以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
### 直接看 dtd_hdr_mix 的狀況
#################################################################################################################################################################################################################
ana_name = "1_ch"
ch_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[mask_bce_sobel_k5_s100_ch[:4],
mask_bce_sobel_k5_s100_ch[4:]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
.analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
############################################
ana_name = "2_ep"
ep_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[mask_bce_sobel_k5_s100_ep[:8],
mask_bce_sobel_k5_s100_ep[8:]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
############################################
ana_name = "3_noC"
noC_and_add_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[mask_bce_sobel_k5_s100_noC_and_add[:3] + [mask_bce_sobel_k5_s100_ch[2]],
mask_bce_sobel_k5_s100_noC_and_add[3:] + [mask_bce_sobel_k5_s100_ch[2]]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
ana_dir = template_dir
#############################################################################################################################################################################################################
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
ana_name = "Layer_Ch"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="flow",
row_col_results=mae_block1_flow_s001_L345678, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
.analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
.Gather_all_see_final_img()
######################################
ana_name = "2c_block1_rec_L345678_2-ch128,64,32,16,8,4,2,1_mae_s001"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="rec",
row_col_results=mae_block1_rec_s001_L345678, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
.analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
.Gather_all_see_final_img()
##########################################################################################################################################################################################################################################################################################
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
### 直接看 dtd_hdr_mix 的狀況
#################################################################################################################################################################################################################
ana_name = "step20"
step20_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=mask_ch032_bce_s001_100_sobel_k5_s001_100,
show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
ana_name = "step40"
step40_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=mask_ch032_bce_s001_100_sobel_k5_s001_100[::2, ::2],
show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
################################################################################
ana_name = "L2345_block1_3_E_relu-bce_s001_100"
L2345_block1_E_relu_bce_s001_100_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=L2345_block1_bce_E_lrelu_vs_E_relu[::2], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
ana_name = "L2345_block1_3_E_lrelu_vs_E_relu-bce_s001_100"
L2345_block1_E_relu_bce_s001_100_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=L2345_block1_bce_E_lrelu_vs_E_relu, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
ana_name = "L34_block1_3_E_lrelu_vs_E_relu-bce_s001_100"
L34_block1_E_relu_bce_s001_100_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=L2345_block1_bce_E_lrelu_vs_E_relu[2:6], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
ana_name = "Layer_Ch_see"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="mask",
row_col_results=block1_mask_L2345678, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
############################################################################
ana_name = "Normal_vs_Limit_see"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="mask",
row_col_results=block1_mask_L45678_normal_vs_limit, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
########################################################################################################################################################
ana_name = "Layer_Ch_test"
#############################################################################################################################################################################################################
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
ana_name = "I_w_Mgt_to_C_compare_L5"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="rec",
row_col_results=I_w_Mgt_to_C_compare_L5, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="flow",
row_col_results=I_w_Mgt_to_C_compare_L5, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
########################################################################################################################################################
ana_name = "I_w_Mgt_to_C_compare_L5_test"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="test",
ana_what="rec",
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
ana_name = "L2345678_Ch"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="rec",
row_col_results=Layer2345678_Ch, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="flow",
row_col_results=Layer2345678_Ch, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
############################################################################
ana_name = "L345678_Ch"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="rec",
row_col_results=Layer2345678_Ch[1:], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
### 直接看 dtd_hdr_mix 的狀況
#################################################################################################################################################################################################################
ana_name = "1_ch-1_row"
mask_L7_ch_analyze = Col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
