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2021-02-01 14:31:20 +09:00
/*
* ******************************************************************************
* *
* *
* * 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.
* *
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* * See the NOTICE file distributed with this work for additional
* * information regarding copyright ownership.
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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
* *****************************************************************************
*/
Various fixes (#143) * #8568 ArrayUtil optimization Signed-off-by: AlexDBlack <blacka101@gmail.com> * #6171 Keras ReLU and ELU support Signed-off-by: AlexDBlack <blacka101@gmail.com> * Keras softmax layer import Signed-off-by: AlexDBlack <blacka101@gmail.com> * #8549 Webjars dependency management Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fix for TF import names ':0' suffix issue / NPE Signed-off-by: AlexDBlack <blacka101@gmail.com> * BiasAdd: fix default data format for TF import Signed-off-by: AlexDBlack <blacka101@gmail.com> * Update zoo test ignores Signed-off-by: AlexDBlack <blacka101@gmail.com> * #8509 SameDiff Listener API - provide frame + iteration Signed-off-by: AlexDBlack <blacka101@gmail.com> * #8520 ND4J Environment Signed-off-by: AlexDBlack <blacka101@gmail.com> * Deconv3d Signed-off-by: AlexDBlack <blacka101@gmail.com> * Deconv3d fixes + gradient check Signed-off-by: AlexDBlack <blacka101@gmail.com> * Conv3d fixes + deconv3d DType test Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fix issue with deconv3d gradinet check weight init Signed-off-by: AlexDBlack <blacka101@gmail.com> * #8579 Fix BaseCudaDataBuffer constructor fix for UINT16 Signed-off-by: AlexDBlack <blacka101@gmail.com> * DataType.isNumerical() returns false for BOOL type Signed-off-by: AlexDBlack <blacka101@gmail.com> * #8504 Reduce Spark log spam for tests Signed-off-by: AlexDBlack <blacka101@gmail.com> * Clean up DL4J gradient check test spam Signed-off-by: AlexDBlack <blacka101@gmail.com> * More Gradient check spam reduction Signed-off-by: AlexDBlack <blacka101@gmail.com> * SameDiff test spam reduction Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fixes for FlatBuffers mapping Signed-off-by: AlexDBlack <blacka101@gmail.com> * SameDiff log spam cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * Tests should extend BaseNd4jTest Signed-off-by: AlexDBlack <blacka101@gmail.com> * Remove debug line in c++ op Signed-off-by: AlexDBlack <blacka101@gmail.com> * ND4J test spam cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J test spam reduction Signed-off-by: AlexDBlack <blacka101@gmail.com> * More Dl4J and datavec test spam cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fix for bad conv3d test Signed-off-by: AlexDBlack <blacka101@gmail.com> * Additional test Signed-off-by: AlexDBlack <blacka101@gmail.com> * Embedding layers: don't inherit global default activation function Signed-off-by: AlexDBlack <blacka101@gmail.com> * Trigger CI Signed-off-by: AlexDBlack <blacka101@gmail.com> * Consolidate all BaseDL4JTest classes to single class used everywhere; make timeout configurable per class Signed-off-by: AlexDBlack <blacka101@gmail.com> * Test fixes and timeout increases Signed-off-by: AlexDBlack <blacka101@gmail.com> * Timeouts and PReLU fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Restore libnd4j build threads arg for CUDA build Signed-off-by: AlexDBlack <blacka101@gmail.com> * Increase timeouts on a few tests to avoid spurious failures on some CI machines Signed-off-by: AlexDBlack <blacka101@gmail.com> * More timeout fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * More test timeout fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Tweak timeout for one more test Signed-off-by: AlexDBlack <blacka101@gmail.com> * Final tweaks Signed-off-by: AlexDBlack <blacka101@gmail.com> * One more ignore Signed-off-by: AlexDBlack <blacka101@gmail.com>
2020-01-04 13:45:07 +11:00
package org.nd4j.linalg.factory;
public interface Environment {
/** BLAS major version number (if applicable) */
int blasMajorVersion();
/** BLAS minor version number (if applicable) */
int blasMinorVersion();
