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TIM-VX/src/tim/vx/ops/README.md

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Update Op README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 02:06:19 +08:00
INFO: Actual implementations may differ from reference link in terms of dimensions and parameters supported
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
TIM-VX API |Internal Op |Status | Reference
:------ |:----- |:------|:------
Add|ADD|Mapped|[tf.math.add](https://tensorflow.google.cn/api_docs/python/tf/math/add)
Multiply|MULTIPLY|Mapped|[tf.math.multiply](https://tensorflow.google.cn/api_docs/python/tf/math/multiply)
Update Op README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 02:06:19 +08:00
Conv2d|CONV2D|Mapped|[tf.nn.conv2d](https://tensorflow.google.cn/api_docs/python/tf/nn/conv2d) [tf.nn.atros_conv2d](https://tensorflow.google.cn/api_docs/python/tf/nn/atrous_conv2d) [tf.nn.depthwise_conv2d](https://tensorflow.google.cn/api_docs/python/tf/nn/depthwise_conv2d)
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
Softmax|SOFTMAX|Mapped|[tf.nn.softmax](https://tensorflow.google.cn/api_docs/python/tf/nn/softmax)
Pool2d|POOL|Mapped|[tf.nn.pool](https://tensorflow.google.cn/api_docs/python/tf/nn/pool)
LeakyRelu|LEAKY_RELU|Mapped|[tf.nn.leaky_relu](https://tensorflow.google.cn/api_docs/python/tf/nn/leaky_relu)
Concat|CONCAT|Mapped|[tf.concat](https://tensorflow.google.cn/api_docs/python/tf/concat)
Split|SPLIT|Mapped|[tf.split](https://tensorflow.google.cn/api_docs/python/tf/split)
BatchNorm|BATCH_NORM|Mapped|[tf.nn.batch_normalization](https://tensorflow.google.cn/api_docs/python/tf/nn/batch_normalization)
DeConv2d|DECONVOLUTION|Mapped|[tf.nn.conv2d_transpose](https://tensorflow.google.cn/api_docs/python/tf/nn/conv2d_transpose)
Reshape|RESHAPE|Mapped|[tf.reshape](https://tensorflow.google.cn/api_docs/python/tf/reshape)
Transpose|PERMUTE|Mapped|[tf.transpose](https://tensorflow.google.cn/api_docs/python/tf/transpose)
Prelu|PRELU|Mapped|[tf.keras.layers.PReLU](https://tensorflow.google.cn/api_docs/python/tf/keras/layers/PReLU)
Add support for Linear Activation Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 17:10:57 +08:00
MaxUnpool2d|UPSAMPLE|Mapped|[tfa.layers.MaxUnpooling2D](https://tensorflow.google.cn/addons/api_docs/python/tfa/layers/MaxUnpooling2D)
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
Relu|RELU|Mapped|[tf.nn.relu](https://tensorflow.google.cn/api_docs/python/tf/nn/relu)
Reorg|REORG|Mapped|[darknet.reorg](https://github.com/pjreddie/darknet/blob/master/src/reorg_layer.c)
L2Normalization|L2_NORMALIZE|Mapped|[tf.math.l2_normalize](https://tensorflow.google.cn/api_docs/python/tf/math/l2_normalize)
FullyConnected|FCL2|Mapped|[tf.keras.layers.Dense](https://tensorflow.google.cn/api_docs/python/tf/keras/layers/Dense)
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
MaxpoolWithArgmax|POOLWITHARGMAX|Mapped|[tf.nn.max_pool_with_argmax](https://tensorflow.google.cn/api_docs/python/tf/nn/max_pool_with_argmax)
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
ArgMax|ARGMAX|Mapped|[tf.math.argmax](https://tensorflow.google.cn/api_docs/python/tf/math/argmax)
Maximum|MAXIMUM|Mapped|[tf.math.maximum](https://tensorflow.google.cn/api_docs/python/tf/math/maximum)
Sub|SUBTRACT|Mapped|[tf.math.subtract](https://tensorflow.google.cn/api_docs/python/tf/math/subtract)
Relu6|RELU6|Mapped|[tf.nn.relu6](https://tensorflow.google.cn/api_docs/python/tf/nn/relu6)
