submission 31152
KernelBot user 7 · python · License unknown
Use it
Vendorable · source mirrored · license unknownView source →
No package. Vendor the mirrored source: 1 lines, June 9 Researcher Reciprocity License v1.0.
amd-mla-submission.py
curl "https://kernelindex.com/api/v1/implementations/kernelbot-amd-mla-decode-31152?include=source"interfacepython
Compatibility
measured onAMD Instinct MI300X
declared hardwareAMD Instinct MI300X
architecturesgfx942
dtypesbf16
Benchmark evidence
1 measurement across 1 GPU, fastest first.
Operation / workload
Hardware
Latency
Rank
Observed
Reported · How evidence levels are derived →
Source and license
sourceavailable
revision digestsha256:c545675562d439d7a3fdecf6402438a02b851374b16cff40f34c565665d87cb8
license declaredunknown
license concludedunknown
imported2026-08-15
Kernel source
amd-mla-submission.py1 lines
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 code from GPU Mode and the KernelBot dataset · June 9 Researcher Reciprocity License v1.0
Changes from previous submission
Against this author's previous submission submission 30358.
- import os
os.environ['PYTORCH_ROCM_ARCH'] = 'gfx942'
import torch
from torch.utils.cpp_extension import load_inline
from task import input_t, output_t

CPP_WRAPPER = """
void mla_decode(torch::Tensor x, torch::Tensor y, int pos, int xoff, int yoff,
                int d0, int d1, int d2, int xs1, int xs2, int ys1, int ys2);
void div_softmax(torch::Tensor qk, int bs, int nh, int sl, int dnope, int drope);
"""

CUDA_SRC = """
#include <hip/hip_runtime.h>
#include <hip/amd_detail/amd_hip_bf16.h>

__global__ void rope_3d_kernel(int d0, int d1, int d2, int xs1, int xs2, int ys1, int ys2, int pos,
        const __hip_bfloat16 *x, __hip_bfloat16 *y) {
    int d0_idx = blockIdx.x;
    int d1_idx = blockIdx.y;
    __hip_bfloat16 idx = __hadd((__hip_bfloat16)pos, __hip_bfloat16(d1_idx));
    for (int d2_idx = threadIdx.x; d2_idx < d2/2; d2_idx += blockDim.x) {
        float x1 = (float)x[d0_idx * xs1 + d1_idx * xs2 + d2_idx];
        float x2 = (float)x[d0_idx * xs1 + d1_idx * xs2 + d2_idx + d2/2];
        __hip_bfloat16 theta = (__hip_bfloat16)d2_idx;
        theta = __hmul(theta, (__hip_bfloat16)(-2.0f));
        theta = __hdiv(theta, (__hip_bfloat16)d2);
        theta = __powf((__hip_bfloat16)10000.0f, theta);
        theta = __hmul(theta, (__hip_bfloat16)idx);
        __hip_bfloat16 cos = cosf((float)theta);
        __hip_bfloat16 sin = sinf((float)theta);
        y[d0_idx * ys1 + d1_idx * ys2 + d2_idx       ] = __hsub(__hmul(x1, cos), __hmul(x2, sin));
        y[d0_idx * ys1 + d1_idx * ys2 + d2_idx + d2/2] = __hadd(__hmul(x2, cos), __hmul(x1, sin));
    }
}

__global__ void rope_3d_kernel_d0aligned2(int d0, int d1, int d2, int xs1, int xs2, int ys1, int ys2, int pos,
        const __hip_bfloat16 *x, __hip_bfloat16 *y) {
    int d0_idx = blockIdx.x * 2 + threadIdx.x / 32;
    int d1_idx = blockIdx.y;
    __hip_bfloat16 idx = __hadd((__hip_bfloat16)pos, __hip_bfloat16(d1_idx));
    for (int d2_idx = threadIdx.x % 32; d2_idx < d2/2; d2_idx += 32) {
        float x1 = (float)x[d0_idx * xs1 + d1_idx * xs2 + d2_idx];
        float x2 = (float)x[d0_idx * xs1 + d1_idx * xs2 + d2_idx + d2/2];
        __hip_bfloat16 theta = (__hip_bfloat16)d2_idx;
        theta = __hmul(theta, (__hip_bfloat16)(-2.0f));
        theta = __hdiv(theta, (__hip_bfloat16)d2);
        theta = __powf((__hip_bfloat16)10000.0f, theta);
        theta = __hmul(theta, (__hip_bfloat16)idx);
        __hip_bfloat16 cos = cosf((float)theta);
        __hip_bfloat16 sin = sinf((float)theta);
        y[d0_idx * ys1 + d1_idx * ys2 + d2_idx       ] = __hsub(__hmul(x1, cos), __hmul(x2, sin));
        y[d0_idx * ys1 + d1_idx * ys2 + d2_idx + d2/2] = __hadd(__hmul(x2, cos), __hmul(x1, sin));
    }
}

