amd-mixture-of-experts · submission 29927

Use it

Vendorable · source mirrored · license unknownView source →
No package. Vendor the mirrored source: 1 lines, June 9 Researcher Reciprocity License v1.0.
submission.py
curl "https://kernelindex.com/api/v1/implementations/kernelbot-amd-mixture-of-experts-29927?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
5.31ms
#27 of 118
2025-06-01
Run →
AMD DeepSeek-style MoE layerfp16 · [1, 8192, 7168]
AMD Instinct MI300X
11.1ms
#15 of 118
2025-06-01
Run →
Reported · How evidence levels are derived →
Source and license

sourceavailable
revision digestsha256:ca6487cc09442e0297e4a548e3c8c7afe3e9082eab6f9c8412db9c61a58e0f0b
license declaredunknown
license concludedunknown
imported2026-08-15
Kernel source

submission.py1 lines
#!POPCORN leaderboard amd-mixture-of-experts
# This script provides a template for using load_inline to run a HIP kernel for MOE
import os
os.environ['PYTORCH_ROCM_ARCH'] = 'gfx942'
from torch.utils.cpp_extension import load_inline
from torch import empty_like
from task import input_t, output_t
import base64
import bz2
CPP_WRAPPER = """
void run_from_python(int seq_len, int batch_size, int d_hidden, int d_expert, int n_routed_experts,
                     int n_experts_per_token, int n_shared_experts, unsigned long long input_seq,
                     unsigned long long expert_scores, std::vector<unsigned long long> expert_weight_gate_p,
                     std::vector<unsigned long long> expert_weight_up_p,
                     std::vector<unsigned long long> expert_weight_down_p, unsigned long long shared_expert_weight_gate,
                     unsigned long long shared_expert_weight_up, unsigned long long shared_expert_weight_down,
                     unsigned long long router_weight, unsigned long long final_output);
"""
# Compressed CUDA source code
CUDA_SRC_COMPRESSED = """
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
"""
# Decompress the CUDA source
CUDA_SRC = bz2.decompress(base64.b64decode(CUDA_SRC_COMPRESSED)).decode('utf-8')
import os
import torch
os.environ["CXX"] = "clang++"
module = load_inline(
    name='run_from_python',
    cpp_sources=[CPP_WRAPPER],
    cuda_sources=[CUDA_SRC],
    functions=['run_from_python'],
    verbose=True,
    extra_cuda_cflags=["--offload-arch=gfx942", "-std=c++20", "-U__HIP_NO_HALF_OPERATORS__", "-U__HIP_NO_HALF_CONVERSIONS__"],
    extra_cflags=["-Ofast", "-ffast-math", "-march=native", "-funroll-loops", "-fomit-frame-pointer"],
)
def custom_kernel(data: input_t) -> output_t:
    input_tensor, weights, config = data
    output_tensor = empty_like(input_tensor)
    batch_size = input_tensor.size(0)
    seq_len = input_tensor.size(1)
    n_routed_experts = config["n_routed_experts"]
    n_shared_experts = config["n_shared_experts"]
    n_experts_per_token = config["n_experts_per_token"]
    d_hidden = config["d_hidden"]
    d_expert = config["d_expert"]
    expert_weight_gate_p = []
    expert_weight_up_p = []
    expert_weight_down_p = []
    for i in range(n_routed_experts):
        expert_weight_gate_p.append(int(weights[f'experts.{i}.0.weight'].data_ptr()))
        expert_weight_up_p.append(int(weights[f'experts.{i}.1.weight'].data_ptr()))
        expert_weight_down_p.append(int(weights[f'experts.{i}.2.weight'].data_ptr()))
    
    shared_expert_weight_gate = int(weights['shared_experts.0.weight'].data_ptr())
    shared_expert_weight_up = int(weights['shared_experts.1.weight'].data_ptr())
    shared_expert_weight_down = int(weights['shared_experts.2.weight'].data_ptr())
    
    router_weight = int(weights['router.weight'].data_ptr())
    
    expert_scores = torch.matmul(input_tensor.view(-1, d_hidden), weights['router.weight'].transpose(0, 1)).contiguous()
    
    module.run_from_python(seq_len, batch_size, d_hidden, d_expert, n_routed_experts, n_experts_per_token, n_shared_experts, int(input_tensor.data_ptr()), int(expert_scores.data_ptr()), expert_weight_gate_p, expert_weight_up_p, expert_weight_down_p, shared_expert_weight_gate, shared_expert_weight_up, shared_expert_weight_down, router_weight, int(output_tensor.data_ptr()))
    
    return output_tensor
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 29919.
Best evidence level for this revision: reported
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