amd-mixture-of-experts · submission 29947

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-29947?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
4.93ms
#20 of 118
2025-06-01
Run →
AMD DeepSeek-style MoE layerfp16 · [1, 8192, 7168]
AMD Instinct MI300X
10.7ms
#10 of 118
2025-06-01
Run →
Reported · How evidence levels are derived →
Source and license

sourceavailable
revision digestsha256:68c63d1cb656a09785eb7e09d63942f05ba3e1417732152e9c743820a9a3aca2
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 29937.
Best evidence level for this revision: reported
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