drisspg

Summary

This doc servers as a quick reference for the _scaled_mm API and how it has changed overtime for each major version of PyTorch.

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NOTE The leading underscore is intended here and we make no current FC/BC guarantees on this API. That being said it is currently the only OP that has native support for FP8 matmuls within the PyTorch Libary. We are planning to make an official Public api for this. Until then this is subject to change but you can use this doc as a reference.

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malfet

import torch
import torch.nn.functional as F

def to_float8(x, dtype=torch.float8_e4m3fn):
    finfo = torch.finfo(dtype)
    # Calculate the scale as dtype max divided by absmax
    scale = finfo.max / x.abs().max().clamp(min=1e-12)
    # scale and clamp the tensor to bring it to
    # the representative range of float8 data type
    # (as default cast is unsaturated)

indraniel

#!/usr/bin/env csi -ss

;; An example file reading script with chicken scheme

(use extras)

(define (read-it file)
  (let ((fh (open-input-file file)))
     (let loop((c (read-line fh)))
        (if (eof-object? c)

CapacitorSet

// Source: https://github.com/nodejs/node/blob/master/lib/child_process.js

// Defines spawn_sync and normalizeSpawnArguments (without error handling). These are internal variables.
spawn_sync = process.binding('spawn_sync'); normalizeSpawnArguments = function(c,b,a){if(Array.isArray(b)?b=b.slice(0):(a=b,b=[]),a===undefined&&(a={}),a=Object.assign({},a),a.shell){const g=[c].concat(b).join(' ');typeof a.shell==='string'?c=a.shell:c='/bin/sh',b=['-c',g];}typeof a.argv0==='string'?b.unshift(a.argv0):b.unshift(c);var d=a.env||process.env;var e=[];for(var f in d)e.push(f+'='+d[f]);return{file:c,args:b,options:a,envPairs:e};}

// Defines spawnSync, the function that will do the actual spawning
spawnSync = function(){var d=normalizeSpawnArguments.apply(null,arguments);var a=d.options;var c;if(a.file=d.file,a.args=d.args,a.envPairs=d.envPairs,a.stdio=[{type:'pipe',readable:!0,writable:!1},{type:'pipe',readable:!1,writable:!0},{type:'pipe',readable:!1,writable:!0}],a.input){var g=a.stdio[0]=util._extend({},a.stdio[0])

ivan-loh

package main

import (
	"fmt"
	"gopkg.in/mgo.v2"
	"gopkg.in/mgo.v2/bson"
	"time"
)

type Person struct {

Dr-ZeeD

#!/usr/bin/env python
# -*- coding: utf-8 -*-
import logging

import click
from twisted.internet import reactor
from scrapy import Item, Spider
from scrapy.crawler import CrawlerRunner
from scrapy.settings import Settings
from scrapy.utils.log import configure_logging

p4tin

package mongo

import (
	"time"
	"log"
	"gopkg.in/mgo.v2"
	"gopkg.in/mgo.v2/bson"
)

// Profile - is the memory representation of one user profile

hyper0x

package main

import (
	"bufio"
	"bytes"
	"fmt"
	"io"
	"log"
	"net"
	"os"

danreedy

# Let it Go - Pi Version
  use_bpm 34
  use_synth :pretty_bell
  
  quaver = 0.125 #Eight note
  crotchet = 0.25 #Quarter note
  minim = 0.5 #Half note
  semibreve = 1 #Whole note  
  
  in_thread(name: :rh) {rightHand}