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protoplm 2022-09-14 20:17:07 -04:00
parent 4f7adcaf42
commit ca6fb326f3
2 changed files with 298 additions and 292 deletions
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22
scripts/sd_utils.py
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@ -174,6 +174,7 @@ def load_models(continue_prev_run = False, use_GFPGAN=False, use_RealESRGAN=Fals
del st.session_state.model
del st.session_state.modelCS
del st.session_state.modelFS
del st.session_state.loaded_model
except KeyError:
pass
@ -883,21 +884,26 @@ def slerp(device, t, v0:torch.Tensor, v1:torch.Tensor, DOT_THRESHOLD=0.9995):
return v2
#
def optimize_update_preview_frequency(current_chunk_speed, previous_chunk_speed, update_preview_frequency):
def optimize_update_preview_frequency(current_chunk_speed, previous_chunk_speed_list, update_preview_frequency, update_preview_frequency_list):
"""Find the optimal update_preview_frequency value maximizing
performance while minimizing the time between updates."""
if current_chunk_speed >= previous_chunk_speed:
from statistics import mean
previous_chunk_avg_speed = mean(previous_chunk_speed_list)
previous_chunk_speed_list.append(current_chunk_speed)
current_chunk_avg_speed = mean(previous_chunk_speed_list)
if current_chunk_avg_speed >= previous_chunk_avg_speed:
#print(f"{current_chunk_speed} >= {previous_chunk_speed}")
update_preview_frequency +=1
previous_chunk_speed = current_chunk_speed
update_preview_frequency_list.append(update_preview_frequency + 1)
else:
#print(f"{current_chunk_speed} <= {previous_chunk_speed}")
update_preview_frequency -=1
previous_chunk_speed = current_chunk_speed
return current_chunk_speed, previous_chunk_speed, update_preview_frequency
update_preview_frequency_list.append(update_preview_frequency - 1)
update_preview_frequency = round(mean(update_preview_frequency_list))
return current_chunk_speed, previous_chunk_speed_list, update_preview_frequency, update_preview_frequency_list
def get_font(fontsize):