Heterogeneous Parallel Programming [2014, ENG]

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Heterogeneous Parallel Programming [2014, ENG]

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Heterogeneous Parallel Programming [2014, ENG]
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1 - 1 - 1.1- Course Overview.mp4
MP4
25.74 MB
1 - 1 - 1.1- Course Overview.srt
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25.83 KB
1 - 1 - 1.1- Course Overview.txt
TXT
15.82 KB
1 - 2 - 1.2- Introduction to Heterogeneous Parallel Computing.mp4
MP4
17.75 MB
1 - 2 - 1.2- Introduction to Heterogeneous Parallel Computing.srt
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19.44 KB
1 - 2 - 1.2- Introduction to Heterogeneous Parallel Computing.txt
TXT
12.17 KB
1 - 3 - 1.3- Portability and Scalability in Heterogeneous Parallel Computing.mp4
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9.59 MB
1 - 3 - 1.3- Portability and Scalability in Heterogeneous Parallel Computing.srt
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10.85 KB
1 - 3 - 1.3- Portability and Scalability in Heterogeneous Parallel Computing.txt
TXT
6.69 KB
1 - 4 - 1.4- Introduction to CUDA, Data Parallelism and Threads.mp4
MP4
27.09 MB
1 - 4 - 1.4- Introduction to CUDA, Data Parallelism and Threads.srt
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26.47 KB
1 - 4 - 1.4- Introduction to CUDA, Data Parallelism and Threads.txt
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16.05 KB
1 - 5 - 1.5- Introduction to CUDA, Memory Allocation and Data Movement API.mp4
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24.48 MB
1 - 5 - 1.5- Introduction to CUDA, Memory Allocation and Data Movement API.srt
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22.78 KB
1 - 5 - 1.5- Introduction to CUDA, Memory Allocation and Data Movement API.txt
TXT
14.17 KB
1 - 6 - 1.6- Introduction to CUDA, Kernel-Based SPMD Parallel Programming.mp4
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24.23 MB
1 - 6 - 1.6- Introduction to CUDA, Kernel-Based SPMD Parallel Programming.srt
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23.58 KB
1 - 6 - 1.6- Introduction to CUDA, Kernel-Based SPMD Parallel Programming.txt
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14.42 KB
1 - 7 - 1.7- Kernel-based Parallel Programming, Multidimensional Kernel Configuration.mp4
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21.69 MB
1 - 7 - 1.7- Kernel-based Parallel Programming, Multidimensional Kernel Configuration.srt
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19.05 KB
1 - 7 - 1.7- Kernel-based Parallel Programming, Multidimensional Kernel Configuration.txt
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11.67 KB
1 - 8 - 1.8- Kernel-based Parallel Programming, Basic Matrix-Matrix Multiplication.mp4
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21.74 MB
1 - 8 - 1.8- Kernel-based Parallel Programming, Basic Matrix-Matrix Multiplication.srt
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20.23 KB
1 - 8 - 1.8- Kernel-based Parallel Programming, Basic Matrix-Matrix Multiplication.txt
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12.54 KB
2 - 1 - 2.1- Kernel-based Parallel Programming - Thread Scheduling.mp4
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25.53 MB
2 - 1 - 2.1- Kernel-based Parallel Programming - Thread Scheduling.srt
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22.68 KB
2 - 1 - 2.1- Kernel-based Parallel Programming - Thread Scheduling.txt
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13.9 KB
2 - 2 - 2.2- Control Divergence.mp4
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19.83 MB
2 - 2 - 2.2- Control Divergence.srt
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18.11 KB
2 - 2 - 2.2- Control Divergence.txt
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11.25 KB
2 - 3 - 2.3- Memory Model and Locality -- CUDA Memories.mp4
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28.91 MB
2 - 3 - 2.3- Memory Model and Locality -- CUDA Memories.srt
