Logo
latest

Getting Started

  • Installation
    • Via pip
    • From source
  • Quickstart
    • Executing Flambé
    • A Simple Experiment
    • Monitoring the Experiment
    • Artifacts
    • Recap
    • Try it yourself!
    • Next Steps
  • Motivation
    • Why Flambé?
    • Core values

Understanding Flambé

  • Components
    • Loading and Dumping from YAML
    • Saving and Loading State
    • Delayed Initialization
    • Core Components
    • Custom Component
  • Runnables
    • Providing secrets
    • Automatic extensions installation
    • Other flags
  • Experiments
    • Pipeline
    • Linking
    • Search Options
    • Reducing
    • Resources (Additional Files and Folders)
    • Scheduling and Reducing Strategies
    • General Logging
    • Tensorboard Logging
    • Script Usage
    • Checkpointint and Saving
    • Resuming
    • Debugging
    • Adding Custom State
  • Report Site
    • How to launch the report site?
  • Extensions
    • Building Extensions
    • Using Extensions
  • Clusters
    • Overall remote architecture
    • Launching a cluster
    • Setting the cluster up
    • Submitting Jobs to a Cluster
    • Using AWS
    • Intelligent versioning
    • Cluster Runnables
    • Remote Experiments
  • Builders
    • Motivation
    • How to use a builder
    • Future Work
  • Security
    • Secrets
    • Clusters
      • AWS
    • Extensions
  • Advanced
    • Developer Mode
    • Cache Git-based Extensions
    • Debugging
    • Custom YAML Tags
      • Aliases
      • Registrables

Tutorials

  • Converting a script to Flambé
  • Using Custom Code in Flambé
  • Writing a multistage pipeline: BERT Fine-tuning + Distillation
  • Creating a cluster with existing instances
  • Creating a cluster using Amazon Web Services (AWS)

Package Reference

  • flambe.dataset
    • flambe.dataset.dataset
    • flambe.dataset.tabular
  • flambe.cluster
    • flambe.cluster.instance
      • flambe.cluster.instance.errors
      • flambe.cluster.instance.instance
    • flambe.cluster.aws
    • flambe.cluster.cluster
    • flambe.cluster.const
    • flambe.cluster.errors
    • flambe.cluster.ssh
    • flambe.cluster.utils
  • flambe.compile
    • flambe.compile.component
    • flambe.compile.const
    • flambe.compile.downloader
    • flambe.compile.extensions
    • flambe.compile.registrable
    • flambe.compile.serialization
    • flambe.compile.utils
  • flambe.dataset
    • flambe.dataset.dataset
    • flambe.dataset.tabular
  • flambe.experiment
    • flambe.experiment.webapp
      • flambe.experiment.webapp.app
    • flambe.experiment.experiment
    • flambe.experiment.options
    • flambe.experiment.progress
    • flambe.experiment.tune_adapter
    • flambe.experiment.utils
    • flambe.experiment.wording
  • flambe.export
    • flambe.export.builder
    • flambe.export.exporter
  • flambe.field
    • flambe.field.bow
    • flambe.field.field
    • flambe.field.label
    • flambe.field.text
  • flambe.learn
    • flambe.learn.distillation
    • flambe.learn.eval
    • flambe.learn.script
    • flambe.learn.train
    • flambe.learn.utils
  • flambe.logging
    • flambe.logging.handler
      • flambe.logging.handler.contextual_file
      • flambe.logging.handler.tensorboard
    • flambe.logging.datatypes
    • flambe.logging.logging
    • flambe.logging.utils
  • flambe.metric
    • flambe.metric.dev
      • flambe.metric.dev.accuracy
      • flambe.metric.dev.auc
      • flambe.metric.dev.binary
      • flambe.metric.dev.bpc
      • flambe.metric.dev.perplexity
      • flambe.metric.dev.recall
    • flambe.metric.loss
      • flambe.metric.loss.cross_entropy
      • flambe.metric.loss.nll_loss
    • flambe.metric.metric
  • flambe.model
    • flambe.model.logistic_regression
  • flambe.nlp
    • flambe.nlp.classification
      • flambe.nlp.classification.datasets
      • flambe.nlp.classification.model
    • flambe.nlp.fewshot
      • flambe.nlp.fewshot.model
    • flambe.nlp.language_modeling
      • flambe.nlp.language_modeling.datasets
      • flambe.nlp.language_modeling.fields
      • flambe.nlp.language_modeling.model
      • flambe.nlp.language_modeling.sampler
    • flambe.nlp.transformers
      • flambe.nlp.transformers.field
      • flambe.nlp.transformers.model
  • flambe.nn
    • flambe.nn.distance
      • flambe.nn.distance.cosine
      • flambe.nn.distance.distance
      • flambe.nn.distance.euclidean
      • flambe.nn.distance.hyperbolic
    • flambe.nn.cnn
    • flambe.nn.embedding
    • flambe.nn.mlp
    • flambe.nn.module
    • flambe.nn.mos
    • flambe.nn.pooling
    • flambe.nn.rnn
    • flambe.nn.sequential
    • flambe.nn.softmax
    • flambe.nn.transformer
    • flambe.nn.transformer_sru
  • flambe.runnable
    • flambe.runnable.cluster_runnable
    • flambe.runnable.context
    • flambe.runnable.environment
    • flambe.runnable.error
    • flambe.runnable.runnable
    • flambe.runnable.utils
  • flambe.runner
    • flambe.runner.report_site_run
    • flambe.runner.run
    • flambe.runner.utils
  • flambe.sampler
    • flambe.sampler.base
    • flambe.sampler.episodic
    • flambe.sampler.sampler
  • flambe.tokenizer
    • flambe.tokenizer.char
    • flambe.tokenizer.label
    • flambe.tokenizer.tokenizer
    • flambe.tokenizer.word
  • flambe.vision
    • flambe.vision.classification
      • flambe.vision.classification.datasets
      • flambe.vision.classification.model
Flambé
  • Docs »
  • flambe.vision
  • Edit on GitHub

flambe.vision¶

Subpackages¶

  • flambe.vision.classification
    • flambe.vision.classification.datasets
    • flambe.vision.classification.model
Next Previous

© Copyright 2019, ASAPP Inc. Revision 8ed2b1f9.

Built with Sphinx using a theme provided by Read the Docs.
Read the Docs v: latest
Versions
latest
v0.4.15
v0.4.14
v0.4.13
v0.4.12
v0.4.11
v0.4.10
v0.4.9
v0.4.8
v0.4.7
v0.4.6
v0.4.5
v0.4.4
v0.4.3
v0.4.2
v0.4.1
v0.4.0
Downloads
pdf
html
epub
On Read the Docs
Project Home
Builds
Free document hosting provided by Read the Docs.