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amd-mixture-of-experts · submission 29075

KernelBot user 160 · python · License unknown
Kernel source · 1 lines ↓

Use it

Vendorable · source mirrored · license unknownView source →

No package. Vendor the mirrored source: 1 lines, June 9 Researcher Reciprocity License v1.0.

submission-moe.py
curl "https://kernelindex.com/api/v1/implementations/kernelbot-amd-mixture-of-experts-29075?include=source"
interfacepython
Compatibility
measured onAMD Instinct MI300X
declared hardwareAMD Instinct MI300X
architecturesgfx942
dtypesfp16

Benchmark evidence

2 measurements across 1 GPU, fastest first.

Operation / workload
Hardware
Latency
Rank
Observed
AMD DeepSeek-style MoE layerfp16 · [1, 2048, 7168]
AMD Instinct MI300X
5.87ms
#42 of 118
2025-05-29
Run →
AMD DeepSeek-style MoE layerfp16 · [1, 8192, 7168]
AMD Instinct MI300X
13.0ms
#34 of 118
2025-05-29
Run →

Reported · How evidence levels are derived →

Source and license

sourceavailable
revision digestsha256:1e7c84da0255e7018e4480b15165aec5c53ddf3e279f622a882b4d0ab966601b
license declaredunknown
license concludedunknown
imported2026-08-15

Kernel source

submission-moe.py1 lines
#!POPCORN leaderboard amd-mixture-of-experts
#!POPCORN gpus MI300

import math
import torch
import torch.nn as nn
import torch.nn.functional as F
import triton
import triton.language as tl
from typing import Dict, Tuple
from task import input_t, output_t


@torch.jit.script
def fused_expert_forward(
    x: torch.Tensor,
    W_gate: torch.Tensor,
    W_up: torch.Tensor,
    W_down: torch.Tensor,
    weight: torch.Tensor
) -> torch.Tensor:
    x = x.contiguous()
    gate = F.silu(x @ W_gate)
    up = x @ W_up
    return (gate * up * weight.unsqueeze(-1)) @ W_down


@torch.jit.script
def fused_gating_topk(
    x: torch.Tensor,
    W_g: torch.Tensor,
    top_k: int
) -> Tuple[torch.Tensor, torch.Tensor]:
    logits = x @ W_g
    probs = F.softmax(logits, dim=-1)
    topk_scores, topk_indices = torch.topk(probs, k=top_k, dim=-1)
    return topk_scores, topk_indices

@triton.jit
def count_experts_kernel(
    topk_indices_ptr, counts_ptr,
    N: tl.constexpr, top_k: tl.constexpr, num_experts: tl.constexpr,
    BLOCK_SIZE: tl.constexpr,
):
    pid = tl.program_id(0)
    offset = pid * BLOCK_SIZE + tl.arange(0, BLOCK_SIZE)
    total_tokens: tl.constexpr = N * top_k
    mask = offset < total_tokens
    
    token_id = offset // top_k
    k_id = offset % top_k
    
    expert_idx = tl.load(topk_indices_ptr + token_id * top_k + k_id, mask=mask, other=num_experts)
    valid_mask = mask & (expert_idx < num_experts)
    
    ONE: tl.constexpr = 1
    tl.atomic_add(counts_ptr + expert_idx, ONE, mask=valid_mask)


@triton.jit
def scatter_sorted_kernel(
    topk_scores_ptr, topk_indices_ptr,
    sorted_expert_indices_ptr, sorted_token_indices_ptr, sorted_expert_scores_ptr,
    counts_ptr, offsets_ptr,
    N: tl.constexpr, top_k: tl.constexpr, num_experts: tl.constexpr,
    BLOCK_SIZE: tl.constexpr,
):
    pid = tl.program_id(0)
    offset = pid * BLOCK_SIZE + tl.arange(0, BLOCK_SIZE)
    total_tokens: tl.constexpr = N * top_k
    mask = offset < total_tokens
    
    token_id = offset // top_k
    k_id = offset % top_k
    
    expert_idx = tl.load(topk_indices_ptr + token_id * top_k + k_id, mask=mask, other=0)
    scores = tl.load(topk_scores_ptr + token_id * top_k + k_id, mask=mask, other=0.0)
    
    valid_mask = mask & (expert_idx < num_experts)
    