Sigmoid|SIGMOID|Mapped|[tf.math.sigmoid](https://tensorflow.google.cn/api_docs/python/tf/math/sigmoid)
Tanh|TANH|Mapped|[tf.math.tanh](https://tensorflow.google.cn/api_docs/python/tf/math/tanh)
Sqrt|SQRT|Mapped|[tf.math.sqrt](https://tensorflow.google.cn/api_docs/python/tf/math/sqrt)
Rsqrt|RSQRT|Mapped|[tf.math.rsqrt](https://tensorflow.google.cn/api_docs/python/tf/math/rsqrt)
SoftRelu|SOFTRELU|Mapped|[tf.math.softplus](https://tensorflow.google.cn/api_docs/python/tf/math/softplus)
Div|DIVIDE|Mapped|[tf.math.divide](https://tensorflow.google.cn/api_docs/python/tf/math/divide)
Update op README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-20 06:15:46 +08:00
Dropout|DROPOUT|Mapped|f(x) = x\*ratio
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
Resize|RESIZE|Mapped|[tf.image.resize](https://tensorflow.google.cn/api_docs/python/tf/image/resize)
Reverse|REVERSE|Mapped|[tf.reverse](https://tensorflow.google.cn/api_docs/python/tf/reverse)
DepthToSpace|DEPTH2SPACE|Mapped|[tf.nn.depth_to_space](https://tensorflow.google.cn/api_docs/python/tf/nn/depth_to_space)
SpaceToDepth|SPACE2DEPTH|Mapped|[tf.nn.space_to_depth](https://tensorflow.google.cn/api_docs/python/tf/nn/space_to_depth)
Add support for Linear Activation Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 17:10:57 +08:00
DataConvert|DATACONVERT|Mapped|Data Format Conversion
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
Slice|SLICE|Mapped|[tf.slice](https://tensorflow.google.cn/api_docs/python/tf/slice)
Elu|ELU|Mapped|[tf.nn.elu](https://tensorflow.google.cn/api_docs/python/tf/nn/elu)
Batch2Space|BATCH2SPACE|Mapped|[tf.batch_to_space](https://tensorflow.google.cn/api_docs/python/tf/batch_to_space)
Space2Batch|SPACE2BATCH|Mapped|[tf.space_to_batch](https://tensorflow.google.cn/api_docs/python/tf/space_to_batch)
Pad|PAD|Mapped|[tf.pad](https://tensorflow.google.cn/api_docs/python/tf/pad)
Add map for Matmul Signed-off-by: zhao.xia <zhao.xia@verisilicon.com>
2021-06-29 13:12:17 +08:00
Matmul|MATRIXMUL|Mapped|[tf.linalg.matmul](https://www.tensorflow.org/api_docs/python/tf/linalg/matmul)
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
LayerNormalization|LAYER_NORM|Mapped|[tf.keras.layers.LayerNormalization](https://tensorflow.google.cn/api_docs/python/tf/keras/layers/LayerNormalization)
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
ReduceMin|REDUCE_MIN|Mapped|[tf.math.reduce_min](https://tensorflow.google.cn/api_docs/python/tf/math/reduce_min)
ReduceMax|REDUCE_MAX|Mapped|[tf.math.reduce_max](https://tensorflow.google.cn/api_docs/python/tf/math/reduce_max)
ReduceAny|REDUCE_ANY|Mapped|[tf.math.reduce_any](https://tensorflow.google.cn/api_docs/python/tf/math/reduce_any)
ReduceProd|REDUCE_PROD|Mapped|[tf.math.reduce_prod](https://tensorflow.google.cn/api_docs/python/tf/math/reduce_prod)
ReduceMean|REDUCE_MEAN|Mapped|[tf.math.reduce_mean](https://tensorflow.google.cn/api_docs/python/tf/math/reduce_mean)
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
InstanceNormalization|INSTANCE_NORM|Mapped|[tfa.layers.InstanceNormalization](https://tensorflow.google.cn/addons/api_docs/python/tfa/layers/InstanceNormalization)
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
StridedSlice|STRIDED_SLICE|Mapped|[tf.strided_slice](https://tensorflow.google.cn/api_docs/python/tf/strided_slice)
Abs|ABS|Mapped|[tf.math.abs](https://tensorflow.google.cn/api_docs/python/tf/math/abs)
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
Conv1d|CONV1D|Mapped|[tf.nn.conv1d](https://tensorflow.google.cn/api_docs/python/tf/nn/conv1d)