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26.32 KB
2 - 3 - 2.3- Memory Model and Locality -- CUDA Memories.txt
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16.21 KB
2 - 4 - 2.4- Tiled Parallel Algorithms.mp4
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25 MB
2 - 4 - 2.4- Tiled Parallel Algorithms.srt
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23.06 KB
2 - 4 - 2.4- Tiled Parallel Algorithms.txt
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14.24 KB
2 - 5 - 2.5- Tiled Matrix Multiplication.mp4
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25.8 MB
2 - 5 - 2.5- Tiled Matrix Multiplication.srt
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25.03 KB
2 - 5 - 2.5- Tiled Matrix Multiplication.txt
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15.36 KB
2 - 6 - 2.6- Tiled Matrix Multiplication Kernel.mp4
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36.16 MB
2 - 6 - 2.6- Tiled Matrix Multiplication Kernel.srt
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32.79 KB
2 - 6 - 2.6- Tiled Matrix Multiplication Kernel.txt
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20.22 KB
2 - 7 - 2.7- Handling Boundary Conditions in Tiling.mp4
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17.92 MB
2 - 7 - 2.7- Handling Boundary Conditions in Tiling.srt
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16.54 KB
2 - 7 - 2.7- Handling Boundary Conditions in Tiling.txt
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10.19 KB
2 - 8 - 2.8- A Tiled Kernel for Arbitrary Matrix Dimensions.mp4
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21.44 MB
2 - 8 - 2.8- A Tiled Kernel for Arbitrary Matrix Dimensions.srt
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20.43 KB
2 - 8 - 2.8- A Tiled Kernel for Arbitrary Matrix Dimensions.txt
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12.54 KB
3 - 1 - 3.1- Performance Considerations - DRAM Bandwidth.mp4
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29.54 MB
3 - 1 - 3.1- Performance Considerations - DRAM Bandwidth.srt
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28.18 KB
3 - 1 - 3.1- Performance Considerations - DRAM Bandwidth.txt
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17.11 KB
3 - 2 - 3.2- Performance Considerations - Memory Coalescing in CUDA.mp4
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22.72 MB
3 - 2 - 3.2- Performance Considerations - Memory Coalescing in CUDA.srt
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18.42 KB
3 - 2 - 3.2- Performance Considerations - Memory Coalescing in CUDA.txt
TXT
11.42 KB
3 - 3 - 3.3- Parallel Computation Patterns - Convolution.mp4
MP4
21.08 MB
3 - 3 - 3.3- Parallel Computation Patterns - Convolution.srt
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18.67 KB
3 - 3 - 3.3- Parallel Computation Patterns - Convolution.txt
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11.43 KB
3 - 4 - 3.4- Parallel Computation Patterns - Tiled Convolution.mp4
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24.91 MB
3 - 4 - 3.4- Parallel Computation Patterns - Tiled Convolution.srt
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21.07 KB
3 - 4 - 3.4- Parallel Computation Patterns - Tiled Convolution.txt
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13.14 KB
3 - 5 - 3.5- Parallel Computation Patterns - 2D Tiled Convolution Kernel.mp4
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25.29 MB
3 - 5 - 3.5- Parallel Computation Patterns - 2D Tiled Convolution Kernel.srt
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22.77 KB
3 - 5 - 3.5- Parallel Computation Patterns - 2D Tiled Convolution Kernel.txt
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13.96 KB
3 - 6 - 3.6- Parallel Computation Patterns - Data Reuse in Tiled Convolution.mp4
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31.55 MB
3 - 6 - 3.6- Parallel Computation Patterns - Data Reuse in Tiled Convolution.srt
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27.23 KB
3 - 6 - 3.6- Parallel Computation Patterns - Data Reuse in Tiled Convolution.txt