col_results=mask_L7_block1_ch, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
.analyze_col_results_all_single_see(single_see_multiprocess=True)
############################################
ana_name = "1_ch-2_row"
mask_layer_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[mask_L7_block1_ch[:4],
mask_L7_block1_ch[4:]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
.analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
########################################################################################
ana_name = "2_layer-1_row"
mask_L7_ch_analyze = Col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
col_results=mask_L7_block1_layer, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
.analyze_col_results_all_single_see(single_see_multiprocess=True)
############################################
ana_name = "2_layer-2_row"
mask_layer_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[mask_L7_block1_layer[:4],
mask_L7_block1_layer[4:]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
.analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
ana_name = "L2345678_Ch"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="rec",
row_col_results=Layer2345678_Ch, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="flow",
row_col_results=Layer2345678_Ch, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="Cx",
row_col_results=Layer2345678_Ch, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
##########################################################################################################################################################################################################################################################################################
ana_dir = template_dir
##########################################################################################################################################################################################################################################################################################
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
###############################
ana_name = "L2345678_block1_5_coord_conv-bce_s001_100"
L2345_block1_coord_conv_bce_s001_100_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=L2345678_block1_bce_coord_conv, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
ana_name = "L23456_block1_5_coord_conv-bce_s001_100"
L2345_block1_coord_conv_bce_s001_100_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=L23456_block1_bce_coord_conv, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
#################################################################################################################################################################################################################
### 覺得l2好像不用細看
################################################################################
ana_name = "2c_block2_l2_2-ch128,64,32,16,8,4_bce_s001_100"
l2_ch64_32_16_8_block2_bce_s001_100_analyze = Row_col_results_analyzer(ana_describe=f"{mask_ana_dir}/{ana_name}",
ana_what="mask",
row_col_results=[bce_block2_L2_ch128,
bce_block2_L2_ch064,
bce_block2_L2_ch032,
bce_block2_L2_ch016,
bce_block2_L2_ch008,
bce_block2_L2_ch004], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
#################################################################################################################################################################################################################
### 覺得l3好像不用細看
################################################################################
ana_name = "2c_block2_l3_2-ch128,64,32,16,8,4_bce_s001_100"
l3_ch64_32_16_8_block2_bce_s001_100_analyze = Row_col_results_analyzer(ana_describe=f"{mask_ana_dir}/{ana_name}",
ana_what="mask",
row_col_results=[bce_block2_L3_ch128,
bce_block2_L3_ch064,
bce_block2_L3_ch032,
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
### 直接看 dtd_hdr_mix 的狀況
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
ana_name = "sobel_k5_s1,20,40,60,80,100-1_ch"
mask_L6_bce_s1_10_20_ch_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[ mask_sobel_k5_s001_ch[:3] + mask_sobel_k5_s060_ch[:3],
mask_sobel_k5_s020_ch[:3] + mask_sobel_k5_s080_ch[:3],
mask_sobel_k5_s040_ch[:3] + mask_sobel_k5_s100_ch[:3],
], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
.analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
############################################
ana_name = "sobel_k5_s1,20,40,60,80,100-4_no_concat_and_add"
mask_L6_bce_s1_10_20_ch_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[ [mask_sobel_k5_s001_ch[2]] + mask_sobel_k5_s001_noC_and_add + [mask_sobel_k5_s001_ch[2]],
[mask_sobel_k5_s020_ch[2]] + mask_sobel_k5_s020_noC_and_add + [mask_sobel_k5_s020_ch[2]],
[mask_sobel_k5_s040_ch[2]] + mask_sobel_k5_s040_noC_and_add + [mask_sobel_k5_s040_ch[2]],
[mask_sobel_k5_s060_ch[2]] + mask_sobel_k5_s060_noC_and_add + [mask_sobel_k5_s060_ch[2]],
[mask_sobel_k5_s080_ch[2]] + mask_sobel_k5_s080_noC_and_add + [mask_sobel_k5_s080_ch[2]],
[mask_sobel_k5_s100_ch[2]] + mask_sobel_k5_s100_noC_and_add + [mask_sobel_k5_s100_ch[2]]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
##########################################################################################################################################################################################################################################################################################
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
### 直接看 dtd_hdr_mix 的狀況
#################################################################################################################################################################################################################
ana_name = "step20"
step20_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=mask_ch032_tv_s001_100_sobel_k5_s001_100,
show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
ana_name = "step40"
step40_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=mask_ch032_tv_s001_100_sobel_k5_s001_100[::2, ::2],
