Internal:DQHED - Revision history

Crect005: /* Week of 28May (Current Week) */

2023-06-01T20:28:36Z

Week of 28May (Current Week)

← Older revision		Revision as of 16:28, 1 June 2023
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	=== Week of 28May (Current Week) ===		=== Week of 28May (Current Week) ===

	[[File:Dqhed3d.PNG\|400px\|thumb\|center\|~~Results~~]]		[[File:Dqhed3d.PNG\|400px\|thumb\|center\|DQHED3D results]]

	= References =		= References =

Crect005: /* Week of 28May (Current Week) */

2023-06-01T20:28:22Z

Week of 28May (Current Week)

← Older revision		Revision as of 16:28, 1 June 2023
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	=== Week of 28May (Current Week) ===		=== Week of 28May (Current Week) ===

			[[File:Dqhed3d.PNG\|400px\|thumb\|center\|Results]]

	= References =		= References =

Crect005: /* Week of 21May */

2023-06-01T20:27:18Z

Week of 21May

← Older revision		Revision as of 16:27, 1 June 2023
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	Ran testing on the optimized two-dimensional DQHED script. The run times are provided below, for both the full-usage configuration (above) and the DASK recommended node usage configuration (below).		Ran testing on the optimized two-dimensional DQHED script. The run times are provided below, for both the full-usage configuration (above) and the DASK recommended node usage configuration (below).

			[[File:Dqhed_full.PNG\|400px\|thumb\|center\|DQHED2D results for full core usage]]

			[[File:Dqhed_sqrt.PNG\|400px\|thumb\|center\|DQHED2D results for recommended core usage]]

	=== Week of 28May (Current Week) ===		=== Week of 28May (Current Week) ===

Crect005: /* Weekly Reports */

2023-06-01T20:25:21Z

Weekly Reports

← Older revision		Revision as of 16:25, 1 June 2023
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	[[File:Prostate edge1028t15.png\|400px\|thumb\|center\|1028 x 1028 edge detection, FakeHanoi, moderate threshold]]		[[File:Prostate edge1028t15.png\|400px\|thumb\|center\|1028 x 1028 edge detection, FakeHanoi, moderate threshold]]

	=== Week of 14May ~~(Current Week)~~ ===		=== Week of 14May ===

	When running on the SLURM cluster, the worker processes are having trouble serializing the user-defined imported modules. This will be the problem to solve this week. Otherwise, there should hopefully be no issues.		When running on the SLURM cluster, the worker processes are having trouble serializing the user-defined imported modules. This will be the problem to solve this week. Otherwise, there should hopefully be no issues.
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	[[File:Edge1024t3_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024x1024 image, AerSimulator, minimal threshold]]		[[File:Edge1024t3_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024x1024 image, AerSimulator, minimal threshold]]

			=== Week of 21May ===

			Ran testing on the optimized two-dimensional DQHED script. The run times are provided below, for both the full-usage configuration (above) and the DASK recommended node usage configuration (below).

			=== Week of 28May (Current Week) ===

	= References =		= References =

Crect005: /* Week 0f 7May */

2023-05-18T17:31:24Z

Week 0f 7May

← Older revision		Revision as of 13:31, 18 May 2023
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	The edge detection circuit was fixed and the results of running the script on an 11th Gen Intel Core i7-11800H (16 physical cores, 32 logical cores) can be seen below:		The edge detection circuit was fixed and the results of running the script on an 11th Gen Intel Core i7-11800H (16 physical cores, 32 logical cores) can be seen below:

	[[File:Prostate_edge128t10.png\|400px\|thumb\|center\|128 x 128 edge detection, low threshold]]		[[File:Prostate_edge128t10.png\|400px\|thumb\|center\|128 x 128 edge detection, FakeHanoi, low threshold]]

	[[File:Prostate_edge256t10.png\|400px\|thumb\|center\|256 x 256 edge detection, low threshold]]		[[File:Prostate_edge256t10.png\|400px\|thumb\|center\|256 x 256 edge detection, FakeHanoi, low threshold]]

