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Python Parallel Programming Solutions

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Python_Parallel_Programming_Solutions

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Total Size

609.2 MB

Total Files

64

Last Seen

2024-11-04 23:36

Hash

CB6D4757B01145DCCD0BDCF849F107DAFBBD79FA

/1_1._Getting_Started_with_Parallel_Computing_and_Python/

01_The_parallel_computing_memory_architecture.mp4

14.7 MB

02_Memory_organization.mp4

17.9 MB

03_Memory_organization_continued.mp4

13.4 MB

04_Parallel_programming_models.mp4

10.1 MB

05_Designing_a_parallel_program.mp4

15.4 MB

06_Evaluating_the_performance_of_a_parallel_program.mp4

13.0 MB

07_Introducing_Python.mp4

16.6 MB

08_Working_with_processes_in_Python.mp4

5.9 MB

09_Working_with_threads_in_Python.mp4

9.5 MB

/2_2._Thread-Based_Parallelism/

10_Defining_a_thread.mp4

8.4 MB

11_Determining_the_current_thread.mp4

3.1 MB

12_Using_a_thread_in_a_subclass.mp4

5.3 MB

13_Thread_synchronization_with_lock.mp4

13.8 MB

14_Thread_synchronization_with_RLock.mp4

4.7 MB

15_Thread_synchronization_with_semaphores.mp4

11.8 MB

16_Thread_synchronization_with_a_condition.mp4

7.3 MB

17_Thread_synchronization_with_an_event.mp4

5.0 MB

18_Using_the_with_statement.mp4

5.5 MB

19_Thread_communication_using_a_queue.mp4

7.7 MB

20_Evaluating_the_performance_of_multithread_applications.mp4

12.2 MB

/3_3._Process-Based_Parallelism/

21_Spawning_a_process.mp4

6.7 MB

22_Naming_a_process.mp4

3.1 MB

23_Running_a_process_in_the_background.mp4

3.6 MB

24_Killing_a_process.mp4

3.8 MB

25_Using_a_process_in_a_subclass.mp4

3.4 MB

26_Exchanging_objects_between_processes.mp4

8.9 MB

27_Synchronizing_processes.mp4

7.3 MB

28_Managing_a_state_between_processes.mp4

3.7 MB

29_Using_a_process_pool.mp4

5.9 MB

30_Using_the_mpi4py_Python_module.mp4

10.2 MB

31_Point-to-point_communication.mp4

7.4 MB

32_Avoiding_deadlock_problems.mp4

8.2 MB

33_Using_broadcast_for_collective_communication.mp4

7.5 MB

34_Using_scatter_for_collective_communication.mp4

5.6 MB

35_Using_gather_for_collective_communication.mp4

3.9 MB

36_Using_alltoall_for_collective_communication.mp4

7.1 MB

37_The_reduction_operation.mp4

7.3 MB

38_Optimizing_the_communication.mp4

9.5 MB

/4_4._Asynchronous_Programming/

39_Using_the_concurrent.futures_Python_modules.mp4

14.2 MB

40_Event_loop_management_with_Asyncio.mp4

11.1 MB

41_Handling_co-routines_with_Asyncio.mp4

10.8 MB

42_Manipulating_a_task_with_Asyncio.mp4

6.8 MB

43_Dealing_with_Asyncio_and_futures.mp4

8.3 MB

/5_5._Distributed_Python/

44_Using_Celery_to_distribute_tasks.mp4

9.8 MB

45_Creating_a_task_with_Celery.mp4

8.2 MB

46_Scientific_computing_with_SCOOP.mp4

12.9 MB

47_Handling_map_functions_with_SCOOP.mp4

9.7 MB

48_Remote_method_invocation_with_Pyro4.mp4

11.4 MB

49_Chaining_objects_with_pyro4.mp4

9.2 MB

50_Developing_a_client-server_application_with_Pyro4.mp4

10.6 MB

51_Communicating_sequential_processes_with_PyCSP.mp4

15.1 MB

52_A_remote_procedure_call_with_RPyC.mp4

8.7 MB

/6_6._GPU_Programming_with_Python/

53_Using_the_PyCUDA_module.mp4

21.8 MB

54_Building_a_PyCUDA_application.mp4

16.8 MB

55_Understanding_the_PyCUDA_memory_model_with_matrix_manipulation.mp4

14.1 MB

56_Kernel_invocations_with_GPU_array.mp4

5.7 MB

57_Evaluating_element-wise_expressions_with_PyCUDA.mp4

9.1 MB

58_The_mapreduce_operation_with_PyCUDA.mp4

8.9 MB

59_Gpu_programming_with_NumbaPro.mp4

12.2 MB

60_Using_GPU-accelerated_libraries_with_NumbaPro.mp4

14.1 MB

61_Using_the_PyOpenCL_module.mp4

11.4 MB

62_Building_a_PyOpenCL_application.mp4

13.6 MB

63_Evaluating_element-wise_expressions_with_PyOpenCL.mp4

8.6 MB

64_Testing_your_gpu_application_with_PyOpenCL.mp4

11.8 MB

 

Total files 64


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