show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False)\
.analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
### 直接看 dtd_hdr_mix 的狀況
#################################################################################################################################################################################################################
ana_name = "L4_block1_1-tv_s001_bce_s001-1_ch"
L4_block1_tv_s001_bce_s001_ch_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[tv_bce_L4_block1_ch[:4],
tv_bce_L4_block1_ch[4:]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
###################################################################
ana_name = "L4_block1_1b1-ch032_tv_s001_bce_s001~100" ### 6個結果
L4_block1_tv_s001_bce_s001_100_chh032_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[tv_bce_L4_block1_ch032_tv_s001_bce_s001_100[:3],
tv_bce_L4_block1_ch032_tv_s001_bce_s001_100[3:]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
ana_name = "L4_block1_1b1-ch032_tv_s020_bce_s020~140" ### 5個結果
L4_block1_tv_s020_bce_s020_100_chh032_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[tv_bce_L4_block1_ch032_tv_s020_bce_s020_140[:4],
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
### 直接看 dtd_hdr_mix 的狀況
#################################################################################################################################################################################################################
ana_name = "1_ch"
ch_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[mask_tv_s001_sobel_k5_s080_ch[:4],
mask_tv_s001_sobel_k5_s080_ch[4:]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
############################################
ana_name = "2_ep"
ep_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[mask_tv_s001_sobel_k5_s080_ep[:8],
mask_tv_s001_sobel_k5_s080_ep[8:]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
############################################
ana_name = "3_noC"
noC_and_add_analyze = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what="mask",
row_col_results=[mask_tv_s001_sobel_k5_s080_noC_and_add[:3] + [mask_tv_s001_sobel_k5_s080_ch[2]],
mask_tv_s001_sobel_k5_s080_noC_and_add[3:] + [mask_tv_s001_sobel_k5_s080_ch[2]]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
ana_name = "L2345678_Ch"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="wc",
row_col_results=block1_mask_L2345678, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="wx",
row_col_results=block1_mask_L2345678, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="wy",
row_col_results=block1_mask_L2345678, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
"""
以下留下一些example這樣子
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
#################################################################################################################################################################################################################
#################################################################################################################################################################################################################
ana_name = "Layer_Ch_see"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="mask",
row_col_results=block1_mask_L2345678, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
############################################################################
ana_name = "Normal_vs_Limit_see"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="see",
ana_what="mask",
row_col_results=block1_mask_L45678_normal_vs_limit, show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False, img_h=512, img_w=512)\
# .analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)\
# .Gather_all_see_final_img()
########################################################################################################################################################
ana_name = "Layer_Ch_test"
analyzer = Row_col_results_analyzer(ana_describe=f"{ana_dir}/0_ana_{ana_name}",
ana_what_sees="test",
# epoch300_500_analyze.analyze_col_results_all_single_see_multiprocess(core_amount=2, task_amount=7, single_see_multiprocess=True, single_see_core_amount=8)
"""
core_amount == 7 是因為 目前 see_amount == 7 ，想 一個core 一個see
task_amount == 7 是因為 目前 see_amount == 7
single_see_multiprocess == True 代表 see內 還要 切 multiprocess，
single_see_core_amount == 2 代表切2分
所以總共會有 7*2 = 14 份 process 要同時處理，
但建議不要用，已經測過，爆記憶體了
"""
# epoch300_500_analyze.analyze_col_results_multi_see(see_nums=[0, 1], save_name="see_1_and_2", multiprocess=True, core_amount=8)
############################################
epoch300_500_analyze_2row_all = Row_col_results_analyzer(ana_describe="2row_ep300_500_a020",
ana_what = "flow",
row_col_results=[epoch300_500_results[:5],
epoch300_500_results[5:10]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False)
epoch300_500_analyze_2row_all.analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
epoch300_500_analyze_2row_ep300_500_a060 = Row_col_results_analyzer(ana_describe="2row_ep300_500_a060",
ana_what = "rec",
row_col_results=[[epoch300_500_results[0], epoch300_500_results[3]],
[epoch300_500_results[6], epoch300_500_results[9]]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False)
epoch300_500_analyze_2row_ep300_500_a060.analyze_row_col_results_all_single_see(single_see_multiprocess=True, single_see_core_amount=6)
##################################################################################################################################################################
##################################################################################################################################################################
epoch200_500_results = [exp.result_obj for exp in epoch200_500_exps]
epoch200_500_analyze_2row_ep200_500_a100 = Row_col_results_analyzer(ana_describe="2row_ep200_500_a100",
ana_what = "rec",
row_col_results=[[epoch200_500_results [0], epoch200_500_results [5]],
[epoch200_500_results[10], epoch200_500_results[15]]], show_in_img=False, show_gt_img=False, bgr2rgb=True, add_loss=False)
