amd-mixture-of-experts · submission 14057
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submission.py
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Compatibility
measured onAMD Instinct MI300X
declared hardwareAMD Instinct MI300X
architecturesgfx942
dtypesfp16
Benchmark evidence
2 measurements across 1 GPU, fastest first.
Operation / workload
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sourceavailable
revision digestsha256:cbfd565fa1d342f49151502523afe88cf43f2fe88753bcfdab6f8c226d4d4f4c
license declaredunknown
license concludedunknown
imported2026-08-15
Kernel source
submission.py1 lines
#!POPCORN leaderboard amd-mixture-of-experts

# This is a submission template for popcorn leaderboard 'amd-mixture-of-experts'.
# Your task is as follows:
# > For a more complete description, see: https://tinyurl.com/amd-comp-moe
# > Implement a DeepSeek-style Mixture of Experts (MoE) layer for efficient transformer models
# > on a single MI300X device.
# >
# > MoE is a technique that allows scaling model capacity without proportionally increasing computational costs
# > by using a routing mechanism to selectively activate only a subset of parameters for each token.
# >
# > Your task:
# > - Implement token routing using a simple softmax-based learned router
# > - Route tokens to the top-k experts based on router probabilities
# > - Process tokens through their assigned experts
# > - Combine expert outputs weighted by router probabilities
# > - Calculate appropriate auxiliary losses for training stability
# >
# > Input:
# > - `data`: Tuple of (input: torch.Tensor, weights: Dict[str, torch.Tensor], config: Dict)
# >   - input: Input tensor of shape [bs, seq_len, d_hidden]
# >   - weights: Dictionary containing model weights
# >   - config: Dictionary containing model configuration parameters
# >
# > Output:
# > - Tuple containing:
# >   - output: Processed tensor [bs, seq_len, d_model]
# >   - aux_data: Dictionary with auxiliary data like router probabilities and losses
# The deadline for this leaderboard is 2025-05-27 00:00:00+00:00

# You can automatically route this file to specific GPUs by adding a line
# `#!POPCORN gpus <GPUs>` to the header of this file.
# Happy hacking!

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


class Expert(nn.Module):
    def __init__(self, config: Dict, d_expert: Optional[int] = None):
        super().__init__()
        self.config = config
        self.act_fn = nn.SiLU()
        self.d_hidden: int = config["d_hidden"]
        self.d_expert: int = config["d_expert"] if d_expert is None else d_expert

        self.W_gate = nn.Linear(self.d_hidden, self.d_expert, bias=False)
        self.W_up = nn.Linear(self.d_hidden, self.d_expert, bias=False)
        self.W_down = nn.Linear(self.d_expert, self.d_hidden, bias=False)

    def forward(self, x: torch.Tensor) -> torch.Tensor:
        gate = self.act_fn(self.W_gate(x))
        out = self.W_down(gate * self.W_up(x))
        return out


class MoEGate(nn.Module):
    def __init__(self, config: Dict):
        super().__init__()
        self.top_k: int = config["n_experts_per_token"]
        self.num_experts: int = config["n_routed_experts"]
        self.d_hidden: int = config["d_hidden"]

        self.W_g = nn.Linear(self.d_hidden, self.num_experts, bias=False)

    def forward(self, x: torch.Tensor) -> Tuple[torch.Tensor, torch.Tensor]:
        logits = self.W_g(x)
        scores = logits.softmax(dim=-1)
        topk_scores, topk_indices = torch.topk(
            scores, k=self.top_k, dim=-1, sorted=False
        )

        # print("input", x.shape)
        # print("topk_indices", topk_indices.shape)
        # print("topk_scores", topk_scores.shape)

        return topk_indices, topk_scores


class MoE(nn.Module):
    def __init__(self, config: Dict):
        super().__init__()
        self.config = config
        self.experts = nn.ModuleList(
            [Expert(config) for _ in range(config["n_routed_experts"])]
        )
        self.gating_network = MoEGate(config)
        shared_expert_dim = config["d_expert"] * config["n_shared_experts"]
        self.shared_expert = Expert(config=config, d_expert=shared_expert_dim)

    def forward(self, x: torch.Tensor) -> torch.Tensor:
        shared_output = self.shared_expert(x)
        expert_indices, expert_scores = self.gating_network(x)
        batch_size, seq_len, hidden_dim = x.shape
        """
        orig_shape = x.shape
        x_flat = x.view(-1, hidden_dim)
        flat_expert_indices = expert_indices.view(-1)
        flat_expert_weights = expert_scores.view(-1, 1)
        routed_output_flat = self.moe_infer(
            x_flat, flat_expert_indices, flat_expert_weights
        )

        routed_output = routed_output_flat.view(*orig_shape)
        """
        # print("expert_scores", expert_scores.shape)
        routed_output = self.moe_infer(x, expert_indices, expert_scores)
        return routed_output + shared_output