    ONE: tl.constexpr = 1
    local_pos = tl.atomic_add(counts_ptr + expert_idx, ONE, mask=valid_mask)
    expert_offset = tl.load(offsets_ptr + expert_idx, mask=valid_mask, other=0)
    final_pos = expert_offset + local_pos
    
    tl.store(sorted_expert_indices_ptr + final_pos, expert_idx, mask=valid_mask)
    tl.store(sorted_token_indices_ptr + final_pos, token_id, mask=valid_mask)
    tl.store(sorted_expert_scores_ptr + final_pos, scores, mask=valid_mask)


def triton_fused_routing_prep(topk_scores: torch.Tensor, topk_indices: torch.Tensor, 
                             N: int, top_k: int, num_experts: int, device: torch.device) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor, torch.Tensor]:
    total_tokens = N * top_k
    
    sorted_expert_indices = torch.empty(total_tokens, dtype=torch.long, device=device)
    sorted_token_indices = torch.empty(total_tokens, dtype=torch.long, device=device)
    sorted_expert_scores = torch.empty(total_tokens, dtype=topk_scores.dtype, device=device)
    counts = torch.zeros(num_experts, dtype=torch.long, device=device)
    
    BLOCK_SIZE: int = 256
    grid_size = triton.cdiv(total_tokens, BLOCK_SIZE)
    
    count_experts_kernel[(grid_size,)](
        topk_indices, counts,
        N, top_k, num_experts,
        BLOCK_SIZE=BLOCK_SIZE,
        num_warps=8,
    )
    
    offsets = torch.zeros_like(counts)
    offsets[1:] = counts[:-1].cumsum(0)
    
    temp_counts = torch.zeros_like(counts)
    
    scatter_sorted_kernel[(grid_size,)](
        topk_scores, topk_indices,
        sorted_expert_indices, sorted_token_indices, sorted_expert_scores,
        temp_counts, offsets,
        N, top_k, num_experts,
        BLOCK_SIZE=BLOCK_SIZE,
        num_warps=8,
    )
    
    return sorted_expert_indices, sorted_token_indices, sorted_expert_scores, counts


def fused_routing_prep(topk_scores: torch.Tensor, topk_indices: torch.Tensor, 
                      N: int, top_k: int, num_experts: int, device: torch.device) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor, torch.Tensor]:
    return triton_fused_routing_prep(topk_scores, topk_indices, N, top_k, num_experts, device)



@torch.jit.script
def fused_output_aggregation(
    output: torch.Tensor,
    expert_output: torch.Tensor,
    token_indices: torch.Tensor,
    D: int
) -> torch.Tensor:
    output.scatter_add_(0, token_indices.unsqueeze(1).expand(-1, D), expert_output)
    return output


class MoE(nn.Module):
    def __init__(self, config: Dict):
        super().__init__()
        self.config = config
        self.num_experts = config["n_routed_experts"]
        self.top_k = config["n_experts_per_token"]
        self.d_hidden = config["d_hidden"]
        
        self.router = None
        self.shared_gate = None
        self.shared_up = None
        self.shared_down = None
        self.gate = [None] * self.num_experts
        self.up = [None] * self.num_experts
        self.down = [None] * self.num_experts

    def forward(self, x: torch.Tensor) -> torch.Tensor:
        B, T, D = x.shape
        N = B * T
        x_flat = x.view(N, D)

        shared_out = (
            F.silu(x @ self.shared_gate)
            * (x @ self.shared_up)
        ) @ self.shared_down

        topk_scores, topk_indices = fused_gating_topk(x_flat, self.router, self.top_k)
        
        expert_indices, token_indices, expert_scores, counts = fused_routing_prep(
            topk_scores, topk_indices, N, self.top_k, self.num_experts, x.device
        )
        
        cumsum = counts.cumsum(0).cpu().numpy()

        output = torch.zeros_like(x_flat)

        for i in range(self.num_experts):
            start = 0 if i == 0 else cumsum[i - 1]
            end = cumsum[i]
            if start == end:
                continue

            tokens = token_indices[start:end]
            weights = expert_scores[start:end]
            inputs = x_flat[tokens]

            out = fused_expert_forward(
                inputs,
                self.gate[i],
                self.up[i],
                self.down[i],
                weights
            )

            output = fused_output_aggregation(output, out, tokens, D)

        return (shared_out.view(N, D) + output).view(B, T, D)


def custom_kernel(data: input_t) -> output_t:
    x, weights, config = data
    moe = MoE(config)
    moe.router = weights["router.weight"].t()
    moe.shared_gate = weights["shared_experts.0.weight"]
    moe.shared_up = weights["shared_experts.1.weight"]
    moe.shared_down = weights["shared_experts.2.weight"]
    for i in range(config["n_routed_experts"]):
        moe.gate[i] = weights[f"experts.{i}.0.weight"]
        moe.up[i] = weights[f"experts.{i}.1.weight"]
        moe.down[i] = weights[f"experts.{i}.2.weight"]
    return moe(x)

Source 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 amd-mixture-of-experts · submission 27659.