	[[File:Prostate_edge256t15.png\|400px\|thumb\|center\|256 x 256 edge detection, moderate threshold]]		[[File:Prostate_edge256t15.png\|400px\|thumb\|center\|256 x 256 edge detection, FakeHanoi, moderate threshold]]

	The script will now be refactored to decrease Inter-Process Communication (IPC) and memory loading.		The script will now be refactored to decrease Inter-Process Communication (IPC) and memory loading.
Line 117:		Line 117:
	After refactoring, the script was able to handle 1028x1028 images. The algorithm is clearly highly-susceptible to noise, as each pixel only has knowledge of its neighboring pixels. The absoluteness of the algorithm and thresholding also make finding brighter edges more likely, as can be seen with the clarity of the skull in the edge detected image. The fact that it does highlight the tissue border surrounding the skull does prove that the algorithm is, if fact detecting edges. However, that edge is much less defined that that of the skull.		After refactoring, the script was able to handle 1028x1028 images. The algorithm is clearly highly-susceptible to noise, as each pixel only has knowledge of its neighboring pixels. The absoluteness of the algorithm and thresholding also make finding brighter edges more likely, as can be seen with the clarity of the skull in the edge detected image. The fact that it does highlight the tissue border surrounding the skull does prove that the algorithm is, if fact detecting edges. However, that edge is much less defined that that of the skull.

	[[File:Prostate_edge1028t10.png\|400px\|thumb\|center\|1028 x 1028 edge detection, low threshold]]		[[File:Prostate_edge1028t10.png\|400px\|thumb\|center\|1028 x 1028 edge detection, FakeHanoi, low threshold]]

	[[File:Prostate edge1028t15.png\|400px\|thumb\|center\|1028 x 1028 edge detection, moderate threshold]]		[[File:Prostate edge1028t15.png\|400px\|thumb\|center\|1028 x 1028 edge detection, FakeHanoi, moderate threshold]]

	=== Week of 14May (Current Week) ===		=== Week of 14May (Current Week) ===

Crect005: /* Week of 14May (Current Week) */

2023-05-18T17:30:39Z

Week of 14May (Current Week)

← Older revision		Revision as of 13:30, 18 May 2023
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	After discussing with Emmanuel, the decision was made to use the Aer Simulator instead of any noisy simulator, to achieve ideal results first. The following images are the incorporation of the 2-axis QHED algorithm using the Qiskit Aer Simulator		After discussing with Emmanuel, the decision was made to use the Aer Simulator instead of any noisy simulator, to achieve ideal results first. The following images are the incorporation of the 2-axis QHED algorithm using the Qiskit Aer Simulator

	[[File:Edge1024t20_aer.png\|400px\|center\|thumb\|Results of DQHED on ~~1024 x 1024~~ image, AerSimulator, high threshold]]		[[File:Edge1024t20_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024x1024 image, AerSimulator, high threshold]]

	[[File:Edge1024t10_aer.png\|400px\|center\|thumb\|Results of DQHED on ~~1024 x 1024~~ image, AerSimulator, moderate threshold]]		[[File:Edge1024t10_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024x1024 image, AerSimulator, moderate threshold]]

	[[File:Edge1024t5_aer.png\|400px\|center\|thumb\|Results of DQHED on ~~1024 x 1024~~ image, AerSimulator, low threshold]]		[[File:Edge1024t5_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024x1024 image, AerSimulator, low threshold]]

	[[File:Edge1024t3_aer.png\|400px\|center\|thumb\|Results of DQHED on ~~1024 x 1024~~ image, AerSimulator, minimal threshold]]		[[File:Edge1024t3_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024x1024 image, AerSimulator, minimal threshold]]

	= References =		= References =

Crect005: /* Week of 14May (Current Week) */

2023-05-18T17:30:12Z

Week of 14May (Current Week)

← Older revision		Revision as of 13:30, 18 May 2023
Line 127:		Line 127:
	After discussing with Emmanuel, the decision was made to use the Aer Simulator instead of any noisy simulator, to achieve ideal results first. The following images are the incorporation of the 2-axis QHED algorithm using the Qiskit Aer Simulator		After discussing with Emmanuel, the decision was made to use the Aer Simulator instead of any noisy simulator, to achieve ideal results first. The following images are the incorporation of the 2-axis QHED algorithm using the Qiskit Aer Simulator

