amd-mixture-of-experts · submission 30429

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-30429?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
4.67ms
#17 of 118
2025-06-02
Run →
AMD DeepSeek-style MoE layerfp16 · [1, 8192, 7168]
AMD Instinct MI300X
10.6ms
#6 of 118
2025-06-02
Run →
Reported · How evidence levels are derived →
Source and license

sourceavailable
revision digestsha256:cb3c9201c8310bbdd2c1190aba279f733335cbf7520c4f9afed8d7e07ab4aead
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 30424.
Best evidence level for this revision: reported
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