/** BLAS patch version number (if applicable) */
int blasPatchVersion();
/** Returns true if ND4J is set to verbose mode */
boolean isVerbose();
/** Set verbose mode */
void setVerbose(boolean reallyVerbose);
/** Returns true if ND4J is set to debug mode */
boolean isDebug();
/** Returns true if ND4J is set to profiling mode */
boolean isProfiling();
/** Returns true if ND4J is set to detecting leaks mode */
boolean isDetectingLeaks();
/** Returns true if ND4J is set to debug and verbose mode */
boolean isDebugAndVerbose();
/** Set debug mode */
void setDebug( boolean reallyDebug);
/** Set profiling mode */
void setProfiling( boolean reallyProfile);
/** Set leaks detection mode */
void setLeaksDetector( boolean reallyDetect);
/** Returns true if helpers (cuDNN, DNNL/MKLDNN etc) are allowed */
boolean helpersAllowed();
/** Set whether helpers (cuDNN, DNNL/MKLDNN etc) are allowed */
void allowHelpers(boolean reallyAllow);
/** Returns the TAD (tensor along dimension) threshold for ops */
int tadThreshold();
/** Set the TAD (tensor along dimension) threshold for ops */
void setTadThreshold(int threshold);
/** Returns the elementwise threshold for ops */
int elementwiseThreshold();
/** Set the elementwise threshold for ops */
void setElementwiseThreshold(int threshold);
/** Returns the maximum number of threads for C++ op execution (if applicable) */
int maxThreads();
/** Set the maximum number of threads for C++ op execution (if applicable) */
void setMaxThreads(int max);
/** Returns the maximum number of master threads for C++ op execution (if applicable) */
int maxMasterThreads();
/** Set the maximum number of master threads for C++ op execution (if applicable) */
void setMaxMasterThreads(int max);
/** Set the maximum primary memory */
void setMaxPrimaryMemory(long maxBytes);
/** Set the maximum special memory */
void setMaxSpecialMemory(long maxBytes);
/** Set the maximum device memory */
void setMaxDeviceMemory(long maxBytes);
/** Return true if the backend is a CPU backend, or false otherwise */
boolean isCPU();
[WIP] Memory limits (#167) * initial commit Signed-off-by: raver119 <raver119@gmail.com> * one more initial commit Signed-off-by: raver119 <raver119@gmail.com> * additional initial commit Signed-off-by: raver119 <raver119@gmail.com> * subsequent initial commit Signed-off-by: raver119 <raver119@gmail.com> * initial commit testing Signed-off-by: raver119 <raver119@gmail.com> * initial commit per device Signed-off-by: raver119 <raver119@gmail.com> * initial commit per group Signed-off-by: raver119 <raver119@gmail.com> * initial commit for cuda Signed-off-by: raver119 <raver119@gmail.com> * initial commit for cuda + few missed lines Signed-off-by: raver119 <raver119@gmail.com> * initial commit for cuda + missed includes Signed-off-by: raver119 <raver119@gmail.com> * initial commit for cuda + one more missed include Signed-off-by: raver119 <raver119@gmail.com> * initial commit shouldn't count host mem as dev0 in cuda Signed-off-by: raver119 <raver119@gmail.com> * initial commit that tracks HOST group limits for CUDA Signed-off-by: raver119 <raver119@gmail.com> * initial commit with some Environment changes Signed-off-by: raver119 <raver119@gmail.com> * initial commit with more Environment changes Signed-off-by: raver119 <raver119@gmail.com> * initial commit with maxMasterThreads fix Signed-off-by: raver119 <raver119@gmail.com> * initial commit with maxMasterThreads fix Signed-off-by: raver119 <raver119@gmail.com> * initial commit without maxMasterThreads exception Signed-off-by: raver119 <raver119@gmail.com> * initial commit without Nd4jULong in Environment Signed-off-by: raver119 <raver119@gmail.com> * add sleep and more iterations for OOM cases Signed-off-by: raver119 <raver119@gmail.com> * limits propagation from java side Signed-off-by: raver119 <raver119@gmail.com> * - consume ErrorCode every time - one test for memory limits Signed-off-by: raver119 <raver119@gmail.com> * unordered_map Signed-off-by: raver119 <raver119@gmail.com> * unordered_map Signed-off-by: raver119 <raver119@gmail.com> * unordered_map Signed-off-by: raver119 <raver119@gmail.com> * RSub op mapping fixed Signed-off-by: raver119 <raver119@gmail.com> * typo fixed Signed-off-by: raver119 <raver119@gmail.com> * one bad test fixed Signed-off-by: raver119 <raver119@gmail.com>