Add support for Linear Activation Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 17:10:57 +08:00
NBG|NBG|Mapped|Network Binary Graph
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
LocalResponseNormalization|LRN2|Mapped|[tf.nn.local_response_normalization](https://tensorflow.google.cn/api_docs/python/tf/nn/local_response_normalization)
Greater|RELATIONAL_OPS_GREATER|Mapped|[tf.math.greater](https://tensorflow.google.cn/api_docs/python/tf/math/greater)
GreaterOrEqual|RELATIONAL_OPS_GREATER_EQUAL|Mapped|[tf.math.greater_equal](https://tensorflow.google.cn/api_docs/python/tf/math/greater_equal)
Less|RELATIONAL_OPS_LESS|Mapped|[tf.math.less](https://tensorflow.google.cn/api_docs/python/tf/math/less)
LessOrEqual|RELATIONAL_OPS_LESS_EQUAL|Mapped|[tf.math.less_equal](https://tensorflow.google.cn/api_docs/python/tf/math/less_equal)
Equal|RELATIONAL_OPS_EQUAL|Mapped|[tf.math.equal](https://tensorflow.google.cn/api_docs/python/tf/math/equal)
NotEqual|RELATIONAL_OPS_NOT_EQUAL|Mapped|[tf.math.not_equal](https://tensorflow.google.cn/api_docs/python/tf/math/not_equal)
Pow|POW|Mapped|[tf.math.pow](https://tensorflow.google.cn/api_docs/python/tf/math/pow)
Add support for FloorDiv Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-25 01:19:44 +08:00
FloorDiv|FLOORDIV|Mapped|[tf.math.floordiv](https://tensorflow.google.cn/api_docs/python/tf/math/floordiv)
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
Minimum|MINIMUM|Mapped|[tf.math.minimum](https://tensorflow.google.cn/api_docs/python/tf/math/minimum)
And|LOGICAL_OPS|Mapped|[tf.math.logical_and](https://tensorflow.google.cn/api_docs/python/tf/math/logical_and)
Or|LOGICAL_OPS|Mapped|[tf.math.logical_or](https://tensorflow.google.cn/api_docs/python/tf/math/logical_or)
Update op README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-20 06:15:46 +08:00
Select|SELECT|Mapped|[tf.where](https://tensorflow.google.cn/api_docs/python/tf/where)
Update operation README with reference These links are for reference only, actually implementation may vary in terms of dimensions and parameters supported. Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 01:52:03 +08:00
Relu1|RELU1|Mapped|[tf.keras.layers.ReLU(max_value=1.0)](https://tensorflow.google.cn/api_docs/python/tf/keras/layers/ReLU)
Stack|STACK|Mapped|[tf.stack](https://tensorflow.google.cn/api_docs/python/tf/stack)
Floor|FLOOR|Mapped|[tf.math.floor](https://tensorflow.google.cn/api_docs/python/tf/math/floor)
Square|SQUARE|Mapped|[tf.math.square](https://tensorflow.google.cn/api_docs/python/tf/math/square)
Neg|NEG|Mapped|[tf.math.negative](https://tensorflow.google.cn/api_docs/python/tf/math/negative)
Exp|EXP|Mapped|[tf.math.exp](https://tensorflow.google.cn/api_docs/python/tf/math/exp)
Update OP readme Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 01:03:20 +08:00
Clip|CLIP|Mapped|[tf.clip_by_value](https://tensorflow.google.cn/api_docs/python/tf/clip_by_value)
AddN|ADDN|Mapped|[tf.math.add_n](https://tensorflow.google.cn/api_docs/python/tf/math/add_n)
Gather|GATHER|Mapped|[tf.gather](https://tensorflow.google.cn/api_docs/python/tf/gather)
LogicalNot|LOGICAL_NOT|Mapped|[tf.math.logical_not](https://tensorflow.google.cn/api_docs/python/tf/math/logical_not)
Sin|SIN|Mapped|[tf.math.sin](https://tensorflow.google.cn/api_docs/python/tf/math/sin)
Log|LOG|Mapped|[tf.math.log](https://tensorflow.google.cn/api_docs/python/tf/math/log)
ArgMin|ARGMIN|Mapped|[tf.math.argmin](https://tensorflow.google.cn/api_docs/python/tf/math/argmin)
