From 2ff1f5fed1fbabdbac1d28f3c8bb6edbbf530d0c Mon Sep 17 00:00:00 2001 From: Kainan Cha Date: Tue, 25 May 2021 13:52:56 +0800 Subject: [PATCH] Update operation README Signed-off-by: Kainan Cha --- src/tim/vx/ops/README.md | 38 +++++++++++++++++++------------------- 1 file changed, 19 insertions(+), 19 deletions(-) diff --git a/src/tim/vx/ops/README.md b/src/tim/vx/ops/README.md index 02c15d0..77d0fe3 100644 --- a/src/tim/vx/ops/README.md +++ b/src/tim/vx/ops/README.md @@ -21,7 +21,6 @@ Prelu|PRELU|Mapped|[tf.keras.layers.PReLU](https://tensorflow.google.cn/api_docs ||UPSAMPLE|Unmapped Relu|RELU|Mapped|[tf.nn.relu](https://tensorflow.google.cn/api_docs/python/tf/nn/relu) ||RELUN|Deprecated|[tf.keras.layers.ReLU(max_value=N)](https://tensorflow.google.cn/api_docs/python/tf/keras/layers/ReLU) -||LSTM|Unmapped|[tf.keras.layers.LSTM](https://tensorflow.google.cn/api_docs/python/tf/keras/layers/LSTM) Reorg|REORG|Mapped|[darknet.reorg](https://github.com/pjreddie/darknet/blob/master/src/reorg_layer.c) ||VARIABLE|Unmapped|[tf.variable](https://tensorflow.google.cn/api_docs/python/tf/Variable) L2Normalization|L2_NORMALIZE|Mapped|[tf.math.l2_normalize](https://tensorflow.google.cn/api_docs/python/tf/math/l2_normalize) @@ -29,7 +28,6 @@ FullyConnected|FCL2|Mapped|[tf.keras.layers.Dense](https://tensorflow.google.cn/ ||POOLWITHARGMAX|Unmapped|[tf.nn.max_pool_with_argmax](https://tensorflow.google.cn/api_docs/python/tf/nn/max_pool_with_argmax) 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) -||L2NORMALIZESCALE|UnMapped| ||CROP|Unmapped 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) @@ -51,9 +49,7 @@ Elu|ELU|Mapped|[tf.nn.elu](https://tensorflow.google.cn/api_docs/python/tf/nn/el 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) -||IMAGEPROCESS|Unmapped ||MATRIXMUL|Unmapped|[tf.experimental.numpy.matmul](https://www.tensorflow.org/api_docs/python/tf/experimental/numpy/matmul) -||LSTMUNIT|Unmapped |LayerNormalization|LAYER_NORM|Mapped|[tf.keras.layers.LayerNormalization](https://tensorflow.google.cn/api_docs/python/tf/keras/layers/LayerNormalization) 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) @@ -77,7 +73,6 @@ Less|RELATIONAL_OPS_LESS|Mapped|[tf.math.less](https://tensorflow.google.cn/api_ 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) -||SYNC_HOST|Unmapped Pow|POW|Mapped|[tf.math.pow](https://tensorflow.google.cn/api_docs/python/tf/math/pow) FloorDiv|FLOORDIV|Mapped|[tf.math.floordiv](https://tensorflow.google.cn/api_docs/python/tf/math/floordiv) Minimum|MINIMUM|Mapped|[tf.math.minimum](https://tensorflow.google.cn/api_docs/python/tf/math/minimum) @@ -85,8 +80,6 @@ Minimum|MINIMUM|Mapped|[tf.math.minimum](https://tensorflow.google.cn/api_docs/p 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) Select|SELECT|Mapped|[tf.where](https://tensorflow.google.cn/api_docs/python/tf/where) -||LSTMUNIT_ACTIVATION|Unmapped -||LSTMUNIT_OVXLIB|Unmapped ||TENSOR_ADD_MEAN_STDDEV_NORM|Unmapped 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) @@ -94,26 +87,27 @@ Floor|FLOOR|Mapped|[tf.math.floor](https://tensorflow.google.cn/api_docs/python/ 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) -||LSTM_OVXLIB|Unmapped -||PRE_PROCESS_TENSOR|Unmapped ||HASHTABLE_LOOKUP|Unmapped|[ANEURALNETWORKS_HASHTABLE_LOOKUP](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0aca92716c8c73c1f0fa7f0757916fee26) ||EMBEDDING_LOOKUP|Unmapped|[ANEURALNETWORKS_EMBEDDING_LOOKUP](developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a8d2ada77adb74357fc0770405bca0e3) ||LSH_PROJECTION|Unmapped|[ANEURALNETWORKS_LSH_PROJECTION](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a800cdcec5d7ba776789cb2d1ef669965) ||RNN|Unmapped|[ANUERALNETWORKS_RNN](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0acd2684ac9c73bb29767b534e78a332e8) Clip|CLIP|Mapped|[tf.clip_by_value](https://tensorflow.google.cn/api_docs/python/tf/clip_by_value) -||POST_PROCESS|Unmapped -||PRE_PROCESS_GRAY|Unmapped ||UNSTACK|Unmapped|[tf.unstack](https://tensorflow.google.cn/api_docs/python/tf/unstack) -||PRE_PROCESS_RGB|Unmapped ||PRE_PROCESS|Unmapped -AddN|ADDN|Mapped|[tf.math.add_n](https://tensorflow.google.cn/api_docs/python/tf/math/add_n) +||PRE_PROCESS_RGB|Unmapped +||PRE_PROCESS_GRAY|Unmapped +||PRE_PROCESS_YUV444|Unmapped +||PRE_PROCESS_NV12|Unmapped ||PRE_PROCESS_YUV420|Unmapped -||EXTRA_ENDING|InternalOnly +||PRE_PROCESS_BGRA|Unmapped +||PRE_PROCESS_TENSOR|Unmapped +||IMAGEPROCESS|Unmapped +||POST_PROCESS|Unmapped +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) ||TILE|Unmapped|[tf.tile](https://tensorflow.google.cn/api_docs/python/tf/tile) ||GROUPED_CONV2D|Unmapped|[ANEURALNETWORKS_GROUPED_CONV_2D](https://developer.android.com/ndk/reference/group/neural-networks#group___neural_networks_1ggaabbe492c60331b13038e39d4207940e0a847acf8d9f3d2343328c3dbe6d447c50) ||TOPK|Unmapped|[tf.math.top_k](https://tensorflow.google.cn/api_docs/python/tf/math/top_k) -||PRE_PROCESS_BGRA|Unmapped 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) @@ -134,8 +128,12 @@ ArgMin|ARGMIN|Mapped|[tf.math.argmin](https://tensorflow.google.cn/api_docs/pyth ||BIDIRECTIONAL_SEQUENCE_RNN|Unmapped ||BIDIRECTIONAL_SEQUENCE_LSTM|Unmapped ||RNNCELL_OVXLIB|Unmapped +||LSTM|Unmapped|[tf.keras.layers.LSTM](https://tensorflow.google.cn/api_docs/python/tf/keras/layers/LSTM) +||LSTM_OVXLIB|Unmapped +||LSTMUNIT|Unmapped +||LSTMUNIT_ACTIVATION|Unmapped +||LSTMUNIT_OVXLIB|Unmapped HardSwish|SWISH|Mapped|[tf.keras.activations.swish](https://tensorflow.google.cn/api_docs/python/tf/keras/activations/swish) -||DEPTHWISE_CONV1D|Unmapped 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) ||LINEAR|Unmapped|f(x) = a\*x + b @@ -145,11 +143,8 @@ Squeeze|SQUEEZE|Mapped|[tf.squeeze](https://tensorflow.google.cn/api_docs/python 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) ||EXPAND_BROADCAST|Unmapped -||PRE_PROCESS_YUV444|Unmapped -||PRE_PROCESS_NV12|Unmapped ||SCATTER_ND|Unmapped|[tf.scatter_nd](https://tensorflow.google.cn/api_docs/python/tf/scatter_nd) |DeConv1d|DECONVOLUTION1D|Mapped|[tf.nn.conv1d_transpose](https://tensorflow.google.cn/api_docs/python/tf/nn/conv1d_transpose) -||INTERP|Unmapped Resize1d|RESIZE_1D|Mapped|[Onnx.resize 1D image](https://github.com/onnx/onnx/blob/master/docs/Operators.md#resize) ||CONV_RELU|Deprecated ||CONV_RELU_POOL|Deprecated @@ -157,3 +152,8 @@ Resize1d|RESIZE_1D|Mapped|[Onnx.resize 1D image](https://github.com/onnx/onnx/bl ||FCL_RELU|Deprecated ||LRN|Deprecated ||SCALE|Deprecated +||DEPTHWISE_CONV1D|Deprecated +||L2NORMALIZESCALE|Deprecated +||INTERP|Deprecated +||EXTRA_ENDING|InternalOnly +||SYNC_HOST|InternalOnly