(SD) Fix tokenizers imports in pyinstaller builds. (#1828)

* Fix tokenizers metadata.

* (SD) Disable VAE lowering configs (rdna3) and add versioned tunings.

* Update sd_annotation.py

* (SD) Add cv2 to spec.

* Update stencil pipeline with the new img2img arg.

apps/stable_diffusion/shark_studio_imports.py

@@ -15,8 +15,8 @@
 
 # datafiles for pyinstaller
 datas = []
-datas += collect_data_files("torch")
 datas += copy_metadata("torch")
+datas += copy_metadata("tokenizers")
 datas += copy_metadata("tqdm")
 datas += copy_metadata("regex")
 datas += copy_metadata("requests")
@@ -31,18 +31,17 @@
 datas += copy_metadata("sentencepiece")
 datas += copy_metadata("pyyaml")
 datas += copy_metadata("huggingface-hub")
+datas += collect_data_files("torch")
 datas += collect_data_files("tokenizers")
 datas += collect_data_files("tiktoken")
 datas += collect_data_files("accelerate")
 datas += collect_data_files("diffusers")
 datas += collect_data_files("transformers")
 datas += collect_data_files("pytorch_lightning")
-datas += collect_data_files("opencv_python")
 datas += collect_data_files("skimage")
 datas += collect_data_files("gradio")
 datas += collect_data_files("gradio_client")
 datas += collect_data_files("iree")
-datas += collect_data_files("google_cloud_storage")
 datas += collect_data_files("shark", include_py_files=True)
 datas += collect_data_files("timm", include_py_files=True)
 datas += collect_data_files("tqdm")
@@ -53,6 +52,7 @@
 datas += collect_data_files("jsonschema_specifications")
 datas += collect_data_files("cpuinfo")
 datas += collect_data_files("langchain")
+datas += collect_data_files("cv2")
 datas += [
     ("src/utils/resources/prompts.json", "resources"),
     ("src/utils/resources/model_db.json", "resources"),
@@ -81,3 +81,4 @@
     if not any(kw in x for kw in blacklist)
 ]
 hiddenimports += [x for x in collect_submodules("iree") if "tests" not in x]
+hiddenimports += ["iree._runtime", "iree.compiler._mlir_libs._mlir.ir"]

apps/stable_diffusion/src/pipelines/pipeline_shark_stable_diffusion_stencil.py

@@ -273,6 +273,7 @@ def generate_images(
         cpu_scheduling,
         max_embeddings_multiples,
         use_stencil,
+        resample_type,
     ):
         # Control Embedding check & conversion
         # TODO: 1. Change `num_images_per_prompt`.

apps/stable_diffusion/src/utils/sd_annotation.py

@@ -158,9 +158,9 @@ def load_lower_configs(base_model_id=None):
                 f"{spec}.json"
             )
 
-    full_gs_url = config_bucket + config_name
     lowering_config_dir = os.path.join(WORKDIR, "configs", config_name)
     print("Loading lowering config file from ", lowering_config_dir)
+    full_gs_url = config_bucket + config_name
     download_public_file(full_gs_url, lowering_config_dir, True)
     return lowering_config_dir
 
@@ -281,13 +281,9 @@ def sd_model_annotation(mlir_model, model_name, base_model_id=None):
         if "rdna2" not in args.iree_vulkan_target_triple.split("-")[0]:
             use_winograd = True
             winograd_config_dir = load_winograd_configs()
-            winograd_model = annotate_with_winograd(
+            tuned_model = annotate_with_winograd(
                 mlir_model, winograd_config_dir, model_name
             )
-            lowering_config_dir = load_lower_configs(base_model_id)
-            tuned_model = annotate_with_lower_configs(
-                winograd_model, lowering_config_dir, model_name, use_winograd
-            )
         else:
             tuned_model = mlir_model
     else: