feat(api): pass tile size param to most pipeline stages

api/onnx_web/chain/source_txt2img.py

@@ -7,7 +7,7 @@ from PIL import Image
 
 from ..diffusers.load import load_pipeline
 from ..diffusers.utils import encode_prompt, get_latents_from_seed, parse_prompt
-from ..params import ImageParams, Size, StageParams
+from ..params import ImageParams, Size, SizeChart, StageParams
 from ..server import ServerContext
 from ..worker import ProgressCallback, WorkerContext
 from .stage import BaseStage
@@ -16,6 +16,8 @@ logger = getLogger(__name__)
 
 
 class SourceTxt2ImgStage(BaseStage):
+    max_tile = SizeChart.unlimited
+
     def run(
         self,
         job: WorkerContext,

api/onnx_web/diffusers/run.py

@@ -42,7 +42,9 @@ def run_txt2img_pipeline(
 ) -> None:
     # prepare the chain pipeline and first stage
     chain = ChainPipeline()
-    stage = StageParams()
+    stage = StageParams(
+        tile_size=params.tiles,
+    )
     chain.stage(
         SourceTxt2ImgStage(),
         stage,
@@ -122,7 +124,9 @@ def run_img2img_pipeline(
 
     # prepare the chain pipeline and first stage
     chain = ChainPipeline()
-    stage = StageParams()
+    stage = StageParams(
+        tile_size=params.tiles,
+    )
     chain.stage(
         BlendImg2ImgStage(),
         stage,
@@ -219,7 +223,7 @@ def run_inpaint_pipeline(
 
     # set up the chain pipeline and base stage
     chain = ChainPipeline()
-    stage = StageParams(tile_order=tile_order)
+    stage = StageParams(tile_order=tile_order, tile_size=params.tiles)
     chain.stage(
         UpscaleOutpaintStage(),
         stage,
@@ -286,7 +290,7 @@ def run_upscale_pipeline(
 ) -> None:
     # set up the chain pipeline, no base stage for upscaling
     chain = ChainPipeline()
-    stage = StageParams()
+    stage = StageParams(tile_size=params.tiles)
 
     # apply upscaling and correction, before highres
     first_upscale, after_upscale = split_upscale(upscale)

api/onnx_web/params.py

@@ -14,6 +14,7 @@ Point = Tuple[int, int]
 
 
 class SizeChart(IntEnum):
+    unlimited = 0
     mini = 128  # small tile for very expensive models
     half = 256  # half tile for outpainting
     auto = 512  # auto tile size
@@ -22,6 +23,7 @@ class SizeChart(IntEnum):
     hd4k = 2**12
     hd8k = 2**13
     hd16k = 2**14
+    hd32k = 2**15
     hd64k = 2**16