__global__ void rope_3d_kernel_d0aligned16_d2is64(int d0, int d1, int d2, int xs1, int xs2, int ys1, int ys2, int pos,
        const __hip_bfloat16 *x, __hip_bfloat16 *y) {
    using float4 = float __attribute__((ext_vector_type(4)));
    int d0_idx = blockIdx.x * 16 + threadIdx.x / 4;
    int d1_idx = blockIdx.y;
    int d2_idx = (threadIdx.x % 4) * 8;
    __hip_bfloat16 x1[8], x2[8];
    *(float4 *)&x1[0] = *(float4 *)&x[d0_idx * xs1 + d1_idx * xs2 + d2_idx];
    *(float4 *)&x2[0] = *(float4 *)&x[d0_idx * xs1 + d1_idx * xs2 + d2_idx + d2/2];
    __hip_bfloat16 idx = __hadd((__hip_bfloat16)pos, __hip_bfloat16(d1_idx));
    __hip_bfloat16 y1[8], y2[8];
    #pragma unroll
    for (int i = 0; i < 8; i++) {
        __hip_bfloat16 theta = (__hip_bfloat16)(d2_idx + i);
        theta = __hmul(theta, (__hip_bfloat16)(-2.0f));
        theta = __hdiv(theta, (__hip_bfloat16)d2);
        theta = __powf((__hip_bfloat16)10000.0f, theta);
        theta = __hmul(theta, (__hip_bfloat16)idx);
        __hip_bfloat16 cos = cosf((float)theta);
        __hip_bfloat16 sin = sinf((float)theta);
        y1[i] = __hsub(__hmul(x1[i], cos), __hmul(x2[i], sin));
        y2[i] = __hadd(__hmul(x2[i], cos), __hmul(x1[i], sin));
    }
    *(float4 *)&y[d0_idx * ys1 + d1_idx * ys2 + d2_idx       ] = *(float4 *)&y1[0];
    *(float4 *)&y[d0_idx * ys1 + d1_idx * ys2 + d2_idx + d2/2] = *(float4 *)&y2[0];
}

void mla_decode(torch::Tensor x, torch::Tensor y, int pos, int xoff, int yoff,
                int d0, int d1, int d2, int xs1, int xs2, int ys1, int ys2) {

    __hip_bfloat16 *x_ptr = (__hip_bfloat16 *)x.data_ptr() + xoff;
    __hip_bfloat16 *y_ptr = (__hip_bfloat16 *)y.data_ptr() + yoff;
    if (d2 == 64 && d0 % 16 == 0) {
        // Use a specialized kernel for 64-dim and d1 multiple of 16
        rope_3d_kernel_d0aligned16_d2is64<<<dim3(d0/16, d1), dim3(64)>>>(d0, d1, d2, xs1, xs2, ys1, ys2, pos, x_ptr, y_ptr);
    }
    else if (d0 % 2 == 0) {
        rope_3d_kernel_d0aligned2<<<dim3(d0/2, d1), dim3(64)>>>(d0, d1, d2, xs1, xs2, ys1, ys2, pos, x_ptr, y_ptr);
    }
    else {
        rope_3d_kernel<<<dim3(d0, d1), dim3(64)>>>(d0, d1, d2, xs1, xs2, ys1, ys2, pos, x_ptr, y_ptr);
    }
}

__global__ void div_softmax_kernel(__hip_bfloat16 *ptr, int bs, int nh, int sl, float scale) {
    int this_bs = blockIdx.x;
    int this_nh = blockIdx.y;
    int idx = this_bs * nh * sl + this_nh * sl;

    using float4 = float __attribute__((ext_vector_type(4)));

