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CUTLASS 3.6.0 (#1850)

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* v3.6

* update changelog

* update readme

* fix typo

* fixing typos

* hopper gemm with weight prefetch

---------

Co-authored-by: yuzhai <yuzhai@nvidia.com>
Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
This commit is contained in:
Yujia Zhai
2024-10-09 15:33:27 -04:00
committed by GitHub
co-authored by yuzhai Haicheng Wu
parent 0837a2a00a
commit cc3c29a81a
354 changed files with 105937 additions and 8197 deletions
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test/unit/core/numeric_conversion.cu
+126
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@@ -217,6 +217,15 @@ TEST(NumericConversion, f32_to_fe4m3_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, f32_to_fe4m3_rn_2_elements) {
int const kN = 2;
using Source = float;
const char source_name[] = "float";
using Destination = cutlass::float_e4m3_t;
const char dest_name[] = "float_e4m3_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, f32_to_fe4m3_rn_array) {
int const kN = 27;
using Source = float;
@@ -235,6 +244,15 @@ TEST(NumericConversion, f32_to_fe5m2_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, f32_to_fe5m2_rn_2_elements) {
int const kN = 2;
using Source = float;
const char source_name[] = "float";
using Destination = cutlass::float_e5m2_t;
const char dest_name[] = "float_e5m2_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, f32_to_fe5m2_rn_array) {
int const kN = 27;
using Source = float;
@@ -253,6 +271,15 @@ TEST(NumericConversion, f16_to_fe4m3_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, f16_to_fe4m3_rn_2_elements) {
int const kN = 2;
using Source = cutlass::half_t;
const char source_name[] = "half_t";
using Destination = cutlass::float_e4m3_t;
const char dest_name[] = "float_e4m3_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, f16_to_fe4m3_rn_array) {
int const kN = 27;
using Source = cutlass::half_t;
@@ -271,6 +298,15 @@ TEST(NumericConversion, f16_to_fe5m2_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, f16_to_fe5m2_rn_2_elements) {
int const kN = 27;
using Source = cutlass::half_t;
const char source_name[] = "half_t";
using Destination = cutlass::float_e5m2_t;
const char dest_name[] = "float_e5m2_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, f16_to_fe5m2_rn_array) {
int const kN = 27;
using Source = cutlass::half_t;
@@ -289,6 +325,15 @@ TEST(NumericConversion, bf16_to_fe4m3_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, bf16_to_fe4m3_rn_2_elements) {
int const kN = 27;
using Source = cutlass::bfloat16_t;
const char source_name[] = "bfloat16_t";
using Destination = cutlass::float_e4m3_t;
const char dest_name[] = "float_e4m3_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, bf16_to_fe4m3_rn_array) {
int const kN = 27;
using Source = cutlass::bfloat16_t;
@@ -307,6 +352,15 @@ TEST(NumericConversion, bf16_to_fe5m2_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, bf16_to_fe5m2_rn_2_elements) {
int const kN = 27;
using Source = cutlass::bfloat16_t;
const char source_name[] = "bfloat16_t";
using Destination = cutlass::float_e5m2_t;
const char dest_name[] = "float_e5m2_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, bf16_to_fe5m2_rn_array) {
int const kN = 27;
using Source = cutlass::bfloat16_t;
@@ -327,6 +381,15 @@ TEST(NumericConversion, fe4m3_to_fe5m2_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe4m3_to_fe5m2_2_elements) {
int const kN = 27;
using Source = cutlass::float_e4m3_t;
const char source_name[] = "float_e4m3_t";
using Destination = cutlass::float_e5m2_t;
const char dest_name[] = "float_e5m2_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe4m3_to_fe5m2_array) {
int const kN = 27;
using Source = cutlass::float_e4m3_t;
@@ -345,6 +408,15 @@ TEST(NumericConversion, fe5m2_to_fe4m3_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe5m2_to_fe4m3_2_elements) {
int const kN = 27;
using Source = cutlass::float_e5m2_t;
const char source_name[] = "float_e5m2_t";
using Destination = cutlass::float_e4m3_t;
const char dest_name[] = "float_e4m3_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe5m2_to_fe4m3_array) {
int const kN = 27;
using Source = cutlass::float_e5m2_t;
@@ -375,6 +447,15 @@ TEST(NumericConversion, f32x8_to_s8x8_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe4m3_to_f32_2_elements) {
int const kN = 2;
using Source = cutlass::float_e4m3_t;
const char source_name[] = "float_e4m3_t";
using Destination = float;
const char dest_name[] = "float";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe4m3_to_f32_array) {
int const kN = 27;
using Source = cutlass::float_e4m3_t;
@@ -384,6 +465,15 @@ TEST(NumericConversion, fe4m3_to_f32_array) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe5m2_to_f32_2_elements) {
int const kN = 2;
using Source = cutlass::float_e5m2_t;
const char source_name[] = "float_e5m2_t";
using Destination = float;
const char dest_name[] = "float";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe5m2_to_f32_array) {
int const kN = 27;
using Source = cutlass::float_e5m2_t;
@@ -402,6 +492,15 @@ TEST(NumericConversion, fe4m3_to_f16_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe4m3_to_f16_2_elements) {
int const kN = 2;
using Source = cutlass::float_e4m3_t;
const char source_name[] = "float_e4m3_t";
using Destination = cutlass::half_t;
const char dest_name[] = "half_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe4m3_to_f16_array) {
int const kN = 27;
using Source = cutlass::float_e4m3_t;
@@ -420,6 +519,15 @@ TEST(NumericConversion, fe5m2_to_f16_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe5m2_to_f16_2_elements) {
int const kN = 2;
using Source = cutlass::float_e5m2_t;
const char source_name[] = "float_e5m2_t";
using Destination = cutlass::half_t;
const char dest_name[] = "half_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe5m2_to_f16_array) {
int const kN = 27;
using Source = cutlass::float_e5m2_t;
@@ -438,6 +546,15 @@ TEST(NumericConversion, fe4m3_to_bf16_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe4m3_to_bf16_2_elements) {
int const kN = 2;
using Source = cutlass::float_e4m3_t;
const char source_name[] = "float_e4m3_t";
using Destination = cutlass::bfloat16_t;
const char dest_name[] = "bfloat16_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe4m3_to_bf16_array) {
int const kN = 27;
using Source = cutlass::float_e4m3_t;
@@ -456,6 +573,15 @@ TEST(NumericConversion, fe5m2_to_bf16_rn) {
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe5m2_to_bf16_2_elements) {
int const kN = 2;
using Source = cutlass::float_e5m2_t;
const char source_name[] = "float_e5m2_t";
using Destination = cutlass::bfloat16_t;
const char dest_name[] = "bfloat16_t";
test::core::kernel::run_test<Destination, Source, kN>(dest_name, source_name);
}
TEST(NumericConversion, fe5m2_to_bf16_array) {
int const kN = 27;
using Source = cutlass::float_e5m2_t;