nickgnd

FROM ghcr.io/livebook-dev/livebook:latest-cuda11.8

ENV LIVEBOOK_APP_SERVICE_NAME "🐳 Hugging Face - $SPACE_TITLE"
ENV LIVEBOOK_APP_SERVICE_URL "https://huggingface.co/spaces/$SPACE_AUTHOR_NAME/$SPACE_REPO_NAME"
ENV LIVEBOOK_UPDATE_INSTRUCTIONS_URL "https://livebook.dev"
ENV LIVEBOOK_WITHIN_IFRAME "true"
ENV LIVEBOOK_APPS_PATH "/public-apps"
ENV LIVEBOOK_DATA_PATH "/data"
ENV LIVEBOOK_PORT 7860

nickgnd

Chapter 3: Walking the Gradient

Mix.install([
  {:vega_lite, "~> 0.1.6"},
  {:kino, "~> 0.8.1"},
  {:kino_vega_lite, "~> 0.1.7"},
  {:explorer, "~> 0.5.6"},

nickgnd

Teller Bank Challenge

Mix.install([:req, :jason, :kino])

nickgnd

# elixir ./slow_model_run.ex

# Title: Debugging: slowness 2nd model execution after binding variable

Mix.install(
  [
    {:exla, "~> 0.4"},
    {:nx, "~> 0.4"},
    {:axon, "~> 0.4.1"}
  ],

nickgnd

# eprof_results is the output printed by the `eprof` profiler
# with the "extra" lines already stripped (e.g. "Profile done over XXX matching functions")

eprof_results
|> String.split("\n", trim: true)
|> Enum.map(fn
  "anonymous fn" <> _rest = row ->
    [anonymous_fn, rest] =
      String.split(row, ~r{anonymous fn/\d+ in .*/\d+}, trim: true, include_captures: true)
    [anonymous_fn] ++ String.split(rest, ~r/\s/, trim: true)

nickgnd

12:27:55.731 [debug] Axon.Loop started initializing loop state
12:27:55.733 [debug] EXLA defn evaluation #Function<135.40305314/2 in Nx.Defn.Compiler.fun/2> cache miss in 2.1ms
12:27:55.992 [debug] EXLA compilation #Function<135.40305314/2 in Nx.Defn.Compiler.fun/2> cache miss in 258.2ms
12:27:55.992 [debug] EXLA device 0 lock in 0.0ms
12:27:55.992 [debug] EXLA execution on device 0 in 0.2ms
12:27:55.992 [debug] Axon.Loop finished initializing loop state in 260.8ms
12:27:55.992 [debug] Axon.Loop started running epoch 0
12:27:55.993 [debug] Axon.Loop started batch step execution
12:27:55.993 [debug] EXLA defn evaluation #Function<2.47039548/4 in Axon.Loop.build_batch_fn/2> cache miss in 0.8ms
12:27:56.170 [debug] EXLA compilation #Function<2.47039548/4 in Axon.Loop.build_batch_fn/2> cache miss in 176.5ms

nickgnd

<!-- livebook:{"persist_outputs":true} -->

# Random Normal - issue with defn

## Section

```elixir
Mix.install([
  {:exla, "~> 0.1.0-dev", github: "elixir-nx/nx", sparse: "exla"},
  {:nx, "~> 0.1.0-dev", github: "elixir-nx/nx", sparse: "nx", override: true}

nickgnd

Chapter 1 - Object Oriented Design

The purpose of design is to allow you to do design later, and it's primary goal is to reduce the cost of change.

SOLID Design:

• Single Responsibility Principle: a class should have only a single responsibility
• Open-Closed Principle: Software entities should be open for extension, but closed for modification (inherit instead of modifying existing classes).
• Liskov Substitution: Objects in a program should be replaceable with instances of their subtypes without altering the correctness of that program.
• Interface Segregation: Many client-specific interfaces are better than one general-purpose interface.

nickgnd

// Standard user configurations
{
	"auto_complete": true,
	"auto_complete_commit_on_tab": true,
	"binary_file_patterns":
	[
		"*.jpg",
		"*.jpeg",
		"*.png",
		"*.gif",

nickgnd

# v1.0
# November 21, 2015

FROM jenkins:latest
MAINTAINER NickGnd "nick.gnd@gmail.com"
# https://github.com/jenkinsci/docker/blob/4fa9ebc13069fa8186728622cd63702cddf11162/Dockerfile

ENV RUBY_VERSION 2.2.3

# --handlerCountStartup    = set the no of worker threads to spawn at startup. Default is 5