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16.75 KB
4 - 1 - 4.1- Parallel Computation Patterns - Reduction.mp4
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31.08 MB
4 - 1 - 4.1- Parallel Computation Patterns - Reduction.srt
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28.48 KB
4 - 1 - 4.1- Parallel Computation Patterns - Reduction.txt
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17.51 KB
4 - 2 - 4.2- Parallel Computation Patterns - A Basic Reduction Kernel.mp4
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25.07 MB
4 - 2 - 4.2- Parallel Computation Patterns - A Basic Reduction Kernel.srt
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21.87 KB
4 - 2 - 4.2- Parallel Computation Patterns - A Basic Reduction Kernel.txt
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13.26 KB
4 - 3 - 4.3- Parallel Computation Patterns - A Better Reduction Kernel.mp4
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19.99 MB
4 - 3 - 4.3- Parallel Computation Patterns - A Better Reduction Kernel.srt
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18.7 KB
4 - 3 - 4.3- Parallel Computation Patterns - A Better Reduction Kernel.txt
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11.52 KB
4 - 4 - 4.4- Parallel Computation Patterns - Scan (Prefix Sum).mp4
MP4
26.97 MB
4 - 4 - 4.4- Parallel Computation Patterns - Scan (Prefix Sum).srt
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24.08 KB
4 - 4 - 4.4- Parallel Computation Patterns - Scan (Prefix Sum).txt
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14.68 KB
4 - 5 - 4.5- Parallel Computation Patterns - A Work-Inefficient Scan Kernel.mp4
MP4
38.49 MB
4 - 5 - 4.5- Parallel Computation Patterns - A Work-Inefficient Scan Kernel.srt
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26.26 KB
4 - 5 - 4.5- Parallel Computation Patterns - A Work-Inefficient Scan Kernel.txt
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16.08 KB
4 - 6 - 4.6- Parallel Computation Patterns - A Work-Efficient Parallel Scan Kernel.mp4
MP4
37.88 MB
4 - 6 - 4.6- Parallel Computation Patterns - A Work-Efficient Parallel Scan Kernel.srt
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24.5 KB
4 - 6 - 4.6- Parallel Computation Patterns - A Work-Efficient Parallel Scan Kernel.txt
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15.24 KB
4 - 7 - 4.7- Parallel Computation Patterns - More on Parallel Scan.mp4
MP4
39.84 MB
4 - 7 - 4.7- Parallel Computation Patterns - More on Parallel Scan.srt
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25.04 KB
4 - 7 - 4.7- Parallel Computation Patterns - More on Parallel Scan.txt
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15.33 KB
5 - 1 - 5.1- Parallel Computation Patterns - Histogramming.mp4
MP4
22.23 MB
5 - 1 - 5.1- Parallel Computation Patterns - Histogramming.srt
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15.35 KB
5 - 1 - 5.1- Parallel Computation Patterns - Histogramming.txt
TXT
9.37 KB
5 - 2 - 5.2- Parallel Computation Patterns - Atomic Operations.mp4
MP4
22.12 MB
5 - 2 - 5.2- Parallel Computation Patterns - Atomic Operations.srt
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15.33 KB
5 - 2 - 5.2- Parallel Computation Patterns - Atomic Operations.txt
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9.35 KB
5 - 3 - 5.3- Parallel Computation Patterns - Atomic Operations in CUDA.mp4
MP4
30.7 MB
5 - 3 - 5.3- Parallel Computation Patterns - Atomic Operations in CUDA.srt
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21.54 KB
5 - 3 - 5.3- Parallel Computation Patterns - Atomic Operations in CUDA.txt
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13.04 KB
5 - 4 - 5.4- Parallel Computation Patters - Atomic Operations Performance.mp4
MP4
27.71 MB
5 - 4 - 5.4- Parallel Computation Patters - Atomic Operations Performance.srt
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19.55 KB
5 - 4 - 5.4- Parallel Computation Patters - Atomic Operations Performance.txt
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12.07 KB