2020-01-24 10:11:09 +03:00
/**
* This method allows to set memory limit for a specific group of devices. I.e. CUDA or CPU
* @param group
* @param numBytes
*/
void setGroupLimit(int group, long numBytes);
/**
* This method allows to set memory limit for a specific device. I.e. GPU_0
* @param deviceId
* @param numBytes
*/
void setDeviceLimit(int deviceId, long numBytes);
/**
* This method returns current group limit
* @param group
* @return
*/
long getGroupLimit(int group);
/**
* This method returns current device limit
* @param deviceId
* @return
*/
long getDeviceLimit(int deviceId);
/**
* This method returns current allocated amount for a specific device. I.e. GPU_0
* @param deviceId
* @return
*/
long getDeviceCouner(int deviceId);
Various fixes (#143) * #8568 ArrayUtil optimization Signed-off-by: AlexDBlack <blacka101@gmail.com> * #6171 Keras ReLU and ELU support Signed-off-by: AlexDBlack <blacka101@gmail.com> * Keras softmax layer import Signed-off-by: AlexDBlack <blacka101@gmail.com> * #8549 Webjars dependency management Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fix for TF import names ':0' suffix issue / NPE Signed-off-by: AlexDBlack <blacka101@gmail.com> * BiasAdd: fix default data format for TF import Signed-off-by: AlexDBlack <blacka101@gmail.com> * Update zoo test ignores Signed-off-by: AlexDBlack <blacka101@gmail.com> * #8509 SameDiff Listener API - provide frame + iteration Signed-off-by: AlexDBlack <blacka101@gmail.com> * #8520 ND4J Environment Signed-off-by: AlexDBlack <blacka101@gmail.com> * Deconv3d Signed-off-by: AlexDBlack <blacka101@gmail.com> * Deconv3d fixes + gradient check Signed-off-by: AlexDBlack <blacka101@gmail.com> * Conv3d fixes + deconv3d DType test Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fix issue with deconv3d gradinet check weight init Signed-off-by: AlexDBlack <blacka101@gmail.com> * #8579 Fix BaseCudaDataBuffer constructor fix for UINT16 Signed-off-by: AlexDBlack <blacka101@gmail.com> * DataType.isNumerical() returns false for BOOL type Signed-off-by: AlexDBlack <blacka101@gmail.com> * #8504 Reduce Spark log spam for tests Signed-off-by: AlexDBlack <blacka101@gmail.com> * Clean up DL4J gradient check test spam Signed-off-by: AlexDBlack <blacka101@gmail.com> * More Gradient check spam reduction Signed-off-by: AlexDBlack <blacka101@gmail.com> * SameDiff test spam reduction Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fixes for FlatBuffers mapping Signed-off-by: AlexDBlack <blacka101@gmail.com> * SameDiff log spam cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * Tests should extend BaseNd4jTest Signed-off-by: AlexDBlack <blacka101@gmail.com> * Remove debug line in c++ op Signed-off-by: AlexDBlack <blacka101@gmail.com> * ND4J test spam cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * DL4J test spam reduction Signed-off-by: AlexDBlack <blacka101@gmail.com> * More Dl4J and datavec test spam cleanup Signed-off-by: AlexDBlack <blacka101@gmail.com> * Fix for bad conv3d test Signed-off-by: AlexDBlack <blacka101@gmail.com> * Additional test Signed-off-by: AlexDBlack <blacka101@gmail.com> * Embedding layers: don't inherit global default activation function Signed-off-by: AlexDBlack <blacka101@gmail.com> * Trigger CI Signed-off-by: AlexDBlack <blacka101@gmail.com> * Consolidate all BaseDL4JTest classes to single class used everywhere; make timeout configurable per class Signed-off-by: AlexDBlack <blacka101@gmail.com> * Test fixes and timeout increases Signed-off-by: AlexDBlack <blacka101@gmail.com> * Timeouts and PReLU fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Restore libnd4j build threads arg for CUDA build Signed-off-by: AlexDBlack <blacka101@gmail.com> * Increase timeouts on a few tests to avoid spurious failures on some CI machines Signed-off-by: AlexDBlack <blacka101@gmail.com> * More timeout fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * More test timeout fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * Tweak timeout for one more test Signed-off-by: AlexDBlack <blacka101@gmail.com> * Final tweaks Signed-off-by: AlexDBlack <blacka101@gmail.com> * One more ignore Signed-off-by: AlexDBlack <blacka101@gmail.com>
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}