Speed optimisation

Speed optimisation for CADE_Easy and SuperSImple workflow.

mod/easy/mg_cade25_easy.py

@@ -2065,6 +2065,8 @@ class ComfyAdaptiveDetailEnhancer25:
         sampler_name = str(pv("sampler_name", sampler_name, top=True))
         scheduler = str(pv("scheduler", scheduler, top=True))
         iterations = int(pv("iterations", iterations))
+        # Smart-seed per-step toggle (defaults to True if not present in preset)
+        smart_seed_enable = bool(pv("smart_seed_enable", True))
         steps_delta = float(pv("steps_delta", steps_delta))
         cfg_delta = float(pv("cfg_delta", cfg_delta))
         denoise_delta = float(pv("denoise_delta", denoise_delta))
@@ -2190,11 +2192,13 @@ class ComfyAdaptiveDetailEnhancer25:
 
         # Smart seed selection (Sobol + light probing) when effective seed==0 and not in custom override mode
         try:
-            if int(seed) == 0 and not bool(custom_override):
+            if int(seed) == 0 and not bool(custom_override) and bool(smart_seed_enable):
                 seed = _smart_seed_select(
                     model, vae, positive, negative, current_latent,
                     str(sampler_name), str(scheduler), float(current_cfg), float(current_denoise),
                     base_seed=0, step_tag=step_tag,
+                    # Reduce candidate count and probe cost for Easy UI
+                    k=3, probe_steps=3,
                     clip_vision=clip_vision, reference_image=reference_image, clipseg_text=str(clipseg_text))
         except Exception as e:
             # propagate user cancel; swallow only non-interrupt errors

pressets/mg_cade25.cfg

@@ -4,13 +4,13 @@
 # core
 seed: 0
 control_after_generate: randomize
-steps: 30
+steps: 10
 cfg: 8.0
 denoise: 1.0
 sampler_name: ddim
 scheduler: MGHybrid
 iterations: 2
-steps_delta: -1.04
+steps_delta: -2.00
 cfg_delta: 0.03
 denoise_delta: 0.28
 
@@ -31,7 +31,7 @@ noise_offset: 0.29
 threshold: 1.0
 #Sharpnes_strenght: 0.075
 Sharpnes_strenght: 0.025
-accumulation: fp32+fp32
+accumulation: fp16+fp16
 
 # reference clean
 reference_clean: true
@@ -115,17 +115,18 @@ aq_alpha: 2.0
 
 aq_attn: true
 
+
 [step2]
 # core
 seed: 0
 control_after_generate: randomize
-steps: 30
+steps: 8
 cfg: 6.5
 denoise: 0.55
 sampler_name: ddim
 scheduler: MGHybrid
 iterations: 2
-steps_delta: 5.00
+steps_delta: 2.00
 cfg_delta: 0.03
 denoise_delta: 0.0500
 
@@ -228,20 +229,24 @@ aq_alpha: 2.0
 
 aq_attn: true
 
+
 [step3]
 # core
 seed: 0
 control_after_generate: randomize
-steps: 25
+steps: 10
 cfg: 4.0
 denoise: 0.60
 sampler_name: ddim
 scheduler: MGHybrid
 iterations: 2
-steps_delta: 5.00
+steps_delta: 2.00
 cfg_delta: 0.03
 denoise_delta: 0.0500
 
+# Smart seed toggle (disable for this step)
+smart_seed_enable: false
+
 # toggles
 apply_sharpen: false
 apply_upscale: true
@@ -327,17 +332,6 @@ polish_sigma: 1.0
 polish_start_after: 1
 polish_keep_low_ramp: 0.10
 
-# mid-frequency stabilizer (hands/objects scale)
-#midfreq_enable: true
-#midfreq_gain: 0.62
-#midfreq_sigma_lo: 0.50
-#midfreq_sigma_hi: 1.2
-
-# QSilk-AQClip-Lite (adaptive latent clipping)
-#aqclip_enable: true
-#aq_tile: 128
-#aq_stride: 8
-#aq_alpha: 2.0
 
 # mid-frequency stabilizer (hands/objects scale)
 midfreq_enable: true
@@ -359,24 +353,26 @@ kv_prune_enable: true
 kv_keep: 0.80
 kv_min_tokens: 256
 
-#kv_keep: 0.85
-#kv_min_tokens: 128
+
 [step4]
 # core
 seed: 0
 control_after_generate: randomize
-steps: 25
+steps: 10
 #cfg: 6.0
-cfg: 5.0
+cfg: 4.0
 #0.75
-denoise: 0.55
+denoise: 0.45
 sampler_name: ddim
 scheduler: MGHybrid
 iterations: 2
-steps_delta: 5.00
+steps_delta: 2.00
 cfg_delta: 0.03
 denoise_delta: 0.0500
 
+# Smart seed toggle (disable for this step)
+smart_seed_enable: false
+
 # toggles
 apply_sharpen: true
 apply_upscale: true
@@ -405,12 +401,12 @@ ref_cooldown: 2
 guidance_mode: ZeResFDG
 rescale_multiplier: 0.95
 momentum_beta: 0.15
-cfg_curve: 0.80
+cfg_curve: 0.60
 perp_damp: 0.75
 
 # NAG
 use_nag: true
-nag_scale: 4.5
+nag_scale: 2.5
 nag_tau: 2.50
 nag_alpha: 0.25
 
@@ -454,7 +450,7 @@ clipseg_ref_threshold: 0.005
 #seg_use_cf_edges: false
 
 # polish
-polish_enable: false
+polish_enable: true
 polish_keep_low: 0.40
 polish_edge_lock: 0.10
 polish_sigma: 1.0
@@ -463,17 +459,20 @@ polish_keep_low_ramp: 0.10
 
 # mid-frequency stabilizer (hands/objects scale)
 midfreq_enable: true
-midfreq_gain: 0.72
-midfreq_sigma_lo: 0.55
-midfreq_sigma_hi: 1.3
+midfreq_gain: 0.62
+midfreq_sigma_lo: 0.95
+midfreq_sigma_hi: 2.4
 
 
 # QSilk-AQClip-Lite (adaptive latent clipping)
 aqclip_enable: true
-aq_tile: 64
-aq_stride: 8 
-aq_alpha: 1.8
-aq_ema_beta: 0.85
+aq_tile: 128
+#aq_stride: 8 
+aq_stride: 15
+#aq_alpha: 1.8
+aq_alpha: 2.5
+#aq_ema_beta: 0.85
+aq_ema_beta: 0.55
 
 aq_attn: true
 # KV pruning (self-attention speedup)

workflows/mg_Easy-Workflow.json

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