Tensorflow.js is an open-source library that is developed by Google for running machine learning models as well as deep learning neural networks in the browser or node environment.
The .enableProdMode() function is used to enable the mode of production that deactivates the exactness restraints in support of the production.
Syntax:
tf.enableProdMode()
Parameters: This method does not hold any parameter.
Return Value: It returns void.
Example 1:
Javascript
// Importing the tensorflow.js library import * as tf from "@tensorflow/tfjs" // Calling enableProdMode() method await tf.enableProdMode(); // Setting debug mode of the // environment tf.env().set('DEBUG', false); // Printing output console.log(tf.env().flags); |
Output:
{
"IS_BROWSER": true,
"IS_NODE": false,
"DEBUG": false,
"CPU_HANDOFF_SIZE_THRESHOLD": 128,
"PROD": true,
"WEBGL_VERSION": 2,
"HAS_WEBGL": true,
"WEBGL_CHECK_NUMERICAL_PROBLEMS": false,
"IS_TEST": false,
"WEBGL_CPU_FORWARD": true,
"WEBGL_MAX_TEXTURE_SIZE": 16384,
"WEBGL_FORCE_F16_TEXTURES": true,
"WEBGL_RENDER_FLOAT32_CAPABLE": true,
"WEBGL_RENDER_FLOAT32_ENABLED": true,
"WEBGL_FLUSH_THRESHOLD": -1,
"WEBGL_PACK": true,
"WEBGL_LAZILY_UNPACK": true,
"WEBGL_DELETE_TEXTURE_THRESHOLD": -1,
"WEBGL_PACK_BINARY_OPERATIONS": true,
"WEBGL_USE_SHAPES_UNIFORMS": false,
"WEBGL_PACK_UNARY_OPERATIONS": true,
"WEBGL_DOWNLOAD_FLOAT_ENABLED": true,
"WEBGL_CONV_IM2COL": true,
"WEBGL_PACK_DEPTHWISECONV": true,
"WEBGL_MAX_TEXTURES_IN_SHADER": 16,
"WEBGL_PACK_ARRAY_OPERATIONS": true
}
Example 2:
Javascript
// Importing the tensorflow.js library import * as tf from "@tensorflow/tfjs" // Calling enableProdMode() method await tf.enableProdMode(); // Setting prod mode of the environment tf.env().set("PROD", !0) // Setting textures of the environment tf.env().set('WEBGL_FORCE_F16_TEXTURES', false); // Calling ready() method await tf.ready(); // Printing output console.log(tf.env().features); |
Output:
{
"IS_BROWSER": true,
"IS_NODE": false,
"DEBUG": false,
"CPU_HANDOFF_SIZE_THRESHOLD": 128,
"PROD": true,
"WEBGL_VERSION": 2,
"HAS_WEBGL": true,
"WEBGL_CHECK_NUMERICAL_PROBLEMS": false,
"IS_TEST": false,
"WEBGL_CPU_FORWARD": true,
"WEBGL_MAX_TEXTURE_SIZE": 16384,
"WEBGL_FORCE_F16_TEXTURES": false,
"WEBGL_RENDER_FLOAT32_CAPABLE": true,
"WEBGL_RENDER_FLOAT32_ENABLED": true,
"WEBGL_FLUSH_THRESHOLD": -1,
"WEBGL_PACK": true,
"WEBGL_LAZILY_UNPACK": true,
"WEBGL_DELETE_TEXTURE_THRESHOLD": -1,
"WEBGL_PACK_BINARY_OPERATIONS": true,
"WEBGL_USE_SHAPES_UNIFORMS": false,
"WEBGL_PACK_UNARY_OPERATIONS": true,
"WEBGL_DOWNLOAD_FLOAT_ENABLED": true,
"WEBGL_CONV_IM2COL": true,
"WEBGL_PACK_DEPTHWISECONV": true,
"WEBGL_MAX_TEXTURES_IN_SHADER": 16,
"WEBGL_PACK_ARRAY_OPERATIONS": true
}
Reference: https://js.tensorflow.org/api/latest/#enableProdMode
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