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Update accel_sdxl_gen_img.py

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DKnight54
2025-02-11 00:35:19 +08:00
committed by GitHub
parent 70fd06dee6
commit 586e89a3ab
1 changed files with 6 additions and 43 deletions
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49
accel_sdxl_gen_img.py
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@@ -2908,51 +2908,14 @@ def main(args):
for i in range(distributed_state.num_processes): for i in range(distributed_state.num_processes):
resorted_list.append(templist[i :: distributed_state.num_processes]) resorted_list.append(templist[i :: distributed_state.num_processes])
templist = [] templist = []
for list_of_prompts in resorted_list: for list_of_prompts in resorted_list:
templist.extend(list_of_prompts) templist.extend(get_batches(items=list_of_prompts, batch_size=args.batch_size).copy())
split_into_batches = templist
split_into_batches = get_batches(items=templist, batch_size=args.batch_size).copy()
sublist = []
if(len(split_into_batches) % distributed_state.num_processes != 0):
#Distributes last round of batches across available processes if last round of batches less than available processes and there is more than one prompt in the last batch
popnum = len(split_into_batches) % distributed_state.num_processes
else: else:
#force distribution check on last round of batches split_into_batches = get_batches(items=templist, batch_size=args.batch_size).copy()
popnum = distributed_state.num_processes
for j in range(popnum):
if len(split_into_batches) > 1 :
sublist.extend(split_into_batches.pop(-1))
elif len(split_into_batches) == 1 :
sublist.extend(split_into_batches.pop(-1))
split_into_batches = []
sublist = sorted(sublist, key=lambda x: x.global_count)
resorted_list = []
for i in range(distributed_state.num_processes):
resorted_list.append(sublist[i :: distributed_state.num_processes])
sublist = []
for list_of_prompts in resorted_list:
sublist.extend(list_of_prompts)
n, m = divmod(len(sublist), distributed_state.num_processes)
split_into_batches.extend([sublist[i*n+min(i,m):(i+1)*n+min(i+1,m)] for i in range(distributed_state.num_processes)])
ext_separated_list_of_batches.append(split_into_batches) ext_separated_list_of_batches.append(split_into_batches)
'''
logger.info(f"\nDevice {distributed_state.device}: {ext_separated_list_of_batches}")
if distributed_state.num_processes > 1:
for x in range(len(ext_separated_list_of_batches)):
temp_list = []
for i in range(distributed_state.num_processes):
temp_list.append(ext_separated_list_of_batches[x][i :: distributed_state.num_processes])
holder = []
for batches in temp_list:
holder.extend(batches)
ext_separated_list_of_batches[x] = holder[:]
'''
distributed_state.wait_for_everyone()
if distributed_state.is_main_process: if distributed_state.is_main_process:
batchlogstr = "Running through ext_separated_list_of_batches Before Gather:\n" batchlogstr = "Running through ext_separated_list_of_batches Before Gather:\n"
for x in range(len(ext_separated_list_of_batches)): for x in range(len(ext_separated_list_of_batches)):
@@ -2962,7 +2925,7 @@ def main(args):
for z in range(len(ext_separated_list_of_batches[x][y])): for z in range(len(ext_separated_list_of_batches[x][y])):
batchlogstr += f" Image {z} of {len(ext_separated_list_of_batches[x][y])} break: {ext_separated_list_of_batches[x][y][z].global_count}\n" batchlogstr += f" Image {z} of {len(ext_separated_list_of_batches[x][y])} break: {ext_separated_list_of_batches[x][y][z].global_count}\n"
logger.info(batchlogstr) logger.info(batchlogstr)
distributed_state.wait_for_everyone()
ext_separated_list_of_batches = gather_object(ext_separated_list_of_batches) ext_separated_list_of_batches = gather_object(ext_separated_list_of_batches)
del extinfo del extinfo
#logger.info(f"\nDevice {distributed_state.device}: {ext_separated_list_of_batches}") #logger.info(f"\nDevice {distributed_state.device}: {ext_separated_list_of_batches}")