cavis/libnd4j/include/ops/declarable/helpers/threshold.h

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2021-02-01 13:31:45 +01:00
/* ******************************************************************************
*
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 Signed-off-by: raver119@gmail.com <raver119@gmail.com> * thresholdDecode cpu impl Signed-off-by: raver119@gmail.com <raver119@gmail.com> * Only cosmetical changes. Signed-off-by: shugeo <sgazeos@gmail.com> * placeholder Signed-off-by: raver119@gmail.com <raver119@gmail.com> * Added cuda implementation for bitmap decode helper. Signed-off-by: shugeo <sgazeos@gmail.com> * cuda thresholdEstimate Signed-off-by: raver119@gmail.com <raver119@gmail.com> * cuda thresholdDecode Signed-off-by: raver119@gmail.com <raver119@gmail.com> * next step Signed-off-by: raver119@gmail.com <raver119@gmail.com> * - nano cmakelist update (get rid of Clion section) - fixed forgotten throw in AtomicTests Signed-off-by: raver119@gmail.com <raver119@gmail.com> * thesholdEncode cuda impl Signed-off-by: raver119@gmail.com <raver119@gmail.com> * 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 Signed-off-by: raver119@gmail.com <raver119@gmail.com> * bitmap encode/decode CUDA Signed-off-by: raver119@gmail.com <raver119@gmail.com> * C API removed for threshold/bitmap encode Signed-off-by: raver119@gmail.com <raver119@gmail.com> * EncodeBitmap/DecodeBitmap Java side Signed-off-by: raver119@gmail.com <raver119@gmail.com> * EncodeThreshold/DecodeThreshold Java side Signed-off-by: raver119@gmail.com <raver119@gmail.com> * EncodeThreshold/DecodeThreshold Java side Signed-off-by: raver119@gmail.com <raver119@gmail.com> * few more tests for threshold encoding Signed-off-by: raver119@gmail.com <raver119@gmail.com> * minor test tweak Signed-off-by: raver119@gmail.com <raver119@gmail.com> * two special tests Signed-off-by: raver119@gmail.com <raver119@gmail.com> * encodeBitmap CPU fix Signed-off-by: raver119@gmail.com <raver119@gmail.com> * parallel_long/parallel_double proper spans fix Signed-off-by: raver119@gmail.com <raver119@gmail.com> * encodeThreshold CUDA fix Signed-off-by: raver119@gmail.com <raver119@gmail.com> * nano fix Signed-off-by: raver119@gmail.com <raver119@gmail.com> * grid tweaks Signed-off-by: raver119@gmail.com <raver119@gmail.com> * RTX adaptation for thresholdEncode Signed-off-by: raver119 <raver119@gmail.com> * don't allow threshold encoding for length < 2 Signed-off-by: raver119@gmail.com <raver119@gmail.com> * get rid of NDArrayCompressor in EncodingHandler Signed-off-by: raver119@gmail.com <raver119@gmail.com> * one more minor update of EncodingHandler Signed-off-by: raver119@gmail.com <raver119@gmail.com> * one more minor tweak of EncodingHandler Signed-off-by: raver119@gmail.com <raver119@gmail.com> * - matmul allows integer data types use - EncodingHandler boundary default value - few tests for integer matmul Signed-off-by: raver119@gmail.com <raver119@gmail.com> * minor fix of CUDA bitmap encode Signed-off-by: raver119@gmail.com <raver119@gmail.com> * boundary changed to integer everywhere Signed-off-by: raver119@gmail.com <raver119@gmail.com> * boundary changed to integer everywhere Signed-off-by: raver119@gmail.com <raver119@gmail.com> * re-enable CUDA deallocator Signed-off-by: raver119@gmail.com <raver119@gmail.com> * threshold encoder fix for systems without omp Signed-off-by: raver119@gmail.com <raver119@gmail.com> * - encode_threshold now requires non-negative boundary - minor tweak in EncodingHandler Signed-off-by: raver119@gmail.com <raver119@gmail.com> * restore parallelism in decode_bitmap Signed-off-by: raver119@gmail.com <raver119@gmail.com> * fall back to omp for encode_bitmap cpu Signed-off-by: raver119@gmail.com <raver119@gmail.com> * single time casts Signed-off-by: raver119@gmail.com <raver119@gmail.com> * - additional test for encode_threshold - sync buffers to device before calling for shape function Signed-off-by: raver119@gmail.com <raver119@gmail.com> Co-authored-by: shugeo <sgazeos@gmail.com>
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*
* 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.
*
2021-02-01 13:31:45 +01:00
* See the NOTICE file distributed with this work for additional
* information regarding copyright ownership.