LogSoftmax|LOG_SOFTMAX|Mapped|[tf.nn.log_softmax](https://tensorflow.google.cn/api_docs/python/tf/nn/log_softmax)
HardSwish|SWISH|Mapped|[tf.keras.activations.swish](https://tensorflow.google.cn/api_docs/python/tf/keras/activations/swish)
GatherNd|GATHER_ND|Mapped|[tf.gather_nd](https://tensorflow.google.cn/api_docs/python/tf/gather_nd)
Cast|CAST|Mapped|[tf.cast](https://tensorflow.google.cn/api_docs/python/tf/cast)
Add map for moments Signed-off-by: zhao.xia <zhao.xia@verisilicon.com>
2021-06-29 13:25:50 +08:00
Moments|MOMENTS|Mapped|[tf.moments](https://tensorflow.google.cn/api_docs/python/tf/nn/moments)
Update OP readme Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 01:03:20 +08:00
Squeeze|SQUEEZE|Mapped|[tf.squeeze](https://tensorflow.google.cn/api_docs/python/tf/squeeze)
HardSigmoid|HARD_SIGMOID|Mapped|[tf.keras.activations.hard_sigmoid](https://tensorflow.google.cn/api_docs/python/tf/keras/activations/hard_sigmoid)
Mish|MISH|Mapped|[tfa.activations.mish](https://tensorflow.google.cn/addons/api_docs/python/tfa/activations/mish)
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
DeConv1d|DECONVOLUTION1D|Mapped|[tf.nn.conv1d_transpose](https://tensorflow.google.cn/api_docs/python/tf/nn/conv1d_transpose)
Update OP readme Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 01:03:20 +08:00
Resize1d|RESIZE_1D|Mapped|[Onnx.resize 1D image](https://github.com/onnx/onnx/blob/master/docs/Operators.md#resize)
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
Linear|LINEAR|Mapped|[tf.keras.activations.linear](https://www.tensorflow.org/api_docs/python/tf/keras/activations/linear)
Add ScatterND Signed-off-by: zhao.xia <zhao.xia@verisilicon.com>
2021-06-03 10:55:05 +08:00
ScatterND|SCATTER_ND|Mapped|[tf.scatter_nd](https://tensorflow.google.cn/api_docs/python/tf/scatter_nd)
Add Unstack Signed-off-by: zhao.xia <zhao.xia@verisilicon.com>
2021-06-03 15:28:09 +08:00
Unstack|UNSTACK|Mapped|[tf.unstack](https://tensorflow.google.cn/api_docs/python/tf/unstack)
Add tile Signed-off-by: zhao.xia <zhao.xia@verisilicon.com>
2021-06-03 17:01:15 +08:00
Tile|TILE|Mapped|[tf.tile](https://tensorflow.google.cn/api_docs/python/tf/tile)
Add GroupedConv2d Signed-off-by: zhao.xia <zhao.xia@verisilicon.com>
2021-06-04 14:43:17 +08:00
GroupedConv2d|GROUPED_CONV2D|Mapped|[ANEURALNETWORKS_GROUPED_CONV_2D](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a847acf8d9f3d2343328c3dbe6d447c50)
Support SpatialTransformer Signed-off-by: zhao.xia <zhao.xia@verisilicon.com>
2021-07-05 16:32:08 +08:00
SpatialTransformer|SPATIAL_TRANSFORMER|Mapped|[SpatialTransformer](https://github.com/daerduoCarey/SpatialTransformerLayer)
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
||PROPOSAL|Planned 21Q3|[Faster-RCNN Proposal Layer](https://github.com/intel/caffe/blob/master/examples/faster-rcnn/lib/rpn/proposal_layer.py)
||ROI_POOL|Planned 21Q3|[ANEURALNETWORKS_ROI_POOLING](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a6736198af337b2efbdb0b6b64dee7fe4)
||ROI_ALIGN|Planned 21Q3|[ANEURALNETWORKS_ROI_ALIGN](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a2848b39dd4bfba78f2438fda0d9397a4)
||SHUFFLECHANNEL|Planned 21Q3|[ANEURALNETWORKS_CHANNEL_SHUFFLE](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a5b993c1211c4b1bc52fb595a3025251d)
||SIGNAL_FRAME|Planned 21Q3|[tf.signal.frame](https://tensorflow.google.cn/api_docs/python/tf/signal/frame)
Update OP ReadMe Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-07 12:39:42 +08:00
