Revert "Add target triple selection for multiple cards" (#655)

This reverts commit acb905f0cc.
This commit is contained in:
Phaneesh Barwaria
2022-12-17 04:31:45 +05:30
committed by GitHub
parent 72648aa9f2
commit 831f206cd0
5 changed files with 65 additions and 105 deletions

View File

@@ -11,11 +11,7 @@ from diffusers import (
from tqdm.auto import tqdm
import numpy as np
from stable_args import args
from utils import (
get_shark_model,
set_iree_runtime_flags,
make_qualified_device_name,
)
from utils import get_shark_model, set_iree_runtime_flags
from opt_params import get_unet, get_vae, get_clip
import time
import sys
@@ -68,7 +64,7 @@ if __name__ == "__main__":
sys.exit("More than one prompt is not supported yet.")
if batch_size != len(neg_prompt):
sys.exit("prompts and negative prompts must be of same length")
make_qualified_device_name()
set_iree_runtime_flags()
unet = get_unet()
vae = get_vae()

View File

@@ -5,7 +5,6 @@ from shark.shark_inference import SharkInference
from stable_args import args
from shark.shark_importer import import_with_fx
from shark.iree_utils.vulkan_utils import set_iree_vulkan_runtime_flags
from shark.iree_utils._common import map_device_to_path
def _compile_module(shark_module, model_name, extra_args=[]):
@@ -87,12 +86,3 @@ def set_iree_runtime_flags():
set_iree_vulkan_runtime_flags(flags=vulkan_runtime_flags)
return
def make_qualified_device_name():
# modify device name to be fully qualified device name
# of the format driver://path
# supported for vulkan as of now
if "vulkan" in args.device:
args.device = map_device_to_path(args.device)

View File

@@ -17,7 +17,6 @@
import os
import sys
import subprocess
from iree.runtime import get_driver, get_device
def run_cmd(cmd):
@@ -38,57 +37,8 @@ def run_cmd(cmd):
sys.exit("Exiting program due to error running:", cmd)
def get_all_devices(driver_name):
"""
Inputs: driver_name
Returns a list of all the available devices for a given driver sorted by
the iree path names of the device as in --list_devices option in iree.
Set `full_dict` flag to True to get a dict
with `path`, `name` and `device_id` for all devices
"""
driver = get_driver(driver_name)
device_list_src = driver.query_available_devices()
device_list_src.sort(key=lambda d: d["path"])
return device_list_src
def create_map_device_to_key(driver, key):
# key can only be path, name, device id
device_list = get_all_devices(driver)
device_map = dict()
# mapping driver name to default device (driver://0)
device_map[f"{driver}"] = f"{device_list[0][key]}"
for i, device in enumerate(device_list):
# mapping with index
device_map[f"{driver}://{i}"] = f"{device[key]}"
# mapping with full path
device_map[f"{driver}://{device['path']}"] = f"{device[key]}"
return device_map
def map_device_to_path(device):
driver = device.split("://")[0]
device_map = create_map_device_to_key(driver, "path")
try:
device_path = device_map[device]
except KeyError:
raise Exception(f"Device {device} is not a valid device.")
return f"{driver}://{device_path}"
def map_device_to_name(device):
driver = device.split("://")[0]
device_map = create_map_device_to_key(driver, "name")
try:
device_name = device_map[device]
except KeyError:
raise Exception(f"Device {device} is not a valid device.")
return device_name
def iree_device_map(device):
uri_parts = device.split("://", 1)
uri_parts = device.split("://", 2)
if len(uri_parts) == 1:
return _IREE_DEVICE_MAP[uri_parts[0]]
else:

View File

@@ -23,27 +23,21 @@ import re
# Get the iree-compile arguments given device.
def get_iree_device_args(device, extra_args=[]):
device_uri = device.split("://")
if len(device_uri) > 1:
if device_uri[0] not in ["vulkan"]:
print(
f"Specific device selection only supported for vulkan now."
f"Proceeding with {device} as device."
)
if device_uri[0] == "cpu":
if "://" in device:
device = device.split("://")[0]
if device == "cpu":
from shark.iree_utils.cpu_utils import get_iree_cpu_args
return get_iree_cpu_args()
if device_uri[0] == "cuda":
if device == "cuda":
from shark.iree_utils.gpu_utils import get_iree_gpu_args
return get_iree_gpu_args()
if device_uri[0] in ["metal", "vulkan"]:
if device in ["metal", "vulkan"]:
from shark.iree_utils.vulkan_utils import get_iree_vulkan_args
return get_iree_vulkan_args(device, extra_args)
if device_uri[0] == "rocm":
return get_iree_vulkan_args(extra_args=extra_args)
if device == "rocm":
from shark.iree_utils.gpu_utils import get_iree_rocm_args
return get_iree_rocm_args()

