Other time

app.py

@@ -14,7 +14,6 @@ import numpy as np
 import argparse
 import random
 import math
-import time
 # 20250506 pftq: Added for video input loading
 import decord
 # 20250506 pftq: Added for progress bars in video_encode
@@ -665,7 +664,6 @@ def worker_video(input_video, prompt, n_prompt, seed, batch, resolution, total_s
             #save_bcthw_as_mp4(vae_decode(video_latents, vae).cpu(), os.path.join(outputs_folder, f'{job_id}_input_video.mp4'), fps=fps, crf=mp4_crf) # 20250507 pftq: test fast movement corrupted by vae encoding if vae batch size too low
 
             for section_index in range(total_latent_sections):
-                start = time.time()
                 if stream.input_queue.top() == 'end':
                     stream.output_queue.push(('end', None))
                     return
@@ -745,9 +743,6 @@ def worker_video(input_video, prompt, n_prompt, seed, batch, resolution, total_s
 
                 # 20250507 pftq: Fix for <=1 sec videos.
                 max_frames = min(latent_window_size * 4 - 3, history_latents.shape[2] * 4)
-                end = time.time()
-                secondes = int(end - start)
-                print("££££££££££££££££££££££££££££££££££££££££ " + str(secondes))
 
                 generated_latents = sample_hunyuan(
                     transformer=transformer,
@@ -778,6 +773,7 @@ def worker_video(input_video, prompt, n_prompt, seed, batch, resolution, total_s
                     clean_latent_4x_indices=clean_latent_4x_indices,
                     callback=callback,
                 )
+                start = time.time()
 
                 total_generated_latent_frames += int(generated_latents.shape[2])
                 history_latents = torch.cat([history_latents, generated_latents.to(history_latents)], dim=2)
@@ -826,6 +822,9 @@ def worker_video(input_video, prompt, n_prompt, seed, batch, resolution, total_s
                 print(f'Decoded. Current latent shape {real_history_latents.shape}; pixel shape {history_pixels.shape}')
 
                 stream.output_queue.push(('file', output_filename))
+                end = time.time()
+                secondes = int(end - start)
+                print("££££££££££££££££££££££££££££££££££££££££ " + str(secondes))
 
             seed = (seed + 1) % np.iinfo(np.int32).max