cavis/libnd4j/include/ops/declarable/CustomOperations.h
raver119 0613485654
compression ops (#436)
* Added declarations for decode/encode_bitmap ops.

Signed-off-by: shugeo <sgazeos@gmail.com>

* Added implementation for bitmap encoding/decoding ops.

Signed-off-by: shugeo <sgazeos@gmail.com>

* Added helpers for encode/decode bitmap ops.

Signed-off-by: shugeo <sgazeos@gmail.com>

* Refactored encodingBitmap helper.

Signed-off-by: shugeo <sgazeos@gmail.com>

* threshold encode/decode skeleton

* helper skeleton

* minor import fix

* encoder shape fn & op impl

* thresholdEncode cpu impl

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* thresholdDecode cpu impl

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* Only cosmetical changes.

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* placeholder

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* Added cuda implementation for bitmap decode helper.

Signed-off-by: shugeo <sgazeos@gmail.com>

* cuda thresholdEstimate

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* cuda thresholdDecode

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* next step

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* - nano cmakelist update (get rid of Clion section)
- fixed forgotten throw in AtomicTests

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* thesholdEncode cuda impl

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* Added tests for bitmap encoding/decoding ops.

Signed-off-by: shugeo <sgazeos@gmail.com>

* Fixed tests for encode/decode bitmaps.

Signed-off-by: shugeo <sgazeos@gmail.com>

* Refactored decode/encode helpers.

Signed-off-by: shugeo <sgazeos@gmail.com>

* Fixed crashes with bitmap decode/encode helpers.

Signed-off-by: shugeo <sgazeos@gmail.com>

* bitmap encode/decode CPU

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* bitmap encode/decode CUDA

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* C API removed for threshold/bitmap encode

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* EncodeBitmap/DecodeBitmap Java side

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* EncodeThreshold/DecodeThreshold Java side

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* EncodeThreshold/DecodeThreshold Java side

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* few more tests for threshold encoding

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* minor test tweak

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* two special tests

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* encodeBitmap CPU fix

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* parallel_long/parallel_double proper spans fix

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* encodeThreshold CUDA fix

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* nano fix

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* grid tweaks

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* RTX adaptation for thresholdEncode

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* don't allow threshold encoding for length < 2

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* get rid of NDArrayCompressor in EncodingHandler

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* one more minor update of EncodingHandler

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* one more minor tweak of EncodingHandler

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* - matmul allows integer data types use
- EncodingHandler boundary default value
- few tests for integer matmul

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* minor fix of CUDA bitmap encode

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* boundary changed to integer everywhere

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* boundary changed to integer everywhere

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* re-enable CUDA deallocator

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* threshold encoder fix for systems without omp

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* - encode_threshold now requires non-negative boundary
- minor tweak in EncodingHandler

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* restore parallelism in decode_bitmap

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* fall back to omp for encode_bitmap cpu

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* single time casts

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* - additional test for encode_threshold
- sync buffers to device before calling for shape function

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Co-authored-by: shugeo <sgazeos@gmail.com>
2020-05-08 20:59:39 +03:00

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/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://www.apache.org/licenses/LICENSE-2.0.
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations
* under the License.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
//
// Created by raver119 on 07.10.2017.
//
#ifndef LIBND4J_CUSTOMOPERATIONS_H
#define LIBND4J_CUSTOMOPERATIONS_H
#include <ops/declarable/headers/activations.h>
#include <ops/declarable/headers/boolean.h>
#include <ops/declarable/headers/broadcastable.h>
#include <ops/declarable/headers/convo.h>
#include <ops/declarable/headers/compression.h>
#include <ops/declarable/headers/list.h>
#include <ops/declarable/headers/recurrent.h>
#include <ops/declarable/headers/transforms.h>
#include <ops/declarable/headers/parity_ops.h>
#include <ops/declarable/headers/shape.h>
#include <ops/declarable/headers/random.h>
#include <ops/declarable/headers/nlp.h>
#include <ops/declarable/headers/nn.h>
#include <ops/declarable/headers/blas.h>
#include <ops/declarable/headers/bitwise.h>
#include <ops/declarable/headers/loss.h>
#include <ops/declarable/headers/datatypes.h>
#include <ops/declarable/headers/third_party.h>
#include <ops/declarable/headers/tests.h>
#include <ops/declarable/headers/kernels.h>
#include <ops/declarable/headers/strings.h>
#include <ops/declarable/headers/compat.h>
#include <ops/declarable/headers/util.h>
#include <ops/declarable/headers/BarnesHutTsne.h>
#include <ops/declarable/headers/images.h>
#include <ops/declarable/headers/updaters.h>
#include <system/dll.h>
#include <helpers/shape.h>
#include <helpers/TAD.h>
#include <graph/Status.h>
#include <helpers/ArrayUtils.h>
#include <helpers/ShapeBuilders.h>
#include <array/NDArrayFactory.h>
#include <helpers/OpTracker.h>
#include <helpers/ConstantShapeHelper.h>
#include <helpers/ConstantTadHelper.h>
namespace sd {
struct ND4J_EXPORT _loader {
_loader();
};
namespace ops {
// logic ops
DECLARE_DIVERGENT_OP(Switch, 2, 2, true);
DECLARE_LOGIC_OP(While);
DECLARE_LOGIC_OP(Scope);
DECLARE_LOGIC_OP(Conditional);
DECLARE_LOGIC_OP(Return);
/**
* This operations exposes given arguments as it's own outputs, but does it only once.
* Subsequent calls will be served directly by this op.
*
* PLEASE NOTE: This operation is internal graph operation, and shouldn't be used directly usually.
*/
DECLARE_CUSTOM_OP(expose, -1, -1, true, 0, 0);
}
}
#endif //LIBND4J_CUSTOMOPERATIONS_H