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   No newline at end of file
+ #!POPCORN leaderboard amd-mixture-of-experts
#!POPCORN gpus MI300

import math
import torch
import torch.nn as nn
import torch.nn.functional as F
import triton
import triton.language as tl
from typing import Dict, Tuple
from task import input_t, output_t


@torch.jit.script
def fused_expert_forward(
    x: torch.Tensor,
    W_gate: torch.Tensor,
    W_up: torch.Tensor,
    W_down: torch.Tensor,
    weight: torch.Tensor
) -> torch.Tensor:
    x = x.contiguous()
    gate = F.silu(x @ W_gate)
    up = x @ W_up
    return (gate * up * weight.unsqueeze(-1)) @ W_down


@torch.jit.script
def fused_gating_topk(
    x: torch.Tensor,
    W_g: torch.Tensor,
    top_k: int
) -> Tuple[torch.Tensor, torch.Tensor]:
    logits = x @ W_g
    probs = F.softmax(logits, dim=-1)
    topk_scores, topk_indices = torch.topk(probs, k=top_k, dim=-1)
    return topk_scores, topk_indices

@triton.jit
def count_experts_kernel(
    topk_indices_ptr, counts_ptr,
    N: tl.constexpr, top_k: tl.constexpr, num_experts: tl.constexpr,
    BLOCK_SIZE: tl.constexpr,
):
    pid = tl.program_id(0)
    offset = pid * BLOCK_SIZE + tl.arange(0, BLOCK_SIZE)
    total_tokens: tl.constexpr = N * top_k
    mask = offset < total_tokens
    
    token_id = offset // top_k
    k_id = offset % top_k
    
    expert_idx = tl.load(topk_indices_ptr + token_id * top_k + k_id, mask=mask, other=num_experts)
    valid_mask = mask & (expert_idx < num_experts)
    
    ONE: tl.constexpr = 1
    tl.atomic_add(counts_ptr + expert_idx, ONE, mask=valid_mask)


@triton.jit
def scatter_sorted_kernel(
    topk_scores_ptr, topk_indices_ptr,
    sorted_expert_indices_ptr, sorted_token_indices_ptr, sorted_expert_scores_ptr,
    counts_ptr, offsets_ptr,
    N: tl.constexpr, top_k: tl.constexpr, num_experts: tl.constexpr,
    BLOCK_SIZE: tl.constexpr,
):
    pid = tl.program_id(0)
    offset = pid * BLOCK_SIZE + tl.arange(0, BLOCK_SIZE)
    total_tokens: tl.constexpr = N * top_k
    mask = offset < total_tokens
    
    token_id = offset // top_k
    k_id = offset % top_k
    
    expert_idx = tl.load(topk_indices_ptr + token_id * top_k + k_id, mask=mask, other=0)
    scores = tl.load(topk_scores_ptr + token_id * top_k + k_id, mask=mask, other=0.0)
    
    valid_mask = mask & (expert_idx < num_experts)
    
    ONE: tl.constexpr = 1
    local_pos = tl.atomic_add(counts_ptr + expert_idx, ONE, mask=valid_mask)
    expert_offset = tl.load(offsets_ptr + expert_idx, mask=valid_mask, other=0)
    final_pos = expert_offset + local_pos
    
    tl.store(sorted_expert_indices_ptr + final_pos, expert_idx, mask=valid_mask)
    tl.store(sorted_token_indices_ptr + final_pos, token_id, mask=valid_mask)
    tl.store(sorted_expert_scores_ptr + final_pos, scores, mask=valid_mask)


def triton_fused_routing_prep(topk_scores: torch.Tensor, topk_indices: torch.Tensor, 
                             N: int, top_k: int, num_experts: int, device: torch.device) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor, torch.Tensor]:
    total_tokens = N * top_k
    
    sorted_expert_indices = torch.empty(total_tokens, dtype=torch.long, device=device)
    sorted_token_indices = torch.empty(total_tokens, dtype=torch.long, device=device)
    sorted_expert_scores = torch.empty(total_tokens, dtype=topk_scores.dtype, device=device)
    counts = torch.zeros(num_experts, dtype=torch.long, device=device)
    
