WebNN
Limited availability
The WebNN API constructs and executes computational graphs of neural networks by making use of the various machine learning capabilities and hardware accelerators available on the device. Also known as Web Neural Network API.
Compatibility
- Chrome ❌ Search for bugs Search for Chromestatus entry
- Chrome Android ❌ Search for bugs Search for Chromestatus entry
- Edge ❌ Search for bugs Search for Chromestatus entry
- Firefox ❌ Search for bugs Search for standards position
- Firefox for Android ❌ Search for bugs Search for standards position
- Safari ❌ Search for bugs Search for standards position
- Safari on iOS ❌ Search for bugs Search for standards position
Specifications
BCD data
- api.ML
- api.ML.createContext
- api.MLActivation
- api.MLContext
- api.MLContext.compute
- api.MLGraph
- api.MLGraphBuilder
- api.MLGraphBuilder.MLGraphBuilder
- api.MLGraphBuilder.abs
- api.MLGraphBuilder.add
- api.MLGraphBuilder.argMax
- api.MLGraphBuilder.argMin
- api.MLGraphBuilder.averagePool2d
- api.MLGraphBuilder.batchNormalization
- api.MLGraphBuilder.build
- api.MLGraphBuilder.cast
- api.MLGraphBuilder.ceil
- api.MLGraphBuilder.clamp
- api.MLGraphBuilder.concat
- api.MLGraphBuilder.constant
- api.MLGraphBuilder.conv2d
- api.MLGraphBuilder.convTranspose2d
- api.MLGraphBuilder.cos
- api.MLGraphBuilder.div
- api.MLGraphBuilder.elu
- api.MLGraphBuilder.equal
- api.MLGraphBuilder.erf
- api.MLGraphBuilder.exp
- api.MLGraphBuilder.expand
- api.MLGraphBuilder.floor
- api.MLGraphBuilder.gather
- api.MLGraphBuilder.gemm
- api.MLGraphBuilder.greater
- api.MLGraphBuilder.greaterOrEqual
- api.MLGraphBuilder.gru
- api.MLGraphBuilder.gruCell
- api.MLGraphBuilder.hardSigmoid
- api.MLGraphBuilder.hardSwish
- api.MLGraphBuilder.identity
- api.MLGraphBuilder.input
- api.MLGraphBuilder.instanceNormalization
- api.MLGraphBuilder.l2Pool2d
- api.MLGraphBuilder.layerNormalization
- api.MLGraphBuilder.leakyRelu
- api.MLGraphBuilder.lesser
- api.MLGraphBuilder.lesserOrEqual
- api.MLGraphBuilder.linear
- api.MLGraphBuilder.log
- api.MLGraphBuilder.lstm
- api.MLGraphBuilder.lstmCell
- api.MLGraphBuilder.matmul
- api.MLGraphBuilder.max
- api.MLGraphBuilder.maxPool2d
- api.MLGraphBuilder.min
- api.MLGraphBuilder.mul
- api.MLGraphBuilder.neg
- api.MLGraphBuilder.not
- api.MLGraphBuilder.pad
- api.MLGraphBuilder.pow
- api.MLGraphBuilder.prelu
- api.MLGraphBuilder.reciprocal
- api.MLGraphBuilder.reduceL1
- api.MLGraphBuilder.reduceL2
- api.MLGraphBuilder.reduceLogSum
- api.MLGraphBuilder.reduceLogSumExp
- api.MLGraphBuilder.reduceMax
- api.MLGraphBuilder.reduceMean
- api.MLGraphBuilder.reduceMin
- api.MLGraphBuilder.reduceProduct
- api.MLGraphBuilder.reduceSum
- api.MLGraphBuilder.reduceSumSquare
- api.MLGraphBuilder.relu
- api.MLGraphBuilder.resample2d
- api.MLGraphBuilder.reshape
- api.MLGraphBuilder.sigmoid
- api.MLGraphBuilder.sin
- api.MLGraphBuilder.slice
- api.MLGraphBuilder.softmax
- api.MLGraphBuilder.softplus
- api.MLGraphBuilder.softsign
- api.MLGraphBuilder.split
- api.MLGraphBuilder.sqrt
- api.MLGraphBuilder.sub
- api.MLGraphBuilder.tan
- api.MLGraphBuilder.tanh
- api.MLGraphBuilder.transpose
- api.MLGraphBuilder.triangular
- api.MLGraphBuilder.where
- api.MLOperand
- api.MLOperand.dataType
- api.MLOperand.shape
- api.Navigator.ml
- api.WorkerNavigator.ml