From 7e57c8394b3c33c1ada2c3a1510242e6f62c6717 Mon Sep 17 00:00:00 2001
From: Ean Garvey <ean.garvey@amd.com>
Date: Thu, 30 May 2024 17:33:38 -0500
Subject: [PATCH] Formatting

---
 apps/shark_studio/api/llm.py | 31 ++++++++++++++++++++-----------
 1 file changed, 20 insertions(+), 11 deletions(-)

diff --git a/apps/shark_studio/api/llm.py b/apps/shark_studio/api/llm.py
index 5207002c8d..f6d33adcb6 100644
--- a/apps/shark_studio/api/llm.py
+++ b/apps/shark_studio/api/llm.py
@@ -3,7 +3,10 @@
 from turbine_models.gen_external_params.gen_external_params import gen_external_params
 import time
 from shark.iree_utils.compile_utils import compile_module_to_flatbuffer
-from apps.shark_studio.web.utils.file_utils import get_resource_path, get_checkpoints_path
+from apps.shark_studio.web.utils.file_utils import (
+    get_resource_path,
+    get_checkpoints_path,
+)
 from apps.shark_studio.modules.shared_cmd_opts import cmd_opts
 from apps.shark_studio.api.utils import parse_device
 from urllib.request import urlopen
@@ -199,17 +202,21 @@ def compile(self) -> None:
         elif self.backend == "vulkan":
             flags.extend(["--iree-stream-resource-max-allocation-size=4294967296"])
         elif self.backend == "rocm":
-            flags.extend([
-                "--iree-codegen-llvmgpu-enable-transform-dialect-jit=false",
-                "--iree-llvmgpu-enable-prefetch=true",
-                "--iree-opt-outer-dim-concat=true",
-                "--iree-flow-enable-aggressive-fusion",
-                ])
+            flags.extend(
+                [
+                    "--iree-codegen-llvmgpu-enable-transform-dialect-jit=false",
+                    "--iree-llvmgpu-enable-prefetch=true",
+                    "--iree-opt-outer-dim-concat=true",
+                    "--iree-flow-enable-aggressive-fusion",
+                ]
+            )
             if "gfx9" in self.triple:
-                flags.extend([
-                    f"--iree-codegen-transform-dialect-library={get_mfma_spec_path(self.triple, get_checkpoints_path())}",
-                    "--iree-codegen-llvmgpu-use-vector-distribution=true"
-                ])
+                flags.extend(
+                    [
+                        f"--iree-codegen-transform-dialect-library={get_mfma_spec_path(self.triple, get_checkpoints_path())}",
+                        "--iree-codegen-llvmgpu-use-vector-distribution=true",
+                    ]
+                )
         flags.extend(llm_model_map[self.hf_model_name]["compile_flags"])
         flatbuffer_blob = compile_module_to_flatbuffer(
             self.tempfile_name,
@@ -344,6 +351,7 @@ def chat_hf(self, prompt):
         self.global_iter += 1
         return result_output, total_time
 
+
 def get_mfma_spec_path(target_chip, save_dir):
     url = "https://raw.githubusercontent.com/iree-org/iree/main/build_tools/pkgci/external_test_suite/attention_and_matmul_spec.mlir"
     attn_spec = urlopen(url).read().decode("utf-8")
@@ -354,6 +362,7 @@ def get_mfma_spec_path(target_chip, save_dir):
         f.write(attn_spec)
     return spec_path
 
+
 def llm_chat_api(InputData: dict):
     from datetime import datetime as dt