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DeepGEMM/deep_gemm/include/deep_gemm/ptx/tcgen05.cuh
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Chenggang Zhao 7f2a703ed5 [Public release 26/04] Introducing Mega MoE, FP4 Indexer and other features/fixes (#304)
* Merge with private repo

* Update README

* Update README

* Update README

* Add PyTorch requirements

* Fix sync scopes for MQA logits (#256)

* Update README
2026-04-17 09:45:14 +08:00

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#pragma once
namespace deep_gemm::ptx {
/// UMMA versions with relaxed assertions
struct SM100_MMA_F16BF16_SS {
CUTLASS_DEVICE static void
fma(uint64_t const& desc_a,
uint64_t const& desc_b,
uint32_t const& tmem_c,
uint32_t const& scale_c,
uint64_t const& desc) {
asm volatile(
"{\n\t"
".reg .pred p;\n\t"
"setp.ne.b32 p, %4, 0;\n\t"
"tcgen05.mma.cta_group::1.kind::f16 [%0], %1, %2, %3, p; \n\t"
"}\n"
:: "r"(tmem_c), "l"(desc_a), "l"(desc_b), "r"(static_cast<uint32_t>(desc >> 32)), "r"(scale_c));
}
};
struct SM100_MMA_F16BF16_2x1SM_SS {
CUTLASS_DEVICE static void
fma(uint64_t const& desc_a,
uint64_t const& desc_b,
uint32_t const& tmem_c,
uint32_t const& scale_c,
uint64_t const& desc) {
asm volatile(
"{\n\t"
".reg .pred p;\n\t"
"setp.ne.b32 p, %4, 0;\n\t"
"tcgen05.mma.cta_group::2.kind::f16 [%0], %1, %2, %3, p; \n\t"
"}\n"
:: "r"(tmem_c), "l"(desc_a), "l"(desc_b), "r"(static_cast<uint32_t>(desc >> 32)), "r"(scale_c));
}
};
struct SM100_MMA_MXF8F6F4_SS {
CUTLASS_DEVICE static void
fma(uint64_t const& desc_a,
uint64_t const& desc_b,
uint32_t const& tmem_c,
uint32_t const& scale_c,
uint64_t const& desc,
uint32_t const& tmem_sfa,
uint32_t const& tmem_sfb) {
asm volatile(
"{\n\t"
".reg .pred p;\n\t"
"setp.ne.b32 p, %4, 0;\n\t"
"tcgen05.mma.cta_group::1.kind::mxf8f6f4.block_scale [%0], %1, %2, %3, [%5], [%6], p; \n\t"
"}\n"
:
: "r"(tmem_c), "l"(desc_a), "l"(desc_b), "r"(static_cast<uint32_t>(desc >> 32)), "r"(scale_c),
"r"(tmem_sfa), "r"(tmem_sfb));
}
};
struct SM100_MMA_MXF8F6F4_2x1SM_SS {
CUTLASS_DEVICE static void
fma(uint64_t const& desc_a,
uint64_t const& desc_b,
uint32_t const& tmem_c,
uint32_t const& scale_c,
uint64_t const& desc,
uint32_t const& tmem_sfa,
uint32_t const& tmem_sfb) {
asm volatile(
"{\n\t"
".reg .pred p;\n\t"
"setp.ne.b32 p, %4, 0;\n\t"
"tcgen05.mma.cta_group::2.kind::mxf8f6f4.block_scale [%0], %1, %2, %3, [%5], [%6], p; \n\t"
"}\n"
:
: "r"(tmem_c), "l"(desc_a), "l"(desc_b), "r"(static_cast<uint32_t>(desc >> 32)), "r"(scale_c),
"r"(tmem_sfa), "r"(tmem_sfb));
}
};
struct SM100_MMA_F8F6F4_SS {
CUTLASS_DEVICE static void
fma(uint64_t const& desc_a,
uint64_t const& desc_b,
uint32_t const& tmem_c,
uint32_t const& scale_c,
uint64_t const& desc) {
asm volatile(
"{\n\t"
".reg .pred p;\n\t"
"setp.ne.b32 p, %4, 0;\n\t"
"tcgen05.mma.cta_group::1.kind::f8f6f4 [%0], %1, %2, %3, p; \n\t"
"}\n"
:
: "r"(tmem_c), "l"(desc_a), "l"(desc_b), "r"(static_cast<uint32_t>(desc >> 32)), "r"(scale_c));
}
};
struct SM100_MMA_F8F6F4_2x1SM_SS {
CUTLASS_DEVICE static void
fma(uint64_t const& desc_a,
uint64_t const& desc_b,
uint32_t const& tmem_c,
uint32_t const& scale_c,
uint64_t const& desc) {
asm volatile(
"{\n\t"
".reg .pred p;\n\t"
"setp.ne.b32 p, %4, 0;\n\t"
"tcgen05.mma.cta_group::2.kind::f8f6f4 [%0], %1, %2, %3, p; \n\t"
"}\n"
:
: "r"(tmem_c), "l"(desc_a), "l"(desc_b), "r"(static_cast<uint32_t>(desc >> 32)), "r"(scale_c));
}
};
struct SM100_MMA_MXF4_SS {
CUTLASS_DEVICE static void
fma(uint64_t const& desc_a,
uint64_t const& desc_b,
uint32_t const& tmem_c,
uint32_t const& scale_c,
uint64_t const& desc,
uint32_t const& tmem_sfa,
uint32_t const& tmem_sfb) {
asm volatile(
"{\n\t"
".reg .pred p;\n\t"
"setp.ne.b32 p, %4, 0;\n\t"
#if (__CUDACC_VER_MAJOR__ > 12) || (__CUDACC_VER_MAJOR__ == 12 && __CUDACC_VER_MINOR__ >= 9)
"tcgen05.mma.cta_group::1.kind::mxf4.block_scale.block32 [%0], %1, %2, %3, [%5], [%6], p; \n\t"
#else
"tcgen05.mma.cta_group::1.kind::mxf4.block_scale.scale_vec::2X [%0], %1, %2, %3, [%5], [%6], p; \n\t"
#endif
"}\n"
:: "r"(tmem_c), "l"(desc_a), "l"(desc_b), "r"(static_cast<uint32_t>(desc >> 32)), "r"(scale_c),
"r"(tmem_sfa), "r"(tmem_sfb));
}
};
struct SM100_MMA_F16BF16_WS_SS {
CUTLASS_DEVICE static void
fma(uint64_t const& desc_a,
uint64_t const& desc_b,
uint32_t const& tmem_c,
uint32_t const& scale_c,
uint64_t const& desc) {
asm volatile(
"{\n\t"
".reg .pred p;\n\t"
"setp.ne.b32 p, %4, 0;\n\t"
"tcgen05.mma.ws.cta_group::1.kind::f16 [%0], %1, %2, %3, p; \n\t"
"}\n"
:: "r"(tmem_c), "l"(desc_a), "l"(desc_b), "r"(static_cast<uint32_t>(desc >> 32)), "r"(scale_c));
}
};
/// Tensor memory operations
CUTLASS_DEVICE void tcgen05_before_thread_sync() {
asm volatile("tcgen05.fence::before_thread_sync;");
}
CUTLASS_DEVICE void tcgen05_after_thread_sync() {
asm volatile("tcgen05.fence::after_thread_sync;");
}
} // namespace deep_gemm::ptx