5 - 5 - 5.5- Parallel Computation Patterns - A Privatized Histogram Kernel.mp4
MP4
23.27 MB
5 - 5 - 5.5- Parallel Computation Patterns - A Privatized Histogram Kernel.srt
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16.84 KB
5 - 5 - 5.5- Parallel Computation Patterns - A Privatized Histogram Kernel.txt
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10.35 KB
Lecture-3-1-dram-bandwidth.pdf
PDF
498.21 KB
Lecture-3-2-memory-coalescing.pdf
PDF
512.64 KB
Lecture-3-3-convolution.pdf
PDF
499.79 KB
Lecture-3-4-tiled-convolution.pdf
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452.39 KB
Lecture-3-5-2D-convolution-kernel.pdf
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477.01 KB
Lecture-3-6-convolution-reuse.pdf
PDF
506.08 KB
Lecture-4-1-reduction.pdf
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294.27 KB
Lecture-4-2-reduction-kernel.pdf
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363.37 KB
Lecture-4-3-better-reduction-kernel.pdf
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413.95 KB
Lecture-4-4-scan.pdf
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526.45 KB
Lecture-4-5-naive-scan-kernel.pdf
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338.76 KB
Lecture-4-6-work-efficient-scan-kernel.pdf
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491.81 KB
Lecture-4-7-more-on-scan.pdf
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579.67 KB
Lecture-5-1-histogram.pdf
PDF
501.85 KB
Lecture-5-2-atomic-operations.pdf
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437.04 KB
Lecture-5-3-CUDA-atomic.pdf
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769.75 KB
Lecture-5-4-atomic-performance.pdf
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443.93 KB
Lecture-5-5-privatized-histogram.pdf
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541.1 KB
hetero-lecture_slides_002-Lecture 1-Lecture-1-1-Overview.pdf
PDF
242.54 KB
hetero-lecture_slides_002-Lecture 1-Lecture-1-2-heterogeneous.pdf
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272.22 KB
hetero-lecture_slides_002-Lecture 1-Lecture-1-3-software-cost.pdf
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279.64 KB
hetero-lecture_slides_002-Lecture 1-Lecture-1-4-cuda-intro.pdf
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593.42 KB
hetero-lecture_slides_002-Lecture 1-Lecture-1-5-cuda-API.pdf
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892.83 KB
hetero-lecture_slides_002-Lecture 1-Lecture-1-6-cuda-kernel.pdf
PDF
490.97 KB
hetero-lecture_slides_002-Lecture 1-Lecture-1-7-kernel-multidimension.pdf
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343.33 KB
hetero-lecture_slides_002-Lecture 1-Lecture-1-8-kernel-matrix-multiplication.pdf
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269.67 KB
hetero-lecture_slides_002-Lecture 2-Lecture-2-1-transparent-scaling.pdf
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430.32 KB
hetero-lecture_slides_002-Lecture 2-Lecture-2-2-control-divergence.pdf
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442.19 KB
hetero-lecture_slides_002-Lecture 2-Lecture-2-3-cuda-memories.pdf
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294.14 KB
hetero-lecture_slides_002-Lecture 2-Lecture-2-4-tiled-algorithms.pdf
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222.14 KB
hetero-lecture_slides_002-Lecture 2-Lecture-2-5-tiled-matrix-multiplication.pdf
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162.42 KB
hetero-lecture_slides_002-Lecture 2-Lecture-2-6-tiled-kernel.pdf
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231.2 KB
hetero-lecture_slides_002-Lecture 2-Lecture-2-7-boundary-condition.pdf
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175.9 KB
hetero-lecture_slides_002-Lecture 2-Lecture-2-8-boundary-condition-kernel.pdf
PDF
233.41 KB
Гетерогенное параллельное программирование.docx
DOCX
27.63 KB
Рекомендуемая литература David B. Kirk, Wen-mei W. Hwu Programming Massively Parallel Processors, Second Edition.pdf
PDF
21.4 MB

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