View File

@@ -15,10 +15,23 @@
# All the iree_vulkan related functionalities go here.
from os import linesep
from shark.iree_utils._common import map_device_to_name
from shark.iree_utils._common import run_cmd
import iree.runtime as ireert
from sys import platform
def get_vulkan_device_name():
vulkaninfo_dump = run_cmd("vulkaninfo").split(linesep)
vulkaninfo_list = [s.strip() for s in vulkaninfo_dump if "deviceName" in s]
if len(vulkaninfo_list) == 0:
raise ValueError("No device name found in VulkanInfo!")
if len(vulkaninfo_list) > 1:
print(
f"Found {len(vulkaninfo_list)} device names. choosing first one: {vulkaninfo_list[0]}"
)
return vulkaninfo_list[0]
def get_os_name():
if platform.startswith("linux"):
return "linux"
@@ -31,39 +44,62 @@ def get_os_name():
return "linux"
def get_vulkan_triple_flag(device, extra_args=[]):
def get_vulkan_triple_flag(extra_args=[]):
if "-iree-vulkan-target-triple=" in " ".join(extra_args):
print(f"Using target triple from command line args")
return None
system_os = get_os_name()
vulkan_device = map_device_to_name(device)
triple = None
vulkan_device = get_vulkan_device_name()
# Apple Targets
if all(x in vulkan_device for x in ("Apple", "M1")):
triple = "m1-moltenvk-macos"
print(f"Found {vulkan_device} Device. Using m1-moltenvk-macos")
return "-iree-vulkan-target-triple=m1-moltenvk-macos"
elif all(x in vulkan_device for x in ("Apple", "M2")):
triple = "m1-moltenvk-macos"
print("Found Apple M2 Device. Using m1-moltenvk-macos")
return "-iree-vulkan-target-triple=m1-moltenvk-macos"
# Nvidia Targets
elif all(x in vulkan_device for x in ("A100", "SXM4")):
triple = f"ampere-rtx3080-{system_os}"
print(
f"Found {vulkan_device} Device. Using ampere-rtx3080-{system_os}"
)
return f"-iree-vulkan-target-triple=ampere-rtx3080-{system_os}"
elif all(x in vulkan_device for x in ("RTX", "3090")):
triple = f"ampere-rtx3090-{system_os}"
print(
f"Found {vulkan_device} Device. Using ampere-rtx3090-{system_os}"
)
return f"-iree-vulkan-target-triple=ampere-rtx3090-{system_os}"
elif all(x in vulkan_device for x in ("RTX", "4090")):
triple = f"ampere-rtx3090-{system_os}"
print(
f"Found {vulkan_device} Device. Using ampere-rtx3090-{system_os}"
)
return f"-iree-vulkan-target-triple=ampere-rtx3090-{system_os}"
elif all(x in vulkan_device for x in ("RTX", "4000")):
triple = f"turing-rtx4000-{system_os}"
print(
f"Found {vulkan_device} Device. Using turing-rtx4000-{system_os}"
)
return f"-iree-vulkan-target-triple=turing-rtx4000-{system_os}"
elif all(x in vulkan_device for x in ("RTX", "5000")):
triple = f"turing-rtx5000-{system_os}"
print(
f"Found {vulkan_device} Device. Using turing-rtx5000-{system_os}"
)
return f"-iree-vulkan-target-triple=turing-rtx5000-{system_os}"
elif all(x in vulkan_device for x in ("RTX", "6000")):
triple = f"turing-rtx6000-{system_os}"
print(
f"Found {vulkan_device} Device. Using turing-rtx6000-{system_os}"
)
return f"-iree-vulkan-target-triple=turing-rtx6000-{system_os}"
elif all(x in vulkan_device for x in ("RTX", "8000")):
triple = f"turing-rtx8000-{system_os}"
print(
f"Found {vulkan_device} Device. Using turing-rtx8000-{system_os}"
)
return f"-iree-vulkan-target-triple=turing-rtx8000-{system_os}"
# Amd Targets
elif all(x in vulkan_device for x in ("AMD", "7900")):
triple = f"rdna3-7900-{system_os}"
print(f"Found {vulkan_device} Device. Using rdna3-7900-{system_os}")
return f"-iree-vulkan-target-triple=rdna3-7900-{system_os}"
elif any(x in vulkan_device for x in ("AMD", "Radeon")):
triple = f"rdna2-unknown-{system_os}"
print(f"Found AMD device. Using rdna2-unknown-{system_os}")
return f"-iree-vulkan-target-triple=rdna2-unknown-{system_os}"
else:
print(
"""Optimized kernel for your target device is not added yet.
@@ -73,23 +109,17 @@ def get_vulkan_triple_flag(device, extra_args=[]):
print(f"Target : {vulkan_device}")
return None
print(f"Found {vulkan_device}. Using {triple}")
return f"-iree-vulkan-target-triple={triple}"
def get_iree_vulkan_args(device, extra_args=[]):
def get_iree_vulkan_args(extra_args=[]):
# vulkan_flag = ["--iree-flow-demote-i64-to-i32"]
vulkan_flag = []
vulkan_triple_flag = get_vulkan_triple_flag(
device=device, extra_args=extra_args
)
vulkan_triple_flag = get_vulkan_triple_flag(extra_args)
if vulkan_triple_flag is not None:
vulkan_flag.append(vulkan_triple_flag)
return vulkan_flag
def set_iree_vulkan_runtime_flags(flags):
import iree.runtime as ireert
for flag in flags:
ireert.flags.parse_flags(flag)
return