    BLOCK_SIZE: int = 256
    grid_size = triton.cdiv(total_tokens, BLOCK_SIZE)
    
    count_experts_kernel[(grid_size,)](
        topk_indices, counts,
        N, top_k, num_experts,
        BLOCK_SIZE=BLOCK_SIZE,
        num_warps=8,
    )
    
    offsets = torch.zeros_like(counts)
    offsets[1:] = counts[:-1].cumsum(0)
    
    temp_counts = torch.zeros_like(counts)
    
    scatter_sorted_kernel[(grid_size,)](
        topk_scores, topk_indices,
        sorted_expert_indices, sorted_token_indices, sorted_expert_scores,
        temp_counts, offsets,
        N, top_k, num_experts,
        BLOCK_SIZE=BLOCK_SIZE,
        num_warps=8,
    )
    
    return sorted_expert_indices, sorted_token_indices, sorted_expert_scores, counts


def fused_routing_prep(topk_scores: torch.Tensor, topk_indices: torch.Tensor, 
                      N: int, top_k: int, num_experts: int, device: torch.device) -> Tuple[torch.Tensor, torch.Tensor, torch.Tensor, torch.Tensor]:
    return triton_fused_routing_prep(topk_scores, topk_indices, N, top_k, num_experts, device)



@torch.jit.script
def fused_output_aggregation(
    output: torch.Tensor,
    expert_output: torch.Tensor,
    token_indices: torch.Tensor,
    D: int
) -> torch.Tensor:
    output.scatter_add_(0, token_indices.unsqueeze(1).expand(-1, D), expert_output)
    return output


class MoE(nn.Module):
    def __init__(self, config: Dict):
        super().__init__()
        self.config = config
        self.num_experts = config["n_routed_experts"]
        self.top_k = config["n_experts_per_token"]
        self.d_hidden = config["d_hidden"]
        
        self.router = None
        self.shared_gate = None
        self.shared_up = None
        self.shared_down = None
        self.gate = [None] * self.num_experts
        self.up = [None] * self.num_experts
        self.down = [None] * self.num_experts

    def forward(self, x: torch.Tensor) -> torch.Tensor:
        B, T, D = x.shape
        N = B * T
        x_flat = x.view(N, D)

        shared_out = (
            F.silu(x @ self.shared_gate)
            * (x @ self.shared_up)
        ) @ self.shared_down

        topk_scores, topk_indices = fused_gating_topk(x_flat, self.router, self.top_k)
        
        expert_indices, token_indices, expert_scores, counts = fused_routing_prep(
            topk_scores, topk_indices, N, self.top_k, self.num_experts, x.device
        )
        
        cumsum = counts.cumsum(0).cpu().numpy()

        output = torch.zeros_like(x_flat)

        for i in range(self.num_experts):
            start = 0 if i == 0 else cumsum[i - 1]
            end = cumsum[i]
            if start == end:
                continue

            tokens = token_indices[start:end]
            weights = expert_scores[start:end]
            inputs = x_flat[tokens]

            out = fused_expert_forward(
                inputs,
                self.gate[i],
                self.up[i],
                self.down[i],
                weights
            )

            output = fused_output_aggregation(output, out, tokens, D)

        return (shared_out.view(N, D) + output).view(B, T, D)


def custom_kernel(data: input_t) -> output_t:
    x, weights, config = data
    moe = MoE(config)
    moe.router = weights["router.weight"].t()
    moe.shared_gate = weights["shared_experts.0.weight"]
    moe.shared_up = weights["shared_experts.1.weight"]
    moe.shared_down = weights["shared_experts.2.weight"]
    for i in range(config["n_routed_experts"]):
        moe.gate[i] = weights[f"experts.{i}.0.weight"]
        moe.up[i] = weights[f"experts.{i}.1.weight"]
        moe.down[i] = weights[f"experts.{i}.2.weight"]
    return moe(x)
   No newline at end of file

Best evidence level for this revision: reported

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