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tensorflow.org
https://blog.tensorflow.org/2019/04/mlir-new-intermediate-representa…
MLIR: A new intermediate representation and compiler framework
With all this in mind, we’d like to announce MLIR, or Multi-Level Intermediate Representation. This is a representation format and library of compiler utilities that sits between the model …
tensorflow.org
https://www.tensorflow.org/mlir
TensorFlow MLIR
The MLIR project defines a common intermediate representation (IR) that unifies the infrastructure required to execute high performance machine learning models in TensorFlow and similar ML …
tensorflow.org
https://www.tensorflow.org/mlir/overview
MLIR - TensorFlow
Jan 28, 2021 · MLIR, or Multi-Level Intermediate Representation, is a representation format and library of compiler utilities that sits between the model representation and low-level …
tensorflow.org
https://www.tensorflow.org/mlir/tf_ops
'tf' Dialect | TensorFlow MLIR
'mlir_module' is a serialized MLIR module with a main function that contains target computation. 'dynamic_shapes' contains dynamic shapes of arguments whose shapes were not known …
tensorflow.org
https://www.tensorflow.org/api_docs/python/tf/mlir
Module: tf.mlir | TensorFlow v2.16.1
Deploy ML on mobile, microcontrollers and other edge devices. TFX. Build production ML pipelines. All libraries. Create advanced models and extend TensorFlow. RESOURCES. …
tensorflow.org
https://www.tensorflow.org/mlir/tf_passes
TensorFlow passes | TensorFlow MLIR
Aug 2, 2023 · For example, the following: ``` mlir func @ computation (%arg0: tensor<i32>)-> tensor<i32> {%launch = "tf_device.launch" ({%identity = "tf.Identity" (%arg0): (tensor<i32>)-> …
tensorflow.org
https://www.tensorflow.org/mlir/dialects
MLIR dialects - TensorFlow
Jan 28, 2021 · To separate different hardware and software targets, MLIR has “dialects”, including: TensorFlow IR, which represents all things possible in TensorFlow graphs. XLA …
tensorflow.org
https://www.tensorflow.org/mlir/overview?hl=ko
MLIR - TensorFlow
MLIR 또는 Multi-Level Intermediate Representation은 모델 표현과 하드웨어별 코드를 생성하는 하위 수준 컴파일러/실행기 사이에 있는 컴파일러 유틸리티의 표현 형식 및 라이브러리입니다. …
tensorflow.org
https://www.tensorflow.org/mlir/lhlo_ops
TensorFlow MLIR
Mar 6, 2024 · TensorFlow. Resources. MLIR. Guide. Save and categorize content based on your preferences. Except as otherwise noted, the content of this page is licensed under the …
tensorflow.org
https://www.tensorflow.org/mlir?hl=fr
TensorFlow MLIR
Le projet MLIR définit une représentation intermédiaire commune qui unifie l'infrastructure requise pour exécuter des modèles de machine learning hautes performances dans TensorFlow et …
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