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| <h1 title="Uses of Package org.apache.sysds.runtime.instructions.gpu.context" class="title">Uses of Package<br>org.apache.sysds.runtime.instructions.gpu.context</h1> |
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| <td class="colFirst"><a href="#org.apache.sysds.runtime.matrix.data">org.apache.sysds.runtime.matrix.data</a></td> |
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| <caption><span>Classes in <a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/package-summary.html">org.apache.sysds.runtime.instructions.gpu.context</a> used by <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/caching/package-summary.html">org.apache.sysds.runtime.controlprogram.caching</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
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| <tbody> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/GPUContext.html#org.apache.sysds.runtime.controlprogram.caching">GPUContext</a> |
| <div class="block">Represents a context per GPU accessible through the same JVM.</div> |
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| </tr> |
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| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/GPUObject.html#org.apache.sysds.runtime.controlprogram.caching">GPUObject</a> |
| <div class="block">Handle to a matrix block on the GPU</div> |
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| <caption><span>Classes in <a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/package-summary.html">org.apache.sysds.runtime.instructions.gpu.context</a> used by <a href="../../../../../../../org/apache/sysds/runtime/controlprogram/context/package-summary.html">org.apache.sysds.runtime.controlprogram.context</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
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| <tbody> |
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| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/CSRPointer.html#org.apache.sysds.runtime.controlprogram.context">CSRPointer</a> |
| <div class="block">Compressed Sparse Row (CSR) format for CUDA |
| Generalized matrix multiply is implemented for CSR format in the cuSparse library among other operations |
| |
| Since we assume that the matrix is stored with zero-based indexing (i.e.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/GPUContext.html#org.apache.sysds.runtime.controlprogram.context">GPUContext</a> |
| <div class="block">Represents a context per GPU accessible through the same JVM.</div> |
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| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/CSRPointer.html#org.apache.sysds.runtime.instructions.gpu.context">CSRPointer</a> |
| <div class="block">Compressed Sparse Row (CSR) format for CUDA |
| Generalized matrix multiply is implemented for CSR format in the cuSparse library among other operations |
| |
| Since we assume that the matrix is stored with zero-based indexing (i.e.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/ExecutionConfig.html#org.apache.sysds.runtime.instructions.gpu.context">ExecutionConfig</a> |
| <div class="block">Java Wrapper to specify CUDA execution configuration for launching custom kernels</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/GPUContext.html#org.apache.sysds.runtime.instructions.gpu.context">GPUContext</a> |
| <div class="block">Represents a context per GPU accessible through the same JVM.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/GPULazyCudaFreeMemoryManager.html#org.apache.sysds.runtime.instructions.gpu.context">GPULazyCudaFreeMemoryManager</a> </td> |
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| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/GPUMatrixMemoryManager.html#org.apache.sysds.runtime.instructions.gpu.context">GPUMatrixMemoryManager</a> </td> |
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| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/GPUMemoryAllocator.html#org.apache.sysds.runtime.instructions.gpu.context">GPUMemoryAllocator</a> </td> |
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| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/GPUMemoryManager.html#org.apache.sysds.runtime.instructions.gpu.context">GPUMemoryManager</a> |
| <div class="block">- All cudaFree and cudaMalloc in SystemDS should go through this class to avoid OOM or incorrect results.</div> |
| </td> |
| </tr> |
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| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/GPUObject.html#org.apache.sysds.runtime.instructions.gpu.context">GPUObject</a> |
| <div class="block">Handle to a matrix block on the GPU</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/JCudaKernels.html#org.apache.sysds.runtime.instructions.gpu.context">JCudaKernels</a> </td> |
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| <tr> |
| <th class="colOne" scope="col">Class and Description</th> |
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| <tbody> |
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| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/GPUContext.html#org.apache.sysds.runtime.matrix.data">GPUContext</a> |
| <div class="block">Represents a context per GPU accessible through the same JVM.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><a href="../../../../../../../org/apache/sysds/runtime/instructions/gpu/context/class-use/JCudaKernels.html#org.apache.sysds.runtime.matrix.data">JCudaKernels</a> </td> |
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