] << ", " << "F32 = 0x" << std::setw(8) << negative_infinity_f32; } TEST(FP16_IEEE_TO_FP32x2_PSIMD, positive_nan) { for (uint16_t h = 0; h < 0x0400; h += 8) { const psimd_u16 fp16 = { (uint16_t) (h + 0x7C00 + (h == 0)) /* Avoid infinity */, (uint16_t) (h + 0x7C01), (uint16_t) (h + 0x7C02), (uint16_t) (h + 0x7C03), (uint16_t) (h + 0x7C04), (uint16_t) (h + 0x7C05), (uint16_t) (h + 0x7C06), (uint16_t) (h + 0x7C07), }; const psimd_u32x2 fp32 = psimd_cast_f32x2_u32x2(fp16_ieee_to_fp32x2_psimd(fp16)); /* Check sign */ EXPECT_EQ(fp32.lo[0] & UINT32_C(0x80000000), 0) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0]; EXPECT_EQ(fp32.lo[1] & UINT32_C(0x80000000), 0) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1]; EXPECT_EQ(fp32.lo[2] & UINT32_C(0x80000000), 0) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2]; EXPECT_EQ(fp32.lo[3] & UINT32_C(0x80000000), 0) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3]; EXPECT_EQ(fp32.hi[0] & UINT32_C(0x80000000), 0) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0]; EXPECT_EQ(fp32.hi[1] & UINT32_C(0x80000000), 0) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1]; EXPECT_EQ(fp32.hi[2] & UINT32_C(0x80000000), 0) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2]; EXPECT_EQ(fp32.hi[3] & UINT32_C(0x80000000), 0) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3]; /* Check exponent */ EXPECT_EQ(fp32.lo[0] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0]; EXPECT_EQ(fp32.lo[1] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1]; EXPECT_EQ(fp32.lo[2] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2]; EXPECT_EQ(fp32.lo[3] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3]; EXPECT_EQ(fp32.hi[0] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0]; EXPECT_EQ(fp32.hi[1] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1]; EXPECT_EQ(fp32.hi[2] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2]; EXPECT_EQ(fp32.hi[3] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3]; /* Check mantissa */ EXPECT_NE(fp32.lo[0] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0]; EXPECT_NE(fp32.lo[1] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1]; EXPECT_NE(fp32.lo[2] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2]; EXPECT_NE(fp32.lo[3] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3]; EXPECT_NE(fp32.hi[0] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0]; EXPECT_NE(fp32.hi[1] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1]; EXPECT_NE(fp32.hi[2] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2]; EXPECT_NE(fp32.hi[3] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3]; } } TEST(FP16_IEEE_TO_FP32x2_PSIMD, negative_nan) { for (uint16_t h = 0; h < 0x0400; h += 8) { const psimd_u16 fp16 = { (uint16_t) (h + 0xFC00 + (h == 0)) /* Avoid infinity */, (uint16_t) (h + 0xFC01), (uint16_t) (h + 0xFC02), (uint16_t) (h + 0xFC03), (uint16_t) (h + 0xFC04), (uint16_t) (h + 0xFC05), (uint16_t) (h + 0xFC06), (uint16_t) (h + 0xFC07), }; const psimd_u32x2 fp32 = psimd_cast_f32x2_u32x2(fp16_ieee_to_fp32x2_psimd(fp16)); /* Check sign */ EXPECT_EQ(fp32.lo[0] & UINT32_C(0x80000000), UINT32_C(0x80000000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0]; EXPECT_EQ(fp32.lo[1] & UINT32_C(0x80000000), UINT32_C(0x80000000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1]; EXPECT_EQ(fp32.lo[2] & UINT32_C(0x80000000), UINT32_C(0x80000000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2]; EXPECT_EQ(fp32.lo[3] & UINT32_C(0x80000000), UINT32_C(0x80000000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3]; EXPECT_EQ(fp32.hi[0] & UINT32_C(0x80000000), UINT32_C(0x80000000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0]; EXPECT_EQ(fp32.hi[1] & UINT32_C(0x80000000), UINT32_C(0x80000000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1]; EXPECT_EQ(fp32.hi[2] & UINT32_C(0x80000000), UINT32_C(0x80000000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2]; EXPECT_EQ(fp32.hi[3] & UINT32_C(0x80000000), UINT32_C(0x80000000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3]; /* Check exponent */ EXPECT_EQ(fp32.lo[0] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0]; EXPECT_EQ(fp32.lo[1] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1]; EXPECT_EQ(fp32.lo[2] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2]; EXPECT_EQ(fp32.lo[3] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3]; EXPECT_EQ(fp32.hi[0] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0]; EXPECT_EQ(fp32.hi[1] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1]; EXPECT_EQ(fp32.hi[2] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2]; EXPECT_EQ(fp32.hi[3] & UINT32_C(0x7F800000), UINT32_C(0x7F800000)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3]; /* Check mantissa */ EXPECT_NE(fp32.lo[0] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0]; EXPECT_NE(fp32.lo[1] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1]; EXPECT_NE(fp32.lo[2] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2]; EXPECT_NE(fp32.lo[3] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3]; EXPECT_NE(fp32.hi[0] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0]; EXPECT_NE(fp32.hi[1] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1]; EXPECT_NE(fp32.hi[2] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2]; EXPECT_NE(fp32.hi[3] & UINT32_C(0x007FFFFF), UINT32_C(0)) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3]; } } TEST(FP16_IEEE_TO_FP32x2_PSIMD, positive_normalized_values) { const uint32_t exponentBias = 15; for (int32_t e = -14; e <= 15; e++) { for (uint16_t h = 0; h < 0x0400; h += 8) { const psimd_u16 fp16 = { (uint16_t) (h + ((e + exponentBias) << 10) + 0), (uint16_t) (h + ((e + exponentBias) << 10) + 1), (uint16_t) (h + ((e + exponentBias) << 10) + 2), (uint16_t) (h + ((e + exponentBias) << 10) + 3), (uint16_t) (h + ((e + exponentBias) << 10) + 4), (uint16_t) (h + ((e + exponentBias) << 10) + 5), (uint16_t) (h + ((e + exponentBias) << 10) + 6), (uint16_t) (h + ((e + exponentBias) << 10) + 7) }; const psimd_u32x2 fp32 = psimd_cast_f32x2_u32x2(fp16_ieee_to_fp32x2_psimd(fp16)); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[0]), fp32.lo[0]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[0]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[1]), fp32.lo[1]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[1]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[2]), fp32.lo[2]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[2]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[3]), fp32.lo[3]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[3]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[4]), fp32.hi[0]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[4]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[5]), fp32.hi[1]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[5]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[6]), fp32.hi[2]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[6]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[7]), fp32.hi[3]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[7]); } } } TEST(FP16_IEEE_TO_FP32x2_PSIMD, negative_normalized_values) { const uint32_t exponentBias = 15; for (int32_t e = -14; e <= 15; e++) { for (uint16_t h = 0; h < 0x0400; h += 8) { const psimd_u16 fp16 = { (uint16_t) (h + ((e + exponentBias) << 10) + 0x8000), (uint16_t) (h + ((e + exponentBias) << 10) + 0x8001), (uint16_t) (h + ((e + exponentBias) << 10) + 0x8002), (uint16_t) (h + ((e + exponentBias) << 10) + 0x8003), (uint16_t) (h + ((e + exponentBias) << 10) + 0x8004), (uint16_t) (h + ((e + exponentBias) << 10) + 0x8005), (uint16_t) (h + ((e + exponentBias) << 10) + 0x8006), (uint16_t) (h + ((e + exponentBias) << 10) + 0x8007) }; const psimd_u32x2 fp32 = psimd_cast_f32x2_u32x2(fp16_ieee_to_fp32x2_psimd(fp16)); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[0]), fp32.lo[0]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[0]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[1]), fp32.lo[1]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[1]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[2]), fp32.lo[2]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[2]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[3]), fp32.lo[3]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[3]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[4]), fp32.hi[0]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[4]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[5]), fp32.hi[1]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[5]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[6]), fp32.hi[2]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[6]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[7]), fp32.hi[3]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[7]); } } } TEST(FP16_IEEE_TO_FP32x2_PSIMD, positive_denormalized_values) { for (uint16_t h = 0; h < 0x0400; h += 8) { const psimd_u16 fp16 = { (uint16_t) (h + 0), (uint16_t) (h + 1), (uint16_t) (h + 2), (uint16_t) (h + 3), (uint16_t) (h + 4), (uint16_t) (h + 5), (uint16_t) (h + 6), (uint16_t) (h + 7) }; const psimd_u32x2 fp32 = psimd_cast_f32x2_u32x2(fp16_ieee_to_fp32x2_psimd(fp16)); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[0]), fp32.lo[0]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[0]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[1]), fp32.lo[1]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[1]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[2]), fp32.lo[2]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[2]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[3]), fp32.lo[3]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[3]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[4]), fp32.hi[0]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[4]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[5]), fp32.hi[1]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[5]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[6]), fp32.hi[2]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[6]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[7]), fp32.hi[3]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[7]); } } TEST(FP16_IEEE_TO_FP32x2_PSIMD, negative_denormalized_values) { for (uint16_t h = 0; h < 0x0400; h += 8) { const psimd_u16 fp16 = { (uint16_t) (h + 0x8000), (uint16_t) (h + 0x8001), (uint16_t) (h + 0x8002), (uint16_t) (h + 0x8003), (uint16_t) (h + 0x8004), (uint16_t) (h + 0x8005), (uint16_t) (h + 0x8006), (uint16_t) (h + 0x8007) }; const psimd_u32x2 fp32 = psimd_cast_f32x2_u32x2(fp16_ieee_to_fp32x2_psimd(fp16)); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[0]), fp32.lo[0]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[0] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[0] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[0]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[1]), fp32.lo[1]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[1] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[1] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[1]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[2]), fp32.lo[2]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[2] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[2] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[2]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[3]), fp32.lo[3]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[3] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.lo[3] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[3]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[4]), fp32.hi[0]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[4] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[0] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[4]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[5]), fp32.hi[1]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[5] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[1] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[5]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[6]), fp32.hi[2]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[6] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[2] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[6]); EXPECT_EQ(fp16_ieee_to_fp32_bits(fp16[7]), fp32.hi[3]) << std::hex << std::uppercase << std::setfill('0') << "F16 = 0x" << std::setw(4) << fp16[7] << ", " << "F32(F16) = 0x" << std::setw(8) << fp32.hi[3] << ", " << "F32 = 0x" << std::setw(8) << fp16_ieee_to_fp32_bits(fp16[7]); } }