文件位置:https://github.com/sgl-project/sglang/blob/main/python/sglang/srt/layers/moe/ep_moe/layer.py 0x2.1 GroupedGemmRunner 首先看到一个用于执行 Group GEMM 的工具类,首先简单解析一下这个类,降低后续理解的负担。我先添加一下注释: # 用于执行分组矩阵乘法的 Runner 类 class GroupedGemmRunner(t...
result = sum_squares(n) print(f"Sum of squares of first {n} numbers: {result}") 在上述代码中,我们首先定义了一个简单的函数square,用于计算单个数字的平方。然后定义了sum_squares函数,该函数生成一个数字列表,并使用pr.parallel_map函数将square函数应用到每个数字。pr.parallel_map函数会自动将任务分配给...
它的结果是: $[I, a_0, a_0 ⊕ a_1, \dots]$ 这里I是操作符⊕的单位元素。 前缀和(Prefix Sum): 如果⊕操作符是加法+,那么scan_inclusive(+, A)被称为前缀和(Prefix Sum)。 前缀和的结果是: $[a_0, a_0 + a_1, a_0 + a_1 + a_2, \dots]$ 这表示从数组开头依次累加的结果。 包...
代码位置:https://github.com/sgl-project/sglang/blob/main/python/sglang/srt/layers/moe/ep_moe/kernels.py 再复述一次EPMoE Layer实现中的forward的主要流程,和本节要解析的kernel可以对应起来。EPMoE Layer的 forward主要流程为: 首先根据router_logits选择每个token要使用的top-k个专家及其权重 对输入数据进行...
go.sum update depedencies 8个月前 helper.go when the field index is larger than the number of fields, do not repla… 2个月前 logging.go update more doc 2年前 main.go update more doc 2年前 packaging.sh new release 8个月前
Anaconda作为Python开发IDE工具,支持 Linux, Mac, Windows系统,提供了包管理与环境管理的功能,可以很方便地解决多版本python并存、切换以及各种第三方包安装问题。Anaconda利用工具/命令conda来进行package和environment的管理,并且已经包含了Python和相关的配套工具。
In this tutorial, you'll take a deep dive into parallel processing in Python. You'll learn about a few traditional and several novel ways of sidestepping the global interpreter lock (GIL) to achieve genuine shared-memory parallelism of your CPU-bound tas
python3(we use version 3.7.6; later versions should also work). We use python to write a script to organize all results and compute speedup. It is not required to run tests. numactl: The scripts that we provide in the repository use "numactl" for better performance. Runsudo apt-get ins...
{"crc_width":32,"axi_keep_width":32,"polynomial":"0x04C11DB7","init_value":"0xFFFFFFFF","final_xor":"0xFFFFFFFF","reverse_input":true,"reverse_output":true,"mem_file_prefix":"crc_tab","crc_mode":"CRC_MODE_SEND"} Once .json file is configured, run the script using python (...
The following examples, the first in MySQL Shell's JavaScript mode and the second in MySQL Shell's Python mode, import the data in a single CSV file/tmp/productrange.csvto theproductstable in themydbdatabase, skipping a header row in the file: ...