||TOPK|Planned 21Q3|[tf.math.top_k](https://tensorflow.google.cn/api_docs/python/tf/math/top_k)
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
|GRUCell|GRUCELL_OVXLIB|Planned 21Q3|[tf.keras.layers.GRUCell](https://tensorflow.google.cn/api_docs/python/tf/keras/layers/GRUCell?hl=en)
Update OP ReadMe Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-07 12:39:42 +08:00
|UnidirectionalSequenceGRU|GRU_OVXLIB|Planned 21Q4|[tf.keras.layers.GRU](https://tensorflow.google.cn/api_docs/python/tf/keras/layers/GRUCell?hl=en)
|UnidirectionalSequenceRNN|UNIDIRECTIONAL_SEQUENCE_RNN|Planned 21Q4|[ANEURALNETWORKS_UNIDIRECTIONAL_SEQUENCE_RNN](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0ae11aa1d461d2abaa117f6ee2cb503dd8)
|BidirectionalSequenceRNN|BIDIRECTIONAL_SEQUENCE_RNN|Planned 21Q4|[ANEURALNETWORKS_BIDIRECTIONAL_SEQUENCE_RNN](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a487fc5ae247de828f13e62b99f259f3c)
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
|RNNCell|RNNCELL_OVXLIB|Planned 21Q3|[ANEURALNETWORKS_RNN](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0acd2684ac9c73bb29767b534e78a332e8)
Update OP ReadMe Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-07 12:39:42 +08:00
|BidirectionalSequenceLSTM|BIDIRECTIONAL_SEQUENCE_LSTM|Planned 21Q4|[ANEURALNETWORKS_BIDIRECTIONAL_SEQUENCE_LSTM](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a492a71cb7aa50b9a1a834a3cb269d778)
|UnidirectionalSequenceLSTM|LSTM_OVXLIB|Planned 21Q4|[ANEURALNETWORKS_UNIDIRECTIONAL_SEQUENCE_LSTM](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0aaf30e491ad0b1fc7602cbde695b2c859)
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
|LSTMCell|LSTMUNIT_OVXLIB|Planned 21Q3|[ANEURALNETWORKS_LSTM](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0ad0377e8c305e596fb7f64ff896671fc5)
||PRE_PROCESS|Planned 21Q4|Image Preprocessing (YUV2RGB, Input Normalization, Resizing, etc)
||HASHTABLE_LOOKUP|Planned 21Q4|[ANEURALNETWORKS_HASHTABLE_LOOKUP](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0aca92716c8c73c1f0fa7f0757916fee26)
||EMBEDDING_LOOKUP|Planned 21Q4|[ANEURALNETWORKS_EMBEDDING_LOOKUP](developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a8d2ada77adb74357fc0770405bca0e3)
||LSH_PROJECTION|Planned 21Q4|[ANEURALNETWORKS_LSH_PROJECTION](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a800cdcec5d7ba776789cb2d1ef669965)
||SVDF|Planned 21Q4|[ANEURALNETWORKS_SVDF](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a7096de21038c1ce49d354a00cba7b552)
||HEATMAP_MAX_KEYPOINT|Planned 21Q4|[ANEURALNETWORKS_HEATMAP_MAX_KEYPOINT](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a5ffccf92d127766a741225ff7ad6f743)
||AXIS_ALIGNED_BBOX_TRANSFORM|Planned 21Q4|[ANEURALNETWORKS_AXIS_ALIGNED_BBOX_TRANSFORM](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0afd7603dd54060e6a52f5861674448528)
||BOX_WITH_NMS_LIMIT|Planned 21Q4|[ANEURALNETWORKS_BOX_WITH_NMX_LIMIT](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a2d81e878c19e15700dad111ba6c0be89)
||GENERATE_PROPOSALS|Planned 21Q4|[ANEURALNETWORKS_GENERATE_PROPOSALS](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a72484020f2c41c814de0a7bf93dbbfd4)
||DETECTION_POSTPROCESS|Planned 21Q4|[ANEURALNETWORKS_DETECTION_POSTPROCESSING](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0abd6365933837275bb1f5cde1fd9b8234)
||RANDOM_MULTINOMIAL|Planned 21Q4|[ANEURALNETWORKS_RANDOM_MULTINOMIAL](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a6cb5032c09d3c4b542d18495c247b5b4)