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 Signed-off-by: raver119@gmail.com <raver119@gmail.com> * thresholdDecode cpu impl Signed-off-by: raver119@gmail.com <raver119@gmail.com> * Only cosmetical changes. Signed-off-by: shugeo <sgazeos@gmail.com> * placeholder Signed-off-by: raver119@gmail.com <raver119@gmail.com> * Added cuda implementation for bitmap decode helper. Signed-off-by: shugeo <sgazeos@gmail.com> * cuda thresholdEstimate Signed-off-by: raver119@gmail.com <raver119@gmail.com> * cuda thresholdDecode Signed-off-by: raver119@gmail.com <raver119@gmail.com> * next step Signed-off-by: raver119@gmail.com <raver119@gmail.com> * - nano cmakelist update (get rid of Clion section) - fixed forgotten throw in AtomicTests Signed-off-by: raver119@gmail.com <raver119@gmail.com> * thesholdEncode cuda impl Signed-off-by: raver119@gmail.com <raver119@gmail.com> * 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 Signed-off-by: raver119@gmail.com <raver119@gmail.com> * bitmap encode/decode CUDA Signed-off-by: raver119@gmail.com <raver119@gmail.com> * C API removed for threshold/bitmap encode Signed-off-by: raver119@gmail.com <raver119@gmail.com> * EncodeBitmap/DecodeBitmap Java side Signed-off-by: raver119@gmail.com <raver119@gmail.com> * EncodeThreshold/DecodeThreshold Java side Signed-off-by: raver119@gmail.com <raver119@gmail.com> * EncodeThreshold/DecodeThreshold Java side Signed-off-by: raver119@gmail.com <raver119@gmail.com> * few more tests for threshold encoding Signed-off-by: raver119@gmail.com <raver119@gmail.com> * minor test tweak Signed-off-by: raver119@gmail.com <raver119@gmail.com> * two special tests Signed-off-by: raver119@gmail.com <raver119@gmail.com> * encodeBitmap CPU fix Signed-off-by: raver119@gmail.com <raver119@gmail.com> * parallel_long/parallel_double proper spans fix Signed-off-by: raver119@gmail.com <raver119@gmail.com> * encodeThreshold CUDA fix Signed-off-by: raver119@gmail.com <raver119@gmail.com> * nano fix Signed-off-by: raver119@gmail.com <raver119@gmail.com> * grid tweaks Signed-off-by: raver119@gmail.com <raver119@gmail.com> * RTX adaptation for thresholdEncode Signed-off-by: raver119 <raver119@gmail.com> * don't allow threshold encoding for length < 2 Signed-off-by: raver119@gmail.com <raver119@gmail.com> * get rid of NDArrayCompressor in EncodingHandler Signed-off-by: raver119@gmail.com <raver119@gmail.com> * one more minor update of EncodingHandler Signed-off-by: raver119@gmail.com <raver119@gmail.com> * one more minor tweak of EncodingHandler Signed-off-by: raver119@gmail.com <raver119@gmail.com> * - matmul allows integer data types use - EncodingHandler boundary default value - few tests for integer matmul Signed-off-by: raver119@gmail.com <raver119@gmail.com> * minor fix of CUDA bitmap encode Signed-off-by: raver119@gmail.com <raver119@gmail.com> * boundary changed to integer everywhere Signed-off-by: raver119@gmail.com <raver119@gmail.com> * boundary changed to integer everywhere Signed-off-by: raver119@gmail.com <raver119@gmail.com> * re-enable CUDA deallocator Signed-off-by: raver119@gmail.com <raver119@gmail.com> * threshold encoder fix for systems without omp Signed-off-by: raver119@gmail.com <raver119@gmail.com> * - encode_threshold now requires non-negative boundary - minor tweak in EncodingHandler Signed-off-by: raver119@gmail.com <raver119@gmail.com> * restore parallelism in decode_bitmap Signed-off-by: raver119@gmail.com <raver119@gmail.com> * fall back to omp for encode_bitmap cpu Signed-off-by: raver119@gmail.com <raver119@gmail.com> * single time casts Signed-off-by: raver119@gmail.com <raver119@gmail.com> * - additional test for encode_threshold - sync buffers to device before calling for shape function Signed-off-by: raver119@gmail.com <raver119@gmail.com> Co-authored-by: shugeo <sgazeos@gmail.com>
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* 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
******************************************************************************/
//
// @author raver119@gmail.com
//
#ifndef SD_THRESHOLD_H
#define SD_THRESHOLD_H
#include <ops/declarable/helpers/helpers.h>
namespace sd {
namespace ops {
namespace helpers {
int32_t thresholdEstimate(const NDArray &updates, float threshold);
void thresholdEncode(NDArray &updates, NDArray &encoded, float threshold);
void thresholdDecode(const NDArray &encoded, NDArray &updates);
}
}
}
#endif //SD_THRESHOLD_H