Hello ! Can you explain please why did you initialize the avg cost function with

Avg cost function about mtan HOT 2 CLOSED

lorenmt commented on June 13, 2024

Avg cost function

from mtan.

Comments (2)

lorenmt commented on June 13, 2024

Hello,

It's a 24 dimensonal vector not initialised into 24. Please check out the line here:

mtan/im2im_pred/utils.py

Lines 214 to 220 in 4e02f9f

 print('Epoch: {:04d} | TRAIN: {:.4f} {:.4f} {:.4f} | {:.4f} {:.4f} {:.4f} | {:.4f} {:.4f} {:.4f} {:.4f} {:.4f} {:.4f} ||' 

 'TEST: {:.4f} {:.4f} {:.4f} | {:.4f} {:.4f} {:.4f} | {:.4f} {:.4f} {:.4f} {:.4f} {:.4f} {:.4f} ' 

 .format(index, avg_cost[index, 0], avg_cost[index, 1], avg_cost[index, 2], avg_cost[index, 3], 

 avg_cost[index, 4], avg_cost[index, 5], avg_cost[index, 6], avg_cost[index, 7], avg_cost[index, 8], 

 avg_cost[index, 9], avg_cost[index, 10], avg_cost[index, 11], avg_cost[index, 12], avg_cost[index, 13], 

 avg_cost[index, 14], avg_cost[index, 15], avg_cost[index, 16], avg_cost[index, 17], avg_cost[index, 18], 

 avg_cost[index, 19], avg_cost[index, 20], avg_cost[index, 21], avg_cost[index, 22], avg_cost[index, 23]))

with format defined here:

mtan/im2im_pred/model_segnet_mtan.py

Line 190 in 4e02f9f

 print('LOSS FORMAT: SEMANTIC_LOSS MEAN_IOU PIX_ACC | DEPTH_LOSS ABS_ERR REL_ERR | NORMAL_LOSS MEAN MED <11.25 <22.5 <30') 

from mtan.

mediflux95 commented on June 13, 2024

Thanks a lot !

from mtan.

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	print('Epoch: {:04d} \| TRAIN: {:.4f} {:.4f} {:.4f} \| {:.4f} {:.4f} {:.4f} \| {:.4f} {:.4f} {:.4f} {:.4f} {:.4f} {:.4f} \|\|'
	'TEST: {:.4f} {:.4f} {:.4f} \| {:.4f} {:.4f} {:.4f} \| {:.4f} {:.4f} {:.4f} {:.4f} {:.4f} {:.4f} '
	.format(index, avg_cost[index, 0], avg_cost[index, 1], avg_cost[index, 2], avg_cost[index, 3],
	avg_cost[index, 4], avg_cost[index, 5], avg_cost[index, 6], avg_cost[index, 7], avg_cost[index, 8],
	avg_cost[index, 9], avg_cost[index, 10], avg_cost[index, 11], avg_cost[index, 12], avg_cost[index, 13],
	avg_cost[index, 14], avg_cost[index, 15], avg_cost[index, 16], avg_cost[index, 17], avg_cost[index, 18],
	avg_cost[index, 19], avg_cost[index, 20], avg_cost[index, 21], avg_cost[index, 22], avg_cost[index, 23]))

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