    __shared__ __hip_bfloat16 s_val[8192]; // msl = 8192
    __shared__ float sum_val[512];

    int sl_aligned = sl / 8 * 8;
    int sl_unaligned = sl % 8;

    float thread_sum = 0.0f;
    for (int i = threadIdx.x * 8; i < sl_aligned; i += blockDim.x * 8) {
        __hip_bfloat16 val[8];
        float scale_val[8];
        *(float4 *)&val[0] = *(float4 *)&ptr[idx + i];
        #pragma unroll
        for (int j = 0; j < 8; j++) {
            scale_val[j] = (float)val[j] * scale; // Scale by 1/sqrt(dnope + drope)
            float exp_val = expf(scale_val[j]);
            thread_sum += exp_val;
            val[j] = (__hip_bfloat16)exp_val;
        }
        *(float4 *)&s_val[i] = *(float4 *)&val[0];
    }
    for (int i = sl_aligned + threadIdx.x; i < sl; i += blockDim.x) {
        __hip_bfloat16 val = ptr[idx + i];
        float scaled_val = (float)val * scale; // Scale by 1/sqrt(dnope + drope)
        float exp_val = expf(scaled_val);
        thread_sum += exp_val;
        s_val[i] = (__hip_bfloat16)exp_val;
    }
    sum_val[threadIdx.x] = thread_sum;

    __syncthreads();

    if (threadIdx.x < 16) {
        thread_sum = 0.0f;
        for (int i = threadIdx.x; i < blockDim.x; i += 16) {
            thread_sum += sum_val[i];
        }
        sum_val[threadIdx.x] = thread_sum;
    }
    __syncthreads();

    if (threadIdx.x == 0) {
        thread_sum = 0.0f;
        for (int i = 0; i < 16; i++) {
            thread_sum += sum_val[i];
        }
        sum_val[0] = thread_sum;
    }

    __syncthreads();

    float total_sum = sum_val[0];
    for (int i = threadIdx.x * 8; i < sl_aligned; i += blockDim.x * 8) {
        __hip_bfloat16 val[8];
        *(float4 *)&val[0] = *(float4 *)&s_val[i];
        #pragma unroll
        for (int j = 0; j < 8; j++) {
            float softmax_val = (float)val[j] / total_sum;
            val[j] = (__hip_bfloat16)softmax_val;
        }
        *(float4 *)&ptr[idx + i] = *(float4 *)&val[0];
    }
    for (int i = sl_aligned + threadIdx.x; i < sl; i += blockDim.x) {
        __hip_bfloat16 val = s_val[i];
        float softmax_val = (float)val / total_sum;
        ptr[idx + i] = (__hip_bfloat16)softmax_val;
    }
}

void div_softmax(torch::Tensor qk, int bs, int nh, int sl, int dnope, int drope) {
    __hip_bfloat16 *qk_ptr = (__hip_bfloat16 *)qk.data_ptr();
    float scale = 1.0f / sqrtf((float)(dnope + drope));
    div_softmax_kernel<<<dim3(bs, nh), dim3(512)>>>(qk_ptr, bs, nh, sl, scale);
}
"""

import os
os.environ["CXX"] = "clang++"

module = load_inline(
    name='mla_decode',
    cpp_sources=[CPP_WRAPPER],
    cuda_sources=[CUDA_SRC],
    functions=['mla_decode', 'div_softmax'],
    verbose=True,
    extra_cuda_cflags=["--offload-arch=gfx942", "-std=c++20", "-O3", "-w"],
)

def custom_kernel(data: input_t) -> output_t:
    config, x, kv_cache = data

    bs = config.batch_size
    sl = config.seq_len
    pl = kv_cache.seq_len
    msl = config.max_seq_len
    nh = config.n_heads
    d =  config.dim
    dq = config.q_lora_rank
    dkv = config.kv_lora_rank
    dnope = config.qk_nope_head_dim
    drope = config.qk_rope_head_dim
    dv = config.v_head_dim

    wDQ  = config.Q_proj_down_weight                                            # [dq, d]
    wDKV = config.KV_proj_down_weight                                           # [dkv + drope, d]
    wUQ  = config.Q_proj_up_weight                                              # [nh * (dnope + drope), dq]
    wUKV = config.KV_proj_up_weight                                             # [nh * (dnope + dv), dkv]
    wO   = config.wo_weight                                                     # [d, nh * dv]