Update ops doc for internal 1.1.32.1
2021-08-03 16:01:34 +08:00
||UPSAMPLESCALE|Planned 21Q4|[Unoffical Caffe layer](https://github.com/BVLC/caffe/pull/6384)
||GROUP_NORM|Planned 21Q4|[tfa.layers.GroupNormalization](https://tensorflow.google.cn/addons/api_docs/python/tfa/layers/GroupNormalization)
||ROUND|Planned 21Q4|[tf.math.round](https://tensorflow.google.cn/api_docs/python/tf/math/round)
||CEIL|Planned 21Q4|[tf.math.ceil](https://tensorflow.google.cn/api_docs/python/tf/math/ceil)
||SEQUENCE_MASK|Planned 21Q4|[tf.math.ceil](https://tensorflow.google.cn/api_docs/python/tf/sequence_mask)
||REPEAT|Planned 21Q4|[tf.repeat](https://tensorflow.google.cn/api_docs/python/tf/repeat)
||ERF|Planned 21Q4|[tf.math.erf](https://tensorflow.google.cn/api_docs/python/tf/math/erf)
||ONE_HOT|Planned 21Q4|[tf.one_hot](https://tensorflow.google.cn/api_docs/python/tf/one_hot)
||NMS|Planned 21Q4|[tf.image.non_max_suppression](https://tensorflow.google.cn/api_docs/python/tf/image/non_max_suppression)
||GROUPED_CONV1D|Planned 21Q4|
||SCATTER_ND_UPDATE|Planned 21Q4|[tf.compat.v1.scatter_nd_update](https://tensorflow.google.cn/api_docs/python/tf/compat/v1/scatter_nd_update)
||GELU|Planned 21Q4|[tf.nn.gelu](https://tensorflow.google.cn/api_docs/python/tf/nn/gelu)
Update Op README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 02:06:19 +08:00
||CONV_RELU|Deprecated
||CONV_RELU_POOL|Deprecated
||FCL|Deprecated
||FCL_RELU|Deprecated
Add ANEURALNETWORKS API reference Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-18 14:24:17 +08:00
||LRN|Deprecated
||SCALE|Deprecated
Update operation README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-05-25 13:52:56 +08:00
||DEPTHWISE_CONV1D|Deprecated
||L2NORMALIZESCALE|Deprecated
||INTERP|Deprecated
Update OP readme Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 01:03:20 +08:00
||NOOP|Deprecated
||TENSORSTACKCONCAT|Deprecated|
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
||VARIABLE|InternalOnly|
||RELUN|Deprecated|
||CROP|Deprecated
Update OP readme Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 01:03:20 +08:00
||TENSOR_ADD_MEAN_STDDEV_NORM|InternalOnly
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
||RNN|Deprecated|
Update OP readme Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 01:03:20 +08:00
||LSTMUNIT_ACTIVATION|InternalOnly|
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
||LSTM|Deprecated|
||LSTMUNIT|Deprecated|
Update OP readme Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 01:03:20 +08:00
||QUANTIZED_16BIT_LSTM|InternalOnly
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
||RELU_KERAS|Deprecated|
Add support for Linear Activation Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 17:10:57 +08:00
||PRE_PROCESS_GRAY|InternalOnly
||PRE_PROCESS_YUV444|InternalOnly
||PRE_PROCESS_NV12|InternalOnly
||PRE_PROCESS_YUV420|InternalOnly
||PRE_PROCESS_BGRA|InternalOnly
||PRE_PROCESS_TENSOR|InternalOnly
||IMAGEPROCESS|Deprecated
||POST_PROCESS|InternalOnly
||EXTRA_ENDING|InternalOnly
||SYNC_HOST|InternalOnly
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
||BATCHNORM_SINGLE|InternalOnly|
Add support for Linear Activation Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-02 17:10:57 +08:00
||CONCATSHIFT|InternalOnly
Update README Signed-off-by: Kainan Cha <kainan.zha@verisilicon.com>
2021-06-03 12:10:24 +08:00
||A_TIMES_B_PLUS_C|Deprecated|[tf.add(tf.mul(A, B), C)](https://github.com/hujie-frank/SENet/blob/master/include/caffe/layers/axpy_layer.hpp)