amd-mixture-of-experts · submission 30960

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-30960?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
4.23ms
#4 of 118
2025-06-03
Run →
AMD DeepSeek-style MoE layerfp16 · [1, 8192, 7168]
AMD Instinct MI300X
10.4ms
#1 of 118
2025-06-03
Run →
Reported · How evidence levels are derived →
Source and license

sourceavailable
revision digestsha256:11aaf18772634b59e8a298a38db8c42c3cd51381f94cb6c18cd8006909a63e99
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__", "-DHIP_ENABLE_WARP_SYNC_BUILTINS"],
    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 30957.
Best evidence level for this revision: reported
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