    x = x.view(bs, d)                                                           # [bs, d]
    qD = x @ wDQ.T                                                              # [bs, dq] = [bs, d] @ [dq, d]
    qU = (qD @ wUQ.T)                                                           # [bs, nh * (dnope + drope)] = [bs, dq] @ [nh * (dnope + drope), dq]
    qU = qU.view(bs * nh, sl, dnope + drope)                                    # [bs * nh, sl, dnope + drope]
    # qU[:, :, dnope:] = rope(qU[:, :, dnope:], pl)
    module.mla_decode(qU, qU, pl, dnope, dnope, bs * nh, sl, drope, dnope + drope, dnope + drope, dnope + drope, dnope + drope)
    qU = qU.view(bs, nh, dnope + drope)                                         # [bs, nh, dnope + drope]

    kv_cache.data[:, pl:pl+sl, :] = (x @ wDKV.T).view(bs, sl, dkv + drope)      # [bs, sl, dkv + drope] = [bs, d] @ [dkv + drope, d]
    kv_cache.seq_len += 1
    # kR = rope(kv_cache.data[:, :pl+sl, dkv:], 0).view(bs, pl+sl, drope)
    kR = torch.empty((bs, pl + sl, drope), dtype=torch.bfloat16, device='cuda')
    module.mla_decode(kv_cache.data, kR, 0, dkv, 0, bs, pl + sl, drope, msl * (dkv + drope), dkv + drope, (pl + sl) * drope, drope)

    wUKV = wUKV.view(nh, dnope + dv, dkv)                                       # [nh, dnope + dv, dkv]
    # qCwUK = torch.empty((bs, nh, dkv), dtype=torch.bfloat16, device='cuda')
    # for i_nh in range(nh):
    #     qCwUK[:, i_nh, :] = qU[:, i_nh, :dnope] @ wUKV[i_nh, :dnope, :]
    qCwUK = torch.bmm(qU[:, :, :dnope].transpose(0, 1), wUKV[:, :dnope, :])     # [nh, bs, dkv] = [bs, nh, dnope] @ [nh, dnope, dkv]

    # qk = torch.empty((bs, nh, pl+sl), dtype=torch.bfloat16, device='cuda')
    # for i_bs in range(bs):
    #     qk[i_bs, :, :] = qCwUK[i_bs, :, :] @ kv_cache.data[i_bs, :pl+sl, :dkv].T + qU[i_bs, :, dnope:] @ kR[i_bs, :pl+sl, :].T
    qk = torch.bmm(qCwUK.transpose(0, 1), kv_cache.data[:, :pl+sl, :dkv].transpose(1, 2)) # [bs, nh, pl+sl] = [nh, bs, dkv] @ [bs, pl+sl, dkv]
    qk += torch.bmm(qU[:, :, dnope:], kR.transpose(1, 2))                       # [bs, nh, pl+sl] = [bs, nh, drope] @ [bs, pl+sl, drope]
    # qk = torch.bmm(qCwUK, kv_cache.data[:, :pl+sl, :dkv].transpose(1, 2)) + torch.bmm(qU[:, :, dnope:], kR.transpose(1, 2))

    # qk = torch.softmax(qk / ((dnope + drope) ** 0.5), dim=-1)                 # [bs, nh, pl+sl]
    module.div_softmax(qk, bs, nh, pl + sl, dnope, drope) # Custom softmax kernel


    # qkkvC = torch.empty((bs, nh, dkv), dtype=torch.bfloat16, device='cuda')
    # for i_bs in range(bs):
    #     qkkvC[i_bs, :, :] = qk[i_bs, :, :] @ kv_cache.data[i_bs, :pl+sl, :dkv]
    qkkvC = torch.bmm(qk, kv_cache.data[:, :pl+sl, :dkv])                       # [bs, nh, dkv] = [bs, nh, pl+sl] @ [bs, pl+sl, dkv]

    # qkv = torch.empty((bs, nh, dv), dtype=torch.bfloat16, device='cuda')
    # for i_nh in range(nh):
    #     qkv[:, i_nh, :] = qkkvC[:, i_nh, :] @ wUKV[i_nh, dnope:, :].T
    qkv = torch.bmm(qkkvC.transpose(0, 1), wUKV[:, dnope:, :].transpose(1, 2)).transpose(0, 1) # [bs, nh, dv] = [bs, nh, dkv] @ [nh, dv, dkv]

    output = (qkv.reshape(bs, nh * dv) @ wO.T).view(bs, sl, d)                  # [bs, sl, d] = [bs, nh * dv] @ [d, nh * dv]

    return output, kv_cache.dataNo newline at end of file+ 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Best evidence level for this revision: reported
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