	[[File:Edge1024t20_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, high threshold]]		[[File:Edge1024t20_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, AerSimulator, high threshold]]

	[[File:Edge1024t10_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, moderate threshold]]		[[File:Edge1024t10_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, AerSimulator, moderate threshold]]

	[[File:Edge1024t5_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, low threshold]]		[[File:Edge1024t5_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, AerSimulator, low threshold]]

	[[File:Edge1024t3_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, minimal threshold]]		[[File:Edge1024t3_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, AerSimulator, minimal threshold]]

	= References =		= References =

Crect005: /* Week of 14May (Current Week) */

2023-05-18T00:13:53Z

Week of 14May (Current Week)

← Older revision		Revision as of 20:13, 17 May 2023
Line 127:		Line 127:
	After discussing with Emmanuel, the decision was made to use the Aer Simulator instead of any noisy simulator, to achieve ideal results first. The following images are the incorporation of the 2-axis QHED algorithm using the Qiskit Aer Simulator		After discussing with Emmanuel, the decision was made to use the Aer Simulator instead of any noisy simulator, to achieve ideal results first. The following images are the incorporation of the 2-axis QHED algorithm using the Qiskit Aer Simulator

	[[File:Edge1024t20_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, high ~~tolerance~~]]		[[File:Edge1024t20_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, high threshold]]

	[[File:Edge1024t10_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, moderate ~~tolerance~~]]		[[File:Edge1024t10_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, moderate threshold]]

	[[File:Edge1024t5_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, low ~~tolerance~~]]		[[File:Edge1024t5_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, low threshold]]

	[[File:Edge1024t3_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, minimal ~~tolerance~~]]		[[File:Edge1024t3_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, minimal threshold]]

	= References =		= References =

Crect005: /* Week of 14May (Current Week) */

2023-05-18T00:13:25Z

Week of 14May (Current Week)

← Older revision		Revision as of 20:13, 17 May 2023
Line 124:		Line 124:

	When running on the SLURM cluster, the worker processes are having trouble serializing the user-defined imported modules. This will be the problem to solve this week. Otherwise, there should hopefully be no issues.		When running on the SLURM cluster, the worker processes are having trouble serializing the user-defined imported modules. This will be the problem to solve this week. Otherwise, there should hopefully be no issues.

			After discussing with Emmanuel, the decision was made to use the Aer Simulator instead of any noisy simulator, to achieve ideal results first. The following images are the incorporation of the 2-axis QHED algorithm using the Qiskit Aer Simulator

			[[File:Edge1024t20_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, high tolerance]]

			[[File:Edge1024t10_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, moderate tolerance]]

			[[File:Edge1024t5_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, low tolerance]]

			[[File:Edge1024t3_aer.png\|400px\|center\|thumb\|Results of DQHED on 1024 x 1024 image, minimal tolerance]]

	= References =		= References =

Crect005: /* Week 0f 7May */

2023-05-15T17:21:37Z

Week 0f 7May

← Older revision		Revision as of 13:21, 15 May 2023
Line 115:		Line 115:
	The script will now be refactored to decrease Inter-Process Communication (IPC) and memory loading.		The script will now be refactored to decrease Inter-Process Communication (IPC) and memory loading.

	After refactoring, the script was able to handle 1028x1028 images:		After refactoring, the script was able to handle 1028x1028 images. The algorithm is clearly highly-susceptible to noise, as each pixel only has knowledge of its neighboring pixels. The absoluteness of the algorithm and thresholding also make finding brighter edges more likely, as can be seen with the clarity of the skull in the edge detected image. The fact that it does highlight the tissue border surrounding the skull does prove that the algorithm is, if fact detecting edges. However, that edge is much less defined that that of the skull.

	[[File:Prostate_edge1028t10.png\|400px\|thumb\|center\|1028 x 1028 edge detection, low threshold]]		[[File:Prostate_edge1028t10.png\|400px\|thumb\|center\|1028 x 1028 edge detection, low threshold]]