Storch-Tqdm: Progress Bar for Storch Training

Introduction

Storch-Tqdm is a feature-rich progress bar library designed specifically for Storch training. It provides an intuitive and visually appealing way to monitor training progress. One of its key advantages is the ability to customize the progress bar color, supporting both single-color and random-color modes.

Features

• Color Customization: Choose from a variety of predefined colors for a single-color progress bar or enable random color changes for a dynamic visual experience.
• GUI Support: Optionally display a graphical progress bar for a more user-friendly interface.
• Multi-Structure Compatibility: Works seamlessly with common Scala data structures such as List, Set, and Map.

Installation

This project uses SBT for dependency management. To compile the project, run the following command in the project root directory:

sbt compile

libraryDependencies += "io.github.mullerhai" % "storch-tqdm_3" % "0.0.3"

for (i <- tqdm(List(1, 2, 3, 4, 5, 6,7,8,9,10,11,12), "iterating",color =None,sleepSpeed = Some(50),colorRandom = false)) {
  try{
    Thread.sleep(1000)
    println(i)
  }
  catch {
    case e: InterruptedException =>
      println(e.printStackTrace())
  }
}

for (i <- tqdm(List(1, 2, 3, 4, 5, 6), true)) {
  try {
    Thread.sleep(1000)
    println(i)
  }
  catch {
    case e: InterruptedException =>
      e.printStackTrace()
  }
}

val x = Tqdm.tqdm(100, "iterating",color =None,sleepSpeed = Some(50),colorRandom = true)
for (i <- 0 until 100) {
  x.update(1)
  println(i)
  //      Thread.sleep(100)
}

val n = 100
val x = tqdm(n, "Storch_Training", true,color =None,sleepSpeed = Some(50),colorRandom = false)
for (i <- 0 until n) {
  try Thread.sleep(100)
  catch {
    case e: InterruptedException =>
      e.printStackTrace()
  }
  x.update(1)
}

Screenshots

Here are three screenshots demonstrating the functionality of Storch-Tqdm:

Single-Color Progress Bar

Random-Color Progress Bar

GUI Progress Bar Please replace path/to/single_color_image.png, path/to/random_color_image.png, and path/to/gui_image.png with the actual file paths of your screenshots.

Conclusion

Storch-Tqdm offers an exceptional experience for Storch training. Its color customization and GUI support make it a powerful tool for monitoring training progress effectively.