    @torch.no_grad()
    def moe_infer(
        self,
        x: torch.Tensor,
        expert_indices: torch.Tensor,
        expert_scores: torch.Tensor,
        # flat_expert_indices: torch.Tensor,
        # flat_expert_weights: torch.Tensor,
    ) -> torch.Tensor:
        batch_size, seq_len, hidden_dim = x.shape
        # print(x.dtype)
        # print(self.e_gate.dtype)

        out = torch.zeros_like(x)
        for i in range(batch_size):
            for j in range(seq_len):
                input = x[i, j].to(self.e_gate.dtype)
                idx = expert_indices[i, j]
                gate = nn.SiLU()(self.e_gate[idx].matmul(input))
                # y = self.e_down[idx].matmul(gate * self.e_up[idx].matmul(input))
                # print("e_down", self.e_down[idx].shape)
                # print("gate", gate.shape)
                # print(
                # "gate * self.e_up[idx].matmul(input)",
                # (gate * self.e_up[idx].matmul(input)).unsqueeze(2).shape,
                # )
                # y = self.e_down[idx].dot(gate * self.e_up[idx].matmul(input))
                y = torch.bmm(
                    self.e_down[idx],
                    (gate * self.e_up[idx].matmul(input)).unsqueeze_(2),
                )
                # print("y", y.shape)
                y.squeeze_(2)
                # print("y", y.shape)
                # print("expert_scores[i, j]", expert_scores[i, j].shape)
                y = y * expert_scores[i, j][:, None]
                # print("y", y.shape)
                out[i, j] = y.sum(dim=0)

        return out
        """
        print("x", x.shape)
        print("flat_expert_indices", flat_expert_indices.shape)
        print("flat_expert_weights", flat_expert_weights.shape)
        expert_cache = torch.zeros_like(x)
        idxs = flat_expert_indices.argsort()
        print("idxs", idxs.shape)
        counts = flat_expert_indices.bincount().cpu().numpy()
        tokens_per_expert = counts.cumsum()
        print("tokens_per_expert", tokens_per_expert.shape)
        num_per_tok = self.config["n_experts_per_token"]
        token_idxs = idxs // num_per_tok
        for expert_id, end_idx in enumerate(tokens_per_expert):
            start_idx = 0 if expert_id == 0 else tokens_per_expert[expert_id - 1]
            if start_idx == end_idx:
                continue

            expert = self.experts[expert_id]
            exp_token_idxs = token_idxs[start_idx:end_idx]
            expert_tokens = x[exp_token_idxs]
            expert_out = expert(expert_tokens)
            expert_out.mul_(flat_expert_weights[idxs[start_idx:end_idx]])
            expert_cache.scatter_reduce_(
                0,
                exp_token_idxs.view(-1, 1).repeat(1, x.shape[-1]),
                expert_out,
                reduce="sum",
            )

        print("expert_cache", expert_cache.shape)
        return expert_cache
        """


def custom_kernel(data: input_t) -> output_t:
    """
    Submission template for DeepSeek-style Mixture of Experts using PyTorch.

    Args:
        data: Tuple of (input: torch.Tensor, weights: Dict[str, torch.Tensor], config: Dict)
            - input: Input tensor of shape [batch_size, seq_len, hidden_size]
            - weights: Dictionary containing model weights
            - config: Dictionary containing model configuration parameters

    Returns:
        Tuple containing:
            - output: Processed tensor [batch_size, seq_len, d_model]
            - aux_data: Dictionary with auxiliary data
    """
    input_tensor, weights, config = data
    num_experts = config["n_routed_experts"]
    moe = MoE(config)

    # Fill in the given weights of the model
    moe.gating_network.W_g.weight = nn.Parameter(weights["router.weight"])

    gx, gy = weights[f"experts.0.0.weight"].shape
    ux, uy = weights[f"experts.0.1.weight"].shape
    dx, dy = weights[f"experts.0.2.weight"].shape

    e_gate = torch.zeros((num_experts, gy, gx), device=input_tensor.device)
    e_up = torch.zeros((num_experts, uy, ux), device=input_tensor.device)
    e_down = torch.zeros((num_experts, dy, dx), device=input_tensor.device)

    for i in range(num_experts):
        e_gate[i] = weights[f"experts.{i}.0.weight"].t()
        e_up[i] = weights[f"experts.{i}.1.weight"].t()
        e_down[i] = weights[f"experts.{i}.2.weight"].t()

    moe.e_gate = nn.Parameter(e_gate)
    moe.e_up = nn.Parameter(e_up)
    moe.e_down = nn.Parameter(e_down)

    """
    for i in range(num_experts):
        gate_proj_weight = weights[f"experts.{i}.0.weight"]
        up_proj_weight = weights[f"experts.{i}.1.weight"]
        down_proj_weight = weights[f"experts.{i}.2.weight"]

        # Transpose weights to match expected shape for nn.Linear
        moe.experts[i].W_gate.weight = nn.Parameter(gate_proj_weight.t())
        moe.experts[i].W_up.weight = nn.Parameter(up_proj_weight.t())
        moe.experts[i].W_down.weight = nn.Parameter(down_proj_weight.t())
    """

    moe.shared_expert.W_gate.weight = nn.Parameter(
        weights["shared_experts.0.weight"].t()
    )
    moe.shared_expert.W_up.weight = nn.Parameter(weights["shared_experts.1.weight"].t())
    moe.shared_expert.W_down.weight = nn.Parameter(
        weights["shared_experts.2.weight"].t()
    )

    # Run the model
    output = moe(input_tensor)

    return output
Source code from GPU Mode and the KernelBot dataset · June 9 Researcher Reciprocity License v1.0
Best evidence level for this revision: reported
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