amd-mixture-of-experts · submission 21721

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-21721?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
16.1ms
#63 of 118
2025-05-13
Run →
AMD DeepSeek-style MoE layerfp16 · [1, 8192, 7168]
AMD Instinct MI300X
56.7ms
#70 of 118
2025-05-13
Run →
Reported · How evidence levels are derived →
Source and license

sourceavailable
revision digestsha256:d39401d2c104c8ab8e5b6fdc8da64d9a2ccd68520d5296dbfe6f6a7b45636bed
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
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__"],
)
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
Best evidence level for this revision: reported
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